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Rodrigues R, Sousa C, Barros A, Vale N. Chlamydia trachomatis: From Urogenital Infections to the Pathway of Infertility. Genes (Basel) 2025; 16:205. [PMID: 40004534 PMCID: PMC11855039 DOI: 10.3390/genes16020205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2025] [Revised: 02/02/2025] [Accepted: 02/05/2025] [Indexed: 02/27/2025] Open
Abstract
Chlamydia trachomatis (CT) is a major cause of sexually transmitted infections (STIs) worldwide, with significant implications for reproductive health. The bacterium's genome contains highly polymorphic regions, influencing both the type and severity of infections. These genetic variations, particularly those occurring in the major outer membrane protein (MOMP) gene, are critical for classifying the bacterium into distinct serovars and enable CT to adapt to diverse host environments, contributing to its immune evasion, persistence, and pathogenicity. Persistent or untreated urogenital infections can lead to chronic inflammation, tissue damage, and pelvic inflammatory disease, ultimately increasing the risk of ectopic pregnancy, spontaneous abortion, and infertility. This review consolidates current knowledge on the genetic diversity of CT, its potential role in modulating infection outcomes, and its immune evasion mechanisms. By integrating scientific evidence linking chlamydial infections to infertility, we underscore the urgent need for targeted research to address this critical public health challenge.
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Affiliation(s)
- Rafaela Rodrigues
- PerMed Research Group, RISE-Health, Faculty of Medicine, University of Porto, Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal; (R.R.); (C.S.); (A.B.)
- Molecular Diagnostics Laboratory, Unilabs Portugal, Centro Empresarial Lionesa Porto, Rua Lionesa, Leça do Balio, 4465-671 Matosinhos, Portugal
| | - Carlos Sousa
- PerMed Research Group, RISE-Health, Faculty of Medicine, University of Porto, Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal; (R.R.); (C.S.); (A.B.)
- Molecular Diagnostics Laboratory, Unilabs Portugal, Centro Empresarial Lionesa Porto, Rua Lionesa, Leça do Balio, 4465-671 Matosinhos, Portugal
| | - Alberto Barros
- PerMed Research Group, RISE-Health, Faculty of Medicine, University of Porto, Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal; (R.R.); (C.S.); (A.B.)
- RISE-Health, Department of Pathology, Faculty of Medicine, University of Porto, Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal
- Centre for Reproductive Genetics Alberto Barros, 4100-012 Porto, Portugal
| | - Nuno Vale
- PerMed Research Group, RISE-Health, Faculty of Medicine, University of Porto, Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal; (R.R.); (C.S.); (A.B.)
- RISE-Health, Department of Community Medicine, Health Information and Decision (MEDCIDS), Faculty of Medicine, University of Porto, Rua Doutor Plácido da Costa, 4200-450 Porto, Portugal
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Jeong S, Tollison TS, Brochu H, Chou H, Huntress I, Yount KS, Zheng X, Darville T, O'Connell CM, Peng X. Cervicovaginal microbial features predict Chlamydia trachomatis spread to the upper genital tract of infected women. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.11.26.625070. [PMID: 39651251 PMCID: PMC11623589 DOI: 10.1101/2024.11.26.625070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2024]
Abstract
INTRODUCTION Chlamydia trachomatis (CT) infection can lead to pelvic inflammatory disease, infertility and other reproductive sequelae when it ascends to the upper genital tract. Factors including chlamydial burden, co-infection with other sexually-transmitted bacterial pathogens and oral contraceptive use influence risk for upper genital tract spread. Cervicovaginal microbiome composition influences CT susceptibility and we investigated if it contributes to spread by analyzing amplicon sequence variants (ASVs) derived from the V4 region of 16S rRNA genes in vaginal samples collected from women at high risk for CT infection and for whom endometrial infection had been determined. RESULTS Participants were classified as CT negative (CT-, n=77), CT positive at the cervix (Endo-, n=77), or CT positive at both cervix and endometrium (Endo+, n=66). Although we were unable to identify many significant differences between CT infected and uninfected women, differences in abundance of ASVs representing Lactobacillus iners and L. crispatus subspecies but not dominant lactobacilli were detected. Twelve informative ASVs predicted endometrial chlamydial infection (AUC=0.74), with CT ASV abundance emerging as a key predictor. We also observed a positive correlation between levels of cervically secreted cytokines previously associated with CT ascension and abundance of the informative ASVs. CONCLUSION Our findings suggest that vaginal microbial community members may influence chlamydial spread directly by nutrient limitation and/or disrupting endocervical epithelial integrity and indirectly by modulating pro-inflammatory signaling and/or homeostasis of adaptive immunity. Further investigation of these predictive microbial factors may lead to cervicovaginal microbiome biomarkers useful for identifying women at increased risk for disease.
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Klose SM, De Souza DP, Devlin JM, Bushell R, Browning GF, Vaz PK. A "plus one" strategy impacts replication of felid alphaherpesvirus 1, Mycoplasma and Chlamydia, and the metabolism of coinfected feline cells. mSystems 2024; 9:e0085224. [PMID: 39315777 PMCID: PMC11495031 DOI: 10.1128/msystems.00852-24] [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: 07/08/2024] [Accepted: 09/05/2024] [Indexed: 09/25/2024] Open
Abstract
Coinfections are known to play an important role in disease progression and severity. Coinfections are common in cats, but no coinfection studies have investigated the in vitro dynamics between feline viral and bacterial pathogens. In this study, we performed co-culture and invasion assays to investigate the ability of common feline bacterial respiratory pathogens, Chlamydia felis and Mycoplasma felis, to replicate in and invade into Crandell-Rees feline kidney cells. We subsequently investigated how coinfection of these feline cells with each bacterium (C. felis or M. felis) and the common feline viral pathogen, felid alphaherpesvirus 1 (FHV-1), affects replication of each agent in this cell culture system. We also investigated the metabolic impact of each co-pathogen using metabolomic analysis of infected and coinfected cells. C. felis was able to invade and replicate in CRFKs, while M. felis had little capacity to invade. During coinfection, FHV-1 replication was minimally affected by the presence of either bacterial pathogen, but bacterial replication kinetics were more affected, particularly in M. felis. Both C. felis and M. felis replicated to higher levels in the presence of a secondary pathogen. Coinfections resulted in reprogramming of the glycolysis pathway, the pentose phosphate pathway, and the tricarboxylic acid cycle. The distinct metabolic profiles of coinfected cells compared to those of cells infected with just one of these three pathogens, as well as the impact of coinfections on viral or bacterial load, suggest strong interactions between these three pathogens and possible synergistic mechanisms enhancing virulence that need further investigation.IMPORTANCEIn the natural world, respiratory pathogens coexist within their hosts, but their dynamics and interactions remain largely unexplored. Herpesviruses, mycoplasmas, and chlamydias are common and significant causes of acute and chronic respiratory and system disease in animals and people, and these diseases are increasingly found to be polymicrobial. This study investigates how coinfection of feline cells between three respiratory pathogens of cats impact each other as well as the host innate metabolic response to infection. Each of these pathogens have been implicated in the induction of feline upper respiratory tract disease in cats, which is the leading cause of euthanasia in shelters. Understanding how coinfection impacts co-pathogenesis and host responses is critical for improving disease management.
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Affiliation(s)
- Sara M. Klose
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, University of Melbourne, Melbourne, Victoria, Australia
| | - David P. De Souza
- Metabolomics Australia, Bio21 Institute, University of Melbourne, Melbourne, Victoria, Australia
| | - Joanne M. Devlin
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, University of Melbourne, Melbourne, Victoria, Australia
| | - Rhys Bushell
- Department of Veterinary Clinical Sciences, Melbourne Veterinary School, University of Melbourne, Melbourne, Victoria, Australia
| | - Glenn F. Browning
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, University of Melbourne, Melbourne, Victoria, Australia
| | - Paola K. Vaz
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, University of Melbourne, Melbourne, Victoria, Australia
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Xuan Y, Hong X, Zhou X, Yan T, Qin P, Peng D, Wang B. The vaginal metabolomics profile with features of polycystic ovary syndrome: a pilot investigation in China. PeerJ 2024; 12:e18194. [PMID: 39399434 PMCID: PMC11468964 DOI: 10.7717/peerj.18194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Accepted: 09/09/2024] [Indexed: 10/15/2024] Open
Abstract
Background Polycystic ovary syndrome (PCOS) is the most common metabolic disorder and reproductive endocrine disease, posing an elevated risk to women of reproductive age. Although metabolism differences in serum, amniotic fluid and urine have been documented in PCOS, there remains a paucity of evidence for vaginal fluid. This study aimed to identify the metabolic characteristics and potential biomarkers of PCOS in Chinese women of reproductive age. Methods We involved ten newly diagnosed PCOS women who attended gynecology at Zhongda Hospital and matched them with ten healthy controls who conducted health check-up programs at Gulou Maternal and Child Health Center in Nanjing, China from January 1st, 2019 to July 31st, 2020. Non-targeted metabolomics based on ultra-high-performance liquid chromatography tandem mass spectrometry (UHPLC-MS/MS) was applied to differentially screen vaginal metabolites between PCOS group and healthy controls. Principal component analysis (PCA), orthogonal partial least-squares discriminant analysis (OPLS-DA) and enrichment analysis were used to observe differences, search for potential biomarkers and enrich related pathways. Results Among the 20 participants, a total of 195 different metabolites were detected between PCOS group and healthy control group. PCOS and control groups were effectively separated by vaginal fluid. Lipids and lipid-like molecules constituted the majority of differential metabolites. Notably, dopamine exhibited an increased trend in PCOS group and emerged as the most significant differential metabolite, suggesting its potential as a biomarker for identifying PCOS. The application of UHPLC-MS/MS based vaginal metabolomics methods showed significant differences between PCOS and non-PCOS healthy control groups, especially linoleic acid metabolism disorder. Most differential metabolites were enriched in pathways associated with linoleic acid metabolism, phenylalanine metabolism, tyrosine metabolism, nicotinate and nicotinamide metabolism or arachidonic acid metabolism. Conclusions In this pilot investigation, significant metabolomics differences could be obtained between PCOS and healthy control groups. For PCOS women of reproductive age, vaginal metabolism is a more economical, convenient and harmless alternative to provide careful personalized health diagnosis and potential targets for therapeutic intervention.
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Affiliation(s)
- Yan Xuan
- Department of Epidemiology and Health Statistics, Southeast University, Nanjing, Jiangsu, China
| | - Xiang Hong
- Department of Epidemiology and Health Statistics, Southeast University, Nanjing, Jiangsu, China
| | - Xu Zhou
- Department of Epidemiology and Health Statistics, Southeast University, Nanjing, Jiangsu, China
| | - Tao Yan
- Department of Epidemiology and Health Statistics, Southeast University, Nanjing, Jiangsu, China
| | - Pengfei Qin
- Nanjing Women and Children’s Healthcare Hospital, The Affiliated Obstetrics and Gynecology Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Danhong Peng
- Department of Obstetrics and Gynecology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Bei Wang
- Department of Epidemiology and Health Statistics, Southeast University, Nanjing, Jiangsu, China
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Scoullar MJL, Melepia P, Peach E, Fidelis R, Supsup H, Davidson EM, Boeuf P, Bradshaw CS, Fehler G, Hezeri P, Kabiu D, Elijah A, Siba PM, Kennedy EC, Umbers AJ, Robinson LJ, Vallely AJ, Badman SG, Vallely LM, Fowkes FJI, Morgan CJ, Pomat W, Crabb BS, Beeson JG. Mycoplasma genitalium in pregnancy, including specific co-infections, is associated with lower birthweight: A prospective cohort study. MED 2024; 5:1123-1136.e3. [PMID: 38870930 DOI: 10.1016/j.medj.2024.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 03/26/2024] [Accepted: 05/15/2024] [Indexed: 06/15/2024]
Abstract
BACKGROUND Mycoplasma genitalium infection in pregnancy is increasingly reported at similar frequencies to other sexually transmitted infections (STIs). Knowledge on its contribution to adverse pregnancy outcomes is very limited, especially relative to other STIs or bacterial vaginosis (BV). Whether M. genitalium influences birthweight remains unanswered. METHODS Associations between birthweight and M. genitalium and other STIs (Chlamydia trachomatis, Neisseria gonorrhoeae, and Trichomonas vaginalis) and BV in pregnancy were examined in 416 maternal-newborn pairs from a prospective cohort study in Papua New Guinea. FINDINGS Compared to uninfected women, M. genitalium (-166.9 g, 95% confidence interval [CI]: -324.2 to -9.7 g, p = 0.038) and N. gonorrhoeae (-274.7 g, 95% CI: -561.9 to 12.5 g, p = 0.061) infections were associated with lower birthweight in an adjusted analysis. The association for C. trachomatis was less clear, and T. vaginalis and BV were not associated with lower birthweight. STI prevalence was high for M. genitalium (13.9%), N. gonorrhoeae (5.0%), and C. trachomatis (20.0%); co-infections were frequent. Larger effect sizes on birthweight occurred with co-infections of M. genitalium, N. gonorrhoeae, and/or C. trachomatis. CONCLUSION M. genitalium is a potential contributor to lower birthweight, and co-infections appear to have a greater negative impact on birthweight. Trials examining the impact of early diagnosis and treatment of M. genitalium and other STIs in pregnancy and preconception are urgently needed. FUNDING Funding was received from philanthropic grants, the National Health and Medical Research Council, and the Burnet Institute. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
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Affiliation(s)
| | | | | | | | - Hadlee Supsup
- East New Britain Provincial Health Authority, Kokopo, Papua New Guinea
| | - Eliza M Davidson
- Burnet Institute, Melbourne, VIC, Australia; University of Melbourne, Melbourne, Australia
| | | | - Catriona S Bradshaw
- University of Melbourne, Melbourne, Australia; Melbourne Sexual Health Centre, Alfred Hospital, Melbourne, VIC, Australia; Monash University, Clayton, VIC, Australia
| | - Glenda Fehler
- Melbourne Sexual Health Centre, Alfred Hospital, Melbourne, VIC, Australia
| | | | | | - Arthur Elijah
- School of Medicine and Health Sciences, University of Papua New Guinea, Port Moresby, Papua New Guinea
| | - Peter M Siba
- Center for Health Research and Diagnostics, Divine Word University, Madang, Papua New Guinea
| | - Elissa C Kennedy
- Burnet Institute, Melbourne, VIC, Australia; Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | | | - Leanne J Robinson
- Burnet Institute, Melbourne, VIC, Australia; University of Melbourne, Melbourne, Australia; Monash University, Clayton, VIC, Australia; Papua New Guinea Institute of Medical Research, Goroka, Papua New Guinea
| | - Andrew J Vallely
- Papua New Guinea Institute of Medical Research, Goroka, Papua New Guinea; The Kirby Institute, University of New South Wales, Kensington, NSW, Australia
| | - Steven G Badman
- The Kirby Institute, University of New South Wales, Kensington, NSW, Australia
| | - Lisa M Vallely
- The Kirby Institute, University of New South Wales, Kensington, NSW, Australia
| | - Freya J I Fowkes
- Burnet Institute, Melbourne, VIC, Australia; University of Melbourne, Melbourne, Australia; Monash University, Clayton, VIC, Australia
| | - Christopher J Morgan
- Burnet Institute, Melbourne, VIC, Australia; University of Melbourne, Melbourne, Australia; Jhpiego, a Johns Hopkins University affiliate, Baltimore, MD, USA
| | - William Pomat
- Papua New Guinea Institute of Medical Research, Goroka, Papua New Guinea
| | - Brendan S Crabb
- Burnet Institute, Melbourne, VIC, Australia; University of Melbourne, Melbourne, Australia; Monash University, Clayton, VIC, Australia
| | - James G Beeson
- Burnet Institute, Melbourne, VIC, Australia; University of Melbourne, Melbourne, Australia; Monash University, Clayton, VIC, Australia.
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Arredondo Eve A, Tunc E, Mehta D, Yoo JY, Yilmaz HE, Emren SV, Akçay FA, Madak Erdogan Z. PFAS and their association with the increased risk of cardiovascular disease in postmenopausal women. Toxicol Sci 2024; 200:312-323. [PMID: 38758093 DOI: 10.1093/toxsci/kfae065] [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] [Indexed: 05/18/2024] Open
Abstract
Cardiovascular diseases (CVDs) are one of the major causes of death globally. In addition to traditional risk factors such as unhealthy lifestyles (smoking, obesity, sedentary) and genetics, common environmental exposures, including persistent environmental contaminants, may also influence CVD risk. Per- and polyfluoroalkyl substances (PFASs) are a class of highly fluorinated chemicals used in household consumer and industrial products known to persist in our environment for years, causing health concerns that are now linked to endocrine disruptions and related outcomes in women, including interference of the cardiovascular and reproductive systems. In postmenopausal women, higher levels of PFAS are observed than in premenopausal women due to the cessation of menstruation, which is crucial for PFAS excretion. Because of these findings, we explored the association between perfluorooctanoic acid (PFOA), perfluorooctane sulfonate (PFOS), and perfluorobutanesulfonic acid in postmenopausal women from our previously established CVD study. We used liquid chromatography with tandem mass spectrometry, supported by machine learning approaches, and the detection and quantification of serum metabolites and proteins. Here, we show that PFOS can be a good predictor of coronary artery disease, whereas PFOA can be an intermediate predictor of coronary microvascular disease. We also found that the PFAS levels in our study are significantly associated with inflammation-related proteins. Our findings may provide new insight into the potential mechanisms underlying the PFAS-induced risk of CVDs in this population. This study shows that exposure to PFOA and PFOS is associated with an increased risk of cardiovascular disease in postmenopausal women. PFOS and PFOA levels correlate with amino acids and proteins related to inflammation. These circulating biomarkers contribute to the etiology of CVD and potentially implicate a mechanistic relationship between PFAS exposure and increased risk of cardiovascular events in this population.
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Affiliation(s)
- Alicia Arredondo Eve
- Department of Food Science and Human Nutrition, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Elif Tunc
- Research and Training Hospital, Katip Celebi University, Izmir, 35310, Turkey
| | - Dhruv Mehta
- Department of Computer Science, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Jin Young Yoo
- Department of Food Science and Human Nutrition, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Huriye Erbak Yilmaz
- Research and Training Hospital, Katip Celebi University, Izmir, 35310, Turkey
- Izmir Biomedicine and Genome Center, Balcova, Izmir, 35340, Turkey
| | - Sadık Volkan Emren
- Research and Training Hospital, Katip Celebi University, Izmir, 35310, Turkey
| | | | - Zeynep Madak Erdogan
- Department of Food Science and Human Nutrition, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, United States
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, United States
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Adawiyah RA, Bradshaw CS, Vodstrcil LA, Fairley CK, Zhang L, Ong JJ. Cost-effectiveness of resistance-guided therapy for Mycoplasma genitalium in Australia. Sci Rep 2024; 14:12856. [PMID: 38834637 DOI: 10.1038/s41598-024-63056-1] [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: 01/21/2024] [Accepted: 05/24/2024] [Indexed: 06/06/2024] Open
Abstract
The recommended first-line treatment for Mycoplasma genitalium infections is azithromycin. However, the prevalence of macrolide resistance for M. genitalium has increased to more than 50% worldwide. In 2013, Australia introduced a resistance-guided therapy (RGT) strategy to manage M. genitalium infections. This study assesses the cost-effectiveness of the RGT approach compared to no RGT (i.e., without macrolide resistance profile test) in women, men who have sex with men (MSM), and men who have sex with women (MSW) in Australia. We constructed dynamic transmission models of M. genitalium infections in women, MSM, and MSW in Australia, each with a population of 100,000. These models compared the costs and quality-adjusted life-years (QALYs) gained between RGT and no RGT scenarios from a healthcare perspective over ten years. All costs are reported in 2022 Australian dollars (Australian $). In our model, RGT is cost saving in women and MSM, with the incremental net monetary benefit of $1.3 million and $17.9 million, respectively. In MSW, the RGT approach is not cost-effective, with an incremental cost-effectiveness ratio of -$106.96 per QALY gained. RGT is cost saving compared to no RGT for M. genitalium infections in women and MSM, supporting its adoption as the national management strategy for these two population groups.
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Affiliation(s)
- Rabiah Al Adawiyah
- School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia.
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.
| | - Catriona S Bradshaw
- School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Lenka A Vodstrcil
- School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Christopher K Fairley
- School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
| | - Lei Zhang
- School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia.
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.
- Clinical Medical Research Center, Children's Hospital of Nanjing Medical University, Nanjing Medical University, 210008, Nanjing, Jiangsu, China.
| | - Jason J Ong
- School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia.
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.
- Faculty of Infectious Diseases, London School of Hygiene and Tropical Medicine, London, UK.
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Rubio-Sánchez R, Ubeda C, Ríos-Reina R. Feasibility of using volatile urine fingerprints for the differentiation of sexually transmitted infections. Appl Microbiol Biotechnol 2023; 107:6363-6376. [PMID: 37615721 PMCID: PMC10560160 DOI: 10.1007/s00253-023-12711-0] [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: 05/08/2023] [Revised: 07/20/2023] [Accepted: 07/25/2023] [Indexed: 08/25/2023]
Abstract
Sexually transmitted infections (STIs) are a public health problem worldwide, and current diagnostic methods have certain limitations. In recent years, volatile organic compounds (VOCs) have been studied as an alternative diagnostic method. Due to this, this study aimed to detect, in vaginal swabs and urine samples, VOCs emitted by highly prevalent STIs-causing bacteria (Chlamydia trachomatis, Mycoplasma genitalium, and Neisseria gonorrhoeae) to identify potential biomarkers that allow the detection of these STIs. VOCs detected in urine samples showed a better differentiation of patients with STIs due to C. trachomatis from those not infected, with 2,6-dimethyl-4-heptanone as the volatile compound most related to the presence of this bacterium. Among the VOCs most related to M. genitalium in urine, 4-methyltetradecane and 2-methylpentadecane stood out, while 3,4,4-trimethyl-2-cyclohexen-1-one was the VOC most closely related to N. gonorrhoeae infection. Moreover, C12 alcohols were the main VOC family associated with positive samples in all three bacteria, which could indicate the presence of aldehyde reductases in their metabolism. In contrast, alcohols such as 3-methyl-1-heptanol and 1-octanol, as well as dimethyl esters, were more associated with negative samples and may be useful in ruling out an STI caused by one of these three bacteria. In short, the VOCs identified as potential biomarkers in patients with infection by C. trachomatis, M. genitalium, or N. gonorrhoeae could be used in the early diagnosis of these STIs, quickly interrupting the chain of transmission, especially interesting in asymptomatic patients. KEY POINTS: • Sexually transmitted infections are a serious public health problem worldwide. • The study of VOCs in multiple infections is increasing in recent years. • The identification of volatile biomarkers could allow new diagnostic methods.
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Affiliation(s)
- Ricardo Rubio-Sánchez
- Servicio de Análisis Clínicos, Hospital Universitario Virgen de Valme, 41014 Seville, Spain
| | - Cristina Ubeda
- Departamento de Nutrición y Bromatología, Toxicología y Medicina Legal, Facultad de Farmacia, Universidad de Sevilla, 41012 Seville, Spain
| | - Rocío Ríos-Reina
- Departamento de Nutrición y Bromatología, Toxicología y Medicina Legal, Facultad de Farmacia, Universidad de Sevilla, 41012 Seville, Spain
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Gill B, Schwecht I, Rahman N, Dhawan T, Verschoor C, Nazli A, Kaushic C. Metabolic signature for a dysbiotic microbiome in the female genital tract: A systematic review and meta-analysis. Am J Reprod Immunol 2023; 90:e13781. [PMID: 37766408 DOI: 10.1111/aji.13781] [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: 04/14/2023] [Revised: 07/06/2023] [Accepted: 09/05/2023] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND The vaginal microbiome (VMB) is a critical determinant of reproductive health, where a microbial shift towards a dysbiotic environment has implications for susceptibility to, and clinical presentation of sexually transmitted infections (STIs). Metabolomic profiling of the vaginal microenvironment has led to the identification of metabolic responses to clinical conditions of dysbiosis. However, no studies have examined metabolic markers that are common across conditions and can serve as a signature for vaginal dysbiosis. METHOD OF STUDY We have conducted a comprehensive systematic review and meta-analysis to identify consistently deregulated metabolites along with their impact on host and microbial metabolism during dysbiosis. We employed two complementary approaches including a vote counting analysis for all eligible studies identified in the systematic review, in addition to a meta-analysis for a subset of studies with sufficient available data. Significantly deregulated metabolites were then selected for pathway enrichment analysis. RESULTS Our results revealed a total of 502 altered metabolites reported across 10 dysbiotic conditions from 16 studies. Following a rigorous, collective analysis, six metabolites which were consistently downregulated and could be generalized to all dysbiotic conditions were identified. In addition, five downregulated and one upregulated metabolite was identified from a bacterial vaginosis (BV) focused sub-analysis. These metabolites have the potential to serve as a metabolic signature for vaginal dysbiosis. Their role in eight altered metabolic pathways indicates a disruption of amino acid, carbohydrate, and energy metabolism during dysbiosis. CONCLUSION Based on this analysis, we propose a schematic model outlining the common metabolic perturbations associated with vaginal dysbiosis, which can be potential targets for therapeutics and prophylaxis.
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Affiliation(s)
- Biban Gill
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| | - Ingrid Schwecht
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| | - Nuzhat Rahman
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| | - Tushar Dhawan
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| | - Chris Verschoor
- Health Sciences North Research Institute, Northern Ontario School of Medicine, Sudbury, ON, Canada
| | - Aisha Nazli
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
| | - Charu Kaushic
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- McMaster Immunology Research Center, Michael G. DeGroote Center for Learning and Discovery, McMaster University, Hamilton, ON, Canada
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Wang G, Li J, Bojmar L, Chen H, Li Z, Tobias GC, Hu M, Homan EA, Lucotti S, Zhao F, Posada V, Oxley PR, Cioffi M, Kim HS, Wang H, Lauritzen P, Boudreau N, Shi Z, Burd CE, Zippin JH, Lo JC, Pitt GS, Hernandez J, Zambirinis CP, Hollingsworth MA, Grandgenett PM, Jain M, Batra SK, DiMaio DJ, Grem JL, Klute KA, Trippett TM, Egeblad M, Paul D, Bromberg J, Kelsen D, Rajasekhar VK, Healey JH, Matei IR, Jarnagin WR, Schwartz RE, Zhang H, Lyden D. Tumour extracellular vesicles and particles induce liver metabolic dysfunction. Nature 2023; 618:374-382. [PMID: 37225988 PMCID: PMC10330936 DOI: 10.1038/s41586-023-06114-4] [Citation(s) in RCA: 93] [Impact Index Per Article: 46.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 04/21/2023] [Indexed: 05/26/2023]
Abstract
Cancer alters the function of multiple organs beyond those targeted by metastasis1,2. Here we show that inflammation, fatty liver and dysregulated metabolism are hallmarks of systemically affected livers in mouse models and in patients with extrahepatic metastasis. We identified tumour-derived extracellular vesicles and particles (EVPs) as crucial mediators of cancer-induced hepatic reprogramming, which could be reversed by reducing tumour EVP secretion via depletion of Rab27a. All EVP subpopulations, exosomes and principally exomeres, could dysregulate hepatic function. The fatty acid cargo of tumour EVPs-particularly palmitic acid-induced secretion of tumour necrosis factor (TNF) by Kupffer cells, generating a pro-inflammatory microenvironment, suppressing fatty acid metabolism and oxidative phosphorylation, and promoting fatty liver formation. Notably, Kupffer cell ablation or TNF blockade markedly decreased tumour-induced fatty liver generation. Tumour implantation or pre-treatment with tumour EVPs diminished cytochrome P450 gene expression and attenuated drug metabolism in a TNF-dependent manner. We also observed fatty liver and decreased cytochrome P450 expression at diagnosis in tumour-free livers of patients with pancreatic cancer who later developed extrahepatic metastasis, highlighting the clinical relevance of our findings. Notably, tumour EVP education enhanced side effects of chemotherapy, including bone marrow suppression and cardiotoxicity, suggesting that metabolic reprogramming of the liver by tumour-derived EVPs may limit chemotherapy tolerance in patients with cancer. Our results reveal how tumour-derived EVPs dysregulate hepatic function and their targetable potential, alongside TNF inhibition, for preventing fatty liver formation and enhancing the efficacy of chemotherapy.
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Affiliation(s)
- Gang Wang
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Jianlong Li
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
- Department of Orthopedic Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Linda Bojmar
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Haiyan Chen
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
- Department of Radiation Oncology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Hangzhou, China
| | - Zhong Li
- Duke Proteomics and Metabolomics Shared Resource, Duke University School of Medicine, Durham, NC, USA
| | - Gabriel C Tobias
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Mengying Hu
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Edwin A Homan
- Cardiovascular Research Institute and Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Serena Lucotti
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Fengbo Zhao
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
- Basic Medical Research Center, Medical School of Nantong University, Nantong, China
| | - Valentina Posada
- Departments of Molecular Genetics, Cancer Biology and Genetics, The Ohio State University, Columbus, OH, USA
| | - Peter R Oxley
- Samuel J. Wood Library, Weill Cornell Medicine, New York, NY, USA
| | - Michele Cioffi
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Han Sang Kim
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
- Yonsei Cancer Center, Division of Medical Oncology, Department of Internal Medicine, Brain Korea 21 FOUR Project for Medical Science, Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Korea
| | - Huajuan Wang
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Pernille Lauritzen
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Nancy Boudreau
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Zhanjun Shi
- Department of Orthopedic Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Christin E Burd
- Departments of Molecular Genetics, Cancer Biology and Genetics, The Ohio State University, Columbus, OH, USA
| | - Jonathan H Zippin
- Department of Dermatology, Weill Cornell Medical College of Cornell University, New York, NY, USA
| | - James C Lo
- Cardiovascular Research Institute and Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Geoffrey S Pitt
- Cardiovascular Research Institute and Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Jonathan Hernandez
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Thoracic and Gastrointestinal Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Constantinos P Zambirinis
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Division of Surgical Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Michael A Hollingsworth
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Paul M Grandgenett
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Maneesh Jain
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Surinder K Batra
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Dominick J DiMaio
- Department of Pathology and Microbiology, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Jean L Grem
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Kelsey A Klute
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Tanya M Trippett
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mikala Egeblad
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Doru Paul
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Jacqueline Bromberg
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David Kelsen
- Gastrointestinal Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Vinagolu K Rajasekhar
- Orthopedic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - John H Healey
- Orthopedic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Irina R Matei
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - William R Jarnagin
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Robert E Schwartz
- Division of Gastroenterology and Hepatology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
| | - Haiying Zhang
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.
| | - David Lyden
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.
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11
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Shinn LM, Mansharamani A, Baer DJ, Novotny JA, Charron CS, Khan NA, Zhu R, Holscher HD. Fecal Metabolites as Biomarkers for Predicting Food Intake by Healthy Adults. J Nutr 2023; 152:2956-2965. [PMID: 36040343 PMCID: PMC9840004 DOI: 10.1093/jn/nxac195] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 08/01/2022] [Accepted: 08/25/2022] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND The fecal metabolome is affected by diet and includes metabolites generated by human and microbial metabolism. Advances in -omics technologies and analytic approaches have allowed researchers to identify metabolites and better utilize large data sets to generate usable information. One promising aspect of these advancements is the ability to determine objective biomarkers of food intake. OBJECTIVES We aimed to utilize a multivariate, machine learning approach to identify metabolite biomarkers that accurately predict food intake. METHODS Data were aggregated from 5 controlled feeding studies in adults that tested the impact of specific foods (almonds, avocados, broccoli, walnuts, barley, and oats) on the gastrointestinal microbiota. Fecal samples underwent GC-MS metabolomic analysis; 344 metabolites were detected in preintervention samples, whereas 307 metabolites were detected postintervention. After removing metabolites that were only detected in either pre- or postintervention and those undetectable in ≥80% of samples in all study groups, changes in 96 metabolites relative concentrations (treatment postintervention minus preintervention) were utilized in random forest models to 1) examine the relation between food consumption and fecal metabolome changes and 2) rank the fecal metabolites by their predictive power (i.e., feature importance score). RESULTS Using the change in relative concentration of 96 fecal metabolites, 6 single-food random forest models for almond, avocado, broccoli, walnuts, whole-grain barley, and whole-grain oats revealed prediction accuracies between 47% and 89%. When comparing foods with one another, almond intake was differentiated from walnut intake with 91% classification accuracy. CONCLUSIONS Our findings reveal promise in utilizing fecal metabolites as objective complements to certain self-reported food intake estimates. Future research on other foods at different doses and dietary patterns is needed to identify biomarkers that can be applied in feeding study compliance and clinical settings.
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Affiliation(s)
- Leila M Shinn
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Aditya Mansharamani
- Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - David J Baer
- Beltsville Human Nutrition Research Center, Agricultural Research Service, USDA, Beltsville, MD, USA
| | - Janet A Novotny
- Beltsville Human Nutrition Research Center, Agricultural Research Service, USDA, Beltsville, MD, USA
| | - Craig S Charron
- Beltsville Human Nutrition Research Center, Agricultural Research Service, USDA, Beltsville, MD, USA
| | - Naiman A Khan
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Department of Kinesiology & Community Health, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Ruoqing Zhu
- Department of Statistics, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Hannah D Holscher
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Department of Kinesiology & Community Health, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Department of Food Science and Human Nutrition, University of Illinois at Urbana-Champaign, Urbana, IL, USA
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Filardo S, Di Pietro M, De Angelis M, Brandolino G, Porpora MG, Sessa R. In-Silico Functional Metabolic Pathways Associated to Chlamydia trachomatis Genital Infection. Int J Mol Sci 2022; 23:ijms232415847. [PMID: 36555488 PMCID: PMC9781786 DOI: 10.3390/ijms232415847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 12/06/2022] [Accepted: 12/09/2022] [Indexed: 12/15/2022] Open
Abstract
The advent of high-throughput technologies, such as 16s rDNA sequencing, has significantly contributed to expanding our knowledge of the microbiota composition of the genital tract during infections such as Chlamydia trachomatis. The growing body of metagenomic data can be further exploited to provide a functional characterization of microbial communities via several powerful computational approaches. Therefore, in this study, we investigated the predicted metabolic pathways of the cervicovaginal microbiota associated with C. trachomatis genital infection in relation to the different Community State Types (CSTs), via PICRUSt2 analysis. Our results showed a more rich and diverse mix of predicted metabolic pathways in women with a CST-IV microbiota as compared to all the other CSTs, independently from infection status. C. trachomatis genital infection further modified the metabolic profiles in women with a CST-IV microbiota and was characterized by increased prevalence of the pathways for the biosynthesis of precursor metabolites and energy, biogenic amino-acids, nucleotides, and tetrahydrofolate. Overall, predicted metabolic pathways might represent the starting point for more precisely designed future metabolomic studies, aiming to investigate the actual metabolic pathways characterizing C. trachomatis genital infection in the cervicovaginal microenvironment.
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Affiliation(s)
- Simone Filardo
- Department of Public Health and Infectious Diseases, Microbiology Section, University of Rome “Sapienza”, 00185 Rome, Italy
| | - Marisa Di Pietro
- Department of Public Health and Infectious Diseases, Microbiology Section, University of Rome “Sapienza”, 00185 Rome, Italy
| | - Marta De Angelis
- Department of Public Health and Infectious Diseases, Microbiology Section, University of Rome “Sapienza”, 00185 Rome, Italy
| | - Gabriella Brandolino
- Department of Maternal and Child Health and Urology, University of Rome “Sapienza”, 00185 Rome, Italy
| | - Maria Grazia Porpora
- Department of Maternal and Child Health and Urology, University of Rome “Sapienza”, 00185 Rome, Italy
| | - Rosa Sessa
- Department of Public Health and Infectious Diseases, Microbiology Section, University of Rome “Sapienza”, 00185 Rome, Italy
- Correspondence:
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13
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Adapen C, Réot L, Menu E. Role of the human vaginal microbiota in the regulation of inflammation and sexually transmitted infection acquisition: Contribution of the non-human primate model to a better understanding? FRONTIERS IN REPRODUCTIVE HEALTH 2022; 4:992176. [PMID: 36560972 PMCID: PMC9763629 DOI: 10.3389/frph.2022.992176] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 11/14/2022] [Indexed: 12/12/2022] Open
Abstract
The human vaginal microbiota has a central role in the regulation of the female reproductive tract (FRT) inflammation. Indeed, on one hand an optimal environment leading to a protection against sexually transmitted infections (STI) is associated with a high proportion of Lactobacillus spp. (eubiosis). On the other hand, a more diverse microbiota with a high amount of non-Lactobacillus spp. (dysbiosis) is linked to a higher local inflammation and an increased STI susceptibility. The composition of the vaginal microbiota is influenced by numerous factors that may lead to a dysbiotic environment. In this review, we first discuss how the vaginal microbiota composition affects the local inflammation with a focus on the cytokine profiles, the immune cell recruitment/phenotype and a large part devoted on the interactions between the vaginal microbiota and the neutrophils. Secondly, we analyze the interplay between STI and the vaginal microbiota and describe several mechanisms of action of the vaginal microbiota. Finally, the input of the NHP model in research focusing on the FRT health including vaginal microbiota or STI acquisition/control and treatment is discussed.
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Affiliation(s)
- Cindy Adapen
- Micalis Institute, AgroParisTech, INRAE, Université Paris-Saclay, Jouy-en-Josas, France
| | - Louis Réot
- Université Paris-Saclay, Inserm, Commissariat à l'énergie Atomique et aux énergies Alternatives (CEA), Center for Immunology of Viral, Auto-Immune, Hematological and Bacterial Diseases (IMVA-HB)/Department of Infectious Disease Models and Innovative Therapies (IDMIT), Fontenay-aux-Roses, France
| | - Elisabeth Menu
- Université Paris-Saclay, Inserm, Commissariat à l'énergie Atomique et aux énergies Alternatives (CEA), Center for Immunology of Viral, Auto-Immune, Hematological and Bacterial Diseases (IMVA-HB)/Department of Infectious Disease Models and Innovative Therapies (IDMIT), Fontenay-aux-Roses, France
- Mucosal Immunity and Sexually Transmitted Infection Control (MISTIC) Group, Department of Virology, Institut Pasteur, Paris, France
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14
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Cervicovaginal Microbiota Composition in Chlamydia trachomatis Infection: A Systematic Review and Meta-Analysis. Int J Mol Sci 2022; 23:ijms23179554. [PMID: 36076948 PMCID: PMC9455926 DOI: 10.3390/ijms23179554] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 08/14/2022] [Accepted: 08/16/2022] [Indexed: 11/16/2022] Open
Abstract
In healthy women, the cervicovaginal microbiota is characterized by the predominance of Lactobacillus spp., whereas the overgrowth of anaerobic bacteria leads to dysbiosis, known to increase the risk of acquiring genital infections like Chlamydia trachomatis. In the last decade, a growing body of research has investigated the composition of the cervicovaginal microbiota associated with chlamydial infection via 16s rDNA sequencing, with contrasting results. A systematic review and a meta-analysis, performed on the alpha-diversity indices, were conducted to summarize the scientific evidence on the cervicovaginal microbiota composition in C. trachomatis infection. Databases PubMed, Scopus and Web of Science were searched with the following strategy: “Chlamydia trachomatis” AND “micro*”. The diversity indices considered for the meta-analysis were Operational Taxonomic Unit (OTU) number, Chao1, phylogenetic diversity whole tree, Shannon’s, Pielou’s and Simpson’s diversity indexes. The search yielded 425 abstracts for initial review, of which 16 met the inclusion criteria. The results suggested that the cervicovaginal microbiota in C. trachomatis-positive women was characterized by Lactobacillus iners dominance, or by a diverse mix of facultative or strict anaerobes. The meta-analysis, instead, did not show any difference in the microbial biodiversity between Chlamydia-positive and healthy women. Additional research is clearly required to deepen our knowledge on the interplay between the resident microflora and C. trachomatis in the genital microenvironment.
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Chlamydia trachomatis as a Current Health Problem: Challenges and Opportunities. Diagnostics (Basel) 2022; 12:diagnostics12081795. [PMID: 35892506 PMCID: PMC9331119 DOI: 10.3390/diagnostics12081795] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 07/08/2022] [Accepted: 07/19/2022] [Indexed: 11/16/2022] Open
Abstract
Chlamydia is one of the most common sexually transmitted bacterial infections (STIs) worldwide. It is caused by Chlamydia trachomatis (CT), which is an obligate intracellular bacterium. In some cases, it can occur in coinfection with other parasites, increasing the pathologic potential of the infection. The treatment is based on antibiotic prescription; notwithstanding, the infection is mostly asymptomatic, which increases the risk of transmission. Therefore, some countries have implemented Chlamydia Screening Programs in order to detect undiagnosed infections. However, in Portugal, there is no CT screening plan within the National Health Service. There is no awareness in the general healthcare about the true magnitude of this issue because most of the methods used are not Nucleic Acid Amplification Technology-based and, therefore, lack sensitivity, resulting in underreporting infection cases. CT infections are also associated with possible long-term severe injuries. In detail, persistent infection triggers an inflammatory milieu and can be related to severe sequels, such as infertility. This infection could also trigger gynecologic tumors in women, evidencing the urgent need for cost-effective screening programs worldwide in order to detect and treat these individuals adequately. In this review, we have focused on the success of an implemented screening program that has been reported in the literature, the efforts made concerning the vaccine discovery, and what is known regarding CT infection. This review supports the need for further fundamental studies in this area in order to eradicate this infection and we also suggest the implementation of a Chlamydia Screening Program in Portugal.
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Verstraelen H, Vieira-Baptista P, De Seta F, Ventolini G, Lonnee-Hoffmann R, Lev-Sagie A. The Vaginal Microbiome: I. Research Development, Lexicon, Defining "Normal" and the Dynamics Throughout Women's Lives. J Low Genit Tract Dis 2022; 26:73-78. [PMID: 34928256 PMCID: PMC8719517 DOI: 10.1097/lgt.0000000000000643] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVE This series of articles, titled The Vaginal Microbiome, written on behalf of the International Society for the Study of Vulvovaginal Disease, aims to summarize the current findings and understanding of the vaginal bacterial microbiota, mainly regarding areas relevant to clinicians specializing in vulvovaginal disorders. MATERIALS AND METHODS A database search of PubMed was performed, using the search terms "vaginal microbiome" (VMB) with "research," "normal," "neonate," "puberty," "adolescent," "menopause," and "ethnicities," as well as "human microbiome project." Full article texts were reviewed. Reference lists were screened for additional articles. RESULTS In the last 2 decades, many studies applying molecular techniques were performed, intending to characterize the vaginal microbiota. These studies advanced our understanding of how vaginal health is defined. The first article in this series focuses on the advancement of VMB research, technical definitions, the definition of "normal" VMB, and the dynamics of VMB throughout women's lives. CONCLUSIONS Understanding how microorganisms inhabiting the vagina interact with each other and with the host is important for a more complete understanding of vaginal health. The clinical application of microbial community sequencing is in its beginning, and its interpretation regarding practical clinical aspects is yet to be determined.
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Affiliation(s)
- Hans Verstraelen
- Department of Obstetrics & Gynaecology, Ghent University Hospital, Ghent, Belgium
- Department of Human Structure and Repair, Ghent University, Ghent, Belgium
| | - Pedro Vieira-Baptista
- Hospital Lusíadas Porto, Porto, Portugal
- Lower Genital Tract Unit, Centro Hospitalar de São João, Porto, Portugal
- LAP, a Unilabs Company, Porto, Portugal
| | - Francesco De Seta
- Institute for Maternal and Child Health, IRCCS Burlo Garofolo, Trieste, Italy
- Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy
| | - Gary Ventolini
- Professor of Obstetrics and Gynecology, Distinguish University, Professor School of Medicine, Texas Tech University Health Sciences Center Permian Basin, Odessa, TX
| | - Risa Lonnee-Hoffmann
- Department of Obstetrics and Gynecology, St Olavs University Hospital, Trondheim, Norway
- Institute for Clinical and Molecular Medicine, Norwegian University for Science and Technology, Trondheim, Norway
| | - Ahinoam Lev-Sagie
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- Department of Obstetrics and Gynecology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
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17
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Borgogna JLC, Anastario M, Firemoon P, Rink E, Ricker A, Ravel J, Brotman RM, Yeoman CJ. Vaginal microbiota of American Indian women and associations with measures of psychosocial stress. PLoS One 2021; 16:e0260813. [PMID: 34890405 PMCID: PMC8664215 DOI: 10.1371/journal.pone.0260813] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 11/17/2021] [Indexed: 12/12/2022] Open
Abstract
Molecular-bacterial vaginosis (BV) is characterized by low levels of vaginal Lactobacillus species and is associated with higher risk of sexually transmitted infections (STI). Perceived psychosocial stress is associated with increased severity and persistence of infections, including STIs. American Indians have the highest rates of stress and high rates of STIs. The prevalence of molecular-BV among American Indian women is unknown. We sought to evaluate measures of psychosocial stress, such as historic loss (a multigenerational factor involving slavery, forced removal from one's land, legally ratified race-based segregation, and contemporary discrimination) and their association with the vaginal microbiota and specific metabolites associated with BV, in 70 Northwestern Plains American Indian women. Demographics, perceived psychosocial stressors, sexual practices, and known BV risk factors were assessed using a modified version of the American Indian Service Utilization, Psychiatric Epidemiology, Risk and Protective Factors Project survey. Self-collected mid-vaginal swabs were profiled for bacterial composition by 16S rRNA gene amplicon sequencing and metabolites quantified by targeted liquid-chromatography mass spectrometry. Sixty-six percent of the participants were classified as having molecular-BV, with the rest being either dominated by L. crispatus (10%) or L. iners (24%). High levels of lifetime trauma were associated with higher odds of having molecular-BV (adjusted Odds Ratio (aOR): 2.5, 95% Credible Interval (CrI): 1.1-5.3). Measures of psychosocial stress, including historic loss and historic loss associated symptoms, were significantly associated with lifestyle and behavioral practices. Higher scores of lifetime trauma were associated with increased concentrations of spermine (aFC: 3.3, 95% CrI: 1.2-9.2). Historic loss associated symptoms and biogenic amines were the major correlates of molecular-BV. Historical loss associated symptoms and lifetime trauma are potentially important underlying factors associated with BV.
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Affiliation(s)
- Joanna-Lynn C. Borgogna
- Department of Microbiology and Immunology, Montana State University, Bozeman, Montana, United States of America
- Department of Animal and Range Sciences, Montana State University, Bozeman, Montana, United States of America
| | - Michael Anastario
- Department of Health Promotion and Disease Prevention, Florida International University, Miami, Florida, United States of America
| | - Paula Firemoon
- Fort Peck Community College, Poplar, Montana, United States of America
| | - Elizabeth Rink
- Department of Health and Human Development, Montana State University, Bozeman, Montana, United States of America
| | - Adriann Ricker
- School of Public Health–Center for American Indian Health and School of Nursing, John Hopkins University, Baltimore, Maryland, United States of America
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Rebecca M. Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Carl J. Yeoman
- Department of Microbiology and Immunology, Montana State University, Bozeman, Montana, United States of America
- Department of Animal and Range Sciences, Montana State University, Bozeman, Montana, United States of America
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Raimondi S, Candeliere F, Amaretti A, Foschi C, Morselli S, Gaspari V, Rossi M, Marangoni A. Vaginal and Anal Microbiome during Chlamydia trachomatis Infections. Pathogens 2021; 10:1347. [PMID: 34684295 PMCID: PMC8539191 DOI: 10.3390/pathogens10101347] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 10/13/2021] [Accepted: 10/19/2021] [Indexed: 01/04/2023] Open
Abstract
Background.Chlamydia trachomatis (CT) is the agent of the most common bacterial sexually transmitted infection worldwide, with a significant impact on women's health. Despite the increasing number of studies about the vaginal microbiome in women with CT infections, information about the composition of the anal microbiome is still lacking. Here, we assessed the bacterial community profiles of vaginal and anal ecosystems associated or not with CT infection in a cohort of Caucasian young women. Methods. A total of 26 women, including 10 with a contemporary vaginal and ano-rectal CT infection, were enrolled. Composition of vaginal and anal microbiome was studied by 16S rRNA gene profiling. Co-occurrence networks of bacterial communities and metagenome metabolic functions were determined. Results. In case of CT infection, both vaginal and anal environments were characterized by a degree of dysbiosis. Indeed, the vaginal microbiome of CT-positive women were depleted in lactobacilli, with a significant increase in dysbiosis-associated bacteria (e.g., Sneathia, Parvimonas, Megasphaera), whereas the anal microbiota of CT-infected women was characterized by higher levels of Parvimonas and Pseudomonas and lower levels of Escherichia. Interestingly, the microbiome of anus and vagina had numerous bacterial taxa in common, reflecting a significant microbial 'sharing' between the two sites. In the vaginal environment, CT positively correlated with Ezakiella spp. while Gardnerella vaginalis co-occurred with several dysbiosis-related microbes, regardless of CT vaginal infection. The vaginal microbiome of CT-positive females exhibited a higher involvement of chorismate and aromatic amino acid biosynthesis, as well as an increase in mixed acid fermentation. Conclusions. These data could be useful to set up new diagnostic/prognostic tools, offering new perspectives for the control of chlamydial infections.
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Affiliation(s)
- Stefano Raimondi
- Department of Life Sciences, University of Modena and Reggio Emilia, 41121 Modena, Italy; (S.R.); (F.C.); (A.A.); (M.R.)
| | - Francesco Candeliere
- Department of Life Sciences, University of Modena and Reggio Emilia, 41121 Modena, Italy; (S.R.); (F.C.); (A.A.); (M.R.)
| | - Alberto Amaretti
- Department of Life Sciences, University of Modena and Reggio Emilia, 41121 Modena, Italy; (S.R.); (F.C.); (A.A.); (M.R.)
| | - Claudio Foschi
- Microbiology, Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy; (S.M.); (A.M.)
| | - Sara Morselli
- Microbiology, Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy; (S.M.); (A.M.)
| | - Valeria Gaspari
- Dermatology Unit, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), St. Orsola Malpighi University Hospital, 40138 Bologna, Italy;
| | - Maddalena Rossi
- Department of Life Sciences, University of Modena and Reggio Emilia, 41121 Modena, Italy; (S.R.); (F.C.); (A.A.); (M.R.)
| | - Antonella Marangoni
- Microbiology, Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy; (S.M.); (A.M.)
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19
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Trent M, Perin J, Rowell J, Shah M, Anders J, Matson P, Brotman RM, Ravel J, Sharps P, Rothman R, Yusuf HE, Gaydos CA. Using Innovation to Address Adolescent and Young Adult Health Disparities in Pelvic Inflammatory Disease: Design of the Technology Enhanced Community Health Precision Nursing (TECH-PN) Trial. J Infect Dis 2021; 224:S145-S151. [PMID: 34396402 DOI: 10.1093/infdis/jiab157] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
New approaches to pelvic inflammatory disease (PID) care among adolescents and young adults (AYAs) that optimize self-care and personalize treatment are warranted to address age and racial-ethnic PID-related health disparities. Here we describe the 13-month preliminary feasibility and acceptability outcomes of recruitment, retention, and intervention delivery for Technology Enhanced Community Health Precision Nursing (TECH-PN) randomized controlled trial. Urban AYAs 13-25 years assigned female sex at birth with acute mild-moderate PID provided baseline and follow-up interview data and vaginal specimens for sexually transmitted infection (STI), cytokine, and microbiota assessment. All participants received medications and text-messaging support. Participants were block randomized to either control or intervention. Control participants received 1 community nursing visit with self-management for interim care per national guidelines. Intervention participants received unlimited precision care services driven by interim STI and macrolide resistance testing results by an advanced practice provider. In the first 13 months, 75.2% patients were eligible, and 76.1% of eligible patients enrolled. Of the participants, 94% completed the intervention and 96%, 91%, and 89%, respectively, completed their 14-, 30-, and 90-day visits. Baseline laboratory results revealed infection rates that were highest for Mycoplasma genitalium (45%) followed by Chlamydia trachomatis (31%). Preliminary enrollment, STI, intervention delivery, and retention data demonstrate the feasibility and acceptability of the TECH-PN intervention and support rationale for precision care for PID among urban AYAs. ClinicalTrials.gov Identifier. NCT03828994.
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Affiliation(s)
- Maria Trent
- Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jamie Perin
- Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Julia Rowell
- Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Maunank Shah
- Department of Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jennifer Anders
- Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Pamela Matson
- Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Rebecca M Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Phyllis Sharps
- Department of Acute and Chronic Care, School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA
| | - Richard Rothman
- Department of Emergency Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Hasiya E Yusuf
- Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Charlotte A Gaydos
- Department of Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
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20
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Arredondo Eve A, Tunc E, Liu YJ, Agrawal S, Erbak Yilmaz H, Emren SV, Akyıldız Akçay F, Mainzer L, Žurauskienė J, Madak Erdogan Z. Identification of Circulating Diagnostic Biomarkers for Coronary Microvascular Disease in Postmenopausal Women Using Machine-Learning Techniques. Metabolites 2021; 11:metabo11060339. [PMID: 34070374 PMCID: PMC8230313 DOI: 10.3390/metabo11060339] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 05/17/2021] [Accepted: 05/20/2021] [Indexed: 01/13/2023] Open
Abstract
Coronary microvascular disease (CMD) is a common form of heart disease in postmenopausal women. It is not due to plaque formation but dysfunction of microvessels that feed the heart muscle. The majority of the patients do not receive a proper diagnosis, are discharged prematurely and must go back to the hospital with persistent symptoms. Because of the lack of diagnostic biomarkers, in the current study, we focused on identifying novel circulating biomarkers of CMV (cytomegalovirus) that could potentially be used for developing a diagnostic test. We hypothesized that plasma metabolite composition is different for postmenopausal women with no heart disease, CAD (coronary artery disease), or CMD. A total of 70 postmenopausal women, 26 healthy individuals, 23 individuals with CMD and 21 individuals with CAD were recruited. Their full health screening and tests were completed. Basic cardiac examination, including detailed clinical history, additional disease and prescribed drugs, were noted. Electrocardiograph, transthoracic echocardiography and laboratory analysis were also obtained. Additionally, we performed full metabolite profiling of plasma samples from these individuals using gas chromatography-mass spectrometry (GC–MS) analysis, identified and classified circulating biomarkers using machine learning approaches. Stearic acid and ornithine levels were significantly higher in postmenopausal women with CMD. In contrast, valine levels were higher for women with CAD. Our research identified potential circulating plasma biomarkers of this debilitating heart disease in postmenopausal women, which will have a clinical impact on diagnostic test design in the future.
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Affiliation(s)
- Alicia Arredondo Eve
- Department of Food Science and Human Nutrition, Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA; (A.A.E.); (E.T.); (Y.-J.L.)
| | - Elif Tunc
- Department of Food Science and Human Nutrition, Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA; (A.A.E.); (E.T.); (Y.-J.L.)
- Research and Training Hospital, Katip Celebi University, Izmir 35620, Turkey; (H.E.Y.); (S.V.E.); (F.A.A.)
| | - Yu-Jeh Liu
- Department of Food Science and Human Nutrition, Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA; (A.A.E.); (E.T.); (Y.-J.L.)
| | - Saumya Agrawal
- Department of Computer Science, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA;
| | - Huriye Erbak Yilmaz
- Research and Training Hospital, Katip Celebi University, Izmir 35620, Turkey; (H.E.Y.); (S.V.E.); (F.A.A.)
- Izmir Biomedicine and Genome Center, Balcova, Izmir 35340, Turkey
| | - Sadık Volkan Emren
- Research and Training Hospital, Katip Celebi University, Izmir 35620, Turkey; (H.E.Y.); (S.V.E.); (F.A.A.)
| | - Filiz Akyıldız Akçay
- Research and Training Hospital, Katip Celebi University, Izmir 35620, Turkey; (H.E.Y.); (S.V.E.); (F.A.A.)
| | - Luidmila Mainzer
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA; (L.M.); (J.Ž.)
- National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Justina Žurauskienė
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA; (L.M.); (J.Ž.)
- Centre for Computational Biology, University of Birmingham, Birmingham B15 2T, UK
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Zeynep Madak Erdogan
- Department of Food Science and Human Nutrition, Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA; (A.A.E.); (E.T.); (Y.-J.L.)
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA; (L.M.); (J.Ž.)
- Cancer Center at Illinois, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Correspondence:
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21
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Borgogna JLC, Shardell MD, Grace SG, Santori EK, Americus B, Li Z, Ulanov A, Forney L, Nelson TM, Brotman RM, Ravel J, Yeoman CJ. Biogenic Amines Increase the Odds of Bacterial Vaginosis and Affect the Growth of and Lactic Acid Production by Vaginal Lactobacillus spp. Appl Environ Microbiol 2021; 87:e03068-20. [PMID: 33674429 PMCID: PMC8117770 DOI: 10.1128/aem.03068-20] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 02/22/2021] [Indexed: 01/04/2023] Open
Abstract
Bacterial vaginosis (BV) is the most common vaginal disorder of reproductive-aged women, yet its etiology remains enigmatic. One clinical symptom of BV, malodor, is linked to the microbial production of biogenic amines (BA). Using targeted liquid chromatography mass spectrometry, we analyzed 149 longitudinally collected vaginal samples to determine the in vivo concentrations of the most common BAs and then assessed their relationship to BV and effect upon the growth kinetics of axenically cultured vaginal Lactobacillus species. Increases in cadaverine, putrescine, and tyramine were associated with greater odds of women transitioning from L. crispatus-dominated vaginal microbiota to microbiota that have a paucity of Lactobacillus spp. and from Nugent scores of 0 to 3 to Nugent scores of 7 to 10, consistent with BV. Exposure to putrescine lengthened the lag time and/or slowed the growth of all vaginal Lactobacillus spp. except L. jensenii 62G. L. iners AB107's lag time was lengthened by cadaverine but reduced in the presence of spermidine and spermine. The growth rate of L. crispatus VPI 3199 was slowed by cadaverine and tyramine, and strain-specific responses to spermine and spermidine were observed. BAs were associated with reduced production of d- and l-lactic acid by vaginal Lactobacillus spp., and this effect was independent of their effect upon Lactobacillus species growth. The exceptions were higher levels of d- and l-lactic acid by two strains of L. crispatus when grown in the presence of spermine. Results of this study provide evidence of a direct impact of common biogenic amines on vaginal Lactobacillus spp.IMPORTANCELactobacillus spp. are credited with providing the primary defense against gynecological conditions, including BV, most notably through the acidification of the vaginal microenvironment, which results from their production of lactic acid. The microbial production of BAs has been hypothesized to play a mechanistic role in diminishing Lactobacillus species-mediated protection, enabling the colonization and outgrowth of diverse anaerobic bacterial species associated with BV. Here, we demonstrate that in vivo increases in the most commonly observed BAs are associated with a loss of Lactobacillus spp. and the development of BV, measured by Nugent score. Further, we show that BAs formed by amino acid decarboxylase enzymes negatively affect the growth of type strains of the most common vaginal Lactobacillus spp. and separately alter their production of lactic acid. These results suggest that BAs destabilize vaginal Lactobacillus spp. and play an important and direct role in diminishing their protection of the vaginal microenvironment.
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Affiliation(s)
- Joanna-Lynn C Borgogna
- Department of Animal & Range Sciences, Montana State University, Bozeman, Montana, USA
- Department of Microbiology & Immunology, Montana State University, Bozeman, Montana, USA
| | - Michelle D Shardell
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Savannah G Grace
- Department of Animal & Range Sciences, Montana State University, Bozeman, Montana, USA
| | - Elisa K Santori
- Department of Microbiology & Immunology, Montana State University, Bozeman, Montana, USA
| | - Benjamin Americus
- Department of Microbiology & Immunology, Montana State University, Bozeman, Montana, USA
| | - Zhong Li
- Roy J. Carver Biotechnology Center, University of Illinois, Urbana, Illinois, USA
| | - Alexander Ulanov
- Roy J. Carver Biotechnology Center, University of Illinois, Urbana, Illinois, USA
| | - Larry Forney
- Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow, Idaho, USA
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, USA
| | - Tiffanie M Nelson
- Department of Animal & Range Sciences, Montana State University, Bozeman, Montana, USA
- Department of Microbiology & Immunology, Montana State University, Bozeman, Montana, USA
| | - Rebecca M Brotman
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Carl J Yeoman
- Department of Animal & Range Sciences, Montana State University, Bozeman, Montana, USA
- Department of Microbiology & Immunology, Montana State University, Bozeman, Montana, USA
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22
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Ciebiera M, Esfandyari S, Siblini H, Prince L, Elkafas H, Wojtyła C, Al-Hendy A, Ali M. Nutrition in Gynecological Diseases: Current Perspectives. Nutrients 2021; 13:1178. [PMID: 33918317 PMCID: PMC8065992 DOI: 10.3390/nu13041178] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 03/29/2021] [Accepted: 03/30/2021] [Indexed: 12/11/2022] Open
Abstract
Diet and nutrition are fundamental in maintaining the general health of populations, including women's health. Health status can be affected by nutrient deficiency and vice versa. Gene-nutrient interactions are important contributors to health management and disease prevention. Nutrition can alter gene expression, as well as the susceptibility to diseases, including cancer, through several mechanisms. Gynecological diseases in general are diseases involving the female reproductive system and include benign and malignant tumors, infections, and endocrine diseases. Benign diseases such as uterine fibroids and endometriosis are common, with a negative impact on women's quality of life, while malignant tumors are among the most common cause of death in the recent years. In this comprehensive review article, a bibliographic search was performed for retrieving information about nutrients and how their deficiencies can be associated with gynecological diseases, namely polycystic ovary syndrome, infertility, uterine fibroids, endometriosis, dysmenorrhea, and infections, as well as cervical, endometrial, and ovarian cancers. Moreover, we discussed the potential beneficial impact of promising natural compounds and dietary supplements on alleviating these significant diseases.
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Affiliation(s)
- Michał Ciebiera
- Second Department of Obstetrics and Gynecology, Center of Postgraduate Medical Education, 01-809 Warsaw, Poland;
| | - Sahar Esfandyari
- Department of Surgery, University of Illinois at Chicago, Chicago, IL 60612, USA; (S.E.); (H.E.)
| | - Hiba Siblini
- Department of Obstetrics and Gynecology, University of Chicago, Chicago, IL 60637, USA; (H.S.); (A.A.-H.)
| | - Lillian Prince
- Biological Sciences Division, Public Health Sciences, University of Chicago, Chicago, IL 60637, USA;
| | - Hoda Elkafas
- Department of Surgery, University of Illinois at Chicago, Chicago, IL 60612, USA; (S.E.); (H.E.)
- Department of Pharmacology and Toxicology, Egyptian Drug Authority (EDA), Cairo 15301, Egypt
| | - Cezary Wojtyła
- International Prevention Research Institute-Collaborating Centre, Calisia University, 62-800 Kalisz, Poland;
| | - Ayman Al-Hendy
- Department of Obstetrics and Gynecology, University of Chicago, Chicago, IL 60637, USA; (H.S.); (A.A.-H.)
| | - Mohamed Ali
- Clinical Pharmacy Department, Faculty of Pharmacy, Ain Shams University, Cairo 11566, Egypt
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23
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Eve AA, Liu X, Wang Y, Miller MJ, Jeffery EH, Madak-Erdogan Z. Biomarkers of Broccoli Consumption: Implications for Glutathione Metabolism and Liver Health. Nutrients 2020; 12:E2514. [PMID: 32825248 PMCID: PMC7551379 DOI: 10.3390/nu12092514] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 08/12/2020] [Accepted: 08/17/2020] [Indexed: 12/02/2022] Open
Abstract
Diet and lifestyle choices contribute to obesity and liver disease. Broccoli, a brassica vegetable, may mitigate negative effects of both diet and lifestyle. Currently, there are no clinically relevant, established molecular biomarkers that reflect variability in human absorption of brassica bioactives, which may be the cause of variability/inconsistencies in health benefits in the human population. Here, we focused on the plasma metabolite profile and composition of the gut microbiome in rats, a relatively homogenous population in terms of gut microbiota, genetics, sex and diet, to determine if changes in the plasma metabolite profiles caused by dietary broccoli relate to molecular changes in liver. Our aim was to identify plasma indicators that reflect how liver health is impacted by dietary broccoli. Rats were fed a 10% broccoli diet for 14 days. We examined the plasma metabolite composition by metabolomics analysis using GC-MS and gut microbiota using 16S sequencing after 0, 1, 2, 4, 7, 14 days of broccoli feeding. We identified 25 plasma metabolites that changed with broccoli consumption, including metabolites associated with hepatic glutathione synthesis, and with de novo fatty acid synthesis. Glutamine, stearic acid, and S-methyl-L-cysteine (SMC) relative abundance changes correlated with changes in gut bacteria previously implicated in metabolic disease and with validated increases in expression of hepatic NAD(P)H dehydrogenase [quinone] 1 (NQO1) and nuclear factor (erythroid-derived 2)-like 2 (Nrf2), associated with elevated hepatic glutathione synthesis. Circulating biomarkers following broccoli consumption reflect gut-liver axis health.
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Affiliation(s)
- Alicia Arredondo Eve
- Department of Food Science and Human Nutrition, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA; (A.A.E.); (X.L.); (Y.W.); (M.J.M.); (E.H.J.)
| | - Xiaoji Liu
- Department of Food Science and Human Nutrition, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA; (A.A.E.); (X.L.); (Y.W.); (M.J.M.); (E.H.J.)
| | - Yanling Wang
- Department of Food Science and Human Nutrition, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA; (A.A.E.); (X.L.); (Y.W.); (M.J.M.); (E.H.J.)
| | - Michael J. Miller
- Department of Food Science and Human Nutrition, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA; (A.A.E.); (X.L.); (Y.W.); (M.J.M.); (E.H.J.)
- Division of Nutritional Science, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA
- Carl R. Woese Institute of Genomic Biology, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA
| | - Elizabeth H. Jeffery
- Department of Food Science and Human Nutrition, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA; (A.A.E.); (X.L.); (Y.W.); (M.J.M.); (E.H.J.)
- Division of Nutritional Science, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA
| | - Zeynep Madak-Erdogan
- Department of Food Science and Human Nutrition, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA; (A.A.E.); (X.L.); (Y.W.); (M.J.M.); (E.H.J.)
- Division of Nutritional Science, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA
- Carl R. Woese Institute of Genomic Biology, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA
- Cancer Center at Illinois, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA
- Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA
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