Single-cell multi-omics defines the cell-type-specific impact of splicing aberrations in human hematopoietic clonal outgrowths

被引:26
作者
Cortes-Lopez, Mariela
Chamely, Paulina
Hawkins, Allegra G. [3 ]
Stanley, Robert F.
Swett, Ariel D.
Ganesan, Saravanan
Mouhieddine, Tarek H.
Dai, Xiaoguang
Kluegel, Lloyd
Chen, Celine [7 ]
Batta, Kiran [8 ]
Furer, Nili [9 ]
Vedula, Rahul S. [5 ]
Beaulaurier, John [10 ]
Drong, Alexander W. [6 ]
Hickey, Scott [10 ]
Dusaj, Neville [1 ,2 ,7 ]
Mullokandov, Gavriel [1 ,2 ]
Stasiw, Adam M. [1 ,2 ]
Su, Jiayu [1 ,11 ]
Chaligne, Ronan [1 ,2 ,12 ]
Juul, Sissel [6 ]
Harrington, Eoghan [6 ]
Knowles, David A. [1 ,11 ,13 ]
Potenski, Catherine J. [1 ,2 ]
Wiseman, Daniel H. [8 ]
Tanay, Amos [1 ,4 ,14 ]
Shlush, Liran [9 ]
Lindsley, Robert C. [5 ]
Ghobrial, Irene M. [5 ]
Taylor, Justin [1 ,5 ,15 ]
Abdel-Wahab, Omar [4 ]
Gaiti, Federico [1 ,6 ,16 ,17 ]
Landau, Dan A. [1 ,2 ,18 ]
机构
[1] New York Genome Ctr, New York, NY 10013 USA
[2] Weill Cornell Med, Dept Med, Div Hematol & Med Oncol, New York, NY 10065 USA
[3] Alexs Lemonade Stand Fdn, Childhood Canc Data Lab, Philadelphia, PA USA
[4] Mem Sloan Kettering Canc Ctr, Mol Pharmacol Program, New York, NY USA
[5] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA USA
[6] Oxford Nanopore Technol Inc, New York, NY 10013 USA
[7] Rockefeller Univ, Weill Cornell Med, Mem Sloan Kettering Canc Ctr, Triinst MD PhD Program, New York, NY USA
[8] Univ Manchester, Div Canc Sci, Manchester, England
[9] Weizmann Inst Sci, Dept Mol Cell Biol, Rehovot, Israel
[10] Oxford Nanopore Technol Inc, San Francisco, CA USA
[11] Columbia Univ, Dept Syst Biol, New York, NY USA
[12] Mem Sloan Kettering Canc Ctr, Computat & Syst Biol Program, New York, NY 10021 USA
[13] Columbia Univ, Dept Comp Sci, New York, NY USA
[14] Weizmann Inst Sci, Dept Comp Sci & Appl Math, Rehovot, Israel
[15] Univ Miami, Sylvester Comprehens Canc Ctr, Miller Sch Med, Miami, FL USA
[16] Univ Hlth Network, Princess Margaret Canc Ctr, Toronto, ON, Canada
[17] Univ Toronto, Med Biophys, Toronto, ON, Canada
[18] Weill Cornell Med, Inst Computat Biomed, New York, NY 10065 USA
关键词
STEM-CELLS; SOMATIC MUTATIONS; ERYTHROID MATURATION; SF3B1; MUTATION; P53; EXPRESSION; CANCER; GENE; IDENTIFICATION; CONSEQUENCES;
D O I
10.1016/j.stem.2023.07.012
中图分类号
Q813 [细胞工程];
学科分类号
摘要
RNA splicing factors are recurrently mutated in clonal blood disorders, but the impact of dysregulated splicing in hematopoiesis remains unclear. To overcome technical limitations, we integrated genotyping of transcriptomes (GoT) with long-read single-cell transcriptomics and proteogenomics for single-cell profiling of transcriptomes, surface proteins, somatic mutations, and RNA splicing (GoT-Splice). We applied GoT-Splice to hematopoietic progenitors from myelodysplastic syndrome (MDS) patients with mutations in the core splicing factor SF3B1. SF3B1mut cells were enriched in the megakaryocytic-erythroid lineage, with expansion of SF3B1mut erythroid progenitor cells. We uncovered distinct cryptic 30 splice site usage in different progenitor populations and stage-specific aberrant splicing during erythroid differentiation. Profiling SF3B1-mutated clonal hematopoiesis samples revealed that erythroid bias and cell-type-specific cryptic 30 splice site usage in SF3B1mut cells precede overt MDS. Collectively, GoT-Splice defines the cell-type-specific impact of somatic mutations on RNA splicing, from early clonal outgrowths to overt neoplasia, directly in human samples.
引用
收藏
页码:1262 / +
页数:29
相关论文
共 148 条
[1]   Impaired human hematopoiesis due to a cryptic intronic GATA1 splicing mutation [J].
Abdulhay, Nour J. ;
Fiorini, Claudia ;
Verboon, Jeffrey M. ;
Ludwig, Leif S. ;
Ulirsch, Jacob C. ;
Zieger, Barbara ;
Lareau, Caleb A. ;
Mi, Xiaoli ;
Roy, Anindita ;
Obeng, Esther A. ;
Erlacher, Miriam ;
Gupta, Namrata ;
Gabriel, Stacey B. ;
Ebert, Benjamin L. ;
Niemeyer, Charlotte M. ;
Khoriaty, Rami N. ;
Anclifr, Philip ;
Gazda, Hanna T. ;
Wlodarski, Marcin W. ;
Sankaran, Vijay G. .
JOURNAL OF EXPERIMENTAL MEDICINE, 2019, 216 (05) :1050-1060
[2]   Prediction of acute myeloid leukaemia risk in healthy individuals [J].
Abelson, Sagi ;
Collord, Grace ;
Ng, Stanley W. K. ;
Weissbrod, Omer ;
Cohen, Netta Mendelson ;
Niemeyer, Elisabeth ;
Barda, Noam ;
Zuzarte, Philip C. ;
Heisler, Lawrence ;
Sundaravadanam, Yogi ;
Luben, Robert ;
Hayat, Shabina ;
Wang, Ting Ting ;
Zhao, Zhen ;
Cirlan, Julia ;
Pugh, Trevor J. ;
Soave, David ;
Ng, Karen ;
Latimer, Calli ;
Hardy, Claire ;
Raine, Keiran ;
Jones, David ;
Hoult, Diana ;
Britten, Abigail ;
McPherson, John D. ;
Johansson, Mattias ;
Mbabaali, Faridah ;
Eagles, Jenna ;
Millers, Jessica K. ;
Pasternack, Danielle ;
Timms, Lee ;
Krzyzanowski, Paul ;
Awadalla, Philip ;
Costa, Rui ;
Segal, Eran ;
Bratman, Scott, V ;
Beer, Philip ;
Behjati, Sam ;
Martincorena, Inigo ;
Wang, Jean C. Y. ;
Bowles, Kristian M. ;
Ramon Quiros, J. ;
Karakatsani, Anna ;
La Vecchia, Carlo ;
Trichopoulou, Antonia ;
Salamanca-Fernandez, Elena ;
Huerta, Jose M. ;
Barricarte, Aurelio ;
Travis, Ruth C. ;
Tumino, Rosario .
NATURE, 2018, 559 (7714) :400-+
[3]   Deletion of ribosomal protein genes is a common vulnerability in human cancer, especially in concert with TP53 mutations [J].
Ajore, Ram ;
Raiser, David ;
McConkey, Marie ;
Joud, Magnus ;
Boidol, Bernd ;
Mar, Brenton ;
Saksena, Gordon ;
Weinstock, David M. ;
Armstrong, Scott ;
Ellis, Steven R. ;
Ebert, Benjamin L. ;
Nilsson, Bjorn .
EMBO MOLECULAR MEDICINE, 2017, 9 (04) :498-507
[4]   Patient-specific MDS-RS iPSCs define the mis-spliced transcript repertoire and chromatin landscape of SF3B1-mutant HSPCs [J].
Asimomitis, Georgios ;
G. Deslaurnes, Andre ;
Kotini, Andriana G. ;
Bernard, Elsa ;
Esposito, Davide ;
Olszewska, Malgorzata ;
Spyrou, Nikolaos ;
Ossa, Juan Arango ;
Mortera-Blanco, Teresa ;
Koche, Richard ;
Malcovati, Luca ;
Ogawa, Seishi ;
Cazzola, Mario ;
Aaronson, Stuart A. ;
Hellstro-Lindberg, Eva ;
Papaemmanuil, Elli ;
Nannya, Yasuhito ;
Papapetrou, Eirini P. .
BLOOD ADVANCES, 2022, 6 (10) :2992-3005
[5]   Abnormal RNA splicing and genomic instability after induction of DNMT3A mutations by CRISPR/Cas9 gene editing [J].
Banaszak, Lauren G. ;
Giudice, Valentina ;
Zhao, Xin ;
Wu, Zhijie ;
Gao, Shouguo ;
Hosokawa, Kohei ;
Keyvanfar, Keyvan ;
Townsley, Danielle M. ;
Gutierrez-Rodrigues, Fernanda ;
Ibanez, Maria del Pilar Fernandez ;
Kajigaya, Sachiko ;
Young, Neal S. .
BLOOD CELLS MOLECULES AND DISEASES, 2018, 69 :10-22
[6]   A Cellular Taxonomy of the Bone Marrow Stroma in Homeostasis and Leukemia [J].
Baryawno, Ninib ;
Przybylski, Dariusz ;
Kowalczyk, Monika S. ;
Kfoury, Youmna ;
Severe, Nicolas ;
Gustafsson, Karin ;
Kokkaliaris, Konstantinos D. ;
Mercier, Francois ;
Tabaka, Marcin ;
Hofree, Matan ;
Dionne, Danielle ;
Papazian, Ani ;
Lee, Dongjun ;
Ashenberg, Orr ;
Subramanian, Ayshwarya ;
Vaishnav, Eeshit Dhaval ;
Rozenblatt-Rosen, Orit ;
Regev, Aviv ;
Scadden, David T. .
CELL, 2019, 177 (07) :1915-+
[7]   Human Cancer-Associated Mutations of SF3B1 Lead to a Splicing Modification of Its Own RNA [J].
Bergot, Tiffany ;
Lippert, Eric ;
Douet-Guilbert, Nathalie ;
Commet, Severine ;
Corcos, Laurent ;
Bernard, Delphine G. .
CANCERS, 2020, 12 (03)
[8]   Precision analysis of mutant U2AF1 activity reveals deployment of stress granules in myeloid malignancies [J].
Biancon, Giulia ;
Joshi, Poorval ;
Zimmer, Joshua T. ;
Hunck, Torben ;
Gao, Yimeng ;
Lessard, Mark D. ;
Courchaine, Edward ;
Barentine, Andrew E. S. ;
Machyna, Martin ;
Botti, Valentina ;
Qin, Ashley ;
Gbyli, Rana ;
Patel, Amisha ;
Song, Yuanbin ;
Kiefer, Lea ;
Viero, Gabriella ;
Neuenkirchen, Nils ;
Lin, Haifan ;
Bewersdorf, Joerg ;
Simon, Matthew D. ;
Neugebauer, Karla M. ;
Tebaldi, Toma ;
Halene, Stephanie .
MOLECULAR CELL, 2022, 82 (06) :1107-+
[9]   Clonal hematopoiesis, myeloid disorders and BAX-mutated myelopoiesis in patients receiving venetoclax for CLL [J].
Blombery, Piers ;
Lew, Thomas E. ;
Dengler, Michael A. ;
Thompson, Ella R. ;
Lin, Victor S. ;
Chen, Xiangting ;
Nguyen, Tamia ;
Panigrahi, Ashish ;
Handunnetti, Sasanka M. ;
Carney, Dennis A. ;
Westerman, David A. ;
Tam, Constantine S. ;
Adams, Jerry M. ;
Wei, Andrew H. ;
Huang, David C. S. ;
Seymour, John F. ;
Roberts, Andrew W. ;
Anderson, Mary Ann .
BLOOD, 2022, 139 (08) :1198-1207
[10]   Generalized linear mixed models: a practical guide for ecology and evolution [J].
Bolker, Benjamin M. ;
Brooks, Mollie E. ;
Clark, Connie J. ;
Geange, Shane W. ;
Poulsen, John R. ;
Stevens, M. Henry H. ;
White, Jada-Simone S. .
TRENDS IN ECOLOGY & EVOLUTION, 2009, 24 (03) :127-135