151
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Zhang X, Lin Y, Xie X, Shen M, Huang G, Yang Y. Is acne in adolescence associated with prostate cancer risk? Evidence from a meta-analysis. PLoS One 2018; 13:e0206249. [PMID: 30403728 PMCID: PMC6221330 DOI: 10.1371/journal.pone.0206249] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Accepted: 10/09/2018] [Indexed: 12/16/2022] Open
Abstract
Introduction Previous studies regarding the relationship between acne and prostate cancer risk have reported inconsistent results. We performed the present meta-analysis of observational studies to summarize the evidence on this association. Methods A comprehensive literature search up to March 2018 was performed in PubMed, Scopus, Web of Science, and Chinese National Knowledge Infrastructure (CNKI) databases. Summary odds ratios (ORs) with 95% confidence intervals (CIs) were estimated with a random effects model. The Q statistic and the I2 index were used to evaluate the heterogeneity across the studies. Results Eight studies were ultimately included in this meta-analysis. In the overall analysis, no significant association was found between acne and prostate cancer risk (OR = 1.08, 95% CI 0.93–1.25). A significant heterogeneity was observed across studies (P = 0.006, I2 = 64.5%). In the subgroup analysis by study design, a significant association was observed in the cohort studies (OR = 1.51, 95% CI 1.19–1.93) but not in the case-control studies (OR = 0.98, 95% CI 0.86–1.12). Conclusions In summary, this meta-analysis did not find an association between acne in adolescence and prostate cancer risk. However, because there was some heterogeneity in the overall analysis and a significant association was observed in the meta-analysis of the cohort studies, further well-designed large prospective studies are warranted to confirm our results.
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Affiliation(s)
- Xian Zhang
- Department of Geriatrics, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yi Lin
- Department of Oral and Maxillofacial Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Xiaoning Xie
- Department of Geriatrics, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Meiya Shen
- Department of Geriatrics, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Guoping Huang
- Department of Geriatrics, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yunmei Yang
- Department of Geriatrics, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
- * E-mail:
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152
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Liss MA, White JR, Goros M, Gelfond J, Leach R, Johnson-Pais T, Lai Z, Rourke E, Basler J, Ankerst D, Shah DP. Metabolic Biosynthesis Pathways Identified from Fecal Microbiome Associated with Prostate Cancer. Eur Urol 2018; 74:575-582. [PMID: 30007819 PMCID: PMC6716160 DOI: 10.1016/j.eururo.2018.06.033] [Citation(s) in RCA: 120] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2018] [Accepted: 06/21/2018] [Indexed: 12/15/2022]
Abstract
BACKGROUND The fecal microbiome is associated with prostate cancer risk factors (obesity, inflammation) and can metabolize and produce various products that may influence cancer but have yet to be defined in prostate cancer. OBJECTIVE To investigate gut bacterial diversity, identify specific metabolic pathways associated with disease, and develop a microbiome risk profile for prostate cancer. DESIGN, SETTING, AND PARTICIPANTS After prospective collection of 133 rectal swab samples 2 wk before the transrectal prostate biopsy, we perform 16S rRNA amplicon sequencing on 105 samples (64 with cancer, 41 without cancer). Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) was applied to infer functional categories associated with taxonomic composition. The p values were adjusted using the false discovery rate. The α- and β-diversity analyses were performed using QIIME. The Mann-Whitney U test was employed to evaluate the statistical significance of β-diversity distances within and between groups of interest, and least absolute shrinkage and selection operator (LASSO) regression analysis was used to determine pathway significance. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS The detection of prostate cancer on transrectal prostate needle biopsy and 16s microbiome profile. RESULTS AND LIMITATIONS We identified significant associations between total community composition and cancer/non-cancer status (Bray-Curtis distance metric, p<0.01). We identified significant differences in enrichments of Bacteroides and Streptococcus species in cancer (all p<0.04). Folate (LDA 3.8) and arginine (LDA 4.1) were the most significantly altered pathways. We formed a novel microbiome-derived risk factor for prostate cancer based on 10 aberrant metabolic pathways (area under curve=0.64, p=0.02). CONCLUSIONS Microbiome analyses on men undergoing prostate biopsy noted mostly similar bacterial species diversity among men diagnosed with and without prostate cancer. The microbiome may have subtle influences on prostate cancer but are likely patient-specific and would require paired analysis and precise manipulation, such as improvement of natural bacterial folate production. PATIENT SUMMARY Microbiome evaluation may provide patients with personalized data regarding the presence or absence of particular bacteria that have metabolic functions and implications regarding prostate cancer risk. The study provides a basis to investigate the manipulation of aberrant microbiomes to reduce prostate cancer risk.
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Affiliation(s)
- Michael A Liss
- Department of Urology, University of Texas Health Science Center, San Antonio, TX, USA; South Texas Veterans Healthcare System, San Antonio, TX, USA.
| | | | - Martin Goros
- Department of Epidemiology and Biostatistics, University of Texas Health Science Center, San Antonio, TX, USA
| | - Jonathan Gelfond
- Department of Epidemiology and Biostatistics, University of Texas Health Science Center, San Antonio, TX, USA
| | - Robin Leach
- Department of Urology, University of Texas Health Science Center, San Antonio, TX, USA
| | - Teresa Johnson-Pais
- Department of Urology, University of Texas Health Science Center, San Antonio, TX, USA
| | - Zhao Lai
- Greehey Children's Cancer Research Institute, San Antonio, TX, USA
| | - Elizabeth Rourke
- Department of Urology, University of Texas Health Science Center, San Antonio, TX, USA
| | - Joseph Basler
- Department of Urology, University of Texas Health Science Center, San Antonio, TX, USA
| | - Donna Ankerst
- Department of Urology, University of Texas Health Science Center, San Antonio, TX, USA
| | - Dimpy P Shah
- Department of Epidemiology and Biostatistics, University of Texas Health Science Center, San Antonio, TX, USA
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153
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Integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma. Sci Rep 2018; 8:14269. [PMID: 30250137 PMCID: PMC6155140 DOI: 10.1038/s41598-018-32549-1] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 09/10/2018] [Indexed: 12/20/2022] Open
Abstract
Reactive stroma is a tissue feature commonly observed in the tumor microenvironment of prostate cancer and has previously been associated with more aggressive tumors. The aim of this study was to detect differentially expressed genes and metabolites according to reactive stroma content measured on the exact same prostate cancer tissue sample. Reactive stroma was evaluated using histopathology from 108 fresh frozen prostate cancer samples gathered from 43 patients after prostatectomy (Biobank1). A subset of the samples was analyzed both for metabolic (n = 85) and transcriptomic alterations (n = 78) using high resolution magic angle spinning magnetic resonance spectroscopy (HR-MAS MRS) and RNA microarray, respectively. Recurrence-free survival was assessed in patients with clinical follow-up of minimum five years (n = 38) using biochemical recurrence (BCR) as endpoint. Multivariate metabolomics and gene expression analysis compared low (≤15%) against high reactive stroma content (≥16%). High reactive stroma content was associated with BCR in prostate cancer patients even when accounting for the influence of Grade Group (Cox hazard proportional analysis, p = 0.013). In samples with high reactive stroma content, metabolites and genes linked to immune functions and extracellular matrix (ECM) remodeling were significantly upregulated. Future validation of these findings is important to reveal novel biomarkers and drug targets connected to immune mechanisms and ECM in prostate cancer. The fact that high reactive stroma grading is connected to BCR adds further support for the clinical integration of this histopathological evaluation.
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154
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Bučević Popović V, Šitum M, Chow CET, Chan LS, Roje B, Terzić J. The urinary microbiome associated with bladder cancer. Sci Rep 2018; 8:12157. [PMID: 30108246 PMCID: PMC6092344 DOI: 10.1038/s41598-018-29054-w] [Citation(s) in RCA: 169] [Impact Index Per Article: 24.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 07/04/2018] [Indexed: 12/15/2022] Open
Abstract
Recent findings suggest that human microbiome can influence the development of cancer, but the role of microorganisms in bladder cancer pathogenesis has not been explored yet. The aim of this study was to characterize and compare the urinary microbiome of bladder cancer patients with those of healthy controls. Bacterial communities present in urine specimens collected from 12 male patients diagnosed with bladder cancer, and from 11 healthy, age-matched individuals were analysed using 16S sequencing. Our results show that the most abundant phylum in both groups was Firmicutes, followed by Actinobacteria, Bacteroidetes and Proteobacteria. While microbial diversity and overall microbiome composition were not significantly different between groups, we could identify operational taxonomic units (OTUs) that were more abundant in either group. Among those that were significantly enriched in the bladder cancer group, we identified an OTU belonging to genus Fusobacterium, a possible protumorigenic pathogen. In an independent sample of 42 bladder cancer tissues, 11 had Fusobacterium nucleatum sequences detected by PCR. Three OTUs from genera Veillonella, Streptococcus and Corynebacterium were more abundant in healthy urines. However, due to the limited number of participants additional studies are needed to determine if urinary microbiome is associated with bladder cancer.
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Affiliation(s)
| | - Marijan Šitum
- University Hospital Split, Department of Urology, Split, Croatia
| | | | - Luisa S Chan
- Second Genome, Inc., San Francisco, California, USA
| | - Blanka Roje
- University of Split, School of Medicine, Department of Immunology, Split, Croatia
| | - Janoš Terzić
- University of Split, School of Medicine, Department of Immunology, Split, Croatia.
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155
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Cavarretta I, Mancini N, Salonia A. Analysis of the Enteric Microbiome: First Tentative Steps Towards a Comprehensive Work-up of Prostate Cancer? Eur Urol 2018; 74:583-584. [PMID: 30037526 DOI: 10.1016/j.eururo.2018.07.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Accepted: 07/09/2018] [Indexed: 01/14/2023]
Affiliation(s)
- Ilaria Cavarretta
- Division of Experimental Oncology, Urological Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy.
| | - Nicasio Mancini
- Microbiology and Virology Unit, IRCCS Ospedale San Raffaele, Milan, Italy; Università Vita-Salute San Raffaele, Milan, Italy
| | - Andrea Salonia
- Division of Experimental Oncology, Urological Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy; Università Vita-Salute San Raffaele, Milan, Italy
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156
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Porter CM, Shrestha E, Peiffer LB, Sfanos KS. The microbiome in prostate inflammation and prostate cancer. Prostate Cancer Prostatic Dis 2018; 21:345-354. [PMID: 29795140 DOI: 10.1038/s41391-018-0041-1] [Citation(s) in RCA: 116] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2017] [Accepted: 01/26/2018] [Indexed: 12/17/2022]
Abstract
BACKGROUND The human microbiome may influence prostate cancer initiation and/or progression through both direct and indirect interactions. To date, the majority of studies have focused on direct interactions including the influence of prostate infections on prostate cancer risk and, more recently, on the composition of the urinary microbiome in relation to prostate cancer. Less well understood are indirect interactions of the microbiome with prostate cancer, such as the influence of the gastrointestinal or oral microbiota on pro- or anti-carcinogenic xenobiotic metabolism, and treatment response. METHODS We review the literature to date on direct and indirect interactions of the microbiome with prostate inflammation and prostate cancer. RESULTS Emerging studies indicate that the microbiome can influence prostate inflammation in relation to benign prostate conditions such as prostatitis/chronic pelvic pain syndrome and benign prostatic hyperplasia, as well as in prostate cancer. We provide evidence that the human microbiome present at multiple anatomic sites (urinary tract, gastrointestinal tract, oral cavity, etc.) may play an important role in prostate health and disease. CONCLUSIONS In health, the microbiome encourages homeostasis and helps educate the immune system. In dysbiosis, a systemic inflammatory state may be induced, predisposing remote anatomical sites to disease, including cancer. The microbiome's ability to affect systemic hormone levels may also be important, particularly in a disease such as prostate cancer that is dually affected by estrogen and androgen levels. Due to the complexity of the potential interconnectedness between prostate cancer and the microbiome, it is vital to further explore and understand the relationships that are involved.
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Affiliation(s)
- Corey M Porter
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Eva Shrestha
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lauren B Peiffer
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Department of Comparative and Molecular Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Karen S Sfanos
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA. .,Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, USA. .,Department of Urology, James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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157
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Heidler S, Drerup M, Lusuardi L, Bannert U, Bretterbauer K, Bures J, Dietersdorfer F, Dlouhy-Schütz E, Hessler C, Karpf R, Mittellehner LA, Mitlöhner B, Schwarz S, Thomay G, Lösch G, Freibauer C, Albrecht W. The Correlation of Prostate Volume and Prostate-specific Antigen Levels With Positive Bacterial Prostate Tissue Cultures. Urology 2018. [DOI: 10.1016/j.urology.2018.02.035] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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158
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Zakariah M, Khan S, Chaudhary AA, Rolfo C, Ben Ismail MM, Alotaibi YA. To Decipher the Mycoplasma hominis Proteins Targeting into the Endoplasmic Reticulum and Their Implications in Prostate Cancer Etiology Using Next-Generation Sequencing Data. Molecules 2018; 23:994. [PMID: 29695086 PMCID: PMC6099661 DOI: 10.3390/molecules23050994] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 04/16/2018] [Accepted: 04/18/2018] [Indexed: 12/21/2022] Open
Abstract
Cancer was initially considered a genetic disease. However, recent studies have revealed the connection between bacterial infections and growth of different types of cancer. The enteroinvasive strain of Mycoplasma hominis alters the normal behavior of host cells that may result in the growth of prostate cancer. The role of M. hominis in the growth and development of prostate cancer still remains unclear. The infection may regulate several factors that influence prostate cancer growth in susceptible individuals. The aim of this study was to predict M. hominis proteins targeted into the endoplasmic reticulum (ER) of the host cell, and their potential role in the induction of prostate cancer. From the whole proteome of M. hominis, 19 proteins were predicted to be targeted into the ER of host cells. The results of our study predict that several proteins of M. hominis may be targeted to the host cell ER, and possibly alter the normal pattern of protein folding. These predicted proteins can modify the normal function of the host cell. Thus, the intercellular infection of M. hominis in host cells may serve as a potential factor in prostate cancer etiology.
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Affiliation(s)
- Mohammed Zakariah
- Research Center, College of Computer and Information Science, King Saud University, Riyadh 11451, Saudi Arabia.
| | - Shahanavaj Khan
- Nanomedicine & Biotechnology Research Unit, Department of Pharmaceutics, College of Pharmacy, P.O. Box 2457, King Saud University, Riyadh 11451, Saudi Arabia.
- Department of Bioscience, Shri Ram Group of College (SRGC), Muzaffarnagar 251002, UP, India.
| | - Anis Ahmad Chaudhary
- Department of Pharmacology, College of Medicine, Al-Imam Mohammad Ibn Saud Islamic University, Riyadh 11451, Saudi Arabia.
| | - Christian Rolfo
- Phase I-Early Clinical Trials Unit, Oncology Department, Antwerp University Hospital, "Centre for Oncological Research (CORE)", 2650 Edegem, Belgium.
| | - Mohamed Maher Ben Ismail
- Computer Science Department, College of Computer and Information Sciences, King Saud University, Riyadh 11451, Saudi Arabia.
| | - Yousef Ajami Alotaibi
- Computer Science Department, College of Computer and Information Sciences, King Saud University, Riyadh 11451, Saudi Arabia.
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159
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Ugge H, Udumyan R, Carlsson J, Andrén O, Montgomery S, Davidsson S, Fall K. Acne in late adolescence and risk of prostate cancer. Int J Cancer 2017; 142:1580-1585. [PMID: 29205339 PMCID: PMC5838533 DOI: 10.1002/ijc.31192] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Revised: 10/30/2017] [Accepted: 11/17/2017] [Indexed: 01/16/2023]
Abstract
Accumulating evidence suggest that Propionibacterium acnes may play a role in prostate carcinogenesis, but data are so far limited and inconclusive. The aim of this population-based cohort study was therefore to test whether presence of acne vulgaris during late adolescence is associated with an increased risk of prostate cancer later in life. We identified a large cohort of young men born in Sweden between 1952 and 1956, who underwent mandatory assessment for military conscription around the age of 18 (n = 243,187). Test information along with health data including medical diagnoses at time of conscription was available through the Swedish Military Conscription Register and the National Patient Register. The cohort was followed through linkages to the Swedish Cancer Register to identify the occurrence of prostate cancer until December 31, 2009. We used Cox regression to calculate adjusted hazard ratios (HR) and 95% confidence intervals (95% CI) for the association between acne in adolescence and prostate cancer risk. A total of 1,633 men were diagnosed with prostate cancer during a median follow-up of 36.7 years. A diagnosis of acne was associated with a statistically significant increased risk for prostate cancer (adjusted HR: 1.43 95%; CI: 1.06-1.92), particularly for advanced stage disease (HR: 2.37 95%; CI 1.19-4.73). A diagnosis of acne classified as severe conferred a sixfold increased risk of prostate cancer (HR: 5.70 95% CI 1.42-22.85). Data from this large prospective population-based cohort add new evidence supporting a role of P. acnes infection in prostate cancer.
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Affiliation(s)
- Henrik Ugge
- Department of Urology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Ruzan Udumyan
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Jessica Carlsson
- Department of Urology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Ove Andrén
- Department of Urology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Scott Montgomery
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University, Örebro, Sweden.,Clinical Epidemiology Unit, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden.,Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Sabina Davidsson
- Department of Urology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Katja Fall
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University, Örebro, Sweden.,Department of Medical Epidemiology, Karolinska Institutet, Stockholm, Sweden
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160
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Identification of low oxygen-tolerating bacteria in prostate secretions of cancer patients and discussion of possible aetiological significance. Sci Rep 2017; 7:15164. [PMID: 29123122 PMCID: PMC5680220 DOI: 10.1038/s41598-017-13782-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Accepted: 10/02/2017] [Indexed: 01/25/2023] Open
Abstract
The microaerophylic organism Propionibacterium acnes has shown consistent association with prostate cancer (PC). Studies linking circumcision with reduced PC further support anaerobes involvement as circumcision reduces anaerobe colonisation on the glans penis. A 1988 study linked anaerobes with PC but considered them as opportunists in necrotic tumour. A hypothesis that a “Helicobacter-like” process causes PC justified this pilot study. Active surveillance patients were enrolled. Post-prostate massage urine samples were screened using the Matrix-Assisted Laser Desorption/Ionization Time-of-Flight (MALDI-TOF) technique for bacterial identification after culture in anaerobic and aerobic conditions. 8 out of 18 patients (41%) had either obligate anaerobic (n = 5) or microaerophilic (n = 4, one of whom also had anaerobes) organisms identified. None of 10 control samples contained obligate anaerobes. Although mean PSA was 63% higher in those with low oxygen tolerating bacteria, two high outliers resulted in this difference being non-significant. Given the substantially higher proportion of PC patients with organisms growing in a low concentration of oxygen when combined with previous studies compared to controls, the degree of significance was as high as smoking 5–9 cigarettes a day and needs further investigation. Translational research in trials combining Vitamin D and aspirin have begun as part of such investigation.
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161
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Garg N, Wang M, Hyde E, da Silva RR, Melnik AV, Protsyuk I, Bouslimani A, Lim YW, Wong R, Humphrey G, Ackermann G, Spivey T, Brouha SS, Bandeira N, Lin GY, Rohwer F, Conrad DJ, Alexandrov T, Knight R, Dorrestein PC. Three-Dimensional Microbiome and Metabolome Cartography of a Diseased Human Lung. Cell Host Microbe 2017; 22:705-716.e4. [PMID: 29056429 DOI: 10.1016/j.chom.2017.10.001] [Citation(s) in RCA: 79] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Revised: 07/12/2017] [Accepted: 09/14/2017] [Indexed: 12/12/2022]
Abstract
Our understanding of the spatial variation in the chemical and microbial makeup of an entire human organ remains limited, in part due to the size and heterogeneity of human organs and the complexity of the associated metabolome and microbiome. To address this challenge, we developed a workflow to enable the cartography of metabolomic and microbiome data onto a three-dimensional (3D) organ reconstruction built off radiological images. This enabled the direct visualization of the microbial and chemical makeup of a human lung from a cystic fibrosis patient. We detected host-derived molecules, microbial metabolites, medications, and region-specific metabolism of medications and placed it in the context of microbial distributions in the lung. Our tool further created browsable maps of a 3D microbiome/metabolome reconstruction map on a radiological image of a human lung and forms an interactive resource for the scientific community.
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Affiliation(s)
- Neha Garg
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA 92093, USA
| | - Mingxun Wang
- Department of Computer Science & Engineering, University of California, San Diego, La Jolla, CA 92093, USA
| | - Embriette Hyde
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Ricardo R da Silva
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA 92093, USA
| | - Alexey V Melnik
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA 92093, USA
| | - Ivan Protsyuk
- Structural and Computational Biology, European Molecular Biology Laboratory, Heidelberg 69117, Germany
| | - Amina Bouslimani
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA 92093, USA
| | - Yan Wei Lim
- Biology Department, San Diego State University, San Diego, CA, USA
| | - Richard Wong
- Department of Pathology, University of California, San Diego Health, San Diego, CA 92103, USA
| | - Greg Humphrey
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Gail Ackermann
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Timothy Spivey
- Department of Radiology, University of California, San Diego Health, San Diego, CA 92103, USA
| | - Sharon S Brouha
- Department of Radiology, University of California, San Diego Health, San Diego, CA 92103, USA
| | - Nuno Bandeira
- Department of Computer Science & Engineering, University of California, San Diego, La Jolla, CA 92093, USA
| | - Grace Y Lin
- Department of Pathology, University of California, San Diego Health, San Diego, CA 92103, USA
| | - Forest Rohwer
- Biology Department, San Diego State University, San Diego, CA, USA
| | - Douglas J Conrad
- Department of Medicine, University of California, San Diego, La Jolla, CA 92093, USA.
| | - Theodore Alexandrov
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA 92093, USA; Structural and Computational Biology, European Molecular Biology Laboratory, Heidelberg 69117, Germany.
| | - Rob Knight
- Department of Computer Science & Engineering, University of California, San Diego, La Jolla, CA 92093, USA; Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA; Center for Microbiome Innovation, University of California, San Diego, La Jolla, CA 92093, USA.
| | - Pieter C Dorrestein
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA 92093, USA; Department of Computer Science & Engineering, University of California, San Diego, La Jolla, CA 92093, USA; Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA; Center for Microbiome Innovation, University of California, San Diego, La Jolla, CA 92093, USA.
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162
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