Oral microbiota disorder in GC patients revealed by 2b-RAD-M
Abstract Background Microbiota alterations are linked with gastric cancer (GC). However, the relationship between the oral microbiota (especially oral fungi) and GC is not known. In this study, we aimed to apply 2b-RAD sequencing for Microbiome (2b-RAD-M) to characterize the oral microbiota in patie...
| Published in: | Journal of Translational Medicine |
|---|---|
| Main Authors: | , , , , , , , , , |
| Format: | Article |
| Language: | English |
| Published: |
BMC
2023-11-01
|
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s12967-023-04599-1 |
| _version_ | 1851834652325576704 |
|---|---|
| author | Shengfu He Yating Sun Weijie Sun Mingyang Tang Bao Meng Yanyan Liu Qinxiang Kong Yongxiang Li Jiawen Yu Jiabin Li |
| author_facet | Shengfu He Yating Sun Weijie Sun Mingyang Tang Bao Meng Yanyan Liu Qinxiang Kong Yongxiang Li Jiawen Yu Jiabin Li |
| author_sort | Shengfu He |
| collection | DOAJ |
| container_title | Journal of Translational Medicine |
| description | Abstract Background Microbiota alterations are linked with gastric cancer (GC). However, the relationship between the oral microbiota (especially oral fungi) and GC is not known. In this study, we aimed to apply 2b-RAD sequencing for Microbiome (2b-RAD-M) to characterize the oral microbiota in patients with GC. Methods We performed 2b-RAD-M analysis on the saliva and tongue coating of GC patients and healthy controls. We carried out diversity, relative abundance, and composition analyses of saliva and tongue coating bacteria and fungi in the two groups. In addition, indicator analysis, the Gini index, and the mean decrease accuracy were used to identify oral fungal indicators of GC. Results In this study, fungal imbalance in the saliva and tongue coating was observed in the GC group. At the species level, enriched Malassezia globosa (M. globosa) and decreased Saccharomyces cerevisiae (S. cerevisiae) were observed in saliva and tongue coating samples of the GC group. Random forest analysis indicated that M. globosa in saliva and tongue coating samples could serve as biomarkers to diagnose GC. The Gini index and mean decreases in accuracy for M. globosa in saliva and tongue coating samples were the largest. In addition, M. globosa in saliva and tongue coating samples classified GC from the control with areas under the receiver operating curve (AUCs) of 0.976 and 0.846, respectively. Further ecological analysis revealed correlations between oral bacteria and fungi. Conclusion For the first time, our data suggested that changes in oral fungi between GC patients and controls may help deepen our understanding of the complex spectrum of the different microbiotas involved in GC development. Although the cohort size was small, this study is the first to use 2b-RAD-M to reveal that oral M. globosa can be a fungal biomarker for detecting GC. |
| format | Article |
| id | doaj-art-ceecc5a611d14d2e9c45d1efcbf58dfd |
| institution | Directory of Open Access Journals |
| issn | 1479-5876 |
| language | English |
| publishDate | 2023-11-01 |
| publisher | BMC |
| record_format | Article |
| spelling | doaj-art-ceecc5a611d14d2e9c45d1efcbf58dfd2025-08-19T22:30:52ZengBMCJournal of Translational Medicine1479-58762023-11-0121111410.1186/s12967-023-04599-1Oral microbiota disorder in GC patients revealed by 2b-RAD-MShengfu He0Yating Sun1Weijie Sun2Mingyang Tang3Bao Meng4Yanyan Liu5Qinxiang Kong6Yongxiang Li7Jiawen Yu8Jiabin Li9Department of Infectious Diseases, The First Affiliated Hospital of Anhui Medical UniversityDepartment of Infectious Diseases, The First Affiliated Hospital of Anhui Medical UniversityDepartment of Infectious Diseases, The First Affiliated Hospital of Anhui Medical UniversityDepartment of Infectious Diseases, The First Affiliated Hospital of Anhui Medical UniversityDepartment of Infectious Diseases, The First Affiliated Hospital of Anhui Medical UniversityDepartment of Infectious Diseases, The First Affiliated Hospital of Anhui Medical UniversityDepartment of Infectious Diseases, Chaohu Hospital of Anhui MedicalUniversityDepartment of General Surgery, The First Affiliated Hospital of Anhui Medical UniversityDepartment of Oncology, Anqing First People’s Hospital of Anhui Medical University/Anqing First People’s Hospital of Anhui ProvinceDepartment of Infectious Diseases, The First Affiliated Hospital of Anhui Medical UniversityAbstract Background Microbiota alterations are linked with gastric cancer (GC). However, the relationship between the oral microbiota (especially oral fungi) and GC is not known. In this study, we aimed to apply 2b-RAD sequencing for Microbiome (2b-RAD-M) to characterize the oral microbiota in patients with GC. Methods We performed 2b-RAD-M analysis on the saliva and tongue coating of GC patients and healthy controls. We carried out diversity, relative abundance, and composition analyses of saliva and tongue coating bacteria and fungi in the two groups. In addition, indicator analysis, the Gini index, and the mean decrease accuracy were used to identify oral fungal indicators of GC. Results In this study, fungal imbalance in the saliva and tongue coating was observed in the GC group. At the species level, enriched Malassezia globosa (M. globosa) and decreased Saccharomyces cerevisiae (S. cerevisiae) were observed in saliva and tongue coating samples of the GC group. Random forest analysis indicated that M. globosa in saliva and tongue coating samples could serve as biomarkers to diagnose GC. The Gini index and mean decreases in accuracy for M. globosa in saliva and tongue coating samples were the largest. In addition, M. globosa in saliva and tongue coating samples classified GC from the control with areas under the receiver operating curve (AUCs) of 0.976 and 0.846, respectively. Further ecological analysis revealed correlations between oral bacteria and fungi. Conclusion For the first time, our data suggested that changes in oral fungi between GC patients and controls may help deepen our understanding of the complex spectrum of the different microbiotas involved in GC development. Although the cohort size was small, this study is the first to use 2b-RAD-M to reveal that oral M. globosa can be a fungal biomarker for detecting GC.https://doi.org/10.1186/s12967-023-04599-1Gastric cancerOral fungiBiomarker2b-RAD-M |
| spellingShingle | Shengfu He Yating Sun Weijie Sun Mingyang Tang Bao Meng Yanyan Liu Qinxiang Kong Yongxiang Li Jiawen Yu Jiabin Li Oral microbiota disorder in GC patients revealed by 2b-RAD-M Gastric cancer Oral fungi Biomarker 2b-RAD-M |
| title | Oral microbiota disorder in GC patients revealed by 2b-RAD-M |
| title_full | Oral microbiota disorder in GC patients revealed by 2b-RAD-M |
| title_fullStr | Oral microbiota disorder in GC patients revealed by 2b-RAD-M |
| title_full_unstemmed | Oral microbiota disorder in GC patients revealed by 2b-RAD-M |
| title_short | Oral microbiota disorder in GC patients revealed by 2b-RAD-M |
| title_sort | oral microbiota disorder in gc patients revealed by 2b rad m |
| topic | Gastric cancer Oral fungi Biomarker 2b-RAD-M |
| url | https://doi.org/10.1186/s12967-023-04599-1 |
| work_keys_str_mv | AT shengfuhe oralmicrobiotadisorderingcpatientsrevealedby2bradm AT yatingsun oralmicrobiotadisorderingcpatientsrevealedby2bradm AT weijiesun oralmicrobiotadisorderingcpatientsrevealedby2bradm AT mingyangtang oralmicrobiotadisorderingcpatientsrevealedby2bradm AT baomeng oralmicrobiotadisorderingcpatientsrevealedby2bradm AT yanyanliu oralmicrobiotadisorderingcpatientsrevealedby2bradm AT qinxiangkong oralmicrobiotadisorderingcpatientsrevealedby2bradm AT yongxiangli oralmicrobiotadisorderingcpatientsrevealedby2bradm AT jiawenyu oralmicrobiotadisorderingcpatientsrevealedby2bradm AT jiabinli oralmicrobiotadisorderingcpatientsrevealedby2bradm |
