DNA methylation disruption reshapes the hematopoietic differentiation landscape

被引:167
作者
Izzo, Franco [1 ,2 ]
Lee, Stanley C. [3 ,4 ]
Poran, Asaf [2 ]
Chaligne, Ronan [1 ,2 ]
Gaiti, Federico [1 ,2 ]
Gross, Baptiste [1 ,2 ]
Murali, Rekha R. [1 ,2 ]
Deochand, Sunil D. [1 ,2 ]
Ang, Chelston [1 ,2 ]
Jones, Philippa Wyndham [1 ,2 ]
Nam, Anna S. [1 ,2 ]
Kim, Kyu-Tae [1 ,2 ]
Kothen-Hill, Steven [1 ,2 ]
Schulman, Rafael C. [1 ,2 ]
Ki, Michelle [3 ]
Lhoumaud, Priscillia [5 ]
Skok, Jane A. [5 ]
Viny, Aaron D. [3 ]
Levine, Ross L. [3 ]
Kenigsberg, Ephraim [6 ,7 ,8 ]
Abdel-Wahab, Omar [3 ]
Landau, Dan A. [1 ,2 ,9 ]
机构
[1] New York Genome Ctr, New York, NY 10013 USA
[2] Weill Cornell Med, Meyer Canc Ctr, New York, NY 10065 USA
[3] Mem Sloan Kettering Canc Ctr, Human Oncol & Pathogenesis Program, 1275 York Ave, New York, NY 10021 USA
[4] Fred Hutchinson Canc Res Ctr, Clin Res Div, 1124 Columbia St, Seattle, WA 98104 USA
[5] New York Univ Langone Hlth, New York, NY USA
[6] Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
[7] Icahn Sch Med Mt Sinai, Icahn Inst Data Sci & Genom Technol, New York, NY 10029 USA
[8] Icahn Sch Med Mt Sinai, Precis Immunol Inst, New York, NY 10029 USA
[9] Weill Cornell Med, Inst Computat Biomed, New York, NY 10065 USA
基金
美国国家卫生研究院;
关键词
CELL SELF-RENEWAL; TRANSCRIPTION FACTORS; CLONAL HEMATOPOIESIS; LINEAGE COMMITMENT; DNMT3A MUTATIONS; STEM-CELLS; RNA-SEQ; TET2; HETEROGENEITY; BINDING;
D O I
10.1038/s41588-020-0595-4
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Mutations in genes involved in DNA methylation (DNAme; for example, TET2 and DNMT3A) are frequently observed in hematological malignancies(1-3) and clonal hematopoiesis(4,5). Applying single-cell sequencing to murine hematopoietic stem and progenitor cells, we observed that these mutations disrupt hematopoietic differentiation, causing opposite shifts in the frequencies of erythroid versus myelomonocytic progenitors following Tet2 or Dnmt3a loss. Notably, these shifts trace back to transcriptional priming skews in uncommitted hematopoietic stem cells. To reconcile genome-wide DNAme changes with specific erythroid versus myelomonocytic skews, we provide evidence in support of differential sensitivity of transcription factors due to biases in CpG enrichment in their binding motif. Single-cell transcriptomes with targeted genotyping showed similar skews in transcriptional priming of DNMT3A-mutated human clonal hematopoiesis bone marrow progenitors. These data show that DNAme shapes the topography of hematopoietic differentiation, and support a model in which genome-wide methylation changes are transduced to differentiation skews through biases in CpG enrichment of the transcription factor binding motif. Single-cell analysis of mouse hematopoietic stem cells shows that mutations in DNA methylation genes change the frequencies of erythroid versus myelomonocytic progenitors, owing to differential CpG enrichment in transcription factor binding motifs.
引用
收藏
页码:378 / +
页数:28
相关论文
共 83 条
[1]   Mutations in epigenetic modifiers in the pathogenesis and therapy of acute myeloid leukemia [J].
Abdel-Wahab, Omar ;
Levine, Ross L. .
BLOOD, 2013, 121 (18) :3563-3572
[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]  
Aibar S, 2017, NAT METHODS, V14, P1083, DOI [10.1038/NMETH.4463, 10.1038/nmeth.4463]
[4]  
Akalin A, 2012, GENOME BIOL, V13, DOI [10.1186/gb-2012-13-10-R87, 10.1186/gb-2012-13-10-r87]
[5]   Dynamics of epigenetic regulation at the single-cell level [J].
Bintu, Lacramioara ;
Yong, John ;
Antebi, Yaron E. ;
McCue, Kayla ;
Kazuki, Yasuhiro ;
Uno, Narumi ;
Oshimura, Mitsuo ;
Elowitz, Michael B. .
SCIENCE, 2016, 351 (6274) :720-724
[6]   DNA methylation patterns and epigenetic memory [J].
Bird, A .
GENES & DEVELOPMENT, 2002, 16 (01) :6-21
[7]   DNA Methylation Dynamics during In Vivo Differentiation of Blood and Skin Stem Cells [J].
Bock, Christoph ;
Beerman, Isabel ;
Lien, Wen-Hui ;
Smith, Zachary D. ;
Gu, Hongcang ;
Boyle, Patrick ;
Gnirke, Andreas ;
Fuchs, Elaine ;
Rossi, Derrick J. ;
Meissner, Alexander .
MOLECULAR CELL, 2012, 47 (04) :633-647
[8]   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
[9]   Recurrent somatic TET2 mutations in normal elderly individuals with clonal hematopoiesis [J].
Busque, Lambert ;
Patel, Jay P. ;
Figueroa, Maria E. ;
Vasanthakumar, Aparna ;
Provost, Sylvie ;
Hamilou, Zineb ;
Mollica, Luigina ;
Li, Juan ;
Viale, Agnes ;
Heguy, Adriana ;
Hassimi, Maryam ;
Socci, Nicholas ;
Bhatt, Parva K. ;
Gonen, Mithat ;
Mason, Christopher E. ;
Melnick, Ari ;
Godley, Lucy A. ;
Brennan, Cameron W. ;
Abdel-Wahab, Omar ;
Levine, Ross L. .
NATURE GENETICS, 2012, 44 (11) :1179-1181
[10]   Transcriptome-wide noise controls lineage choice in mammalian progenitor cells [J].
Chang, Hannah H. ;
Hemberg, Martin ;
Barahona, Mauricio ;
Ingber, Donald E. ;
Huang, Sui .
NATURE, 2008, 453 (7194) :544-U10