Analysis of microbial sequences in plasma cell-free DNA for early-onset breast cancer patients and healthy females

BackgroundCell-free circulating DNA (cfDNA) is becoming a useful biopsy for noninvasive diagnosis of diseases. Microbial sequences in plasma cfDNA may provide important information to improve prognosis and treatment. We have developed a stringent method to identify microbial species via microbial cfDNA in the blood plasma of early-onset breast cancer (EOBC) patients and healthy females. Empirically, microbe-originated sequence reads were identified by mapping non-human PE reads in cfDNA libraries to microbial databases. Those mapped concordantly to unique microbial species were assembled into contigs, which were subsequently aligned to the same databases. Microbial species uniquely aligned were identified and compared across all individuals on MCRPM (Microbial CfDNA Reads Per Million quality PE reads) basis.ResultsThe predominant microbial cfDNAs in all plasma samples examined are originated from bacteria and these bacteria were limited to only a few genera. Among those, Acinetobacter johnsonii XBB1 and low levels of Mycobacterium spp. were commonly found in all healthy females, but also present in an EOBC patient. Compared to those in healthy counterparts, bacterial species in EOBC patients are more diverse and more likely to present at high levels. Among these three EOBC patients tested, a patient who has record high titer (2,724 MCRPM) of Pseudomonas mendocina together with 8.82 MCRPM of Pannonibacter phragmitetus has passed away; another patient infected by multiple Sphingomonas species remains alive; while the third patient who has similar microbial species (Acinetobacter johnsonii XBB1) commonly seen in normal controls is having a normal life.ConclusionsOur preliminary data on the profiles of microbial cfDNA sequences suggested that it may have some prognostic value in cancer patients. Validation in larger number of patients is warranted.

[1]  J. Butel,et al.  Viral carcinogenesis: revelation of molecular mechanisms and etiology of human disease. , 2000, Carcinogenesis.

[2]  Kazuo Kobayashi,et al.  Sphingomonas melonis sp. nov., a novel pathogen that causes brown spots on yellow Spanish melon fruits. , 2002, International journal of systematic and evolutionary microbiology.

[3]  G. Tedeschi,et al.  Staphylococcus epidermidis in the circulating blood of normal and thrombocytopenic human subjects: Immunological data , 1976, Experientia.

[4]  Robert A. Edwards,et al.  Quality control and preprocessing of metagenomic datasets , 2011, Bioinform..

[5]  K. Chayama,et al.  Role of Helicobacter pylori infection and chronic inflammation in gastric cancer in the cardia. , 2007, Japanese journal of clinical oncology.

[6]  K. Luh,et al.  [Identification and typing of Pseudomonas pickettii during an episode of nosocomial outbreak]. , 1992, Zhonghua Minguo wei sheng wu ji mian yi xue za zhi = Chinese journal of microbiology and immunology.

[7]  Mukesh Jain,et al.  NGS QC Toolkit: A Toolkit for Quality Control of Next Generation Sequencing Data , 2012, PloS one.

[8]  H. Vali,et al.  Are There Naturally Occurring Pleomorphic Bacteria in the Blood of Healthy Humans? , 2002, Journal of Clinical Microbiology.

[9]  J. Shamonki,et al.  Microbial Dysbiosis Is Associated with Human Breast Cancer , 2014, PloS one.

[10]  Margaret E McLaughlin-Drubin,et al.  Viruses associated with human cancer. , 2008, Biochimica et biophysica acta.

[11]  J. E. Olsen,et al.  Phenotypic characterization and antibiotic resistance of Acinetobacter spp. isolated from aquatic sources , 1999, Journal of applied microbiology.

[12]  D. Parkin,et al.  The global health burden of infection‐associated cancers in the year 2002 , 2006, International journal of cancer.

[13]  J. McPherson,et al.  Coming of age: ten years of next-generation sequencing technologies , 2016, Nature Reviews Genetics.

[14]  M. Blaser Understanding Microbe-Induced Cancers , 2008, Cancer Prevention Research.

[15]  P. Gerner-Smidt,et al.  Distribution of Acinetobacter species on human skin: comparison of phenotypic and genotypic identification methods , 1997, Journal of clinical microbiology.

[16]  S. Tsui,et al.  Detection and identification of plasma bacterial and viral elements in HIV/AIDS patients in comparison to healthy adults. , 2012, Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases.

[17]  V. Nizet,et al.  Skin microbiota: a source of disease or defence? , 2008, The British journal of dermatology.

[18]  Paolo Visca,et al.  Acinetobacter infection – an emerging threat to human health , 2011, IUBMB life.

[19]  A. von Haeseler,et al.  Next-generation sequencing diagnostics of bacteremia in septic patients , 2016, Genome Medicine.

[20]  D. Kell,et al.  The dormant blood microbiome in chronic, inflammatory diseases , 2015, FEMS microbiology reviews.

[21]  D. Relman,et al.  Does Blood of Healthy Subjects Contain Bacterial Ribosomal DNA? , 2001, Journal of Clinical Microbiology.

[22]  M. Tangney,et al.  Bacteria and tumours: causative agents or opportunistic inhabitants? , 2013, Infectious Agents and Cancer.

[23]  P. Gunasekaran,et al.  Elevated Levels of Circulating DNA in Cardiovascular Disease Patients: Metagenomic Profiling of Microbiome in the Circulation , 2014, PloS one.

[24]  D. Elgui de Oliveira,et al.  DNA viruses in human cancer: an integrated overview on fundamental mechanisms of viral carcinogenesis. , 2007, Cancer letters.

[25]  Steven L Salzberg,et al.  Fast gapped-read alignment with Bowtie 2 , 2012, Nature Methods.

[26]  M. Grace,et al.  Mechanisms of Human Papillomavirus-Induced Oncogenesis , 2004, Journal of Virology.

[27]  David R. Riley,et al.  Bacteria-Human Somatic Cell Lateral Gene Transfer Is Enriched in Cancer Samples , 2013, PLoS Comput. Biol..

[28]  T. Pitt,et al.  Distribution of Acinetobacter Species on Skin of Healthy Humans , 1999, European Journal of Clinical Microbiology and Infectious Diseases.

[29]  Soumen Roy,et al.  Microbiota: a key orchestrator of cancer therapy , 2017, Nature Reviews Cancer.