Literature DB >> 30440885

Single-Cell Transcriptomics Reveals Heterogeneity and Drug Response of Human Colorectal Cancer Organoids.

Kai-Yuan Chen, Tara Srinivasan, Christopher Lin, Kuei-Ling Tung, Ziyang Gao, David S Hsu, Steven M Lipkin, Xiling Shen.   

Abstract

Organoids are three-dimensional cell cultures that mimic organ functions and structures. The organoid model has been developed as a versatile in vitro platform for stem cell biology and diseases modeling. Tumor organoids are shown to share ~ 90% of genetic mutations with biopsies from same patients. However, it's not clear whether tumor organoids recapitulate the cellular heterogeneity observed in patient tumors. Here, we used single-cell RNA-Seq to investigate the transcriptomics of tumor organoids derived from human colorectal tumors, and applied machine learning methods to unbiasedly cluster subtypes in tumor organoids. Computational analysis reveals cancer heterogeneity sustained in tumor organoids, and the subtypes in organoids displayed high diversity. Furthermore, we treated the tumor organoids with a first-line cancer drug, Oxaliplatin, and investigated drug response in single-cell scale. Diversity of tumor cell populations in organoids were significantly perturbed by drug treatment. Single-cell analysis detected the depletion of chemosensitive subgroups and emergence of new drug tolerant subgroups after drug treatment. Our study suggests that the organoid model is capable of recapitulating clinical heterogeneity and its evolution in response to chemotherapy.

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Year:  2018        PMID: 30440885      PMCID: PMC6317967          DOI: 10.1109/EMBC.2018.8512784

Source DB:  PubMed          Journal:  Annu Int Conf IEEE Eng Med Biol Soc        ISSN: 2375-7477


  26 in total

1.  KEGG: kyoto encyclopedia of genes and genomes.

Authors:  M Kanehisa; S Goto
Journal:  Nucleic Acids Res       Date:  2000-01-01       Impact factor: 16.971

2.  Single Lgr5 stem cells build crypt-villus structures in vitro without a mesenchymal niche.

Authors:  Toshiro Sato; Robert G Vries; Hugo J Snippert; Marc van de Wetering; Nick Barker; Daniel E Stange; Johan H van Es; Arie Abo; Pekka Kujala; Peter J Peters; Hans Clevers
Journal:  Nature       Date:  2009-03-29       Impact factor: 49.962

3.  Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets.

Authors:  Evan Z Macosko; Anindita Basu; Rahul Satija; James Nemesh; Karthik Shekhar; Melissa Goldman; Itay Tirosh; Allison R Bialas; Nolan Kamitaki; Emily M Martersteck; John J Trombetta; David A Weitz; Joshua R Sanes; Alex K Shalek; Aviv Regev; Steven A McCarroll
Journal:  Cell       Date:  2015-05-21       Impact factor: 41.582

4.  Liver-Tumor Hybrid Organoids for Modeling Tumor Growth and Drug Response In Vitro.

Authors:  Aleksander Skardal; Mahesh Devarasetty; Christopher Rodman; Anthony Atala; Shay Soker
Journal:  Ann Biomed Eng       Date:  2015-03-17       Impact factor: 3.934

5.  BRCA-deficient mouse mammary tumor organoids to study cancer-drug resistance.

Authors:  Alexandra A Duarte; Ewa Gogola; Norman Sachs; Marco Barazas; Stefano Annunziato; Julian R de Ruiter; Arno Velds; Sohvi Blatter; Julia M Houthuijzen; Marieke van de Ven; Hans Clevers; Piet Borst; Jos Jonkers; Sven Rottenberg
Journal:  Nat Methods       Date:  2017-12-11       Impact factor: 28.547

6.  Personalized Proteome Profiles of Healthy and Tumor Human Colon Organoids Reveal Both Individual Diversity and Basic Features of Colorectal Cancer.

Authors:  Alba Cristobal; Henk W P van den Toorn; Marc van de Wetering; Hans Clevers; Albert J R Heck; Shabaz Mohammed
Journal:  Cell Rep       Date:  2017-01-03       Impact factor: 9.423

7.  Heterogeneity of chromosome 17 and erbB-2 gene copy number in primary and metastatic bladder cancer.

Authors:  G Sauter; H Moch; T C Gasser; M J Mihatsch; F M Waldman
Journal:  Cytometry       Date:  1995-09-01

8.  Intratumor heterogeneity of K-ras2 mutations in colorectal adenocarcinomas: association with degree of DNA aneuploidy.

Authors:  W Giaretti; R Monaco; N Pujic; A Rapallo; S Nigro; E Geido
Journal:  Am J Pathol       Date:  1996-07       Impact factor: 4.307

9.  Prospective derivation of a living organoid biobank of colorectal cancer patients.

Authors:  Marc van de Wetering; Hayley E Francies; Joshua M Francis; Gergana Bounova; Francesco Iorio; Apollo Pronk; Winan van Houdt; Joost van Gorp; Amaro Taylor-Weiner; Lennart Kester; Anne McLaren-Douglas; Joyce Blokker; Sridevi Jaksani; Sina Bartfeld; Richard Volckman; Peter van Sluis; Vivian S W Li; Sara Seepo; Chandra Sekhar Pedamallu; Kristian Cibulskis; Scott L Carter; Aaron McKenna; Michael S Lawrence; Lee Lichtenstein; Chip Stewart; Jan Koster; Rogier Versteeg; Alexander van Oudenaarden; Julio Saez-Rodriguez; Robert G J Vries; Gad Getz; Lodewyk Wessels; Michael R Stratton; Ultan McDermott; Matthew Meyerson; Mathew J Garnett; Hans Clevers
Journal:  Cell       Date:  2015-05-07       Impact factor: 41.582

10.  Long-term culture of genome-stable bipotent stem cells from adult human liver.

Authors:  Meritxell Huch; Helmuth Gehart; Ruben van Boxtel; Karien Hamer; Francis Blokzijl; Monique M A Verstegen; Ewa Ellis; Martien van Wenum; Sabine A Fuchs; Joep de Ligt; Marc van de Wetering; Nobuo Sasaki; Susanne J Boers; Hans Kemperman; Jeroen de Jonge; Jan N M Ijzermans; Edward E S Nieuwenhuis; Ruurdtje Hoekstra; Stephen Strom; Robert R G Vries; Luc J W van der Laan; Edwin Cuppen; Hans Clevers
Journal:  Cell       Date:  2014-12-18       Impact factor: 41.582

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  12 in total

1.  Volumetric growth tracking of patient-derived cancer organoids using optical coherence tomography.

Authors:  Daniel A Gil; Dustin A Deming; Melissa C Skala
Journal:  Biomed Opt Express       Date:  2021-06-03       Impact factor: 3.732

Review 2.  Can Pancreatic Organoids Help in the Treatment of Pancreatic Cancer?

Authors:  Toni T Seppälä; Richard A Burkhart
Journal:  Adv Surg       Date:  2021-07-06

3.  Patient-derived cancer organoid tracking with wide-field one-photon redox imaging to assess treatment response.

Authors:  Daniel A Gil; Dustin Deming; Melissa C Skala
Journal:  J Biomed Opt       Date:  2021-03       Impact factor: 3.170

Review 4.  Use of Patient-Derived Organoids as a Treatment Selection Model for Colorectal Cancer: A Narrative Review.

Authors:  Sara Furbo; Paulo César Martins Urbano; Hans Henrik Raskov; Jesper Thorvald Troelsen; Anne-Marie Kanstrup Fiehn; Ismail Gögenur
Journal:  Cancers (Basel)       Date:  2022-02-20       Impact factor: 6.639

5.  Capturing tumour heterogeneity in pre- and post-chemotherapy colorectal cancer ascites-derived cells using single-cell RNA-sequencing.

Authors:  Tiraput Poonpanichakul; Meng-Shin Shiao; Natnicha Jiravejchakul; Ponpan Matangkasombut; Ekaphop Sirachainan; Varodom Charoensawan; Natini Jinawath
Journal:  Biosci Rep       Date:  2021-12-22       Impact factor: 3.840

6.  Implications of Intratumor Heterogeneity on Consensus Molecular Subtype (CMS) in Colorectal Cancer.

Authors:  Saikat Chowdhury; Matan Hofree; Kangyu Lin; Dipen Maru; Scott Kopetz; John Paul Shen
Journal:  Cancers (Basel)       Date:  2021-09-30       Impact factor: 6.639

7.  Protocol for serial organoid formation assay using primary colorectal cancer tissues to evaluate cancer stem cell activity.

Authors:  Christopher J Bergin; Yannick D Benoit
Journal:  STAR Protoc       Date:  2022-03-04

Review 8.  Reconstructing the tumor architecture into organoids.

Authors:  Zhimin Luo; Xingwu Zhou; Kalpana Mandal; Na He; Wally Wennerberg; Moyuan Qu; Xing Jiang; Wujin Sun; Ali Khademhosseini
Journal:  Adv Drug Deliv Rev       Date:  2021-06-19       Impact factor: 17.873

Review 9.  Biomarkers and cell-based models to predict the outcome of neoadjuvant therapy for rectal cancer patients.

Authors:  Aylin Alkan; Tobias Hofving; Eva Angenete; Ulf Yrlid
Journal:  Biomark Res       Date:  2021-07-28

Review 10.  Application Progress of Organoids in Colorectal Cancer.

Authors:  Lianxiang Luo; Yucui Ma; Yilin Zheng; Jiating Su; Guoxin Huang
Journal:  Front Cell Dev Biol       Date:  2022-02-22
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