Abstract
Growth regulation tailors plant development to its environment. A showcase is growth adaptation to gravity, where shoots bend up and roots down. This paradox is based on different responses to the phytohormone auxin, which promotes cell expansion in shoots, while inhibiting it in roots via a yet unknown cellular mechanism. Here, by combining microfluidics, live imaging, genetic engineering and phospho-proteomics in Arabidopsis thaliana, we reveal how auxin inhibits root growth. We show that auxin activates two distinct, antagonistically acting signalling pathways that converge on the rapid regulation of the apoplastic pH, which is the direct growth-determining mechanism. Cell surface-based TRANSMEMBRANE KINASE 1 (TMK1) interacts with and mediates phosphorylation and activation of plasma membrane H+-ATPases for apoplast acidification, while intracellular TIR1/AFB-mediated signalling triggers net cellular H+-influx, causing apoplast alkalinisation. The simultaneous activation of these two counteracting mechanisms poises the root for a rapid, fine-tuned growth modulation to subtle changes in the environment.
Auxin, as a major growth regulator in plants, acts oppositely in shoots and roots. In shoots, it promotes cell elongation by activating H+-pumps to acidify the apoplast 1 in agreement with the classical Acid Growth Theory, which postulates that low apoplastic pH promotes growth 2–4 . This relatively slow process relies on the canonical/intracellular TIR1/AFB receptors-mediated pathway of transcriptional regulation 5–7 . In many species including the model Arabidopsis, however, auxin inhibits growth in roots 8 by an unclear cellular mechanism. This contrasting response to the same signal is the basis for the positive versus negative bending of roots and shoots in response to gravity and light. The inhibitory auxin effect in roots is very rapid, but also involves TIR1/AFB receptors 9 . The timing indicates the existence of a rapid, non-transcriptional branch of this pathway 9 , nonetheless with unclear downstream molecular, cellular and physiological mechanisms. Besides intracellular TIR1/AFB auxin signalling, a cell surface-based pathway mediated by TRANSMEMBRANE KINASE 1 (TMK1) has been shown to regulate differential growth in the apical hook 10 , while its contribution to a general growth regulation, remains unclear. Hence, the auxin signalling mechanism and the downstream cellular mechanisms for regulating root growth remain elusive.
In this study, we revealed simultaneous antagonistic activities of TIR1/AFB intracellular and TMK1-based cell surface auxin signalling converging on regulation of apoplastic pH, which we identified as the key cellular mechanism allowing immediate and sensitive root growth regulation.
Auxin-induced root growth inhibition correlates with a rapid increase in apoplastic pH
Auxin rapidly and non-transcriptionally inhibits root growth through TIR1/AFB auxin signalling 9 . Although several processes, including cortical microtubule (CMT) reorientation 11,12 , vacuolar fragmentation 13 and apoplastic pH changes 14–16 are implicated, the causal mechanism mediating rapid auxin inhibition of root growth remains unidentified.
The microfluidic vRootchip 9 setup in combination with vertical confocal microscopy 17 allowed us to critically re-evaluate the contributions of these processes by comparing their kinetics. Growth inhibition was observed within 30 seconds after 10 nM of the natural auxin indole-3-acetic acid (IAA) 9 . Using the microtubule plus-end marker pEB1b::EB1b-GFP, we observed that even using 100 nM IAA, less than 5% of the CMT in elongating epidermal cells reoriented after 1 minute (Extended Data Fig. 1a-b). Furthermore, inhibition of CMT dynamics by taxol treatment blocked auxin-mediated CMT reorientation (Extended Data Fig. 1c-d), but had no effect on auxin-mediated growth inhibition (Extended Data Fig. 1e). We visualized vacuolar morphology using tonoplast marker pSYP22::SYP22-YFP. By live imaging the same cells, we could not detect obvious changes in vacuolar morphology even after 30 minutes of 100 nM IAA treatment (Extended Data Fig. 1f), when root growth was already strongly inhibited. These results show that both CMT reorientation and vacuole constriction occur well after the rapid auxin-mediated growth inhibition, arguing against their involvement in this process.
To evaluate the kinetics of apoplastic pH changes, we applied a membrane-impermeable ratiometric pH indicator: 8-hydroxypyrene-1,3,6-trisulfonic acid (HPTS) 14 and imaged apoplastic pH in elongating epidermis cells while simultaneously tracking root tip growth in the vRootchip. We detected a gradient in the apoplastic pH, decreasing from transition to elongation zone, in root epidermal cells (Extended Data Fig. 1g). Regardless of their position, all cells showed a strong apoplastic pH increase within 30 seconds of 5 nM IAA treatment (Fig. 1a, b and Extended Data Fig. 1g). This auxin-mediated alkalinisation was observed at the same time as root growth inhibition (Fig. 1b). The pH increase was very robust as we also detected alkalinisation of the external medium along the root tip surface (Extended Data Fig. 1h). In a complementary approach, we analysed the cytosolic pH by using the PM-Cyto reporter 18 . The cytosolic pH adjacent to the PM decreased within 30 seconds of 5 nM IAA treatment (Fig. 1c). The concomitant apoplastic pH increase and intracellular decrease in elongating root epidermal cells suggest that auxin causes a H+-influx into the cell. This notion was confirmed in direct experiments using non-invasive ion microelectrodes monitoring the net H+-exchange across the PM of root elongating epidermis cells (Extended Data Fig. 1i).
Overall, auxin triggers rapid apoplast alkalinisation by increasing the net H+-flux into cells. Strong spatial and temporal correlation with auxin-mediated root growth inhibition suggests that apoplast alkalinisation may be the key cellular mechanism, by which auxin rapidly inhibits root growth.
Apoplastic pH is causative for rapid root growth regulation
To investigate the causal relationship between apoplast alkalinisation and root growth inhibition, we manipulated the apoplastic pH by changing the pH of the medium and monitoring the impact on root growth using the vRootchip. Indeed, pH manipulation of the medium had a rapid impact on the root apoplastic pH (Extended Data Fig. 1j-k). Replacement of the standard medium at pH 5.8 by a more alkaline (pH 6.15) medium caused instant reduction of root growth; the growth rate restored rapidly after washout with the original pH 5.8 medium (Fig. 1d, e). Gradual alkalinisation of the medium resulted in gradual root growth inhibition (Extended Data Fig. 1l). On the other hand, replacing the alkaline medium by more acidic pH 5.1 medium increased root growth instantly and washout restored the original growth rate (Fig. 1f, g).
Thus, exogenous manipulation of apoplastic pH has an immediate and reversible effect on root growth, with alkaline pH inhibiting and acidic pH promoting growth. This resembles the root growth inhibition effects of auxin in both speed and reversibility and strongly supports that auxin-induced apoplast alkalinisation is the key downstream cellular mechanism for rapid root growth inhibition.
Auxin rapidly phosphorylates and activates plasma membrane H+-ATPases in the root
The auxin effect on apoplast alkalinisation occurs within seconds, thus being too fast to involve transcriptional regulation. To gain insights into the underlying mechanism, we mined recent datasets from Mass Spectroscopy (MS)-aided phospho-proteomics in Arabidopsis root tips treated for 2 minutes with 100 nM IAA (Han et al., manuscript in preparation). Among the top differentially phosphorylated targets were two Plasma Membrane (PM) H+-ATPases encoded by AT2G18960 (AHA1) and AT4G30190 (AHA2). Multiple putative phosphorylation sites were identified in the auto-inhibitory C-terminal region as being regulated by auxin, potentially leading to both activation and deactivation of H+-pump activity 19,20 (Fig. 2a and Extended Data Table 1). This suggested that auxin may regulate H+-pump activity in roots via phosphorylation, providing a plausible mechanism for the observed rapid auxin effect on apoplastic pH.
To test whether and how auxin changes the activity of PM H+-ATPases in roots, we performed an ATP hydrolysis assay measuring the hydrolytic release of inorganic phosphate from the ATP, which has been shown to correlate with the activity of the H+-ATPases and with the H+-extrusion 21,22 . After 1 hour 100 nM IAA treatment, we detected increased ATP hydrolysis activity in root protein extracts (Fig. 2b), similarly as observed in shoots following auxin treatment (Lin et al., submitted). This supports the notion that auxin activates H+-pumps also in root cells, which should lead to apoplast acidification contrasting with the observed alkalinisation (see Fig. 1b).
Hereafter, we reanalysed the phospho-proteomics data specifically for the phosphorylation of Thr947 in AHA2, a known activation site 23,24 . Thr947 was significantly more phosphorylated after IAA treatment (Fig. 2c), suggesting that auxin activates AHAs in the root by stimulating this phosphorylation. To confirm the phosphorylation state of AHA2, we used antibodies that specifically recognize the catalytic domain of AHA2 and phosphorylated Thr947. We pre-treated seedlings with 50 μM of the auxin biosynthesis inhibitor kynurenine for 24 hours, followed by 10 nM IAA treatment and harvested roots at given time points. At such low concentration, IAA strongly induced phosphorylation of Thr947 of AHA2 within 10-20 minutes and additionally led to an increase of AHA2 protein levels at later time points (Fig. 2d). Thus, auxin mediates AHA2 phosphorylation leading to its activation.
Our results show that, consistently with previous findings in shoots 7,22 , auxin rapidly induces AHA phosphorylation leading to H+-pump activation in the root. This, however, should lead to apoplast acidification and not the observed auxin-induced apoplast alkalinisation (see Fig. 1b) suggesting that in roots H+-pump activation may act antagonistically, presumably as a negative feed-back to auxin-mediated apoplast alkalinisation.
H+-ATPases activation counteracts auxin-mediated apoplast alkalinisation and growth inhibition
To better understand the role of H+-pump activation during auxin-mediated root growth inhibition, we used the fungal toxin Fusicoccin (FC). FC stabilizes binding of 14-3-3 proteins to H+-ATPases, thus rapidly and specifically activating them 23,25,26 , without otherwise affecting auxin signalling (Extended Data Fig. 2a). This allowed us to dissect the effects of auxin and H+-ATPase activation on pH and growth simultaneously. FC caused rapid apoplast acidification and promoted growth in roots (Extended Data Fig. 2b, c), opposite to the auxin effect. When FC and IAA were applied simultaneously, we observed an intermediate outcome on apoplastic pH and root growth proportional to the ratio of auxin versus FC (Fig. 2e, f and Extended Data Fig. 2f, g). Similar observations were made when FC and IAA were added sequentially (Extended Data Fig. 2b-e). These observations suggest that FC-mediated H+-ATPase activation and IAA-mediated apoplast alkalinisation act antagonistically during apoplastic pH and root growth regulation.
To test this notion genetically, we analysed auxin response of loss- and gain-of-function aha mutants. Single aha1 and aha2 mutants have no consistent root phenotypic defects, when grown on auxin (Extended Data Fig. 2h), while the double mutant is embryo-lethal 27 . To overcome redundancy within the AHA family and test for AHA function specifically in cells where root growth is controlled, we used a synthetic trans-acting siRNA 28 targeting AHA1/2/7/11 (AtTAS1c-AHA), expressed from the PIN2 promoter in the outer root tissues 29 . Expression of all four AHAs was verifiably downregulated in both independent transgenic lines (Extended Data Fig. 2i). Both AtTAS1c-AHA lines were hypersensitive to auxin in terms of apoplast alkalinisation (Fig. 2g) and root growth inhibition (Fig. 2i). In contrast, constitutive activation of AHA1 in the ost2-3D mutants 30 resulted in decreased auxin sensitivity of apoplastic pH (Fig. 2h) and root growth (Fig. 2i). These aha mutant phenotypes further confirm that auxin-mediated H+-ATPase activation antagonizes auxin-induced apoplast alkalinisation in the root.
These observations show that H+-pump activation in roots acts against the observed auxin-mediated apoplast alkalinisation. The auxin effect on root growth is thus the net result of auxin-induced AHA activation, which presumably acts as negative feed-back against the more dominant auxin-mediated alkalinisation.
TMK1 interacts with H+-ATPases
To gain insights into the mechanisms, by which auxin signalling regulates apoplastic pH, we performed co-immunoprecipitation pull-down assays followed by MS-assisted identification of proteins associated with either the intracellular TIR1/AFB1 receptor or the cell surface TMK1 Leucine-rich repeat receptor-like kinase 31 . For TIR1 and AFB1 this approach did not reveal any components that have yet been linked to control of H+-transport (Extended Data Fig. 3a and Extended Data Table 2). For TMK1, although enrichment was not strong and the identified peptides did not allow discriminating between the two proteins, we found peptides of AHA1/AHA2 among the top enriched associated peptides for TMK1 (Extended Data Fig. 3b and Extended Data Table 3).
To verify the interaction between AHAs and TMK1, we performed Co-IP assays from transgenic pTMK1::TMK1-FLAG (Fig. 3a), pAHA2::AHA2-GFP (Fig. 3b) and pTMK1-TMK1-GFP roots (Extended Data Fig. 3c). In all pulldowns with TMK1-expressing plants, we detected associated AHA2 and reciprocally from the AHA2-GFP pulldowns, we detected TMK1, confirming interaction between TMK1 and AHA2. IAA treatment had no effect on the interaction, but AHA2 phosphorylation was increased (Fig. 3a, b and Extended Data Fig. 3c). Additionally, we confirmed the interaction in vivo by bimolecular fluorescent complementation (BiFC) in tobacco leaves co-transformed with TMK1 and AHA2 (Fig. 3c and Extended Data Fig. 3d).
These observations show that TMK1, a presumable component of cell surface auxin signalling, interacts with the PM H+-ATPase AHA2.
TMK1 activity mediates auxin effect on H+-ATPases phosphorylation and activation
To test the role of TMK1 in H+-ATPase phosphorylation, we performed phospho-proteomic analysis in roots of tmk1-1 compared to WT, and detected strong hypophosphorylation of AHAs in the tmk1-1 (Fig. 3d and Extended Data Table 1). This stipulates that TMK1 is involved in H+-ATPases phosphorylation.
To further confirm this notion, we cloned p35S::TMK1-HA and two kinase-dead versions with mutations in the ATP binding site, in which K616 is exchanged to either E or R (TMK1K616E or TMK1K616R). Transient overexpression of the wild type (WT), but not the kinase-dead TMK1 constructs in tobacco resulted in rapid wilting of the leaves (Extended Data Fig. 3e), an effect consistent with PM H+-ATPases activation 32 . To test this directly in Arabidopsis roots, we generated dexamethasone (DEX)-inducible TMK1 gain-of-function lines and assessed the phosphorylation status of AHA2. In the root extract expressing TMK1K616R, no phosphorylation of AHAThr947 was observed after 100 nM IAA treatment compared to TMK1WT (Extended Data Fig. 3f).
Next, we analysed different tmk loss-of-function mutants. We detected less auxin-induced AHA phosphorylation in tmk1-1 single and tmk1-1, tmk3-1 (tmk1,3) double mutants compared to WT (Fig. 3e, f and Extended Data Fig. 3g, h). As double tmk1-1, tmk4-1 (tmk1,4) plants were very stunted, protein extracts were prepared from full seedlings and less endogenously phosphorylated AHA2 was detected (Fig. 3g). We also assessed the H+-ATPase activity by the ATP hydrolysis assay. We detected auxin-induced increase of H+-ATPase activity in WT but not in the tmk1-1, tmk4-1 and tmk1,4 roots (Fig. 3h).
In summary, these independent approaches show that active TMK1 kinase is required for the auxin-mediated phosphorylation and activation of H+-ATPases in roots.
TIR1/AFB and TMK1 signalling converge antagonistically on apoplastic pH and growth regulation
Our results show that TMK1 interacts with, and mediates the phosphorylation and activation of PM H+-ATPases (see Fig. 3), which results in apoplast acidification (see Fig. 2). How can we reconcile this with the observed auxin-mediated apoplast alkalinisation leading to growth inhibition (see Fig. 1)?
Previously, it was proposed that the auxin influx transporter AUXIN RESISTANT1 (AUX1) and the intracellular TIR1/AFB auxin receptors mediate auxin-induced membrane depolarisation associated with changes in H+-fluxes across the PM 15,33 . Therefore, we set out to assess the interplay of these components with TMK1 action in regulation of apoplastic pH. First, we used aux1-100 mutants defective in the AUXIN RESISTANT 1 (AUX1), which mediates cellular uptake of IAA and, in particular, of the synthetic auxin analogue 2,4-dichlorophenoxyacetic acid (2,4-D) 34 . Consistently with previous reports 9 , aux1-100 roots were less sensitive to 5 nM IAA in the vRootchip (Extended Data Fig. 4a, b) or to 0.1 μM 2,4-D (Extended Data Fig. 4c, d) in the steady-state conditions, both for the apoplastic pH and the root growth inhibition suggesting intracellular auxin perception is required for auxin-mediated apoplast alkalinisation.
Given that intracellular TIR1/AFB receptors mediate auxin-mediated growth inhibition 9 , we evaluated apoplastic pH in parallel to growth in the tir1-1, afb2-1, afb3-1 (tir triple) mutant. The tir triple roots were resistant to 5 nM IAA in both apoplast alkalinisation and growth inhibition (Fig. 4a and Extended Data Fig. 4e). As a pharmacological alternative, we applied PEO-IAA, which acts as an anti-auxin and blocks downstream signalling following binding to TIR1/AFB receptors 35 . Simultaneous addition of 10 μM PEO-IAA and 5 nM IAA prevented apoplast alkalinisation and growth inhibition (Extended Data Fig. 4f, g). Both approaches further corroborate the involvement of the TIR1/AFB auxin perception in auxin-mediated apoplast alkalinisation.
To test the TIR1/AFB requirement, definitively, we took advantage of the cvxIAA/ccvTIR1 system, in which the engineered concave (ccv) TIR1 receptor cannot interact with the natural IAA, but only with a synthetic convex (cvx) IAA analogue, thus allowing specific activation of TIR1/AFB signalling 7 . Application of 50 nM cvxIAA in the vRootchip resulted in apoplastic alkalinisation in the ccvTIR1 plants, but not in the control (Fig. 4b), confirming that specific activation of the TIR1/AFB pathway is sufficient to induce root growth inhibition 9 and apoplast alkalinisation.
These observations suggest that intracellular TIR1/AFB signalling mediates the dominant auxin effect: apoplast alkalinisation and root growth inhibition. This is then counteracted by the cell surface TMK1-mediated H+-ATPase activation for apoplast acidification. Indeed, in the steady state, TMK1 function is redundantly required for root growth as demonstrated by shorter roots in tmk mutants (Fig. 4c) 36 . In response to low concentration of auxin, tmk1-related mutants were more sensitive (Fig. 4d), while overexpressing TMK1 (pUBQ10::TMK1-3HA) led to a slight auxin resistance (Extended Data Fig. 4h). This resembles the corresponding loss- and gain-of-function aha mutants (see Fig. 2) providing additional support for the antagonistic, growth-promoting role of TMK-mediated AHA activity.
To explore further the antagonism of TIR1/AFB and TMK1, we created double mutant tmk1-1, tir1-1 (tmk1,tir1) and analysed the auxin effect on apoplastic pH and root growth. As expected, the tmk1,tir1 mutant showed intermediate auxin sensitivity compared to the single mutants both for growth and apoplastic pH (Fig. 4e, f and Extended Data Fig. 4i, j).
Collectively, these results strongly suggest that auxin activates two antagonistically acting signalling pathways: (i) the cell surface, TMK1-mediated H+-efflux acidifying apoplast and (ii) an intracellular TIR1/AFB-dependent apopast alkalinisation leading to the rapid growth inhibition (Fig. 4g). It seems that the TIR1/AFB-mediated apoplast alkalinisation is dominant, in particular at conditions of higher auxin after its exogenous application. But at low auxin levels, TMK1-mediated acidification becomes more apparent and fine-tunes the growth inhibition outcome.
Conclusions
Our findings provide novel insights into a long-standing question on how root growth is regulated in plants. In particular, we addresses the old mystery of opposite growth regulation in shoots and roots by the phytohormone auxin and we also clarify the downstream cellular mechanism of auxin-mediated root growth inhibition.
Auxin regulates root growth very rapidly, utilizing a non-transcriptional branch of a signalling pathway downstream of intracellular TIR1/AFB receptors 9 . This pathway mediates apoplast alkalinisation, which we show as the direct, causative cellular mechanism for root growth regulation. This finding extends the classical Acid Growth Theory proposing that low apoplastic pH promotes growth 2,3 . We demonstrate validity of this mechanism also for growth inhibition, showing that root growth rate is immediately and reversibly determined by apoplastic pH changes.
Remarkably, the auxin-mediated apoplast alkalinisation in roots does not occur through the regulation of PM H+-ATPases as observed in shoots, where the same TIR1/AFB auxin perception mechanism leads to PM H+-ATPases activation and apoplast acidification 5,7,22 .
Instead, in roots, PM H+-ATPases are phosphorylated and activated via the cell surface TMK1 receptor like kinase-based auxin signalling, which leads to apoplast acidification and root growth promotion. This mechanism, acting antagonistically to the more dominant TIR1/AFB-mediated alkalinisation, constitutes a negative feed-back, presumably to fine-tune root growth to be able to rapidly respond to subtle changes of environmental stimuli.
Key remaining open questions are: (i) if not by PM H+-ATPases, how does TIR1/AFB signalling mediate alkalinisation in roots? A plausible scenario would be a rapid increase in H+-permeability across the PM, which may be mediated by TIR1/AFB-activated Ca2+ signalling 33 and would impact on the apoplastic pH and membrane potential. (ii) What is the auxin perception mechanism for the TMK1 pathway? Is it direct activation of TMK1 by auxin or through another yet to be identified associated auxin receptor?
With cell surface-based TMK1 activating H+-pumps and intracellular TIR1/AFB signalling causing the net cellular H+-influx, two auxin-triggered antagonistic mechanisms converge on the regulation of extracellular pH, which directly determines root growth rates. This seemingly counterproductive simultaneous ‘gas and brake’ action presumably poises the root tip for rapid and flexible changes of the growth rate and direction in response to numerous stimuli during the challenging task to navigate through the complex soil environments.
Methods
Plant materials and growth conditions
All Arabidopsis thaliana mutants and transgenic lines used are in Columbia-0 (Col-0) background. The pEB1b::EB1b-GFP 1 , p35S::MAP4-GFP 2 , pSYP22::SYP22-YFP 3 , DR5::LUC 4 , PM-cyto 5 marker lines were described previously. The tir1-1/afb2-1/afb3-1 mutant 6 , pTIR1::ccvTIR1 in tir1-1/afb2-3 7 , pTIR1::TIR1 in tir1-1/afb2-3 (we called it control for ccvTIR1) 7 and aux1-100 8,9 were donated by the authors. The pTIR1::TIR1-VENUS in tir1-1 10 , pAFB1::AFB1-VENUS in afb1-3 11 are shared by Stefan Kepinski. The aha mutants are the following: aha2-5 (SALK_022010), aha1-7 (SALK_065288) 12 , ost2-3D shared by Atsushi Takemiya 13 . Two independent lines AtTAS1c-AHA#2 and #4 were generated by Jian Chen and Steffen Vanneste as follows: the syn-tasiRNA target sequence was inserted into pENTR-AtTAS1c-B/c 14 using hybridized primers TAS-AHA pair (Extended Data Table 4) and was recombined into pH7m24GW 15 together with pDONR P4-P1R carrying the pPIN2 promoter 16 , to generate pPIN2:AtTAS1c-AHA. The pAHA2::AHA2-GFP seeds were donated by Anja T. Fuglsang 17 . The tmk mutants are the following: tmk1- 1 (SALK_016360) 18 , tmk4-1 (GABI_348E01) 19 ordered from NASC; Tongda Xu kindly contributed tmk1- 2 (SAIL_812_G09), tmk1-3 (SALK_008771) 20 , the complemented pTMK1::gTMK1-FLAG in tmk1-1 20 and tmk1-1/tmk4-1 double mutant seeds. The transgenic plant lines carrying DEX::TMK1-HA and DEX-TMK1-HA K616R were generated by Hong Ren and William M. Gray. The DEX::TMK1 (or TMK1-K616R/E)-HA constructs were done by cloning the cDNA of TMK1 (or TMK1-K616R/E) without stop codon (Extended Data Table 4) into pENTR/D-TOPO, and subsequently recombining into the pBAV154 21 binary vector used Gateway system. The pUBQ10::gTMK1-3HA and 35S::gTMK1-eGFP lines were generated by amplifying TMK1 full length gDNA without stop codon from Col-0 genomic DNA using the primers indicated in Extended Data Table 4. TMK1 gDNA was inserted into pDONR221, subsequently recombined into pB7m34GW together with pDONR P4-P1R carrying the pUBQ10 promoter or TMK1 promoter and pDONR P2R-P3 3xHA or pDONR P2R-P3 eGFP, respectively. The constructs were transformed into the Agrobacterium tumefaciens strain pGV3101 by electroporation and further into Col-0 plants by floral dip.
Seeds were surface-sterilized by chlorine gas, sown on half-strength Murashige and Skoog (½ MS) medium supplemented with 1% (w/v) sucrose and 0.8% (w/v) phyto agar (pH 5.9), stratified in the dark at 4°C for 2 days and then grown vertically at 21°C with a long-day photoperiod (16h light/8h dark). Light sources used were Philips GreenPower LED production modules [in deep red (660 nm)/far red (720 nm)/blue (455 nm) combination, Philips], with a photon density of 140.4 μmol/m2/s ± 3%.
Microfluidics
The microfluidic vRootchip was used to analyze root tip growth and apoplastic pH in real-time. The manufacturing of the chip, sample preparation procedure and data analysis of root tip growth were performed as described previously 22 . Our new design contains an additional valve in the control layer that closes the ends of the root channels (Extended Data Fig. 1m). In case of air bubbles in the root channels, the additional valve allows pressurizing the channel and air will be absorbed into the Polydimethylsiloxane (PDMS) chip material within 2-10 minutes. Afterwards, experiments started after adaptation of at least two hours. Besides, we introduced a graphical user interface (Extended Data Script 1) using the Processing software (https://processing.org/) with the ControlIP5 package (http://www.sojamo.de/libraries/controlP5/) that sends serial commands to the Arduino. A sketch (Extended Data Script 2) runs on the Arduino to operate the electronics and receive commands. For one vRootchip, maximum 8 samples were used. When comparing two genotypes, 3-4 seedlings were used for each genotype and mounted in alternating channels to minimize the time difference between imaging the two genotypes. For each root, we imaged one ROI containing early elongating epidermal cells and the other ROI covering the root tip. As these two ROIs were captured sequentially, we imaged the apoplastic pH and the growth of the same root close to simultaneously.
Scanner growth assay
To complement the real-time imaging in the vRootchip, growth analysis was performed on a vertical scanner with bigger sample sizes allowing more conditions to be evaluated. This growth measurement we called steady-state. 4-day-old seedlings were transferred to 60 × 15 mm petri dishes filled with 5 ml of ½ MS medium with treatments as indicated. The petri dishes were placed on a vertically mounted flatbed scanner (Epson perfection V370) and seedlings were imaged through the layer of medium. Either wet black filter paper or ½ MS medium containing activated charcoal was placed in the lid of the petri dishes to improve background contrast. The samples were automatically imaged every 10 or 30 minutes using the AutoIt script described previously 23 and scans were taken at 1200 dpi. The resulting image series were analyzed using StackReg stabilization and the Manual Tracking plugin in ImageJ.
Imaging and measuring apoplastic pH with HPTS dye
pH measurements were done both in steady-state condition and real-time vRootchip imaging. For steady-state pH analysis, 4-day-old seedlings were transferred to ½ MS medium containing 1 mM HPTS (Thermo Scientific 6358-69-6, dissolved in ddH2O) and indicated treatments for 30 or 50 minutes as indicated. Subsequently, seedlings on a slice of the treatment medium were mounted into a Lab-Tek Chambered Coverglass for steady state imaging. Real-time imaging of the apoplastic pH was done in vRootchip containing medium (¼ MS + 0.1% sucrose) supplemented with 1mM HPTS with or without treatment. All imaging was performed on the in-house established vertical Zeiss LSM 800 confocal microscope 24 . Fluorescent signals for protonated HPTS (excitation 405 nm, emission 514 nm, visualized in red) and deprotonated HPTS (excitation, 488 nm, emission 514 nm, visualized in green) were detected with a 20x/0.8 air objective. Image analysis was performed on a cropped region of elongating epidermis cells using a batch processing modification of a previously described the ImageJ macro 25 . The relative pH value is calculated as the background-subtracted intensity of the deprotonated intensity divided by that of the protonated intensity to represent the relative pH. The resulting relative pH data were plotted over time and statistically evaluated in GraphPad Prism 6. Note that we did not transform the relative pH value to the absolute pH values, which would require the generation of a calibration curve for each experiment.
Imaging and measuring cytosolic pH with the PM-cyto reporter line
Real-time imaging of the cytosolic pH near the PM was done by using the PM-cytp reporter line in vRootchip containing medium (¼ MS + 0.1% sucrose), and was imaged on the in-house established vertical Zeiss LSM 800 confocal microscope 24 . Sequential illumination at 488 and 405 nm with emission 514 nm for both, corresponding to the two absorption peaks of pHluorin, were taken with a 20x/0.8 air objective. For each root in the vRootchip, two ROI with one containing the elongating epidermal cell for measuring the cytosolic pH and one containing the root tip for measuring the root growth rate were tracked over time. Image analysis was performed similar to the HPTS analysis described above.
Imaging microtubule orientation and vacuolar morphology
The pEB1b::EB1b-GFP maker line was used to track the dynamics of CMT orientation in vRootchip. Images were obtained every 6.25 s and the analysis of the CMT orientation was done in ImageJ by max Z-projection on every 10 frames and quantification by a for batch processing modified version of the Fibril Tool macro 26 . The p35S::MAP4-GFP marker line was used for capturing the CMT orientation after treatment for the indicated time period. The CMT orientation angle was processed using the Bioline script 27 . For both marker lines, the GFP (excitation 488 nm, emission 514 nm) signal was detected by Plan-Apochromat 20x/0.8 air objective in the vertical Zeiss LSM 800 confocal microscope 24 .
The pSYP22::SYP22-YFP marker line was used for imaging vacuolar morphology. We used a mounting system 28 , which allows the injection of new liquid medium during imaging. Images were taken before and 30 minutes after Mock or 100 nM IAA treatment in liquid medium and the YFP (excitation 488 nm, emission 527 nm) intensity was detected with C-Apochromat 40x/1.20 W Korr objective in an inverted Zeiss LSM 800 confocal microscope.
Non-invasive microelectrode (MIFE) ion flux measurements
Net H+ flux was measured using non-invasive microelectrode ion flux estimation (MIFE) technique essentially as described elsewhere 29 . Roots of intact 6-day-old Arabidopsis WT seedlings were immobilised in a measuring chamber using Perspex holders. The composition of the solution was 0.5 mM KCl and 0.1 mM CaCl2; pH 5.8, unbuffered. After 30-40 minutes of conditioning, the H+ microelectrode was positioned 20 μm from the root surface in the elongation zone (~450 μm from the tip) (from which ion fluxes were measured). Steady-state H+ fluxes were recorded for 5-10 minutes, and then 10 nM auxin treatment was applied following by another 30-40 minutes of recording. At least 9 individual plants from several batches were used. The sign convention is “influx positive”.
Evaluating the TIR1-transcriptional response using DR5::LUC
4-day-old DR5::LUC seedlings are placed on the surface of solidified ½ MS medium with 200 μl of 5 mM D-luciferin dissolved in 1x PBS drop on the root tips for 30 minutes as pre-treatment. Subsequently, the samples were transferred to the solidified ½ MS medium supplemented with mock, 10 nM IAA, 10 μM FC and IAA+FC, and immediately imaged in an in-house established dark box with a Photometric Evolve® EMCCD camera equipped with a 17 mm fixed lens/0.95 and an additional 125 mm lens 23 . The multiplier EMCCD gain was set to 70 and the exposure time to 35 sec, and images were acquired every 2 min. The resulting time-lapse video was analysed in ImageJ as described previously 23 .
Identification of TMK1-interacting proteins using IP/MS-MS
Immunoprecipitation (IP) experiments were performed in three biological replicates as described previously 30 using 1 g of roots of 7-day-old seedlings from the p35S::TMK1-eGFP transgenic line and 1 g of roots from WT. Interacting proteins were isolated by incubating total protein extracts with 100 μL anti-GFP coupled magnetic beads (Miltenyi Biotech). Three replicates of p35S::TMK1-eGFP were compared to three WT replicates. Tandem mass spectrometry (MS) on a Q-Exactive device (Thermo Fisher) and statistical analysis using MaxQuant and Perseus software was performed as described previously 31 .
Identification of TIR1- and AFB1-interacting proteins using IP/MS-MS
For immunoprecipitation, ground plant material of pTIR1::TIR1-VENUS in tir1-1 and pAFB1::AFB1-VENUS in afb1-3 transgenic lines was lysed in mild lysis buffer (50 mM Tris pH 7.5, 150 mM NaCl, 2 mM MgCl2, 0.2 mM EDTA, 1xCPI, 0.5 mM DTT, 0.2% NP40 and 1 mg/ml DNAse) and mildly sonicated using a Bioruptor (Diagenode). After lysate clearance, supernatant was submitted to enrichment using GFP-Trap agarose beads (Chromotek) for 45 minutes at 4°C while gently rotating. Beads were subsequently washed twice in lysis buffer, twice in detergent-free lysis buffer and trice in 50 mM Ammoniumbicarbonate (ABC) (Sigma) with intermediate centrifuging for 2 minutes at 2000g at 4°C. After a final wash, bead-precipitated proteins were alkylated using 50 mM Acrylamide (Sigma). Precipitated proteins were submitted to on-bead trypsin digestion using 0.35 μg trypsin (Roche) per reaction. After overnight incubation at 25°C peptides were desalted and concentrated using C18 Stagetips.
After Stagetip processing, peptides were applied to online nanoLC-MS/MS using a 60 minutes acetonitrile gradient from 8-50%. Spectra were recorded on a LTQ-XL mass spectrometer (Thermo Scientific) according to 31 . Statistical analysis using MaxQuant and Perseus software was performed as described previously 31 .
Phospho-proteomics of auxin-treated roots
Roots from 5-day-old plants were treated and immediately harvested and flash frozen in liquid nitrogen. They then were ground to fine powder in liquid nitrogen. Powder was suspended in SDS lysis buffer (100 mM Tris pH8.0, 4%SDS and 10 mM DTT) and sonicated using a cooled Biorupter (Diagenode) for 10 minutes using high power with 30 seconds on 30 seconds off cycle. Lysate was cleared by centrifugation at maxiumum speed for 30 minutes. Protein concentrations were determined using the Bradford reagent (Bio-Rad).
For FASP 30 kDa cut-off amicon filter units (Merck Millipore) were used. Filters were first tested by appling 50 μl urea buffer UT buffer (8 M Urea and 100 mM Tris pH8.5) and centrifuging for 10 minutes at 11000 rpm at 20°C. The desired amount of protein sample was next mixed with UT buffer until a volume of 200 μl, applied to filter and centrifuged for 15 minutes. All centriguge steps were at 11000 rpm at 20°C. Filter was washed with UT buffer for 15 minutes. Retained proteins were alkylated with 50 mM acrylamide (Sigma) in UT buffer for 30 minutes at 20°C while gently shaking followed by a triple wash step with UT buffer for 15 minutes and three washes with 50 mM ABC buffer. After last wash proteins were cleaved by adding trypsin (Roche) in a 1:100 trypsin:protein ratio. Digestion was completed overnight. The following day filter was changed to a new tube and peptides were eluted by centrifuging for 15 minutes. Further elution was completed by adding two times 50 mM ABC buffer and centrifuging for 10 minutes on 11000 rpm at 20°C.
For peptide desalting and concentrating 200 μl tips were fitted with 2 plugs of C18 octadecyl 47 mm Disks 2215 (Empore™) material and 1 mg:10 μg of LiChroprep® RP-18 : peptides (Merck). Tips were sequentially equilibrated with 100% methanol, 80% ACN in 0.1% formic acid and twice with 0.1% formic acid for 4 minutes at 1500g. After equilibration peptides were loaded for 20 minutes at 400g. Bound peptides were washed with 0.1% formic acid and eluted with 80% ACN in 0.1% formic acid for 4 minutes at 1500g. Eluted peptides were subsequently concentrated using a vacuum concentrator for 30 minutes at 45°C and resuspended in 50 μl of 0.1% formic acid.
For phosphopeptide enrichment magnetic Ti4+-IMAC (MagResyn) were used according to manufactures protocol. Enrichments were perfromed with 1 mg of peptides in biological quadruplicate.
After Stagetip processing, peptides were applied to online nanoLC-MS/MS using a 120 minutes acetonitrile gradient from 8-50% for phospho-proteomics. Spectra recording and statistical analysis were as previously described, with the addition of phosphorylation as a variable modification 31 . Filtering of datasets was done in Perseus in as described 32 .
Phospho-proteomics in WT and tmk1-1 roots
4 biological samples of Col-0 WT and tmk1-1 roots were prepared and treated as indicated above. They were submitted to the phospho-proteomic pipeline 31,32 and differentially phosphorylated peptides belonging to H+-ATPases were specifically filtered out of the big dataset (Extended Data Table 1).
Protein extraction and Western blot analysis for co-IP and determination of AHA2 phosphorylation state
To isolate PM H+-ATPases and potential interactors, 5-7 day-old plant roots were harvested at the indicated time points after 10 or 100 nM IAA auxin treatment. 24 hour prior to the evaluation of auxin effects, these seedlings were sprayed with ½ AM solution containing 30 μM kynurenine. The root samples were flash frozen in liquid nitrogen and ground (Retsch mill, 2x 1 minute at 20 Hz). The root powder was then resuspended in a 1:1 (w/v) ratio in protein extraction buffer (25 mM Tris-HCl, pH 7.5, 150 mM NaCl, 1% Triton X-100, 1x Roche cOmplete™ Protease Inhibitor Cocktail, 1x Roche PhosSTOP™, 1 mM EDTA, 1 mM DTT and 0.5 mM PMSF). The samples were incubated on ice for 30 minutes, followed by a centrifuging step at 10,000g to discard the plant debris. The cleared supernatant containing the proteins of interest was collected and the total protein content was determined using Quick Start Bradford reagent (Bio-Rad). This could further be used for co-immunoprecipitation analysis or for SDS-PAGE analysis. In order not to lose relevant proteins, protein samples were not boiled in the presence of reducing Laemmli buffer and no harsher PM extraction or membrane enrichment was attempted.
For co-immunoprecipitation, root extracts (obtained by extraction in the Lysis buffer supplied in the Miltenyi μMACs kit, supplemented with 1x Roche cOmplete™ Protease Inhibitor Cocktail, 1 mM DTT and 0.5 mM PMSF), were incubated with magnetic beads from the Miltenyi anti-GFP, anti-HA or anti-FLAG μMACs kits (depending on the tags of the proteins of interest) and kept rotating for 4 hour at 4°C. Elution was performed with room-temperature denaturing elution buffer and the proteins were analyzed by SDS-PAGE and Western blot.
Following separation of proteins by SDS-PAGE in a 10% acrylamide gel (Protean® TGX™, Bio-Rad), proteins were transferred to PVDF membranes by electroblotting (Trans-blot® Turbo™, Bio-Rad). The membranes were then incubated in blocking buffer (0.05% Tween-20, 5% milk powder or 3% BSA, 20 mM Tris-HCl, pH 7.5 and 150 mM NaCl) for at least 60 minutes and incubated with antibody solution against the protein of interest.
Antibodies
The anti-AHA2 and anti-Thr947 AHA2 antibody were shared by Toshinori Kinoshita and used as described previously 33 at final dilution of 1:5000 in TBST buffer + 3% BSA, followed by anti-rabbit IgG secondary antibody conjugated to horseradish peroxidase (HRP) (GE Healthcare, NA934) at a dilution of 1:10000 and chemiluminescence reaction (SuperSignal West Femto, Thermo Scientific). To allow multiple antibody detections using the same PVDF membrane, mild stripping was performed using 15 g/L glycine, 1 g/L SDS, 10 mL/L Tween-20 buffer at pH 2.2 for 2-5 minutes.
ATP hydrolysis in root samples
To deplete endogenous auxin levels in the seedlings, 14-day-old plants were pre-treated with 30 μM kynurenine for 24 hour in the dark. Then, the pretreated seedlings were incubated in the presence and the absence of 100 nM indole-3-acetic acid for 60 minutes under dark condition. The roots excised from the seedlings were homogenized in the homogenization buffer (50 mM MOPS-KOH [pH 7.0], 100 mM KNO3, 2 mM sodium molybdate, 0.1 mM NaF, 2 mM EGTA, 1 mM PMSF and 20 μM leupeptin) and the homogenates were centrifuged at 10,000 g for 10 minutes; the obtained supernatant was further ultra-centrifuged at 45,000 rpm for 60 minutes. The resultant precipitate (microsomal fraction) was resuspended in the homogenization buffer. ATP hydrolytic activity in the microsomal fraction was measured by the release of inorganic phosphate from ATP in a vanadate-sensitive manner following the method published 34 with the following modifications. The microsomal fraction (22.5 μL, 0.2 mg/mL) was mixed with the equal volume of the reaction buffer (60 mM MES-Tris [pH 6.5], 6 mM MgSO4, 200 mM KNO3, 1 mM ammonium molybdate, 10 μg/mL oligomycin, 2 mM NaN3, 0.1% Triton X-100, 1 mM PMSF and 20 μM leupeptin) with or without 1 μL of 10 mM sodium orthovanadate. The reaction was started by adding 5 μL of 2 mM ATP and terminated by adding 50 μL of the stop solution (2.6% [w/v] SDS, 0.5% [w/v] sodium molybdate and 0.6 N H2SO4) after incubating at 30°C for 30 minutes.
Bimolecular Fluorescence Complementation (BiFC)
Following the method described 35 , the full-length coding sequences of AHA2 and TMK1 without stop codons were amplified by PCR (primers in Extended Data Table 4), cloned into pENTR/D-TOPO or pDONR207 and recombined in pSPYNE and pSPYCE 36 to generate BiFC expression constructs. The resulting binary vectors were introduced in Agrobacterium GV3101 by electroporation and these were cultured until OD600 0.8. Syringe infiltration was performed in Nicotiana benthamiana leaves as described in 37 . For the constructs of interest, final OD600 of 0.2 was used and p19 was co-infiltrated at OD600 0.1 to avoid gene silencing. Infiltration buffer of pH5.8 contained: 10 mM MgSO4, 10 mM MES-KOH and 0.15 mM acetosyringone. TMK1 overexpression, even transiently, has a strong effect on the viability of the leaves, so samples were taken daily after infiltration to determine the optimal balance between expression level and viable leaf cells. To visualize protein interactions, sections of the leaves were imaged using a Zeiss LSM 700 confocal microscope.
Quantitative RT-PCR
RNA was extracted from 5-day-old light-grown root tips with the RNAeasy Plant Mini Kit (Qiagen), with three biological replicates for each genotype. Two μg of RNA was used for cDNA synthesis (Qiagen). Samples were pipetted in three technical replicates using an automated JANUS Workstation (PerkinElmer) and measured by the Real-time PCR Roche LightCycler 480 using Luna® Universal qPCR mastermix (NEB, M3003S). Primers utilized for assessing gene expression are listed in Extended Table 4. Expression levels were normalized to Elongation factor 1-alpha (At5G60390) 37 .
Statistical analysis
All graphs were generated using GraphPad Prism 6 or 8. For statistical analysis of vRootchip data, Two-way ANOVA was performed for the entire time of x-axis except for indicated ones. Welch ANOVA analysis was applied for the scanner growth assays with multiple time points, and one-way ANOVA assays were used for steady state (one time point) pH and scanner growth datasets. Stars indicate significant differences on all graphs with ns for p>0.05, * for p≤0.05, ** for p≤0.01, *** for p≤0.001 and **** for p≤0.0001.
Extended Data
Extended Data Table 1. Phospho-proteomic data of rapid auxin effects in root and phospho-proteomic analysis of H+-ATPases in tmk1-1 mutants.
FDR | LOG2(IAA/mock) | Positions in prote | Gene names | Sequence window | Phospho (STY) Probabilities |
---|---|---|---|---|---|
1.455 | 3.700 | 2 | AHA1 | ____________MSGLEDIKNETVDLEKI | S(1)GLEDIKNETVDLEK |
1.397 | -0.564 | 881;817 | AHA1 | YGIGEREAQWAQAQRTLHGLQPKEDVNIFPET | (1)LHGLQPK |
2.030 | 0.833 | 899;835 | AHA1 | GLQPKEDVNIFPEKGSYRELSEIAEQAKRRA | EDVNIFPEKGS(1)YR |
1.397 | -0.564 | 881;914 | AHA2;HA2 | YGKEEREAQWALAQRTLHGLQPKEAVNIFPE | T(1)LHGLQPK |
2.403 | 0.753 | 899;932 | AHA2;HA2 | GLQPKEAVNIFPEKGSYRELSEIAEQAKRRA | EAVNIFPEKGS(1)YR |
2.371 | 0.632 | 942;975 | AHA2;HA2 | GHVESVVKLKGLDIETPSHYTV________ | GLDIET(0.999)PS(0.001)HYTV |
1.403 | -0.936 | 881;914;881;817 | AHA2;HA2;AHA1 | YGIGEREAQWAQAQRTLHGLQPKEDVNIFP E;YGKEEREAQWALAQRTLHGLQPKEAVNIF | T(1)LHGLQPK |
Tab2. LTQXL analysis.
FDR | LOG2(IAA/mock) | Positions within proteins | Gene names | Sequence window |
---|---|---|---|---|
4.482 | 1.823 | 881;914 | AHA2;HA2 | YGKEEREAQWALAQRTLHGLQPKEAVNIFPE |
2.044 | 1.314 947;980 | AHA2;HA2 | VVKLKGLDIETPSHYTV____________ | |
1.603 | 0.593 | 931;964;931;670;930;807;913;976;931;936;670;932 | AHA2;HA2;AHA6;AHA8;HA9;AHA5;AHA9;AHA3 | IARLRELHTLKGHVESVVKLKGLDIETAGHY;IARLRELHTLKGHVESVVKLKGLDIETPSHY |
Tab3. WT vs tmk1-1 .
Pos | FDR | LOG2(t mk1-1/WT) | hyper/hypo in tmk1-1 | Known function | Gene names | Sequence window | Phospho (STY) Probabilities |
---|---|---|---|---|---|---|---|
881 | 2.800 | -0.693 | hypo | activation | AHA1 or AHA2;HA | YGIGEREAQWAQAQRTLHGLQPKEDVNIFPE | T(1)LHGLQPK |
882 | 3.120 | -1.478 | hypo | activation | AHA3 | YGIEEREAQWAHAQRTLHGLQNTETANVVPE | T(1)LHGLQNTETANVVPER |
948 | 3.034 | -0.621 | hypo | activation | AHA1 | AKLKGLDIDTAGHHYTV____________ | GLDIDTAGHHYT(1)V |
947 | 3.646 | -1.025 | hypo | activation | AHA2;HA2 | VVKLKGLDIETPSHYTV____________ | LKGLDIETPSHYT(1)V |
948 | 2.653 | -1.783 | hypo | activation | AHA3 | VVKLKGLDIETAGHYTV____________ | GLDIETAGHYT(1)V |
899 | 2.913 | -0.576 | hypo | inhibitory | AHA1 | GLQPKEDVNIFPEKGSYRELSEIAEQAKRRA | EDVNIFPEKGS(1)YR |
899 | 2.004 | -0.461 | hypo | inhibitory | AHA2;HA2 | GLQPKEAVNIFPEKGSYRELSEIAEQAKRRA | EAVNIFPEKGS(1)YR |
931 | 3.546 | 1.813 | hyper | inhibitory | AHA1 | IARLRELHTLKGHVESVAKLKGLDIDTAGHH | GHVES(1)VAK |
942 | 3.922 | -0.385 | hypo | n/a | AHA2;HA2 | GHVESVVKLKGLDIETPSHYTV_______ | GLDIET(0.998)PS(0.002)HYTV |
955 | 6.383 | -3.999 | hypo | n/a | AHA11;AHA4 | VRLKGLDIETIQQAYTV__________ | GLDIETIQQAYT(1)V |
Extended Data Table 2. IP-MS analysis of pTIR1::TIR1-VENUS and pAFB1::AFB1-VENUS .
LQG2(TIR1/Control) | X-LQG10FDI | Peptides | Student’s T-test | Majority protein IDs | Protein names |
---|---|---|---|---|---|
5.118258158 | 3.27648164 | 17 | 10.15708944 | Q39255 | SKP1-like protein 1A |
4.754890442 | 2.34634325 | 10 | 5.760780734 | Q570C0 | Protein TRANSPORT INHIBITOR RESPONSE 1 |
3.60787646 | 2.94711492 | 2 | 8.340412262 | P38666;Q42347 | 60S ribosomal protein L24-2;60S ribosomal protein L24-1 |
2.98809878 | 1.73797235 | 2 | 3.851309445 | P16180 | 30S ribosomal protein S17, chloroplastic |
2.459372203 | 0.85221949 | 2 | 1.834243789 | Q94AH6 | Cullin-1 |
2.273972829 | 2.46638828 | 2 | 6.212296758 | F4JZ17;Q39129 | Thiosulfate sulfurtransferase 16, chloroplastic |
2.201576869 | 0.96994873 | 2 | 2.070539977 | Q42431 | Oleosin 20.3 kDa |
2.001925786 | 0.87062371 | 4 | 1.870823782 | F4JVC0;F4JVC1;Q03251;F4JV | Glycine-rich RNA-binding protein 8 |
1.988611857 | 1.64404399 | 15 | 3.603054736 | Q9FHW7 | SKP1-like protein 1B |
1.940104802 | 1.79712208 | 3 | 4.013188676 | Q9MAH3 | Protein DJ-1 homolog B |
1.933815002 | 0.86164735 | 2 | 1.852967808 | P59230;Q8VZB9;P59231 | 60S ribosomal protein L10a-2;60S ribosomal protein L10a-1;60S ribosomal protein L10a-3 |
1.823474248 | 1.06487476 | 2 | 2.2658229 | Q8LA13;Q84W89;Q9M2F9 | DEAD-box ATP-dependent RNA helicase 1 1;DEAD-box ATP-dependent RNA helicase 37;DEAD-box ATP-dependent RNA helicase 52 |
1.708749771 | 0.93651248 | 3 | 2.002836801 | P16127;Q5XF33 | Magnesium-chelatase subunit ChlI-1, chloroplastic;Magnesium-chelatase subunit ChlI-2, chloroplastic |
1.60286204 | 1.15507001 | 2 | 2.456251697 | Q9LU14 | GDSL esterase/lipase APG |
Tab2. TIR1 with MG132+IAA.
LOG2(TIR1/Contro | X-LQG10FDI | Peptides | Majority protein IDs | Protein names |
---|---|---|---|---|
4.927825928 | 3.49271141 | 8 | Q570C0 | Protein TRANSPORT INHIBITOR RESPONSE 1 |
3.933736801 | 2.80313389 | 2 | A8MS83;Q9M3C3;Q8LD46 | 60S ribosomal protein L23a-2;60S ribosomal protein L23a-1 |
3.685892105 | 4.80039226 | 4 | Q9LY66;F4J296 | 50S ribosomal protein L1, chloroplastic;Ribosomal protein |
3.657317479 | 3.40802567 | 2 | Q94F20;Q9LYE7 | |
3.300284704 | 1.30913348 | 9 | Q9S841 | Oxygen-evolving enhancer protein 1-2, chloroplastic |
3.252434413 | 3.01858947 | 1 | Q9FZH0;P51422;Q9LMK0;Q9C912 | 60S ribosomal protein L35a-2;60S ribosomal protein L35a-4;60S ribosomal protein L35a-1;60S ribosomal protein L35a-3 |
3.030831655 | 1.22114312 | 7 | F4K5C7;Q93VH9;Q8VYK6;P49204;F4IMI | 40S ribosomal protein S4;40S ribosomal protein S4-1;40S ribosomal protein S4-3;40S ribosomal protein S4-2 |
2.978437424 | 2.67620031 | 4 | Q94AH6 | Cullin-1 |
2.882202148 | 0.94348696 | 5 | O65282 | 20 kDa chaperonin, chloroplastic |
2.844031016 | 1.06575137 | 8 | O50008;Q9SRV5 | 5-methyltetrahydropteroyltriglutamate--homocysteine methyltransferase 1;5-methyltetrahydropteroyltriglutamate-- homocysteine methyltransferase 2 |
2.810997645 | 1.77625477 | 2 | Q9LZH9;P49692 | 60S ribosomal protein L7a-2;60S ribosomal protein L7a-1 |
2.78762118 | 0.85362368 | 3 | P56779 | Cytochrome b559 subunit alpha |
2.732335409 | 0.99431437 | 4 | P56761 | Photosystem II D2 protein |
2.729720434 | 1.80469265 | 1 | P56780 | Photosystem II reaction center protein H |
2.696318944 | 1.16176096 | 15 | Q39255 | SKP1-like protein 1A |
2.654738108 | 3.21512215 | 3 | Q9SRZ6 | Cytosolic isocitrate dehydrogenase [NADP] |
2.62142245 | 0.88366927 | 14 | P56777 | Photosystem II CP47 reaction center protein |
2.577622732 | 1.27224002 | 4 | P49200;Q9STY6 | 40S ribosomal protein S20-1;40S ribosomal protein S20-2 |
2.557145437 | 2.92182336 | 2 | P56767 | Photosystem I P700 chlorophyll a apoprotein A2 |
2.468788783 | 1.02031666 | 2 | P59224;P59223 | 40S ribosomal protein S13-2;40S ribosomal protein S13-1 |
Tab3. AFB1 with Mock.
LOG2(AFB1/Contro | X-LOG10FDR | Peptides | Majority protein IDs | Protein names |
---|---|---|---|---|
12.71776517 | 3.186698841 | 39 | Q9ZR12 | GRR1-like protein 1 |
12.1318264 | 5.01302371 | 17 | Q39255 | SKP1-like protein 1A |
8.830174764 | 3.734570639 | 15 | Q9FHW7 | SKP1-like protein 1B |
5.277590434 | 3.678132585 | 4 | Q9LNT9 | SKP1-like protein 4 |
3.481123606 | 3.122493649 | 2 | F4JZ17;Q39129 | Thi osulfate sulfurtransferase 16, chloroplastic |
3.299066544 | 2.864853421 | 2 | P38666;Q42347 | 60S ribosomal protein L24-2;60S ribosomal protein L24-1 |
3.181758245 | 2.478213172 | 4 | Q8RWZ3 | Probable acyl-CoA dehydrogenase IBR3 |
2.674465815 | 0.602639535 | 9 | Q96318;F4JLA9;A0A1 | 12S seed sto rage protein CRC;12S seed sto rage protein CRC alpha chain;12S seed storage protein CRC beta chain |
2.493788401 | 1.366144629 | 4 | A0A1I9LR27;F4JBC9; | Peroxiredoxin Q, chloroplastic |
2.472199122 | 1.72041483 | 2 | Q9LIK9;A0A1P8B8I9 | ATP sulfurylase 1, chloroplastic;ATP-sulfurylase 3, chloroplastic;ATP;Osulfurylase 2 |
2.393953959 | 1.62946189 | 2 | F4J3P1;P49690 | 60S ribosomal protein L23 |
2.321870804 | 0.796044035 | 4 | F4JVC0;F4JVC1;Q032 | Glycine-rich RNA-binding protein 8 |
2.203902562 | 2.8275101 | 3 | P54150 | Peptide methionine sulfoxide reductase A4, chloroplastic |
2.177773158 | 0.688776393 | 2 | Q9XEX2;F4ID64 | Peroxiredoxin-2B |
2.140075048 | 1.556645965 | 3 | Q9MAH3 | Protein DJ-1 homolog B |
2.124917984 | 2.740719054 | 8 | Q9FPF0 | Protein DJ-1 homolog A |
1.950544993 | 2.509962048 | 8 | Q42403 | Thioredoxin H3 |
1.90527916 | 1.200714146 | 10 | Q570C0 | Protein TRANSPORT INHIBITOR RESPONSE 1 |
1.868207932 | 2.585869519 | 4 | F4JRT7;Q9SW21 | Acyl carrier protei n;Acyl carrier protein 4, chloroplastic |
1.83743159 | 2.210789882 | 4 | Q9LMU2 |
Tab4. AFB1 with MG132+IAA.
LOG2(AFB1/Contro | X-LOG10FDF | Unique peptide | Majority protein IDs | Protein names |
---|---|---|---|---|
12.90374565 | 3.74151941 | 40 | Q9ZR12 | GRR1-like protein 1 |
10.63748741 | 3.38102284 | 10 | Q39255 | SKP1-like protein 1A |
6.259954453 | 3.92243778 | 7 | Q9FHW7 | SKP1-like protein 1B |
4.639073054 | 4.3296288 | 10 | Q8RWZ3 | Probable acyl-CoA dehydrogenase IBR3 |
4.359214783 | 2.19487358 | 4 | A0A1P8B1L4;Q9ZVJ6 | Annexin D4 |
3.768214544 | 2.99147254 | 3 | F4K884;P54904 | Pyrroline-5-carboxylate reductase |
1.720092138 | 0.82292309 | 2 | Q9LFH5;P50883;Q9F | 60S ribosomal protein L12-2;60S ribosomal protein L12-1;60S ribo |
1.644043605 | 0.73016299 | 2 | Q9T043;Q9SIM4 | 60S ribosomal protein L14-2;60S ribosomal protein L14-1 |
1.637237549 | 0.71121767 | 8 | O50008;Q9SRV5 | 5-methyltetrahydropteroyltriglutamate--homocysteine methyltransfe |
1.612161636 | 1.66766713 | 3 | P22953;F4KCE5 | Probable mediator of RNA polymerase II transcription subunit 37e |
1.431067149 | 1.70145982 | 6 | P59259;A8MRV1 | Histone H4 |
1.361975988 | 0.88519951 | 4 | P49200;Q9STY6 | 40S ribosomal protein S20-1;40S ribosomal protein S20-2 |
1.265961965 | 1.72620153 | 3 | Q56WH1;B9DHQ0 | Tubulin alpha-3 chain;Tubulin alpha-5 chain |
1.181111018 | 0.8679059 | 4 | Q06588 | 1 -aminocyclopropane-1 -carboxylate oxidase 4 |
1.174767812 | 1.24492756 | 3 | O04314 | PYK10-binding protein 1 |
0.979935964 | 0.54012105 | 2 | P42795;P42794 | 60S ribosomal protein L11-1;60S ribosomal protein L11-2 |
0.946492513 | 0.61817655 | 2 | P59224;P59223 | 40S ribosomal protein S13-2;40S ribosomal protein S13-1 |
0.933000565 | 1.33895745 | 2 | O23049 | 50S ribosomal protein L6, chloroplastic |
0.860973358 | 0.25342145 | 1 | Q9LTX9 | Heat shock 70 kDa protein 7, chloroplastic |
0.841140111 | 0.42174345 | 3 | Q9SCX3 | Elongation factor 1-beta 2 |
Extended Data Table 3. IP-MS analysis of p35S::TMK1-GFP.
Average V | Average TM | Ratio | P-value | Fasta.headers |
---|---|---|---|---|
4.68 | 7.67 | 963.19 | 9.27E-05 | Symbols: TMK1 | transmembrane kinase 1 | chr1:24631503-24634415 FORWARD LENG |
5.59 | 6.98 | 24.32 | 2.77E-01 | Symbols: | Protein prenylyltransferase superfamily protein | chr5:5679995-5685597 FORW |
4.51 | 5.85 | 21.80 | 3.99E-03 | Symbols: PGP10 | P-glycoprotein 10 | chr1:3538470-3543782 REVERSE LENGTH=1227; |
4.64 | 5.81 | 14.75 | 3.25E-02 | Symbols: PIP2F, PIP2;4 | plasma membrane intrinsic protein 2;4 | chr5:24375673-2437693 |
6.01 | 7.11 | 12.53 | 3.11E-05 | Symbols: AHA1, PMA, OST2, HA1 | H(+)-ATPase 1 | chr2:8221858-8227268 FORWARD |
5.06 | 6.10 | 10.99 | 1.34E-01 | ALDOA_RABIT | Fructose-bisphosphate aldolase A (EC 4.1.2.13) (Muscle-type aldolase) |
5.84 | 6.87 | 10.73 | 1.74E-03 | Symbols: TMP-C, PIP1;4, PIP1E | plasma membrane intrinsic protein 1;4 | chr4:186569-18 |
5.38 | 6.21 | 6.75 | 4.73E-02 | Symbols: PIP2B, PIP2;2 | plasma membrane intrinsic protein 2 | chr2:15613624-15614791 |
6.91 | 7.67 | 5.80 | 3.66E-04 | Symbols: | Mannose-binding lectin superfamily protein | chr5:14090825-14092808 FORWA |
5.19 | 5.95 | 5.69 | 1.11E-01 | Symbols: MED19A | MED19A;BEST Arabidopsis thaliana protein match is: unknown protei |
5.60 | 6.36 | 5.67 | 2.41E-01 | Symbols: | Translation protein SH3-like family protein | chr1:3136407-3137430 REVERSE |
5.86 | 6.59 | 5.46 | 2.91E-01 | LYSC_CHICK | Lysozyme C (EC 3.2.1.17) (1,4-beta-N-acetylmuramidase C) (Allergen Gal |
5.55 | 6.26 | 5.21 | 2.42E-01 | Symbols: | Translation protein SH3-like family protein | chr3:18504311-18504751 FORWA |
5.69 | 6.36 | 4.69 | 3.21E-01 | Symbols: | Ribosomal protein S5 domain 2-like superfamily protein | chr5:6090128-609069 |
4.89 | 5.49 | 4.05 | 9.96E-02 | Symbols: PIP2A, PIP2, PIP2;1 | plasma membrane intrinsic protein 2A | chr3:19803906-19 |
7.24 | 7.82 | 3.74 | 1.39E-01 | GFP AEQVI | Green fluorescent protein;eGFP from pK7WGF2;eGFP from pK7FWG2;GF |
Extended Data Table 4. Primers used for cloning and qPCR analysis.
Name | Direction | Sequence | Gene ID | Purpose |
---|---|---|---|---|
pTMK1 | Fw | GGGGACAACTTTGTATAGAAAAGTTGCATCGTTTGGAACAGATCTTTCAGC | AT1G66150 | for cloning TMK1 promoter |
Rv | GGGGACTGCTTTTTTGTACAAACTTGCAGCTTGAAGAAACAGAGGATTGAAG | |||
gTMK1 | Fw | GGGGACAAGTTTGTACAAAAAAGCAGGCTCAATGAAGAAAAGAAGAACCTT | TAT1G66150 | for cloning genomic TMK1 |
Rv | GGGGACCACTTTGTACAAGAAAGCTGGGTCTCGTCCATCTACTGAAGTGAAT | |||
cTMK1 | Fw | caccATGAAGAAAAGAAGAACCTTTC | AT1G66150 | for cloning cDNA of TMK1 |
Rv | TCGTCCATCTACTGAAGTGAATG | |||
cTMK1-K616R | Fw | CGAAGATTGCGGTTAGGAGAATGGAGAATGG | AT1G66150 | for cloning cDNA of TMK1-K616 |
Rv | CCATTCTCCATTCTCCTAACCGCAATCTTCG | |||
cTMK1-K616E | Fw | CGAAGATTGCGGTTGAGAGAATGGAGAATG | AT1G66150 | for cloning cDNA of TMK1-K616 |
Rv | CATTCTCCATTCTCTCAACCGCAATCTTCG | |||
TAS_AHA | Fw | CCTTTTTCTCCATGACCCTATGCATTTTACCAA | same gene ID as in qPCR | for cloning syn-tasiRNA target sequence targeting AHA1/2/7/11 |
Rv | GTTCTTGGTAAAATGCATAGGGTCATGGAGAAAAAGGAGAGTAAGAATGT GAAAAAGTTGCAGGAGAATGTGAAAAAGCTGCAGGAGA | |||
qEF1a | Fw | TGAGCACGCTCTTCTTGCTTTCA | AT5G60390 | for qrtPCR |
Rv | GGTGGTGGCATCCATCTTGTTACA | |||
qAHA1 | Fw | GCCAGCTTGTTTGACAACAGGAC | AT2G18960 | for qrtPCR |
Rv | TTTGGCTGCAGACCGTGCAATG | |||
qAHA2 | Fw | ACATTGACGGCAGTGGTAACTGG | AT4G30190 | for qrtPCR |
Rv | TTTGGCAAGTTCGAGGATCTGC | |||
qAHA7 | Fw | TGCTCTAAGTGGCAAATCATGGG | AT3G60330 | for qrtPCR |
Rv | TTCTTTCCTGTGAGTGCAGTCCTC | |||
qAHA11 | Fw | CATTGGCGGTATCCCAATTGCC | AT5G62670 | for qrtPCR |
Rv | CCTCTTGGTTATTGCTCCCTGCTG |
Supplementary Material
Acknowledgements
We thank Nadine Paris for sharing the PM-Cyto seeds, Lukas Hörmayer for help with the auxin sensitivity assay analysis. This research was possible thanks to the Scientific Service Units (SSU) of IST-Austria through resources provided by the Bioimaging Facility (BIF). In particular, we are grateful to Judit Singer for improving the vertical microscope stage for the vRootchip imaging chamber, to Yann Cesbron for modifying the ratiometric fluorescence script for pH analysis and to Robert Hauschild for modifying the Fibril tool script for CMT analysis. The Austria IST machine shop we thank for constructing the vRootchip imaging chamber. This project has received funding from the European Research Council Advanced Grant (ETAP-742985), the Austrian Science Fund (FWF) I 3630-B25, and the National Institutes of Health (GM067203 to W.M.G.). W.S. and B.D.R. were funded by the Netherlands Organization for Scientific Research (NWO; VIDI-864.13.001), The Research Foundation - Flanders (FWO; Odysseus II G0D0515N) and a European Research Council Starting Grant (TORPEDO-714055). M.R and D.W. were funded by a VICI grant (865.14.001) from the Netherlands Organization for Scientific Research. S.S. acknowledges the financial support from the Australian Research Council and China National Distinguished Expert Project (WQ20174400441). K.T. (20K06685) and T.K. (20H05687 and 20H05910) were funded by MEXT/JSPS KAKENHI. L.L was funded by the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie Grant Agreement No. 665385 and the DOC Fellowship of the Austrian Academy of Sciences.
Footnotes
Author contributions.
L.L., I.V. and J.F. conceived and designed the experiments. L.L. and I.V. carried out most of the experiments and analysis. M.R. and D.W. performed the phospho-proteomics analysis and TIR1 and AFB1 IP-MS/MS. I.V., W.S. and B.D.R. performed TMK1 IP-MS/MS experiments and statistical analysis. MS/MS analysis was performed by the VIB Proteomics Core. L.S. and S.S. performed MIFE experiments. K.T. and T.K. did the ATP hydrolysis assays. J.C. and S.V. created and shared the AtTAS1c-AHA lines. L.R. and L.L. created transgenic lines and crosses. H.R. and W.M.G. conducted leaf wilting phenotype analysis, western blot of tmk1,4, shared plasmids, seeds materials and contributed to discussion of the results. J.M. and L.L. modified the microfluidic chip. L.L, I.V. and J.F. wrote the manuscript.
Competing interests.
The authors declare no competing interests.
Additional information
The main data supporting the findings of this study are available within the paper and its Extended Information. Additional data are available from the corresponding authors upon reasonable request.
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