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Han Z, Hu Y, Lin X, Cheng H, Dong B, Liu X, Wu B, Xu ZZ. Systematic analyses uncover robust salivary microbial signatures and host-microbiome perturbations in oral squamous cell carcinoma. mSystems 2025; 10:e0124724. [PMID: 39873508 PMCID: PMC11834404 DOI: 10.1128/msystems.01247-24] [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: 09/21/2024] [Accepted: 12/06/2024] [Indexed: 01/30/2025] Open
Abstract
Oral squamous cell carcinoma (OSCC) is a prevalent malignancy in the oral-maxillofacial region with a poor prognosis. Oral microbiomes play a potential role in the pathogenesis of this disease. However, findings from individual studies have been inconsistent, and a comprehensive understanding of OSCC-associated microbiome dysbiosis remains elusive. Here, we conducted a large-scale meta-analysis by integrating 11 publicly available data sets comprising salivary microbiome profiles of OSCC patients and healthy controls. After correcting for batch effects, we observed significantly elevated alpha diversity and distinct beta-diversity patterns in the OSCC salivary microbiome compared to healthy controls. Leveraging random effects models, we identified robust microbial signatures associated with OSCC across data sets, including enrichment of taxa such as Streptococcus, Lactobacillus, Prevotella, Bulleidia moorei, and Haemophilus in OSCC samples. The machine learning models constructed from these microbial markers accurately predicted OSCC status, highlighting their potential as non-invasive diagnostic biomarkers. Intriguingly, our analyses revealed that the age- and gender-associated signatures in normal saliva microbiome were disrupted in the OSCC, suggesting perturbations in the intricate host-microbe interactions. Collectively, our findings uncovered complex alterations in the oral microbiome in OSCC, providing novel insights into disease etiology and paving the way for microbiome-based diagnostic and therapeutic strategies. Given that the salivary microbiome can reflect the overall health status of the host and that saliva sampling is a safe, non-invasive approach, it may be worthwhile to conduct broader screening of the salivary microbiome in high-risk OSCC populations as implications for early detection. IMPORTANCE The oral cavity hosts a diverse microbial community that plays a crucial role in systemic and oral health. Accumulated research has investigated significant differences in the saliva microbiota associated with oral cancer, suggesting that microbiome dysbiosis may contribute to the pathogenesis of oral squamous cell carcinoma (OSCC). However, the specific microbial alterations linked to OSCC remain controversial. This meta-analysis reveals robust salivary microbiome alterations. Machine learning models using differential operational taxonomic units accurately predicted OSCC status, highlighting the potential of the salivary microbiome as a non-invasive diagnostic biomarker. Interestingly, age- and gender-associated signatures in the normal salivary microbiome were disrupted in OSCC, suggesting perturbations in host-microbe interactions.
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Affiliation(s)
- Zewen Han
- Shenzhen Clinical College of Stomatology, School of Stomatology, Southern Medical University, Shenzhen, Guangdong, China
- Shenzhen Stomatology Hospital (Pingshan) of Southern Medical University, Shenzhen, Guangdong, China
| | - Yichen Hu
- Center of Stomatology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
- JXHC Key Laboratory of Periodontology, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- The Institute of Periodontal Disease, Nanchang University, Nanchang, Jiangxi, China
| | - Xin Lin
- State Key Laboratory of Food Science and Technology, Nanchang University, Nanchang, Jiangxi, China
| | - Hongyu Cheng
- State Key Laboratory of Food Science and Technology, Nanchang University, Nanchang, Jiangxi, China
| | - Biao Dong
- State Key Laboratory of Food Science and Technology, Nanchang University, Nanchang, Jiangxi, China
| | - Xuan Liu
- State Key Laboratory of Food Science and Technology, Nanchang University, Nanchang, Jiangxi, China
| | - Buling Wu
- Shenzhen Clinical College of Stomatology, School of Stomatology, Southern Medical University, Shenzhen, Guangdong, China
- Shenzhen Stomatology Hospital (Pingshan) of Southern Medical University, Shenzhen, Guangdong, China
- Department of Endodontics, Shenzhen Stomatology Hospital (Pingshan) of Southern Medical University, Shenzhen, Guangdong, China
- School of Stomatology, Southern Medical University, Guangzhou, Guangdong, China
| | - Zhenjiang Zech Xu
- State Key Laboratory of Food Science and Technology, Nanchang University, Nanchang, Jiangxi, China
- Stomatology Hospital Pingshan of Southern Medical University, Shenzhen, Guangdong, China
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Hou S, Jiang Y, Zhang F, Cheng T, Zhao D, Yao J, Wen P, Jin L, Huang S. Unveiling early-life microbial colonization profile through characterizing low-biomass maternal-infant microbiomes by 2bRAD-M. Front Microbiol 2025; 16:1521108. [PMID: 39927261 PMCID: PMC11802558 DOI: 10.3389/fmicb.2025.1521108] [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: 11/01/2024] [Accepted: 01/09/2025] [Indexed: 02/11/2025] Open
Abstract
Introduction The microbial composition of human breast milk and infant meconium offers critical insights into the early microbial colonization profile, and it greatly contributes to the infant's immune system and long-term health outcomes. However, analyzing these samples often faces technical challenges and limitations of low-resolution using conventional approaches due to their low microbial biomass. Methods Here, we employed the type IIB restriction enzymes site-associated DNA sequencing for microbiome (2bRAD-M) as a reduced metagenomics method to address these issues and profile species-level microbial composition. We collected breast milk samples, maternal feces, and infant meconium, comparing the results from 2bRAD-M with those from both commonly used 16S rRNA amplicon sequencing and the gold-standard whole metagenomics sequencing (WMS). Results The accuracy and robustness of 2bRAD-M were demonstrated through its consistently high correlation of microbial individual abundance and low whole-community-level distance with the paired WMS samples. Moreover, 2bRAD-M enabled us to identify clinical variables associated with infant microbiota variations and significant changes in microbial diversity across different lactation stages of breast milk. Discussion This study underscores the importance of employing 2bRAD-M in future large-scale and longitudinal studies on maternal and infant microbiomes, thereby enhancing our understanding of microbial colonization in early life stages and demonstrating further translational potential.
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Affiliation(s)
- Shuwen Hou
- Division of Applied Oral Sciences and Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China
| | - Yuesong Jiang
- Division of Applied Oral Sciences and Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China
| | - Feng Zhang
- Division of Stomatology, Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, Shenzhen, China
| | - Tianfan Cheng
- Division of Periodontology and Implant Dentistry, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China
| | - Dan Zhao
- Department of Implant Dentistry, Beijing Stomatological Hospital, Capital Medical University, Beijing, China
| | - Jilong Yao
- Division of Obstetrics and Gynecology, Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, Shenzhen, China
| | - Ping Wen
- Institute of Maternal and Child Medicine, Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, Shenzhen, China
- Shenzhen Key Laboratory of Maternal and Child Health and Diseases, Shenzhen, China
| | - Lijian Jin
- Division of Periodontology and Implant Dentistry, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China
| | - Shi Huang
- Division of Applied Oral Sciences and Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China
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Liang C, Wang Z, Fan L, Wang Y, Zhou Y, Yang X, Lin J, Ye P, Shi W, Huang H, Yan H, Liu L, Qian J. Rapidly quantification of intact infectious H1N1 virus using ICA-qPCR and PMA-qPCR. BIOSAFETY AND HEALTH 2024; 6:327-336. [PMID: 40078983 PMCID: PMC11895024 DOI: 10.1016/j.bsheal.2024.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 11/12/2024] [Accepted: 11/15/2024] [Indexed: 03/14/2025] Open
Abstract
The increase in emerging and reemerging infectious diseases has underscored the need for the prompt monitoring of intact infectious viruses and the quick assessment of their infectivity. However, molecular techniques cannot distinguish between intact infectious and noninfectious viruses. Here, two distinct methodologies have been developed for the expeditious and dependable quantification of intact infectious H1N1 virus, and several experiments have been conducted to substantiate their efficacy. One is an integrated cell absorption quantitative polymerase chain reaction (qPCR) method (ICA-qPCR), and the other is a combined propidium monoazide qPCR method (PMA-qPCR). The quantification limit is 100 cell culture infective dose 50 % (CCID50)/mL in ICA-qPCR following a 1.5-hour cell absorption or 126 CCID50/mL after a 15-minute incubation. For PMA-qPCR, the limit was 2,512 CCID50/mL. The number of genome copies quantified by the ICA-qPCR and PMA-qPCR methods was strongly correlated with the infectious titer determined by the CCID50 assay, thereby enabling the estimation of virus infectivity. The ICA-qPCR and PMA-qPCR methods are both suitable for the identification and quantification of intact infectious H1N1 virus in inactivated samples, wastewater, and biological materials. In conclusion, the ICA-qPCR and PMA-qPCR methods have distinct advantages and disadvantages, and can be used to quantify intact infectious viruses rapidly. These methodologies can facilitate the identification of the presence of intact infectious viruses in wastewater or on pathogen-related physical surfaces in high-level biosafety laboratories and medical facilities. Furthermore, these methodologies can also be utilized to detect other highly pathogenic pathogens.
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Affiliation(s)
- Chudan Liang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Zequn Wang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Linjin Fan
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Yulong Wang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Yuandong Zhou
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Xiaofeng Yang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Jingyan Lin
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Pengfei Ye
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Wendi Shi
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Hongxin Huang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Huijun Yan
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Linna Liu
- Institute of Infectious Disease, Guangzhou Eighth People’s Hospital, Guangzhou Medical University, Guangzhou 510440, China
| | - Jun Qian
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen 514400, China
- Shenzhen Key Laboratory of Pathogenic Microbes and Biosafety, Shenzhen 514400, China
- Guangdong Provincial Highly Pathogenic Microorganism Science Data Center, Guangzhou 510440, China
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Rodríguez-Fuentes ME, Pérez-Sayáns M, Barbeito-Castiñeiras G, Molares-Vila A, Prado-Pena IB, Camolesi GCV, López-López R. Oral specimens as a tool for accurate metagenomic analysis: A pilot study. JOURNAL OF STOMATOLOGY, ORAL AND MAXILLOFACIAL SURGERY 2024; 125:101991. [PMID: 39084558 DOI: 10.1016/j.jormas.2024.101991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Accepted: 07/27/2024] [Indexed: 08/02/2024]
Abstract
OBJECTIVES Acute oral mucosal damage, as well as other inflammatory processes seem to be related to dysbiosis of the oral microbiome. The need to study changes in the oral microbiome led us to hypothesize what type of sample would provide the most representative picture of the entire human oral microbiome. MATERIALS AND METHODS An observational, and cross-sectional study was carried out. Six healthy adult participants provided 3 different sample types each, that included saliva, oral rinse and mucosal biopsy tissue. We performed 16S rRNA sequencing of the V3-V4 region of the 18 samples using Illumina MiSeq technology. RESULTS Participants were 27 ± 6,3 years old. Bacterial alpha diversity was higher in oral rinse samples compared to whole unstimulated saliva and oral mucosa tissue (p = 0,005). However, saliva specimens showed a 56 % relative abundance of identified species followed by a 30 % in oral rinse and only 1 % in tissue samples. CONCLUSIONS This study found differences on oral microbiome composition for each type of sample. Oral rinse should be chosen when higher alpha diversity is needed, whereas whole unstimulated saliva should be more appropriate for larger amount of bacterial DNA. CLINICAL RELEVANCE The results obtained demonstrate the importance of a correct choice of the optimal type of oral sample for microbiome studies due to the differences found in its composition.
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Affiliation(s)
- Manuel Eros Rodríguez-Fuentes
- Faculty of Medicine and Dentistry, Universidade de Santiago de Compostela, c/ Entrerríos s/n, Santiago de Compostela 15782, Spain; Health Research Institute of Santiago de Compostela (IDIS, ORALRES Group), Santiago de Compostela, A Coruña 15706, Spain
| | - Mario Pérez-Sayáns
- Faculty of Medicine and Dentistry, Universidade de Santiago de Compostela, c/ Entrerríos s/n, Santiago de Compostela 15782, Spain; Health Research Institute of Santiago de Compostela (IDIS, ORALRES Group), Santiago de Compostela, A Coruña 15706, Spain.
| | - Gema Barbeito-Castiñeiras
- Microbiology Unit, Complexo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, A Coruña 15706, Spain
| | - Alberto Molares-Vila
- Health Research Institute of Santiago de Compostela (IDIS, ORALRES Group), Santiago de Compostela, A Coruña 15706, Spain; Health Research Institute of Santiago de Compostela (IDIS, RESMET Group, https://resmet.org), Santiago de Compostela, A Coruña 15706, Spain
| | - Irene B Prado-Pena
- Faculty of Medicine and Dentistry, Universidade de Santiago de Compostela, c/ Entrerríos s/n, Santiago de Compostela 15782, Spain
| | - Gisela C V Camolesi
- Faculty of Medicine and Dentistry, Universidade de Santiago de Compostela, c/ Entrerríos s/n, Santiago de Compostela 15782, Spain; Health Research Institute of Santiago de Compostela (IDIS, ORALRES Group), Santiago de Compostela, A Coruña 15706, Spain
| | - Rafael López-López
- Faculty of Medicine and Dentistry, Universidade de Santiago de Compostela, c/ Entrerríos s/n, Santiago de Compostela 15782, Spain; Medical Oncology Unit, Complexo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, A Coruña 15706, Spain
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Daddy Gaoh S, Alusta P, Lee YJ, LiPuma JJ, Hussong D, Marasa B, Ahn Y. A Comparative Metagenomic Analysis of Specified Microorganisms in Groundwater for Non-Sterilized Pharmaceutical Products. Curr Microbiol 2024; 81:273. [PMID: 39017960 PMCID: PMC11255085 DOI: 10.1007/s00284-024-03791-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 06/28/2024] [Indexed: 07/18/2024]
Abstract
In pharmaceutical manufacturing, ensuring product safety involves the detection and identification of microorganisms with human pathogenic potential, including Burkholderia cepacia complex (BCC), Escherichia coli, Pseudomonas aeruginosa, Salmonella enterica, Staphylococcus aureus, Clostridium sporogenes, Candida albicans, and Mycoplasma spp., some of which may be missed or not identified by traditional culture-dependent methods. In this study, we employed a metagenomic approach to detect these taxa, avoiding the limitations of conventional cultivation methods. We assessed the groundwater microbiome's taxonomic and functional features from samples collected at two locations in the spring and summer. All datasets comprised 436-557 genera with Proteobacteria, Bacteroidota, Firmicutes, Actinobacteria, and Cyanobacteria accounting for > 95% of microbial DNA sequences. The aforementioned species constituted less than 18.3% of relative abundance. Escherichia and Salmonella were mainly detected in Hot Springs, relative to Jefferson, while Clostridium and Pseudomonas were mainly found in Jefferson relative to Hot Springs. Multidrug resistance efflux pumps and BlaR1 family regulatory sensor-transducer disambiguation dominated in Hot Springs and in Jefferson. These initial results provide insight into the detection of specified microorganisms and could constitute a framework for the establishment of comprehensive metagenomic analysis for the microbiological evaluation of pharmaceutical-grade water and other non-sterile pharmaceutical products, ensuring public safety.
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Affiliation(s)
- Soumana Daddy Gaoh
- Division of Microbiology, National Center for Toxicological Research, U.S. Food and Drug Administration, 3900 NCTR Road, Jefferson, AR, 72079-9502, USA
| | - Pierre Alusta
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, 72079, USA
| | - Yong-Jin Lee
- Department of Natural Sciences, Albany State University, Albany, GA, 31707, USA
| | - John J LiPuma
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, 48109, USA
| | | | - Bernard Marasa
- Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, 20993, USA
| | - Youngbeom Ahn
- Division of Microbiology, National Center for Toxicological Research, U.S. Food and Drug Administration, 3900 NCTR Road, Jefferson, AR, 72079-9502, USA.
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Sterzenbach T, Neumann V, Trips E, Basche S, Hannig C, Kühne MT. Establishment of a Protocol for Viability qPCR in Dental Hard Tissues. Microorganisms 2024; 12:1400. [PMID: 39065168 PMCID: PMC11278712 DOI: 10.3390/microorganisms12071400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 06/25/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024] Open
Abstract
The aim of the study was to establish a live/dead qPCR with propidium monoazide (PMA) that can quantitatively differentiate between viable/non-viable microorganisms in dental hard tissues. Human premolars (n = 88) were prepared with nickel-titanium instruments and incubated with E. faecalis (21 d). Subsequently, the bacteria in half of the teeth were devitalized by heat inactivation (100 °C, 2 h). The following parameters were tested: PMA concentrations at 0 µmol (control), 50 µmol, 100 µmol, and 200 µmol; PMA incubation times of 30 min and 60 min, and blue light treatment for 30 min and 60 min. The teeth were ground using a cryomill and the bacterial DNA was quantified using qPCR, ANOVA, and p = 0.05. The qPCR of the control group detected a similar number of avital 9.94 × 106 and vital 1.61 × 107 bacterial cells. The use of PMA inhibited the amplification of DNA from non-viable cells during qPCR. As a result, the best detection of avital bacteria was achieved with the following PMA parameters: (concentration, incubation time, blue light treatment) 200-30-30; 5.53 × 104 (avital) and 1.21 × 100.7 (vital). The live/dead qPCR method using PMA treatment is suitable for the differentiation and quantification of viable/non-viable microorganisms in dentin, as well as to evaluate the effectiveness of different preparation procedures and antimicrobial irrigants in other biological hard substances.
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Affiliation(s)
- Torsten Sterzenbach
- Policlinic of Operative Dentistry, Periodontology and Pediatric Dentistry, Medical Faculty Carl Gustav Carus, Dresden University of Technology, 01307 Dresden, Germany; (T.S.); (V.N.); (S.B.); (C.H.)
| | - Vanessa Neumann
- Policlinic of Operative Dentistry, Periodontology and Pediatric Dentistry, Medical Faculty Carl Gustav Carus, Dresden University of Technology, 01307 Dresden, Germany; (T.S.); (V.N.); (S.B.); (C.H.)
| | - Evelyn Trips
- Coordination Centre for Clinical Trials, Faculty of Medicine Carl Gustav Carus, Dresden University of Technology, Fetscherstraße 74, 01309 Dresden, Germany
| | - Sabine Basche
- Policlinic of Operative Dentistry, Periodontology and Pediatric Dentistry, Medical Faculty Carl Gustav Carus, Dresden University of Technology, 01307 Dresden, Germany; (T.S.); (V.N.); (S.B.); (C.H.)
| | - Christian Hannig
- Policlinic of Operative Dentistry, Periodontology and Pediatric Dentistry, Medical Faculty Carl Gustav Carus, Dresden University of Technology, 01307 Dresden, Germany; (T.S.); (V.N.); (S.B.); (C.H.)
| | - Marie-Theres Kühne
- Policlinic of Operative Dentistry, Periodontology and Pediatric Dentistry, Medical Faculty Carl Gustav Carus, Dresden University of Technology, 01307 Dresden, Germany; (T.S.); (V.N.); (S.B.); (C.H.)
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Bo T, Zhang J, Zong E, Lv N, Bai B, Yang Y, Zhang J, Fan S. Selective Elucidation of Living Microbial Communities in Fermented Grains of Chinese Baijiu: Development of a Technique Integrating Propidium Monoazide Probe Pretreatment and Amplicon Sequencing. Foods 2024; 13:1782. [PMID: 38891011 PMCID: PMC11171695 DOI: 10.3390/foods13111782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 05/29/2024] [Accepted: 06/03/2024] [Indexed: 06/20/2024] Open
Abstract
The fermentation process of Chinese Baijiu's fermented grains involves the intricate succession and metabolism of microbial communities, collectively shaping the Baijiu's quality. Understanding the composition and succession of these living microbial communities within fermented grains is crucial for comprehending fermentation and flavor formation mechanisms. However, conducting high-throughput analysis of living microbial communities within the complex microbial system of fermented grains poses significant challenges. Thus, this study addressed this challenge by devising a high-throughput analysis framework using light-flavor Baijiu as a model. This framework combined propidium monoazide (PMA) pretreatment technology with amplicon sequencing techniques. Optimal PMA treatment parameters, including a concentration of 50 μM and incubation in darkness for 5 min followed by an exposure incubation period of 5 min, were identified. Utilizing this protocol, viable microorganism biomass ranging from 8.71 × 106 to 1.47 × 108 copies/μL was successfully detected in fermented grain samples. Subsequent amplicon sequencing analysis revealed distinct microbial community structures between untreated and PMA-treated groups, with notable differences in relative abundance compositions, particularly in dominant species such as Lactobacillus, Bacillus, Pediococcus, Saccharomycopsis, Issatchenkia and Pichia, as identified by LEfSe analysis. The results of this study confirmed the efficacy of PMA-amplicon sequencing technology for analyzing living microbial communities in fermented grains and furnished a methodological framework for investigating living microbial communities in diverse traditional fermented foods. This technical framework holds considerable significance for advancing our understanding of the fermentation mechanisms intrinsic to traditional fermented foods.
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Affiliation(s)
- Tao Bo
- Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education, Institute of Biotechnology, Shanxi University, No. 63 Nanzhonghuan East Road, Taiyuan 030006, China; (T.B.); (N.L.)
- Xinghuacun Fenjiu Distillery Co., Ltd., Fenyang 032200, China
- Shanxi Key Laboratory of Biotechnology, Taiyuan 030006, China
- Xinghuacun College (Shanxi Institute of Brewing Technology and Industry), Shanxi University, No. 63 Nanzhonghuan East Road, Taiyuan 030006, China; (J.Z.); (E.Z.); (B.B.); (Y.Y.); (J.Z.)
| | - Jiaojiao Zhang
- Xinghuacun College (Shanxi Institute of Brewing Technology and Industry), Shanxi University, No. 63 Nanzhonghuan East Road, Taiyuan 030006, China; (J.Z.); (E.Z.); (B.B.); (Y.Y.); (J.Z.)
- School of Life Science, Shanxi University, Taiyuan 030006, China
- Shanxi Key Laboratory for Research and Development of Regional Plants, No. 63 Nanzhonghuan East Road, Taiyuan 030031, China
| | - Enxiang Zong
- Xinghuacun College (Shanxi Institute of Brewing Technology and Industry), Shanxi University, No. 63 Nanzhonghuan East Road, Taiyuan 030006, China; (J.Z.); (E.Z.); (B.B.); (Y.Y.); (J.Z.)
- School of Life Science, Shanxi University, Taiyuan 030006, China
- Shanxi Key Laboratory for Research and Development of Regional Plants, No. 63 Nanzhonghuan East Road, Taiyuan 030031, China
| | - Na Lv
- Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education, Institute of Biotechnology, Shanxi University, No. 63 Nanzhonghuan East Road, Taiyuan 030006, China; (T.B.); (N.L.)
- Shanxi Key Laboratory of Biotechnology, Taiyuan 030006, China
- Xinghuacun College (Shanxi Institute of Brewing Technology and Industry), Shanxi University, No. 63 Nanzhonghuan East Road, Taiyuan 030006, China; (J.Z.); (E.Z.); (B.B.); (Y.Y.); (J.Z.)
| | - Baoqing Bai
- Xinghuacun College (Shanxi Institute of Brewing Technology and Industry), Shanxi University, No. 63 Nanzhonghuan East Road, Taiyuan 030006, China; (J.Z.); (E.Z.); (B.B.); (Y.Y.); (J.Z.)
- School of Life Science, Shanxi University, Taiyuan 030006, China
- Shanxi Key Laboratory for Research and Development of Regional Plants, No. 63 Nanzhonghuan East Road, Taiyuan 030031, China
| | - Yukun Yang
- Xinghuacun College (Shanxi Institute of Brewing Technology and Industry), Shanxi University, No. 63 Nanzhonghuan East Road, Taiyuan 030006, China; (J.Z.); (E.Z.); (B.B.); (Y.Y.); (J.Z.)
- School of Life Science, Shanxi University, Taiyuan 030006, China
- Shanxi Key Laboratory for Research and Development of Regional Plants, No. 63 Nanzhonghuan East Road, Taiyuan 030031, China
| | - Jinhua Zhang
- Xinghuacun College (Shanxi Institute of Brewing Technology and Industry), Shanxi University, No. 63 Nanzhonghuan East Road, Taiyuan 030006, China; (J.Z.); (E.Z.); (B.B.); (Y.Y.); (J.Z.)
- School of Life Science, Shanxi University, Taiyuan 030006, China
- Shanxi Key Laboratory for Research and Development of Regional Plants, No. 63 Nanzhonghuan East Road, Taiyuan 030031, China
| | - Sanhong Fan
- Xinghuacun College (Shanxi Institute of Brewing Technology and Industry), Shanxi University, No. 63 Nanzhonghuan East Road, Taiyuan 030006, China; (J.Z.); (E.Z.); (B.B.); (Y.Y.); (J.Z.)
- School of Life Science, Shanxi University, Taiyuan 030006, China
- Shanxi Key Laboratory for Research and Development of Regional Plants, No. 63 Nanzhonghuan East Road, Taiyuan 030031, China
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Shkoporov AN, O'Regan O, Smith L, Khokhlova EV, Draper LA, Ross RP, Hill C. Dynamic nature of viral and bacterial communities in human faeces. iScience 2024; 27:108778. [PMID: 38292428 PMCID: PMC10825054 DOI: 10.1016/j.isci.2023.108778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 11/20/2023] [Accepted: 12/22/2023] [Indexed: 02/01/2024] Open
Abstract
Bacteriophages are a major component of the gut microbiome and are believed to play a role in establishment and stabilization of microbial communities by influencing taxonomic and functional diversity. We show that the activity of lytic and temperate phages can also significantly affect bacterial community structure in a model of extended colonic retention. Intact fresh human feces were incubated anaerobically at 37°C without homogenization and subjected to metagenomic sequencing. We observed subject-specific blooms and collapses of selected bacteriophage and bacterial populations within some individuals. Most notable were striking collapses of Prevotella populations accompanied by increases in specific bacteriophages. In a number of cases, we even observed a shift from one bacterial "enterotype" to another within 48 h. These results confirm that intact feces represents a highly dynamic ecological system and suggests that colonic retention time could have a profound effect on microbiome composition, including a significant impact by bacteriophages.
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Affiliation(s)
- Andrey N. Shkoporov
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- School of Microbiology, University College Cork, Cork, Ireland
- Department of Medicine, University College Cork, Cork, Ireland
| | - Orla O'Regan
- APC Microbiome Ireland, University College Cork, Cork, Ireland
| | - Linda Smith
- APC Microbiome Ireland, University College Cork, Cork, Ireland
| | | | | | - R. Paul Ross
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- School of Microbiology, University College Cork, Cork, Ireland
| | - Colin Hill
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- School of Microbiology, University College Cork, Cork, Ireland
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9
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Vill AC, Rice EJ, De Vlaminck I, Danko CG, Brito IL. Precision run-on sequencing (PRO-seq) for microbiome transcriptomics. Nat Microbiol 2024; 9:241-250. [PMID: 38172625 PMCID: PMC11059318 DOI: 10.1038/s41564-023-01558-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 11/14/2023] [Indexed: 01/05/2024]
Abstract
Bacteria respond to environmental stimuli through precise regulation of transcription initiation and elongation. Bulk RNA sequencing primarily characterizes mature transcripts, so to identify actively transcribed loci we need to capture RNA polymerase (RNAP) complexed with nascent RNA. However, such capture methods have only previously been applied to culturable, genetically tractable organisms such as E. coli and B. subtilis. Here we apply precision run-on sequencing (PRO-seq) to profile nascent transcription in cultured E. coli and diverse uncultured bacteria. We demonstrate that PRO-seq can characterize the transcription of small, structured, or post-transcriptionally modified RNAs, which are often absent from bulk RNA-seq libraries. Applying PRO-seq to the human microbiome highlights taxon-specific RNAP pause motifs and pause-site distributions across non-coding RNA loci that reflect structure-coincident pausing. We also uncover concurrent transcription and cleavage of CRISPR guide RNAs and transfer RNAs. We demonstrate the utility of PRO-seq for exploring transcriptional dynamics in diverse microbial communities.
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Affiliation(s)
- Albert C Vill
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
| | - Edward J Rice
- Baker Institute for Animal Health, College of Veterinary Medicine, Cornell University, Ithaca, NY, USA
| | - Iwijn De Vlaminck
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA
| | - Charles G Danko
- Baker Institute for Animal Health, College of Veterinary Medicine, Cornell University, Ithaca, NY, USA
| | - Ilana L Brito
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA.
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10
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Sande C, Boston ZJ, Kalan LR, Brennan MB. Next Steps: Studying Diabetic Foot Infections with Next-Generation Molecular Assays. Curr Infect Dis Rep 2023; 25:323-330. [PMID: 39055239 PMCID: PMC11270620 DOI: 10.1007/s11908-023-00822-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2023] [Indexed: 07/27/2024]
Abstract
Purpose of Review In 2019, the International Working Group on the Diabetic Foot voiced six concerns regarding the use of molecular microbiology techniques for routine diagnosis of infection complicating diabetic foot ulcers. The purpose of this review is to evaluate contemporary evidence addressing each of these concerns and describe promising avenues for continued development of molecular microbiology assays. Recent Findings Since 2019, the feasibility of conducting metagenomic and metatranscriptomic studies on diabetic foot ulcer samples has been shown. However, these preliminary studies used small samples with concerns for selection bias. We await larger-scale, longitudinal studies, potentially using the recently formed Diabetic Foot Consortium, to identify microbiome profiles associated with infection and patient outcomes. How these results would translate into a clinical diagnostic requires further clarification. Summary High-throughput molecular microbiology techniques are not yet ready for clinical adoption as first-line diagnostics. However, moving from amplicon sequencing to metagenomic and metatranscriptomic studies has the potential to significantly accelerate development of assays that might meaningfully impact patient care.
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Affiliation(s)
- Caitlin Sande
- Department of Biochemistry and Biomedical Sciences, Health Sciences Centre, McMaster University, Room 4H41, 1200 Main St West, Hamilton, ON L8N 3Z5, Canada
| | - Zoë J. Boston
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin, 1685 Highland Ave, Madison, WI 53583, USA
| | - Lindsay R. Kalan
- Department of Biochemistry and Biomedical Sciences, Health Sciences Centre, McMaster University, Room 4H41, 1200 Main St West, Hamilton, ON L8N 3Z5, Canada
| | - Meghan B. Brennan
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin, 1685 Highland Ave, Madison, WI 53583, USA
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11
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Thilakarathna SH, Chui L. A Pilot Study to Detect Viable Salmonella spp. in Diarrheal Stool Using Viability Real-Time PCR as a Culture-Independent Diagnostic Tool in a Clinical Setting. Int J Mol Sci 2023; 24:9979. [PMID: 37373127 DOI: 10.3390/ijms24129979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023] Open
Abstract
Frontline laboratories are adopting culture-independent diagnostic testing (CIDT) such as nucleic acid amplification tests (NAATs) due to numerous advantages over culture-based testing methods. Paradoxically, the viability of pathogens, a crucial factor determining active infections, cannot be confirmed with current NAATs alone. A recent development of viability PCR (vPCR) was introduced to mitigate this limitation associated with real-time PCR (qPCR) by using a DNA-intercalating dye to remove residual and dead cell DNA. This study assessed the applicability of the vPCR assay on diarrheal stools. Eighty-five diarrheal stools confirmed for Salmonellosis were tested via qPCR and vPCR using in-house primers and probe targeting the invA gene. vPCR-negative stools (Ct cut off > 31) were enriched in mannitol selenite broth (MSB) to verify low bacterial loads. vPCR assay showed ~89% sensitivity (qPCR- and vPCR-positive stools: 76/85). vPCR-negative stools (9/85; qPCR-positive: 5; qPCR-negative: 4) were qPCR- and culture-positive post-MSB-enrichment and confirmed the presence of low viable bacterial loads. Random sampling error, low bacterial loads, and receiving stools in batches could contribute to false negatives. This is a pilot study and further investigations are warranted to explore vPCR to assess pathogen viability in a clinical setting, especially when culture-based testing is unavailable.
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Affiliation(s)
- Surangi H Thilakarathna
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Linda Chui
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB T6G 1C9, Canada
- Alberta Precision Laboratories, Public Health Laboratory (ProvLab), Edmonton, AB T6G 2J2, Canada
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