Combined metabolome and transcriptome analysis reveal the mechanism of water stress in Ophiocordyceps sinensis.


Journal

BMC genomics
ISSN: 1471-2164
Titre abrégé: BMC Genomics
Pays: England
ID NLM: 100965258

Informations de publication

Date de publication:
29 Oct 2024
Historique:
received: 17 04 2024
accepted: 09 09 2024
medline: 30 10 2024
pubmed: 30 10 2024
entrez: 30 10 2024
Statut: epublish

Résumé

Ophiocordyceps sinensis (O. sinensis) is the dominant bacterium in the asexual stage of Chinese cordyceps, and its growth usually suffers from water stress. Thus, simulating its ecological growth environment is crucial for artificial cultivation. This study aimed to reveal the mechanism underlying the water stress tolerance of Ophiocordyceps sinensis (O. sinensis) by combining metabolomic and transcriptome analyses to identify crucial pathways related to differentially expressed genes (DEGs) and metabolites (DEMs) involved in the response to water stress. Gene coexpression analysis revealed that many genes related to 'betalain biosynthesis', 'tyrosine metabolism', 'linoleic acid metabolism', 'fructose and mannose metabolism', and 'starch and sucrose metabolism' were highly upregulated after 20d-water stress. Metabolomic analysis revealed that many metabolites regulated by these genes in these metabolic pathways were markedly decreased. On the one hand, we surmised that carbohydrate metabolism and the β-oxidation pathway worked cooperatively to generate enough acyl-CoA and then entered the TCA cycle to provide energy when exposed to water stress. On the other hand, the betalain biosynthesis and tyrosine metabolism pathway might play crucial roles in response to water stress in O. sinensis by enhancing cell osmotic potential and producing osmoregulatory substances (betaine) and antioxidant pigments (eumelanin). Overall, our findings provide important information for further exploration of the mechanism underlying the water stress tolerance of O. sinensis for the industrialization of artificial cultivation of Chinese cordyceps.

Sections du résumé

BACKGROUND BACKGROUND
Ophiocordyceps sinensis (O. sinensis) is the dominant bacterium in the asexual stage of Chinese cordyceps, and its growth usually suffers from water stress. Thus, simulating its ecological growth environment is crucial for artificial cultivation. This study aimed to reveal the mechanism underlying the water stress tolerance of Ophiocordyceps sinensis (O. sinensis) by combining metabolomic and transcriptome analyses to identify crucial pathways related to differentially expressed genes (DEGs) and metabolites (DEMs) involved in the response to water stress.
RESULTS RESULTS
Gene coexpression analysis revealed that many genes related to 'betalain biosynthesis', 'tyrosine metabolism', 'linoleic acid metabolism', 'fructose and mannose metabolism', and 'starch and sucrose metabolism' were highly upregulated after 20d-water stress. Metabolomic analysis revealed that many metabolites regulated by these genes in these metabolic pathways were markedly decreased. On the one hand, we surmised that carbohydrate metabolism and the β-oxidation pathway worked cooperatively to generate enough acyl-CoA and then entered the TCA cycle to provide energy when exposed to water stress. On the other hand, the betalain biosynthesis and tyrosine metabolism pathway might play crucial roles in response to water stress in O. sinensis by enhancing cell osmotic potential and producing osmoregulatory substances (betaine) and antioxidant pigments (eumelanin).
CONCLUSIONS CONCLUSIONS
Overall, our findings provide important information for further exploration of the mechanism underlying the water stress tolerance of O. sinensis for the industrialization of artificial cultivation of Chinese cordyceps.

Identifiants

pubmed: 39472792
doi: 10.1186/s12864-024-10785-2
pii: 10.1186/s12864-024-10785-2
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

1014

Subventions

Organisme : Lanzhou Jiaotong University Youth Fund
ID : 2022020
Organisme : the National Natural Foundation of China, Regional Foundation
ID : 31560003

Informations de copyright

© 2024. The Author(s).

Références

J Agric Food Chem. 2019 Aug 7;67(31):8476-8484
pubmed: 31298527
BMC Genomics. 2019 May 4;20(1):337
pubmed: 31054562
Appl Microbiol Biotechnol. 2016 Dec;100(23):9967-9978
pubmed: 27338577
J Agric Food Chem. 2023 Aug 2;71(30):11277-11303
pubmed: 37466334
Microbiol Mol Biol Rev. 2018 Apr 11;82(2):
pubmed: 29643171
Genes (Basel). 2021 Dec 10;12(12):
pubmed: 34946916
Nat Methods. 2013 Jan;10(1):71-3
pubmed: 23160280
Fungal Biol. 2018 Oct;122(10):943-951
pubmed: 30227930
Int J Med Mushrooms. 2022;24(8):81-97
pubmed: 35997097
J Hazard Mater. 2019 Jul 5;373:527-535
pubmed: 30951997
Bioinformatics. 2014 Aug 1;30(15):2114-20
pubmed: 24695404
J Ethnopharmacol. 2018 Jul 15;221:86-90
pubmed: 29679724
Int J Biol Macromol. 2016 Nov;92:872-880
pubmed: 27496606
Int J Mol Sci. 2015 Jul 30;16(8):17482-93
pubmed: 26263972
Food Chem. 2017 Dec 15;237:1133-1138
pubmed: 28763960
Pharmacol Rev. 2021 Oct;73(4):263-296
pubmed: 34732541
PLoS One. 2019 Mar 15;14(3):e0213305
pubmed: 30875373
J Anim Physiol Anim Nutr (Berl). 2018 Dec;102(6):1634-1650
pubmed: 30238641
Metab Eng. 2021 May;65:185-196
pubmed: 33242649
Data Brief. 2022 Feb 03;41:107908
pubmed: 35242906
Innovation (Camb). 2020 Apr 24;1(1):100017
pubmed: 34557705
J Bacteriol. 2006 Sep;188(17):6308-17
pubmed: 16923898
Int J Mol Sci. 2018 Jun 29;19(7):
pubmed: 29966262
Bioelectrochemistry. 2021 Oct;141:107869
pubmed: 34119820
Ukr Biochem J. 2017 Jan-Feb;89(1):76-81
pubmed: 29236392
Nat Prod Res. 2015;29(5):455-9
pubmed: 25135771
J Integr Plant Biol. 2022 Feb;64(2):301-341
pubmed: 34984829
Appl Microbiol Biotechnol. 2007 Dec;77(4):891-9
pubmed: 17955192
Front Plant Sci. 2019 Oct 22;10:1147
pubmed: 31695707
Sci Rep. 2023 Jun 12;13(1):9500
pubmed: 37308669
Annu Rev Microbiol. 2019 Sep 8;73:313-334
pubmed: 31180805
AMB Express. 2020 Jun 3;10(1):105
pubmed: 32494871
Trends Biotechnol. 2017 Nov;35(11):1017-1021
pubmed: 29055355
Anim Sci J. 2017 Aug;88(8):1075-1081
pubmed: 27891699
Nat Methods. 2015 Jan;12(1):59-60
pubmed: 25402007
Sci Total Environ. 2022 Dec 10;851(Pt 2):158221
pubmed: 36041620
FEMS Microbiol Lett. 2000 Apr 15;185(2):139-45
pubmed: 10754238
Int J Biol Macromol. 2022 Apr 30;205:615-625
pubmed: 35202635
J Plant Physiol. 2009 Dec 15;166(18):1982-92
pubmed: 19709775
J Proteomics. 2018 Jun 15;181:24-35
pubmed: 29609095
Nat Genet. 2005 Oct;37(10):1141-6
pubmed: 16155566
Anal Bioanal Chem. 2018 Jan;410(2):553-564
pubmed: 29167933
Biomed Chromatogr. 2018 May 11;:e4279
pubmed: 29752731
Bioinformatics. 2022 Apr 12;38(8):2081-2087
pubmed: 35139149
Gene. 2020 Dec 30;763:145061
pubmed: 32818595

Auteurs

Li He (L)

School of Biological and Pharmaceutical Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, P. R. China.

ChuanYong Li (C)

School of Biological and Pharmaceutical Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, P. R. China.

ZhaoHe Chen (Z)

School of Biological and Pharmaceutical Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, P. R. China.

YanLi Huo (Y)

School of Biological and Pharmaceutical Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, P. R. China.

Bo Zhou (B)

School of Biological and Pharmaceutical Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, P. R. China.

Fang Xie (F)

School of Biological and Pharmaceutical Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, P. R. China. xfrankf@163.com.

Articles similaires

Drought Resistance Gene Expression Profiling Gene Expression Regulation, Plant Gossypium Multigene Family
Arabidopsis Arabidopsis Proteins Osmotic Pressure Cytoplasm RNA, Messenger
Fragaria Light Plant Leaves Osmosis Stress, Physiological
Humans Colorectal Neoplasms Biomarkers, Tumor Prognosis Gene Expression Regulation, Neoplastic

Classifications MeSH