TY - JOUR
T1 - A transcriptomic atlas of acute stress response to low pH in multiple Issatchenkia orientalis strains
AU - Dubinkina, Veronika
AU - Bhogale, Shounak
AU - Hsieh, Ping Hung
AU - Dibaeinia, Payam
AU - Nambiar, Ananthan
AU - Maslov, Sergei
AU - Yoshikuni, Yasuo
AU - Sinha, Saurabh
N1 - This work was funded by the DOE Center for Advanced Bioenergy and Bioproducts Innovation and Biosystems Design program (U.S. Department of Energy, of Science, of Biological and Environmental Research under Award Number DESC0018420 and DE-AC02-05CH11231). The work conducted by the U.S. Department of Energy Joint Genome Institute (https://ror.org/04xm1d337), a DOE of Science User Facility, is supported by the of Science of the U.S. Department of Energy operated under Contract No. DE-AC02-05CH11231. Any opinions, and conclusions or recommendations expressed in this publication are those of the authors and do not necessarily the views of the U.S. Department of Energy. S.S. was supported in part by grant 5R35GM131819 from the National Institutes of Health. V.D. was supported in part by the San Simeon Fund and Gladstone Institutes funding.
This work was funded by the DOE Center for Advanced Bioenergy and Bioproducts Innovation and Biosystems Design program (U.S. Department of Energy, Office of Science, Office of Biological and Environmental Research under Award Number DESC0018420 and DE-AC02-05CH11231). The work conducted by the U.S. Department of Energy Joint Genome Institute (https://ror.org/04xm1d337), a DOE Office of Science User Facility, is supported by the Office of Science of the U.S. Department of Energy operated under Contract No. DE-AC02-05CH11231. Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the authors and do not necessarily reflect the views of the U.S. Department of Energy. S.S. was supported in part by grant 5R35GM131819 from the National Institutes of Health. V.D. was supported in part by the San Simeon Fund and Gladstone Institutes funding. All authors designed the study. S.M., S.S., and Y.Y. supervised the study; P.H. performed the experiments and collected the data; V.D., S.B., A.N., and P.D. performed the statistical analysis. All authors discussed and wrote the paper. The authors declare no competing interests. U.S. Department of Energy (DOE) DE-SC0018420 Veronika Dubinkina Shounak Bhogale Ping-Hung Hsieh Payam Dibaeinia Ananthan Nambiar Sergei Maslov Yasuo Yoshikuni Saurabh Sinha U.S. Department of Energy (DOE) AC02-05CH11231 Ping-Hung Hsieh Yasuo Yoshikuni HHS | National Institutes of Health (NIH) 5R35GM131819 Saurabh Sinha Gladstone Institutes (J. David Gladstone Institutes) Veronika Dubinkina San Simeon Fund Veronika Dubinkina
PY - 2024/1
Y1 - 2024/1
N2 - Because of its natural stress tolerance to low pH, Issatchenkia orientalis (a.k.a. Pichia kudriavzevii) is a promising non-model yeast for bio-based production of organic acids. Yet, this organism is relatively unstudied, and specific mechanisms of its tolerance to low pH are poorly understood, limiting commercial use. In this study, we selected 12 I. orientalis strains with varying acid stress tolerance (six tolerant and six susceptible) and profiled their transcriptomes in different pH conditions to study potential mechanisms of pH tolerance in this species. We identified hundreds of genes whose expression response is shared by tolerant strains but not by susceptible strains, or vice versa, as well as genes whose responses are reversed between tolerant and susceptible strains. We mapped regulatory mechanisms of transcriptomic responses via motif analysis as well as differential network reconstruction, identifying several transcription factors, including Stb5, Mac1, and Rtg1/Rtg3, some of which are known for their roles in acid response in Saccharomyces cerevisiae. Functional genomics analysis of short-listed genes and transcription factors suggested significant roles for energy metabolism and translation-related processes, as well as the cell wall integrity pathway and RTG-dependent retrograde signaling pathway. Finally, we conducted additional experiments for two organic acids, 3-hydroxypropionate and citramalate, to eliminate acid-specific effects and found potential roles for glycolysis and trehalose biosynthesis specifically for response to low pH. In summary, our approach of comparative transcriptomics and phenotypic contrasting, along with a multi-pronged bioinformatics analysis, suggests specific mechanisms of tolerance to low pH in I. orientalis that merit further validation through experimental perturbation and engineering.
AB - Because of its natural stress tolerance to low pH, Issatchenkia orientalis (a.k.a. Pichia kudriavzevii) is a promising non-model yeast for bio-based production of organic acids. Yet, this organism is relatively unstudied, and specific mechanisms of its tolerance to low pH are poorly understood, limiting commercial use. In this study, we selected 12 I. orientalis strains with varying acid stress tolerance (six tolerant and six susceptible) and profiled their transcriptomes in different pH conditions to study potential mechanisms of pH tolerance in this species. We identified hundreds of genes whose expression response is shared by tolerant strains but not by susceptible strains, or vice versa, as well as genes whose responses are reversed between tolerant and susceptible strains. We mapped regulatory mechanisms of transcriptomic responses via motif analysis as well as differential network reconstruction, identifying several transcription factors, including Stb5, Mac1, and Rtg1/Rtg3, some of which are known for their roles in acid response in Saccharomyces cerevisiae. Functional genomics analysis of short-listed genes and transcription factors suggested significant roles for energy metabolism and translation-related processes, as well as the cell wall integrity pathway and RTG-dependent retrograde signaling pathway. Finally, we conducted additional experiments for two organic acids, 3-hydroxypropionate and citramalate, to eliminate acid-specific effects and found potential roles for glycolysis and trehalose biosynthesis specifically for response to low pH. In summary, our approach of comparative transcriptomics and phenotypic contrasting, along with a multi-pronged bioinformatics analysis, suggests specific mechanisms of tolerance to low pH in I. orientalis that merit further validation through experimental perturbation and engineering.
KW - Issatchenkia orientalis
KW - acidic stress
KW - gene regulation
KW - low pH
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U2 - 10.1128/spectrum.02536-23
DO - 10.1128/spectrum.02536-23
M3 - Article
C2 - 38018981
AN - SCOPUS:85182501380
SN - 2165-0497
VL - 12
JO - Microbiology Spectrum
JF - Microbiology Spectrum
IS - 1
ER -