ArticleLaboratory investigation; a journal of technical methods and pathology2016
Intra-tumor genetic heterogeneity in rectal cancer.
Article in Laboratory investigation; a journal of technical methods and pathology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 51 papers.
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Who cites it
51 citing papers in PubMed, 66 citations in OpenAlex.
- Multiregion ultra-deep sequencing reveals early intermixing and variable levels of intratumoral heterogeneity in colorectal cancer.Molecular oncology · 2017Trial
- Impact of Surgical Approach, Patient Risk Factors, and Diverting Ileostomy on Anastomotic Leakage and Outcomes After Rectal Cancer Resection: A 5-Year Single-Center Study.Medicina (Kaunas, Lithuania) · 2025Article
- Sub-region based histogram analysis of amide proton transfer-weighted MRI for predicting tumor budding grade in rectal adenocarcinoma: a prospective study.European radiology · 2025Article
- Preoperative prediction of perineural invasion of rectal cancer based on a magnetic resonance imaging radiomics model: A dual-center study.World journal of gastroenterology · 2024Article
- Evaluating complete response prediction rates in locally advanced rectal cancer with different radiomics segmentation approaches.Pathology oncology research : POR · 2024Article
- Prognostic and Predictive Biomarkers in Patients with Locally Advanced Rectal Cancer (LARC) Treated with Preoperative Chemoradiotherapy.Journal of clinical medicine · 2022 · on this mapArticle
- MRI radiomics independent of clinical baseline characteristics and neoadjuvant treatment modalities predicts response to neoadjuvant therapy in rectal cancer.British journal of cancer · 2022Article
- Review
- Assessing tumor heterogeneity: integrating tissue and circulating tumor DNA (ctDNA) analysis in the era of immuno-oncology - blood TMB is not the same as tissue TMB.Journal for immunotherapy of cancer · 2021Review
- Article
- Preoperative prediction of perineural invasion with multi-modality radiomics in rectal cancer.Scientific reports · 2021Article
- HERVs establish a distinct molecular subtype in stage II/III colorectal cancer with poor outcome.NPJ genomic medicine · 2021Article
- Article
- Evolution of Lung Cancer in the Context of Immunotherapy.Clinical Medicine Insights. Oncology · 2020Review
- Preoperative Fibrinogen-Albumin Ratio Index (FARI) is a Reliable Prognosis and Chemoradiotherapy Sensitivity Predictor in Locally Advanced Rectal Cancer Patients Undergoing Radical Surgery Following Neoadjuvant Chemoradiotherapy.Cancer management and research · 2020Article
- Rectal cancer sub-clones respond differentially to neoadjuvant therapy.Neoplasia (New York, N.Y.) · 2019Article
- Cytolytic activity correlates with the mutational burden and deregulated expression of immune checkpoints in colorectal cancer.Journal of experimental & clinical cancer research : CR · 2019Article
- Bispecific T-Cell Redirection versus Chimeric Antigen Receptor (CAR)-T Cells as Approaches to Kill Cancer Cells.Antibodies (Basel, Switzerland) · 2019Review
- Tumor Heterogeneity as a Predictor of Response to Neoadjuvant Chemotherapy in Locally Advanced Rectal Cancer.Clinical colorectal cancer · 2019Article
- Phase I study of preoperative chemoradiotherapy with sequential oxaliplatin and irinotecan with S-1 for locally advanced rectal cancer.Oncology letters · 2019Article
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12 authors at 1 institution in 1 country.
Funding
Abstract
Colorectal cancer arises in part from the cumulative effects of multiple gene lesions. Recent studies in selected cancer types have revealed significant intra-tumor genetic heterogeneity and highlighted its potential role in disease progression and resistance to therapy. We hypothesized the existence of significant intra-tumor genetic heterogeneity in rectal cancers involving variations in localized somatic mutations and copy number abnormalities. Two or three spatially disparate regions from each of six rectal tumors were dissected and subjected to the next-generation whole-exome DNA sequencing, Oncoscan SNP arrays, and targeted confirmatory sequencing and analysis. The resulting data were integrated to define subclones using SciClone. Mutant-allele tumor heterogeneity (MATH) scores, mutant allele frequency correlation, and mutation percent concordance were calculated, and copy number analysis including measurement of correlation between samples was performed. Somatic mutations profiles in individual cancers were similar to prior studies, with some variants found in previously reported significantly mutated genes and many patient-specific mutations in each tumor. Significant intra-tumor heterogeneity was identified in the spatially disparate regions of individual cancers. All tumors had some heterogeneity but the degree of heterogeneity was quite variable in the samples studied. We found that 67-97% of exonic somatic mutations were shared among all regions of an individual's tumor. The SciClone computational method identified 2-8 shared and unshared subclones in the spatially disparate areas in each tumor. MATH scores ranged from 7 to 41. Allele frequency correlation scores ranged from R(2)=0.69-0.96. Measurements of correlation between samples for copy number changes varied from R(2)=0.74-0.93. All tumors had some heterogeneity, but the degree was highly variable in the samples studied. The occurrence of significant intra-tumor heterogeneity may allow selected tumors to have a genetic reservoir to draw from in their evolutionary response to therapy and other challenges.
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