The human microbiome includes the sum of each and every gene from bacteria, archaea, viruses and eukaryotic microorganisms, such as fungi, that reside the human body, particularly the gut. Gut microbiota play an important role in metabolic homeostasis of the human host [1]. Alterations in the gut microbiota attributed to genetic or environmental factors, such as nutritional factors or medications, e.g. antibiotics or non-steroid anti-inflammatory drugs, may lead to the modulation of the structure or diversity of the gut microbiota, known as dysbiosis [[1], [2], [3], [4], [5], [6]]. Gut microbial dysbiosis has been implicated in the pathogenesis of metabolic disorders, such as obesity, metabolic syndrome, diabetes mellitus type 2, non-alcoholic fatty liver disease, cardio-metabolic disorders and malnutrition [[7], [8], [9], [10], [11], [12]].
Fungi are microeukaryotes accounting for a small part of the human microbiome in comparison to bacteria, forming the so called “human mycobiome”. The human mycobiome represents approximately less than 0.1% of the microbial community in the gut [13]. Gut mycobiome and bacteriome are interconnected and may influence each other in a plethora of ways affecting host metabolism.
Gut mycobiome is a tiny but vital and functional part of the gut ecosystem. Alterations of its composition have been associated with a number of diseases such as colorectal cancer, inflammatory bowel disease and irritable bowel syndrome [13]. However, little is known about the composition and long-term stability of the gut mycobiome in middle age and later life as well the interplay between gut fungal and bacterial communities in metabolic homeostasis. Moreover, the relationship between the gut mycobiome and metabolic health is less clear. Indeed, gut mycobiome has been associated with cardiometabolic disorders in animal models and in some human studies [[14], [15], [16], [17]].
In a multiomics and longitudinal study, Dr. Zheng and colleagues investigated how age, diet, and other sociodemographic or clinical factors affect the gut mycobiome by mapping the gut mycobiome among 1244 Chinese middle-aged and elderly adults from the population-based Guangzhou Nutrition and Health Study cohort [18]. They found that considerable gut fungal composition is temporally stable being mainly regulated by age, long-term habitual diet and host physiological state. In particular, they showed that nonsignificant changes over time in 11 genera of the Ascomycota (eg, Pichia, Alternaria and Wickerhamiella) have been observed in 184 study subjects. Many fungal taxa displayed long-term stability even after 3.2 years, suggestive of a core mycobiome which could play a role in the long-term stability of the intestinal ecosystem. In comparison to middle-aged subjects, Blastobotrys and Agaricomycetes spp were decreased, whilst Malassezia was enriched in the elderly group. This study also found that habitual diet may be a significant factor of the mycobiome diversity. Specifically, dairy consumption was a major dietary factor contributing to the variety of the fungal community in the gut, while fruit and fish consumption was not significantly associated with gut mycobiome diversity. This work mirrors Dr. Zheng's previous study on gut microbiome, which has shown that long-term habitual dairy consumption is associated with a higher bacterial diversity, which is an indicator of a healthy gut [19]. Dairy consumption was positively related with Saccharomyces, which presents anti-inflammatory properties [20], but inversely linked to Candida [18].
Zheng et al. also explored the ecological and functional relationships among gut bacteria, fungi and fecal metabolome, examining whether the interaction between gut bacteria and fungi could modulate metabolic risk. They found that the gut mycobiome may be closely linked to metabolic health through the regulation of gut bacterial functions and metabolites. Interestingly, Saccharomycetales spp. interact with intestinal bacterial diversity, being positively related with short-chain fatty acids producers, to influence insulin sensitivity. Furthermore, the presence of Pichia fungi contributed to a decrease in serum LDL-cholesterol and total cholesterol levels through the increase of bacterial functional levels and fecal histidine.
These results highlight that the intestinal fungal community is an important component of the gut ecosystem playing a pivotal role in the long-term stability of the gut ecosystem. This integrative cross-kingdom analysis may broaden our horizon for novel preventive and therapeutic targets in metabolic disorders. However, more larger multiomics and longer longitudinal studies in other ethnic groups are required to examine the contribution of the gut mycobiome and its interaction with bacteriome and host to the pathogenesis of metabolic disorders.
Financial support
None.
Declaration of competing interest
No conflict of interest to disclose.
Contributor Information
Maria Dalamaga, Email: madalamaga@med.uoa.gr.
Junli Liu, Email: liujunli@sjtu.edu.cn.
References
- 1.Fan Y., Pedersen O. Gut microbiota in human metabolic health and disease. Nat Rev Microbiol. 2021;19(1):55–71. doi: 10.1038/s41579-020-0433-9. [DOI] [PubMed] [Google Scholar]
- 2.Vallianou N., Dalamaga M., Stratigou T., Karampela I., Tsigalou C. Do antibiotics cause obesity through long-term alterations in the gut microbiome? A review of current evidence. Curr Obes Rep. 2021;10(3):244–262. doi: 10.1007/s13679-021-00438-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Dalamaga M. Probiotics, prebiotics, synbiotics, postbiotics, and obesity: current evidence, controversies, and perspectives. Curr Obes Rep. 2020;9(3):179–192. doi: 10.1007/s13679-020-00379-w. [DOI] [PubMed] [Google Scholar]
- 4.Vallianou N., Stratigou T., Christodoulatos G.S., Dalamaga M. Understanding the role of the gut microbiome and microbial metabolites in obesity and obesity-associated metabolic disorders: current evidence and perspectives. Curr Obes Rep. 2019;8(3):317–332. doi: 10.1007/s13679-019-00352-2. [DOI] [PubMed] [Google Scholar]
- 5.Dalamaga M. The interplay of obesity, gut microbiome and diet in the immune check point inhibitors therapy era. Semin Cancer Biol. 2021;73:356–376. doi: 10.1016/j.semcancer.2021.05.008. [DOI] [PubMed] [Google Scholar]
- 6.Dalamaga M., Karmaniolas K., Arsenis G., Pantelaki M., Daskalopoulou K., Papadavid E., Migdalis I. Cedecea lapagei bacteremia following cement-related chemical burn injury. Burns. 2008;34(8):1205–1207. doi: 10.1016/j.burns.2007.09.001. [DOI] [PubMed] [Google Scholar]
- 7.Vallianou N., Christodoulatos G.S., Karampela I., Tsilingiris D., Magkos F., Stratigou T., Kounatidis D., Dalamaga M. Understanding the role of the gut microbiome and microbial metabolites in non-alcoholic fatty liver disease: current evidence and perspectives. Biomolecules. 2021;12(1):56. doi: 10.3390/biom12010056. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Vallianou N., Liu J., Dalamaga M. What are the key points in the association between the gut microbiome and nonalcoholic fatty liver disease? Metabol Open. 2019;1:9–10. doi: 10.1016/j.metop.2019.02.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Spyrou N., Avgerinos K.I., Mantzoros C.S., Dalamaga M. Classic and novel adipocytokines at the intersection of obesity and cancer: diagnostic and therapeutic strategies. Curr Obes Rep. 2018;7(4):260–275. doi: 10.1007/s13679-018-0318-7. [DOI] [PubMed] [Google Scholar]
- 10.Kassi E., Dalamaga M., Faviou E., Hroussalas G., Kazanis K., Nounopoulos Ch, Dionyssiou-Asteriou A. Circulating oxidized LDL levels, current smoking and obesity in postmenopausal women. Atherosclerosis. 2009;205(1):279–283. doi: 10.1016/j.atherosclerosis.2008.11.006. [DOI] [PubMed] [Google Scholar]
- 11.Marouga A., Dalamaga M., Kastania A.N., Kroupis C., Lagiou M., Saounatsou K., Dimas K., Vlahakos D.V. Circulating resistin is a significant predictor of mortality independently from cardiovascular comorbidities in elderly, non-diabetic subjects with chronic kidney disease. Biomarkers. 2016;21(1):73–79. doi: 10.3109/1354750X.2015.1118536. [DOI] [PubMed] [Google Scholar]
- 12.Koliaki C., Liatis S., Dalamaga M., Kokkinos A. Sarcopenic obesity: epidemiologic evidence, pathophysiology, and therapeutic perspectives. Curr Obes Rep. 2019;8(4):458–471. doi: 10.1007/s13679-019-00359-9. [DOI] [PubMed] [Google Scholar]
- 13.Vallianou N., Kounatidis D., Christodoulatos G.S., Panagopoulos F., Karampela I., Dalamaga M. Mycobiome and cancer: what is the evidence? Cancers. 2021;13(13):3149. doi: 10.3390/cancers13133149. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Kim D.H., Kim H., Jeong D., Kang I.B., Chon J.W., Kim H.S., Song K.Y., Seo K.H. Kefir alleviates obesity and hepatic steatosis in high-fat diet-fed mice by modulation of gut microbiota and mycobiota: targeted and untargeted community analysis with correlation of biomarkers. J Nutr Biochem. 2017;44:35–43. doi: 10.1016/j.jnutbio.2017.02.014. [DOI] [PubMed] [Google Scholar]
- 15.Mar Rodríguez M., Pérez D., Javier Chaves F., Esteve E., Marin-Garcia P., Xifra G., Vendrell J., Jové M., Pamplona R., Ricart W., Portero-Otin M., Chacón M.R., Fernández Real J.M. Obesity changes the human gut mycobiome. Sci Rep. 2015;5 doi: 10.1038/srep14600. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Chacón M.R., Lozano-Bartolomé J., Portero-Otín M., Rodríguez M.M., Xifra G., Puig J., Blasco G., Ricart W., Chaves F.J., Fernández-Real J.M. The gut mycobiome composition is linked to carotid atherosclerosis. Benef Microbes. 2018;9(2):185–198. doi: 10.3920/BM2017.0029. [DOI] [PubMed] [Google Scholar]
- 17.Jayasudha R., Das T., Kalyana Chakravarthy S., Sai Prashanthi G., Bhargava A., Tyagi M., Rani P.K., Pappuru R.R., Shivaji S. Gut mycobiomes are altered in people with type 2 Diabetes Mellitus and Diabetic Retinopathy. PLoS One. 2020;15(12) doi: 10.1371/journal.pone.0243077. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Shuai M., Fu Y., Zhong H.L., Gou W., Jiang Z., Liang Y., Miao Z., Xu J.J., Huynh T., Wahlqvist M.L., Chen Y.M., Zheng J.S. Mapping the human gut mycobiome in middle-aged and elderly adults: multiomics insights and implications for host metabolic health. Gut. 2022 doi: 10.1136/gutjnl-2021-326298. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Shuai M., Zuo L.S., Miao Z., Gou W., Xu F., Jiang Z., Ling C.W., Fu Y., Xiong F., Chen Y.M., Zheng J.S. Multi-omics analyses reveal relationships among dairy consumption, gut microbiota and cardiometabolic health. EBioMedicine. 2021;66:103284. doi: 10.1016/j.ebiom.2021.103284. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Rodríguez-Nogales A., Algieri F., Garrido-Mesa J., Vezza T., Utrilla M.P., Chueca N., García F., Rodríguez-Cabezas M.E., Gálvez J. Intestinal anti-inflammatory effect of the probiotic Saccharomyces boulardii in DSS-induced colitis in mice: impact on microRNAs expression and gut microbiota composition. J Nutr Biochem. 2018;61:129–139. doi: 10.1016/j.jnutbio.2018.08.005. [DOI] [PubMed] [Google Scholar]