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. 2022 May 16;17(5):e0268292. doi: 10.1371/journal.pone.0268292

Suillin: A mixed-type acetylcholinesterase inhibitor from Suillus luteus which is used by Saraguros indigenous, southern Ecuador

José Miguel Andrade 1, Pamela Pachar 1, Luisa Trujillo 1, Luis Cartuche 1,*
Editor: Israel Silman2
PMCID: PMC9109927  PMID: 35576219

Abstract

Suillus luteus (L.) Roussel is an edible mushroom commonly known as slippery jack or “Kallampa” by indigenous people from Loja province. It is used in traditional medicine to manage gastrointestinal disorders and headaches. In addition, edible mushrooms have been used for neurodegenerative diseases; however, there is no report about the anticholinesterase effect produced by this species. The aim of this work was to isolate the main secondary metabolite of Suillus luteus and characterize its inhibitory potential against acetylcholinesterase. Fruiting bodies were extracted with ethanol (EtOH) and ethyl acetate (EtOAc). From the EtOAc, suillin, is reported as the major compound. The cholinesterase inhibitory potential of extracts and the major isolated compound was assessed by Ellman´s method and progression curves were recorded at 405 nm for 60 min. Donepezil hydroclhoride was used as a positive control. The samples were dissolved in methanol at 10 mg/mL and two more 10× dilutions were included to obtain final concentrations of 1, 0.1 and 0.01 mg/mL at the mix of reaction. IC50, Km, Vmax, and Ki were calculated for suillin. Suillin (200 mg) along with linoleic acid, ergosterol peroxide and ergosterol were isolated. The EtOH and EtOAc extracts exerted a moderate inhibitory effect (IC50 > 200 μg/mL. In adittion, suillin exerted a non-competitive mixed mechanism. against AChE with an IC50 value of 31.50 μM and Ki of 17.25 μM. To the best of our knowledge, this is the first report of the anticholinesterase effect of Suillus luteus and suillin. The kinetic parameters and the moderate potency of the compound determined in this study, encourage us to propose suillin as a promising chemopreventing agent for the treatment of neurodegenerative diseases such as Alzheimer.

1. Introduction

In recent years, research and development of metabolites from plants and macrofungi, with novel structures and biological activities, have gained extensive attention for their potential development as drug candidates [1]. Mushrooms produce a vast diversity of biomolecules with unique chemical structures, interesting nutritional and/or medicinal properties and they have been recognized as functional foods [24] In addition, biomedical researches about mushrooms have demonstrated that they are natural sources of bioactive compounds with immunomodulatory, antiobesogenic, antioxidant, antiangiogenic, anti-inflammatory, antidiabetic, antimicrobial, and cytotoxic activities [58].

Suillus luteus (L.) Roussel (Suillaceae) is an edible mushroom commonly called “slippery jack”because their cap cuticle is sometimes slimy: It is also known as “Kallampa” and it is used in traditional medicine to manage gastrointestinal disorders and headaches by Saraguros indigenous people. The Saraguros are one of the Kichwa indigenous communities from southern Ecuador. They have traditionally resided in the northern region of Loja province, with a population of ca. 60000 inhabitants. They are considered one of Ecuador’s most organized ethnic communities, preserving their ancestral knowledge, culture, medical and ritual practices, language, and customs. Their main economic activity is focused on agriculture. Their origin is believed according to recent theories to ‘mitimaes’ (in kichwa, ‘mitmaq’, meaning: exiled), a group of indigenous sent by the Inca empire to strategic places to accomplish specific functions as farming, border defense etc., as required. Saraguros have extensive knowledge of plants and their curative properties, based on their health care system where their healers (‘Yachak’ or ‘Hampiyachakkuna’) use the curative properties of plants, animals, and/or minerals to threaten several illnesses in the community. Nowadays, Saraguros’ culture has experienced essential changes that threaten their customs and preserve their traditional knowledge. [911].

Many phytochemical studies from several species of the Suillaceae family such as S. granulatus (L.) Roussel, S. placidus Bonord, and S. luteus reported the tetraprenylphenol suillin as the majority compound [1214]. Prenylphenols are a large family of compounds including grifolin, neo‑grifolin [8], and suillin [15] previously described not only in plants but also in macrofungi. In addition, prenylphenols have been reported to play important physiological roles including cholesterol metabolism regulation, antibacterial, antitumor, antioxidant and anti‑inflammatory activities [1618]. Among the prenylphenols, grifolin neogrifolin and confluentin have been further investigated for their cytotoxic activities. From the ethanol extract of the terrestrial polypore Albatrellus fletti (Morse ex Pouzar) Albatrellaceae family, these compounds were isolated and assessed for their cytotoxic potential and found to suppress KRAS expression in human colon cancer cells. Furthermore, confluentin could also induce apoptosis and cell cycle arrest at the G2/M phase in the colon adenocarcinoma SW480 cell line [8].

Tringali et al. [12] isolated suillin from dichloromethane extracts of S. granulatus and found that suillin had strong inhibitory effects on human nasopharyngeal carcinoma KB cells, human bronchial cancer nonsmall cell lung cancer (NSCLC)‑N6 cells, and particularly, mouse leukemia P‑388 cells. Liu et al. [14] also isolated suillin from ethyl acetate extract of S. placidus and determined its antitumor spectrum using eight cancer cell lines (HepG2, Hep3B, Huh7, Bcap37, MCF‑7, HeLa, H446, and SW620).

Furthermore, from Suillus luteus, a new ceramide (suillumide) exerts high potential to inhibit the growth of human melanoma cells SK-MEL-1 with IC50 value of 9.7 μM, along with suillin and nine known compounds have been reported [13]. Likewise, from S. placidus by countercurrent chromatography, iso-suillin was isolated and demonstrated to be highly cytotoxic against human breast cancer Bcap37. Its mode of action was attributed to the activation of apoptosis [19].

Acetylcholinesterase (AChE) is one of the main cholinesterases in the body. It catalyzes the breakdown of acetylcholine and other choline esters functioning as neurotransmitters. AChE, a cholinergic enzyme, is primarily found at postsynaptic neuromuscular junctions, especially in muscles and nerves, where it can terminate synaptic transmission. AChE inhibition results in accumulation of acetylcholine leading to increased stimulation of muscarinic and nicotinic receptors which provides symptomatic relief to memory deficit in Alzheimer’s disease (AD) [2022]. Consequently, chemical inhibitors that prevents acetylcholine from breaking down by AChE-enzyme, increase both, the level and the duration of action of acetylcholine [23]. Therefore, AChE inhibitors are the most important prescription drugs that medicate early symptoms of AD. To improve the cognitive symptoms of AD, donepezil, galantamine, huperzine A, physostigmine, and tacrine have been developed as AChE inhibitors. However, these medicines have side effects, including vomiting, diarrhoea, body-weight loss, insomnia, and nausea [24, 25]. Hence, it is crucial to search for new AChE inhibitors from natural products without causing side effects.

Interesting natural cholinesterase inhibitors were also found in some mushrooms. Four β-carboline alkaloids, brunneins, and 3-(7-hydroxy-9H-β-carboline-1-yl) propanoic acid were found in the fruiting bodies of the agaricoid fungus Cortinarius brunneus (Pers) Fr. (Cortinariaceae) [26]. Brunneins exhibited deficient cholinesterase inhibitory effects and no cytotoxicity [27]. Besides, from Cyclocybe cylindracea DC., (Strophariaceae), a new β-carboline brunnein type with free radical scavenging capacity (DPPH, EC50 119.1 μg/mL) has been reported [28]. From, Cortinarius infractus Berk (Cortinariaceae), two alkaloids, infractopicrin and 10-hydroxy-infractopicrin, were isolated. Both compounds show AChE-inhibitory activity possessing a higher selectivity than galanthamine [29].

Other natural anti-cholinesterases of the unknown chemical structure have been observed in mushrooms of the Agaricaceae family. The ethyl acetate and n-hexane extract of Agaricus bitorquis (Quél.) and the hexane extract of Agaricus essettei Bon, showed meaningful anti-BuChE activity, being close to that of galantamine [30]. The methanolic extract of Pleurotus pulmonarius (Fr. Quél. (Pleurotaceae), showed moderate inhibitory activity against acetylcholinesterase and butyrylcholinesterase [31]. In a related study, the ethanolic extract of Pleurotus ostreatus (Jacq.) P. Kumm. reported high AChE inhibitory activity [32].

The edible mushroom S. luteus has not been reported previously as an acetylcholinesterase inhibitory. In this study, we aimed to evaluate the AChE inhibitory activity of the extracts of S. luteus and the kinetic profile of the main isolated compound suillin. The results from this study, it might be the supporting data for indicating that S. luteus has health benefits as a functional food.

2. Materials and methods

2.1. General information

Fruit dehydrator StöckliTM was used to dry mushroom samples before extraction. The organic solvents used for column chromatography (CC) and thin-layer chromatography (TLC) were purchased from Brenntag (Guayaquil, Ecuador) and carefully distilled before using. Silica gel 60 (Merck KGaA, Darmstadt, Germany, from 0.063 to 0.200 mm) was used as a stationary phase for CC. Normal phase TLC (with fluorescence indicator at 254 nm) were purchased from Sigma-Aldrich. After exposure to UV light (254 and 366 nm), the plates were revealed with a mixture of sulphuric acid and vanillin. The sample elucidation process was performed based on the nuclear magnetic resonance (NMR) spectra of 1H and 13C at 400 MHz and 100 MHz, using a VARIAN Agilent 400 MHz Premium Shielded with an NMR Y 0021953 magnet and with an MR1005 W031 console and ONE NMR Probe 5 mm. Chemical shifts were reported in δ (ppm), relative to the signal of tetramethylsilane (TMS) and coupling constants (J) in Hz. The LR-ESIMS analyses were performed on a Dionex UltiMate3000 modular system coupled with a UV detector with multiple channel recording (Thermo Scientific, Germany) and MS detector Bruker amaZon Ion Trap Mass (Bruker, Germany).

For the cholinesterase inhibitory assays, DTNB (5,5-dithiobis-[2-nitrobenzoic acid]) (99.9%) anticholinesterase compound donepezil-hydrochloride (>99%), the electric eel acetylcholinesterase (AChE, Type-VI-S, EC 3.1.1.7, 137 U/mg protein) and the substrate, acetyltiocholine iodide, (>99%) were purchased from Sigma-Aldrich (St. Luis. MO, USA).

2.2. Fungal material

Fruiting bodies of Suillus luteus were collected in Loja province, Zamora Huayco sector, southern Ecuador, in May 2015, at 2500 m a.s.l. (Coordinates 4°0ʹ17.1324ʺS., 79°11ʹ3.39ʺW). It was correctly identified and authenticated by mycologist Darío Cruz. A voucher specimen (No. JMA054) has been deposited at the Herbarium HUTPL of the Universidad Técnica Particular de Loja. Mushroom samples free of impurities were placed in a fruit dehydrator apparatus at 30°C for 24 h before extraction.

2.3. Extraction and isolation

Dry fruiting bodies (500 g) of Suillus luteus were extracted three times by maceration at room temperature for 24 hours each time. Ethyl acetate (EtOAc), and ethanol (EtOH) were used in this order at 1:4 w/v ratio (at least 2 liters of each solvent). Following filtration and evaporation of the solvents under vacuum, two dry extracts were obtained: ethyl acetate extract (17.39 g) with a yield of 3.48% w/w and ethanol extract (11.34 g) with a yield of 2.27% w/w. The relative yield was calculated according to the mass of dry extract and the mass of total extracted fungal dry material.

The EtOAc extract (5g) was submitted to column chromatography (CC) on silica gel, using an increasing polarity gradient from 100% n-hexame to 100% EtOAc to afford 17 fractions (Fr1-Fr17). In addition, thin-layer chromatography (TLC) was carried out to monitor the elution performance on CC.

Fraction 9 (303.5 mg) was further submitted to CC on silica gel using an isocratic elution system of n-hex:EtOAc (7:3) yielding 200 mg of a pure compound that by NMR spectral analysis and mass spectra were found to be the tetraprenylphenol suillin (4). Mass spectra were recorded in the negative ion mode with an electrospray ion source operating at atmospheric pressure. The electrospray needle was used with a voltage differential of 4–5 kV and a sheath flow of 2 μL/min of a 1:1000 mixture of suillin in MeOH.

2.4. Anticholinesterase inhibition assay

The inhibition of AChE was measured using the spectrophotometric method developed by Ellman et al. [33], with slight modifications as suggested by Rhee et al. [34] and fully detailed for our research group in a previous study [35]. Briefly, the reaction mixture contained 40μL of Buffer Tris, 20 μL of the tested sample solution, 20 μL of acetylthiocholine (ATCh, 15 mM, PBS pH 7.4), and 100μL of DTNB (3 Mm, Buffer Tris). Pre-incubation was carried out for 3 min at 25°C and continuous shaking. Finally, the addition of 20 μL of 0.5 U/mL AChE started the reaction, and the amount of product released was monitored in an EPOCH 2 (BIOTEK®) microplate reader at 405 nm, 25°C and 60 min.

Sample solutions of EtOH and EtOAc extracts from S. luteus were made by dissolving 10 mg in 1 mL MeOH. Two more dilutions (10 × factor dilution) were included to obtain 1000, 100, and 10 μg/mL final concentrations. All the compounds were tested at a maximum concentration of 250 μM. Progression curves were calculated from absorbance, according to a standard curve of DTNB and L-GSH at different molar concentrations to measure the initial velocity, expressed as mM/min of product released. The corresponding IC50 value was calculated by curve fitting data (linear regression or non-linear regression analysis, PRISM 8.0.1, GraphPad, San Diego, CA, USA). As a protic non-selective solvent, MeOH was selected to dissolve samples and employed as a negative control at a maximum concentration of 10% in the final mix volume without affecting enzyme reaction. Donepezil-hydrochloride was used as a positive control with a calculated IC50 value of 12.40 ± 1.35 nM close to our previous report, as shown by Valarezo et al. [35].

2.5. Suillin kinetic analysis

Kinetic parameters, Km and Vmax, were determined for suillin by measuring the change in enzyme velocity as a function of the substrate and three concentrations of the inhibitor (I) (calculated IC50 served as reference). Progress curves for AChE with 2.5, 5, 10, 15, 20 and 25 mM of ATCh were obtained (final concentrations ranging from 0.25 to 2.5 mM in the mix). Final concentrations of 50, 40 and 30 μM of suillin in MeOH were included in determining the kind of enzyme inhibition. Inhibition constant (Ki), the concentration required to produce half-maximum inhibition, was obtained according to the type of inhibition previously determined. The amount of enzyme employed was the same as used in the enzyme inhibition assay above described and followed the same procedure conditions. All the calculations were done with Graph pad prism V8.0.1, non-linear regression, mixed inhibition general kinetic model included in the software pack (1, 2, 3).

VmaxApp=Vmax/1+I/Alpha×Ki (1)
KmApp=Km1+I/Ki/1+I/Alpha×Ki (2)
Y=VmaxAppX/KmApp+X (3)

3. Results and discussion

3.1. Isolation and characterization

The dried fruiting body of the fungus S. luteus was extracted with EtOAc and EtOH but only the EtOAc extract was selected for chromatography because of the feasibility to work on silicagel with a medium polarity extract. TLC revealed the same compound on both extracts (data not shown) and the anticholinesterase activity for both was similar. Repeated chromatographic separations of the hexane-ethyl acetate soluble fractions led to the purification of suillin (4). It was isolated as a yellow oil (200 mg), and its molecular formula was assigned as C28H40O4 based on LR-ESI-MS (m/z,ion at 439.13, [M-H]- calculated for 439.47) spectra and NMR data. The molecule was characterized by spectroscopic techniques (LR-MS and NMR analysis) and further comparison with literature data [36, 37].

Spectral data are described below.

Suillin (4): 1H-RMN (400 MHz, CDCl3): δ 6.71 (1H, d, J = 8.8 Hz, H-5), 6.50 (1H, d, J = 8.8 Hz, H-6), 5.62 (s, 1H), 5.40 (s, 1H), 5.23 (t, J = 7.0 Hz, 1H), 5.11–5.06 (m, 3H), 3.26 (d, J = 7.0 Hz, 2H), 2.28 (s, 3H), 2.13–2.02 (m, 6H), 1.97 (m, 4H), 1.79 (s, 3H), 1.68 (d, J = 0.8 Hz, 3H), 1.60 (d, J = 0.8 Hz, 9H).

13C-RMN (100 MHz, CDCl3): 142.97 (C-1), 142.36 (C-2), 112.93 (C-3), 114.03 (C-4), 142.11 (C-5), 120.22 (C-6), 24.15 (C-7), 120.88 (C-8), 139.42 (C-9), 39.77 (C-10), 26.44 (C-11), 123.65 (C-12), 135.19 (C-13), 39.84 (C-14), 26.74 (C-15), 124.30 (C-16), 135.97 (C-17), 39.86 (C-18), 26.90 (C-19), 124.53 (C-20), 131.44 (C-21), 25.84 (C-22), 17.83 (C-23), 16.15 (C-24), 16.22 (C-25), 16.36 (C-26), 170.25 (C-27), 20.96 (C-28).

Linoleic acid (1), ergosterol peroxide (2), and ergosterol (3) were additionally isolated from (EtOAc) extract (Fig 1). These compounds are known compounds commonly isolated from edible fungi. Linoleic acid (1) is a polyunsaturated essential fatty acid found mainly in plant oils. Ergosterol peroxide (2) seems to be distributed among fungi natural compounds, too. It has been obtained from some fungi and marine organisms [38, 39]. In some recent studies, peroxyergosterol showed potent antioxidant and anti-inflammatory activities and inhibitory effects on some cancer cell lines [4044]. Ergosterol (3) is the provitamin D2 and vitamin D2 was shown to contribute to the prevention of prostate and colon cancer [45].

Fig 1. Four known isolated compounds isolated from Suillus luteus.

Fig 1

3.2. Anticholinesterase assays

Half inhibition concentrations required to inhibit the enzyme activity exerted by ethanolic ethyl acetate extract and the major isolated compound, suillin, are summarized in Table 1. Both extracts exert the same potency, and it can be attributed to the significant occurrence of the main compounds, which has a moderate inhibitory effect over AChE (Fig 2). Linoleic acid (LA), ergosterol and peroxyergosterol did not exhibited inhibitory activity at the maximum dose tested (200μM), however, dietary consumption of LA and other related PUFAs could be associated to a cholinergic transmission improvement, acting as neuroprotective agents in aged brains, where it has been demonstrated that the decrease of fatty unsaturated acids is associated to a decline in the neurological function [46]. To the best of our knowledge, this is the first report of the cholinesterase inhibitory effect exerted by suillin, a potent apoptosis inducer isolated from many fungal species from Suillus genus [37].

Table 1. Half inhibitory concentrations of extracts and the major isolated compound suillin as inhibitors of AChE enzyme.

Sample IC50 ± SD (μg/mL, μM, nM)
ethanol extract 237.95 ± 3.59
ethyl acetat extract 241.57 ± 5.93
suillin 31.50 ± 1.03
donepezil hydrochloride 12.40 ± 1.35

Fig 2.

Fig 2

AChE inhibition effect exerted by different concentrations of EtOH (A) and AcOET (B) extracts from Suillus luteus.

3.3. Suillin kinetics

A dose-response curve obtained for three concentrations of suillin can be observed in Fig 3. IC50 for Suillin was calculated from the nonlinear regression analysis (Normalized response vs. Log [Inhibitor]-variable slope).

Fig 3. AChE inhibition effect exerted by suillin, the major isolated compound.

Fig 3

Graph drawn from nonlinear regression model.

In the same way, according to the general mixed model analysis, suillin, exerted a mixed inhibition mechanism where a Km value appears to decrease and Vmax is also reduced as a function of the interaction of the inhibitor with the free enzyme (E) or with the complex ES. Some authors usually call non-competitive inhibition (mixed) or mixed competitive when alpha is higher than one but lower than ten, and closely mimics uncompetitive binding but differ from this in the fact that in uncompetitive, the inhibitor exclusively binds to the ES complex with no affinity for free E (alpha is very low but greater than zero) [47]. The theoretical relationship between Ki and IC50 for a mixed model can be Ki = IC50 to Ki=IC502 depending on the ratio of K (binding affinity of I for free E) to K (binding affinity of I for ES) [48]. According to our results, the relation between the two parameters mentioned above is close to 1:2 ratio, which could agree with our proposed model. However, our in vitro assay lacks the tools to determine this proposal precisely. All kinetic parameters calculated for suillin are presented in Table 2.

Table 2. Kinetic parameters of suillin determined for AChE.

Compound Dose μM Vmax ± SD mM/min kM ± SD Kind of Inhibition Ki ± SD μM
μM
control 0 38.34 ± 1.38 668.7 ± 7.04 Mixed inhibition (non pure noncompetitive inhibition) 17.25 ± 0.67
suillin 30 23.10 ± 1.71 1028 ± 18.45
40 14.01 ± 0.72 723 ± 12.08
50 7.85 ± 0.69 687 ± 26.20
Global shared 38.70 ± 2.07 674.60 ± 10.52

All data represent the media ± standard deviation of media of three experiments with three replicates, n = 9

α = 1.45. When α > 1, the inhibitor preferentially binds to the free enzyme and the model mimics uncompetitive inhibition.

Michaelis-Menten kinetic behaviour for three doses of suillin against AChE can be observed in Fig 4. Lineweaver-Burk plot was drawn (as inset) only with three points to demonstrate the mechanism of inhibition.

Fig 4. M-M plot showing variation in Vmax for AChE with three different concentrations of suillin.

Fig 4

Inset. Lineweaver-Burk plot showing noncompetitive effects exerted by suillin.

There is no extensive literature for natural cholinesterase inhibitors from mushrooms. To date, only a few compounds have been isolated and tested against acetylcholinesterase. For example, Patočka J. [25], reported four β-carboline alkaloids, bruenins A-C, and 3-(7-hydroxy-9H- β -carboline-1-yl) propanoic acid, isolated from the fruiting bodies of Cortinarius brunneus, exhibited a deficient activity. On the other hand, from Cortinarius infractus, two alkaloids, infractopicrin and 10-hydroxy-infractopicrin showed inhibitory effects with IC50 values of 9.72 and 12.7 μM, respectively. That is in the same range of action exhibited by suillin in the present work, which encourages us to claim that suillin and other isolated compounds from mushrooms can be attractive for the treatment of Alzheimer disease (AD).

In the same context, Deveci et al. [6], reported the isolation of a new steroid 5α,8α-epidioxyergosta‐6,22‐dien‐3β‐il‐palmitate, along with ten known compounds with a weak profile of inhibition, with inhibition percentages below 15% at 100 μg/mL doses. Thus, it can explain the fact that steroids present a poor inhibition profile as demonstrated for the null effect observed for the remaining isolated compounds against AChE.

Suillin exerted a strong cytotoxic effect in 8 human cancer cells, preferentially on human hepatoma HepG2 cells with an IC50 of ca. 2μM and mechanistically was found to induce apoptosis in HepG2 cells through both, death receptor and mitochondrial pathway [14]. Suillin has proven to be a promising chemotherapeutic agent for the treatment of liver cancer due to the induction of apoptosis in human cancer cells, through both death receptor pathway and mitochondrial pathway and to exert strong cytotoxic effect against human hepatoma HepG2 cells [9]. The potential of suillin to threaten liver cancer and the anticholinesterase activity determined in this study suggest that this compound could be a promising agent for the pharmaceutical industry.

In Ecuador, a few studies have been conducted about edible mushrooms and traditional practices by communities. For example, in a recent work, performed by Gamboa-Trujillo et al. [49], there is relevant information about the use of 37 edible species of macrofungi, their preparation for consumption and myths. Still, nothing is said about the chemical and pharmacological profile of mushrooms which encourages us to pursue this research field and validate the ethnomycological information given by many communities along the entire country.

Suillin could be an attractive compound for the development of a chemopreventive agent for AD due to its moderate inhibitory capacity, mode of action, high yield in fungal material, the feasibility of collection of the mushroom because it grows extensively associated to Pinus trees but, further studies should be conducted to precise the mechanism of inhibition exerted against AChE. In silico studies as docking and in vivo measurements of the effect of suillin on AChE should be assessed to ensure its efficacy and validate the same mode of action. In vitro anticholinesterase measurement as performed in this study lacks the reliability of an in vivo model. Still, it gives critical information to continue researching a chemical candidate for a pharmaceutical or nutraceutical preparation that local communities use.

Like an acylesther, suillin could be acting as a substrate for AChE, however, the spectrophotometric method used in this research is useless to measure this kind of activity, in contrast to the method used by Rush et al [50] who determined the effect of aprophen over AchE and Butyrylcholinesterase (BuChE) and found that it acts as a potent reversible inhibitor and a poor susbtrate for BuChE. The method uses a radiolabel [14C]. Apropehn synthetic compound and, the enzyme activity was determined from the radioactive decay of radiolabeled product released.

Another possible explanation to the observed effect for suillin could be related to the peripheric anionic site (PAS) of acetylcholinesterase, a second substrate binding site, composed of five residues (Tyr70, Asp72, Tyr121, Trp279, and Tyr334) that lies at the entrance to the active site gorge and enhance the catalysis of Acetylcholine by trapping it to its way to the active site [51]. Suillin could be interacting with this site generating an ESI complex. Several compounds have been demonstrated to interact via PAS site, such as, edrophonium, which exerts a competitive reversible inhibition at a concentration of 0.1 μM and a mixed competitive-nonconmpetitive inhibitor at higher concentrations (1 to 10 μM) [52].

According to literature, 155 families of fungi are represented in Ecuador, particularly species from the order Agaricales, Polyporales, Boletales, and Russulales. Many of them are edible and are considered excellent sources of nutraceuticals that can be assessed.

Supporting information

S1 File. Rates of enzyme reaction and enzymatic model.

(PDF)

Acknowledgments

The authors thank to Universidad Técnica Particular de Loja and its Chemistry Department for providing the facilities to carry out this research.

Data Availability

All relevant data are within the paper and its Supporting Information files.

Funding Statement

The authors recieved no specific funding for this work.

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Decision Letter 0

Israel Silman

30 Sep 2021

PONE-D-21-28384Suillin: a strong cholinesterase inhibitor from Suillus luteus, an edible basidiomycete used by Saraguro indigenous, south of EcuadorPLOS ONE

Dear Dr. Cartuche,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

In your revised manuscript please address as fully as possible the criticisms of both reviewers, especially the severe concerns raised by Reviewer 2.

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We look forward to receiving your revised manuscript.

Kind regards,

Israel Silman

Academic Editor

PLOS ONE

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Reviewers' comments:

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Comments to the Author

1. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #1: Partly

Reviewer #2: Partly

**********

2. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: I Don't Know

Reviewer #2: Yes

**********

3. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #2: Yes

**********

4. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

Reviewer #2: Yes

**********

5. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: This manuscript describes the isolation, structural analysis and action on acetylcholinesterase of suillin, a terpenoid (tetraprenylphenol) from the basidiomycete Suillus luteus. Suillin is a reversible non-competitive inhibitor of acetylcholinesterase. This compound is interesting from a mechanistic point of view, but likely not for a possible interest as anti-AD drug. However, the study is weak and the enzymologic part needs to be carefully reworked.

Major points

Title has to be changed: suillin is not a strong cholinesterase inhibitor (cf line 231, Table I, Ki = 22 microM)

Introduction: Line 70, AChE is not only mainly found at neuromuscular junction but also in brain where it plays a key role.

Line 71-72 how high level of AChE at neuromuscular junctions can cause neurological disorders ?

Formula of suillin, Line 140: suillin is an acetylester, like aspirin and acetylcholine. Why the authors did not check whether this compound could be also substrate of acetylcholinesterase ? There are many examples of compounds acting both as a substrate and inhibitor of cholinesterases (ex, aprophen).

Lines 163 and 235 and Fig 4: AChE kinetics at concentrations varying between 2.5 and 25 mM cannot be described by the Michaelis-Menten model. Fig 4 shows the rate of AChE as a function of ATC ranging from 0.25 to 2.5 mM. The enzyme should be inhibited by excess substrate beyond 1 mM. How to explain that the enzyme is not inhibited by excess substrate ?

Line 170: this model equation suppose that the inhibitor only affects Vmax. How to rule out that inhibitor does not affect Km or both Km and Vmax?

Lines 221, 23: IC50 and Ki do not match as they should for pure non competitive inhibitor (as it is shown in Fig 4 insert, alpha =0): Ki = IC50.

Minor points

Line 146 : Was MeOH the solvent of suillin for inhibition measurements ? (What was the final MeOH concentration in assay ?)

Typos

Line 21 : acetylcholinesterase

Line 146 : mM

Reviewer #2: In this manuscript, the authors described their findings on suillin, the active ingredient extracted from Suillus luteus, can function as a cholinesterase inhibitor. The methods adopted in this study included thin-layer chromatography (TLC) to determine compounds from extracts of Suillus luteus, Ellman assay to characterize the extracts’ and suillin’s roles in inhibiting AChE and to conduct the kinetic analysis of suillin. As a conclusion, they claimed that suillin can be a candidate for treating neurodegenerative diseases.

Major comments

1. Table 1 & Figure 2: Positive control for Ellman assay is missing. A known drug in inhibiting AChE activity should be included.

2. As several compounds were identified in the extracts. Why suillin was the major component in suppressing AChE? For other compounds identified, same experiments (i.e. Ellman assay and kinetic analysis) should also be conducted in order to compare and confirm suillin as the main functioning chemical.

3. Many fungi have been found to have anti-cholinesterase function in previous studies, so the perspective of this study is not new. Also, if the authors would like to propose it as a candidate for neurodegenerative treatment, the scale of study in this manuscript is not adequate. More studies (e.g. in vitro) should be conducted to make the findings more reliable and persuasive.

Minor comments

1. Some typos need to be rectified. (e.g. ‘acethylcholinesterase’)

**********

6. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

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Reviewer #1: No

Reviewer #2: No

[NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.]

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PLoS One. 2022 May 16;17(5):e0268292. doi: 10.1371/journal.pone.0268292.r002

Author response to Decision Letter 0


25 Mar 2022

Dear Editor and reviewers

All the suggestions as requested by the reviewers and editor has been adressed in the 'Revised Manuscript with Track Changes' file that has been subbmited at the Plos One system, for your consideration. All the responses to reviewers were included in a document attached in the submission system of Plos One

Regards!

Attachment

Submitted filename: Response to reviewers.docx

Decision Letter 1

Israel Silman

13 Apr 2022

PONE-D-21-28384R1Suillin: a mixed-type acetylcholinesterase inhibitor from <suillus luteus=""> which used by Saraguros indigenous, southern Ecuador</suillus>PLOS ONE

Dear Dr. Cartuche,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

In your revised manuscript please address the very minor ​concerns raised by the two reviewers.

Please submit your revised manuscript by May 28 2022 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

Please include the following items when submitting your revised manuscript:

  • A rebuttal letter that responds to each point raised by the academic editor and reviewer(s). You should upload this letter as a separate file labeled 'Response to Reviewers'.

  • A marked-up copy of your manuscript that highlights changes made to the original version. You should upload this as a separate file labeled 'Revised Manuscript with Track Changes'.

  • An unmarked version of your revised paper without tracked changes. You should upload this as a separate file labeled 'Manuscript'.

If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter. Guidelines for resubmitting your figure files are available below the reviewer comments at the end of this letter.

If applicable, we recommend that you deposit your laboratory protocols in protocols.io to enhance the reproducibility of your results. Protocols.io assigns your protocol its own identifier (DOI) so that it can be cited independently in the future. For instructions see: https://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols. Additionally, PLOS ONE offers an option for publishing peer-reviewed Lab Protocol articles, which describe protocols hosted on protocols.io. Read more information on sharing protocols at https://plos.org/protocols?utm_medium=editorial-email&utm_source=authorletters&utm_campaign=protocols.

We look forward to receiving your revised manuscript.

Kind regards,

Israel Silman

Academic Editor

PLOS ONE

Journal Requirements:

Please review your reference list to ensure that it is complete and correct. If you have cited papers that have been retracted, please include the rationale for doing so in the manuscript text, or remove these references and replace them with relevant current references. Any changes to the reference list should be mentioned in the rebuttal letter that accompanies your revised manuscript. If you need to cite a retracted article, indicate the article’s retracted status in the References list and also include a citation and full reference for the retraction notice.

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Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.

Reviewer #1: All comments have been addressed

Reviewer #2: (No Response)

**********

2. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #1: Partly

Reviewer #2: Yes

**********

3. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: Yes

Reviewer #2: Yes

**********

4. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #2: Yes

**********

5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

Reviewer #2: No

**********

6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: The manuscript was greatly improved. However, line 216 page 10, the formula used for determination of Ki is wrong. Is it a typo or a real mistake? Anyway, with such a "mistake" there is still doubt about the values of alpha and Ki.

Reviewer #2: In this manuscript, the authors described their findings on suillin, the active ingredient extracted from the herb Suillus luteus can function as a mixed-type acetylcholinesterase inhibitor. The methods adopted in this study included thin-layer chromatography (TLC) to determine compounds from extracts of Suillus luteus, Ellman assay to characterize the extracts’ and suillin’s roles in inhibiting AChE and to conduct the kinetic analysis of suillin. As a conclusion, they proposed that suillin can be a candidate for treating neurodegenerative diseases. Although the most of problems have been addressed, there are still some questions:

Major comments

- Table 1: IC50 of other chemicals isolated (i.e. linoleic acid, ergosterol etc.) should be included for comparison. What is the extraction efficiency of suillin from the herbal extract?

- In the discussion, how mixed inhibitors to AChE can be discussed. Propose the mechanism of how suillin works on AChE, e.g. docking analysis.

**********

7. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: No

Reviewer #2: No

[NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.]

While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at figures@plos.org. Please note that Supporting Information files do not need this step.

PLoS One. 2022 May 16;17(5):e0268292. doi: 10.1371/journal.pone.0268292.r004

Author response to Decision Letter 1


24 Apr 2022

April, 2022

Emily Chenette

Editor in Chief

Public Library of Science PLOS One

Subject: Online Manuscript Submission

To Editor

I am submitting a required revision for consideration in PlosOne with the changes made in the manuscript, highlighted with the track changes mode, for all the suggestions made by reviewers as described below:

Reviewer 1:

The manuscript was greatly improved. However, line 216 page 10, the formula used for determination of Ki is wrong. Is it a typo or a real mistake? Anyway, with such a "mistake" there is still doubt about the values of alpha and Ki.

Answer:

Formulas used in Graphpad packages for mixed model inhibition were included in the manuscript. There was a mistake not reviewing the formula when we submitted the last version of the document.

Reviewer #2: In this manuscript, the authors described their findings on suillin, the active ingredient extracted from the herb Suillus luteus can function as a mixed-type acetylcholinesterase inhibitor. The methods adopted in this study included thin-layer chromatography (TLC) to determine compounds from extracts of Suillus luteus, Ellman assay to characterize the extracts’ and suillin’s roles in inhibiting AChE and to conduct the kinetic analysis of suillin. As a conclusion, they proposed that suillin can be a candidate for treating neurodegenerative diseases. Although the most of problems have been addressed, there are still some questions:

• Table 1: IC50 of other chemicals isolated (i.e. linoleic acid, ergosterol etc.) should be included for comparison. What is the extraction efficiency of suillin from the herbal extract?

Answer:

Minor components were assessed at a maximum final concentration of 200 µM and no inhibitory effect was observed. To obtain IC50 values of such compounds we would need sample solutions with concentrations higher than 2000 µM and for pharmaceutical purposes there is no relevance to assess them. However, we included some additional information in the manuscript for Linoleic acid as a neuroprotective agent to not dismiss the presence of it as an important isolated compound.

Line 255 states … Linoleic acid (LA), ergosterol and peroxyergosterol did not exhibited inhibitory activity at the maximum dose tested (200µM), however, dietary consumption of LA and other related PUFAs could be associated to a cholinergic transmission improvement, acting as neuroprotective agents in aged brains, where it has been demonstrated that the decrease of fatty unsaturated acids is associated to a decline in the neurological function [46].

• In the discussion, how mixed inhibitors to AChE can be discussed. Propose the mechanism of how suillin works on AChE, e.g. docking analysis.

A hypothesis of how suillin could be acting was included at the end of the manuscript with proper references. Docking analysis (Line 339) had been previously suggested for us to validate the mechanism of action proposed in our study but is matter of another possible future research. In vivo studies are also suggested.

Line 352 states.

Another possible explanation to the observed effect for suillin could be related to the peripheric anionic site (PAS) of acetylcholinesterase, a second substrate binding site, composed of five residues (Tyr70, Asp72, Tyr121, Trp279, and Tyr334) that lies at the entrance to the active site gorge and enhance the catalysis of Acetylcholine by trapping it to its way to the active site [51]. Suillin could be interacting with this site generating an ESI complex. Several compounds have been demonstrated to interact via PAS site, such as, edrophonium, which exerts a competitive reversible inhibition at a concentration of 0.1 µM and a mixed competitive-nonconmpetitive inhibitor at higher concentrations (1 to 10 µM) [52].

The authors support this reviewed version of the manuscript, and would like it to be appreciated in this important scientific journal. It is our first interaction with this journal and we would be very grateful if A. M. Abd El-Aty (orcid.org/0000-0001-6596-7907, Cairo University, Egipt) participate as Academic editor four our work.

Yours sincerely,

Prof Dr Luis Emilio Cartuche Flores

Departamento de Química

Universidad Técnica Particular de Loja,

P.O. Box 11 01 608, Loja - Ecuador,

Tel: +593 7 370 1444,

E-mail address: lecartuche@utpl.edu.ec

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Decision Letter 2

Israel Silman

27 Apr 2022

Suillin: a mixed-type acetylcholinesterase inhibitor from <suillus luteus=""> which used by Saraguros indigenous, southern Ecuador

PONE-D-21-28384R2</suillus>

Dear Dr. Cartuche,

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Acceptance letter

Israel Silman

6 May 2022

PONE-D-21-28384R2

Suillin: a mixed-type acetylcholinesterase inhibitor from Suillus luteus which is used by Saraguros indigenous, southern Ecuador

Dear Dr. Cartuche:

I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now with our production department.

If your institution or institutions have a press office, please let them know about your upcoming paper now to help maximize its impact. If they'll be preparing press materials, please inform our press team within the next 48 hours. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information please contact onepress@plos.org.

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on behalf of

Prof. Israel Silman

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PLOS ONE

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