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Phenotype profiling of white-nose syndrome pathogen Pseudogymnoascus destructans and closely-related Pseudogymnoascus pannorum reveals metabolic differences underlying fungal lifestyles

[version 2; peer review: 3 approved]
PUBLISHED 17 Jul 2018
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Abstract

Background: Pseudogymnoascus destructans, a psychrophile, causes bat white-nose syndrome (WNS). Pseudogymnoascus pannorum, a closely related fungus, causes human and canine diseases rarely. Both pathogens were reported from the same mines and caves in the United States, but only P. destructans caused WNS. Earlier genome comparisons revealed that P. pannorum contained more deduced proteins with ascribed enzymatic functions than P. destructans.
Methods: We performed metabolic profiling with Biolog PM microarray plates to confirm in silico gene predictions.
Results: P. pannorum utilized 78 of 190 carbon sources (41%), and 41 of 91 nitrogen compounds (43%) tested. P. destructans used 23 carbon compounds (12%) and 23 nitrogen compounds (24%). P. destructans exhibited more robust growth on the phosphorous compounds and nutrient supplements (83% and 15%, respectively) compared to P. pannorum (27% and 1%, respectively.). P. pannorum exhibited higher tolerance to osmolytes, pH extremes, and a variety of chemical compounds than P. destructans.
Conclusions: An abundance of carbohydrate degradation pathways combined with robust stress tolerance provided clues for the soil distribution of P. pannorum. The limited metabolic profile of P. destructans was compatible with in silico predictions of far fewer proteins and enzymes. P. destructans ability to catabolize diverse phosphorous and nutrient supplements might be critical in the colonization and invasion of bat tissues. The present study of 1,047 different metabolic activities provides a framework for future gene-function investigations of the unique biology of the psychrophilic fungi.

Keywords

Psychrophilic fungi, phenotype microarray, metabolism, catabolism, gene function

Revised Amendments from Version 1

We modified/added a number of items in response to the reviewers' comments. The main changes are:

  1. Growth comparison and heat map scale details were added
  2. The original figure 1 was deleted
  3. Figure legends were improved
  4. Two additional references were added
  5. The preliminary nature of the findings and study limitations are explicit
  6. We have also posted detailed response to each reviewer

See the authors' detailed response to the review by Christopher T Cornelison
See the authors' detailed response to the review by Flavia Pinzari
See the authors' detailed response to the review by Christine Salomon

Introduction

Pseudogymnoascus destructans causes white-nose syndrome (WNS), a disseminated disease afflicting hibernating bats in North America since 200613. WNS is linked to mass mortality and now afflicts bats over large geographic areas in the United States and Canada. P. destructans’ pathogenic mechanisms remain mysterious especially as no other human or animal fungal pathogen expresses virulence attributes at such low temperatures. Pseudogymnoascus pannorum, a closely related fungus, is widely distributed in the soil and substrates of caves and mines in North America3. P. pannorum grows both at psychrophilic and mesophilic temperature ranges and causes human and canine diseases rarely4. However, P. pannorum does not cause any disease in hibernating bats. These facts raise the exciting possibilities that P. destructans is more specialized for the pathogenic lifestyle on bats while P. pannorum successfully colonizes a broader range of substrates in nature.

Environmental studies on the psychrophilic and psychrotolerant fungi documented the versatility of Pseudogymnoascus (Geomyces) pannorum for the utilization of complex carbohydrates and keratin-enriched substrates, and tolerance to high salt57. Additional laboratory studies demonstrated extensive saprotrophic enzymatic activities that would allow resource capture by the non-pathogenic Pseudogymnoascus species vis-a-vis P. destructans8,9. P. destructans is known to secrete proteolytic, lipolytic, and keratinolytic exoenzymes, and possesses specialized catabolic activities that contribute to its growth and survival in the nutrient-poor caves and mines2,10.

Although their draft genomes are similar in size (~30 Mb), there are numerous repeats and far fewer proteins and enzymes in P. destructans (2,052 proteins) than in P. pannorum (2,734 proteins)11. In the present study, we report the results of extensive Biolog Phenotype Microarray metabolic profiling to confirm in silico gene predictions, and find clues for the different lifestyles of these psychrophilic fungi.

Methods

The metabolic analysis was conducted using P. destructans (M1379) and P. pannorum (M1372)11. The PM1-10 and PM21, 23–25 phenotype microarray plates were procured from Biolog, Hayward, CA. The fungal spores were harvested in sterile water from 3 - 5-week-old, heavily sporulating culture on potato dextrose agar (PDA) flasks at 15°C. In preliminary experiments, spore counts and viability were determined on agar plates using a hemocytometer and colony forming units (CFU). For the final tests, the spores were harvested, washed once in sterile water by centrifugation, and the suspension adjusted to an OD600 = 0.2 (transmittance = 62%). This suspension equated to between 550 and 950 spores per well via hemocytometer count, and 250–500 spores per well by CFU. In preliminary experiments, the two fungi grew at different growth rates and comparable growth was observed after day 7 for P. pannorum and day 10 for P. destructans (details not shown). Further incubation of the plates beyond the observation period did not change the observed growth pattern.

The PM plates were inoculated per Biolog protocol and incubated at 15°C12,13. The presence or absence of growth was measured by OD600 on day 10 for P. destructans, and day 7 for P. pannorum. Negative control wells were weakly growth positive for both P. destructans and P. pannorum. This observation was also reported for Biolog PM plates in another study13. Therefore, the corresponding negative control well reading from each experiment were averaged together and used to normalize the OD values averages for each test compound. For the heat map visualization, the negative control reading was assigned a score of 0.0 and the positive growth scored on a 0.0 – 1.0 scale. The phenotypic assay was repeated once. The limited dataset precluded any quantitative statistical analysis.

Results

Nearly 1,047 different metabolic activities were analyzed for each test fungus (Datasets 1–414). P. pannorum metabolized far more carbon and nitrogen compounds; P. destructans exhibited prominent activity on phosphorous sources and nutrient supplements (Figure 1). P. pannorum utilized 78 of 190 carbon sources (41%), and 41 of 91 nitrogen sources (43%) tested. P. destructans used 23 carbon compounds (12%) and 23 nitrogen compounds (24%). P. destructans exhibited more robust growth on the phosphorous sources and nutrient supplements (83% and 15%, respectively) compared to P. pannorum (27% and 1%, respectively.). P. pannorum metabolized nearly all carbon intermediates in the major fungal metabolic cycles13 (Figure 2). P. destructans utilized only a few simple sugars in glycolysis with no activity on a range of carbon intermediates. P. pannorum used a wider variety of nitrogen sources including amino acids, amino bases, and alkanes while P. destructans had a preference for the simple N sources and dipeptides13 (Figure 3). Most phosphorous sources tested supported the growth of P. destructans while P. pannorum only grew on few phosphosugars and phosphorylated nucleosides (Figure 4). Both fungi did not utilize sulfur intermediates (Datasets 1–414). Fifteen of ninety-five nutrient supplements supported good growth of P. destructans while P. pannorum grew only on D-Pantothenic acid (Supplementary files). P. pannorum grew at very high salt concentrations and extreme acidic and basic pH ranges while P. destructans was sensitive to high salt (diminished growth ≥ 1% NaCl) and basic pH (diminished growth > pH 8.5) (Figure 5). P. pannorum showed extreme tolerance to 96 xenobiotics in PM21, PM23 - PM25 plates in contrast to severe sensitivity observed in P. destructans (details not shown).

c1a9b1be-065b-48fa-addf-4c3a3d2ae730_figure1.gif

Figure 1. A comparison of carbon, nitrogen, phosphorous and nutrient supplements utilized by Pseudogymnoascus destructans and Pseudogymnoascus pannorum.

c1a9b1be-065b-48fa-addf-4c3a3d2ae730_figure2.gif

Figure 2. Catabolism of Carbon compounds by Pseudogymnoascus destructans (PD) and Pseudogymnoascus pannorum (PP).

The details of test set-up and end point reading are described in the methods. For the heat map visualization, the negative control reading was assigned a score of 0.0 and positive growth scored on a 0.0 – 1.0 scale.

c1a9b1be-065b-48fa-addf-4c3a3d2ae730_figure3.gif

Figure 3. Use of nitrogen compounds by Pseudogymnoascus destructans (PD) and Pseudogymnoascus pannorum (PP).

The details of test set-up and heat map are similar to Figure 2.

c1a9b1be-065b-48fa-addf-4c3a3d2ae730_figure4.gif

Figure 4. Use of phosphorous compounds by Pseudogymnoascus destructans (PD) and Pseudogymnoascus pannorum (PP).

The details of test set-up and heat map are similar to Figure 2.

c1a9b1be-065b-48fa-addf-4c3a3d2ae730_figure5.gif

Figure 5. Growth of Pseudogymnoascus destructans and Pseudogymnoascus pannorum under high salt and pH extremes.

Dataset 1.Excel sheets with OD600 values for all Biolog plates tested in this study.

Discussion

Metabolic profiles of P. destructans and P. pannorum validated in silico predictions about the notable differences in the number of protein-encoding genes in their genomes11. P. destructans contained enzymes and catabolic pathways that support fungal growth on a limited range of substrates of non-plant origin and showed high sensitivity to stress. P. pannorum was remarkably adapted for the nutrient poor environments of the caves and mines (‘extremophile’) with oligotrophic metabolism, osmotolerance, xerotolerance, and xenobiotic tolerance.

The findings in the present study confirm and expand on results from other reports on P. destructans’ adaptation and persistence in the North American caves and mines in the face of possible competitive interactions with the native fungal species810. Both Raudabaugh and Miller (2013) and Reynolds and Barton (2014) used a variety of biochemical tests to probe the metabolic activities in a collection of Pseudogymnoascus species isolates9,10. The authors of the former study surmised the suitability of P. destructans as a saprobe in the affected caves and mines in limited biotic competition (‘resource island’)10. Reynolds and Barton (2014) found a reduced saprotrophic ability in P. destructans isolates vis-à-vis P. pannorum and other Pseduogymnoascus species, which suggested ‘co-evolution with the host’9. Wilson et al. (2017) performed a variety of tests including Biolog FF Microplate with 95 different substrates, and found limited saprotrophic ability in P. destructans in comparison to other Pseudogymnoascus species8.

Further Phenotype Microarray profiling of P. destructans and P. pannorum would be crucial to fill-in current gaps in their genome sequences, define gene functions, and elucidate pathophysiological attributes11,15,16.

The limitations of the current study include the use of single strains of two fungal species, and single end points instead of growth curves, which allow curve analysis for more accurate data interpretation as highlighted by other investigators.

We and others hope to accomplish these milestones with the recent availability of a high-quality P. destructans genome and data pipelines to automate Biolog analysis15,1720.

Data availability

Datasets 1–4: Excel sheets with OD600 values for all Biolog plates tested in this study. DOI, 10.5256/f1000research.15067.d20467914

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Chaturvedi V, DeFiglio H and Chaturvedi S. Phenotype profiling of white-nose syndrome pathogen Pseudogymnoascus destructans and closely-related Pseudogymnoascus pannorum reveals metabolic differences underlying fungal lifestyles [version 2; peer review: 3 approved]. F1000Research 2018, 7:665 (https://doi.org/10.12688/f1000research.15067.2)
NOTE: If applicable, it is important to ensure the information in square brackets after the title is included in all citations of this article.
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ApprovedThe paper is scientifically sound in its current form and only minor, if any, improvements are suggested
Approved with reservations A number of small changes, sometimes more significant revisions are required to address specific details and improve the papers academic merit.
Not approvedFundamental flaws in the paper seriously undermine the findings and conclusions
Version 2
VERSION 2
PUBLISHED 17 Jul 2018
Revised
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Reviewer Report 02 Aug 2018
Christine Salomon, Center for Drug Design, University of Minnesota, Minneapolis, MN, USA 
Approved
VIEWS 6
The authors have addressed my ... Continue reading
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Salomon C. Reviewer Report For: Phenotype profiling of white-nose syndrome pathogen Pseudogymnoascus destructans and closely-related Pseudogymnoascus pannorum reveals metabolic differences underlying fungal lifestyles [version 2; peer review: 3 approved]. F1000Research 2018, 7:665 (https://doi.org/10.5256/f1000research.17010.r36149)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.
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Reviewer Report 01 Aug 2018
Flavia Pinzari, Council for Agricultural Research and Economics, Research Centre for Agriculture and Environment (CREA-AA), Rome, Italy 
Approved
VIEWS 4
I think the answers and related changes ... Continue reading
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CITE
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Pinzari F. Reviewer Report For: Phenotype profiling of white-nose syndrome pathogen Pseudogymnoascus destructans and closely-related Pseudogymnoascus pannorum reveals metabolic differences underlying fungal lifestyles [version 2; peer review: 3 approved]. F1000Research 2018, 7:665 (https://doi.org/10.5256/f1000research.17010.r36150)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.
Version 1
VERSION 1
PUBLISHED 25 May 2018
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Reviewer Report 29 Jun 2018
Flavia Pinzari, Council for Agricultural Research and Economics, Research Centre for Agriculture and Environment (CREA-AA), Rome, Italy 
Approved with Reservations
VIEWS 10
The manuscript is focussed on a comparison between two Pseudogymnoascus fungal species, which belong to different species but have a partly overlapped ecological niche, based on the use of metabolic profiling with Biolog Phenotype Microarray commercial multiwell plates.
These ... Continue reading
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Pinzari F. Reviewer Report For: Phenotype profiling of white-nose syndrome pathogen Pseudogymnoascus destructans and closely-related Pseudogymnoascus pannorum reveals metabolic differences underlying fungal lifestyles [version 2; peer review: 3 approved]. F1000Research 2018, 7:665 (https://doi.org/10.5256/f1000research.16406.r35120)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.
  • Author Response 17 Jul 2018
    Vishnu Chaturvedi, Mycology Laboratory, New York State Department of Health, Albany, 12208, USA
    17 Jul 2018
    Author Response
    We appreciate the thoughtful comments of the reviewer.
     
    The main criticisms regard:
    The description of the methods (very poor: it is difficult to understand the procedure followed both in
    ... Continue reading
COMMENTS ON THIS REPORT
  • Author Response 17 Jul 2018
    Vishnu Chaturvedi, Mycology Laboratory, New York State Department of Health, Albany, 12208, USA
    17 Jul 2018
    Author Response
    We appreciate the thoughtful comments of the reviewer.
     
    The main criticisms regard:
    The description of the methods (very poor: it is difficult to understand the procedure followed both in
    ... Continue reading
Views
10
Cite
Reviewer Report 15 Jun 2018
Christopher T Cornelison, Division of Research and Advanced Studies, Kennesaw State University, Kennesaw, GA, USA 
Approved
VIEWS 10
The manuscript, "Phenotype profiling of white-nose syndrome pathogen Pseudogymnoascus destructans and closely-related Pseudogymnoascus pannorum reveals metabolic differences underlying fungal lifestyles", describes the comparative analysis of metabolic profiling of 2 closely related fungal pathogens with vastly different hosts and virulence. The manuscript utilizes the well ... Continue reading
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CITE
HOW TO CITE THIS REPORT
Cornelison CT. Reviewer Report For: Phenotype profiling of white-nose syndrome pathogen Pseudogymnoascus destructans and closely-related Pseudogymnoascus pannorum reveals metabolic differences underlying fungal lifestyles [version 2; peer review: 3 approved]. F1000Research 2018, 7:665 (https://doi.org/10.5256/f1000research.16406.r34574)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.
  • Author Response 17 Jul 2018
    Vishnu Chaturvedi, Mycology Laboratory, New York State Department of Health, Albany, 12208, USA
    17 Jul 2018
    Author Response
    We appreciate very much the encouraging comments of the reviewer and the approval of the manuscript as it is.
    Competing Interests: No competing interest
COMMENTS ON THIS REPORT
  • Author Response 17 Jul 2018
    Vishnu Chaturvedi, Mycology Laboratory, New York State Department of Health, Albany, 12208, USA
    17 Jul 2018
    Author Response
    We appreciate very much the encouraging comments of the reviewer and the approval of the manuscript as it is.
    Competing Interests: No competing interest
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19
Cite
Reviewer Report 07 Jun 2018
Christine Salomon, Center for Drug Design, University of Minnesota, Minneapolis, MN, USA 
Approved with Reservations
VIEWS 19
This paper describes a relatively straightforward study focused on comparing the nutrient utilization capacity of the fungal bat pathogen Pseudogymnoascus destructans versus the closely related species P. pannorum using the well established Biolog phenotype system. In general, the results suggest ... Continue reading
CITE
CITE
HOW TO CITE THIS REPORT
Salomon C. Reviewer Report For: Phenotype profiling of white-nose syndrome pathogen Pseudogymnoascus destructans and closely-related Pseudogymnoascus pannorum reveals metabolic differences underlying fungal lifestyles [version 2; peer review: 3 approved]. F1000Research 2018, 7:665 (https://doi.org/10.5256/f1000research.16406.r34411)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.
  • Author Response 17 Jul 2018
    Vishnu Chaturvedi, Mycology Laboratory, New York State Department of Health, Albany, 12208, USA
    17 Jul 2018
    Author Response
    Thanks very much for your insightful comments on the manuscript. We have modified the manuscript given your suggestions.

    How was the incubation time of 10 and 7 days for ... Continue reading
COMMENTS ON THIS REPORT
  • Author Response 17 Jul 2018
    Vishnu Chaturvedi, Mycology Laboratory, New York State Department of Health, Albany, 12208, USA
    17 Jul 2018
    Author Response
    Thanks very much for your insightful comments on the manuscript. We have modified the manuscript given your suggestions.

    How was the incubation time of 10 and 7 days for ... Continue reading

Comments on this article Comments (0)

Version 2
VERSION 2 PUBLISHED 25 May 2018
Comment
Alongside their report, reviewers assign a status to the article:
Approved - the paper is scientifically sound in its current form and only minor, if any, improvements are suggested
Approved with reservations - A number of small changes, sometimes more significant revisions are required to address specific details and improve the papers academic merit.
Not approved - fundamental flaws in the paper seriously undermine the findings and conclusions
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