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van den Berg I, Smid M, Coebergh van den Braak RRJ, van de Wiel MA, van Deurzen CHM, de Weerd V, Martens JWM, IJzermans JNM, Wilting SM. A panel of DNA methylation markers for the classification of consensus molecular subtypes 2 and 3 in patients with colorectal cancer. Mol Oncol 2021; 15:3348-3362. [PMID: 34510716 PMCID: PMC8637568 DOI: 10.1002/1878-0261.13098] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 08/04/2021] [Accepted: 09/09/2021] [Indexed: 12/25/2022] Open
Abstract
Consensus molecular subtypes (CMSs) can guide precision treatment of colorectal cancer (CRC). We aim to identify methylation markers to distinguish between CMS2 and CMS3 in patients with CRC, for which an easy test is currently lacking. To this aim, fresh‐frozen tumor tissue of 239 patients with stage I‐III CRC was analyzed. Methylation profiles were obtained using the Infinium HumanMethylation450 BeadChip. We performed adaptive group‐regularized logistic ridge regression with post hoc group‐weighted elastic net marker selection to build prediction models for classification of CMS2 and CMS3. The Cancer Genome Atlas (TCGA) data were used for validation. Group regularization of the probes was done based on their location either relative to a CpG island or relative to a gene present in the CMS classifier, resulting in two different prediction models and subsequently different marker panels. For both panels, even when using only five markers, accuracies were > 90% in our cohort and in the TCGA validation set. Our methylation marker panel accurately distinguishes between CMS2 and CMS3. This enables development of a targeted assay to provide a robust and clinically relevant classification tool for CRC patients.
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Affiliation(s)
- Inge van den Berg
- Department of Surgery, Erasmus MC - University Medical Center Rotterdam, The Netherlands
| | - Marcel Smid
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, The Netherlands
| | | | - Mark A van de Wiel
- Department of Epidemiology & Data Science, Amsterdam University Medical Center, Amsterdam Public Health research institute, The Netherlands
| | | | - Vanja de Weerd
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, The Netherlands
| | - John W M Martens
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, The Netherlands
| | - Jan N M IJzermans
- Department of Surgery, Erasmus MC - University Medical Center Rotterdam, The Netherlands
| | - Saskia M Wilting
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, The Netherlands
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2
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Zheng Y, Yang Y, Wang J, Liang Y. Aberrant expression and high-frequency mutations of SHARPIN in nonmelanoma skin cancer. Exp Ther Med 2019; 17:2746-2756. [PMID: 30936956 PMCID: PMC6434243 DOI: 10.3892/etm.2019.7261] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 02/05/2019] [Indexed: 12/18/2022] Open
Abstract
Squamous cell carcinoma (SCC) and basal cell carcinoma (BCC) have exhibited a marked increase in incidence in previous decades and are the most common malignancies in Caucasian populations. Src homology 3 and multiple ankyrin repeat domains protein-associated RH domain-interacting protein (SHARPIN) has been identified as a commonly overexpressed proto-oncogene in several types of visceral cancer. However, to the best of our knowledge, the functions of SHARPIN in nonmelanoma skin cancer (NMSC) have not been described. The present study aimed to investigate the expression of SHARPIN protein and SHARPIN mutations in NMSC. A total of 85 BCC, 77 SCC and 21 keratoacanthoma (KA) formalin-fixed paraffin-embedded (FFPE) samples were collected. SHARPIN expression was detected using immunohistochemistry. DNA was extracted from the FFPE samples, and the sequences of SHARPIN were analyzed using polymerase chain reaction. In addition, high and moderate expression levels of SHARPIN were observed in normal skin tissues and KA samples. However, the expression of SHARPIN was absent in cancer nests and was significantly low in precancerous NMSC lesions. The total mutation frequency of SHARPIN was 21.8% in BCC and 17.0% in SCC. These data indicate that SHARPIN may serve a tumor-suppressing role and be a promising diagnostic, prognostic and therapeutic biomarker in NMSC.
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Affiliation(s)
- Yan Zheng
- Department of Dermatology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong 518100, P.R. China
| | - Yao Yang
- Department of Dermatology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong 518100, P.R. China
| | - Jiaman Wang
- Department of Dermatology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong 518100, P.R. China
| | - Yanhua Liang
- Department of Dermatology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong 518100, P.R. China
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3
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Wang HY, Li QM, Yu NJ, Chen WD, Zha XQ, Wu DL, Pan LH, Duan J, Luo JP. Dendrobium huoshanense polysaccharide regulates hepatic glucose homeostasis and pancreatic β-cell function in type 2 diabetic mice. Carbohydr Polym 2019; 211:39-48. [PMID: 30824102 DOI: 10.1016/j.carbpol.2019.01.101] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Revised: 01/16/2019] [Accepted: 01/29/2019] [Indexed: 12/16/2022]
Abstract
In the present study, the hypoglycemic mechanism of a homogeneous Dendrobium huoshanense polysaccharide (GXG) was investigated using type 2 diabetic (T2D) mouse model. With a 5-week oral administration of GXG, the levels of fasting blood glucose, glycosylated serum protein and serum insulin in T2D mice were decreased, and the glucose tolerance and the insulin sensitivity were improved. The histological analysis, the periodic acid-schiff staining and the immunofluorescence staining of insulin, glucagon and apoptosis showed that the hypoglycemic effect of GXG was related to the improvement of pancreatic β-cell quantity and function and the regulation of hepatic glucose metabolism. Western blot analysis indicated that the up-regulated IRS1-PI3K-Akt phosphorylation followed by the down-regulated FoxO1/GSK 3β phosphorylation contributed to the enhanced glycogen synthesis and the decreased gluconeogenesis by GXG, suggesting that the response of insulin-mediated IRS1-PI3K-Akt-FoxO1/GSK 3β signaling to GXG might be the required mechanism for GXG-ameliorated development of type 2 diabetes.
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Affiliation(s)
- Hong-Yan Wang
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China; Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei, 230009, China
| | - Qiang-Ming Li
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China; Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei, 230009, China
| | - Nian-Jun Yu
- Institute of Traditional Chinese Medical Resources Protection and Development, Anhui Academy of Chinese Medicine, Anhui University of Chinese Medicine, Hefei, 230012, China
| | - Wei-Dong Chen
- Institute of Traditional Chinese Medical Resources Protection and Development, Anhui Academy of Chinese Medicine, Anhui University of Chinese Medicine, Hefei, 230012, China
| | - Xue-Qiang Zha
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China; Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei, 230009, China.
| | - De-Ling Wu
- Institute of Traditional Chinese Medical Resources Protection and Development, Anhui Academy of Chinese Medicine, Anhui University of Chinese Medicine, Hefei, 230012, China
| | - Li-Hua Pan
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China; Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei, 230009, China
| | - Jun Duan
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Gene Improvement, South China Botanical Garden, Chinese Academy of Science, Guangzhou, 510650, China
| | - Jian-Ping Luo
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China; Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei, 230009, China.
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4
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Dehghani M, Brobey RK, Wang Y, Souza G, Amato RJ, Rosenblatt KP. Klotho inhibits EGF-induced cell migration in Caki-1 cells through inactivation of EGFR and p38 MAPK signaling pathways. Oncotarget 2018; 9:26737-26750. [PMID: 29928482 PMCID: PMC6003560 DOI: 10.18632/oncotarget.25481] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Accepted: 05/08/2018] [Indexed: 02/07/2023] Open
Abstract
Klotho is a single-pass transmembrane protein with documented anti-cancer properties. Recent reports have implicated Klotho as an inhibitor of transforming growth factor β1 induced cell migration in renal fibrosis. Overexpression of epidermal growth factor receptor (EGFR) is known to promote tumor initiation and progression in clear-cell renal cell carcinoma (cRCC). We tested our hypothesis that Klotho inhibits EGF-mediated cell migration in cRCC by interfering with the EGFR signaling complex and mitogen-activated protein kinase (MAPK) pathways. We performed cell adhesion, migration, and biochemical studies in vitro using Caki-1 cell line. In addition, we validated the cell culture studies with expression analysis of six de-identified FFPE tissues from primary and metastatic cRCC patients. Our studies show that Klotho inhibited EGF-induced Caki-1 de-adhesion and decreased spreading on collagen type 1. Klotho also inhibited EGF-induced α2β1 integrin-dependent cell migration on collagen type 1. To test the involvement of MAPK pathways in EGF-induced Caki-1 cell motility, the cells were pretreated with either SB203580, a specific p38 MAPK inhibitor, or Klotho. SB203580 blocked the EGF-induced Caki-1 cell migration. Klotho had a comparable inhibitory effect. Our FFPE clinical specimens revealed decreased Klotho mRNA expression compared to a control, non-cancer kidney tissue. The decrease in Klotho mRNA levels correlated with increased c-Src expression, while E-Cadherin was relatively reduced in metastatic FFPE specimens where Klotho was least expressed. Taken together, these results suggest that secreted Klotho inhibits EGF-induced pro-migratory cell morphological changes and migration in Caki-1 cells. Our data additionally suggest that decreased Klotho expression may be involved in cRCC metastasis.
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Affiliation(s)
- Mehdi Dehghani
- Division of Oncology, Department of Internal Medicine, The University of Texas Health Science Center at Houston McGovern Medical School, Houston, Texas 77030, United States of America
| | - Reynolds K Brobey
- Division of Oncology, Department of Internal Medicine, The University of Texas Health Science Center at Houston McGovern Medical School, Houston, Texas 77030, United States of America
| | - Yue Wang
- Division of Oncology, Department of Internal Medicine, The University of Texas Health Science Center at Houston McGovern Medical School, Houston, Texas 77030, United States of America
| | - Glauco Souza
- Division of Oncology, Department of Internal Medicine, The University of Texas Health Science Center at Houston McGovern Medical School, Houston, Texas 77030, United States of America.,n3D Biosciences, Inc., Houston, Texas 77030, United States of America
| | - Robert J Amato
- Division of Oncology, Department of Internal Medicine, The University of Texas Health Science Center at Houston McGovern Medical School, Houston, Texas 77030, United States of America
| | - Kevin P Rosenblatt
- Division of Oncology, Department of Internal Medicine, The University of Texas Health Science Center at Houston McGovern Medical School, Houston, Texas 77030, United States of America.,NX Prenatal, Inc., Bellaire, Texas 77401, United States of America.,Consultative Genomics, PLLC, Bellaire, Texas 77401, United States of America
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5
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Assessment of concordance between fresh-frozen and formalin-fixed paraffin embedded tumor DNA methylation using a targeted sequencing approach. Oncotarget 2018; 8:48126-48137. [PMID: 28611295 PMCID: PMC5564631 DOI: 10.18632/oncotarget.18296] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Accepted: 04/03/2017] [Indexed: 12/28/2022] Open
Abstract
DNA methylation is altered in many types of disease, including metastatic colorectal cancer. However, the methylome has not yet been fully described in archival formalin-fixed paraffin embedded (FFPE) samples in the context of matched fresh-frozen (FF) tumor material at base-pair resolution using a targeted approach. Using next-generation sequencing, we investigated three pairs of matched FFPE and FF samples to determine the extent of their similarity. We identified a ‘bowing’ pattern specific to FFPE samples categorized by a lower CG proportion at the start of sequence reads. We have found no evidence that this affected methylation calling, nor concordance of results. We also found no significant increase in deamination, measured by C>T transitions, previously considered a result of crosslinking DNA by formalin fixation and a barrier to the use of FFPE in methylation studies. The methods used in this study have shown sensitivity of between 60-70% based on positions also methylated in colorectal cancer cell lines. We demonstrate that FFPE material is a useful source of tumor material for methylation studies using targeted sequencing.
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6
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Ludgate JL, Wright J, Stockwell PA, Morison IM, Eccles MR, Chatterjee A. A streamlined method for analysing genome-wide DNA methylation patterns from low amounts of FFPE DNA. BMC Med Genomics 2017; 10:54. [PMID: 28859641 PMCID: PMC5580311 DOI: 10.1186/s12920-017-0290-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 08/23/2017] [Indexed: 12/12/2022] Open
Abstract
Background Formalin fixed paraffin embedded (FFPE) tumor samples are a major source of DNA from patients in cancer research. However, FFPE is a challenging material to work with due to macromolecular fragmentation and nucleic acid crosslinking. FFPE tissue particularly possesses challenges for methylation analysis and for preparing sequencing-based libraries relying on bisulfite conversion. Successful bisulfite conversion is a key requirement for sequencing-based methylation analysis. Methods Here we describe a complete and streamlined workflow for preparing next generation sequencing libraries for methylation analysis from FFPE tissues. This includes, counting cells from FFPE blocks and extracting DNA from FFPE slides, testing bisulfite conversion efficiency with a polymerase chain reaction (PCR) based test, preparing reduced representation bisulfite sequencing libraries and massively parallel sequencing. Results The main features and advantages of this protocol are:An optimized method for extracting good quality DNA from FFPE tissues. An efficient bisulfite conversion and next generation sequencing library preparation protocol that uses 50 ng DNA from FFPE tissue. Incorporation of a PCR-based test to assess bisulfite conversion efficiency prior to sequencing.
Conclusions We provide a complete workflow and an integrated protocol for performing DNA methylation analysis at the genome-scale and we believe this will facilitate clinical epigenetic research that involves the use of FFPE tissue. Electronic supplementary material The online version of this article (10.1186/s12920-017-0290-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Jackie L Ludgate
- Department of Pathology, Dunedin School of Medicine, University of Otago, 270 Great King Street, P.O. Box 56, Dunedin, 9054, New Zealand
| | - James Wright
- Department of Pathology, Dunedin School of Medicine, University of Otago, 270 Great King Street, P.O. Box 56, Dunedin, 9054, New Zealand.,School of Biosciences, Cardiff University, Sir Martin Evans Building, Museum Avenue, Cardiff, CF10 3AX, UK
| | - Peter A Stockwell
- Department of Biochemistry, University of Otago, 710 Cumberland Street, Dunedin, 9054, New Zealand
| | - Ian M Morison
- Department of Pathology, Dunedin School of Medicine, University of Otago, 270 Great King Street, P.O. Box 56, Dunedin, 9054, New Zealand
| | - Michael R Eccles
- Department of Pathology, Dunedin School of Medicine, University of Otago, 270 Great King Street, P.O. Box 56, Dunedin, 9054, New Zealand.,Maurice Wilkins Centre for Molecular Biodiscovery, Level 2, 3A Symonds Street, Auckland, New Zealand
| | - Aniruddha Chatterjee
- Department of Pathology, Dunedin School of Medicine, University of Otago, 270 Great King Street, P.O. Box 56, Dunedin, 9054, New Zealand. .,Maurice Wilkins Centre for Molecular Biodiscovery, Level 2, 3A Symonds Street, Auckland, New Zealand.
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7
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Molano M, Tabrizi SN, Garland SM, Roberts JM, Machalek DA, Phillips S, Chandler D, Hillman RJ, Grulich AE, Jin F, Poynten IM, Templeton DJ, Cornall AM. CpG Methylation Analysis of HPV16 in Laser Capture Microdissected Archival Tissue and Whole Tissue Sections from High Grade Anal Squamous Intraepithelial Lesions: A Potential Disease Biomarker. PLoS One 2016; 11:e0160673. [PMID: 27529629 PMCID: PMC4987059 DOI: 10.1371/journal.pone.0160673] [Citation(s) in RCA: 5] [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: 03/18/2016] [Accepted: 07/22/2016] [Indexed: 11/18/2022] Open
Abstract
Incidence and mortality rates of anal cancer are increasing globally. More than 90% of anal squamous cell carcinomas (ASCC) are associated with human papillomavirus (HPV). Studies on HPV-related anogenital lesions have shown that patterns of methylation of viral and cellular DNA targets could potentially be developed as disease biomarkers. Lesion-specific DNA isolated from formalin-fixed paraffin-embedded (FFPE) tissues from existing or prospective patient cohorts may constitute a valuable resource for methylation analysis. However, low concentrations of DNA make these samples technically challenging to analyse using existing methods. We therefore set out to develop a sensitive and reproducible nested PCR-pyrosequencing based method to accurately quantify methylation at 10 CpG sites within the E2BS1, E2BS2,3,4 and Sp1 binding sites in the viral upstream regulatory region of HPV16 genome. Methylation analyses using primary and nested PCR-pyrosequencing on 52 FFPE tissue [26 paired whole tissue sections (WTS) and laser capture microdissected (LCM) tissues] from patients with anal squamous intraepithelial lesions was performed. Using nested PCR, methylation results were obtained for the E2BS1, E2BS2,3,4 and Sp1 binding sites in 86.4% of the WTS and 81.8% of the LCM samples. Methylation patterns were strongly correlated within median values of matched pairs of WTS and LCM sections, but overall methylation was higher in LCM samples at different CpG sites. High grade lesions showed low methylation levels in the E2BS1 and E2BS2 regions, with increased methylation detected in the E2BS,3,4/Sp1 regions, showing the highest methylation at CpG site 37. The method developed is highly sensitive in samples with low amounts of DNA and demonstrated to be suitable for archival samples. Our data shows a possible role of specific methylation in the HPV16 URR for detection of HSIL.
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Affiliation(s)
- Monica Molano
- Regional HPV Labnet Reference Laboratory, Department of Microbiology and Infectious Diseases, The Royal Women’s Hospital, Parkville, Victoria, Australia
| | - Sepehr N. Tabrizi
- Regional HPV Labnet Reference Laboratory, Department of Microbiology and Infectious Diseases, The Royal Women’s Hospital, Parkville, Victoria, Australia
- Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- Department of Obstetrics and Gynaecology, University of Melbourne and Murdoch Children’s Research Institute, Parkville, Victoria, Australia
| | - Suzanne M. Garland
- Regional HPV Labnet Reference Laboratory, Department of Microbiology and Infectious Diseases, The Royal Women’s Hospital, Parkville, Victoria, Australia
- Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- Department of Obstetrics and Gynaecology, University of Melbourne and Murdoch Children’s Research Institute, Parkville, Victoria, Australia
| | | | - Dorothy A. Machalek
- Regional HPV Labnet Reference Laboratory, Department of Microbiology and Infectious Diseases, The Royal Women’s Hospital, Parkville, Victoria, Australia
- Murdoch Children’s Research Institute, Parkville, Victoria, Australia
| | - Samuel Phillips
- Regional HPV Labnet Reference Laboratory, Department of Microbiology and Infectious Diseases, The Royal Women’s Hospital, Parkville, Victoria, Australia
- Murdoch Children’s Research Institute, Parkville, Victoria, Australia
| | | | - Richard J. Hillman
- Western Sydney Sexual Health Centre, Western Sydney Local Health District, Parramatta, New South Wales, Australia
- Sydney Medical School, Westmead, University of Sydney, Sydney, New South Wales, Australia
| | - Andrew E. Grulich
- The Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia
| | - Fengyi Jin
- The Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia
| | - I. Mary Poynten
- The Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia
| | - David J. Templeton
- The Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia
- RPA Sexual Health, Royal Prince Alfred Hospital, Camperdown, Australia
| | - Alyssa M. Cornall
- Regional HPV Labnet Reference Laboratory, Department of Microbiology and Infectious Diseases, The Royal Women’s Hospital, Parkville, Victoria, Australia
- Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- * E-mail:
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8
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Tumour heterogeneity: principles and practical consequences. Virchows Arch 2016; 469:371-84. [PMID: 27412632 DOI: 10.1007/s00428-016-1987-9] [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: 12/03/2015] [Revised: 04/01/2016] [Accepted: 07/03/2016] [Indexed: 12/30/2022]
Abstract
Two major reasons compel us to study tumour heterogeneity: firstly, it represents the basis of acquired therapy resistance, and secondly, it may be one of the major sources of the low level of reproducibility in clinical cancer research. The present review focuses on the heterogeneity of neoplastic disease, both within the primary tumour and between primary tumour and metastases. We discuss different levels of heterogeneity and the current understanding of the phenomenon, as well as imminent developments relevant for clinical research and diagnostic pathology. It is necessary to develop new tools to study heterogeneity and new biomarkers for heterogeneity. Established and new in situ methods will be very useful. In future studies, not only clonal heterogeneity needs to be addressed but also non-clonal phenotypic heterogeneity which might be important for therapy resistance. We also review heterogeneity established in major tumour types, in order to explore potential similarities that might help to define new strategies for targeted therapy.
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9
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Pigolkin YI, Dolzhanskiy OV, Korostylev SA, Pal'tseva EM, Fedorov DN. [On the possibility to determine genetic identity of the tissues with malignant tumours imbedded in paraffin blocks]. Sud Med Ekspert 2016; 59:16-19. [PMID: 27239766 DOI: 10.17116/sudmed201659316-19] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The results of analysis of the literature data were used to develop the forensic medical criteria for the assessment of the suitability of paraffin blocks containing the imbedded malignant tumours for the genetic identification of the tissues. The forensic medical criteria and the algorithm for the preliminary characteristic of the material of interest were proposed to avoid the potential errors. It is not recommended to use gastrointestinal carcinomas, breast tumours, and poorly differentiated ovarian tumours. Also unsuitable is the material formerly exposed to radio- and chemotherapeutic agents or paraffin blocks stored during more than 5-7 years. In the doubtful cases, immunohistochemical studies must be carried out to confirm microsatellite instability. Moreover, the tumour genotype and DNA composition from the patients' blood should be confirmed.
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Affiliation(s)
- Yu I Pigolkin
- I.M. Sechenov First Moscow State Medical University, Russian Ministry of Health, Moscow, Russia, 119991
| | - O V Dolzhanskiy
- B.V. Petrovsky Russian Research Centre of Surgery,Moscow, Russia, 119991
| | | | - E M Pal'tseva
- B.V. Petrovsky Russian Research Centre of Surgery,Moscow, Russia, 119991
| | - D N Fedorov
- B.V. Petrovsky Russian Research Centre of Surgery,Moscow, Russia, 119991
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10
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Abstract
Imputation is a powerful in silico approach to fill in those missing values in the big datasets. This process requires a reference panel, which is a collection of big data from which the missing information can be extracted and imputed. Haplotype imputation requires ethnicity-matched references; a mismatched reference panel will significantly reduce the quality of imputation. However, currently existing big datasets cover only a small number of ethnicities, there is a lack of ethnicity-matched references for many ethnic populations in the world, which has hampered the data imputation of haplotypes and its downstream applications. To solve this issue, several approaches have been proposed and explored, including the mixed reference panel, the internal reference panel and genotype-converted reference panel. This review article provides the information and comparison between these approaches. Increasing evidence showed that not just one or two genetic elements dictate the gene activity and functions; instead, cis-interactions of multiple elements dictate gene activity. Cis-interactions require the interacting elements to be on the same chromosome molecule, therefore, haplotype analysis is essential for the investigation of cis-interactions among multiple genetic variants at different loci, and appears to be especially important for studying the common diseases. It will be valuable in a wide spectrum of applications from academic research, to clinical diagnosis, prevention, treatment, and pharmaceutical industry.
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Affiliation(s)
- Wenzhi Li
- Center of Big Data and Bioinformatics, First Affiliated Hospital of Medicine School, Xi'an Jiaotong University, Xi'an, Shaanxi, China; Cardiovascular Research Institute and Department of Medicine, Morehouse School of Medicine, Atlanta, Georgia, USA
| | - Wei Xu
- Center of Big Data and Bioinformatics, First Affiliated Hospital of Medicine School, Xi'an Jiaotong University, Xi'an, Shaanxi, China; Cardiovascular Research Institute and Department of Medicine, Morehouse School of Medicine, Atlanta, Georgia, USA
| | - Qiling Li
- Center of Big Data and Bioinformatics, First Affiliated Hospital of Medicine School, Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Li Ma
- Cardiovascular Research Institute and Department of Medicine, Morehouse School of Medicine, Atlanta, Georgia, USA; 4DGenome Inc, Atlanta, Georgia, USA
| | - Qing Song
- Center of Big Data and Bioinformatics, First Affiliated Hospital of Medicine School, Xi'an Jiaotong University, Xi'an, Shaanxi, China; Cardiovascular Research Institute and Department of Medicine, Morehouse School of Medicine, Atlanta, Georgia, USA; 4DGenome Inc, Atlanta, Georgia, USA
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11
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Bythwood TN, Xu W, Li W, Rao W, Li Q, Xue X, Richards J, Ma L, Song Q. The mirror RNA expression pattern in human tissues. PRECISION MEDICINE 2015; 1:e1036. [PMID: 28280784 PMCID: PMC5340261 DOI: 10.14800/pm.1036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
It has been realized in recent years that non-coding RNAs are playing important roles in genome functions and human diseases. Here we developed a new technology and observed a new pattern of gene expression. We observed that over 72% of RNAs in human genome are expressed in forward-reverse pairs, just like mirror images of each other between forward expression and reverse expression; the overview showed that it cannot be simply described as transcript overlapping, so we designated it as mirror expression. Furthermore, we found that the mirror expression is gene-specific and tissue-specific, and less common in the proximal promoter regions. The size of the shadows varies between different genes, different tissues and different classes. The shadow expression is most significant in the Alu element, it was also observed among L1, Simple Repeats and LTR elements, but rare in other repeats such as low-complexity, LINE/L2, DNA and MIRs. Although there is no evidence yet about the relationship of this mirror pattern and double-strand RNA (dsRNA), this new striking pattern provides a new clue and a new direction to unveil the role of RNAs in the genome functions and diseases.
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Affiliation(s)
- Tameka N. Bythwood
- Cardiovascular Research Institute and Department of Medicine, Morehouse School of Medicine, Atlanta, Georgia 30310, USA
| | - Wei Xu
- Cardiovascular Research Institute and Department of Medicine, Morehouse School of Medicine, Atlanta, Georgia 30310, USA
- Center for Big Data Science, First Affiliated Hospital of Medical School, Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Wenzhi Li
- Cardiovascular Research Institute and Department of Medicine, Morehouse School of Medicine, Atlanta, Georgia 30310, USA
- Center for Big Data Science, First Affiliated Hospital of Medical School, Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Weinian Rao
- Cardiovascular Research Institute and Department of Medicine, Morehouse School of Medicine, Atlanta, Georgia 30310, USA
- 4DGenome Inc, Atlanta, Georgia 30033, USA
| | - Qiling Li
- Center for Big Data Science, First Affiliated Hospital of Medical School, Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Xue Xue
- Center for Big Data Science, First Affiliated Hospital of Medical School, Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Jendai Richards
- Cardiovascular Research Institute and Department of Medicine, Morehouse School of Medicine, Atlanta, Georgia 30310, USA
| | - Li Ma
- Cardiovascular Research Institute and Department of Medicine, Morehouse School of Medicine, Atlanta, Georgia 30310, USA
- 4DGenome Inc, Atlanta, Georgia 30033, USA
- Center for Big Data Science, First Affiliated Hospital of Medical School, Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Qing Song
- Cardiovascular Research Institute and Department of Medicine, Morehouse School of Medicine, Atlanta, Georgia 30310, USA
- 4DGenome Inc, Atlanta, Georgia 30033, USA
- Center for Big Data Science, First Affiliated Hospital of Medical School, Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
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