4.7 Article

Copy-number intratumor heterogeneity increases the risk of relapse in chemotherapy-naive stage II colon cancer

期刊

JOURNAL OF PATHOLOGY
卷 257, 期 1, 页码 68-81

出版社

WILEY
DOI: 10.1002/path.5870

关键词

stage II colon cancer; cancer genomics; copy-number alterations; mutational profiling; intratumor heterogeneity; machine learning

资金

  1. Xarxa de Bancs de Tumors de Catalunya - Pla Director d'Oncologia de Catalunya (XBTC)
  2. European Regional Development Fund (ERDF) [CPII18/00026, PI17/01304, PI20/00863, FI18/00221]
  3. Instituto de Salud Carlos III
  4. Agencia de Gestio d'Ajuts Universitaris i de Recerca
  5. Fundacion Cientifica de la Asociacion Espanola Contra el Cancer [GCB13131592CAST]
  6. COST (European Cooperation in Science and Technology) [CA17118]
  7. Generalitat de Catalunya [2017 SGR 1035]

向作者/读者索取更多资源

This study investigated the prognostic value of genomic intratumor heterogeneity and aneuploidy for disease recurrence in stage II colon cancer patients. The results showed that high copy-number alteration load was associated with an elevated risk of recurrence, and specific chromosome aberrations were also correlated with recurrence. The machine learning model performed well in predicting individual relapse risk.
Optimal selection of high-risk patients with stage II colon cancer is crucial to ensure clinical benefit of adjuvant chemotherapy. Here, we investigated the prognostic value of genomic intratumor heterogeneity and aneuploidy for disease recurrence. We combined targeted sequencing, SNP arrays, fluorescence in situ hybridization, and immunohistochemistry on a retrospective cohort of 84 untreated stage II colon cancer patients. We assessed the clonality of copy-number alterations (CNAs) and mutations, CD8(+) lymphocyte infiltration, and their association with time to recurrence. Prognostic factors were included in machine learning analysis to evaluate their ability to predict individual relapse risk. Tumors from recurrent patients displayed a greater proportion of CNAs compared with non-recurrent (mean 31.3% versus 23%, respectively; p = 0.014). Furthermore, patients with elevated tumor CNA load exhibited a higher risk of recurrence compared with those with low levels [p = 0.038; hazard ratio (HR) 2.46], which was confirmed in an independent cohort (p = 0.004; HR 3.82). Candidate chromosome-specific aberrations frequently observed in recurrent cases included gain of the chromosome arm 13q (p = 0.02; HR 2.67) and loss of heterozygosity at 17q22-q24.3 (p = 0.05; HR 2.69). CNA load positively correlated with intratumor heterogeneity (R = 0.52; p < 0.0001). Consistently, incremental subclonal CNAs were associated with an elevated risk of relapse (p = 0.028; HR 2.20), which we did not observe for subclonal single-nucleotide variants and small insertions and deletions. The clinico-genomic model rated an area under the curve of 0.83, achieving a 10% incremental gain compared with clinicopathological markers (p = 0.047). In conclusion, tumor aneuploidy and copy-number intratumor heterogeneity were predictive of poor outcome and improved discriminative performance in early-stage colon cancer. (c) 2022 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.

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