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Dong YH, Luo YH, Liu CJ, Huang WY, Feng L, Zou XY, Zhou JY, Li XR. Changes in microbial composition and interaction patterns of female urogenital tract and rectum in response to HPV infection. J Transl Med 2024; 22:125. [PMID: 38303030 PMCID: PMC10832222 DOI: 10.1186/s12967-024-04916-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 01/21/2024] [Indexed: 02/03/2024] Open
Abstract
BACKGROUND Previous studies have shown that changes in the microbial community of the female urogenital tract are associated with Human papillomavirus (HPV) infection. However, research on this association was mostly focused on a single site, and there are currently few joint studies on HPV infection and multiple sites in the female urogenital tract. METHODS We selected 102 healthy women from Yunnan Province as the research object, collected cervical exfoliation fluid, vaginal, urethral, and rectal swabs for microbial community analysis, and measured bacterial load, and related cytokine content. The link between HPV, microbiota, and inflammation was comprehensively evaluated using bioinformatics methods. FINDINGS The impact of HPV infection on the microbial composition of different parts varies. We have identified several signature bacterial genera that respond to HPV infection in several detection sites, such as Corynebacterium, Lactobacillus, Campylobacter, and Cutibacterium have been detected in multiple sites, reflecting their potential significance in cross body sites HPV infection responses. There was a solid microbial interaction network between the cervix, vagina, and urethra. The interrelationships between inflammatory factors and different bacterial genera might also affect the immune system's response to HPV infection. INTERPRETATION It might be an effective strategy to prevent and treat HPV infection by simultaneously understanding the correlation between the microbial changes in multiple parts of the female urogenital tract and rectum and HPV infection, and controlling the microbial network related to HPV infection in different parts.
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Affiliation(s)
- Yong-Hong Dong
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, 650500, Yunnan, China
| | - Yu-Hua Luo
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, 650500, Yunnan, China
| | - Chen-Jian Liu
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, 650500, Yunnan, China
| | - Wen-Yu Huang
- Changchun Institute of Biological Products Co., Ltd., Changchun, 130012, Jilin, China
| | - Lin Feng
- Guangdong Hybribio Biotech Co., Ltd., Chaozhou, 521000, Guangdong, China
| | - Xing-Yuan Zou
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, 650500, Yunnan, China
| | - Jin-Yan Zhou
- Pediatrics Department, Yan'an Affiliated Hospital of Kunming Medical University, Kunming, 650051, Yunnan, China.
| | - Xiao-Ran Li
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, 650500, Yunnan, China.
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Wu YR, Dong YH, Liu CJ, Tang XD, Zhang NN, Shen J, Wu Z, Li XR, Shao JY. Microbiological composition of follicular fluid in patients undergoing IVF and its association with infertility. Am J Reprod Immunol 2023; 89:e13652. [PMID: 36397134 DOI: 10.1111/aji.13652] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 10/13/2022] [Accepted: 11/08/2022] [Indexed: 11/19/2022] Open
Abstract
PROBLEM In recent years, the incidence of female infertility has risen sharply, which is affected by many factors. It was recognized that female reproductive tract microbes play a role in the process of female conception. If the reproductive tract microbes could solve a certain proportion of infertility, it would certainly reduce the pain and economic burden of many patients. The objective of this study was to investigate the microbial community composition of follicular fluid in infertile patients and its potential impact on infertility. METHOD OF STUDY Follicular fluid from 49 primary infertility and 52 secondary infertility patients was collected by a negative pressure needle, and the microbiota was analyzed by 16S rDNA sequencing. RESULTS It was found that Lactobacillus, especially L. crispatus, might have a positive effect on female pregnancy. Considering the presence or absence of male factors and different body mass indices, L. iners might inhibit female pregnancy. However, L. iners seemed to play a positive role in egg maturation, while Gardnerella and Cutibacterium acnes might have a negative effect on female pregnancy. CONCLUSIONS This study suggested the potential role of Lactobacillus in follicular fluid in improving female infertility and provided a theoretical basis for the future microbiological treatment of female infertility.
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Affiliation(s)
- Yue-Rong Wu
- Department of Reproductive Medicine, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.,Reproductive Medical Center of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Yong-Hong Dong
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Chen-Jian Liu
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Xiao-Dan Tang
- Gastroenterology Department, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.,Gastroenterology Department, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Ning-Nan Zhang
- Urology Department, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.,Urology Department, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Jie Shen
- Urology Department, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.,Urology Department, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Ze Wu
- Department of Reproductive Medicine, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.,Reproductive Medical Center of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Xiao-Ran Li
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Jing-Yi Shao
- Department of Reproductive Medicine, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.,Reproductive Medical Center of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China
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3
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Dong YH, Fu Z, Zhang NN, Shao JY, Shen J, Yang E, Sun SY, Zhao ZM, Xiao A, Liu CJ, Li XR. Urogenital tract and rectal microbiota composition and its influence on reproductive outcomes in infertile patients. Front Microbiol 2023; 14:1051437. [PMID: 36846767 PMCID: PMC9950574 DOI: 10.3389/fmicb.2023.1051437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 01/24/2023] [Indexed: 02/12/2023] Open
Abstract
Introduction Microbiota in the human body are closely related to human diseases. Female urogenital tract and rectal microbes have been considered as important factors affecting female pregnancy, but the mechanism is unknown. Methods Cervical, vaginal, urethral, and rectal swabs were collected from 22 infertile patients and 10 controls, and follicular fluid was extracted from 22 infertile patients. The microbial composition of different sampling sites of infertile patients was examined. By comparing the microbial composition difference between infertile patients and controls and combining bioinformatics methods to analyze the potential impact of the female urogenital tract (cervical, vaginal and urethral) and rectal microbial diversity on female infertility and pregnancy outcomes. Results Lactobacillus predominated in the female urogenital tract, but its abundance decreased in infertile patients, whereas the abundance of Gardnerella and Atopobium increased. The microbial changes in the urethra had the same trend as that in the vagina. Compared with healthy controls, the cervical and rectal microbial diversity of infertile patients were significantly increased and decreased, respectively. There might be interactions between microbes in different parts of female. Geobacillus thermogeniticans was enriched in the urogenital tract and rectum of infertile patients, and has a good predictive effect on infertility. Compared with infertile patients, L. johnsonii was enriched in the vagina, urethra, and intestine of the control group. L. acidophilus in follicular fluid might be associated with Non-pregnancy. Conclusion This study found that the microbial composition of infertile patients was changed compared with that of healthy people. The translocation of Lactobacillus between the rectum and urogenital tract might play a protective barrier role. The changes of Lactobacillus and Geobacillus might be related to female infertility or pregnancy outcome. The study provided a theoretical basis for the future treatment of female infertility from the perspective of microorganisms by detecting the microbial changes associated with female infertility.
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Affiliation(s)
- Yong-Hong Dong
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Zhong Fu
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Ning-Nan Zhang
- Urology Department, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China,Urology Department, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Jing-Yi Shao
- Department of Reproductive Medicine, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China,Reproductive Medical Center of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Jie Shen
- Urology Department, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China,Urology Department, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China
| | - En Yang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Shi-Yi Sun
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Zhi-Min Zhao
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - An Xiao
- Department of Infectious Diseases and Hepatic Disease, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, China,Department of Infectious Diseases and Hepatic Disease, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Chen-Jian Liu
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Xiao-Ran Li
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China,*Correspondence: Xiao-Ran Li,
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Liu CJ, Xiao WY, Fang JF, Dong YH, Ye KF, He MP, Wang YS, Li X, Zhao ZM, Yuan T, Zhao T, He CY, Zhang SM, Yang E, Wu XM, Li XR. Genital Microbiota of Women From Six Ethnic Groups With and Without Human Papillomavirus Infection in Shangri-La, China. Front Cell Infect Microbiol 2022; 12:935068. [PMID: 35873154 PMCID: PMC9304955 DOI: 10.3389/fcimb.2022.935068] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 06/16/2022] [Indexed: 12/14/2022] Open
Abstract
Background A diversity of microorganisms is associated with human health and exists in a state of dynamic equilibrium. This diversity has direct implications for the assessment of susceptibility to infectious diseases, especially human papillomavirus (HPV) infection. Methods Here, we investigated the relationships between HPV infection and vaginal, cervical, and gut microbiota composition and assessed the levels of genital immune mediators. We selected a multiethnic area in Yunnan Province, China, to collect samples from healthy women of childbearing age. A total of 82 healthy women of childbearing age were included in this study. Vaginal, cervical, and rectal swabs were collected to analyze the microbial community, and cytokines were analyzed in some samples. Findings Different proportions and types of HPV infection were detected in cervical (44%), vaginal (18%), and rectal (18%) swabs. HPV detected in cervical swabs was generally a high-risk type, while low-risk HPV types were primarily detected in vaginal and rectal swabs. There were some differences in this proportion as well as in the microbial community composition among different ethnic groups. Rectal samples exhibited the highest diversity index, while vaginal samples displayed the lowest diversity index. Lactobacillus dominated most of the vaginal samples, was decreased in HPV-positive samples, and differed among different ethnic groups. However, the sequence proportion of Lactobacillus in the cervix exhibited the opposite trend in those affected by HPV infection. The dynamic balance between the potential pathogens Gardnerella and Lactobacillus determines the health of the female genital system. Interpretation This study constitutes the first step toward personalized medicine for women’s reproductive health, wherein differences between the genital microbiomes of individuals would be considered in risk assessment and for subsequent disease diagnosis and treatment.
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Affiliation(s)
- Chen-Jian Liu
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Wen-Yu Xiao
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Jun-Feng Fang
- Gynaecology Department, The First People’s Hospital of Yunnan Province, Kunming, China
- Gynaecology Department, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
| | - Yong-Hong Dong
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Ke-Fan Ye
- Gynaecology Department, The First People’s Hospital of Yunnan Province, Kunming, China
- Gynaecology Department, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
| | - Meng-Ping He
- Obstetrics and Gynecology Department, Diqing Tibetan Autonomous Prefectural People’s Hospital, DiQing, China
| | - Yan-Song Wang
- Obstetrics and Gynecology Department, Diqing Tibetan Autonomous Prefectural People’s Hospital, DiQing, China
| | - Xiao Li
- Gynaecology Department, The First People’s Hospital of Yunnan Province, Kunming, China
- Gynaecology Department, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
| | - Zhi-Min Zhao
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Tao Yuan
- Gynaecology Department, The First People’s Hospital of Yunnan Province, Kunming, China
- Gynaecology Department, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
| | - Ting Zhao
- Gynaecology Department, The First People’s Hospital of Yunnan Province, Kunming, China
- Gynaecology Department, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
| | - Chun-Yan He
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Shu-Ming Zhang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - En Yang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Xiao-Mei Wu
- Gynaecology Department, The First People’s Hospital of Yunnan Province, Kunming, China
- Gynaecology Department, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- *Correspondence: Xiao-Ran Li, ; Xiao-Mei Wu,
| | - Xiao-Ran Li
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
- *Correspondence: Xiao-Ran Li, ; Xiao-Mei Wu,
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Kashyap S, Musa M, Neat KA, Leopo DA, Holden JF. Desulfovulcanus ferrireducens gen. nov., sp. nov., a thermophilic autotrophic iron and sulfate-reducing bacterium from subseafloor basalt that grows on akaganéite and lepidocrocite minerals. Extremophiles 2022; 26:13. [PMID: 35190935 PMCID: PMC8860800 DOI: 10.1007/s00792-022-01263-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 02/10/2022] [Indexed: 11/24/2022]
Abstract
A deep-sea thermophilic bacterium, strain Ax17T, was isolated from 25 °C hydrothermal fluid at Axial Seamount. It was obligately anaerobic and autotrophic, oxidized molecular hydrogen and formate, and reduced synthetic nanophase Fe(III) (oxyhydr)oxide minerals, sulfate, sulfite, thiosulfate, and elemental sulfur for growth. It produced up to 20 mM Fe2+ when grown on ferrihydrite but < 5 mM Fe2+ when grown on akaganéite, lepidocrocite, hematite, and goethite. It was a straight to curved rod that grew at temperatures ranging from 35 to 70 °C (optimum 65 °C) and a minimum doubling time of 7.1 h, in the presence of 1.5-6% NaCl (optimum 3%) and pH 5-9 (optimum 8.0). Phylogenetic analysis based on 16S rRNA gene sequences indicated that the strain was 90-92% identical to other genera of the family Desulfonauticaceae in the phylum Pseudomonadota. The genome of Ax17T was sequenced, which yielded 2,585,834 bp and contained 2407 protein-coding sequences. Based on overall genome relatedness index analyses and its unique phenotypic characteristics, strain Ax17T is suggested to represent a novel genus and species, for which the name Desulfovulcanus ferrireducens is proposed. The type strain is Ax17T (= DSM 111878T = ATCC TSD-233T).
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Affiliation(s)
- Srishti Kashyap
- Department of Microbiology, University of Massachusetts, N418 Morrill IV North; 639 N. Pleasant St., Amherst, MA, 01003, USA
- Department of Geological Sciences, University of Colorado, Boulder, CO, 80309, USA
| | - Masroque Musa
- Department of Microbiology, University of Massachusetts, N418 Morrill IV North; 639 N. Pleasant St., Amherst, MA, 01003, USA
| | - Kaylee A Neat
- Department of Astronomy, Mount Holyoke College, South Hadley, MA, 01075, USA
| | - Deborah A Leopo
- Department of Microbiology, University of Massachusetts, N418 Morrill IV North; 639 N. Pleasant St., Amherst, MA, 01003, USA
| | - James F Holden
- Department of Microbiology, University of Massachusetts, N418 Morrill IV North; 639 N. Pleasant St., Amherst, MA, 01003, USA.
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Liu CJ, Chen SQ, Zhang SY, Wang JL, Tang XD, Yang KX, Li XR. The comparison of microbial communities in thyroid tissues from thyroid carcinoma patients. J Microbiol 2021; 59:988-1001. [PMID: 34613604 DOI: 10.1007/s12275-021-1271-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 08/17/2021] [Accepted: 08/20/2021] [Indexed: 02/08/2023]
Abstract
Thyroid carcinoma is a common endocrine organ cancer associated with abnormal hormone secretion, leading to the disorder of metabolism. The intestinal microbiota is vital to maintain digestive and immunologic homeostasis. The relevant information of the microbial community in the gut and thyroid, including composition, structure, and relationship, is unclear in thyroid carcinoma patients. A total of 93 samples from 25 patients were included in this study. The results showed that microbial communities existed in thyroid tissue; gut and thyroid had high abundance of facultative anaerobes from the Proteobacteria phyla. The microbial metabolism from the thyroid and gut may be affected by the thyroid carcinoma cells. The cooccurrence network showed that the margins of different thyroid tissues were unique areas with more competition; the stabilization of microcommunities from tissue and stool may be maintained by several clusters of species that may execute different vital metabolism processes dominantly that are attributed to the microenvironment of cancer.
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Affiliation(s)
- Chen-Jian Liu
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, 650500, P. R. China
| | - Si-Qian Chen
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, 650500, P. R. China
| | - Si-Yao Zhang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, 650500, P. R. China
| | - Jia-Lun Wang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, 650500, P. R. China
| | - Xiao-Dan Tang
- Gastroenterology Department, the First People's Hospital of Yunnan Province, Kunming, Yunnan, 650032, P. R. China.,Gastroenterology Department, the Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, 650032, P. R. China
| | - Kun-Xian Yang
- Oncology Department, the First People's Hospital of Yunnan Province, Kunming, Yunnan, 650032, P. R. China. .,Oncology Department, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, 650032, P. R. China.
| | - Xiao-Ran Li
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, 650500, P. R. China.
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Liu CJ, Liang X, Niu ZY, Jin Q, Zeng XQ, Wang WX, Li MY, Chen XR, Meng HY, Shen R, Sun SY, Luo YY, Yang E, Geng JW, Li XR. Is the delivery mode a critical factor for the microbial communities in the meconium? EBioMedicine 2019; 49:354-363. [PMID: 31685443 PMCID: PMC6945248 DOI: 10.1016/j.ebiom.2019.10.045] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 10/24/2019] [Accepted: 10/24/2019] [Indexed: 01/13/2023] Open
Abstract
Background Mothers are the primary source of bacteria for newborns, but it is unclear whether mother-to-newborn transmission occurs prior to, during or after birth. Similarly, the effect of the delivery mode on neonatal microorganisms has been the focus of controversy. Methods Healthy maternal and neonatal pairs that underwent vaginal birth and caesarean section were enrolled in this study. Meconium, placenta, membrane and amniotic fluid samples for newborns and vaginal, rectal and oral samples for mothers were collected. All samples were amplified and sequenced by a 16S rRNA gene primer set targeting bacteria and archaea. Findings A total of 550 samples from 36 mother-neonate pairs with vaginal births and 42 mother-neonate pairs with caesarean sections were included in this study. The negative controls showed that the data analysis in this study was not affected by contamination. There was a high diversity of microbial communities in the pregnancy environment of the foetus. Meconium samples could be divided into three distinct types that were not influenced by the delivery method. Interpretation The distribution patterns of bacterial communities in the meconium, placenta, and foetal membranes were highly similar and had nothing to do with the mode of delivery. For approximately half of the placental microorganisms, the same sequence could be found in the vaginal, rectal, and oral samples of the mother.
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Affiliation(s)
- Chen-Jian Liu
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming 650500, Yunnan, China
| | - Xiao Liang
- Department of Infectious Diseases and Hepatic Disease, the First People's Hospital of Yunnan Province, Kunming 650032, Yunnan, China; Department of Infectious Diseases and Hepatic Disease, the Affiliated Hospital of Kunming University of Science and Technology, Kunming 650032, Yunnan, China
| | - Zhao-Yi Niu
- Obstetrics Department, Yan'an Affiliated Hospital of Kunming Medical University, Kunming 650051, Yunnan, China
| | - Qing Jin
- Obstetrics Department, Yan'an Affiliated Hospital of Kunming Medical University, Kunming 650051, Yunnan, China
| | - Xue-Qin Zeng
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming 650500, Yunnan, China
| | - Wen-Xue Wang
- Department of Infectious Diseases and Hepatic Disease, the First People's Hospital of Yunnan Province, Kunming 650032, Yunnan, China; Department of Infectious Diseases and Hepatic Disease, the Affiliated Hospital of Kunming University of Science and Technology, Kunming 650032, Yunnan, China
| | - Meng-Yue Li
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming 650500, Yunnan, China
| | - Xue-Rong Chen
- Obstetrics Department, Yan'an Affiliated Hospital of Kunming Medical University, Kunming 650051, Yunnan, China
| | - Hai-Yun Meng
- Obstetrics Department, Yan'an Affiliated Hospital of Kunming Medical University, Kunming 650051, Yunnan, China
| | - Ran Shen
- Obstetrics Department, Yan'an Affiliated Hospital of Kunming Medical University, Kunming 650051, Yunnan, China
| | - Shi-Yi Sun
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming 650500, Yunnan, China
| | - Yi-Yong Luo
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming 650500, Yunnan, China
| | - En Yang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming 650500, Yunnan, China
| | - Jia-Wei Geng
- Department of Infectious Diseases and Hepatic Disease, the First People's Hospital of Yunnan Province, Kunming 650032, Yunnan, China; Department of Infectious Diseases and Hepatic Disease, the Affiliated Hospital of Kunming University of Science and Technology, Kunming 650032, Yunnan, China.
| | - Xiao-Ran Li
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming 650500, Yunnan, China.
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8
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Martínez-Porchas M, Vargas-Albores F. An efficient strategy using k-mers to analyse 16S rRNA sequences. Heliyon 2017; 3:e00370. [PMID: 28795166 PMCID: PMC5537200 DOI: 10.1016/j.heliyon.2017.e00370] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Revised: 07/11/2017] [Accepted: 07/21/2017] [Indexed: 11/28/2022] Open
Abstract
The use of k-mers has been a successful strategy for improving metagenomics studies, including taxonomic classifications, or de novo assemblies, and can be used to obtain sequences of interest from the available databases. The aim of this manuscript was to propose a simple but efficient strategy to generate k-mers and to use them to obtain and analyse in silico 16S rRNA sequence fragments. A total of 513,309 bacterial sequences contained in the SILVA database were considered for the study, and homemade PHP scripts were used to search for specific nucleotide chains, recover fragments of bacterial sequences, make calculations and organize information. Consensus sequences matching conserved regions were constructed by aligning most of the primers used in the literature. Sequences of k nucleotides (9- to 15-mers) were extracted from the generated primer contigs. Frequency analysis revealed that k-mer size was inversely proportional to the occurrence of k-mers in the different conserved regions, suggesting a stringency relationship; high numbers of duplicate reactions were observed with short k-mers, and a lower proportion of sequences were obtained with large ones, with the best results obtained using 12-mers. Using 12-mers with the proposed method to obtain and study sequences was found to be a reliable approach for the analysis of 16S rRNA sequences and this strategy may probably be extended to other biomarkers. Furthermore, additional applications such as evaluating the degree of conservation and designing primers and other calculations are proposed as examples.
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Affiliation(s)
| | - Francisco Vargas-Albores
- Centro de Investigación en Alimentación y Desarrollo, A. C. Km 0.6 Carretera a La Victoria. Hermosillo, Sonora, México
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Martinez-Porchas M, Villalpando-Canchola E, Ortiz Suarez LE, Vargas-Albores F. How conserved are the conserved 16S-rRNA regions? PeerJ 2017; 5:e3036. [PMID: 28265511 PMCID: PMC5333541 DOI: 10.7717/peerj.3036] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Accepted: 01/26/2017] [Indexed: 12/20/2022] Open
Abstract
The 16S rRNA gene has been used as master key for studying prokaryotic diversity in almost every environment. Despite the claim of several researchers to have the best universal primers, the reality is that no primer has been demonstrated to be truly universal. This suggests that conserved regions of the gene may not be as conserved as expected. The aim of this study was to evaluate the conservation degree of the so-called conserved regions flanking the hypervariable regions of the 16S rRNA gene. Data contained in SILVA database (release 123) were used for the study. Primers reported as matches of each conserved region were assembled to form contigs; sequences sizing 12 nucleotides (12-mers) were extracted from these contigs and searched into the entire set of SILVA sequences. Frequency analysis shown that extreme regions, 1 and 10, registered the lowest frequencies. 12-mer frequencies revealed segments of contigs that were not as conserved as expected (≤90%). Fragments corresponding to the primer contigs 3, 4, 5b and 6a were recovered from all sequences in SILVA database. Nucleotide frequency analysis in each consensus demonstrated that only a small fraction of these so-called conserved regions is truly conserved in non-redundant sequences. It could be concluded that conserved regions of the 16S rRNA gene exhibit considerable variation that has to be considered when using this gene as biomarker.
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10
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Hotterbeekx A, Xavier BB, Bielen K, Lammens C, Moons P, Schepens T, Ieven M, Jorens PG, Goossens H, Kumar-Singh S, Malhotra-Kumar S. The endotracheal tube microbiome associated with Pseudomonas aeruginosa or Staphylococcus epidermidis. Sci Rep 2016; 6:36507. [PMID: 27812037 PMCID: PMC5095667 DOI: 10.1038/srep36507] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Accepted: 10/13/2016] [Indexed: 12/18/2022] Open
Abstract
Ventilator-associated pneumonia (VAP) is one of the commonest hospital-acquired infections associated with high mortality. VAP pathogenesis is closely linked to organisms colonizing the endotracheal tube (ETT) such as Staphylococcus epidermidis and Pseudomonas aeruginosa, the former a common commensal with pathogenic potential and the latter a known VAP pathogen. However, recent gut microbiome studies show that pathogens rarely function alone. Hence, we determined the ETT microbial consortium co-colonizing with S. epidermidis or P. aeruginosa to understand its importance in the development of VAP and for patient prognosis. Using bacterial 16S rRNA and fungal ITS-II sequencing on ETT biomass showing presence of P. aeruginosa and/or S. epidermidis on culture, we found that presence of P. aeruginosa correlated inversely with patient survival and with bacterial species diversity. A decision tree, using 16S rRNA and patient parameters, to predict patient survival was generated. Patients with a relative abundance of Pseudomonadaceae <4.6% and of Staphylococcaceae <70.8% had the highest chance of survival. When Pseudomonadaceae were >4.6%, age of patient <66.5 years was the most important predictor of patient survival. These data indicate that the composition of the ETT microbiome correlates with patient prognosis, and presence of P. aeruginosa is an important predictor of patient outcome.
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Affiliation(s)
- An Hotterbeekx
- Laboratory of Medical Microbiology, University of Antwerp, Wilrijk, Belgium.,Vaccine &Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium.,University of Antwerp, Wilrijk, Belgium
| | - Basil B Xavier
- Laboratory of Medical Microbiology, University of Antwerp, Wilrijk, Belgium.,Vaccine &Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium.,University of Antwerp, Wilrijk, Belgium
| | - Kenny Bielen
- Laboratory of Medical Microbiology, University of Antwerp, Wilrijk, Belgium.,University of Antwerp, Wilrijk, Belgium.,Molecular Pathology group, Cell Biology and Histology, University of Antwerp, Wilrijk, Belgium
| | - Christine Lammens
- Laboratory of Medical Microbiology, University of Antwerp, Wilrijk, Belgium.,Vaccine &Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium.,University of Antwerp, Wilrijk, Belgium
| | - Pieter Moons
- Laboratory of Medical Microbiology, University of Antwerp, Wilrijk, Belgium.,Vaccine &Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium.,University of Antwerp, Wilrijk, Belgium
| | - Tom Schepens
- Critical Care Unit, Antwerp University Hospital, Edegem, Belgium.,Antwerp University Hospital, Edegem, Belgium
| | - Margareta Ieven
- Laboratory of Medical Microbiology, University of Antwerp, Wilrijk, Belgium.,Vaccine &Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium.,University of Antwerp, Wilrijk, Belgium.,Antwerp University Hospital, Edegem, Belgium
| | - Philippe G Jorens
- University of Antwerp, Wilrijk, Belgium.,Critical Care Unit, Antwerp University Hospital, Edegem, Belgium.,Antwerp University Hospital, Edegem, Belgium
| | - Herman Goossens
- Laboratory of Medical Microbiology, University of Antwerp, Wilrijk, Belgium.,Vaccine &Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium.,University of Antwerp, Wilrijk, Belgium.,Antwerp University Hospital, Edegem, Belgium
| | - Samir Kumar-Singh
- Laboratory of Medical Microbiology, University of Antwerp, Wilrijk, Belgium.,University of Antwerp, Wilrijk, Belgium.,Molecular Pathology group, Cell Biology and Histology, University of Antwerp, Wilrijk, Belgium
| | - Surbhi Malhotra-Kumar
- Laboratory of Medical Microbiology, University of Antwerp, Wilrijk, Belgium.,Vaccine &Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium.,University of Antwerp, Wilrijk, Belgium
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11
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Abstract
The recent era of exploring the human microbiome has provided valuable information on microbial inhabitants, beneficials and pathogens. Screening efforts based on DNA sequencing identified thousands of bacterial lineages associated with human skin but provided only incomplete and crude information on Archaea. Here, we report for the first time the quantification and visualization of Archaea from human skin. Based on 16 S rRNA gene copies Archaea comprised up to 4.2% of the prokaryotic skin microbiome. Most of the gene signatures analyzed belonged to the Thaumarchaeota, a group of Archaea we also found in hospitals and clean room facilities. The metabolic potential for ammonia oxidation of the skin-associated Archaea was supported by the successful detection of thaumarchaeal amoA genes in human skin samples. However, the activity and possible interaction with human epithelial cells of these associated Archaea remains an open question. Nevertheless, in this study we provide evidence that Archaea are part of the human skin microbiome and discuss their potential for ammonia turnover on human skin.
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Affiliation(s)
- Alexander J. Probst
- Institute for Microbiology and Archaea Center, University of Regensburg, Regensburg, Germany
| | - Anna K. Auerbach
- Institute for Microbiology and Archaea Center, University of Regensburg, Regensburg, Germany
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12
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Zhou L, Li H, Zhang Y, Han S, Xu H. Development of genus-specific primers for better understanding the diversity and population structure of Sphingomonas in soils. J Basic Microbiol 2013; 54:880-8. [PMID: 23686867 DOI: 10.1002/jobm.201200679] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2012] [Accepted: 02/03/2013] [Indexed: 11/06/2022]
Abstract
Genus Sphingomonas has received increasing attentions due to its somewhat unique metabolic versatilities in the contaminated environment. However, due to the lack of genus-specific primers, the ecological significance of Sphingomonas in polluted soils has been rarely documented by 16S rDNA finger-printing methods. In this study, three genus-specific primer sets targeted at the 16S rRNA gene of Sphingomonas were developed and their specificities were tested with four contaminated soils from Shenfu petroleum-wastewater irrigation zone by constructing clone libraries, amplified ribosomal DNA restriction analysis (ARDRA) and sequencing the represented ARDRA patterns. Meanwhile, the newly designed primer sets and a previously reported primer set were compared, and the results showed that the newly developed primer set SA/429f-933r could detect a larger spectrum (90%) of Sphingomonas strains with higher specificity. Despite the superiority of primer set SA/429f-933r in specifically detecting Sphingomonas from contaminated soils, we cannot blink the fact that different primer sets preferentially amplified different dominant species. Therefore, two or more primer sets are recommended for evaluating the diversity and population structure of genus Sphingomonas. Additionally, a proportion (9.7%) of the cloned sequences discovered in this study were different from known Sphingomonas sequences, suggesting that new Sphingomonas sequences might present in soils from Shenfu irrigation zone.
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Affiliation(s)
- Lisha Zhou
- Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
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13
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Mao DP, Zhou Q, Chen CY, Quan ZX. Coverage evaluation of universal bacterial primers using the metagenomic datasets. BMC Microbiol 2012; 12:66. [PMID: 22554309 PMCID: PMC3445835 DOI: 10.1186/1471-2180-12-66] [Citation(s) in RCA: 113] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2011] [Accepted: 05/03/2012] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND The coverage of universal primers for the bacterial 16S rRNA gene plays a crucial role in the correct understanding of microbial community structure. However, existing studies on primer coverage are limited by the lack of appropriate databases and are restricted to the domain level. Additionally, most studies do not account for the positional effect of single primer-template mismatches. In this study, we used 7 metagenomic datasets as well as the Ribosomal Database Project (RDP) to assess the coverage of 8 widely used bacterial primers. RESULTS The coverage rates for bacterial primers were found to be overestimated by previous studies that only investigated the RDP because of PCR amplification bias in the sequence composition of the dataset. In the RDP, the non-coverage rates for all primers except 27F were ≪6%, while in the metagenomic datasets, most were ≫10%. If one considers that a single mismatch near the 3' end of the primer might greatly reduce PCR efficiency, then some phylum non-coverage rates would change by more than 20%. Primer binding-site sequence variants that could not pair with their corresponding primers are discussed. CONCLUSIONS Our study revealed the potential bias introduced by the use of universal bacterial primers in the assessment of microbial communities. With the development of high-throughput, next-generation sequencing techniques, it will become feasible to sequence more of the hypervariable regions of the bacterial 16S rRNA gene. This, in turn, will lead to the more frequent use of the primers discussed here.
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Affiliation(s)
- Dan-Ping Mao
- Department of Microbiology and Microbial Engineering, School of Life Sciences, Fudan University, Shanghai 200433, China
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14
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Narasingarao P, Podell S, Ugalde JA, Brochier-Armanet C, Emerson JB, Brocks JJ, Heidelberg KB, Banfield JF, Allen EE. De novo metagenomic assembly reveals abundant novel major lineage of Archaea in hypersaline microbial communities. ISME JOURNAL 2011; 6:81-93. [PMID: 21716304 DOI: 10.1038/ismej.2011.78] [Citation(s) in RCA: 243] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
This study describes reconstruction of two highly unusual archaeal genomes by de novo metagenomic assembly of multiple, deeply sequenced libraries from surface waters of Lake Tyrrell (LT), a hypersaline lake in NW Victoria, Australia. Lineage-specific probes were designed using the assembled genomes to visualize these novel archaea, which were highly abundant in the 0.1-0.8 μm size fraction of lake water samples. Gene content and inferred metabolic capabilities were highly dissimilar to all previously identified hypersaline microbial species. Distinctive characteristics included unique amino acid composition, absence of Gvp gas vesicle proteins, atypical archaeal metabolic pathways and unusually small cell size (approximately 0.6 μm diameter). Multi-locus phylogenetic analyses demonstrated that these organisms belong to a new major euryarchaeal lineage, distantly related to halophilic archaea of class Halobacteria. Consistent with these findings, we propose creation of a new archaeal class, provisionally named 'Nanohaloarchaea'. In addition to their high abundance in LT surface waters, we report the prevalence of Nanohaloarchaea in other hypersaline environments worldwide. The simultaneous discovery and genome sequencing of a novel yet ubiquitous lineage of uncultivated microorganisms demonstrates that even historically well-characterized environments can reveal unexpected diversity when analyzed by metagenomics, and advances our understanding of the ecology of hypersaline environments and the evolutionary history of the archaea.
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Affiliation(s)
- Priya Narasingarao
- Marine Biology Research Division, Scripps Institution of Oceanography, University of California, San Diego, La Jolla, CA, USA
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15
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Gantner S, Andersson AF, Alonso-Sáez L, Bertilsson S. Novel primers for 16S rRNA-based archaeal community analyses in environmental samples. J Microbiol Methods 2010; 84:12-8. [PMID: 20940022 DOI: 10.1016/j.mimet.2010.10.001] [Citation(s) in RCA: 170] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2010] [Revised: 09/30/2010] [Accepted: 10/01/2010] [Indexed: 11/30/2022]
Abstract
Next generation sequencing technologies for in depth analyses of complex microbial communities rely on rational primer design based on up-to-date reference databases. Most of the 16S rRNA-gene based analyses of environmental Archaea community composition use PCR primers developed from small data sets several years ago, making an update long overdue. Here we present a new set of archaeal primers targeting the 16S rRNA gene designed from 8500 aligned archaeal sequences in the SILVA database. The primers 340F-1000R showed a high archaeal specificity (<1% bacteria amplification) covering 93 and 97% of available sequences for Crenarchaeota and Euryarchaeota respectively. In silico tests of the primers revealed at least 38% higher coverage for Archaea compared to other commonly used primers. Empirical tests with clone libraries confirmed the high specificity of the primer pair to Archaea in three biomes: surface waters in the Arctic Ocean, the pelagic zone of a temperate lake and a methanogenic bioreactor. The clone libraries featured both Euryarchaeota and Crenarchaeota in variable proportions and revealed dramatic differences in the archaeal community composition and minimal phylogenetic overlap between samples.
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Affiliation(s)
- Stephan Gantner
- Department of Ecology & Genetics, Limnology, Uppsala University, Norbyvägen 18D, SE-75236 Uppsala, Sweden
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16
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Stott MB, Saito JA, Crowe MA, Dunfield PF, Hou S, Nakasone E, Daughney CJ, Smirnova AV, Mountain BW, Takai K, Alam M. Culture-independent characterization of a novel microbial community at a hydrothermal vent at Brothers volcano, Kermadec arc, New Zealand. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jb005477] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- M. B. Stott
- GNS Science, Extremophile Research Group; Taupo New Zealand
| | - J. A. Saito
- Department of Microbiology; University of Hawaii; Honolulu Hawaii USA
| | - M. A. Crowe
- GNS Science, Extremophile Research Group; Taupo New Zealand
| | - P. F. Dunfield
- GNS Science, Extremophile Research Group; Taupo New Zealand
| | - S. Hou
- Department of Microbiology; University of Hawaii; Honolulu Hawaii USA
| | - E. Nakasone
- Department of Microbiology; University of Hawaii; Honolulu Hawaii USA
| | - C. J. Daughney
- GNS Science, Extremophile Research Group; Taupo New Zealand
| | - A. V. Smirnova
- GNS Science, Extremophile Research Group; Taupo New Zealand
| | - B. W. Mountain
- GNS Science, Extremophile Research Group; Taupo New Zealand
| | - K. Takai
- Subground Animalcule Retrieval Program; Japan Agency for Marine-Earth Science and Technology; Yokosuka Japan
| | - M. Alam
- Department of Microbiology; University of Hawaii; Honolulu Hawaii USA
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17
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Ahn CH, Park HD, Lee YO, Park JK. Appearance of novel G-bacteria belonging to acidobacteria in a dairy wastewater treatment plant. ENVIRONMENTAL TECHNOLOGY 2008; 29:497-504. [PMID: 18661733 DOI: 10.1080/09593330801984530] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
A dairy wastewater treatment plant operates a sequencing batch reactor (SBR) and stimulates enhanced biological phosphorus removal (EBPR) process with alternating anaerobic and aerobic cycles. Occasionally, the plant suffers from a high suspended solids problem in the supernatant. Interestingly, the occurrence of high suspended solids coincided with times when the EBPR process failed to remove phosphorus. To find out if there was a relationship between the EBPR failure and the high suspended solids problem, effluent samples were collected from the site during the period of poor phosphorus removal and examined microscopically. It was found that cocci-shaped bacteria (3-4 microm in diameter) were abundant in the effluent samples and they were clustered in tetrads. These were believed to be G-bacteria and results of both Gram and Neisser staining tests were negative, suggesting that they had few intracellular polyphosphate granules. Using polymerase chain reaction (PCR), cloning and deoxyribonucleic acid (DNA) sequence analysis, the phylogenetic information of in situ G-bacteria was obtained. It was found that all of the recovered clones were clustered in the phylum of Acidobacteria.
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MESH Headings
- DNA, Bacterial/chemistry
- DNA, Bacterial/genetics
- Dairying
- Microscopy, Electron, Scanning
- Microscopy, Phase-Contrast
- Phosphorus/metabolism
- Phylogeny
- Polymerase Chain Reaction
- Proteobacteria/genetics
- Proteobacteria/growth & development
- Proteobacteria/isolation & purification
- Proteobacteria/metabolism
- RNA, Ribosomal, 16S/chemistry
- RNA, Ribosomal, 16S/genetics
- Waste Disposal, Fluid/methods
- Water Pollutants, Chemical/metabolism
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Affiliation(s)
- C H Ahn
- Department of Civil and Environmental Engineering, University of Wisconsin, Madison, Wisconsin, 53706, USA
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18
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Manter DK, Vivanco JM. Use of the ITS primers, ITS1F and ITS4, to characterize fungal abundance and diversity in mixed-template samples by qPCR and length heterogeneity analysis. J Microbiol Methods 2007; 71:7-14. [PMID: 17683818 DOI: 10.1016/j.mimet.2007.06.016] [Citation(s) in RCA: 143] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2007] [Revised: 06/25/2007] [Accepted: 06/25/2007] [Indexed: 11/28/2022]
Abstract
Molecular-based approaches to assess microbial biomass and diversity from soil and other ecosystems are rapidly becoming the standard methodology for analysis. While these techniques are advantageous, because they do not rely on the need to culture organisms, each technique may have its own biases and/or limitations when used to assess fungal diversity from mixed-template samples. In this study, we analyzed PCR specificity and efficiency of the ITS primers (ITS1F and ITS4) in a series of single- and mixed-template samples using a combined quantitative PCR-length heterogeneity analysis (LH-qPCR) approach. As expected, these primers successfully amplified all higher fungal species tested (10 ascomycetes, 6 basidiomycetes, and 4 zygomycetes) and no members of the oomycetes. Based on our results, and a search of the GenBank database, amplicons of the ITS1F and ITS4 primer set exhibit considerable variability (420 to 825 bp), but due to similarities in amplicon sizes of some fungal species, actual species diversity in environmental samples may be underestimated approximately two-fold. The addition of an initial qPCR step allowed for the accurate quantitation of total fungal DNA in mixed-template samples over five orders of magnitude (10(-)(1) to 10(3) pg microl(-)(1)). PCR biases between individuals in mixed-templates rendered it impossible to determine the absolute quantity of any individual within a population from its individual peak height. However, relative changes in individuals within a mixed-template sample could be determined due to a constant proportionality between peak heights and starting template concentration. Variability associated with the individual steps of the LH-qPCR analysis was also determined from environmental samples.
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Affiliation(s)
- Daniel K Manter
- USDA-ARS, Soil-Plant-Nutrient Research Unit, Ft. Collins, CO, United States.
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19
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Collins G, Kavanagh S, McHugh S, Connaughton S, Kearney A, Rice O, Carrigg C, Scully C, Bhreathnach N, Mahony T, Madden P, Enright AM, O'flaherty V. Accessing the black box of microbial diversity and ecophysiology: recent advances through polyphasic experiments. JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH. PART A, TOXIC/HAZARDOUS SUBSTANCES & ENVIRONMENTAL ENGINEERING 2006; 41:897-922. [PMID: 16702066 DOI: 10.1080/10934520600614546] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
The microbial ecology of a range of anaerobic biological assemblages (granular sludge) from full- and laboratory-scale wastewater treatment bioreactors, and of crop-growing and peat soils, was determined using a variety of 16S rRNA gene-based techniques, including clone library, terminal restriction fragment length polymorphism (TRFLP) and denaturing gradient gel electrophoresis (DGGE) analyses. Fluorescent in situ hybridization (FISH) using 16S rRNA gene-targeted probes was employed to complete a "full-cycle rRNA approach" with selected biomass. Genetic fingerprinting (TRFLP and DGGE) was effectively used to elucidate community structure-crop relationships, and to detect and monitor trends in bioreactor sludge and specific enrichment cultures of peat soil. Greater diversity was resolved within bacterial than within archaeal communities, and unexpected reservoirs of uncultured Crenarchaeota were detected in sludge granules. Advanced radiotracer incubations and micro-beta imaging were employed in conjunction with FISH to elucidate the eco-functionalism of these organisms. Crenarchaeota clusters were identified in close associated with methanogenic Archaea and both were localised with acetate uptake in biofilm structure.
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MESH Headings
- Archaea/classification
- Archaea/genetics
- Archaea/isolation & purification
- Archaea/metabolism
- Bacteria/classification
- Bacteria/genetics
- Bacteria/isolation & purification
- Bacteria/metabolism
- Base Sequence
- Biofilms
- Biomass
- Bioreactors/microbiology
- Crenarchaeota/genetics
- Crenarchaeota/isolation & purification
- Crenarchaeota/metabolism
- DNA, Archaeal/analysis
- DNA, Archaeal/genetics
- DNA, Bacterial/analysis
- DNA, Bacterial/genetics
- Ecosystem
- Electrophoresis, Agar Gel
- Methane/chemistry
- Methane/metabolism
- Phylogeny
- RNA, Ribosomal, 16S/analysis
- RNA, Ribosomal, 16S/genetics
- Sewage/microbiology
- Soil Microbiology
- Waste Disposal, Fluid/methods
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Affiliation(s)
- Gavin Collins
- Microbial Ecology Laboratory, Department of Microbiology and Environmental Change Institute (ECI), National University of Ireland, Galway (NUI, Galway), University Road, Galway, Ireland
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20
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Kanagawa T. Bias and artifacts in multitemplate polymerase chain reactions (PCR). J Biosci Bioeng 2005; 96:317-23. [PMID: 16233530 DOI: 10.1016/s1389-1723(03)90130-7] [Citation(s) in RCA: 346] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2003] [Accepted: 07/02/2003] [Indexed: 10/26/2022]
Abstract
Polymerase chain reaction (PCR) is often used for the amplification of a mixture of homologous genes. PCR bias and artifact formation can occur in multitemplate PCR, and provide incorrect information on the abundance and diversity of genes. PCR bias and artifact formation occur at a higher rate during the last few cycles of the reaction, and therefore can be avoided by stopping the PCR earlier.
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Affiliation(s)
- Takahiro Kanagawa
- Institute for Biological Resources and Functions, National Institute of Advanced Industrial Science and Technology, Central 6, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566, Japan.
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21
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Burns DG, Camakaris HM, Janssen PH, Dyall-Smith ML. Combined use of cultivation-dependent and cultivation-independent methods indicates that members of most haloarchaeal groups in an Australian crystallizer pond are cultivable. Appl Environ Microbiol 2004; 70:5258-65. [PMID: 15345408 PMCID: PMC520848 DOI: 10.1128/aem.70.9.5258-5265.2004] [Citation(s) in RCA: 124] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Haloarchaea are the dominant microbial flora in hypersaline waters with near-saturating salt levels. The haloarchaeal diversity of an Australian saltern crystallizer pond was examined by use of a library of PCR-amplified 16S rRNA genes and by cultivation. High viable counts (10(6) CFU/ml) were obtained on solid media. Long incubation times (> or =8 weeks) appeared to be more important than the medium composition for maximizing viable counts and diversity. Of 66 isolates examined, all belonged to the family Halobacteriaceae, including members related to species of the genera Haloferax, Halorubrum, and Natronomonas. In addition, isolates belonging to a novel group (the ADL group), previously detected only as 16S rRNA genes in an Antarctic hypersaline lake (Deep Lake), were cultivated for the first time. The 16S rRNA gene library identified the following five main groups: Halorubrum groups 1 and 2 (49%), the SHOW (square haloarchaea of Walsby) group (33%), the ADL group (16%), and the Natronomonas group (2%). There were two significant differences between the organisms detected in cultivation and 16S rRNA sequence results. Firstly, Haloferax spp. were frequently isolated on plates (15% of all isolates) but were not detected in the 16S rRNA sequences. Control experiments indicated that a bias against Haloferax sequences in the generation of the 16S rRNA gene library was unlikely, suggesting that Haloferax spp. readily form colonies, even though they were not a dominant group. Secondly, while the 16S rRNA gene library identified the SHOW group as a major component of the microbial community, no isolates of this group were obtained. This inability to culture members of the SHOW group remains an outstanding problem in studying the ecology of hypersaline environments.
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Affiliation(s)
- D G Burns
- Department of Microbiology and Immunology, University of Melbourne, Parkville, Victoria 3010, Australia.
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22
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Baker GC, Smith JJ, Cowan DA. Review and re-analysis of domain-specific 16S primers. J Microbiol Methods 2004; 55:541-55. [PMID: 14607398 DOI: 10.1016/j.mimet.2003.08.009] [Citation(s) in RCA: 1196] [Impact Index Per Article: 57.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The Polymerase Chain Reaction (PCR) has facilitated the detection of unculturable microorganisms in virtually any environmental source and has thus been used extensively in the assessment of environmental microbial diversity. This technique relies on the assumption that the gene sequences present in the environment are complementary to the "universal" primers used in their amplification. The recent discovery of new taxa with 16S rDNA sequences not complementary to standard universal primers suggests that current 16S rDNA libraries are not representative of true prokaryotic biodiversity. Here we re-assess the specificity of commonly used 16S rRNA gene primers and present these data in tabular form designed as a tool to aid simple analysis, selection and implementation. In addition, we present two new primer pairs specifically designed for effective "universal" Archaeal 16S rDNA sequence amplification. These primers are found to amplify sequences from Crenarchaeote and Euryarchaeote type strains and environmental DNA.
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Affiliation(s)
- G C Baker
- Department of Biotechnology, University of the Western Cape, Bellville 7335, Cape Town, South Africa
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23
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KANAGAWA TAKAHIRO. Bias and Artifacts in Multitemplate Polymerase Chain Reactions(PCR). J Biosci Bioeng 2003. [DOI: 10.1263/jbb.96.317] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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24
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Lueders T, Friedrich MW. Evaluation of PCR amplification bias by terminal restriction fragment length polymorphism analysis of small-subunit rRNA and mcrA genes by using defined template mixtures of methanogenic pure cultures and soil DNA extracts. Appl Environ Microbiol 2003; 69:320-6. [PMID: 12514011 PMCID: PMC152431 DOI: 10.1128/aem.69.1.320-326.2003] [Citation(s) in RCA: 273] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Terminal restriction fragment length polymorphism (T-RFLP) analysis is a widely used method for profiling microbial community structure in different habitats by targeting small-subunit (SSU) rRNA and also functional marker genes. It is not known, however, whether relative gene frequencies of individual community members are adequately represented in post-PCR amplicon frequencies as shown by T-RFLP. In this study, precisely defined artificial template mixtures containing genomic DNA of four different methanogens in various ratios were prepared for subsequent T-RFLP analysis. PCR amplicons were generated from defined mixtures targeting not only the SSU rRNA but also the methyl-coenzyme M reductase (mcrA/mrtA) genes of methanogens. Relative amplicon frequencies of microorganisms were quantified by comparing fluorescence intensities of characteristic terminal restriction fragments. SSU ribosomal DNA (rDNA) template ratios in defined template mixtures of the four-membered community were recovered absolutely by PCR-T-RFLP analysis, which demonstrates that the T-RFLP analysis evaluated can give a quantitative view of the template pool. SSU rDNA-targeted T-RFLP analysis of a natural community was found to be highly reproducible, independent of PCR annealing temperature, and unaffected by increasing PCR cycle numbers. Ratios of mcrA-targeted T-RFLP analysis were biased, most likely by PCR selection due to the degeneracy of the primers used. Consequently, for microbial community analyses, each primer system used should be evaluated carefully for possible PCR bias. In fact, such bias can be detected by using T-RFLP analysis as a tool for the precise quantification of the PCR product pool.
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Affiliation(s)
- Tillmann Lueders
- Max-Planck-Institut für Terrestrische Mikrobiologie, D-35043 Marburg, Germany
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Zhang YC, Ronimus RS, Turner N, Zhang Y, Morgan HW. Enumeration of thermophilic Bacillus species in composts and identification with a Random Amplification Polymorphic DNA (RAPD) protocol. Syst Appl Microbiol 2002; 25:618-26. [PMID: 12583723 DOI: 10.1078/07232020260517760] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The thermophilic microbial flora of general garden and domestic wastes composts, derived from thermogenic, post-thermogenic and maturation phases, was analysed using spore and total plate counts in combination with an optimised RAPD protocol. A total of 459 isolates were recovered obtained at 55 degrees C, and another 56 at 70 degrees C using tryptic soy-starch agar plates, with near-equal numbers being derived from total plate counts or spore preparations. The isolates were obtained from 11 compost samples and were assigned to eighteen different RAPD fingerprint types, with 76.1% of these ultimately being positively assigned by their RAPD profiles to just 2 species including Bacillus thermodenitrificans and B. licheniformis. Viable cell numbers ranged from 1.4 to 150 x 10(6) colony forming units per gram compost (wet weight), with the highest two counts being from 2 week and 4 week old compost samples with temperatures of 70 degrees C and 55 degrees C, respectively. B. thermodenitrificans was a dominant isolate (representing more than 50% of isolates from total plate counts) in 7 of the 11 individual compost total plate count samples between 30 degrees C to 73 degrees C, and accounted for 68.9% of all isolates overall. Another relatively common Bacillus species that was identified with RAPDs in significant numbers included B. licheniformis (7.2% of all isolates and dominant isolate in 1 sample). Three other relatively common RAPD profiles could not be identified by comparison with known species in a RAPD profile database but were tentatively identified using 16S rDNA sequence comparisons. These were B. sporothermodurans (4.9% of all isolates and dominant in 1 sample), B. thermosphaericus (7.4% and dominant in 1 sample) and Terrabacter tumescens (5.0%). Overall, based on the vegetative and spore count results and the subsequent RAPD-based identification, the data strongly support a significant role for B. thermodenitrificans in the composting process, and casts doubt on the notion that B. stearothermophilus sensu strictu (DSMZ 22) is a prominent member within compost ecology.
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Affiliation(s)
- Yunqiao C Zhang
- Thermophile Research Unit, University of Waikato, Hamilton, New Zealand
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26
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López-García P, Moreira D, López-López A, Rodríguez-Valera F. A novel haloarchaeal-related lineage is widely distributed in deep oceanic regions. Environ Microbiol 2001; 3:72-8. [PMID: 11225725 DOI: 10.1046/j.1462-2920.2001.00162.x] [Citation(s) in RCA: 65] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
During our study of the 16S rRNA gene sequence-based archaeal diversity of a deep-sea site located at a 3,000 m depth at the Antarctic Polar Front, we detected several phylotypes ascribed to already known Group II and III Euryarchaeota, and a cluster of distinct sequences that branched off at the base of haloarchaea. The position of this lineage (marine Group IV) was very robust using distance (neighbour-joining) and maximum-likelihood methods. Subsequently, we designed specific primers for the detection of this archaeal group in other marine environments using polymerase chain reaction amplification and sequence comparison. Group IV archaea were found in the Antarctic area (across a gradient from the Southern ocean to the South Atlantic), and also in North Atlantic and Mediterranean waters. In all oceanic locations, Group IV archaea were never detected in surface waters, but were vertically distributed in the deepest part of the water column.
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Affiliation(s)
- P López-García
- División de Microbiología, Facultad de Medicina, Universidad Miguel Hernández, San Juan de Alicante, Spain.
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Takai K, Horikoshi K. Rapid detection and quantification of members of the archaeal community by quantitative PCR using fluorogenic probes. Appl Environ Microbiol 2000; 66:5066-72. [PMID: 11055964 PMCID: PMC92420 DOI: 10.1128/aem.66.11.5066-5072.2000] [Citation(s) in RCA: 535] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We describe a rapid, reproducible, and sensitive method for detection and quantification of archaea in naturally occurring microbial communities. A domain-specific PCR primer set and a domain-specific fluorogenic probe having strong and weak selectivity, respectively, for archaeal rRNA genes (rDNAs) were designed. A universal PCR primer set and a universal fluorogenic probe for both bacterial and archaeal rDNAs were also designed. Using these primers and probes, we demonstrated that detection and quantification of archaeal rDNAs in controlled microbial rDNA assemblages can be successfully achieved. The system which we designed was also able to detect and quantify archaeal rDNAs in DNA samples obtained not only from environments in which thermophilic archaea are abundant but also from environments in which methanogenic archaea are abundant. Our findings indicate that this method is applicable to culture-independent molecular analysis of microbial communities in various environments.
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Affiliation(s)
- K Takai
- Deep-sea Microorganisms Research Group, Japan Marine Science & Technology Center, Yokosuka 237-0061, Japan.
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28
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Urakawa H, Yoshida T, Nishimura M, Ohwada K. Characterization of depth-related population variation in microbial communities of a coastal marine sediment using 16S rDNA-based approaches and quinone profiling. Environ Microbiol 2000; 2:542-54. [PMID: 11233162 DOI: 10.1046/j.1462-2920.2000.00137.x] [Citation(s) in RCA: 108] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Depth-related changes in whole-community structure were evaluated in a coastal marine sediment using a molecular fingerprinting method, terminal restriction fragment length polymorphism (T-RFLP) analysis, and a chemotaxonomic technique (quinone profiling). Dendrograms derived from both T-RFLP analysis and quinone profiling indicated a significant variation in microbial community structure between the 0-2 cm layer and deeper layers. This corresponded to the dramatic change in the redox potential, acid-volatile sulphide-sulphur and bacterial numbers observed at 0-2 cm and 2-4 cm depths. A significant change in the number of terminal restriction fragments (T-RFs) was also detected at this transition depth. However, the change in major T-RFs with depth was not seen in electropherograms. The population changes were primarily variations in minor ribotypes. Most quinone homologues were detected at all depths, although the quinone composition changed with depth. Therefore, quinone profiling also suggested that the depth-related variation was primarily attributable to minor bacterial groups rather than change in the major population structure. 16S rDNA clone library analysis revealed that clones belonging to the genera Vibrio and Serratia predominated as major bacterial groups at all depths. Our data suggested that the sediment community might result from sedimentation effects of sinking particles. Overall, our results demonstrated that the combined methods of T-RFLP analysis and quinone profiling were effective for assessing depth-related microbial populations.
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Affiliation(s)
- H Urakawa
- Ocean Research Institute, University of Tokyo, Japan
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