scholarly journals Spatiotemporal Response Heterogeneity Across Metastatic Lesions Informs Drug Efficacy and Patient Survival in Colorectal Cancer

Author(s):  
Jiawei Zhou ◽  
Quefeng Li ◽  
Yanguang Cao

AbstractThe sum of target lesions is routinely used to evaluate patient objective responses to treatment in the RECIST criteria, but it neglects the response heterogeneity across metastases. This study argues that the spatiotemporal response heterogeneity across metastases informs drug efficacy and patient survival. We analyzed the longitudinal data of 11,404 metastatic lesions in 2,802 colorectal cancer patients and examined their response heterogeneity. The response dynamics of metastatic lesions varied broadly across anatomical locations and therapies. High inter-lesion heterogeneity is associated with worse survival (p < 0.001), while targeted therapies (bevacizumab or panitumumab) reduced the inter-lesion heterogeneity (p < 0.05) and elicited more favorable effects on liver lesions (p < 0.001) than chemotherapy alone. The responses of liver lesions predicted patient survival more significantly than the lesions in the lungs and lymph nodes. Altogether, the high spatiotemporal heterogeneity across metastases should be integrated into current methods for treatment evaluation and patient prognosis.SignificanceThe spatiotemporal heterogeneity across metastases in response to first-line therapies in colorectal cancer is informative for drug efficacy and patient survival, particularly in targeted therapy. Our findings provide evidence to support the inclusion of individual lesion response in the RECIST to improve the assessment of drug efficacy and patient survival.

2019 ◽  
Vol 121 (4) ◽  
pp. 344-350 ◽  
Author(s):  
Michal Kroupa ◽  
Sivarama Krishna Rachakonda ◽  
Vaclav Liska ◽  
Nalini Srinivas ◽  
Marketa Urbanova ◽  
...  

2007 ◽  
Vol 25 (18_suppl) ◽  
pp. 14511-14511 ◽  
Author(s):  
S. Hazama ◽  
H. Koudo ◽  
S. Yoshida ◽  
R. Shimizu ◽  
H. Ozasa ◽  
...  

14511 Background: We have presented at 2006 ASCO annual meeting about a genetic UGT1A1 polymorphism oriented phase (P) I study of Irinotecan and 5’-DFUR for metastatic colorectal cancer (MCRC) to determine the maximum tolerated dose (MTD) and the recommend doses (RD) for each UGT1A1 *1/*1 and *1/*28 genotypes. The RD of biweekly Irinotecan administration was 150 mg/m2 for patients (pts) with wild *1/*1 genotype and 70 mg/m2 of Irinotecan for mutated *1/*28. Now we are carrying out a *28 oriented P II study based on this RD. Here we report the profiles of toxicities in the P II study of irinotecan and 5’-DFUR to analyze other kinds of UGT1As polymorphisms in relation to irinotecan toxicities. Patients & Methods: Eligibility criteria were as follows; histologically proven CRC with unresectable metastatic lesions, PS 0–1, age<76, adequate organ functions, and written informed consent. Twenty one pts with wild type genotype and 9 pts with mutated genotype were enrolled. Irinotecan was infused 150 mg/m2 for pts with *1/*1 genotype and 70 mg/m2 for *1/*28. Hematological and non-hematological toxicities were graded, and UGT1As polymorphisms (UGT1A1*6 and *7, UGT1A7*1*2*3*4, UGT1A9*22) were analyzed. Results: Grade (G)3 & 4 toxicities were observed in 6 of 22 (27%) wild type pts and in 3 of 9 (33%) mutated pts, and in 9 of 31 (29%) all pts. There was no significant difference on the profiles of toxicities between the pts with wild genotype and mutated genotype, irrespective of the difference of the quantity of irinotecan. So, the RD was thought to be adequate. In pts with UGT1A1*6 allele, G3 & 4 toxicities were observed 6/11 (55%), on the other hand 3/20 (15%) in pts without *6 allele (p=0.038). G3 & 4 toxicities were also more frequent in pts with UGT1A7*3 alleles than pts without *3 allele (p<0.10). Conclusions: The profiles of toxicities of pts with *1/*1 or *1/*28 genotypes were similar irrespective of the difference of the quantity of irinotecan. The result indicated that the RD of latest PI for each group was adequate, and this P II study is suitable to analyze other kinds of polymorphisms that have correlation to irinotecan toxicities. UGT1A1*6 and UGT1A7*3 allele will be a novel predictor for toxicity of irinotecan. No significant financial relationships to disclose.


2014 ◽  
Vol 29 (1) ◽  
pp. e40-e48 ◽  
Author(s):  
Yunxiang Zhu ◽  
Wentao Tang ◽  
Yun Liu ◽  
Guanghui Wang ◽  
Zhonglin Liang ◽  
...  

Colorectal cancer is one of the most common malignant cancers, with bad prognosis when distal metastasis occurs. The current study aimed to investigate the potential value of using CCX-CKR expression for the prognosis of colorectal cancer patients. The results showed that CCX-CKR expression was a negative predictor of cancer metastasis, and that it was positively correlated to the patients’ survival rate. Finally, we found that CCX-CKR expression in vitro could modulate cellular migration and invasion abilities, potentially via the regulation of other chemotactic factors/receptors.


Cancers ◽  
2021 ◽  
Vol 13 (21) ◽  
pp. 5547
Author(s):  
Carolina de la Pinta ◽  
María E. Castillo ◽  
Manuel Collado ◽  
Cristina Galindo-Pumariño ◽  
Cristina Peña

Radiomics is a developing new discipline that analyzes conventional medical images to extract quantifiable data that can be mined for new biomarkers that show the biology of pathological processes at microscopic levels. These data can be converted into image-based signatures to improve diagnostic, prognostic and predictive accuracy in cancer patients. The combination of radiomics and molecular data, called radiogenomics, has clear implications for cancer patients’ management. Though some studies have focused on radiogenomics signatures in hepatocellular carcinoma patients, only a few have examined colorectal cancer metastatic lesions in the liver. Moreover, the need to differentiate between liver lesions is fundamental for accurate diagnosis and treatment. In this review, we summarize the knowledge gained from radiomics and radiogenomics studies in hepatic metastatic colorectal cancer patients and their use in early diagnosis, response assessment and treatment decisions. We also investigate their value as possible prognostic biomarkers. In addition, the great potential of image mining to provide a comprehensive view of liver niche formation is examined thoroughly. Finally, new challenges and current limitations for the early detection of the liver premetastatic niche, based on radiomics and radiogenomics, are also discussed.


2015 ◽  
Vol 30 (1) ◽  
pp. 88-95 ◽  
Author(s):  
Chia-Chu Chang ◽  
Hung-Hsin Lin ◽  
Jen-Kou Lin ◽  
Chun-Chi Lin ◽  
Yuan-Tzu Lan ◽  
...  

Purpose This study aimed to determine the prognostic value of mutations in the tumor suppressor gene FBXW7 for clinical outcomes in colorectal cancer (CRC). Methods Between January 2000 and December 2009, FBXW7 mutations in tumor tissues from 1,519 CRC patients at Taipei Veterans General Hospital were assessed using a MassArray system. We compared the clinicopathological variables and prognosis between the wild-type and mutant tumor tissue groups. Results FBXW7 mutations were present in 114/1,519 CRC patients (7.5%). In stage I/II CRC patients, mutant FBXW7 was more common than wild-type FBXW7 (62.3% vs. 50.8%). CRC patients with FBXW7 mutations did not differ significantly in their 5-year overall survival (OS). Stage I/II CRC patients with FBXW7 mutations had lower OS, but this difference was not significant (71.6% vs. 78.2%). Among FBXW7 tumors, S582L was the most frequent mutation type (19.3%), followed by R465H (16.6%), R505C (14.9%) and R479Q (14.9%). Subgroup analysis of FBXW7 mutants showed that R465H/R465C/R479Q had better 5-year OS than other mutant types (76.9% vs. 56.0%; p=0.012). Conclusions There was no strong association between patient prognosis and FBXW7 mutations in our large-scale study.


2019 ◽  
Vol 11 (513) ◽  
pp. eaay2574 ◽  
Author(s):  
Salo N. Ooft ◽  
Fleur Weeber ◽  
Krijn K. Dijkstra ◽  
Chelsea M. McLean ◽  
Sovann Kaing ◽  
...  

There is a clear and unmet clinical need for biomarkers to predict responsiveness to chemotherapy for cancer. We developed an in vitro test based on patient-derived tumor organoids (PDOs) from metastatic lesions to identify nonresponders to standard-of-care chemotherapy in colorectal cancer (CRC). In a prospective clinical study, we show the feasibility of generating and testing PDOs for evaluation of sensitivity to chemotherapy. Our PDO test predicted response of the biopsied lesion in more than 80% of patients treated with irinotecan-based therapies without misclassifying patients who would have benefited from treatment. This correlation was specific to irinotecan-based chemotherapy, however, and the PDOs failed to predict outcome for treatment with 5-fluorouracil plus oxaliplatin. Our data suggest that PDOs could be used to prevent cancer patients from undergoing ineffective irinotecan-based chemotherapy.


Oncotarget ◽  
2016 ◽  
Vol 7 (15) ◽  
pp. 21034-21045 ◽  
Author(s):  
Qiong Yang ◽  
Fangxin Liao ◽  
Yuanyuan Huang ◽  
Chang Jiang ◽  
Shousheng Liu ◽  
...  

Neoplasia ◽  
2007 ◽  
Vol 9 (9) ◽  
pp. 716-722 ◽  
Author(s):  
Christoph Röcken ◽  
Konrad Neumann ◽  
Stacy Carl-McGrath ◽  
Hermann Lage ◽  
Matthias P.A. Ebert ◽  
...  

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