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Zou Y, Hu X, Zheng S, Yang A, Li X, Tang H, Kong Y, Xie X. Discordance of immunotherapy response predictive biomarkers between primary lesions and paired metastases in tumours: A systematic review and meta-analysis. EBioMedicine 2021; 63:103137. [PMID: 33310681 PMCID: PMC7736926 DOI: 10.1016/j.ebiom.2020.103137] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 10/20/2020] [Accepted: 11/06/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Several biomarkers predict the efficacy of immunotherapy, which is essential for selecting patients who would potentially benefit. Discordant status of these biomarkers between primary tumours and paired metastases has been increasingly revealed. We aimed to comprehensively summarize the incidence of this phenomenon. METHODS Databases were searched to identify studies reporting primary-to-metastatic conversion of biomarkers, including programmed death ligand-1 (PD-L1), programmed cell death protein-1 (PD-1), PD-L2, tumour-infiltrating lymphocyte (TIL), tumour mutational burden (TMB), and microsatellite instability (MSI). FINDINGS 56 studies with 2739 patients were included. The pooled discordance rate of PD-L1 was 22%. The percentage of PD-L1 changed from positive to negative was 41%, whereas that from negative to positive was 16%. The discordance rate for PD-1 and PD-L2 was 26% and 22%, respectively. TIL level was found with a discordance rate of 39%, and changes from high to low (50%) occurred more than that from low to high (16%). No significant difference in TMB was observed between two sites in most studies. MSI status discordance was found in 6% patients, with a percentage of 9% from MSI-high to microsatellite instable (MSS) and 0% from MSS to MSI-high. INTERPRETATION Our study demonstrates that PD-L1, PD-1, PD-L2, and TIL level had high frequency of discordance, while TMB and MSI status were less likely to change between primary tumours and paired metastases. Therefore, evaluating those frequently altered biomarkers of both primary and metastatic tumours is strongly recommended for precise clinical decision of immune checkpoint treatment. FUND: The National Natural Science Foundation of China (81872152).
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Affiliation(s)
- Yutian Zou
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 East Dongfeng Road, Guangzhou 510060, People's Republic of China
| | - Xiaoqian Hu
- School of Biomedical Sciences, Faculty of Medicine, The University of Hong Kong, 21 Sassoon Road, Hong Kong, People's Republic of China
| | - Shaoquan Zheng
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 East Dongfeng Road, Guangzhou 510060, People's Republic of China
| | - Anli Yang
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 East Dongfeng Road, Guangzhou 510060, People's Republic of China
| | - Xing Li
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 East Dongfeng Road, Guangzhou 510060, People's Republic of China
| | - Hailin Tang
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 East Dongfeng Road, Guangzhou 510060, People's Republic of China
| | - Yanan Kong
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 East Dongfeng Road, Guangzhou 510060, People's Republic of China.
| | - Xiaoming Xie
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 East Dongfeng Road, Guangzhou 510060, People's Republic of China.
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Clinical, Pathological, and Molecular Characteristics of CpG Island Methylator Phenotype in Colorectal Cancer: A Systematic Review and Meta-analysis. Transl Oncol 2018; 11:1188-1201. [PMID: 30071442 PMCID: PMC6080640 DOI: 10.1016/j.tranon.2018.07.008] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Revised: 07/10/2018] [Accepted: 07/10/2018] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND: CpG island methylator phenotype (CIMP) tumors, comprising 20% of colorectal cancers, are associated with female sex, age, right-sided location, and BRAF mutations. However, other factors potentially associated with CIMP have not been robustly examined. This meta-analysis provides a comprehensive assessment of the clinical, pathologic, and molecular characteristics that define CIMP tumors. METHODS: We conducted a comprehensive search of the literature from January 1999 through April 2018 and identified 122 articles, on which comprehensive data abstraction was performed on the clinical, pathologic, molecular, and mutational characteristics of CIMP subgroups, classified based on the extent of DNA methylation of tumor suppressor genes assessed using a variety of laboratory methods. Associations of CIMP with outcome parameters were estimated using pooled odds ratio or standardized mean differences using random-effects model. RESULTS: We confirmed prior associations including female sex, older age, right-sided tumor location, poor differentiation, and microsatellite instability. In addition to the recognized association with BRAF mutations, CIMP was also associated with PIK3CA mutations and lack of mutations in KRAS and TP53. Evidence of an activated immune response was seen with high rates of tumor-infiltrating lymphocytes (but not peritumoral lymphocytes), Crohn-like infiltrates, and infiltration with Fusobacterium nucleatum bacteria. Additionally, CIMP tumors were associated with advance T-stage and presence of perineural and lymphovascular invasion. CONCLUSION: The meta-analysis highlights key features distinguishing CIMP in colorectal cancer, including molecular characteristics of an active immune response. Improved understanding of this unique molecular subtype of colorectal cancer may provide insights into prevention and treatment.
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Cohen SA, Yu M, Baker K, Redman M, Wu C, Heinzerling TJ, Wirtz RM, Charalambous E, Pentheroudakis G, Kotoula V, Kalogeras KT, Fountzilas G, Grady WM. The CpG island methylator phenotype is concordant between primary colorectal carcinoma and matched distant metastases. Clin Epigenetics 2017; 9:46. [PMID: 28469732 PMCID: PMC5414304 DOI: 10.1186/s13148-017-0347-1] [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: 10/14/2016] [Accepted: 04/21/2017] [Indexed: 12/13/2022] Open
Abstract
Background The CpG island methylator phenotype (CIMP) in stage III colon cancer (CRC) has been associated with improved survival after treatment with adjuvant irinotecan-based chemotherapy. In this analysis, we determine whether CIMP status in the primary CRC is concordant with the CIMP status of matched metastases in order to determine if assessment of CIMP status in the primary tumor can be used to predict CIMP status of metastatic disease, which is relevant for patient management as well as for understanding the biology of CIMP CRCs. Methods We assessed the CIMP status of 70 pairs of primary CRC and matched metastases using a CRC-specific panel of five markers (CACNA1G, IGF2, NEUROG1, RUNX3, and SOCS1) where CIMP positive was defined as 3/5 positive markers at a percent methylated reference threshold of ≥10%. Concordance was compared using the Fisher’s exact test and P < 0.05 was considered significant. Results Sixty-nine of the pairs (98.6%) showed concordant CIMP status in the primary tumor and matched metastasis; five (7.0%) of the pairs were concordantly CIMP positive. Only one pair (1.4%) had divergent CIMP status, demonstrating CIMP positivity (4/5 markers positive) in the primary tumor, while the matched metastasis was CIMP negative (0 markers positive). Conclusions CIMP status is generally concordant between primary CRCs and matched metastases. Thus, CIMP status in the primary tumor is maintained in matched metastases and can be used to inform CIMP-based therapy options for the metastases. Electronic supplementary material The online version of this article (doi:10.1186/s13148-017-0347-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Stacey A Cohen
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109 USA.,Division of Oncology, University of Washington, Seattle, WA USA.,825 Eastlake Ave E, G4-830, Seattle, WA 98109 USA
| | - Ming Yu
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109 USA.,1100 Fairview Ave N, D4-100, Seattle, WA 98109 USA
| | - Kelsey Baker
- Clinical Statistics, Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA USA.,1100 Fairview Ave N, M2-B230, Seattle, WA 98109 USA
| | - Mary Redman
- Clinical Statistics, Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA USA.,1100 Fairview Ave N, M2-B230, Seattle, WA 98109 USA
| | - Chen Wu
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109 USA.,College of Life Sciences, Hebei University, Baoding, Hebei People's Republic of China.,1100 Fairview Ave N, D4-100, Seattle, WA 98109 USA
| | - Tai J Heinzerling
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109 USA.,1100 Fairview Ave N, D4-100, Seattle, WA 98109 USA
| | - Ralph M Wirtz
- STRATIFYER Molecular Pathology GmbH, Cologne, Germany.,Werthmann Str. Str. 1c, D-50935 Cologne, Germany
| | - Elpida Charalambous
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece.,University Campus, Building 17B, 540 06 Thessaloniki, Greece
| | - George Pentheroudakis
- Department of Medical Oncology, Ioannina University Hospital, Ioannina, Greece.,Niarchos Av, Ioannina, 455 00 Greece
| | - Vassiliki Kotoula
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece.,Department of Pathology, Faculty of Medicine, School of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece.,University Campus, Building 17B, 540 06 Thessaloniki, Greece
| | - Konstantine T Kalogeras
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece.,Translational Research Section, Hellenic Cooperative Oncology Group, Data Office, Athens, Greece.,18 Hatzikonstanti Str, 115 24 Athens, Greece
| | - George Fountzilas
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece.,Aristotle University of Thessaloniki, Thessaloniki, Greece.,30 Kapetan Kotta Str, 552 36 Panorama, Thessaloniki Greece
| | - William M Grady
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109 USA.,Division of Gastroenterology, University of Washington School of Medicine, Seattle, WA USA.,1100 Fairview Ave N, D4-100, Seattle, WA 98109 USA
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Fu T, Pappou EP, Guzzetta AA, de Freitas Calmon M, Sun L, Herrera A, Li F, Wolfgang CL, Baylin SB, Iacobuzio-Donahue CA, Tong W, Ahuja N. IGFBP-3 Gene Methylation in Primary Tumor Predicts Recurrence of Stage II Colorectal Cancers. Ann Surg 2016; 263:337-344. [PMID: 25822686 PMCID: PMC4648704 DOI: 10.1097/sla.0000000000001204] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVES To evaluate the influence of IGFBP-3 methylation on recurrence in patients with stage II colorectal cancer (CRC) from 2 independent cohorts. BACKGROUND The relationship between IGFBP-3 methylation in primary tumors (PTs) or lymph nodes (LNs) and risk of recurrence in patients with stage II CRC treated with surgery alone is unknown. METHODS IGFBP-3 methylation of DNA from 115 PTs and 1641 LNs in patients with stage II CRC from 2 independent cohorts was analyzed. Forty patients developed recurrence, whereas 75 matched patients remained recurrence free for more than 2 years after surgery. Cox proportional hazard models were used to calculate hazard ratios (HRs) of recurrence, adjusted for patient and tumor characteristics. RESULTS Methylation of IGFBP-3 in PTs was identified to be significantly associated with risk of recurrence in the training set. The signature was tested in a validation set and classified 40.7% of patients as high risk. Five-year recurrence-free survival rates were 76.4% and 58.3% for low- and high-risk patients, respectively, with an HR of 2.21 (95% confidence interval, 1.04-4.68; P = 0.039). In multivariate analysis, the signature remained the most significant prognostic factor, with an HR of 2.40 (95% confidence interval, 1.10-5.25; P = 0.029). A combined analysis of 1641 LNs from the 2 sets identified IGFBP-3 methylation in LNs was not associated with risk of recurrence. CONCLUSIONS Detection of IGFBP-3 methylation in PTs, but not in LNs, provides a powerful tool for the identification of patients with stage II CRC at high risk of recurrence.
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Affiliation(s)
- Tao Fu
- Department of Gastrointestinal Surgery, Daping Hospital, Third Military Medical University, Chongqing, China
- Department of Surgery
| | | | | | | | | | | | - Fan Li
- Department of Gastrointestinal Surgery, Daping Hospital, Third Military Medical University, Chongqing, China
| | | | - Stephen B. Baylin
- Department of Oncology, The Sydney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Christine A. Iacobuzio-Donahue
- Department of Pathology and David Rubenstein Pancreatic Cancer Research Center, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Weidong Tong
- Department of Gastrointestinal Surgery, Daping Hospital, Third Military Medical University, Chongqing, China
| | - Nita Ahuja
- Department of Surgery
- Department of Oncology, The Sydney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD
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Abstract
A major biomedical advance from recent years was the finding that gene expression and phenotypic traits may be shaped by potentially reversible and heritable modifications that occur without altering the sequence of the nucleotides, and became known as epigenetic changes. The term 'epigenetics' dates back to the 1940s, when it was first used in context of cellular differentiation decisions that are made during development. Since then, our understanding of epigenetic modifications that govern development and disease expanded considerably. The contribution of epigenetic changes to shaping phenotypes brings at least two major clinically relevant benefits. One of these, stemming from the reversibility of epigenetic changes, involves the possibility to therapeutically revert epigenetic marks to re-establish prior gene expression patterns. The strength and the potential of this strategy are illustrated by the first four epigenetic drugs that were approved in recent years and by the additional candidates that are at various stages in preclinical studies and clinical trials. The second particularity is the finding that epigenetic changes precede the appearance of histopathological modifications. This has the potential to facilitate the emergence of epigenetic biomarkers, some of which already entered the clinical arena, catalysing a major shift in prophylactic and therapeutic strategies, and promising to fill a decades-old gap in preventive medicine.
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Affiliation(s)
- R A Stein
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY, USA
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Morikawa T, Shima K, Kuchiba A, Yamauchi M, Tanaka N, Imamura Y, Liao X, Qian ZR, Brahmandam M, Longtine JA, Lindeman NI, Fuchs CS, Ogino S. No evidence for interference of h&e staining in DNA testing: usefulness of DNA extraction from H&E-stained archival tissue sections. Am J Clin Pathol 2012; 138:122-9. [PMID: 22706867 DOI: 10.1309/ajcp28laookszsvw] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Although histochemical staining has been believed to inhibit the DNA amplification reaction, no previous study has systematically evaluated the influence of histochemical staining on downstream molecular assays. To evaluate an influence of H&E staining on DNA testing, we isolated DNA from 10 unstained, 10 hematoxylin-stained, 10 eosin-stained, and 10 H&E-stained tissue sections (ie, 4 groups), from each of 5 colon cancers. Among the 4 groups, we did not observe any significant or appreciable difference in DNA fragmentation by agarose gel electrophoresis, in DNA amplification by real-time polymerase chain reaction (PCR), in microsatellite PCR fragment analyses, or in a PCR-pyrosequencing assay. As a proof-of-principle study, we successfully performed microsatellite instability analysis and sequencing of KRAS and BRAF on more than 1,300 colorectal cancers using DNA extracted from H&E-stained tissue sections. Our data provide no evidence for an interfering effect of H&E staining on DNA testing, suggesting that DNA from H&E-stained sections can be effectively used for routine DNA testing.
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BRAF mutations in colorectal cancer are associated with distinct clinical characteristics and worse prognosis. Dis Colon Rectum 2012; 55:128-33. [PMID: 22228154 DOI: 10.1097/dcr.0b013e31823c08b3] [Citation(s) in RCA: 108] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND Colorectal cancer is a heterogeneous disease with multiple underlying genetic mutations causing different clinical phenotypes. Mutation in the BRAF oncogene is a key step in malignant transformation within the methylator pathway to colorectal cancer. However, there is a paucity of information about BRAF mutant colorectal tumors. OBJECTIVE This study defines the clinical characteristics and oncologic outcome associated with colorectal cancer BRAF mutations. DESIGN Colorectal adenocarcinomas from a single-institution frozen-tumor biobank were studied. Genomic DNA was isolated and analyzed for mutations in the BRAF oncogene by polymerase chain reaction amplification followed by direct sequencing. A sample was classified as mutant if any of the tested loci were mutated. Patient and tumor characteristics were recorded including patient age, sex, tumor location, tumor differentiation, and microsatellite instability. MAIN OUTCOME MEASURES Statistical associations with BRAF mutant tumors were determined by the Fisher exact probability test, χ test, or Wilcoxon analysis. Kaplan-Meier estimates and multivariate Cox regression analysis were performed for overall survival. RESULTS Four hundred seventy-five colorectal adenocarcinomas were included in the study population; 56 samples harbored a BRAF mutation (12%). There were significant differences between BRAF wild-type and mutant tumors in age (66 vs 75 years, p = 0.004), female sex (44% vs 71%, p < 0.001), proximal tumor location (44% vs 95%, p < 0.001), and frequency of microsatellite instability (16% vs 76%, p < 0.001). There was no difference in cancer stage between BRAF mutant and wild-type populations. Survival data were analyzed for 322 patients with stage I to III disease, and patients with a BRAF mutation had decreased overall survival than those without a mutation (p = 0.018). With the use of Cox regression analysis, BRAF mutation conferred a worse overall survival (HR 1.79, CI 1.05-3.05, p = 0.03) independent of microsatellite instability status. CONCLUSIONS BRAF mutations in colorectal cancers are associated with distinct clinical characteristics and worse prognosis.
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Zlobec I, Bihl M, Foerster A, Rufle A, Lugli A. Comprehensive analysis of CpG island methylator phenotype (CIMP)-high, -low, and -negative colorectal cancers based on protein marker expression and molecular features. J Pathol 2011; 225:336-43. [PMID: 21660972 DOI: 10.1002/path.2879] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2010] [Revised: 02/08/2011] [Accepted: 02/14/2011] [Indexed: 12/19/2022]
Abstract
CpG island methylator phenotype (CIMP) is being investigated for its role in the molecular and prognostic classification of colorectal cancer patients but is also emerging as a factor with the potential to influence clinical decision-making. We report a comprehensive analysis of clinico-pathological and molecular features (KRAS, BRAF and microsatellite instability, MSI) as well as of selected tumour- and host-related protein markers characterizing CIMP-high (CIMP-H), -low, and -negative colorectal cancers. Immunohistochemical analysis for 48 protein markers and molecular analysis of CIMP (CIMP-H: ≥ 4/5 methylated genes), MSI (MSI-H: ≥ 2 instable genes), KRAS, and BRAF were performed on 337 colorectal cancers. Simple and multiple regression analysis and receiver operating characteristic (ROC) curve analysis were performed. CIMP-H was found in 24 cases (7.1%) and linked (p < 0.0001) to more proximal tumour location, BRAF mutation, MSI-H, MGMT methylation (p = 0.022), advanced pT classification (p = 0.03), mucinous histology (p = 0.069), and less frequent KRAS mutation (p = 0.067) compared to CIMP-low or -negative cases. Of the 48 protein markers, decreased levels of RKIP (p = 0.0056), EphB2 (p = 0.0045), CK20 (p = 0.002), and Cdx2 (p < 0.0001) and increased numbers of CD8+ intra-epithelial lymphocytes (p < 0.0001) were related to CIMP-H, independently of MSI status. In addition to the expected clinico-pathological and molecular associations, CIMP-H colorectal cancers are characterized by a loss of protein markers associated with differentiation, and metastasis suppression, and have increased CD8+ T-lymphocytes regardless of MSI status. In particular, Cdx2 loss seems to strongly predict CIMP-H in both microsatellite-stable (MSS) and MSI-H colorectal cancers. Cdx2 is proposed as a surrogate marker for CIMP-H.
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Affiliation(s)
- Inti Zlobec
- Institute of Pathology, University of Basel, Schoenbeinstrasse 40, 4056, Basel, Switzerland.
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Dellon AL, Mackinnon SE, Lu Q, Bitzer J, Zheng H, Toniolo P, Lenner P, Zhong XY. Musculoaponeurotic variations along the course of the median nerve in the proximal forearm. BMC Cancer 1988; 12:244. [PMID: 22695536 PMCID: PMC3437205 DOI: 10.1186/1471-2407-12-244] [Citation(s) in RCA: 51] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2011] [Accepted: 05/31/2012] [Indexed: 12/29/2022] Open
Abstract
31 cadaver arms have been dissected to study the variations in the anatomy of the muscles and fibrous arches which might cause compression of the median nerve in the forearm. Pronator teres always had a superficial head and usually a deep head. Flexor digitorum superficialis varied greatly in its site of origin. The median nerve might be crossed by two, one or no fibro-aponeurotic arches. Gantzer's muscle, an accessory head of flexor pollicis longus, was present in 45% of cadavers. No ligament of Struthers was found. Possible sites and causes of nerve compression are discussed.
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Affiliation(s)
- A L Dellon
- Department of Plastic Surgery, Johns Hopkins Hospital, Baltimore, Maryland
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