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Davies R, Liu L, Taotao S, Tuano N, Chaturvedi R, Huang KK, Itman C, Mandoli A, Qamra A, Hu C, Powell D, Daly RJ, Tan P, Rosenbluh J. CRISPRi enables isoform-specific loss-of-function screens and identification of gastric cancer-specific isoform dependencies. Genome Biol 2021; 22:47. [PMID: 33499898 PMCID: PMC7836456 DOI: 10.1186/s13059-021-02266-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Accepted: 01/07/2021] [Indexed: 12/26/2022] Open
Abstract
Introduction Genes contain multiple promoters that can drive the expression of various transcript isoforms. Although transcript isoforms from the same gene could have diverse and non-overlapping functions, current loss-of-function methodologies are not able to differentiate between isoform-specific phenotypes. Results Here, we show that CRISPR interference (CRISPRi) can be adopted for targeting specific promoters within a gene, enabling isoform-specific loss-of-function genetic screens. We use this strategy to test functional dependencies of 820 transcript isoforms that are gained in gastric cancer (GC). We identify a subset of GC-gained transcript isoform dependencies, and of these, we validate CIT kinase as a novel GC dependency. We further show that some genes express isoforms with opposite functions. Specifically, we find that the tumour suppressor ZFHX3 expresses an isoform that has a paradoxical oncogenic role that correlates with poor patient outcome. Conclusions Our work finds isoform-specific phenotypes that would not be identified using current loss-of-function approaches that are not designed to target specific transcript isoforms. Supplementary Information The online version contains supplementary material available at 10.1186/s13059-021-02266-6.
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Affiliation(s)
- Rebecca Davies
- Cancer Research Program and Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, 3800, Australia
| | - Ling Liu
- Cancer Research Program and Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, 3800, Australia
| | - Sheng Taotao
- Program in Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, 169857, Singapore.,Cancer Science Institute of Singapore, National University of Singapore, Singapore, 117599, Singapore.,Cancer Therapeutics and Stratified Oncology, Genome Institute of Singapore, Singapore, 138672, Singapore.,SingHealth/Duke-NUS Institute of Precision Medicine, National Heart Centre Singapore, Singapore, 169856, Singapore.,Cellular and Molecular Research, National Cancer Centre, Singapore, 169610, Singapore.,Singapore Gastric Cancer Consortium, Singapore, 119074, Singapore
| | - Natasha Tuano
- Cancer Research Program and Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, 3800, Australia
| | - Richa Chaturvedi
- Cancer Research Program and Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, 3800, Australia
| | - Kie Kyon Huang
- Program in Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, 169857, Singapore.,Cancer Science Institute of Singapore, National University of Singapore, Singapore, 117599, Singapore.,Cancer Therapeutics and Stratified Oncology, Genome Institute of Singapore, Singapore, 138672, Singapore.,SingHealth/Duke-NUS Institute of Precision Medicine, National Heart Centre Singapore, Singapore, 169856, Singapore.,Cellular and Molecular Research, National Cancer Centre, Singapore, 169610, Singapore.,Singapore Gastric Cancer Consortium, Singapore, 119074, Singapore
| | - Catherine Itman
- Functional Genomics Platform, Monash University, Clayton, VIC, 3800, Australia
| | - Amit Mandoli
- Program in Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, 169857, Singapore
| | - Aditi Qamra
- Program in Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, 169857, Singapore.,Cancer Science Institute of Singapore, National University of Singapore, Singapore, 117599, Singapore.,Cancer Therapeutics and Stratified Oncology, Genome Institute of Singapore, Singapore, 138672, Singapore.,SingHealth/Duke-NUS Institute of Precision Medicine, National Heart Centre Singapore, Singapore, 169856, Singapore.,Cellular and Molecular Research, National Cancer Centre, Singapore, 169610, Singapore.,Singapore Gastric Cancer Consortium, Singapore, 119074, Singapore
| | - Changyuan Hu
- Cancer Research Program and Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, 3800, Australia
| | - David Powell
- Monash Bioinformatics Platform, Monash University, Clayton, VIC, 3800, Australia
| | - Roger J Daly
- Cancer Research Program and Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, 3800, Australia
| | - Patrick Tan
- Program in Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, 169857, Singapore. .,Cancer Science Institute of Singapore, National University of Singapore, Singapore, 117599, Singapore. .,Cancer Therapeutics and Stratified Oncology, Genome Institute of Singapore, Singapore, 138672, Singapore. .,SingHealth/Duke-NUS Institute of Precision Medicine, National Heart Centre Singapore, Singapore, 169856, Singapore. .,Cellular and Molecular Research, National Cancer Centre, Singapore, 169610, Singapore. .,Singapore Gastric Cancer Consortium, Singapore, 119074, Singapore.
| | - Joseph Rosenbluh
- Cancer Research Program and Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, 3800, Australia. .,Functional Genomics Platform, Monash University, Clayton, VIC, 3800, Australia.
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Beesley J, Sivakumaran H, Moradi Marjaneh M, Lima LG, Hillman KM, Kaufmann S, Tuano N, Hussein N, Ham S, Mukhopadhyay P, Kazakoff S, Lee JS, Michailidou K, Barnes DR, Antoniou AC, Fachal L, Dunning AM, Easton DF, Waddell N, Rosenbluh J, Möller A, Chenevix-Trench G, French JD, Edwards SL. Chromatin interactome mapping at 139 independent breast cancer risk signals. Genome Biol 2020; 21:8. [PMID: 31910858 PMCID: PMC6947858 DOI: 10.1186/s13059-019-1877-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Accepted: 11/01/2019] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Genome-wide association studies have identified 196 high confidence independent signals associated with breast cancer susceptibility. Variants within these signals frequently fall in distal regulatory DNA elements that control gene expression. RESULTS We designed a Capture Hi-C array to enrich for chromatin interactions between the credible causal variants and target genes in six human mammary epithelial and breast cancer cell lines. We show that interacting regions are enriched for open chromatin, histone marks for active enhancers, and transcription factors relevant to breast biology. We exploit this comprehensive resource to identify candidate target genes at 139 independent breast cancer risk signals and explore the functional mechanism underlying altered risk at the 12q24 risk region. CONCLUSIONS Our results demonstrate the power of combining genetics, computational genomics, and molecular studies to rationalize the identification of key variants and candidate target genes at breast cancer GWAS signals.
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Affiliation(s)
- Jonathan Beesley
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Haran Sivakumaran
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Mahdi Moradi Marjaneh
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
- Current address: UK Dementia Research Institute, Imperial College London, London, UK
| | - Luize G Lima
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Kristine M Hillman
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Susanne Kaufmann
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Natasha Tuano
- Department of Biochemistry and Molecular Biology, Monash University, Melbourne, Australia
| | - Nehal Hussein
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Sunyoung Ham
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Pamela Mukhopadhyay
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Stephen Kazakoff
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Jason S Lee
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Kyriaki Michailidou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Department of Electron Microscopy/Molecular Pathology, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Daniel R Barnes
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Antonis C Antoniou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Laura Fachal
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Alison M Dunning
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Douglas F Easton
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Nicola Waddell
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Joseph Rosenbluh
- Department of Biochemistry and Molecular Biology, Monash University, Melbourne, Australia
| | - Andreas Möller
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | | | - Juliet D French
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia.
| | - Stacey L Edwards
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia.
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