Literature DB >> 33589516

Spatiotemporal Heterogeneity across Metastases and Organ-Specific Response Informs Drug Efficacy and Patient Survival in Colorectal Cancer.

Jiawei Zhou1, Quefeng Li2, Yanguang Cao3,4.   

Abstract

The sum of target lesions is routinely used to evaluate patient objective responses to treatment in the RECIST criteria, but it fails to address response heterogeneity across metastases. This study argues that spatiotemporal heterogeneity across metastases and organ-specific response is informative for drug efficacy and patient survival. We analyzed the longitudinal data of 11,404 metastatic lesions in 2,802 colorectal cancer patients from five phase III clinical trials. Initially, a metric Gower distance was applied to quantify response heterogeneity across metastases. Next, the spatiotemporal response heterogeneity across anatomic sites, therapies, and KRAS mutation status was assessed and examined for its association with drug efficacy and long-term patient survival. The response of metastatic lesions broadly differed across anatomic sites and therapies. About 60% of patients had at least one lesion respond contrarily from total tumor size. High interlesion heterogeneity was associated with shorter progression-free survival and overall survival. Targeted therapies (bevacizumab or panitumumab) combined with standard chemotherapy reduced interlesion heterogeneity and elicited more favorable effects from liver lesions (P < 0.001) than chemotherapy alone. Moreover, the favorable responses in liver metastases (> 30% shrinkage) were associated with extended patient overall survival (P < 0.001), in contrast to lesions in the lungs and lymph nodes. Altogether, the spatiotemporal response heterogeneity across metastases informed drug efficacy and patient survival, which could improve the current methods for treatment evaluation and patient prognosis. SIGNIFICANCE: These findings support the modification of RECIST criteria to include individual lesion response to improve assessments of drug efficacy. ©2021 American Association for Cancer Research.

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Year:  2021        PMID: 33589516      PMCID: PMC8137573          DOI: 10.1158/0008-5472.CAN-20-3665

Source DB:  PubMed          Journal:  Cancer Res        ISSN: 0008-5472            Impact factor:   13.312


  43 in total

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Journal:  Cell       Date:  2018-10-11       Impact factor: 41.582

3.  Hypoxia in relation to vasculature and proliferation in liver metastases in patients with colorectal cancer.

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4.  Epidemiology and management of liver metastases from colorectal cancer.

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5.  Targeted therapies in metastatic colorectal cancer: a systematic review and assessment of currently available data.

Authors:  Martha M Kirstein; Ansgar Lange; Anne Prenzler; Michael P Manns; Stefan Kubicka; Arndt Vogel
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Review 7.  Management of colorectal cancer presenting with synchronous liver metastases.

Authors:  Ajith K Siriwardena; James M Mason; Saifee Mullamitha; Helen C Hancock; Santhalingam Jegatheeswaran
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8.  Radiologic and Genomic Evolution of Individual Metastases during HER2 Blockade in Colorectal Cancer.

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Journal:  Cancer Cell       Date:  2018-07-09       Impact factor: 31.743

Review 9.  Liver-Mediated Adaptive Immune Tolerance.

Authors:  Meijuan Zheng; Zhigang Tian
Journal:  Front Immunol       Date:  2019-11-05       Impact factor: 7.561

10.  Machine Learning Analysis of Individual Tumor Lesions in Four Metastatic Colorectal Cancer Clinical Studies: Linking Tumor Heterogeneity to Overall Survival.

Authors:  Diego Vera-Yunca; Pascal Girard; Zinnia P Parra-Guillen; Alain Munafo; Iñaki F Trocóniz; Nadia Terranova
Journal:  AAPS J       Date:  2020-03-16       Impact factor: 4.009

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2.  Twenty Years On: RECIST as a Biomarker of Response in Solid Tumours an EORTC Imaging Group - ESOI Joint Paper.

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Journal:  Front Oncol       Date:  2022-01-10       Impact factor: 6.244

3.  The impact of the spatial heterogeneity of resistant cells and fibroblasts on treatment response.

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Journal:  PLoS Comput Biol       Date:  2022-03-09       Impact factor: 4.475

4.  Delta-Radiomics Predicts Response to First-Line Oxaliplatin-Based Chemotherapy in Colorectal Cancer Patients with Liver Metastases.

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Journal:  Cancers (Basel)       Date:  2022-01-04       Impact factor: 6.639

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