scholarly journals Intra-Tumor Heterogeneity of Colorectal Cancer Necessitates the Multi-Regional Sequencing for Comprehensive Mutational Profiling

2021 ◽  
Vol Volume 13 ◽  
pp. 9209-9223
Author(s):  
Shaohua Guo ◽  
Yumeng Ye ◽  
Xinyi Liu ◽  
Yuan Gong ◽  
Mingyan Xu ◽  
...  

2021 ◽  
Vol 6 (1) ◽  
Author(s):  
Peter W. Eide ◽  
Seyed H. Moosavi ◽  
Ina A. Eilertsen ◽  
Tuva H. Brunsell ◽  
Jonas Langerud ◽  
...  

AbstractGene expression-based subtypes of colorectal cancer have clinical relevance, but the representativeness of primary tumors and the consensus molecular subtypes (CMS) for metastatic cancers is not well known. We investigated the metastatic heterogeneity of CMS. The best approach to subtype translation was delineated by comparisons of transcriptomic profiles from 317 primary tumors and 295 liver metastases, including multi-metastatic samples from 45 patients and 14 primary-metastasis sets. Associations were validated in an external data set (n = 618). Projection of metastases onto principal components of primary tumors showed that metastases were depleted of CMS1-immune/CMS3-metabolic signals, enriched for CMS4-mesenchymal/stromal signals, and heavily influenced by the microenvironment. The tailored CMS classifier (available in an updated version of the R package CMScaller) therefore implemented an approach to regress out the liver tissue background. The majority of classified metastases were either CMS2 or CMS4. Nonetheless, subtype switching and inter-metastatic CMS heterogeneity were frequent and increased with sampling intensity. Poor-prognostic value of CMS1/3 metastases was consistent in the context of intra-patient tumor heterogeneity.



2017 ◽  
Vol 71 (6) ◽  
pp. 1008-1011 ◽  
Author(s):  
Francesca Galuppini ◽  
Gianmaria Pennelli ◽  
Fotios Loupakis ◽  
Cristiano Lanza ◽  
Luca Vianello ◽  
...  




2020 ◽  
Vol 22 (3) ◽  
Author(s):  
Diego Vera-Yunca ◽  
Pascal Girard ◽  
Zinnia P. Parra-Guillen ◽  
Alain Munafo ◽  
Iñaki F. Trocóniz ◽  
...  






2017 ◽  
Vol 23 (23) ◽  
pp. 7209-7216 ◽  
Author(s):  
Je-Gun Joung ◽  
Bo Young Oh ◽  
Hye Kyung Hong ◽  
Hisham Al-Khalidi ◽  
Faisal Al-Alem ◽  
...  


2015 ◽  
Vol 40 (7) ◽  
pp. 2331-2337 ◽  
Author(s):  
Meghan G. Lubner ◽  
Nicholas Stabo ◽  
Sam J. Lubner ◽  
Alejandro Munoz del Rio ◽  
Chihwa Song ◽  
...  


2021 ◽  
Vol 16 (1) ◽  
Author(s):  
Yiyu Lu ◽  
Chungen Zhou ◽  
Meidong Zhu ◽  
Zhiliang Fu ◽  
Yong Shi ◽  
...  

Abstract Background Colorectal cancer (CRC) is one of the common gastrointestinal malignancies, tumor heterogeneity is the main cause of refractory CRC. Syndrome differentiation is the premise of individualized treatment of traditional Chinese medicine (TCM), but TCM syndrome lacks objective identification in CRC. This study is to investigate the correlation and significance of tumor heterogeneity and TCM syndromes classification in CRC. Methods In this study, we using scRNA-seq technology, investigate the significance of tumor heterogeneity in TCM syndromes classification on CRC. Results The results showed that 662 cells isolated from 11 primary CRC tumors are divided into 14 different cell clusters, and each cell subtype and its genes have different functions and signal transduction pathways, indicating significant heterogeneity. CRC tumor cell clusters have different proportions in Excess, Deficiency and Deficiency-Excess syndromes, and have their own characteristic genes, gene co-expression networks, gene functional interpretations as well as monocle functional evolution. Moreover, there were significant differences between the high expressions of MUC2, REG4, COL1A2, POSTN, SDPR, GPX1, ELF3, KRT8, KRT18, KRT19, FN1, SERPINE1, TCF4 and ZEB1 genes in Excess and Deficiency syndrome classification in CRC (P < 0.01). Conclusions The Excess and Deficiency syndromes classification may be related to tumor heterogeneity and its microenvironment in CRC.



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