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  • 1
    Online Resource
    Online Resource
    Massachusetts Medical Society ; 2005
    In:  New England Journal of Medicine Vol. 352, No. 21 ( 2005-05-26), p. 2184-2192
    In: New England Journal of Medicine, Massachusetts Medical Society, Vol. 352, No. 21 ( 2005-05-26), p. 2184-2192
    Type of Medium: Online Resource
    ISSN: 0028-4793 , 1533-4406
    RVK:
    Language: English
    Publisher: Massachusetts Medical Society
    Publication Date: 2005
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  • 2
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 81, No. 13_Supplement ( 2021-07-01), p. 835-835
    Abstract: Immune responses to colorectal cancer (CRC) are important prognostic factors as measured by either tumor infiltrating lymphocytes per high powered field or the presence of Crohn's like lymphoid reaction. New technologies to quantify specific features of immune responses include immunoSeq (Adaptive Biotechnologies), which accurately quantifies T-cell receptor (TCR) abundance and T-cell receptor clonality. Here we measured the independent contributions of TCR abundance and TCR clonality to 5-year CRC-specific survival in the Molecular Epidemiology of Colorectal Cancer (MECC) study. The MECC study consented, interviewed, and followed 6,006 incident cases of CRC diagnosed between March 31, 1998 and July 1, 2017 (median follow-up time = 6.9 years). Archived paraffin blocks were retrieved, and 2,750 cases had sufficient tissue and adequate DNA extraction to perform the immunoSeq assay. Analyses were restricted to 1,625 samples with more than 100 T-cells to permit accurate quantification of TCR abundance and TCR clonality as measured by Simpson Clonality Index. TCR abundance was log2 transformed for analyses, and Simpson Clonality Index was log2-transformed and z-scale normalized separately by assay version. In unadjusted models, dichotomized log2 transformed TCR abundance (Hazard Ratio (HR) = 0.57, 95% confidence interval (CI) 0.47-0.71, p=9.77E-08) and dichotomized TCR clonality (HR = 0.77, 95% CI 0.63-0.94, p=0.01) were each statistically significantly associated with 5-year CRC-specific survival. In a model with adjustment for age, sex, microsatellite instability, stage and assay version, both dichotomized log2 transformed TCR abundance (HR = 0.61, 95% CI, 0.49-0.75, p=3.03E-06), and dichotomized TCR clonality (HR = 0.81, 95% CI, 0.66-0.99, p=0.048) were associated with improved 5-year disease-specific survival. Conclusion: TCR abundance and TCR clonality are independent prognostic indicators in CRC. Citation Format: Joseph Bonner, Sephanie L. Schmit, Sidney S. Lindsey, Ya-Yu Tsai, Rebeca Sanz-Pamplona, M. Henar Alonso, Marilena Melas, Hedy S. Rennert, Kevin J. McDonnell, Gregory Idos, Christopher P. Walker, W. Martin Kast, Diane Da Silva, Harlan S. Robins, Joel K. Greenson, Victor Moreno, Gad Rennert, Stephen B. Gruber. T-cell abundance, clonality and disease specific survival in colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 835.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2021
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  • 3
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 79, No. 13_Supplement ( 2019-07-01), p. 2332-2332
    Abstract: Background: Tumor infiltrating lymphocytes (TILs) are prognostic and predictive biomarkers in colorectal cancer and are associated with improved prognosis and response to immunotherapy. While TILs are routinely assessed by pathologists, a standardized technique (immunoSEQ, Adaptive Biotechnologies) that leverages targeted next-generation sequencing can also be used to quantify and characterize the T-cell receptor (TCR) repertoire of individual colorectal cancers. In a large, population-based study of incident colorectal cancer, the host immune responses were measured by an expert pathologist and ImmunoSEQ to understand the relationships between TILs, TCRs/cell and specific subgroups of colorectal cancer. Methods: Incident cases of adenocarcinoma of the colon or rectum from the Molecular Epidemiology of Colorectal Cancer (MECC) study included 1,000 cancers that were uniformly evaluated for TILs and other histopathologic features by one pathologist. FFPE-derived DNA from microdissected tumor tissue was extracted and sequenced using ImmunoSEQ analysis for the same 1,000 individuals. A resulting quantitative metric from this assay includes TCRs/cell, a measure of rearranged T cell quantity relative to all nucleated cells in a tumor sample. Gene expression in snap-frozen tissue available from 342/1,000 MECC colorectal cancers was measured with Affymetrix Human Genome U133 Arrays (U133A and U133 Plus2.0) as previously described. CMS classification was performed using the R package 3.5.1, CMS classifier, randomForest 4.6-14. Multivariate analysis assessed CMS by age, gender, TILs/HPF, TCRs/cell, MSI status, BRAF and KRAS mutational status. Results: TILs/HPF and TCRs/cell were significantly correlated among all 1000 cases (r=0.5, p & lt;0.001). Among the 342 cases with available expression profiles, CMS1 constituted 12.0% of all CRC, with CMS2 (41.8%), CMS3 (8.5%), and CMS4 (13.7%) and unclassified (24%) representing the remaining distribution. There were statistically significant differences in the molecular and histopathologic features of colorectal cancers by CMS subgroups. MSI-H tumors were most frequently observed within CMS1 cancers (56.6% of CMS1 were MSI-H), with lower representation among CMS2 (1.5%), CMS3 (10%), CMS4 (3.5%), and unclassified CRC (9.5%) (p & lt;0.0001). In addition, BRAF positive tumors were more frequently observed within the CMS1 group (12.2%, p =0.0065) and KRAS positive tumors within the CMS3 group (31%, p & lt;0.0001). Consistent with prior reports, TILs/HPF were significantly higher in the CMS1 group (mean=7.7, p & lt;0.0001). Similar statistically significant trends were observed across classes for TCRs/cell (mean=0.16, p=0.04). Conclusions: Subtypes of CRC have distinct histopathologic and molecular features that can be distinguished by expression profiles and immunoSEQ. Citation Format: Marilena Melas, Charalampos Lazaris, Stephanie L. Schmit, Asaf Maoz, Rebeca Sanz Pamplona, Chenxu Qu, Joel K. Greenson, Rork Kuick, Flavio Lejbkowicz, Hedy S. Rennert, Christopher P. Walker, Chase M. Bowen, Diane M. Da Silva, W. Martin Kast, Gregory E. Idos, Kevin J. McDonnell, Victor Moreno, Gad Rennert, Stephen B. Gruber. Tumor infiltrating lymphocytes, immunoSeq, and CMS classification in the molecular epidemiology of colorectal cancer study [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 2332.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
    RVK:
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2019
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  • 4
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 82, No. 12_Supplement ( 2022-06-15), p. 5874-5874
    Abstract: Diversity in Human Leukocyte Antigen (HLA) genes has been associated with risk of several diseases, including Non-Hodgkin’s lymphoma and ulcerative colitis. Reduced diversity at HLA loci may adversely affect the host’s ability to recognize foreign antigens and tumor neoantigens, and subsequently, increase disease burden. To better understand the role of inherited HLA diversity in colorectal cancer (CRC) risk, we utilized data from a population-based study of 10,347 participants (5,574 CRC cases and 4,773 healthy controls) from the Molecular Epidemiology of Colorectal Cancer Study (MECC). Germline DNA samples were genotyped using genome-wide arrays, and HLA Class I and II four-digit resolution alleles were imputed using SNP2HLA and a reference panel of 5,225 individuals from the Type 1 Diabetes Genetics Consortium. Heterozygosity and homozygosity at each HLA locus and the number of homozygous genotypes at class I loci (A, B, C) and class II loci (DQB1, DRB1, DPB1) were quantified. To examine the joint effect of Class I and Class II loci, we combined the total number of homozygotes for all loci and categorized into 3 groups: heterozygotes at all loci, 1 to 4 homozygotes, or 5 or more homozygotes. Logistic regression was used to estimate the risk of CRC associated with HLA locus homozygosity. Individuals with heterozygous genotypes for all loci served as the reference category, and analyses were adjusted for sex, age, genotyping platform, and global ancestry. Individuals with homozygous genotypes at all 3 Class I genes had an increased risk of CRC when compared to those with heterozygous genotypes at all Class I loci (OR: 1.34; 95% CI: 1.02-1.76, P = 0.033; Ptrend = 0.039). A similar association was observed for Class II loci, with an OR of 1.32 (95% CI: 1.05-1.65, P = 0.015; Ptrend = 0.157). For HLA Class I and II combined, individuals with five or more homozygous genotypes at HLA class I or II loci were at higher risk for developing CRC (OR: 1.84, 95% CI: 1.24-2.73, P = 0.0023; Ptrend = 0.015), when compared to those with all heterozygous genotypes. Our findings support a heterozygote advantage at HLA class I and II loci as a protective factor for CRC. This indicates an important role for HLA genetic variability in the etiology of CRC potentially operating through a mechanism of decreased diversity of tumor neoantigens that can be displayed to the adaptive immune system. Citation Format: Ya-Yu Tsai, Chenxu Qu, Joseph D. Bonner, Rebeca Sanz-Pamplona, Sidney Lindsey, Marilena Melas, Kevin J. McDonnell, Gregory E. Idos, Christopher P. Walker, Kevin K. Tsang, Diane M. Da Silva, Ferran Moratalla, Asaf Maoz, Hedy S. Rennert, W. Martin Kast, Joel K. Greenson, Victor Moreno, Gad Rennert, Stephen B. Gruber, Stephanie L. Schmit. Heterozygote advantage at HLA class I and II loci and colorectal cancer risk [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 5874.
    Type of Medium: Online Resource
    ISSN: 1538-7445
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2022
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  • 5
    Online Resource
    Online Resource
    Ovid Technologies (Wolters Kluwer Health) ; 2005
    In:  Diseases of the Colon & Rectum Vol. 48, No. 12 ( 2005-12), p. 2317-2321
    In: Diseases of the Colon & Rectum, Ovid Technologies (Wolters Kluwer Health), Vol. 48, No. 12 ( 2005-12), p. 2317-2321
    Type of Medium: Online Resource
    ISSN: 0012-3706
    Language: English
    Publisher: Ovid Technologies (Wolters Kluwer Health)
    Publication Date: 2005
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  • 6
    Online Resource
    Online Resource
    Oxford University Press (OUP) ; 2016
    In:  JNCI: Journal of the National Cancer Institute Vol. 108, No. 8 ( 2016-08)
    In: JNCI: Journal of the National Cancer Institute, Oxford University Press (OUP), Vol. 108, No. 8 ( 2016-08)
    Type of Medium: Online Resource
    ISSN: 1460-2105 , 0027-8874
    RVK:
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2016
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    detail.hit.zdb_id: 1465951-7
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  • 7
    In: Cancer Biology & Therapy, Informa UK Limited, Vol. 6, No. 7 ( 2007-07-11), p. 1143-1147
    Type of Medium: Online Resource
    ISSN: 1538-4047 , 1555-8576
    Language: English
    Publisher: Informa UK Limited
    Publication Date: 2007
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  • 8
    In: Cancer, Wiley, Vol. 117, No. 8 ( 2011-04-15), p. 1640-1648
    Type of Medium: Online Resource
    ISSN: 0008-543X
    Language: English
    Publisher: Wiley
    Publication Date: 2011
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  • 9
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 81, No. 13_Supplement ( 2021-07-01), p. 824-824
    Abstract: Adaptive immune responses in the tumor microenvironment of colorectal cancer (CRC) play an important role in prognosis. However, the contributions of germline genetic variations to the strength and diversity of T cell responses in CRC are unclear. We conducted a genome-wide association study to examine the relationships between germline genetic variants and measures of the T cell repertoire in colorectal tumors. Germline DNA samples from 5,581 CRC cases recruited into the Molecular Epidemiology of Colorectal Cancer Study (MECC) were genotyped in batches using four different platforms. Genotype data were imputed to the Haplotype Reference Consortium panel separately by genotyping platform. Tumor DNA samples were extracted from paraffin blocks, and tumor infiltrating lymphocytes per high powered field (TILs/hpf) were quantified by a single gastrointestinal pathologist. TCR abundance and clonality within individual CRCs were measured using the immunoSEQ assay (Adaptive Biotechnologies). Appropriate quality control steps and data transformations were applied to fit downstream statistical modeling assumptions. After standard quality control on both imputed genotypes and transformed immune metrics, 2,876 (TILs/hpf) and 2,395 (TCR abundance and clonality) cases with approximately 9 million imputed genetic variants were included in the discovery phase. Logistic or linear regression models were used to evaluate the associations between allelic dosage of each variant and each immune-related outcome, adjusting for sex, age at diagnosis, genotyping platform, and principal components for global ancestry. Three independent datasets were available to replicate our findings using similar quality control measures and regression models: Colonomics (N=96; TILs/hpf, TCR abundance, clonality), the CRC Genetics Study (N=162; TCR abundance, clonality), and the Harvard Cohorts (N=505; TILs/hpf; in progress). The discovery phase identified 5 independent genetic variants associated with TILs/hpf, 15 associated with TCR abundance, and 19 associated with clonality at p & lt;5X10E-06. Replication analyses as well as expression quantitative trait analyses and in silico functional annotation are underway for the loci of interest. Our study suggests that germline genetic variation is associated with the quantity and quality of adaptive immune responses in CRC. Citation Format: Stephanie L. Schmit, Ya-Yu Tsai, Joseph Bonner, Rebeca Sanz-Pamplona, Amit D. Joshi, Sidney S. Lindsey, Marilena Melas, Kevin J. McDonnell, Gregory E. Idos, Christopher P. Walker, W. Martin Kast, Diane Da Silva, Tomotaka Ugai, Hedy S. Rennert, Harlan S. Robins, Joel K. Greenson, Shuji Ogino, Victor Moreno, Gad Rennert, Stephen B. Gruber. Germline genetic regulation of the adaptive immune response in colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 824.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2021
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  • 10
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 81, No. 13_Supplement ( 2021-07-01), p. 2737-2737
    Abstract: The quantity and quality of immune responses in colorectal cancers (CRC) are widely variable and have important clinical, therapeutic, and prognostic implications. We studied clinical and epidemiologic factors that might influence T-cell quantity and clonality within colorectal adenocarcinomas to better understand the drivers of diverse immune responses. Incident cases of CRC from the Molecular Epidemiology of Colorectal Cancer Study (MECC) were interviewed, and 6,006 cases had complete epidemiologic data. Archived tumor blocks were retrieved from 3,865 (64.4%) cases, and all were reviewed by a single expert pathologist who quantified TILS/hpf. Sufficient tissue for macrodissection and measurement of TCR abundance and clonality using the immunoSEQ assay (Adaptive Biotechnologies) was available and completed for 2,750 cases. Logistic regression, negative binomial regression and linear regression models were used to evaluate potential associations between clinical and epidemiologic variables for: TILS/hpf, TCR abundance, and T-cell clonality. The stage distribution was representative of cancer incidence in the population, and the MSI-H phenotype was observed in 14.2% of cases. Clinical, pathologic, and epidemiologic variables including aspirin, alcohol, diet, hormone use, physical activity, smoking, and statins were assessed in relation to immune measures. Among other findings, & gt;5 years of statins (p & lt;0.001) and daily aspirin (p=0.037) were each strongly associated with T-cell clonality. Our study suggests that important parameters of the adaptive immune response may be mediated by modifiable factors. Mechanisms regulating immune responses in CRC may have implications for chemoprevention as well as immunotherapy. Citation Format: Stephen B. Gruber, Joseph D. Bonner, Sidney S. Lindsey, Ya-Yu Tsai, Rebeca Sanz-Pamplona, M. Henar Alonso, Marilena Melas, Hedy S. Rennert, Kevin J. McDonnell, Gregory E. Idos, Christopher P. Walker, W. Martin Kast, Diane Da Silva, Harlan S. Robins, Joel K. Greenson, Victor Moreno, Stephanie L. Schmit, Gad Rennert. Clinical and epidemiologic predictors of clonal immune responses in colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2737.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2021
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