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Gadaleta E, Thorn GJ, Ross-Adams H, Jones LJ, Chelala C. Field cancerization in breast cancer. J Pathol 2022; 257:561-574. [PMID: 35362092 PMCID: PMC9322418 DOI: 10.1002/path.5902] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 03/23/2022] [Accepted: 03/29/2022] [Indexed: 11/30/2022]
Abstract
Breast cancer affects one in seven women worldwide during their lifetime. Widespread mammographic screening programs and education campaigns allow for early detection of the disease, often during its asymptomatic phase. Current practice in treatment and recurrence monitoring is based primarily on pathological evaluations but can also encompass genomic evaluations, both of which focus on the primary tumor. Although breast cancer is one of the most studied cancers, patients still recur at a rate of up to 15% within the first 10 years post‐surgery. Local recurrence was originally attributed to tumor cells contaminating histologically normal (HN) tissues beyond the surgical margin, but advances in technology have allowed for the identification of distinct aberrations that exist in the peri‐tumoral tissues themselves. One leading theory to explain this phenomenon is the field cancerization theory. Under this hypothesis, tumors arise from a field of molecularly altered cells that create a permissive environment for malignant evolution, which can occur with or without morphological changes. The traditional histopathology paradigm dictates that molecular alterations are reflected in the tissue phenotype. However, the spectrum of inter‐patient variability of normal breast tissue may obfuscate recognition of a cancerized field during routine diagnostics. In this review, we explore the concept of field cancerization focusing on HN peri‐tumoral tissues: we present the pathological and molecular features of field cancerization within these tissues and discuss how the use of peri‐tumoral tissues can affect research. Our observations suggest that pathological and molecular evaluations could be used synergistically to assess risk and guide the therapeutic management of patients. © 2022 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Emanuela Gadaleta
- Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Graeme J Thorn
- Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Helen Ross-Adams
- Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Louise J Jones
- Centre for Tumour Biology Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Claude Chelala
- Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer Institute, Queen Mary University of London, London, UK
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Iyer DN, Foo DCC, Lo OSH, Wan TMH, Li X, Sin RWY, Pang RWC, Law WL, Ng L. MiR-509-3p is oncogenic, targets the tumor suppressor PHLPP2, and functions as a novel tumor adjacent normal tissue based prognostic biomarker in colorectal cancer. BMC Cancer 2022; 22:351. [PMID: 35361144 PMCID: PMC8969217 DOI: 10.1186/s12885-021-09075-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 11/30/2021] [Indexed: 12/28/2022] Open
Abstract
Background Recently the role of microRNAs has been explored immensely as novel regulators and potential biomarkers in several cancers. MiR-509-3p is one such miRNA that has been observed to show a mixed expression in different cancers, while it’s expression and clinical relevance in colorectal cancer (CRC) has not yet been characterized. Methods We used quantitative PCR to evaluate the expression of miR-509-3p in fresh-frozen CRC tumor tissues and the corresponding tumor-adjacent normal (NAT) tissues from 103 patients. Subsequently, functional studies were performed to further interpret the role of the miRNA in CRC. Results MiR-509-3p was found to be overexpressed in CRC tissues in nearly 80% of cases and was associated with an aggressive disease presentation. Notably, a higher expression of the miRNA promoted cell proliferation, migration, and invasion of CRC cells in in vitro and in vivo models. Mechanistically, we confirmed that miR-509-3p directly binds the 3’UTR of the tumor suppressor PHLPP2 and inhibits its expression. Furthermore, within the previous 103 clinical tissue specimens, we observed an overexpression of miR-509-3p within the NAT tissue of patients associated with a poor disease prognosis. Using multivariate analysis, it was observed that the expression of miR-509-3p within the NAT tissue was an independent predictor of prognosis in CRC. At the cellular level, through indirect coculture experiments, miR-509-3p was observed to regulate the proliferative, migratory, and invasive behavior of normal colon cells. Conclusion MiR-509-3p strongly contributes to the development and progression of CRC and can potentially function as a prognostic biomarker in the disease. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-09075-x.
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Affiliation(s)
- Deepak Narayanan Iyer
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Dominic Chi-Chung Foo
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Oswens Siu-Hung Lo
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Timothy Ming-Hun Wan
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Xue Li
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Ryan Wai-Yan Sin
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Roberta Wen-Chi Pang
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Wai-Lun Law
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Lui Ng
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China.
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Takeshima H, Ushijima T. Accumulation of genetic and epigenetic alterations in normal cells and cancer risk. NPJ Precis Oncol 2019; 3:7. [PMID: 30854468 PMCID: PMC6403339 DOI: 10.1038/s41698-019-0079-0] [Citation(s) in RCA: 131] [Impact Index Per Article: 26.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Accepted: 02/11/2019] [Indexed: 12/17/2022] Open
Abstract
Cancers develop due to the accumulation of genetic and epigenetic alterations. Genetic alterations are induced by aging, mutagenic chemicals, ultraviolet light, and other factors; whereas, epigenetic alterations are mainly by aging and chronic inflammation. The accumulation and patterns of alterations in normal cells reflect our past exposure levels and life history. Most accumulated alterations are considered as passengers, but their accumulation is correlated with cancer drivers. This has been shown for aberrant DNA methylation but has only been speculated for genetic alterations. However, recent technological advancements have enabled measurement of rare point mutations, and studies have shown that their accumulation levels are indeed correlated with cancer risk. When the accumulation levels of aberrant DNA methylation and point mutations are combined, risk prediction becomes even more accurate. When high levels of alterations accumulate, the tissue has a high risk of developing cancer or even multiple cancers and is considered as a “cancerization field”, with or without expansion of physiological patches of clonal cells. In this review, we describe the formation of a cancerization field and how we can apply its detection in precision cancer risk diagnosis.
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Affiliation(s)
- Hideyuki Takeshima
- Division of Epigenomics, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, 104-0045 Tokyo, Japan
| | - Toshikazu Ushijima
- Division of Epigenomics, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, 104-0045 Tokyo, Japan
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Mapping genomic and transcriptomic alterations spatially in epithelial cells adjacent to human breast carcinoma. Nat Commun 2017; 8:1245. [PMID: 29093438 PMCID: PMC5665998 DOI: 10.1038/s41467-017-01357-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Accepted: 09/12/2017] [Indexed: 12/21/2022] Open
Abstract
Almost all genomic studies of breast cancer have focused on well-established tumours because it is technically challenging to study the earliest mutational events occurring in human breast epithelial cells. To address this we created a unique dataset of epithelial samples ductoscopically obtained from ducts leading to breast carcinomas and matched samples from ducts on the opposite side of the nipple. Here, we demonstrate that perturbations in mRNA abundance, with increasing proximity to tumour, cannot be explained by copy number aberrations. Rather, we find a possibility of field cancerization surrounding the primary tumour by constructing a classifier that evaluates where epithelial samples were obtained relative to a tumour (cross-validated micro-averaged AUC = 0.74). We implement a spectral co-clustering algorithm to define biclusters. Relating to over-represented bicluster pathways, we further validate two genes with tissue microarrays and in vitro experiments. We highlight evidence suggesting that bicluster perturbation occurs early in tumour development. Studying the spatial mutational and gene expression alterations in breast cancer could impact our understanding of breast cancer development. Here, the authors analyse a unique dataset of epithelial samples that highlight potential field cancerisation surrounding the primary tumour.
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Fernández P J, Méndez-Sánchez SC, Gonzalez-Correa CA, Miranda DA. Could field cancerization be interpreted as a biochemical anomaly amplification due to transformed cells? Med Hypotheses 2016; 97:107-111. [PMID: 27876116 DOI: 10.1016/j.mehy.2016.10.026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2016] [Accepted: 10/26/2016] [Indexed: 12/12/2022]
Abstract
Field cancerization is a concept used to explain cellular and molecular alterations in tissue associated to neoplasia and cancer. This effect was proposed by Slaughter in order to explain the development of multiple primary tumors and locally recurrent cancer. The particular changes associated with this effect, in each type of cancer, have been detected even at distances greater than 10cm off the tumor, in areas classified as normal by histopathological studies. Early detection of lung, colon, and ovary cancer has been reported by the use of Partial Wave Microscopy Spectroscopy (PWS) and has been explained in terms of the field cancerization effect. Until now, field cancerization has been studied as a field effect and we hypothesize that it can be understood as an amplifying effect of biochemical abnormalities in cells, which leads us to ask the question: Could field cancerization be interpreted as a biochemical anomaly amplification due to transformed cells? We propose this question because the biochemical changes due to field cancerization alter the dynamics of molecules and cells in abnormal tissues in comparison to normal ones, these alterations modify the interaction of intracellular and extracellular medium, as well as cellular movement. We hypothesize that field cancerization when interpreted as an amplification effect can be used for the early detection of cancer by measuring the change of cell dynamics.
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Affiliation(s)
- Janeth Fernández P
- Universidad Industrial de Santander, Cra 27 Cll 9, Bucaramanga, Colombia
| | - Stelia C Méndez-Sánchez
- Escuela de Química, Universidad Industrial de Santander, Cra 27 Cll 9, Bucaramanga, Colombia
| | | | - David A Miranda
- Universidad Industrial de Santander, Cra 27 Cll 9, Bucaramanga, Colombia.
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Pitfalls of improperly procured adjacent non-neoplastic tissue for somatic mutation analysis using next-generation sequencing. BMC Med Genomics 2016; 9:64. [PMID: 27756300 PMCID: PMC5070097 DOI: 10.1186/s12920-016-0226-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Accepted: 10/07/2016] [Indexed: 12/21/2022] Open
Abstract
Background The rapid adoption of next-generation sequencing provides an efficient system for detecting somatic alterations in neoplasms. The detection of such alterations requires a matched non-neoplastic sample for adequate filtering of non-somatic events such as germline polymorphisms. Non-neoplastic tissue adjacent to the excised neoplasm is often used for this purpose as it is simultaneously collected and generally contains the same tissue type as the neoplasm. Following NGS analysis, we and others have frequently observed low-level somatic mutations in these non-neoplastic tissues, which may impose additional challenges to somatic mutation detection as it complicates germline variant filtering. Methods We hypothesized that the low-level somatic mutation observed in non-neoplastic tissues may be entirely or partially caused by inadvertent contamination by neoplastic cells during the surgical pathology gross assessment or tissue procurement process. To test this hypothesis, we applied a systematic protocol designed to collect multiple grossly non-neoplastic tissues using different methods surrounding each single neoplasm. The procedure was applied in two breast cancer lumpectomy specimens. In each case, all samples were first sequenced by whole-exome sequencing to identify somatic mutations in the neoplasm and determine their presence in the adjacent non-neoplastic tissues. We then generated ultra-deep coverage using targeted sequencing to assess the levels of contamination in non-neoplastic tissue samples collected under different conditions. Results Contamination levels in non-neoplastic tissues ranged up to 3.5 and 20.9 % respectively in the two cases tested, with consistent pattern correlated with the manner of grossing and procurement. By carefully controlling the conditions of various steps during this process, we were able to eliminate any detectable contamination in both patients. Conclusion The results demonstrated that the process of tissue procurement contributes to the level of contamination in non-neoplastic tissue, and contamination can be reduced to below detectable levels by using a carefully designed collection method. A standard protocol dedicated for acquiring adjacent non-neoplastic tissue that minimizes neoplasm contamination should be implemented for all somatic mutation detection studies. Electronic supplementary material The online version of this article (doi:10.1186/s12920-016-0226-1) contains supplementary material, which is available to authorized users.
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Forsberg LA, Rasi C, Pekar G, Davies H, Piotrowski A, Absher D, Razzaghian HR, Ambicka A, Halaszka K, Przewoźnik M, Kruczak A, Mandava G, Pasupulati S, Hacker J, Prakash KR, Dasari RC, Lau J, Penagos-Tafurt N, Olofsson HM, Hallberg G, Skotnicki P, Mituś J, Skokowski J, Jankowski M, Śrutek E, Zegarski W, Tiensuu Janson E, Ryś J, Tot T, Dumanski JP. Signatures of post-zygotic structural genetic aberrations in the cells of histologically normal breast tissue that can predispose to sporadic breast cancer. Genome Res 2016; 25:1521-35. [PMID: 26430163 PMCID: PMC4579338 DOI: 10.1101/gr.187823.114] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Sporadic breast cancer (SBC) is a common disease without robust means of early risk prediction in the population. We studied 282 females with SBC, focusing on copy number aberrations in cancer-free breast tissue (uninvolved margin, UM) outside the primary tumor (PT). In total, 1162 UMs (1–14 per breast) were studied. Comparative analysis between UM(s), PT(s), and blood/skin from the same patient as a control is the core of the study design. We identified 108 patients with at least one aberrant UM, representing 38.3% of cases. Gains in gene copy number were the principal type of mutations in microscopically normal breast cells, suggesting that oncogenic activation of genes via increased gene copy number is a predominant mechanism for initiation of SBC pathogenesis. The gain of ERBB2, with overexpression of HER2 protein, was the most common aberration in normal cells. Five additional growth factor receptor genes (EGFR, FGFR1, IGF1R, LIFR, and NGFR) also showed recurrent gains, and these were occasionally present in combination with the gain of ERBB2. All the aberrations found in the normal breast cells were previously described in cancer literature, suggesting their causative, driving role in pathogenesis of SBC. We demonstrate that analysis of normal cells from cancer patients leads to identification of signatures that may increase risk of SBC and our results could influence the choice of surgical intervention to remove all predisposing cells. Early detection of copy number gains suggesting a predisposition toward cancer development, long before detectable tumors are formed, is a key to the anticipated shift into a preventive paradigm of personalized medicine for breast cancer.
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Affiliation(s)
- Lars A Forsberg
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden
| | - Chiara Rasi
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden
| | - Gyula Pekar
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden; Department of Pathology, Central Hospital Falun, 791 82 Falun, Sweden
| | - Hanna Davies
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden
| | - Arkadiusz Piotrowski
- Department of Biology and Pharmaceutical Botany, Medical University of Gdansk, 80-416 Gdansk, Poland
| | - Devin Absher
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Hamid Reza Razzaghian
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden
| | - Aleksandra Ambicka
- Centre of Oncology, Maria Sklodowska-Curie Memorial Institute, Kraków Branch, 31-115 Kraków, Poland
| | - Krzysztof Halaszka
- Centre of Oncology, Maria Sklodowska-Curie Memorial Institute, Kraków Branch, 31-115 Kraków, Poland
| | - Marcin Przewoźnik
- Centre of Oncology, Maria Sklodowska-Curie Memorial Institute, Kraków Branch, 31-115 Kraków, Poland
| | - Anna Kruczak
- Centre of Oncology, Maria Sklodowska-Curie Memorial Institute, Kraków Branch, 31-115 Kraków, Poland
| | - Geeta Mandava
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden
| | - Saichand Pasupulati
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden
| | - Julia Hacker
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden
| | - K Reddy Prakash
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden
| | - Ravi Chandra Dasari
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden
| | - Joey Lau
- Department of Medical Cell Biology, Uppsala University, 751 23 Uppsala, Sweden; Department of Medical Sciences, Uppsala University, 751 85 Uppsala, Sweden
| | - Nelly Penagos-Tafurt
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden
| | - Helena M Olofsson
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden
| | - Gunilla Hallberg
- Department of Women's and Children's Health, Uppsala University, 751 85 Uppsala, Sweden
| | - Piotr Skotnicki
- Centre of Oncology, Maria Sklodowska-Curie Memorial Institute, Kraków Branch, 31-115 Kraków, Poland
| | - Jerzy Mituś
- Centre of Oncology, Maria Sklodowska-Curie Memorial Institute, Kraków Branch, 31-115 Kraków, Poland
| | - Jaroslaw Skokowski
- Department of Surgical Oncology, Medical University of Gdansk, 80-952 Gdansk, Poland; Bank of Frozen Tissues and Genetic Specimens, Department of Medical Laboratory Diagnostics, Medical University of Gdansk, 80-211 Gdansk, Poland
| | - Michal Jankowski
- Surgical Oncology, Collegium Medicum, Oncology Center, Nicolaus Copernicus University, 85-796 Bydgoszcz, Poland
| | - Ewa Śrutek
- Surgical Oncology, Collegium Medicum, Oncology Center, Nicolaus Copernicus University, 85-796 Bydgoszcz, Poland
| | - Wojciech Zegarski
- Surgical Oncology, Collegium Medicum, Oncology Center, Nicolaus Copernicus University, 85-796 Bydgoszcz, Poland
| | - Eva Tiensuu Janson
- Department of Medical Sciences, Uppsala University, 751 85 Uppsala, Sweden
| | - Janusz Ryś
- Centre of Oncology, Maria Sklodowska-Curie Memorial Institute, Kraków Branch, 31-115 Kraków, Poland
| | - Tibor Tot
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden; Department of Pathology, Central Hospital Falun, 791 82 Falun, Sweden
| | - Jan P Dumanski
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, 715 85 Uppsala, Sweden
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Sheng Q, Zhao S, Li CI, Shyr Y, Guo Y. Practicability of detecting somatic point mutation from RNA high throughput sequencing data. Genomics 2016; 107:163-9. [PMID: 27046520 DOI: 10.1016/j.ygeno.2016.03.006] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Revised: 03/29/2016] [Accepted: 03/30/2016] [Indexed: 12/23/2022]
Abstract
Traditionally, somatic mutations are detected by examining DNA sequence. The maturity of sequencing technology has allowed researchers to screen for somatic mutations in the whole genome. Increasingly, researchers have become interested in identifying somatic mutations through RNAseq data. With this motivation, we evaluated the practicability of detecting somatic mutations from RNAseq data. Current somatic mutation calling tools were designed for DNA sequencing data. To increase performance on RNAseq data, we developed a somatic mutation caller GLMVC based on bias reduced generalized linear model for both DNA and RNA sequencing data. Through comparison with MuTect and Varscan we showed that GLMVC performed better for somatic mutation detection using exome sequencing or RNAseq data. GLMVC is freely available for download at the following website: https://github.com/shengqh/GLMVC/wiki.
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Affiliation(s)
- Quanhu Sheng
- Vanderbilt Ingram Cancer Center, Center for Quantitative Sciences, Nashville, TN, USA; Department of Cancer Biology, Vanderbilt University, Nashville, TN, USA
| | - Shilin Zhao
- Vanderbilt Ingram Cancer Center, Center for Quantitative Sciences, Nashville, TN, USA; Department of Cancer Biology, Vanderbilt University, Nashville, TN, USA
| | - Chung-I Li
- Department of Statistics, National Cheng Kung University, Taiwan
| | - Yu Shyr
- Vanderbilt Ingram Cancer Center, Center for Quantitative Sciences, Nashville, TN, USA; Department of Cancer Biology, Vanderbilt University, Nashville, TN, USA; Department of Biostatistics, Vanderbilt University, Nashville, TN, USA.
| | - Yan Guo
- Vanderbilt Ingram Cancer Center, Center for Quantitative Sciences, Nashville, TN, USA; Department of Cancer Biology, Vanderbilt University, Nashville, TN, USA.
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Transcriptional Profiles from Paired Normal Samples Offer Complementary Information on Cancer Patient Survival--Evidence from TCGA Pan-Cancer Data. Sci Rep 2016; 6:20567. [PMID: 26837275 PMCID: PMC4738355 DOI: 10.1038/srep20567] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2015] [Accepted: 01/06/2016] [Indexed: 01/05/2023] Open
Abstract
Although normal tissue samples adjacent to tumors are sometimes collected from patients in cancer studies, they are often used as normal controls to identify genes differentially expressed between tumor and normal samples. However, it is in general more difficult to obtain and clearly define paired normal samples, and whether these samples should be treated as “normal” due to their close proximity to tumors. In this article, by analyzing the accrued data in The Cancer Genome Atlas (TCGA), we show the surprising results that the paired normal samples are in general more informative on patient survival than tumors. Different lines of evidence suggest that this is likely due to tumor micro-environment instead of tumor cell contamination or field cancerization effect. Pathway analyses suggest that tumor micro-environment may play an important role in cancer patient survival either by boosting the adjacent metabolism or the in situ immunization. Our results suggest the potential benefit of collecting and profiling matched normal tissues to gain more insights on disease etiology and patient progression.
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10
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Bianchi-Frias D, Basom R, Delrow JJ, Coleman IM, Dakhova O, Qu X, Fang M, Franco OE, Ericson NG, Bielas JH, Hayward SW, True L, Morrissey C, Brown L, Bhowmick NA, Rowley D, Ittmann M, Nelson PS. Cells Comprising the Prostate Cancer Microenvironment Lack Recurrent Clonal Somatic Genomic Aberrations. Mol Cancer Res 2016; 14:374-84. [PMID: 26753621 DOI: 10.1158/1541-7786.mcr-15-0330] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Accepted: 12/15/2015] [Indexed: 01/02/2023]
Abstract
UNLABELLED Prostate cancer-associated stroma (CAS) plays an active role in malignant transformation, tumor progression, and metastasis. Molecular analyses of CAS have demonstrated significant changes in gene expression; however, conflicting evidence exists on whether genomic alterations in benign cells comprising the tumor microenvironment (TME) underlie gene expression changes and oncogenic phenotypes. This study evaluates the nuclear and mitochondrial DNA integrity of prostate carcinoma cells, CAS, matched benign epithelium and benign epithelium-associated stroma by whole-genome copy-number analyses, targeted sequencing of TP53, and FISH. Array comparative genomic hybridization (aCGH) of CAS revealed a copy-neutral diploid genome with only rare and small somatic copy-number aberrations (SCNA). In contrast, several expected recurrent SCNAs were evident in the adjacent prostate carcinoma cells, including gains at 3q, 7p, and 8q, and losses at 8p and 10q. No somatic TP53 mutations were observed in CAS. Mitochondrial DNA (mtDNA) extracted from carcinoma cells and stroma identified 23 somatic mtDNA mutations in neoplastic epithelial cells, but only one mutation in stroma. Finally, genomic analyses identified no SCNAs, LOH, or copy-neutral LOH in cultured cancer-associated fibroblasts, which are known to promote prostate cancer progression in vivo IMPLICATIONS The gene expression changes observed in prostate cancer-adjacent stroma and the attendant contribution of the stroma to the development and progression of prostate cancer are not due to frequent or recurrent genomic alterations in the TME.
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Affiliation(s)
- Daniella Bianchi-Frias
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington. Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington. Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Ryan Basom
- Genomics and Bioinformatics Shared Resources, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Jeffrey J Delrow
- Genomics and Bioinformatics Shared Resources, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Ilsa M Coleman
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington. Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington. Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Olga Dakhova
- Department of Pathology and Immunology, Baylor College of Medicine and Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas, USA
| | - Xiaoyu Qu
- Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Min Fang
- Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Omar E Franco
- Departments of Urologic Surgery and Cancer Biology, Vanderbilt University, Nashville, Tennessee
| | - Nolan G Ericson
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Jason H Bielas
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Simon W Hayward
- Departments of Urologic Surgery and Cancer Biology, Vanderbilt University, Nashville, Tennessee
| | - Lawrence True
- Department of Pathology, University of Washington, Seattle, Washington
| | - Colm Morrissey
- Department of Urology, University of Washington, Seattle, Washington
| | - Lisha Brown
- Department of Urology, University of Washington, Seattle, Washington
| | - Neil A Bhowmick
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - David Rowley
- Department of Pathology and Immunology, Baylor College of Medicine and Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas, USA
| | - Michael Ittmann
- Department of Pathology and Immunology, Baylor College of Medicine and Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas, USA
| | - Peter S Nelson
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington. Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington. Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington. Department of Pathology, University of Washington, Seattle, Washington. Department of Urology, University of Washington, Seattle, Washington. Department of Medicine, University of Washington, Seattle, Washington.
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McConnell JC, O'Connell OV, Brennan K, Weiping L, Howe M, Joseph L, Knight D, O'Cualain R, Lim Y, Leek A, Waddington R, Rogan J, Astley SM, Gandhi A, Kirwan CC, Sherratt MJ, Streuli CH. Increased peri-ductal collagen micro-organization may contribute to raised mammographic density. Breast Cancer Res 2016; 18:5. [PMID: 26747277 PMCID: PMC4706673 DOI: 10.1186/s13058-015-0664-2] [Citation(s) in RCA: 80] [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: 09/25/2015] [Accepted: 12/15/2015] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND High mammographic density is a therapeutically modifiable risk factor for breast cancer. Although mammographic density is correlated with the relative abundance of collagen-rich fibroglandular tissue, the causative mechanisms, associated structural remodelling and mechanical consequences remain poorly defined. In this study we have developed a new collaborative bedside-to-bench workflow to determine the relationship between mammographic density, collagen abundance and alignment, tissue stiffness and the expression of extracellular matrix organising proteins. METHODS Mammographic density was assessed in 22 post-menopausal women (aged 54-66 y). A radiologist and a pathologist identified and excised regions of elevated non-cancerous X-ray density prior to laboratory characterization. Collagen abundance was determined by both Masson's trichrome and Picrosirius red staining (which enhances collagen birefringence when viewed under polarised light). The structural specificity of these collagen visualisation methods was determined by comparing the relative birefringence and ultrastructure (visualised by atomic force microscopy) of unaligned collagen I fibrils in reconstituted gels with the highly aligned collagen fibrils in rat tail tendon. Localised collagen fibril organisation and stiffness was also evaluated in tissue sections by atomic force microscopy/spectroscopy and the abundance of key extracellular proteins was assessed using mass spectrometry. RESULTS Mammographic density was positively correlated with the abundance of aligned periductal fibrils rather than with the abundance of amorphous collagen. Compared with matched tissue resected from the breasts of low mammographic density patients, the highly birefringent tissue in mammographically dense breasts was both significantly stiffer and characterised by large (>80 μm long) fibrillar collagen bundles. Subsequent proteomic analyses not only confirmed the absence of collagen fibrosis in high mammographic density tissue, but additionally identified the up-regulation of periostin and collagen XVI (regulators of collagen fibril structure and architecture) as potential mediators of localised mechanical stiffness. CONCLUSIONS These preliminary data suggest that remodelling, and hence stiffening, of the existing stromal collagen microarchitecture promotes high mammographic density within the breast. In turn, this aberrant mechanical environment may trigger neoplasia-associated mechanotransduction pathways within the epithelial cell population.
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Affiliation(s)
- James C McConnell
- Centre for Tissue Injury & Repair, Faculty of Medical and Human Sciences, University of Manchester, Manchester, UK.
| | - Oliver V O'Connell
- Wellcome Trust Centre for Cell-Matrix Research and Manchester Breast Centre, Faculty of Life Sciences, University of Manchester, Manchester, UK.
| | - Keith Brennan
- Wellcome Trust Centre for Cell-Matrix Research and Manchester Breast Centre, Faculty of Life Sciences, University of Manchester, Manchester, UK.
| | - Lisa Weiping
- Wellcome Trust Centre for Cell-Matrix Research and Manchester Breast Centre, Faculty of Life Sciences, University of Manchester, Manchester, UK.
| | - Miles Howe
- University Hospital of South Manchester, Manchester, UK.
| | - Leena Joseph
- University Hospital of South Manchester, Manchester, UK.
| | - David Knight
- Wellcome Trust Centre for Cell-Matrix Research and Manchester Breast Centre, Faculty of Life Sciences, University of Manchester, Manchester, UK.
| | - Ronan O'Cualain
- Wellcome Trust Centre for Cell-Matrix Research and Manchester Breast Centre, Faculty of Life Sciences, University of Manchester, Manchester, UK. ronan.o'
| | - Yit Lim
- University Hospital of South Manchester, Manchester, UK.
| | - Angela Leek
- Manchester Cancer Research Centre Tissue Biobank, University of Manchester, Manchester, UK.
| | - Rachael Waddington
- Manchester Cancer Research Centre Tissue Biobank, University of Manchester, Manchester, UK.
| | - Jane Rogan
- Manchester Cancer Research Centre Tissue Biobank, University of Manchester, Manchester, UK.
| | - Susan M Astley
- Centre for Imaging Sciences, Institute of Population Health, Faculty of Medical and Human Sciences, University of Manchester, Manchester, UK.
| | - Ashu Gandhi
- University Hospital of South Manchester, Manchester, UK.
| | - Cliona C Kirwan
- Institute of Cancer Sciences, Manchester Academic Health Sciences Centre, University Hospital of South Manchester, University of Manchester, Manchester, UK.
| | - Michael J Sherratt
- Centre for Tissue Injury & Repair, Faculty of Medical and Human Sciences, University of Manchester, Manchester, UK.
| | - Charles H Streuli
- Wellcome Trust Centre for Cell-Matrix Research and Manchester Breast Centre, Faculty of Life Sciences, University of Manchester, Manchester, UK.
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12
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Ronowicz A, Janaszak-Jasiecka A, Skokowski J, Madanecki P, Bartoszewski R, Bałut M, Seroczyńska B, Kochan K, Bogdan A, Butkus M, Pęksa R, Ratajska M, Kuźniacka A, Wasąg B, Gucwa M, Krzyżanowski M, Jaśkiewicz J, Jankowski Z, Forsberg L, Ochocka JR, Limon J, Crowley MR, Buckley PG, Messiaen L, Dumanski JP, Piotrowski A. Concurrent DNA Copy-Number Alterations and Mutations in Genes Related to Maintenance of Genome Stability in Uninvolved Mammary Glandular Tissue from Breast Cancer Patients. Hum Mutat 2015. [PMID: 26219265 DOI: 10.1002/humu.22845] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Somatic mosaicism for DNA copy-number alterations (SMC-CNAs) is defined as gain or loss of chromosomal segments in somatic cells within a single organism. As cells harboring SMC-CNAs can undergo clonal expansion, it has been proposed that SMC-CNAs may contribute to the predisposition of these cells to genetic disease including cancer. Herein, the gross genomic alterations (>500 kbp) were characterized in uninvolved mammary glandular tissue from 59 breast cancer patients and matched samples of primary tumors and lymph node metastases. Array-based comparative genomic hybridization showed 10% (6/59) of patients harbored one to 359 large SMC-CNAs (mean: 1,328 kbp; median: 961 kbp) in a substantial portion of glandular tissue cells, distal from the primary tumor site. SMC-CNAs were partially recurrent in tumors, albeit with considerable contribution of stochastic SMC-CNAs indicating genomic destabilization. Targeted resequencing of 301 known predisposition and somatic driver loci revealed mutations and rare variants in genes related to maintenance of genomic integrity: BRCA1 (p.Gln1756Profs*74, p.Arg504Cys), BRCA2 (p.Asn3124Ile), NCOR1 (p.Pro1570Glnfs*45), PALB2 (p.Ser500Pro), and TP53 (p.Arg306*). Co-occurrence of gross SMC-CNAs along with point mutations or rare variants in genes responsible for safeguarding genomic integrity highlights the temporal and spatial neoplastic potential of uninvolved glandular tissue in breast cancer patients.
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Affiliation(s)
- Anna Ronowicz
- Faculty of Pharmacy, Medical University of Gdansk, Gdansk, Poland
| | | | - Jarosław Skokowski
- The Central Bank of Tissues and Genetic Specimens, Medical University of Gdansk, Gdansk, Poland.,Department of Surgical Oncology, Medical University of Gdansk, Gdansk, Poland
| | - Piotr Madanecki
- Faculty of Pharmacy, Medical University of Gdansk, Gdansk, Poland
| | | | - Magdalena Bałut
- Faculty of Pharmacy, Medical University of Gdansk, Gdansk, Poland
| | - Barbara Seroczyńska
- The Central Bank of Tissues and Genetic Specimens, Medical University of Gdansk, Gdansk, Poland
| | - Kinga Kochan
- Faculty of Pharmacy, Medical University of Gdansk, Gdansk, Poland
| | - Adam Bogdan
- Faculty of Pharmacy, Medical University of Gdansk, Gdansk, Poland
| | | | - Rafał Pęksa
- Department of Pathomorphology, Medical University of Gdansk, Gdansk, Poland
| | - Magdalena Ratajska
- Department of Biology and Genetics, Medical University of Gdansk, Gdansk, Poland
| | - Alina Kuźniacka
- Department of Biology and Genetics, Medical University of Gdansk, Gdansk, Poland
| | - Bartosz Wasąg
- Department of Biology and Genetics, Medical University of Gdansk, Gdansk, Poland
| | - Magdalena Gucwa
- Faculty of Pharmacy, Medical University of Gdansk, Gdansk, Poland
| | - Maciej Krzyżanowski
- Department of Forensic Medicine, Medical University of Gdansk, Gdansk, Poland
| | - Janusz Jaśkiewicz
- Department of Surgical Oncology, Medical University of Gdansk, Gdansk, Poland
| | - Zbigniew Jankowski
- Department of Forensic Medicine, Medical University of Gdansk, Gdansk, Poland
| | - Lars Forsberg
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, Uppsala, Sweden
| | - J Renata Ochocka
- Faculty of Pharmacy, Medical University of Gdansk, Gdansk, Poland
| | - Janusz Limon
- Department of Biology and Genetics, Medical University of Gdansk, Gdansk, Poland
| | - Michael R Crowley
- Heflin Center for Genomic Sciences, University of Alabama at Birmingham, Birmingham, Alabama
| | | | - Ludwine Messiaen
- Medical Genomics Laboratory, Department of Genetics, University of Alabama at Birmingham, Birmingham, Alabama
| | - Jan P Dumanski
- Department of Immunology, Genetics and Pathology and SciLifeLab, Uppsala University, Uppsala, Sweden
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13
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Chen W, Liu P, Wang Y, Nie W, Li Z, Xu W, Li F, Zhou Z, Zhao M, Liu H. Characterization of a soluble B7-H3 (sB7-H3) spliced from the intron and analysis of sB7-H3 in the sera of patients with hepatocellular carcinoma. PLoS One 2013; 8:e76965. [PMID: 24194851 PMCID: PMC3806749 DOI: 10.1371/journal.pone.0076965] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2013] [Accepted: 08/28/2013] [Indexed: 01/28/2023] Open
Abstract
B7-H3 is a recently discovered member of the B7 superfamily molecules and has been found to play a negative role in T cell responses. In this study, we identified a new B7-H3 isoform that is produced by alternative splicing from the forth intron of B7-H3 and encodes the sB7-H3 protein. Protein sequence analysis showed that sB7-H3 contains an additional four amino acids, encoded by the intron sequence, at the C-terminus compared to the ectodomain of 2Ig-B7-H3. We further found that this spliced sB7-H3 plays a negative regulatory role in T cell responses and serum sB7-H3 is higher in patients with hepatocellular carcinoma (HCC) than in healthy donors. Furthermore, we found that the expression of the spliced sb7-h3 gene is higher in carcinoma and peritumor tissues than in PBMCs of both healthy controls and patients, indicating that the high level of serum sB7-H3 in patients with HCC is caused by the increased expression of this newly discovered spliced sB7-H3 isoform in carcinoma and peritumor tissues.
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Affiliation(s)
- Weiwei Chen
- State Key Laboratory of Veterinary Biotechnology, Harbin Veterinary Research Institute, the Chinese Academy of Agricultural Sciences, Harbin, China
- Treatment and Research Center for Infectious Diseases, 302 Hospital of P.L.A., Beijing, China
| | - Peixin Liu
- State Key Laboratory of Veterinary Biotechnology, Harbin Veterinary Research Institute, the Chinese Academy of Agricultural Sciences, Harbin, China
| | - Yedong Wang
- Treatment and Research Center for Infectious Diseases, 302 Hospital of P.L.A., Beijing, China
| | - Weimin Nie
- Treatment and Research Center for Infectious Diseases, 302 Hospital of P.L.A., Beijing, China
| | - Zhiwei Li
- Treatment and Research Center for Infectious Diseases, 302 Hospital of P.L.A., Beijing, China
| | - Wen Xu
- Treatment and Research Center for Infectious Diseases, 302 Hospital of P.L.A., Beijing, China
| | - Fengyi Li
- Treatment and Research Center for Infectious Diseases, 302 Hospital of P.L.A., Beijing, China
| | - Zhiping Zhou
- Treatment and Research Center for Infectious Diseases, 302 Hospital of P.L.A., Beijing, China
| | - Min Zhao
- Treatment and Research Center for Infectious Diseases, 302 Hospital of P.L.A., Beijing, China
- * E-mail: (MZ); (HL)
| | - Henggui Liu
- State Key Laboratory of Veterinary Biotechnology, Harbin Veterinary Research Institute, the Chinese Academy of Agricultural Sciences, Harbin, China
- * E-mail: (MZ); (HL)
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14
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Riley DR, Sieber KB, Robinson KM, White JR, Ganesan A, Nourbakhsh S, Dunning Hotopp JC. Bacteria-human somatic cell lateral gene transfer is enriched in cancer samples. PLoS Comput Biol 2013; 9:e1003107. [PMID: 23840181 PMCID: PMC3688693 DOI: 10.1371/journal.pcbi.1003107] [Citation(s) in RCA: 111] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2012] [Accepted: 05/01/2013] [Indexed: 12/14/2022] Open
Abstract
There are 10× more bacterial cells in our bodies from the microbiome than human cells. Viral DNA is known to integrate in the human genome, but the integration of bacterial DNA has not been described. Using publicly available sequence data from the human genome project, the 1000 Genomes Project, and The Cancer Genome Atlas (TCGA), we examined bacterial DNA integration into the human somatic genome. Here we present evidence that bacterial DNA integrates into the human somatic genome through an RNA intermediate, and that such integrations are detected more frequently in (a) tumors than normal samples, (b) RNA than DNA samples, and (c) the mitochondrial genome than the nuclear genome. Hundreds of thousands of paired reads support random integration of Acinetobacter-like DNA in the human mitochondrial genome in acute myeloid leukemia samples. Numerous read pairs across multiple stomach adenocarcinoma samples support specific integration of Pseudomonas-like DNA in the 5′-UTR and 3′-UTR of four proto-oncogenes that are up-regulated in their transcription, consistent with conversion to an oncogene. These data support our hypothesis that bacterial integrations occur in the human somatic genome and may play a role in carcinogenesis. We anticipate that the application of our approach to additional cancer genome projects will lead to the more frequent detection of bacterial DNA integrations in tumors that are in close proximity to the human microbiome. There are 10× more bacterial cells in the human body than there are human cells that are part of the human microbiome. Many of those bacteria are in constant, intimate contact with human cells. We sought to establish if bacterial cells insert their own DNA into the human genome. Such random mutations could cause disease in the same manner that mutagens like UV rays from the sun or chemicals in cigarettes induce mutations. We detected the integration of bacterial DNA in the human genome more readily in tumors than normal samples. In particular, extensive amounts of DNA with similarity to Acinetobacter DNA were fused to human mitochondrial DNA in acute myeloid leukemia samples. We also identified specific integrations of DNA with similarity to Pseudomonas DNA near the untranslated regulatory regions of four proto-oncogenes. This supports our hypothesis that bacterial integrations occur in the human somatic genome that may potentially play a role in carcinogenesis. Further study in this area may provide new avenues for cancer prevention.
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Affiliation(s)
- David R. Riley
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Karsten B. Sieber
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Kelly M. Robinson
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - James Robert White
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Ashwinkumar Ganesan
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Computer Science and Electrical Engineering Department, University of Maryland Baltimore County, Baltimore, Maryland, United States of America
| | - Syrus Nourbakhsh
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- University of Maryland College Park, College Park, Maryland, United States of America
| | - Julie C. Dunning Hotopp
- 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
- Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- * E-mail:
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