Abstract
Protein phosphorylation is the most common and versatile post-translational modification occurring in eukaryotes. In yeast, protein phosphorylation is fundamental for maintaining cell growth and adapting to sudden changes in environmental conditions by regulating cellular processes and activating signal transduction pathways. Protein kinases catalyze the reversible addition of phosphate groups to target proteins, thereby regulating their activity. In Saccharomyces cerevisiae, kinases are classified into six major groups based on structural and functional similarities. The NPR/Hal family of kinases comprises nine fungal-specific kinases that, due to lack of similarity with the remaining kinases, were classified to the “Other” group. These kinases are primarily implicated in regulating fundamental cellular processes such as maintaining ion homeostasis and controlling nutrient transporters’ concentration at the plasma membrane. Despite their biological relevance, these kinases remain poorly characterized and explored. This review provides an overview of the information available regarding each of the kinases from the NPR/Hal family, including their known biological functions, mechanisms of regulation, and integration in signaling pathways in S. cerevisiae. Information gathered for non-Saccharomyces species of biotechnological or clinical relevance is also included.
Keywords: Protein kinases, Yeasts, NPR/Hal family, Post-translational modification, Signal transduction pathways, Response to environmental challenges
1. Introduction
Phosphorylation of proteins is one of the most well-studied post-translational modifications (PTMs), indispensable for the regulation of several cellular processes and response to stimuli in eukaryotes [1], [2]. Protein kinases and phosphatases control the phosphorylation state of a protein; thus, a protein controlled by its phosphorylation state will have its activity dependent on the activity of the regulating kinases and phosphatases [3]. Protein kinases predictably phosphorylate about one-third of all the proteins in humans, flies and yeasts [4]. In eukaryotic cells, kinases catalyze the transfer of the terminal phosphate of ATP to serine, threonine or tyrosin aminoacyl residues, which protein phosphatases can reverse. The specific recognition of substrates by kinases is made through their active site [5]. Some kinases are highly specific – only modulate the phosphorylation of a few select substrates – while others may have a broad spectrum of protein targets. Protein phosphorylation/dephosphorylation is an extremely efficient and dynamic mechanism of control in protein activity and signaling pathways due to its rapid and reversible nature that does not require synthesis or degradation of proteins [5], [6]. This regulatory mechanism allows alterations in protein stability, location, and activity, including modifications in catalytic function, often through structural rearrangements that can induce alterations in interacting partners or subcellular localization [5]. The analysis of the regulation of cellular processes by phosphorylation is complex. It includes the identification of the phosphoproteins and respective phosphorylation sites, which is not straightforward; the identification of the effects phosphorylation has on biological processes, the protein kinases and phosphatases involved in phosphorylation regulation, and the environmental conditions and mechanisms leading to the activation of the involved kinases and phosphatases [7], [8]. The currently proposed kinase classification systems are based on sequence conservation, phylogeny analysis of the catalytic domains, presence of accessory domains, and similarity in their modes of regulation [9], [10], [11]. The classification of the eukaryotic protein kinase superfamily comprises nine groups of “conventional” protein kinases (ePKs) and four groups of “atypical” protein kinases (aPKs), which are proteins with kinase activity but do not share clear sequence similarity with ePKs [9]. In the budding yeast Saccharomyces cerevisiae, kinases are classified into six ePKs groups: the AGC group; the CAMK group (calmodulin-regulated kinases); the CKI group (casein kinases); the GMGC group (cyclin-dependent kinases, mitogen-activated protein kinases, glycogen synthase kinases and CDK-like kinases); the STE group (including protein kinases involved in MAP kinase cascades); and the Other kinases group (kinases that could not be easily classified into one of the other groups due to lack of similarity) [9], [12]. The atypical kinases in S. cerevisiae include the PIKK group (phosphatidyl inositol 3’ kinase-related kinases); the PDHK group (pyruvate dehydrogenase kinases); and the RIO group (named after “right open reading frame”) [9], [12]. Originally considered as part of the “Other” kinases group, the NPR/Hal family includes nine fungal-specific kinases primarily associated with the regulation of plasma membrane transporters: Hal4 (Sat4), Hal5, Hrk1, Kkq8, Npr1, Prr2, Ptk1, Ptk2, and Rtk1 [12]. More recently, these kinases have been assigned as part of the CAMK group – based on the automatic classification of syntenic homologues from Ashbya gossypii and S. cerevisiae [9] – or even classified as “Snf1-related” – based on a re-analysis using full-length primary sequences (instead of only the catalytic domains) [13]. The NPR/Hal kinases play important roles in signaling pathways associated with the yeast response to nutrient availability and environmental stress but are often overlooked in the scientific literature. The objective of this review article was to update, integrate and consolidate the information available to date regarding the NPR/Hal family of kinases in S. cerevisiae and, when available, in other yeast species of biotechnological or clinical relevance. These protein kinases’ biological roles and regulation in diverse environmental conditions are reviewed, and data from genome-wide analyses are explored.
2. The NPR/Hal family of kinases
The NPR/Hal family of kinases comprises nine fungal-specific kinases whose functions are mainly associated with the regulation of the stability of nutrient transporters at the plasma membrane and the maintenance of ion homeostasis [13], [14], [15]. Yeast adaptation to diverse and ever-changing environments relies on the proper sensing, transport and utilization of nutrients, as well as the efficient regulation of the intracellular levels of metabolites and ions [16]. Nutrient minerals, found as charged ions in the extracellular environment, are also essential to create and sustain electrochemical gradients across the plasma membrane to drive nutrient transport, protein structure and function, and activating signaling pathways [17]. Despite the importance of the NPR/Hal kinases in yeast cells’ growth and development pathways, many of these kinases’ regulating mechanisms, signaling pathways, and functions are largely unknown or poorly characterized. There are many modalities of kinase regulation: some kinases have constitutive activity (unregulated), while many are regulated in a complex manner, involving more than one regulation mechanism [18]. The most common regulation mechanism of kinase activity is the phosphorylation of its activation loop. The activation loop is a motif containing one or more conserved phosphorylatable residues that, upon phosphorylation, cause a conformational change within the kinase resulting in its activation [19]. Inspection of the activation loop of the NPR/Hal kinases reveals that they do not contain a conserved phosphorylatable residue, indicating that this mechanism of regulation is unlikely to occur. The regulation mechanism of these kinases is probably based on phosphorylation outside the activation loop, which can either activate or inactivate protein function. Indeed, Npr1, the most studied kinase from the family, is regulated in a complex manner involving inactivation through phosphorylation outside the activation loop, being dephosphorylation an activation mechanism [20], [21]. Given the high conservation of the catalytic domains among the nine NPR/Hal kinases, their regulation mechanisms might be similar and likely suggest functional relationships [22]. Phylogenetic clustering of the NPR/Hal kinases protein sequences from S. cerevisiae is shown in Fig. 1, evidencing three major clusters: Ptk1 and Ptk2; Hal5, Hal4 and Kkq8; Npr1, Prr2, Hrk1 and Rtk1. Since most of the NPR/Hal kinases are functionally uncharacterized, a collection of phenotypes resulting from the deletion of each of these kinases in S. cerevisiae cells exposed to a wide variety of chemical compounds and environmental conditions is presented in Table 1.
Fig. 1.
NPR/Hal kinase family members phylogenetic clustering. A multiple sequence alignment of the Npr/Hal kinases complete amino acid sequences from S. cerevisiae S288c (retrieved from NCBI https://www.ncbi.nlm.nih.gov/) was performed using MAFFT [23], followed by phylogenetic inference by maximum likelihood using IQ-Tree [24]. Protein kinase domains (Pkinase) are colored blue. (For interpretation of the references to colour in this figure legend, the reader is referred to the web version of this article.)
Table 1.
Summary of NPR/Hal kinases deletion mutants phenotypes. Information collected from genetic screens based on S. cerevisiae deletion mutant cells for each of the NPR/Hal kinases exposed to diverse compounds and conditions. S is used when the deletion mutant strain displays sensitivity to the respective compound/condition compared to the parental strain, while R is used for resistance. Non-detected (ND) or non-tested (NT) phenotypes are also indicated.
Type of stress/drug or cellular component/process affected | Compound/Condition |
Kinase |
||||||||
---|---|---|---|---|---|---|---|---|---|---|
HAL5 | HRK1 | KKQ8 | NPR1 | PRR2 | PTK1 | PTK2 | RTK1 | SAT4 | ||
Actin | Latrunculin | S [60] | ND | S [60] | S [60] | ND | ND | ND | S [60] | S [60] |
Wiskostatin | S [60] | S [60] | ND | S [60] | ND | ND | S [60] | S [60] | S [60] | |
Alcohol stress | Ethanol | ND | ND | ND | ND | ND | ND | S [152], [153] | ND | ND |
Alkaline pH | pH 8.0 | S [59], [91] | ND | ND | ND | ND | ND | S [59], [90], [91] | ND | ND |
Anti-bacterial | Acriflavinium Hydrochloride | ND | ND | ND | ND | S [60] | S [60] | ND | ND | ND |
Anti-fungal | NaD1 | ND | ND | ND | ND | ND | ND | R [154] | R [154] | ND |
Thiabendazole | ND | ND | ND | S [60] | ND | ND | ND | ND | S [60] | |
Anti-metabolite | 5-Fluorouracil | S [60] | ND | ND | ND | S [60] | S [60] | S [60] | ND | S [60] |
Methotrexate | S [60] | ND | S [60] | ND | S [60] | ND | ND | ND | S [60] | |
Anti-neoplastic | 1,3-Diallylurea | ND | S [60] | S [60] | ND | S [60] | ND | ND | ND | ND |
Actinomycin d | ND | ND | ND | S [59] | ND | ND | ND | ND | ND | |
Amsacrine | S [60] | ND | ND | S [60] | ND | ND | ND | ND | S [60] | |
Indirubin | ND | ND | ND | ND | ND | ND | S [60] | ND | ND | |
Methoxsalen | ND | ND | S [60] | ND | ND | ND | ND | ND | ND | |
Anti-oxidant | Allyl disulfide | ND | ND | ND | S [60] | ND | ND | ND | S [60] | ND |
Allyl sulfide | ND | ND | ND | ND | ND | ND | ND | S [60] | ND | |
Potassium disulfite | ND | ND | ND | ND | ND | ND | ND | S [60] | ND | |
Calcineurin function | FK506 | ND | ND | ND | R [20] | ND | ND | ND | ND | S [60] |
Cell cycle progression inhibition | Zymocin | ND | S [83] | ND | ND | ND | ND | R [83] | ND | ND |
Cell wall | Calcofluor white | S [155] | ND | ND | ND | ND | ND | ND | ND | ND |
Chloroquine | ND | ND | ND | ND | ND | ND | ND | ND | S [156] | |
HM-I (kiler toxin) | NT | ND | NT | NT | ND | NT | S [157] | ND | ND | |
K28 (killer toxin) | NT | ND | NT | NT | ND | NT | S [157] | ND | ND | |
KI (killer toxin) | NT | ND | NT | NT | ND | NT | S [157] | ND | ND | |
Papulacandin | NT | ND | NT | NT | ND | NT | R [157] | ND | ND | |
DNA damaging | Bleomycin | S [60] | R [158] | ND | S [60] | ND | ND | R [87] | ND | S [60] |
Carboplatin | S [60] | ND | ND | ND | ND | ND | ND | ND | ND | |
Chlorambucil | ND | ND | ND | S [60] | ND | ND | ND | ND | S [60] | |
Cisplatin | S [60] | ND | ND | S [60] | ND | S [60] | ND | ND | S [60] | |
Doxorubicin | S [59], [159] | ND | ND | ND | ND | ND | ND | ND | ND | |
Hydroxyurea | ND | ND | S [60] | S [60] | ND | ND | ND | S [60] | S [60] | |
Melphalan | S [60] | ND | ND | ND | ND | ND | ND | ND | S [60] | |
Mechlorethamine | S [60] | S [60] | ND | ND | S [60] | ND | ND | ND | S [60] | |
Mitomycin c | ND | S [60] | ND | ND | ND | ND | ND | ND | ND | |
MMS | S [160] | S [60] | ND | ND | ND | ND | ND | ND | ND | |
Oxaliplatin | S [59], [60] | ND | ND | ND | ND | ND | S [60] | ND | S [60] | |
Streptozotocin | ND | ND | ND | ND | ND | ND | S [60] | ND | ND | |
Endoplasmatic reticulum | Dithiothreitol | ND | S [161] | R [161] | ND | ND | ND | ND | R [161] | ND |
Fatty acid elongation | Cerulenin | ND | ND | ND | ND | ND | ND | ND | S [162] | ND |
Ionophore | Calcium ionophore | ND | ND | ND | ND | S [162] | ND | ND | ND | ND |
Nigericin | ND | ND | ND | ND | ND | S [162] | ND | ND | ND | |
Valinomycin | ND | ND | ND | S [162] | ND | S [162] | ND | ND | ND | |
Lipid modifying | Lovastatin | S [60] | S [60] | ND | S [60] | ND | ND | ND | S [60] | S [60] |
Membrane biogenesis/integrity | Amphotericin b | ND | ND | ND | S [60] | ND | ND | S [60], [162] | ND | S [60] |
Clotrimazole | S [60] | ND | S [60] | ND | ND | ND | ND | ND | S [60] | |
Miconazole | S [60] | ND | ND | ND | R [163] | ND | S [60] | ND | S [60] | |
Nystatin | ND | S [60] | S [60] | S [60] | ND | ND | ND | ND | S [60] | |
Microtubules | Benomyl | ND | ND | ND | S [162] | ND | ND | ND | S [60] | ND |
Nocodazole | S [60] | ND | ND | ND | ND | ND | S [60] | ND | ND | |
Multiple stresses | Desiccation | ND | ND | ND | ND | ND | ND | S [164] | ND | ND |
Synthetic must | S [165] | ND | ND | R [165] | ND | ND | ND | ND | ND | |
WSH inhibitory compounds | ND | S [166] | ND | ND | ND | ND | S [166] | ND | ND | |
Nutrient limitation | Zinc deficiency | ND | ND | ND | S [167] | ND | ND | R [167] | ND | S [167] |
Oxidative stress | Berberine chloride | S [60] | ND | ND | ND | ND | ND | ND | ND | S [60] |
Cadmium chloride | ND | S [60] | ND | ND | S [60] | ND | S [60] | S [60] | ND | |
Cobalt chloride | S [60] | ND | ND | ND | ND | ND | ND | S [60] | S [60] | |
Cobalt sulfate | R [168] | ND | ND | ND | ND | ND | ND | ND | R [168] | |
Copper sulfate | S [60], [168] | ND | ND | S [60] | ND | ND | ND | ND | S [60], [168] | |
Diamide | S [168] | S [161] | R [161] | ND | ND | S [169]/ R [161] | ND | ND | S [168] | |
Ferric sulfate | S [168] | ND | ND | ND | ND | ND | ND | ND | S [168] | |
Ferrous sulfate | R [168] | ND | ND | ND | ND | ND | ND | ND | R [168] | |
Hydrogen peroxide | S [160]/ R [168] | S [60] | ND | ND | ND | ND | S [170], [60] | S [60] | R [168] | |
Linoleic acid 13-hydroperoxide | S [169] | ND | ND | ND | ND | ND | ND | ND | S [169] | |
Menadione | ND | ND | ND | S [169] | ND | S [169] | ND | ND | ND | |
Mpp+ | S [60] | ND | ND | ND | ND | ND | ND | ND | S [60] | |
Nickel sulfate | S [168] | ND | ND | ND | ND | ND | ND | ND | ND | |
Nitric oxide | S [60] | ND | ND | ND | S [60] | ND | ND | ND | S [60] | |
Paraquat | S [60], [161] | ND | R [161] | R [161] | ND | R [161] | R [87], [161] | ND | S [60], [161] | |
Potassium dichromate | S [60] | ND | ND | ND | ND | ND | ND | S [60] | S [60] | |
Sodium arsenite | ND | S [60] | ND | S [60] | ND | ND | ND | S [60] | ND | |
Sodium fluoride | ND | S [60] | ND | ND | ND | S [60] | S [60] | S [60] | ND | |
Zinc sulfate | S [168] | ND | ND | ND | ND | ND | ND | ND | S [168] | |
Phosphatase inhibitor | Calyculin A | ND | ND | ND | ND | ND | ND | ND | S [60] | ND |
Cantharidin | S [60] | ND | ND | ND | ND | ND | S [60] | ND | S [60] | |
Norcantharidin | ND | ND | ND | ND | ND | S [60] | S [60] | ND | S [60] | |
Ptp2 | S [60] | ND | ND | S [60] | ND | ND | S [60] | S [60] | S [60] | |
Phosphatidylinositol kinase signaling | Wortmannin | ND | S [162] | ND | ND | ND | ND | ND | ND | ND |
PKC inhibitor | Staurosporine | ND | ND | ND | S [60] | ND | ND | ND | ND | ND |
Pol II inhibitor (Chelator) | Phenantroline | ND | ND | ND | ND | ND | ND | ND | S [162] | ND |
Proteasome | Aclacinomycin a | ND | ND | ND | ND | ND | ND | ND | ND | S [60] |
Canavanine | ND | ND | ND | R [171] | ND | ND | ND | ND | ND | |
Protracted fermentation | High-sugar medium | ND | S [172] | ND | ND | ND | ND | S [172] | ND | ND |
Ribosome function | Neomycin sulfate | S [162] | S [162] | ND | ND | ND | ND | ND | ND | S [162] |
Sphigolipid biosynthesis | Myriocin | ND | ND | ND | ND | ND | ND | S [60] | ND | ND |
TOR signaling | Dieldrin | ND | R [173] | ND | S [173] | ND | ND | S [173] | ND | S [173] |
Rapamycin | S [60] | S [60] | ND | R [174], [20] | ND | ND | ND | ND | S [60] | |
Toxic cation | Aluminium | R [168] | ND | ND | ND | ND | ND | R [81] | ND | R [168] |
Calcium chloride | S [168] | ND | ND | ND | ND | ND | S [157] | ND | ND | |
Dysprosium | R [175] | S [175] | ND | ND | ND | ND | ND | ND | ND | |
Erbium | ND | S [175] | ND | ND | ND | ND | ND | ND | ND | |
Europium | R [175] | S [175] | R [175] | ND | R [175] | S [175] | R [175] | ND | R [175] | |
Gadolinium | ND | S [175] | ND | ND | ND | ND | ND | ND | ND | |
Hygromycin B | S [15], [59], [60], [155], [82], [162] | R [15], [82], [83] | ND | ND | ND | ND | R [15], [14], [82], [83], [84] | R [15], [82] | S [15], [59], [60], [82], [162] | |
Holmium | R [175] | ND | ND | R [175] | ND | ND | ND | ND | ND | |
Lithium chloride | S [60], [82] | R [82] | ND | S [60] | S [60] | ND | R [85], [14], [86], [82], [84] | S [60]/ R [82] | S [60], [82] | |
Lutetium | ND | S [175] | ND | S [175] | ND | ND | ND | ND | ND | |
Manganese chloride | S [60] | ND | S [60] | S [60] | ND | ND | R [14] | S [60] | S [60]/ R [168] | |
Mercury chloride | ND | ND | ND | S [60] | ND | ND | ND | ND | ND | |
Putrescine | ND | ND | ND | ND | ND | ND | R [87] | ND | ND | |
Spermidine | ND | ND | ND | ND | ND | ND | R [87] | ND | ND | |
Spermine | S [15] | R [15] | ND | ND | ND | ND | R [15], [87], [85] | R [15] | S [15] | |
Tetramethylammonium | S [15] | R [15] | ND | ND | ND | ND | R [15], [14] | R [15] | S [15] | |
Thulium | ND | ND | ND | ND | ND | R [175] | ND | S [175] | ND | |
Zinc chloride | S [60] | ND | S [60] | S [60] | ND | ND | ND | S [60] | S [60] | |
Toxic cation/Osmotic stress | Sodium chloride | S [59], [60], [82], [153], [91], [161] | S [60], [161]/ R [82] | S [60] | S [59], [60], [153], [91] | S [60] | ND | R [85], [14], [86], [82] | R [82] | S [59], [60], [82], [153], [91], [161] |
Tyrosine kinase and HSP90 inhibitor | Radicicol | ND | ND | ND | ND | ND | S [162] | ND | ND | ND |
Weak acid stress | Acetic acid | R [176] | S [97], [96] | ND | R [176] | R [176] | R [176] | S [14], [97]/ R [176] | ND | ND |
Citric acid | ND | ND | ND | ND | ND | ND | S [177] | ND | ND | |
Formic acid | R [98] | S [98] | ND | ND | ND | ND | ND | ND | R [98] | |
Mycophenolic acid | ND | S [60] | ND | S [60] | ND | ND | S [60] | S [60] | ND |
As described below, members of each cluster tend to display similar functions or belong to the same signaling pathways. The following sections give a detailed description of the information gathered from the literature for each of the NPR/Hal kinases under analysis.
2.1. NPR1 (YNL183C) plays a pleiotropic role in the regulation of nutrient transporters
The Npr1 (nitrogen permease reactivator 1) protein kinase is the most well functionally characterized kinase from the NPR/Hal family of kinases. The predicted Npr1 consensus sequence (obtained with synthetic peptides) is (K/R)-X-X-S-(K/R) [25]. Npr1 appears to have a requirement for a basic residue at the P-3 position and a substantial favoring for basic P + 1 residues, while a proline at the position P + 1 is disadvantageous [25]. Npr1 displays pleiotropic roles; however, it is best characterized and first described as a regulator of the sorting and stabilization of several amino acid and ammonium permeases at the plasma membrane [20], [26], [27], [28]. The modulation of the activity of plasma membrane proteins is essential for proper yeast response to nutrient fluctuations. Yeast growth and proliferation are dependent on the availability of nitrogen sources. S. cerevisiae is able to grow in a variety of nitrogen sources and discriminates between preferred or non-preferred sources [29]. In the presence of preferred nitrogen sources (ammonia, glutamate, glutamine), yeast activate the nitrogen catabolite repression (NCR) pathway, resulting in the repression of the expression of genes responsible for the use of non-preferred sources (proline, urea, allantoin, gamma-aminobutyric acid (GABA)) [29]. The regulation of nitrogen metabolism is the result of the interplay of different complex regulatory pathways, which mainly include the Ssy1-Ptr3-Ssy5 (SPS) sensor system, the target of rapamycin (TOR) pathway, NCR, and the general amino acid control (GAAC) pathway (reviewed by [30]). The sensing of nitrogen sources is made through the SPS sensor system (extracellular amino acid sensing) and the TOR pathway (intracellular amino acid sensing) [30].
The Npr1 kinase is integrated into the TORC1-Sit4-Npr1 signaling pathway, which controls nutrient plasma membrane transporters’ stability, trafficking and endocytosis. The phospho-regulation within this pathway is complex, and many aspects remain to be elucidated. The current model for the TORC1-Sit4-Npr1 pathway states that in the presence of preferred nitrogen sources, the TOR complex 1 (TORC1) is activated by the Pib2 and Gtr proteins and the Sit4 phosphatase is bound to Tap42, forming a complex, which impedes Sit4 from dephosphorylating Npr1 [31]. Therefore, Npr1 is found in its hyperphosphorylated state and presumed to be largely inactive. Under these conditions, the ammonium transport through Mep1 and Mep3 is inhibited by Par32 (Amu1), which is found dephosphorylated [32]. Contrastingly, under nitrogen limiting conditions or upon cells exposure to rapamycin, TORC1 is inactive, leading to the Ptc1- Tip41-mediated activation of Sit4 by dissociation from Tap42, effectively reducing the phosphorylation levels of Npr1 and rendering it active [21], [33]. Activation of Npr1 results in the phosphorylation of -arrestins (selective protein trafficking adaptors), such as Bul1/Bul2, Art1 and Aly2, causing their association with 14–3-3 proteins (in the case of Bul1/Bul2) or inhibiting the recruitment of the Rsp5 ubiquitin ligase (in the case of Art1), thereby impairing their endocytic function, and in turn leading to the stabilization of plasma membrane amino acid permeases (AAPs) [34], [35], [36], [37], [38]. Under these conditions, Npr1 further enhances the stabilization of the general AAP Gap1 through direct phosphorylation of the proteins Orm1 and Orm2 (mediators of sphingolipid homeostasis), which in turn promote the de novo synthesis of complex sphingolipids [39], [40], [41]. Npr1 also inactivates Par32 through phosphorylation, keeping the ammonium transporters Mep1 and Mep3 active, and directly phosphorylates the transporter Mep2, thereby leading to its activation [32], [42]. The inhibition of Par32 activity leads to increased intracellular ammonium levels preventing the reactivation of TORC1 [43].
The activity of Npr1 is regulated through phosphorylation in a complex manner [22]. Npr1 phosphorylation occurs in different degrees depending on the environmental conditions: in nitrogen limiting conditions, it is almost completely dephosphorylated; in rapamycin-induced TORC1 inhibition conditions, it displays intermediate phosphorylation; and in nitrogen-rich conditions, it is hyperphosphorylated by TORC1 [21], [37]. Npr1 is also described to be autophosphorylated (at the residues Ser47, Ser257, and Ser357). However, this autophosphorylation seems to occur independently of the quality of the nitrogen source and has no regulatory effect [22], [44]. Expansion of the aforementioned model extends Npr1 and Sit4 regulatory activities upon some targets (such as -arrestins) even in conditions where TORC1 is active (where both Sit4 and Npr1 are presumably inactive) [37]. Npr1 and Sit4 presumably work as counterbalancing effectors of their targets’ phosphorylation levels, while Sit4 negatively regulates the activity of Npr1. This observation is derived from the demonstrated ability of Npr1 to mediate the phosphorylation of selective targets (Mep2, Aly2) despite being in a hyperphosphorylated state in cells not expressing the Sit4 phosphatase [37], [42]. While Npr1 is mainly inactive during TORC1 activation, Sit4 may dephosphorylate select -arrestins, thereby stabilising specific AAPs at the plasma membrane and inducing the endocytosis of general AAPs. Furthermore, Npr1 can reduce TORC1 activity [45]. This negative regulation was recently found to be through the Npr1-mediated phosphorylation of Pib2 upon non-preferred nitrogen source supplementation, and even possibly under conditions where Npr1 activation is intermediate, creating a regulatory feedback loop [31], [46].
The Npr1 kinase was also implicated in the transition to filamentous growth and suggested to have a role in the pheromone-response pathway in S. cerevisiae [47], [48]. Contrarily to its paralogue PRR2 (see Section 2.2), both overexpression and gene deletion of NPR1 result in the exhibition of a filamentous growth phenotype [49], [50], [51], [52]. The requirement of Npr1 for filamentous growth was shown to be exerted through the control of the ammonium transporter Mep2 activity [47], [53]. In cells lacking NPR1, Mep2 localizes to the plasma membrane and is properly expressed; however, it is not able to transport ammonium [47]. Mep2 is an ammonium sensor essential for filamentous growth in conditions of low extracellular ammonium and independent of the available nitrogen source quality [47], [54], [55]. In the mating pheromone response case, Npr1 was shown to be dephosphorylated after pheromone treatment, or upon the deletion of SAP155 (encoding a protein that forms a complex with the Sit4 phosphatase) [48]. In addition, Par32, also belonging to the TORC1-Sit4-Npr1 pathway, displays increased phosphorylation levels in this condition [48]. The TORC1-Sit4-Npr1 pathway is also linked to the regulation of intracellular potassium levels (see Section 2.5). Npr1 was shown to have low activity (is hyperphosphorylated) in potassium-limiting conditions or in hal4hal5 mutant cells while acting as a multicopy suppressor of the hal4hal5 phenotypes [56]. Inhibition of the Npr1 activity increases -arrestins-mediated endocytosis of nutrient transporters in hal4hal5 cells [56]. Moreover, the TORC1-responsive transcription factor Gln3, presumably regulated by Npr1, was reported to localize in the cytoplasm (thereby being inactive) in hal4hal5 cells, whose intracellular potassium levels are low (favoring TORC1 activation and Npr1 inactivation) [57], [58]. The regulation of the osmotic stress response is another process in which Npr1 is presumably involved through phosphorylation of Rho5, which is consistent with the salt stress sensitivity of npr1 deletion mutant cells (Table 1) [44], [59], [60], [61]. Rho5 is a Rho-type GTPase implicated in the cell wall integrity signaling pathway and response to oxidative stress, which interacts with Ste50 leading to the activation of the osmotic stress-responsive HOG MAPK pathway [44].
In the fungal pathogen Candida albicans, the transition from budding yeast morphology to filamentous growth is also induced in response to the low availability of nitrogen sources. C. albicans Npr1 (CaNpr1 (orf19.6232)) inactivation confers resistance to rapamycin, suggesting that this kinase activity, identically to S. cerevisiae, is controlled by TOR [62]. C. albicans has two ammonium permeases, CaMep1 and CaMep2. Similarly to S. cerevisiae, CaMep2, but not CaMep1, is required for filamentous growth induction [62], [63]. The dependency on Npr1 of the ammonium permeases in C. albicans differs from S. cerevisiae. In S. cerevisiae, neither ammonium permeases (Mep1-3) can support growth in the absence of Npr1, whereas in C. albicans only CaMep2 transport activity appears to be significantly impaired in the absence of CaNpr1. Curiously, the dependence of CaMep2 on CaNpr1 is abolished when the cultivation temperature is increased to 37 °C, indicating that such temperature increase alone can induce a conformational change in CaMep2 permissive for transport [53], [62]. In the nitrate-assimilatory yeast Hansenula polymorpha, the sole nitrate transporter Ynt1 activity is controlled by phosphorylation in an Npr1-dependent manner in conditions of nitrogen limitation [64]. Ynt1 phosphorylation mediated by the H. polymorpha Npr1 (HpNpr1) prevents its sorting to the vacuole. HpNPR1 disruption, identically to S. cerevisiae, leads to reduced growth in ammonium medium [64].
2.2. PRR2 (YDL214C), an inhibitor of the pheromone-response pathway
The Prr2 (Pheromone Response Regulator 2) kinase was first identified as an inhibitor of pheromone-induced signaling in the S. cerevisiae mating pathway [65], [66]. Overexpression of the PRR2 kinase was shown to inhibit pheromone-dependent transcriptional induction [65]. Several mitogen-activated protein kinase (MAPK) signal transduction pathways have been characterized in S. cerevisiae [67]. The best described MAPK pathway modulates the mating of haploid cells. In haploid S. cerevisiae cells mating is induced by pheromone sensing, resulting in the fusion of two cells of opposite mating types (reviewed in [68]). Most elements of the mating pheromone response are also required for filamentous growth, which is observed when S. cerevisiae cells grow on a semisolid medium with limited nutrients. In haploid cells, this filamentous growth is often termed invasive growth, whereas, in diploids, it is termed pseudohyphal growth and is induced by the lack of a fermentable carbon source or by nitrogen limitation conditions [69]. The functional mechanism of Prr2 was inferred using a Prr2 kinase-inactive version (Prr2-KD) by demonstrating that Prr2-KD still led to signaling inhibition but in a less potent way than in its wild-type counterpart [65]. This observation suggested that Prr2 may act through two different mechanisms: enhanced phosphorylation (inhibition of a pathway element through phosphorylation) and competitive binding (binding to the regulatory subunit of a substrate protein, effectively reducing its phosphorylation and activity) [65]. Moreover, Prr2 was suggested to be a downstream effector of the Fus3 pheromone module (MAPK pathway), responsible for regulation of cell–cell fusion in response to pheromone signaling [65]. This conclusion was based on the inability of the PRR2 overexpression or Prr2-KD to affect the pheromone-induced feedback phosphorylation of Ste7 [65]. Overexpression of PRR2 inhibits transcriptional induction resultant from STE12 overexpression, suggesting that Prr2 might act in conjunction with Ste12 through direct or indirect modulation of its activity [65]. Ste12 was shown to directly bind PRR2’s promotor in S. cerevisiae cells grown in synthetic low-ammonium dextrose (SLAD) medium (filamentous growth-inducing) [70]. The exact mechanism of action, as well as Prr2 targets and upstream regulators, remain elusive. Like PRR2, its paralogue NPR1 (see Section 2.1) has also been implicated in the filamentous growth pathway [49], [50], [51], [71], [72]. PRR2 and NPR1 were identified as targets of the transcription factors Sut1, Sut2, Upc2, and Ecm22 [66], [71], [73]. The zinc cluster transcription factors Sut1, Sut2, Upc2 and Ecm22, initially implicated in the regulation of sterol uptake under anaerobic conditions, have key regulatory roles in filamentation and mating (reviewed in [74]). Briefly, in filamentous growth conditions, Ecm22 and Upc2 are both inducers, whereas Sut1 and Sut2 are inhibitors by partially repressing their targets in nutrient-replete conditions [71], [73]. In nutrient-limiting conditions, Ste12 becomes active and consequently downregulates the expression of Sut1 and Sut2, resulting in the induction of Sut1/Sut2 targets, including UPC2, which in turn upregulates its targets [71]. In mating, Sut1 and Sut2 are positive regulators through inhibition of the expression of their targets, such as PRR2 [66]. Ecm22 and Upc2 also seem to play a role in mating regulation through a mechanism independent of PRR2 expression modulation [72]. Based on the gathered information, a model integrating Prr2 and Npr1 in the pheromone-response and filamentous growth signaling pathways was assembled and is depicted in Fig. 2.
Fig. 2.
Npr1 and Prr2 roles in the pheromone-response and filamentous growth pathways. Model depicting the functional integration of Prr2 and Npr1 into the pheromone-response and filamentous growth signaling pathways. Transcriptional and post-translational regulations are indicated by activating (green) or inhibitory (red) arrows. Kinases are highlighted in pink and transcription factors in blue. P designates phosphorylation. (For interpretation of the references to colour in this figure legend, the reader is referred to the web version of this article.)
Despite being an inhibitor of the pheromone-induced signaling pathway and playing a role in filamentation, the deletion of PRR2 does not originate any phenotype in either condition; only PRR2 overexpression does [65], [71]. One of the possibilities is that the presence of NPR1, which displays similar expression patterns and overlapping functions with PRR2 in the transition to filamentous growth, can compensate for the loss of PRR2 [71], [75]. Another possibility would be regulation by Prr2 of both the positive and negative components from the mating or filamentous growth signaling pathways [65].
2.3. PTK1 (YKL198C) and PTK2 (YJR059W) are regulators of polyamine uptake
The paralogues PTK1 and PTK2 were first identified through genetic screens as positive regulators of membrane polyamine transport in S. cerevisiae [76], [77]. Polyamines (putrescine, spermidine and spermine) are polycations that interact with negatively charged molecules such as DNA, RNA and proteins. They are essential for maintaining cell growth, survival and macromolecular biosynthesis in yeasts [78]. In S. cerevisiae, the intracellular levels of polyamines are strictly regulated; low levels are insufficient to maintain cell growth, while high levels are cytotoxic [79]. The regulation of polyamine levels is exerted through biosynthesis, degradation and transport. In S.cerevisiae, the polyamine transport system comprises five genes, TPO1-5, encoding polyamine excretion proteins and five genes, GAP1, AGP2, UGA4, DUR3, and SAM3, encoding polyamine uptake proteins [80]. Ptk2 is described as a regulator of polyamines’ uptake through phosphorylation of the polyamine transporter Dur3 [80]. Moreover, abrogation of PTK2 expression leads to increased tolerance of the cells to toxic cations, such as lithium, sodium, manganese, aluminium, and Hygromycin B, in addition to polyamines (Table 1) [14], [15], [81], [82], [83], [84], [85], [86], [87]. Contrarily to PTK2, which is a crucial determinant of high-affinity polyamine uptake, PTK1 is expressed at shallow levels, and only appears to affect low-affinity, low-capacity polyamine uptake [86]. It was suggested that the minor effects observed resulting from PTK1 deletion on polyamine uptake might be masked by the activity of Ptk2 [86]. Indeed, there may be regulatory interplays between both encoding genes since the transcript levels of PTK1 increased upon PTK2 disruption [86]. Nevertheless, PTK1 remains largely unexplored and uncharacterized.
The uptake of polyamines and several cations in S. cerevisiae is energy-dependent. The transmembrane proton gradient generated at the plasma membrane by the proton plasma membrane ATPase (H+-ATPase) Pma1 is essential for secondary transport of nutrients, regulation of intracellular pH, and uptake and extrusion of different ions, such as polyamines and toxic cations [88]. The activity of Pma1 is highly affected by PTK2 expression; overexpression of PTK2 significantly increases glucose-induced Pma1 activity, whereas its deletion significantly decreases Pma1 activity [14], [84], [85]. The modulation of Pma1 activity through Ptk2 indicates that polyamine and ion transport is affected by alterations in the plasma membrane electrochemical potential [85]. Ptk2 was shown to be localized at the plasma membrane and regulate Pma1 activity during glucose activation through phosphorylation of Pma1-Ser899, which causes a decrease in the H+-ATPase Km (or, in other words, an increase in affinity for ATP) [89]. This observation is based on the phenotype displayed by the PTK2 deletion mutant strain (defective in H+-ATPase activation through glucose-dependent Km decrease) and in vitro and in vivo phosphorylation assays [14], [82], [89]. Altogether, Ptk2 appears to be involved in both direct (through Dun3) and indirect (through Pma1) regulation of polyamine transport.
In line with the aforementioned roles, Ptk2 has also been implicated in the adaptation to alkaline stress conditions, which are known to affect plasma membrane proton gradient [90]. Deletion of PTK2 leads to high sensitivity towards alkaline conditions (pH 8.0) (Table 1) [59], [60], [91]. Adaptation and resistance to alkaline stress depend on Pma1 as a major regulator of plasma membrane potential and intracellular pH [90]. Alkaline stress induces the expression of PTK2 [92], which is directly controlled by the transcription factor Pho4, responsible for the activation of the PHO genes in response to inorganic phosphate (Pi) starvation [90], [93].
In the pathogenic yeast C. albicans, Ptk2 was described as a potential target of CaSky2 [94]. CaSky2 and CaSky1 are protein kinases homologous to the S. cerevisiae kinase Sky1, which is an essential factor in the regulation of polyamine transport, in addition to Ptk2, and a regulator of the Trk1/Trk2 potassium transport system [85], [95]. CaSky1 presumably functions similarly to Sky1 since its deletion results in resistance to salt stress and toxic polyamine concentrations [94]. On the other hand, CaSky2 is functionally different from CaSky1, being described as playing a role in dipeptide utilization [94].
2.4. HRK1 (YOR267C), a determinant of tolerance to short-chain weak acids-induced stress
Hrk1 is a 759-residue polypeptide whose first biological role attributed was the activation of S. cerevisiae yeast plasma membrane H+-ATPase (Pma1); however, this Hrk1-mediated activation occurs at a much lesser extent than the Ptk2-mediated activation (see Section 2.3) [14], [84]. Phosphoproteomic analyses, including the Hrk1 kinase, indicate that it primarily regulates plasma membrane transporter proteins and proteins implicated in carbohydrate metabolism [75], [96]. One of the most remarkable phenotypes associated with the HRK1 gene is the conferred tolerance in S. cerevisiae to short-chain weak acids, such as acetic acid and formic acid; its deletion results in hypersensitivity to acetic acid or formic acid stress (Table 1) [97], [98]. Moreover, HRK1 expression is activated in yeast cells exposed to acetic acid stress [99].
Acetic acid is an important inhibitory compound present in lignocellulosic hydrolysates used as feedstock in advanced biorefineries and a byproduct of alcoholic fermentation. It is also a widely used preservative in foods and beverages. Knowledge of the mechanisms underlying yeast tolerance to this weak acid is therefore important to guide the development of robust industrial strains or preservation practices in the Food Industry (reviewed by [100]). In response to acetic acid stress, HRK1 transcription is regulated by the transcription factor Haa1, the main player controlling the expression levels of 80% of the genes involved in the acetic acid response in S. cerevisiae [99]. The regulation of HRK1 expression by Haa1 is yet to be demonstrated to be direct or indirect; however, based on the reported Haa1 binding motif (Haa1-responsive element (HRE)) [101], and making use of the YEASTRACT database [102], three HREs are found at the HRK1 promoter.
The effect of HRK1 expression in S. cerevisiae plasma membrane phosphoproteome profile was investigated during the early response of yeast cells suddenly exposed to acetic acid stress [96]. Hrk1 was shown to mediate the phosphorylation levels of 40% of membrane-associated acetic acid-responsive proteins [96]. One important mechanism of tolerance to weak acids is the remodelling of the cell wall, and plasma membrane [103], [104], [105], [106]. Increasing the synthesis of sphingolipids has been proposed to enhance the tolerance to acetic acid in S. cerevisiae based on the observed increase in sphingolipids in this yeast species upon acetic acid stress [107]. In conditions of sphingolipid synthesis inhibition (30 min or 90 min exposure to myriocin), Hrk1 has significantly altered phosphorylation levels [108], suggesting a possible role of this kinase in sphingolipid regulatory mechanisms, even though no significant changes in the levels of sphingolipids could be observed in hrk1 mutant cells either in the absence or presence of acetic acid stress [96]. The lipid composition of hrk1 deletion mutant cells displayed increased levels of dihydroceramide in the absence or presence of acetic acid stress when compared to the parental strain and significantly decreased levels of phosphatidylinositol and phosphatidylcholine in hrk1 deletion mutant cells exposed to acetic acid stress [96]. Furthermore, the TORC2-mediated phosphorylation of Ypk1 and Ypk2 and Ypk1-mediated Orm1 were not perturbed in hrk1 mutant cells under acetic acid stress; indicating that Hrk1 is likely, not involved in the activation of TOR complex 2 (TORC2) or Ypk1 from the sphingolipid biosynthetic pathway under acetic acid stress conditions [103]. The expression levels of HRK1 were also reported to increase significantly upon exposure to high temperatures [109], [110]. In fact, Hsf1, a transcription factor described as the master regulator of heat shock response, binds to the HRK1 promoter of yeast cells under basal conditions (30 °C) [111], following acute heat shock (30 °C to 39 °C for 5 min or 20 min) [111], [112], [113], or when chronically exposed to thermal stress (30 °C to 39 °C for 120 min) [112].
Curiously, HRK1 contains a microsatellite locus that is commonly used for the estimation of levels of genetic variability within populations due to its high degree of polymorphism; YOR267C contains a poly CAA (encoding Gln) motif of variable length [114]. This motif is located outside the protein kinase domain in the region between residues 634 and 647 and is hypervariable among S. cerevisiae strains (additional information about microsatellites can be found in [115]).
In non-Saccharomyces yeasts, HRK1 was also described as a determinant of tolerance to weak acid stress. In Zygosaccharomyces bailii/parabailii, two remarkably acetic acid-tolerant yeast species, the homologous HRK1 gene – ZbHRK1 (ZBIST_0481) – displays significantly lower mRNA levels in cells not expressing the ZbHAA1 (ZBIST_2620) transcription factor [116]. ZbHaa1 is a functional homologue of ScHaa1 and is required for adaptive response and tolerance to both acetic acid and copper stresses [116], [117] (reviewed by [100], [118]). Unlike ZbHaa1, in S. cerevisiae ScHaa1 is not bifunctional and only controls the adaptive response to acetic acid, whereas the response to elevated copper concentrations is exerted through the transcription factor ScCup2 [116].
In the methylotrophic yeast species Komagataella phaffii (formerly Pichia pastoris), the HRK1 orthologue PpHRK1 (PAS_chr3_1091) was identified in a screening for kinases conferring resistance to acetic acid using a K. phaffii kinase deletion library [119]. Deletion of PpHRK1 resulted in impairment of the cell growth upon exposure to acetic acid. On the other hand, its overexpression resulted in an improved acetate metabolism, a productivity improvement compared to the parental strain of 55% of acetyl-CoA-dependent 6-methylsalicylic acid (6-MSA) in a yeast culture with 30 mM acetate [119]. However, PpHRK1 did not seem to be involved in the activation of PpPma1, and the molecular mechanism of Hrk1-mediated signal transduction in K. phaffii remains unclear [119].
In the pathogenic yeast C. albicans, deletion of CaHRK1 (orf19.5408) results in increased resistance to LiCl and spermine, suggesting it might be a potential target of CaSky1 (see Section 2.3) [94]. A transcriptomic analysis study of the pathogenic yeast Candida glabrata during the early response to acetic acid stress revealed that the orthologue of HRK1 in C. glabrata, CgHrk1 (CAGL0C02893g), displayed increased expression levels upon exposure to acetic acid stress [120]. Furthermore, a decrease of more than 50% of its expression levels was observed in Cghaa1 cells under acetic acid stress compared to the parental strain, suggesting that CgHRK1 activity is also modulated by the transcription factor CgHaa1 (CAGL0L09339g) [120]. This transcription factor is an essential determinant of C. glabrata tolerance and response to acetic acid stress, and an orthologue of S. cerevisiae Haa1 transcription factor [120].
HRK1 and HAL4 (see Section 2.5) were identified as genetic determinants of lipid accumulation in the oleaginous yeast Rhodotorula toruloides through fitness analysis of deletion mutants [121]. This yeast species can produce lipids and carotenoids from diverse carbon sources, including xylose, and displays relatively high tolerance to inhibitory compounds present in lignocellulosic hydrolysates, making it an attractive host for the production of biotechnological relevant compounds [122].
2.5. HAL5 (YJL165C) and HAL4 (YCR008W) stabilize several cation and nutrient plasma membrane transporters
The partially redundant kinases Hal5 and Hal4 (alias Sat4) were first identified through a genetic screen to confer tolerance to inhibitory concentrations of NaCl and LiCl upon overexpression, but not to osmotic stress in media with high concentrations of KCl or sorbitol [123]. Deletion of either HAL5 or HAL4 leads to salt sensitivity (Table 1), which is enhanced in the hal4hal5 double mutant [82], [123]. These kinases were therefore described as key determinants of ion homeostasis and salt tolerance. S. cerevisiae makes use of complex homeostatic pathways for the modulation of cellular ion homeostasis, which are essential to ensure the correct function of several cellular systems. In yeast, potassium (K+) is the major intracellular cation, retained intracellularly at high concentrations. In contrast, the intracellular accumulation of other monovalent cations such as sodium (Na+) or lithium (Li+) must be kept low due to their toxicity [123]. Potassium is required for essential physiological functions, including the regulation of cell volume and maintenance of plasma membrane electrochemical potential and intracellular pH [124]. At the yeast plasma membrane, the alkali metal cation transport systems comprise the potassium uptake transporters Trk1 and Trk2, the potassium channel Tok1, the K+-Na+/H+ antiporter Nha1, and the Ena Na+-ATPases efflux systems [125]. The tolerance mechanism of Hal4 and Hal5 to salt stress results from the modulation of cation uptake through the Trk1 and Trk2 potassium transporters and independently from the Ena Na+-ATPases activity [123]. The regulation exerted by Hal5 and Hal4 is a result of the stabilization of Trk1 at the plasma membrane: the double mutant strain hal4hal5 displays a rapid degradation of the Trk1 transporter in limiting potassium conditions, and overexpression of HAL5 leads to Trk1 accumulation at the plasma membrane [126], [127]. Overexpression of HAL5 was also described to suppress lithium-sensitive mutations of genes involved in sporulation and meiosis, in the biosynthesis of ergosterol, in the Rho1 signaling to the actin cytoskeleton, and in the Hal3/Ppz1/Calcineurin pathway [128]. The transcription regulation of HAL5 gene expression, and consequently the control of Trk1 activity in the cell, was shown to be induced in response to salt stress and alkaline pH conditions in a calcineurin/Crz1-dependent manner [124], [129], [130]. Moreover, HAL4 (IPF11548) expression was also found to be activated by calcium in a calcineurin/Crz1-dependent manner in the pathogenic yeast C. albicans [131]. Calcineurin is a Ca2+/calmodulin-dependent phosphatase that modulates the activity of the transcription factor Crz1 and is activated under specific conditions, including exposure to high concentrations of Ca2+ or Na+, high temperatures or prolonged incubation with -factor [129]. Furthermore, both Hal4 and Hal5 are determinants of susceptibility to formic acid (Table 1), possibly acting through the stabilization of the Trk1 transporter [98].
Besides Trk1, Hal4 and Hal5 are also presumably responsible for the stabilization of different nutrient transporters at the plasma membrane (some of them regulated by the ART-Rsp5 pathway), such as amino acid permeases (Can1, Fur4, Mup1, and Gap1), and glucose permeases (Hxt1), some of them dependent on the intracellular potassium levels [13], [126], but the underlying molecular mechanism remains unclear. In fact, the hal4hal5 mutant displays a constitutive activation of the GCN pathway and decreased uptake of amino acids, and glucose [127]. This double mutant also has an altered metabolic state toward respiration [127]. Interestingly, a small fraction of the Hal4 protein was described to localize to the mitochondria, while Hal4 protein is mainly cytosolic [132], [133], [134]. Although deletion of HAL4 does not significantly affect mitochondrial functions or mitochondrial proteome, its overexpression does lead to impaired growth on non-fermentable carbon sources and significant changes in the mitochondrial proteome; its regulatory role was proposed to involve the regulation of late steps of the maturation of mitochondrial iron-sulfur cluster proteins [132]. Hal5 was found to be a nutrient-responsive kinase that localizes to the plasma membrane depending on the availability of specific nutrients such as amino acids [13]. Excess concentration of certain amino acids in the media reduces Hal5 localization to the plasma membrane in a TORC1-independent manner (increasing the Hal5 cytosolic pool), while exposure to stress-inducing salt concentrations has the opposite effect. Furthermore, the N-terminal region (upstream of the kinase domain) was shown to be essential for the recruitment of Hal5 to the plasma membrane and regulation of endocytosis [13]. HAL5 overexpression suppresses the lithium sensitivity phenotype displayed by S. cerevisiae cells deleted for genes encoding proteins involved in the vacuolar targeting of nutrient-permeases [128], [135]. This is consistent with the role attributed to Hal5 in sorting and stabilization of nutrient transporters at the plasma membrane.
2.6. RTK1 (YDL025C) and KKQ8 (YKL168C) remain largely uncharacterized
Information concerning the protein kinase Rtk1 is very limited. Rtk1 may play a role in the peroxisomal biogenesis process since deletion of RTK1 leads to fewer and enlarged peroxisomes; however, the derived morphological defects did not affect peroxisome functionality [136]. Deleting of either RTK1 or PTK2 (see Section 2.3) results in high-impact consequences in the lipidome of S. cerevisiae, suggesting a role in lipid homeostasis regulation. Lipid homeostasis modulation is highly dynamic and represents an essential mechanism for yeast cell adaptation to environmental challenges [137].
The protein abundance and phosphorylation levels of Rtk1 were found to be increased in yeast cells exposed to acetic acid stress [138]. In addition, overexpression of RTK1 led to enhanced acetic acid tolerance, ethanol productivity, and better fermentation performance when yeast cells were grown in a medium containing a corn stover hydrolysate-simulated inhibitory mixture [138]. Curiously, deletion of RTK1 does not cause a phenotype upon acetic acid stress [97], which likely indicates its activity is compensated by another kinase (Hog1, Hrk1, and Ptk2 are possible candidates). Indeed, a yeast two–hybrid assay revealed that Hog1 – known to play a role in acetic acid stress tolerance [97], [139], [140], [141] – interacts with Rtk1 in vivo, suggesting that these kinases might belong to the same signaling pathway in response to acetic acid stress [138]. RTK1 overexpressing strain response to other stresses was also tested: exposure to salt stress (NaCl) did not significantly affect its growth, whereas growth upon exposure to hydrogen peroxide (H2O2) was significantly improved compared to the wild-type counterpart [138]. These results are in agreement with the phenotypes displayed by strains deleted for RTK1 exposed to oxidative stress or toxic cations (Table 1). Deletion of RTK1 renders the cell resistant to toxic cations such as Hygromycin B, spermine, tetramethylammonium, lithium chloride, and sodium chloride and sensitive to oxidative stress-inducing compounds such as H2O2, potassium dichromate, cadmium chloride, sodium fluoride, and sodium arsenate. [15], [60], [82], [142]. Moreover, RTK1 expression is significantly increased in cells exposed to a combination of citrinin and ochratoxin A and in response to selenide stress, which mainly trigger a response to oxidative stress [143], [144]. Yap1, a transcription factor essential for oxidative stress response and tolerance, was also described to bind the RTK1 gene promoter in vivo [144]. Altogether, this data suggests involvement of Rtk1 in the yeast cell response to oxidative stress.
The Kkq8 kinase is the most uncharacterized kinase from the NPR/Hal family. Phylogenetically, it is the closest kinase to Hal5; however, it does not seem to function in a similar manner. Contrarily to HAL5, overexpression of KKQ8 does not confer salt tolerance [123]. Deletion of KKQ8 was described to render S. cerevisiae cells sensitive to anti-fungals such as clotrimazole and nystatin (Table 1) [60]. Additionally, the absence of KKQ8 suppresses the plasma membrane localization of the drug efflux transporters Pdr5 and Yor1, which are under the control of the transcription factors Pdr1/3, in cells treated with the anti-fungal and PDR substrate atorvastatin [145].
3. Concluding remarks
This review article compiles the currently available information on the NPR/Hal kinases, including their integration into signaling pathways responsive to environmental changes. It also makes use of data obtained by high-throughput analyses, whose main goal was not to examine specifically those kinases. Although a significant amount of information was put together, much remains to be uncovered and explored. The study of protein kinases is not straightforward. Most of the experimental evidence regarding their regulation targets is provident from genome-wide analyses, such as phosphoproteomic analysis, in vitro protein chip analysis, and quantitative genetic interaction mapping. Despite uncovering possible phosphorylation targets, phosphoproteomic analyses do not offer information regarding the functional and biological relevance of the uncovered phosphorylation sites. Furthermore, studies focused on specific kinases often overlook relevant connections and crosstalk beyond the different kinases and the involved signaling pathways.
The fungal-specific kinases from the NPR/Hal family have key roles in regulating nutrient transport and ion homeostasis. These kinases display several overlapping and complementary functions. The most prominent examples of function overlap are the kinase paralogue pairs Npr1/Prr2 and Ptk2/Ptk1. Npr1 and Prr2 both have roles in the pheromone-response and filamentous growth pathways (see Sections 2.1, 2.2), whereas Ptk1 and Ptk2 regulate polyamine uptake (see Section 2.3). Additionally, the kinase pair Hal4 and Hal5, although not paralogues, are partially redundant in regulating plasma membrane transporters’ stabilization and potassium homeostasis (see Section 2.5). Hrk1, despite having a higher similarity to Rtk1, Npr1 and Prr2, appears to function more similarly to the Ptk2 kinase (see Section 2.4). The remaining kinases, Rtk1 and Kkq8, remain functionally uncharacterized and unexplored (see Section 2.6). The majority of NPR/Hal kinases appear to function in a coordinated manner in regulating plasma membrane nutrient transporters and ion homeostasis in S. cerevisiae. As an example, alterations in potassium availability or regulation of its uptake have influence on the modulation mechanisms of phosphate uptake and metabolism [146], [147]. Perturbations in the potassium uptake lead to the hyperactivation of Pma1 and affect the phosphate metabolism by triggering a response similar to phosphate starvation [146]. The activation of PTK2 transcription by the transcription factor Pho4 (active in phosphate-limiting and alkaline pH conditions) in these conditions might have a role in the increased activity levels displayed by Pma1. Furthermore, the TORC1-Sit4-Npr1 pathway (described in Section 2.1) activity is also linked with intracellular potassium levels. The observation was based on the hypersensibility displayed by the hal4hal5 and trk1trk2 mutants to rapamycin and the Trk1/2-independent decreased potassium accumulation resultant from TORC1 inhibition [56], [148]. A model displaying currently known complex regulation mechanisms of the NPR/Hal kinases is shown in Fig. 3.
Fig. 3.
Model of NPR/Hal kinases mechanisms of regulation. Schematic model displaying a simplified version of the known molecular mechanisms and signaling pathways underlying NPR/Hal kinases regulation of cellular processes in S. cerevisiae. Kinases are represented in orange, phosphatases in gray, -arrestins in pink, and transcription factors in red. Regulations are indicated by activating (green) or inhibitory (red), and when relevant proteins are marked as “Active” or “Inactive”. P designates phosphorylation and Ub ubiquitylation. AAP stands for amino acid permease. (For interpretation of the references to colour in this figure legend, the reader is referred to the web version of this article.)
Knowledge of the mechanisms of regulation of these kinases, their phosphorylation targets, and involvement and organization in signaling pathways in yeast is valuable in understanding the processes underlying ion homeostasis maintenance and regulation of intracellular pH and plasma membrane nutrient transporters. Some applications include the identification of potential targets for genome manipulation to generate more robust yeast species for producing high-value metabolites with high tolerance capacity to stresses occurring during industrial bioprocesses. The characteristics of the NPR/Hal kinases in pathogenic yeast species also make them attractive candidates as therapeutic targets. Protein kinases play essential roles in the regulation of the pathogenicity of Candida species. A recent in silico study identified the protein kinases Npr1 and Ptk2 as potential drug targets and tools to discover new lead compounds to fight fungal infections, such as candidiasis [149]. Npr1 and Ptk2 were selected due to their key roles in the mechanisms regulating Candida spp. pathogenicity, their fungal specificity, and lack of human homologues [62], [63], [149], [150], [151]. More in-depth molecular and cellular studies are fundamental to better understand the overlooked role of the NPR/Hal kinases in the regulation of cellular processes in yeasts with impact in biological knowledge and in biotechnological and clinical applications.
CRediT authorship contribution statement
Miguel Antunes: Writing – original draft, Writing – review & editing, Visualization. Isabel Sá-Correia: Conceptualization, Writing – review & editing, Supervision, Project administration.
Declaration of Competing Interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgments
Work in the laboratory of IS-C is supported by ‘Fundação para a Ciência e a Tecnologia’ (FCT) through project 2022.01501.PTDC “Mechanistic insights into adaptation and increased robustness to acetic acid and other weak acids toxicity in yeasts” and a Ph.D. fellowship to MA (FCT PhD Programme BIOTECnico-Biotechnology and Biosciences; PD/BD/142944/2018). Funding received from FCT by iBB-Institute for Bioengineering and Biosciences (UIDB/04565/2020 and UIDP/04565/2020) and by i4HB (LA/P/0140/2020), is also acknowledged.
References
- 1.Ptacek J., Devgan G., Michaud G., Zhu H., Zhu X., Fasolo J., et al. Global analysis of protein phosphorylation in yeast. Nature. 2005;438(7068):679–684. doi: 10.1038/nature04187. [DOI] [PubMed] [Google Scholar]
- 2.Lin S., Wang C., Zhou J., Shi Y., Ruan C., Tu Y., et al. EPSD: a well-annotated data resource of protein phosphorylation sites in eukaryotes. Briefings Bioinformatics. 2021;22(1):298–307. doi: 10.1093/bib/bbz169. [DOI] [PubMed] [Google Scholar]
- 3.Ficarro S.B., McCleland M.L., Stukenberg P.T., Burke D.J., Ross M.M., Shabanowitz J., et al. Phosphoproteome analysis by mass spectrometry and its application to Saccharomyces cerevisiae. Nat Biotechnol. 2002;20(3):301–305. doi: 10.1038/nbt0302-301. [DOI] [PubMed] [Google Scholar]
- 4.Ptacek J., Snyder M. Charging it up: global analysis of protein phosphorylation. Trends Genet. 2006;22(10):545–554. doi: 10.1016/j.tig.2006.08.005. [DOI] [PubMed] [Google Scholar]
- 5.Fraschini R., Raspelli E., Cassani C. Protein phosphorylation is an important tool to change the fate of key players in the control of cell cycle progression in Saccharomyces cerevisiae. Protein Phosphorylation Human Health. 2012:377–394. doi: 10.5772/47809. [DOI] [Google Scholar]
- 6.Oliveira A.P., Sauer U. The importance of post-translational modifications in regulating Saccharomyces cerevisiae metabolism. FEMS Yeast Res. 2012;12(2):104–117. doi: 10.1111/j.1567-1364.2011.00765.x. [DOI] [PubMed] [Google Scholar]
- 7.Zolnierowicz S., Bollen M. Protein phosphorylation and protein phosphatases de panne, belgium, september 19–24, 1999. EMBO J. 2000;19(4):483–488. doi: 10.1093/emboj/19.4.483. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Mann M., Ong S.-E., Grønborg M., Steen H., Jensen O.N., Pandey A. Analysis of protein phosphorylation using mass spectrometry: deciphering the phosphoproteome. Trends Biotechnol. 2002;20(6):261–268. doi: 10.1016/S0167-7799(02)01944-3. [DOI] [PubMed] [Google Scholar]
- 9.Miranda-Saavedra D., Barton G.J. Classification and functional annotation of eukaryotic protein kinases. Proteins: Struct Function Bioinformatics. 2007;68(4):893–914. doi: 10.1002/prot.21444. [DOI] [PubMed] [Google Scholar]
- 10.Martin D.M., Miranda-Saavedra D., Barton G.J. Kinomer v. 1.0: a database of systematically classified eukaryotic protein kinases. Nucl Acids Res. 2009;37(suppl_1):D244–D250. doi: 10.1093/nar/gkn834. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Brinkworth R.I., Munn A.L., Kobe B. Protein kinases associated with the yeast phosphoproteome. BMC Bioinformatics. 2006;7(1):1–16. doi: 10.1186/1471-2105-7-47. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Hunter T., Plowman G.D. The protein kinases of budding yeast: six score and more. Trends Biochem Sci. 1997;22(1):18–22. doi: 10.1016/S0968-0004(96)10068-2. [DOI] [PubMed] [Google Scholar]
- 13.Tumolo J.M., Hepowit N.L., Joshi S.S., MacGurn J.A. A snf1-related nutrient-responsive kinase antagonizes endocytosis in yeast. PLoS Genet. 2020;16(3) doi: 10.1371/journal.pgen.1008677. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Goossens A., de la Fuente N., Forment J., Serrano R., Portillo F. Regulation of yeast H+-ATPase by protein kinases belonging to a family dedicated to activation of plasma membrane transporters. Mol Cell Biol. 2000;20(20):7654–7661. doi: 10.1128/MCB.20.20.7654-7661.2000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Barreto L., Canadell D., Petrezsélyová S., Navarrete C., Marešová L., Peréz-Valle J., et al. A genomewide screen for tolerance to cationic drugs reveals genes important for potassium homeostasis in Saccharomyces cerevisiae. Eukaryotic cell. 2011;10(9):1241–1250. doi: 10.1128/EC.05029-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Smets B., Ghillebert R., De Snijder P., Binda M., Swinnen E., De Virgilio C., et al. Life in the midst of scarcity: adaptations to nutrient availability in Saccharomyces cerevisiae. Curr Genet. 2010;56(1):1–32. doi: 10.1007/s00294-009-0287-1. [DOI] [PubMed] [Google Scholar]
- 17.Cyert M.S., Philpott C.C. Regulation of cation balance in Saccharomyces cerevisiae. Genetics. 2013;193(3):677–713. doi: 10.1534/genetics.112.147207. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Rubenstein E.M., Schmidt M.C. Mechanisms regulating the protein kinases of Saccharomyces cerevisiae. Eukaryotic Cell. 2007;6(4):571–583. doi: 10.1128/EC.00026-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Modi V, Dunbrack Jr RL. Defining a new nomenclature for the structures of active and inactive kinases. Proc Natl Acad Sci 2019;116(14):6818–6827. doi:10.1073/pnas.1814279116. [DOI] [PMC free article] [PubMed]
- 20.Schmidt A., Beck T., Koller A., Kunz J., Hall M.N. The TOR nutrient signalling pathway phosphorylates NPR1 and inhibits turnover of the tryptophan permease. EMBO J. 1998;17(23):6924–6931. doi: 10.1093/emboj/17.23.6924. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Jacinto E., Guo B., Arndt K.T., Schmelzle T., Hall M.N. TIP41 interacts with TAP42 and negatively regulates the TOR signaling pathway. Mol Cell. 2001;8(5):1017–1026. doi: 10.1016/S1097-2765(01)00386-0. [DOI] [PubMed] [Google Scholar]
- 22.Gander S., Bonenfant D., Altermatt P., Martin D.E., Hauri S., Moes S., Hall M.N., Jenoe P. Identification of the rapamycin-sensitive phosphorylation sites within the Ser/Thr-rich domain of the yeast Npr1 protein kinase. Rapid Commun Mass Spectrom. 2008;22(23):3743–3753. doi: 10.1002/rcm.3790. [DOI] [PubMed] [Google Scholar]
- 23.Katoh K., Standley D.M. MAFFT multiple sequence alignment software version 7: improvements in performance and usability. Mol Biol Evol. 2013;30(4):772–780. doi: 10.1093/molbev/mst010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Minh B.Q., Schmidt H.A., Chernomor O., Schrempf D., Woodhams M.D., Von Haeseler A., et al. IQ-TREE 2: new models and efficient methods for phylogenetic inference in the genomic era. Mol Biol Evol. 2020;37(5):1530–1534. doi: 10.1093/molbev/msaa015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Gander S., Martin D., Hauri S., Moes S., Poletto G., Pagano M.A., Marin O., Meggio F., Jenoe P. A modified KESTREL search reveals a basophilic substrate consensus for the Saccharomyces cerevisiae Npr1 protein kinase. J Proteome Res. 2009;8(11):5305–5316. doi: 10.1021/pr9005469. [DOI] [PubMed] [Google Scholar]
- 26.Vandenbol M., Jauniaux J.-C., Grenson M. The Saccharomyces cerevisiae NPR1 gene required for the activity of ammonia-sensitive amino acid permeases encodes a protein kinase homologue. Mol General Genet. 1990;222(2):393–399. doi: 10.1007/BF00633845. [DOI] [PubMed] [Google Scholar]
- 27.De Craene J.-O., Soetens O., André B. The Npr1 kinase controls biosynthetic and endocytic sorting of the yeast Gap1 permease. J Biol Chem. 2001;276(47):43939–43948. doi: 10.1074/jbc.M102944200. [DOI] [PubMed] [Google Scholar]
- 28.Omura F., Kodama Y. The N-terminal domain of yeast Bap2 permease is phosphorylated dependently on the Npr1 kinase in response to starvation. FEMS Microbiol Lett. 2004;230(2):227–234. doi: 10.1016/S0378-1097(03)00918-2. [DOI] [PubMed] [Google Scholar]
- 29.Ljungdahl P.O., Daignan-Fornier B. Regulation of amino acid, nucleotide, and phosphate metabolism in Saccharomyces cerevisiae. Genetics. 2012;190(3):885–929. doi: 10.1534/genetics.111.133306. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Zhang W., Du G., Zhou J., Chen J. Regulation of sensing, transportation, and catabolism of nitrogen sources in Saccharomyces cerevisiae. Microbiol Mol Biol Rev. 2018;82(1):e00040–17. doi: 10.1128/mmbr.00040-17. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Brito A.S., Diaz S.S., Van Vooren P., Godard P., Marini A.M., Boeckstaens M. Pib2-dependent feedback control of the TORC1 signaling network by the Npr1 kinase. Iscience. 2019;20:415–433. doi: 10.1016/j.isci.2019.09.025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Boeckstaens M., Merhi A., Llinares E., Van Vooren P., Springael J.-Y., Wintjens R., et al. Identification of a novel regulatory mechanism of nutrient transport controlled by TORC1-Npr1-Amu1/Par32. PLoS Genet. 2015;11(7) doi: 10.1371/journal.pgen.1005382. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.González A., Ruiz A., Casamayor A., Arino J. Normal function of the yeast TOR pathway requires the type 2C protein phosphatase Ptc1. Mol Cell Biol. 2009;29(10):2876–2888. doi: 10.1128/mcb.01740-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Merhi A., André B. Internal amino acids promote Gap1 permease ubiquitylation via TORC1/Npr1/14-3-3-dependent control of the Bul arrestin-like adaptors. Mol Cell Biol. 2012;32(22):4510–4522. doi: 10.1128/mcb.00463-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Crapeau M., Merhi A., André B. Stress conditions promote yeast Gap1 permease ubiquitylation and down-regulation via the arrestin-like Bul and Aly proteins. J Biol Chem. 2014;289(32):22103–22116. doi: 10.1074/jbc.M114.582320. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.O’Donnell A.F., Apffel A., Gardner R.G., Cyert M.S. α)arrestins Aly1 and Aly2 regulate intracellular trafficking in response to nutrient signaling. Mol Biol Cell. 2010;21(20):3552–3566. doi: 10.1091/mbc.e10-07-0636. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Bowman R.W., Jordahl E.M., Davis S., Hedayati S., Barsouk H., Ozbaki-Yagan N., et al. TORC1 signaling controls the stability and function of α)arrestins Aly1 and Aly2. Biomolecules. 2022;12(4):533. doi: 10.3390/biom12040533. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.MacGurn J.A., Hsu P.-C., Smolka M.B., Emr S.D. TORC1 regulates endocytosis via Npr1-mediated phosphoinhibition of a ubiquitin ligase adaptor. Cell. 2011;147(5):1104–1117. doi: 10.1016/j.cell.2011.09.054. [DOI] [PubMed] [Google Scholar]
- 39.Shimobayashi M., Oppliger W., Moes S., Jenö P., Hall M.N. TORC1-regulated protein kinase Npr1 phosphorylates Orm to stimulate complex sphingolipid synthesis. Mol Biol Cell. 2013;24(6):870–881. doi: 10.1091/mbc.e12-10-0753. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Gururaj C., Federman R., Chang A. Orm proteins integrate multiple signals to maintain sphingolipid homeostasis. J Biol Chem. 2013;288(28):20453–20463. doi: 10.1074/jbc.M113.472860. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Lauwers E., Grossmann G., André B. Evidence for coupled biogenesis of yeast Gap1 permease and sphingolipids: essential role in transport activity and normal control by ubiquitination. Mol Biol Cell. 2007;18(8):3068–3080. doi: 10.1091/mbc.e07-03-0196. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Boeckstaens M., Llinares E., Van Vooren P., Marini A.M. The TORC1 effector kinase Npr1 fine tunes the inherent activity of the Mep2 ammonium transport protein. Nat Commun. 2014;5(1):1–12. doi: 10.1038/ncomms4101. [DOI] [PubMed] [Google Scholar]
- 43.Varlakhanova N.V., Tornabene B.A., Ford M.G. Feedback regulation of TORC1 by its downstream effectors Npr1 and Par32. Mol Biol Cell. 2018;29(22):2751–2765. doi: 10.1091/mbc.E18-03-0158. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Annan R.B., Wu C., Waller D.D., Whiteway M., Thomas D.Y. Rho5p is involved in mediating the osmotic stress response in Saccharomyces cerevisiae, and its activity is regulated via Msi1p and Npr1p by phosphorylation and ubiquitination. Eukaryot Cell. 2008;7(9):1441–1449. doi: 10.1128/EC.00120-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Li J., Yan G., Liu S., Jiang T., Zhong M., Yuan W., et al. Target of rapamycin complex 1 and Tap42-associated phosphatases are required for sensing changes in nitrogen conditions in the yeast Saccharomyces cerevisiae. Mol Microbiol. 2017;106(6):938–948. doi: 10.1111/mmi.13858. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Hatakeyama R. Pib2 as an emerging master regulator of yeast TORC1. Biomolecules. 2021;11(10):1489. doi: 10.3390/biom11101489. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Boeckstaens M., André B., Marini A.M. The yeast ammonium transport protein Mep2 and its positive regulator, the Npr1 kinase, play an important role in normal and pseudohyphal growth on various nitrogen media through retrieval of excreted ammonium. Mol Microbiol. 2007;64(2):534–546. doi: 10.1111/j.1365-2958.2007.05681.x. [DOI] [PubMed] [Google Scholar]
- 48.Goranov A.I., Gulati A., Dephoure N., Takahara T., Maeda T., Gygi S.P., et al. Changes in cell morphology are coordinated with cell growth through the TORC1 pathway. Curr Biol. 2013;23(14):1269–1279. doi: 10.1016/j.cub.2013.05.035. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Shively C.A., Eckwahl M.J., Dobry C.J., Mellacheruvu D., Nesvizhskii A., Kumar A. Genetic networks inducing invasive growth in Saccharomyces cerevisiae identified through systematic genome-wide overexpression. Genetics. 2013;193(4):1297–1310. doi: 10.1534/genetics.112.147876. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Ryan O., Shapiro R.S., Kurat C.F., Mayhew D., Baryshnikova A., Chin B., et al. Global gene deletion analysis exploring yeast filamentous growth. Science. 2012;337(6100):1353–1356. doi: 10.1126/science.1224339. [DOI] [PubMed] [Google Scholar]
- 51.Lorenz M.C., Heitman J. The MEP2 ammonium permease regulates pseudohyphal differentiation in Saccharomyces cerevisiae. EMBO J. 1998;17(5):1236–1247. doi: 10.1093/emboj/17.5.1236. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Shively C.A., Kweon H.K., Norman K.L., Mellacheruvu D., Xu T., Sheidy D.T., Dobry C.J., et al. Large-scale analysis of kinase signaling in yeast pseudohyphal development identifies regulation of ribonucleoprotein granules. PLoS Genet. 2015;11(10) doi: 10.1371/journal.pgen.1005564. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Brito A.S., Neuhäuser B., Wintjens R., Marini A.M., Boeckstaens M. Yeast filamentation signaling is connected to a specific substrate translocation mechanism of the Mep2 transceptor. PLoS Genet. 2020;16(2) doi: 10.1371/journal.pgen.1008634. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Rutherford J.C., Chua G., Hughes T., Cardenas M.E., Heitman J. A Mep2-dependent transcriptional profile links permease function to gene expression during pseudohyphal growth in Saccharomyces cerevisiae. Mol Biol Cell. 2008;19(7):3028–3039. doi: 10.1091/mbc.e08-01-0033. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Van Nuland A., Vandormael P., Donaton M., Alenquer M., Lourenço A., Quintino E., et al. Ammonium permease-based sensing mechanism for rapid ammonium activation of the protein kinase A pathway in yeast. Mol Microbiol. 2006;59(5):1485–1505. doi: 10.1111/j.1365-2958.2005.05043.x. [DOI] [PubMed] [Google Scholar]
- 56.Primo C., Ferri-Blázquez A., Loewith R., Yenush L. Reciprocal regulation of target of rapamycin complex 1 and potassium accumulation. J Biol Chem. 2017;292(2):563–574. doi: 10.1074/jbc.M116.746982. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Hirasaki M., Kaneko Y., Harashima S. Protein phosphatase Siw14 controls intracellular localization of Gln3 in cooperation with Npr1 kinase in Saccharomyces cerevisiae. Gene. 2008;409(1–2):34–43. doi: 10.1016/j.gene.2007.11.005. [DOI] [PubMed] [Google Scholar]
- 58.Hirasaki M., Horiguchi M., Numamoto M., Sugiyama M., Kaneko Y., Nogi Y., et al. Saccharomyces cerevisiae protein phosphatase Ppz1 and protein kinases Sat4 and Hal5 are involved in the control of subcellular localization of Gln3 by likely regulating its phosphorylation state. J Biosci Bioeng. 2011;111(3):249–254. doi: 10.1016/j.jbiosc.2010.11.013. [DOI] [PubMed] [Google Scholar]
- 59.Brown JA, Sherlock G, Myers CL, Burrows NM, Deng C, Wu HI, et al. Global analysis of gene function in yeast by quantitative phenotypic profiling. Mol Syst Biol 2006;2(1):2006–0001. doi:10.1038/msb4100043. [DOI] [PMC free article] [PubMed]
- 60.Hillenmeyer M.E., Fung E., Wildenhain J., Pierce S.E., Hoon S., Lee W., et al. The chemical genomic portrait of yeast: uncovering a phenotype for all genes. Science. 2008;320(5874):362–365. doi: 10.1126/science.1150021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Yoshikawa K., Tanaka T., Ida Y., Furusawa C., Hirasawa T., Shimizu H. Comprehensive phenotypic analysis of single-gene deletion and overexpression strains of Saccharomyces cerevisiae. Yeast. 2011;28(5):349–361. doi: 10.1002/yea.1843. [DOI] [PubMed] [Google Scholar]
- 62.Neuhäuser B., Dunkel N., Satheesh S.V., Morschhäuser J. Role of the Npr1 kinase in ammonium transport and signaling by the ammonium permease Mep2 in Candida albicans. Eukaryotic cell. 2011;10(3):332–342. doi: 10.1128/EC.00293-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Biswas K., Morschhäuser J. The Mep2p ammonium permease controls nitrogen starvation-induced filamentous growth in Candida albicans. Mol Microbiol. 2005;56(3):649–669. doi: 10.1111/j.1365-2958.2005.04576.x. [DOI] [PubMed] [Google Scholar]
- 64.Navarro F.J., Martín Y., Siverio J.M. Phosphorylation of the yeast nitrate transporter Ynt1 is essential for delivery to the plasma membrane during nitrogen limitation. J Biol Chem. 2008;283(45):31208–31217. doi: 10.1074/jbc.M802170200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Burchett S.A., Scott A., Errede B., Dohlman H.G. Identification of novel pheromone-response regulators through systematic overexpression of 120 protein kinases in yeast. J Biol Chem. 2001;276(28):26472–26478. doi: 10.1074/jbc.M103436200. [DOI] [PubMed] [Google Scholar]
- 66.Blanda C., Höfken T. Regulation of mating in the budding yeast Saccharomyces cerevisiae by the zinc cluster proteins Sut1 and Sut2. Biochem Biophys Res Commun. 2013;438(1):66–70. doi: 10.1016/j.bbrc.2013.07.027. [DOI] [PubMed] [Google Scholar]
- 67.González-Rubio G., Fernández-Acero T., Martín H., Molina M. Mitogen-activated protein kinase phosphatases (MKPs) in fungal signaling: conservation, function, and regulation. Int J Mol Sci. 2019;20(7):1709. doi: 10.3390/ijms20071709. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Bardwell L. A walk-through of the yeast mating pheromone response pathway. Peptides. 2005;26(2):339–350. doi: 10.1016/j.peptides.2004.10.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Cullen P.J., Sprague G.F., Jr The regulation of filamentous growth in yeast. Genetics. 2012;190(1):23–49. doi: 10.1534/genetics.111.127456. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Lefrançois P., Euskirchen G.M., Auerbach R.K., Rozowsky J., Gibson T., Yellman C.M., et al. Efficient yeast ChIP-Seq using multiplex short-read DNA sequencing. BMC genomics. 2009;10(1):1–18. doi: 10.1186/1471-2164-10-37. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Woods K., Höfken T. The zinc cluster proteins Upc2 and Ecm22 promote filamentation in Saccharomyces cerevisiae by sterol biosynthesis-dependent and -independent pathways. Mol Microbiol. 2016;99(3):512–527. doi: 10.1111/mmi.13244. [DOI] [PubMed] [Google Scholar]
- 72.Höfken T. Ecm22 and Upc2 regulate yeast mating through control of expression of the mating genes PRM1 and PRM4. Biochem Biophys Res Commun. 2017;493(4):1485–1490. doi: 10.1016/j.bbrc.2017.10.005. [DOI] [PubMed] [Google Scholar]
- 73.Foster H.A., Cui M., Naveenathayalan A., Unden H., Schwanbeck R., Höfken T. The zinc cluster protein Sut1 contributes to filamentation in Saccharomyces cerevisiae. Eukaryot Cell. 2013;12(2):244–253. doi: 10.1128/EC.00214-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Joshua I.M., Höfken T. From lipid homeostasis to differentiation: old and new functions of the zinc cluster proteins Ecm22, Upc2, Sut1 and Sut 2. Int J Mol Sci. 2017;18(4):772. doi: 10.3390/ijms18040772. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Li J., Paulo J.A., Nusinow D.P., Huttlin E.L., Gygi S.P. Investigation of proteomic and phosphoproteomic responses to signaling network perturbations reveals functional pathway organizations in yeast. Cell Rep. 2019;29(7):2092–2104. doi: 10.1016/j.celrep.2019.10.034. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Kakinuma Y., Maruyama T., Nozaki T., Wada Y., Ohsumi Y., Igarashi K. Cloning of the gene encoding a putative serine/threonine protein kinase which enhances spermine uptake in Saccharomyces cerevisiae. Biochem Biophys Res Commun. 1995;216(3):985–992. doi: 10.1006/bbrc.1995.2717. [DOI] [PubMed] [Google Scholar]
- 77.Nozaki T., Nishimura K., Michael A.J., Maruyama T., Kakinuma Y., Igarashi K. A second gene encoding a putative serine/threonine protein kinase which enhances spermine uptake in Saccharomyces cerevisiae. Biochem Biophys Res Commun. 1996;228(2):452–458. doi: 10.1006/bbrc.1996.1681. [DOI] [PubMed] [Google Scholar]
- 78.Gevrekci A.Ö. The roles of polyamines in microorganisms. World J Microbiol Biotechnol. 2017;33(11):1–7. doi: 10.1007/s11274-017-2370-y. [DOI] [PubMed] [Google Scholar]
- 79.Rocha R.O., Wilson R.A. Essential, deadly, enigmatic: Polyamine metabolism and roles in fungal cells. Fungal Biol Rev. 2019;33(1):47–57. doi: 10.1016/j.fbr.2018.07.003. [DOI] [Google Scholar]
- 80.Uemura T., Kashiwagi K., Igarashi K. Polyamine uptake by DUR3 and SAM3 in Saccharomyces cerevisiae. J Biol Chem. 2007;282(10):7733–7741. doi: 10.1074/jbc.M611105200. [DOI] [PubMed] [Google Scholar]
- 81.Kakimoto M., Kobayashi A., Fukuda R., Ono Y., Ohta A., Yoshimura E. Genome-wide screening of aluminum tolerance in Saccharomyces cerevisiae. Biometals. 2005;18(5):467–474. doi: 10.1007/s10534-006-0009-9. [DOI] [PubMed] [Google Scholar]
- 82.Mazón M.J., Eraso P., Portillo F. Specific phosphoantibodies reveal two phosphorylation sites in yeast Pma1 in response to glucose. FEMS Yeast Res. 2015;15(5):fov030. doi: 10.1093/femsyr/fov030. [DOI] [PubMed] [Google Scholar]
- 83.Mehlgarten C., Schaffrath R. After chitin docking, toxicity of kluyveromyces lactis zymocin requires Saccharomyces cerevisiae plasma membrane H+-ATPase. Cell Microbiol. 2004;6(6):569–580. doi: 10.1111/j.1462-5822.2004.00383.x. [DOI] [PubMed] [Google Scholar]
- 84.Pereira R.R., Castanheira D., Teixeira J.A., Bouillet L.E., Ribeiro E.M., Trópia M.M., et al. Detailed search for protein kinase(s) involved in plasma membrane H+-ATPase activity regulation of yeast cells. FEMS Yeast Res. 2015;15(2):fov003. doi: 10.1093/femsyr/fov003. [DOI] [PubMed] [Google Scholar]
- 85.Erez O., Kahana C. Screening for modulators of spermine tolerance identifies Sky1, the SR protein kinase of Saccharomyces cerevisiae, as a regulator of polyamine transport and ion homeostasis. Mol Cell Biol. 2001;21(1):175–184. doi: 10.1128/mcb.21.1.175-184.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86.Kaouass M., Audette M., Ramotar D., Verma S., De Montigny D., Gamache I., et al. The STK2 gene, which encodes a putative ser/thr protein kinase, is required for high-affinity spermidine transport in Saccharomyces cerevisiae. Mol Cell Biol. 1997;17(6):2994–3004. doi: 10.1128/MCB.17.6.2994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Aouida M., Page N., Leduc A., Peter M., Ramotar D. A genome-wide screen in Saccharomyces cerevisiae reveals altered transport as a mechanism of resistance to the anticancer drug bleomycin. Cancer Res. 2004;64(3):1102–1109. doi: 10.1158/0008-5472.CAN-03-2729. [DOI] [PubMed] [Google Scholar]
- 88.Canadell D., Ariño J. Interactions between monovalent cations and nutrient homeostasis. Yeast Membrane Transport. 2016:271–289. doi: 10.1007/978-3-319-25304-6_11. [DOI] [PubMed] [Google Scholar]
- 89.Eraso P., Mazón M.J., Portillo F. Yeast protein kinase Ptk2 localizes at the plasma membrane and phosphorylates in vitro the C-terminal peptide of the H+-ATPase. Biochim Biophys Acta. 2006;1758(2):164–170. doi: 10.1016/j.bbamem.2006.01.010. [DOI] [PubMed] [Google Scholar]
- 90.Nishizawa M., Tanigawa M., Hayashi M., Maeda T., Yazaki Y., Saeki Y., Toh-e A. Pho85 kinase, a cyclin-dependent kinase, regulates nuclear accumulation of the Rim101 transcription factor in the stress response of Saccharomyces cerevisiae. Eukaryot Cell. 2010;9(6):943–951. doi: 10.1128/EC.00247-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91.Giaever G., Chu A.M., Ni L., Connelly C., Riles L., Véronneau S., et al. Functional profiling of the Saccharomyces cerevisiae genome. Nature. 2002;418(6896):387–391. doi: 10.1038/nature00935. [DOI] [PubMed] [Google Scholar]
- 92.Viladevall L., Serrano R., Ruiz A., Domenech G., Giraldo J., Barceló A., et al. Characterization of the calcium-mediated response to alkaline stress in Saccharomyces cerevisiae. J Biol Chem. 2004;279(42):43614–43624. doi: 10.1074/jbc.M403606200. [DOI] [PubMed] [Google Scholar]
- 93.Nishizawa M., Komai T., Katou Y., Shirahige K., Ito T., Toh-e A. Nutrient-regulated antisense and intragenic RNAs modulate a signal transduction pathway in yeast. PLoS Biol. 2008;6(12) doi: 10.1371/journal.pbio.0060326. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 94.Brandt P, Gerwien F, Wagner L, Krüger T, Ramírez-Zavala B, Mirhakkak MH. Candida albicans SR-like protein kinases regulate different cellular processes: Sky1 is involved in control of ion homeostasis, while Sky2 is important for dipeptide utilization. Front Cell Infect Microbiol 2022:461. doi:10.3389/fcimb.2022.850531. [DOI] [PMC free article] [PubMed]
- 95.Forment J., Mulet J.M., Vicente O., Serrano R. The yeast SR protein kinase Sky1p modulates salt tolerance, membrane potential and the Trk 1, 2 potassium transporter. Biochim Biophys Acta. 2002;1565(1):36–40. doi: 10.1016/S0005-2736(02)00503-5. [DOI] [PubMed] [Google Scholar]
- 96.Guerreiro J.F., Mira N.P., Santos A.X., Riezman H., Sá-Correia I. Membrane phosphoproteomics of yeast early response to acetic acid: role of Hrk1 kinase and lipid biosynthetic pathways, in particular sphingolipids. Front Microbiol. 2017;8:1302. doi: 10.3389/fmicb.2017.01302. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 97.Mira N.P., Palma M., Guerreiro J.F., Sá-Correia I. Genome-wide identification of Saccharomyces cerevisiae genes required for tolerance to acetic acid. Microbial Cell Factories. 2010;9(1):1–13. doi: 10.1186/1475-2859-9-79. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 98.Henriques S.F., Mira N.P., Sá-Correia I. Genome-wide search for candidate genes for yeast robustness improvement against formic acid reveals novel susceptibility (Trk1 and positive regulators) and resistance (Haa1-regulon) determinants. Biotechnol Biofuels. 2017;10(1):1–11. doi: 10.1186/s13068-017-0781-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 99.Mira N.P., Becker J.D., Sá-Correia I. Genomic expression program involving the Haa1p-regulon in Saccharomyces cerevisiae response to acetic acid. Omics: J Integr Biol. 2010;14(5):587–601. doi: 10.1089/omi.2010.0048. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100.Palma M., Guerreiro J.F., Sá-Correia I. Adaptive response and tolerance to acetic acid in Saccharomyces cerevisiae and Zygosaccharomyces bailii: a physiological genomics perspective. Front Microbiol. 2018;9:274. doi: 10.3389/fmicb.2018.0027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Mira N.P., Henriques S.F., Keller G., Teixeira M.C., Matos R.G., et al. Identification of a DNA-binding site for the transcription factor Haa1, required for Saccharomyces cerevisiae response to acetic acid stress. Nucl Acids Res. 2011;39(16):6896–6907. doi: 10.1093/nar/gkr228. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 102.Monteiro P.T., Oliveira J., Pais P., Antunes M., Palma M., Cavalheiro M., Galocha M., et al. YEASTRACT+: a portal for cross-species comparative genomics of transcription regulation in yeasts. Nucl Acids Res. 2020;48(D1):D642–D649. doi: 10.1093/nar/gkz859. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 103.Guerreiro J.F., Muir A., Ramachandran S., Thorner J., Sá-Correia I. Sphingolipid biosynthesis upregulation by TOR complex 2–Ypk1 signaling during yeast adaptive response to acetic acid stress. Biochem J. 2016;473(23):4311–4325. doi: 10.1042/BCJ20160565. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 104.Ribeiro R.A., Vitorino M.V., Godinho C.P., Bourbon-Melo N., Robalo T.T., Fernandes F., et al. Yeast adaptive response to acetic acid stress involves structural alterations and increased stiffness of the cell wall. Scientific Rep. 2021;11(1):1–9. doi: 10.1038/s41598-021-92069-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 105.Ribeiro R.A., Bourbon-Melo N., Sá-Correia I. The cell wall and the response and tolerance to stresses of biotechnological relevance in yeasts. Front Microbiol. 2022:2900. doi: 10.3389/fmicb.2022.9534. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 106.Guo Z.-P., Khoomrung S., Nielsen J., Olsson L. Changes in lipid metabolism convey acid tolerance in Saccharomyces cerevisiae. Biotechnol Biofuels. 2018;11(1):1–15. doi: 10.1186/s13068-018-1295-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 107.Lindberg L., Santos A.X., Riezman H., Olsson L., Bettiga M. Lipidomic profiling of Saccharomyces cerevisiae and Zygosaccharomyces bailii reveals critical changes in lipid composition in response to acetic acid stress. PloS One. 2013;8(9) doi: 10.1371/journal.pone.0073936. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 108.Fröhlich F., Olson D.K., Christiano R., Farese R.V., Jr., Walther T.C. Proteomic and phosphoproteomic analyses of yeast reveal the global cellular response to sphingolipid depletion. Proteomics. 2016;16(21):2759–2763. doi: 10.1002/pmic.201600269. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 109.Shivaswamy S., Iyer V.R. Stress-dependent dynamics of global chromatin remodeling in yeast: dual role for SWI/SNF in the heat shock stress response. Mol Cell Biol. 2008;28(7):2221–2234. doi: 10.1128/MCB.01659-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 110.Gasch A.P., Spellman P.T., Kao C.M., Carmel-Harel O., Eisen M.B., Storz G., et al. Genomic expression programs in the response of yeast cells to environmental changes. Mol Biol Cell. 2000;11(12):4241–4257. doi: 10.1091/mbc.11.12.4241. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 111.Solís E.J., Pandey J.P., Zheng X., Jin D.X., Gupta P.B., Airoldi E.M., et al. Defining the essential function of yeast Hsf1 reveals a compact transcriptional program for maintaining eukaryotic proteostasis. Mol Cell. 2016;63(1):60–71. doi: 10.1016/j.molcel.2016.05.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 112.Pincus D., Anandhakumar J., Thiru P., Guertin M.J., Erkine A.M., Gross D.S. Genetic and epigenetic determinants establish a continuum of Hsf1 occupancy and activity across the yeast genome. Mol Biol Cell. 2018;29(26):3168–3182. doi: 10.1091/mbc.E18-06-0353. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 113.Hahn J.-S., Hu Z., Thiele D.J., Iyer V.R. Genome-wide analysis of the biology of stress responses through heat shock transcription factor. Mol Cell Biol. 2004;24(12):5249–5256. doi: 10.1128/MCB.24.12.5249-5256.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 114.Legras J.-L., Ruh O., Merdinoglu D., Karst F. Selection of hypervariable microsatellite loci for the characterization of Saccharomyces cerevisiae strains. Int J Food Microbiol. 2005;102(1):73–83. doi: 10.1016/j.ijfoodmicro.2004.12.007. [DOI] [PubMed] [Google Scholar]
- 115.López-Flores I., Garrido-Ramos M. The repetitive DNA content of eukaryotic genomes. Repetitive DNA. 2012;7:1–28. doi: 10.1159/000337118. [DOI] [PubMed] [Google Scholar]
- 116.Palma M, Dias PJ, Roque FdC, Luzia L, Guerreiro JF, Sá-Correia I The Zygosaccharomyces bailii transcription factor Haa1 is required for acetic acid and copper stress responses suggesting subfunctionalization of the ancestral bifunctional protein Haa1/Cup2. BMC Genomics 2017;18(1):1–22. doi:10.1186/s12864-016-3443-2. [DOI] [PMC free article] [PubMed]
- 117.Antunes M., Palma M., Sá-Correia I. Transcriptional profiling of Zygosaccharomyces bailii early response to acetic acid or copper stress mediated by ZbHaa1. Scientific Rep. 2018;8(1):1–14. doi: 10.1038/s41598-018-32266-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 118.Palma M., Sá-Correia I. Physiological genomics of the highly weak-acid-tolerant food spoilage yeasts of Zygosaccharomyces bailii sensu lato. Yeasts Biotechnol Human Health. 2019:85–109. doi: 10.1007/978-3-030-13035-0_4. [DOI] [PubMed] [Google Scholar]
- 119.Xu Q., Bai C., Liu Y., Song L., Tian L., Yan Y., et al. Modulation of acetate utilization in Komagataella phaffii by metabolic engineering of tolerance and metabolism. Biotechnol Biofuels. 2019;12(1):1–14. doi: 10.1186/s13068-019-1404-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 120.Bernardo R.T., Cunha D.V., Wang C., Pereira L., Silva S., Salazar S.B., et al. The CgHaa1-regulon mediates response and tolerance to acetic acid stress in the human pathogen Candida glabrata. Genes Genomes Genet. 2017;7(1):1–18. doi: 10.1534/g3.116.034660. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 121.Coradetti S.T., Pinel D., Geiselman G.M., Ito M., Mondo S.J., Reilly M.C., et al. Functional genomics of lipid metabolism in the oleaginous yeast Rhodosporidium toruloides. Elife. 2018;7 doi: 10.7554/eLife.32110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 122.Mota M.N., Múgica P., Sá-Correia I. Exploring yeast diversity to produce lipid-based biofuels from agro-forestry and industrial organic residues. J Fungi. 2022;8(7):687. doi: 10.3390/jof8070687. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 123.Mulet J.M., Leube M.P., Kron S.J., Rios G., Fink G.R., Serrano R. A novel mechanism of ion homeostasis and salt tolerance in yeast: the Hal4 and Hal5 protein kinases modulate the Trk1-Trk2 potassium transporter. Mol Cellular Biol. 1999;19(5):3328–3337. doi: 10.1128/MCB.19.5.3328. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 124.Casado C, Yenush L, Melero C, del Carmen Ruiz M, Serrano R, Pérez-Valle J, et al. Regulation of Trk-dependent potassium transport by the calcineurin pathway involves the Hal5 kinase. FEBS Lett 2010;584(11):2415–2420. doi:10.1016/j.febslet.2010.04.042. [DOI] [PubMed]
- 125.Ariño J., Ramos J., Sychrova H. Monovalent cation transporters at the plasma membrane in yeasts. Yeast. 2019;36(4):177–193. doi: 10.1002/yea.3355. [DOI] [PubMed] [Google Scholar]
- 126.Pérez-Valle J., Jenkins H., Merchan S., Montiel V., Ramos J., Sharma S., et al. Key role for intracellular K+ and protein kinases Sat4/Hal4 and Hal5 in the plasma membrane stabilization of yeast nutrient transporters. Mol Cell Biol. 2007;27(16):5725–5736. doi: 10.1128/MCB.01375-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 127.Pérez-Valle J, Rothe J, Primo C, Martínez Pastor M, Ariño J, Pascual-Ahuir A, et al. Hal4 and Hal5 protein kinases are required for general control of carbon and nitrogen uptake and metabolism. Eukaryotic Cell 2010;9(12):1881–1890. doi:10.1128/EC.00184-10. [DOI] [PMC free article] [PubMed]
- 128.Zhao J., Lin W., Ma X., Lu Q., Ma X., Bian G., et al. The protein kinase Hal5p is the high-copy suppressor of lithium-sensitive mutations of genes involved in the sporulation and meiosis as well as the ergosterol biosynthesis in Saccharomyces cerevisiae. Genomics. 2010;95(5):290–298. doi: 10.1016/j.ygeno.2010.02.010. [DOI] [PubMed] [Google Scholar]
- 129.Yoshimoto H., Saltsman K., Gasch A.P., Li H.X., Ogawa N., Botstein D., et al. Genome-wide analysis of gene expression regulated by the calcineurin/Crz1p signaling pathway in Saccharomyces cerevisiae. J Biol Chem. 2002;277(34):31079–31088. doi: 10.1074/jbc.M202718200. [DOI] [PubMed] [Google Scholar]
- 130.Roque A., Petrezsélyová S., Serra-Cardona A., Ariño J. Genome-wide recruitment profiling of transcription factor Crz1 in response to high pH stress. BMC genomics. 2016;17(1):1–10. doi: 10.1186/s12864-016-3006-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 131.Karababa M., Valentino E., Pardini G., Coste A.T., Bille J., Sanglard D. CRZ1, a target of the calcineurin pathway in Candida albicans. Mol Microbiol. 2006;59(5):1429–1451. doi: 10.1111/j.1365-2958.2005.05037.x. [DOI] [PubMed] [Google Scholar]
- 132.Gey U., Czupalla C., Hoflack B., Krause U., Rödel G. Proteomic analysis reveals a novel function of the kinase Sat4p in Saccharomyces cerevisiae mitochondria. PLoS One. 2014;9(8) doi: 10.1371/journal.pone.0103956. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 133.Frankovsky J., Vozáriková V., Nosek J., Tomáška L. Mitochondrial protein phosphorylation in yeast revisited. Mitochondrion. 2021;57:148–162. doi: 10.1016/j.mito.2020.12.016. [DOI] [PubMed] [Google Scholar]
- 134.Tomaska L. Mitochondrial protein phosphorylation: lessons from yeasts. Gene. 2000;255(1):59–64. doi: 10.1016/S0378-1119(00)00315-2. [DOI] [PubMed] [Google Scholar]
- 135.Lauwers E., Erpapazoglou Z., Haguenauer-Tsapis R., André B. The ubiquitin code of yeast permease trafficking. Trends Cell Biol. 2010;20(4):196–204. doi: 10.1016/j.tcb.2010.01.004. [DOI] [PubMed] [Google Scholar]
- 136.Saleem R.A., Knoblach B., Mast F.D., Smith J.J., Boyle J., Dobson C.M., et al. Genome-wide analysis of signaling networks regulating fatty acid–induced gene expression and organelle biogenesis. J Cell Biol. 2008;181(2):281–292. doi: 10.1083/jcb.200710009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 137.da Silveira Dos A.X., Santos I., Riezman M.-A., Aguilera-Romero F., David M., Piccolis R., et al. Systematic lipidomic analysis of yeast protein kinase and phosphatase mutants reveals novel insights into regulation of lipid homeostasis. Mol Biol Cell. 2014;25(20):3234–3246. doi: 10.1091/mbc.e14-03-0851. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 138.Ye P.-L., Wang X.-Q., Yuan B., Liu C.-G., Zhao X.-Q. Manipulating cell flocculation-associated protein kinases in Saccharomyces cerevisiae enables improved stress tolerance and efficient cellulosic ethanol production. Bioresour Technol. 2022;348 doi: 10.1016/j.biortech.2022.126758. [DOI] [PubMed] [Google Scholar]
- 139.Gutmann F., Jann C., Pereira F., Johansson A., Steinmetz L.M., Patil K.R. CRISPRi screens reveal genes modulating yeast growth in lignocellulose hydrolysate. Biotechnol Biofuels. 2021;14(1):1–14. doi: 10.1186/s13068-021-01880-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 140.Mollapour M., Piper P.W. Hog1 mitogen-activated protein kinase phosphorylation targets the yeast Fps1 aquaglyceroporin for endocytosis, thereby rendering cells resistant to acetic acid. Mol Cell Biol. 2007;27(18):6446–6456. doi: 10.1128/MCB.02205-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 141.Mollapour M., Piper P.W. Hog1p mitogen-activated protein kinase determines acetic acid resistance in Saccharomyces cerevisiae. FEMS Yeast Res. 2006;6(8):1274–1280. doi: 10.1111/j.1567-1364.2006.00118.x. [DOI] [PubMed] [Google Scholar]
- 142.Bianchi M.M., Ngo S., Vandenbol M., Sartori G., Morlupi A., Ricci C., et al. Large-scale phenotypic analysis reveals identical contributions to cell functions of known and unknown yeast genes. Yeast. 2001;18(15):1397–1412. doi: 10.1002/yea.784. [DOI] [PubMed] [Google Scholar]
- 143.Vanacloig-Pedros E., Proft M., Pascual-Ahuir A. Different toxicity mechanisms for citrinin and ochratoxin A revealed by transcriptomic analysis in yeast. Toxins. 2016;8(10):273. doi: 10.3390/toxins8100273. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 144.Salin H., Fardeau V., Piccini E., Lelandais G., Tanty V., Lemoine S., et al. Structure and properties of transcriptional networks driving selenite stress response in yeasts. BMC genomics. 2008;9(1):1–14. doi: 10.1186/1471-2164-9-333. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 145.Yibmantasiri P., Bircham P.W., Maass D.R., Bellows D.S., Atkinson P.H. Networks of genes modulating the pleiotropic drug response in Saccharomyces cerevisiae. Mol BioSyst. 2014;10(1):128–137. doi: 10.1039/C3MB70351G. [DOI] [PubMed] [Google Scholar]
- 146.Canadell D., González A., Casado C., Ariño J. Functional interactions between potassium and phosphate homeostasis in Saccharomyces cerevisiae. Mol Microbiol. 2015;95(3):555–572. doi: 10.1111/mmi.12886. [DOI] [PubMed] [Google Scholar]
- 147.Teunissen J.H., Crooijmans M.E., Teunisse P.P., van Heusden G.P.H. Lack of 14–3-3 proteins in Saccharomyces cerevisiae results in cell-to-cell heterogeneity in the expression of Pho4-regulated genes SPL2 and PHO84. BMC genomics. 2017;18(1):1–12. doi: 10.1186/s12864-017-4105-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 148.Mahmoud S., Planes M.D., Cabedo M., Trujillo C., Rienzo A., Caballero-Molada M., et al. TOR complex 1 regulates the yeast plasma membrane proton pump and pH and potassium homeostasis. FEBS Lett. 2017;591(13):1993–2002. doi: 10.1002/1873-3468.12673. [DOI] [PubMed] [Google Scholar]
- 149.Das S., Bhuyan R., Goswami A.M., Saha T. Kinome analyses of Candida albicans, C. parapsilosis and <hi rend=”it”>C. tropicalis</hi> enable novel kinases as therapeutic drug targets in candidiasis. Gene. 2021;780 doi: 10.1016/j.gene.2021.145530. [DOI] [PubMed] [Google Scholar]
- 150.García-Sánchez S., Aubert S., Iraqui I., Janbon G., Ghigo J.-M., d’Enfert C. Candida albicans biofilms: a developmental state associated with specific and stable gene expression patterns. Eukaryotic cell. 2004;3(2):536–545. doi: 10.1128/EC.3.2.536-545.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 151.Nishikawa H., Sakagami T., Yamada E., Fukuda Y., Hayakawa H., Nomura N., et al. T-2307, a novel arylamidine, is transported into Candida albicans by a high-affinity spermine and spermidine carrier regulated by Agp2. J Antimicrob Chemother. 2016;71(7):1845–1855. doi: 10.1093/jac/dkw095. [DOI] [PubMed] [Google Scholar]
- 152.Mota M.N., Martins L.C., Sá-Correia I. The identification of genetic determinants of methanol tolerance in yeast suggests differences in methanol and ethanol toxicity mechanisms and candidates for improved methanol tolerance engineering. J Fungi. 2021;7(2):90. doi: 10.3390/jof7020090. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 153.Yoshikawa K., Tanaka T., Furusawa C., Nagahisa K., Hirasawa T., Shimizu H. Comprehensive phenotypic analysis for identification of genes affecting growth under ethanol stress in Saccharomyces cerevisiae. FEMS Yeast Res. 2009;9(1):32–44. doi: 10.1111/j.1567-1364.2008.00456.x. [DOI] [PubMed] [Google Scholar]
- 154.Bleackley M.R., Wiltshire J.L., Perrine-Walker F., Vasa S., Burns R.L., van der Weerden N.L., et al. Agp2p, the plasma membrane transregulator of polyamine uptake, regulates the antifungal activities of the plant defensin NaD1 and other cationic peptides. Antimicrob Agents Chemother. 2014;58(5):2688–2698. doi: 10.1128/AAC.02087-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 155.Lussier M., White A.-M., Sheraton J., di Paolo T., Treadwell J., Southard S.B., et al. Large scale identification of genes involved in cell surface biosynthesis and architecture in Saccharomyces cerevisiae. Genetics. 1997;147(2):435–450. doi: 10.1093/genetics/147.2.435. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 156.Islahudin F., Khozoie C., Bates S., Ting K.-N., Pleass R.J., Avery S.V. Cell wall perturbation sensitizes fungi to the antimalarial drug chloroquine. Antimicrob Agents Chemother. 2013;57(8):3889–3896. doi: 10.1128/AAC.00478-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 157.de Groot P.W., Ruiz C., Vázquez de Aldana C.R., Dueňas E., Cid V.J., Del Rey F., et al. A genomic approach for the identification and classification of genes involved in cell wall formation and its regulation in Saccharomyces cerevisiae. Compar Funct Genomics. 2001;2(3):124–142. doi: 10.1002/cfg.85. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 158.Zheng D.-Q., Wang Y.-T., Zhu Y.-X., Sheng H., Li K.-J., Sui Y., et al. Uncovering bleomycin-induced genomic alterations and underlying mechanisms in the yeast Saccharomyces cerevisiae. Appl Environ Microbiol. 2022;88(2):e01703–21. doi: 10.1128/AEM.01703-21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 159.Westmoreland T.J., Wickramasekara S.M., Guo A.Y., Selim A.L., Winsor T.S., Greenleaf A.L., et al. Comparative genome-wide screening identifies a conserved doxorubicin repair network that is diploid specific in Saccharomyces cerevisiae. PloS one. 2009;4(6) doi: 10.1371/journal.pone.0005830. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 160.Altintaş A., Martini J., Mortensen U.H., Workman C.T. Quantification of oxidative stress phenotypes based on high-throughput growth profiling of protein kinase and phosphatase knockouts. FEMS Yeast Res. 2016;16(1):fov101. doi: 10.1093/femsyr/fov101. [DOI] [PubMed] [Google Scholar]
- 161.Fernandez-Ricaud L., Warringer J., Ericson E., Pylvänäinen I., Kemp G.J., Nerman O., et al. Prophecy–a database for high-resolution phenomics. Nucl Acids Res. 2005;33(suppl_1):D369–D373. doi: 10.1093/nar/gki126. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 162.Parsons A.B., Lopez A., Givoni I.E., Williams D.E., Gray C.A., Porter J., et al. Exploring the mode-of-action of bioactive compounds by chemical-genetic profiling in yeast. Cell. 2006;126(3):611–625. doi: 10.1016/j.cell.2006.06.040. [DOI] [PubMed] [Google Scholar]
- 163.Vandenbosch D., De Canck E., Dhondt I., Rigole P., Nelis H.J., Coenye T. Genomewide screening for genes involved in biofilm formation and miconazole susceptibility in Saccharomyces cerevisiae. FEMS Yeast Res. 2013;13(8):720–730. doi: 10.1111/1567-1364.12071. [DOI] [PubMed] [Google Scholar]
- 164.Ratnakumar S., Hesketh A., Gkargkas K., Wilson M., Rash B.M., Hayes A., et al. Phenomic and transcriptomic analyses reveal that autophagy plays a major role in desiccation tolerance in Saccharomyces cerevisiae. Mol BioSyst. 2011;7(1):139–149. doi: 10.1039/C0MB00114G. [DOI] [PubMed] [Google Scholar]
- 165.Novo M., Mangado A., Quirós M., Morales P., Salvadó Z., Gonzalez R. Genome-wide study of the adaptation of Saccharomyces cerevisiae to the early stages of wine fermentation. PLoS One. 2013;8(9) doi: 10.1371/journal.pone.0074086. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 166.Pereira F.B., Teixeira M.C., Mira N.P., Sá-Correia I., Domingues L. Genome-wide screening of Saccharomyces cerevisiae genes required to foster tolerance towards industrial wheat straw hydrolysates. J Ind Microbiol Biotechnol. 2014;41(12):1753–1761. doi: 10.1007/s10295-014-1519-z. [DOI] [PubMed] [Google Scholar]
- 167.North M., Steffen J., Loguinov A.V., Zimmerman G.R., Vulpe C.D., Eide D.J. Genome-wide functional profiling identifies genes and processes important for zinc-limited growth of Saccharomyces cerevisiae. PLoS Genet. 2012;8(6) doi: 10.1371/journal.pgen.1002699. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 168.Tun N.M., O’Doherty P.J., Chen Z.-H., Wu X.-Y., Bailey T.D., Kersaitis C., et al. Identification of aluminium transport-related genes via genome-wide phenotypic screening of Saccharomyces cerevisiae. Metallomics. 2014;6(8):1558–1564. doi: 10.1039/c4mt00116h. [DOI] [PubMed] [Google Scholar]
- 169.Thorpe G.W., Fong C.S., Alic N., Higgins V.J., Dawes I.W. Cells have distinct mechanisms to maintain protection against different reactive oxygen species: oxidative-stress-response genes. Proc Natl Acad Sci. 2004;101(17):6564–6569. doi: 10.1073/pnas.0305888101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 170.Higgins V.J., Alic N., Thorpe G.W., Breitenbach M., Larsson V., Dawes I.W. Phenotypic analysis of gene deletant strains for sensitivity to oxidative stress. Yeast. 2002;19(3):203–214. doi: 10.1002/yea.811. [DOI] [PubMed] [Google Scholar]
- 171.Cai H., Kauffman S., Naider F., Becker J.M. Genomewide screen reveals a wide regulatory network for di/tripeptide utilization in Saccharomyces cerevisiae. Genetics. 2006;172(3):1459–1476. doi: 10.1534/genetics.105.053041. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 172.Walker M.E., Nguyen T.D., Liccioli T., Schmid F., Kalatzis N., Sundstrom J.F., et al. Genome-wide identification of the fermentome; genes required for successful and timely completion of wine-like fermentation by Saccharomyces cerevisiae. BMC Genomics. 2014;15(1):1–17. doi: 10.1186/1471-2164-15-552. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 173.Gaytán BD, Loguinov AV, Lantz SR, Lerot J-M, Denslow ND, Vulpe CD. Functional profiling discovers the dieldrin organochlorinated pesticide affects leucine availability in yeast. Toxicol Sci 2013;132(2):347–358. doi:10.1093/toxsci/kft018. [DOI] [PMC free article] [PubMed]
- 174.Huang Z., Chen K., Zhang J., Li Y., Wang H., Cui D., et al. A functional variomics tool for discovering drug-resistance genes and drug targets. Cell Rep. 2013;3(2):577–585. doi: 10.1016/j.celrep.2013.01.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 175.Pallares R.M., Faulkner D., An D.D., Hébert S., Loguinov A., Proctor M., et al. Genome-wide toxicogenomic study of the lanthanides sheds light on the selective toxicity mechanisms associated with critical materials. Proc Natl Acad Sci. 2021;118(18) doi: 10.1073/pnas.2025952118. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 176.Sousa M., Duarte A.M., Fernandes T.R., Chaves S.R., Pacheco A., Leão C., et al. Genome-wide identification of genes involved in the positive and negative regulation of acetic acid-induced programmed cell death in Saccharomyces cerevisiae. BMC Genomics. 2013;14(1):1–15. doi: 10.1186/1471-2164-14-838. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 177.Lawrence C.L., Botting C.H., Antrobus R., Coote P.J. Evidence of a new role for the high-osmolarity glycerol mitogen-activated protein kinase pathway in yeast: regulating adaptation to citric acid stress. Mol Cell Biol. 2004;24(8):3307–3323. doi: 10.1128/MCB.24.8.3307-3323.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]