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  • 1
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 79, No. 13_Supplement ( 2019-07-01), p. 2685-2685
    Abstract: Colorectal cancer (CRC) is one of the most common cancers in United States and many countries in the world. There is an urgent need to better understand its etiology and identify novel biomarkers to facilitate the early detection of CRC. Previous studies either lacked sufficient power to identify novel biomarkers or provided inconsistent results. In the current study, we attempted to uncover novel protein biomarkers for CRC through an integrated analysis of genomics and proteomics data. We first constructed study instruments using genetic variants identified from a large-scale protein quantitative trait loci (pQTL) analysis for over 1,400 circulating proteins. We used beta coefficients and standard errors for these pQTL variants from two large consortia of European-ancestry populations, the Colorectal Transdisciplinary (CORECT) Study (11,895 cases and 14,659 controls) and the Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO) (22,974 cases and 14,392 controls) for association analyses for genetically predicted protein levels with CRC risk using an inverse-variance weighted method. The genetically predicted levels of six proteins were associated with CRC risk after accounting for multiple comparisons (Benjamini-Hochberg FDR & lt; 0.05). Among them, genetically predicted levels of VCAM-1, MIP-3b and LPH were inversely associated with CRC risk (VCAM-1: odds ratio [OR] per unit of increase = 0.65, Pmeta = 6.2 ×10-11; MIP-3b: OR = 0.68, Pmeta = 5.5×10-7; LPH: OR = 0.93, Pmeta = 8.0×10-5), while BMP-6, CRDL2 and laminin were positively associated (BMP-6: OR = 1.57, Pmeta = 3.0 ×10-9; CRDL2: OR = 1.36, Pmeta = 3.0 ×10-9; laminin: OR = 1.13, Pmeta = 6.7 ×10-5). Except for VCAM-1 (rs3184504, 12q24.12-SH2B3), other associations are not accounted for by any known CRC susceptibility variants. We observed a possible biological link connecting the genetic variants of LAMC1, LAMC1 expression, and laminin concentrations to CRC risk. Our study identifies potential novel biomarkers for CRC risk and provides novel insight into the disease etiology. Citation Format: Xiang Shu, Xiao-ou Shu, Jirong Long, Qiuyin Cai, Conghui Qu, Stephanie L. Schmit, Chenxu Qu, Sonja I. Berndt, Peter T. Campbell, Andrew T. Chan, Graham G. Giles, Andrea Gsur, Michael Hoffmeister, Mark A. Jenkins, Sanford D. Markowitz, Li Li, Gad Rennert, Kenneth Offit, David Conti, Annika Lindblom, Graham Casey, Stephen B. Gruber, Ulrike Peters, Wei Zheng. Identification of circulating protein biomarkers for colorectal cancer risk: A genetic instrument analysis [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 2685.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2019
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  • 2
    In: JNCI: Journal of the National Cancer Institute, Oxford University Press (OUP), Vol. 111, No. 2 ( 2019-02-01), p. 146-157
    Abstract: Previous genome-wide association studies (GWAS) have identified 42 loci (P 〈 5 × 10−8) associated with risk of colorectal cancer (CRC). Expanded consortium efforts facilitating the discovery of additional susceptibility loci may capture unexplained familial risk. Methods We conducted a GWAS in European descent CRC cases and control subjects using a discovery–replication design, followed by examination of novel findings in a multiethnic sample (cumulative n = 163 315). In the discovery stage (36 948 case subjects/30 864 control subjects), we identified genetic variants with a minor allele frequency of 1% or greater associated with risk of CRC using logistic regression followed by a fixed-effects inverse variance weighted meta-analysis. All novel independent variants reaching genome-wide statistical significance (two-sided P 〈 5 × 10−8) were tested for replication in separate European ancestry samples (12 952 case subjects/48 383 control subjects). Next, we examined the generalizability of discovered variants in East Asians, African Americans, and Hispanics (12 085 case subjects/22 083 control subjects). Finally, we examined the contributions of novel risk variants to familial relative risk and examined the prediction capabilities of a polygenic risk score. All statistical tests were two-sided. Results The discovery GWAS identified 11 variants associated with CRC at P 〈 5 × 10−8, of which nine (at 4q22.2/5p15.33/5p13.1/6p21.31/6p12.1/10q11.23/12q24.21/16q24.1/20q13.13) independently replicated at a P value of less than .05. Multiethnic follow-up supported the generalizability of discovery findings. These results demonstrated a 14.7% increase in familial relative risk explained by common risk alleles from 10.3% (95% confidence interval [CI] = 7.9% to 13.7%; known variants) to 11.9% (95% CI = 9.2% to 15.5%; known and novel variants). A polygenic risk score identified 4.3% of the population at an odds ratio for developing CRC of at least 2.0. Conclusions This study provides insight into the architecture of common genetic variation contributing to CRC etiology and improves risk prediction for individualized screening.
    Type of Medium: Online Resource
    ISSN: 0027-8874 , 1460-2105
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    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2019
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  • 3
    In: Nature Genetics, Springer Science and Business Media LLC, Vol. 55, No. 3 ( 2023-03), p. 519-520
    Type of Medium: Online Resource
    ISSN: 1061-4036 , 1546-1718
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    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2023
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  • 4
    In: Nature Genetics, Springer Science and Business Media LLC, Vol. 55, No. 1 ( 2023-01), p. 89-99
    Type of Medium: Online Resource
    ISSN: 1061-4036 , 1546-1718
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    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2023
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  • 5
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 36, No. 15_suppl ( 2018-05-20), p. 3575-3575
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2018
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  • 6
    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:
    RVK:
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2019
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  • 7
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 77, No. 13_Supplement ( 2017-07-01), p. 491-491
    Abstract: Palindromic AT-Rich Repeat (PATRR) - mediated translocations entail exchange across chromosomes at sites enriched in palindromic repeats of the nucleotides adenine (A) and thymine (T). Their precise embryologic origin and associated pathobiology with clear cell renal cell carcinoma (ccRCC) remain incompletely described. In the present study we document an individual with familial non-VHL ccRCC (7 primary renal tumors) who harbors a germline de novo PATRR mediated balanced translocation involving chromosomes 3 and 8 [t(3;8)] validated by spectral karyotyping (SKY). Using translocation specific PCR and DNA sequencing we determined the chromosome 3 breakpoint to be located in an AT-rich palindromic sequence in the third intron of the FHIT gene (chr3p14.2) and the chromosome 8 breakpoint in the first intron of the TRC8 gene (chr8q24.1). Genotyping analysis, using a high density custom exomechip array by Illumina, revealed a loss of the entire aberrant chromosome 8 carrying the 3p segment [der(8)] in all renal tumors tested. We also determined that the [46, XY, t(3;8), (p14.2, q24.1)] translocation was paternally derived by performing a genotypic assessment of the regions that differ between the parental alleles and then establishing which haplotypes are associated with the translocation. The somatic mutational landscape was assessed by Whole Exome sequencing of the renal tumors and the proband’s germline DNA. No germline or somatic deleterious mutations were detected in VHL gene suggesting that the ccRCC phenotype is not associated with Von Hippel-Lindau disease. Furthermore, we measured the transcriptomic profiles of the renal tumors and matched normal tissues employing barcoded probe hybridization technology (NanoString) and RNASeq to fully characterize differential gene expression and define gene ontology networks that are dysregulated. Most significantly, no difference in expression of the VHL gene was detected between tumors and normal counterparts. Aberrant regulation was detected in members of WNT signaling pathway, TGF-beta and MAPK pathways, in addition to NOTCH signaling pathway genes and members of the VEGF family. In summary, in this study we employed advanced genomic and transcriptomic techniques, to delineate the embryologic origin and deleterious biological consequences of the PATRR-mediated t(3;8) balanced translocation associated with clear cell renal cell carcinoma. Citation Format: Marilena Melas, Kevin J. McDonnell, Christopher K. Edlund, Sarah J. Tash, Duveen Y. Sturgeon, Chenxu Qu, Charalampos Lazaris, Peter J. Gruber, Thomas W. Glover, Beverly S. Emanuel, Stephen B. Gruber. Elucidating de novo PATRR-mediated t(3;8) balanced translocation and clear cell renal cell carcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 491. doi:10.1158/1538-7445.AM2017-491
    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: 2017
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    detail.hit.zdb_id: 1432-1
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  • 8
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 35, No. 15_suppl ( 2017-05-20), p. e15133-e15133
    Abstract: e15133 Background: Tumor infiltrating lymphocytes (TILs) and Crohn’s-like Lymphoid Reaction (CLR) are independently associated with improved survival in colorectal cancer (CRC). Whereas TILs are localized within tumors, CLR are extra-tumoral lymphocytic aggregates. The origins and relationships of the T-cell repertoire of TILs and the T cells within CLR of the colorectal cancer tumor microenvironment are unknown. Methods: Expert pathology review identified and circled areas of invasive adenocarcinoma and areas containing CLR from 13 CRC patients for macrodissection from formalin fixed paraffin embedded (FFPE) slides. DNA was extracted from matched tumor and CLR areas for multiplex PCR sequencing of the CDR3 region of the T-cell receptor beta chain (TCRβ), using the immunoSEQ platform. This approach permits 1) estimating the T-cell content of each sample, 2) measuring the clonality of the T-cell repertoire as a measure of diversity, and 3) quantifying the overlap and similarity of T-cell repertoires across samples. Results: The T-cell content (Spearman’s r s = 0.56, p = 0.046) and clonality (Spearman’s r s = 0.66, p = 0.014) were highly correlated among matched tumor and CLR samples. The ten most frequently identified TIL clones were found at similar frequencies in matched CLR enriched tissues. Comparisons of all the clones detected in tumor and matched CLR tissue demonstrated substantial similarity of these immune repertoires, with an average of 186 shared clones between samples. This degree of similarity was significantly greater than published reports of the similarity of the T-cell repertoire of colorectal tumors and adjacent normal tissue (p = 1.1e-5). Conclusions: The T-cell repertoire of CLR is highly similar to the tumor infiltrating T-cell repertoire, providing supporting evidence for the hypothesis that tumor-specific antigen presentation and lymphocyte maturation occur within CLR.
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2017
    detail.hit.zdb_id: 2005181-5
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