An integrative model of pathway convergence in genetically heterogeneous blast crisis chronic myeloid leukemia

Targeted therapies against the BCR-ABL1 kinase have revolutionized treatment of chronic phase (CP) chronic myeloid leukemia (CML). In contrast, management of blast crisis (BC) CML remains challenging because BC cells acquire complex molecular alterations that confer stemness features to progenitor p...

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Published inBlood Vol. 135; no. 26; pp. 2337 - 2353
Main Authors Ko, Tun Kiat, Javed, Asif, Lee, Kian Leong, Pathiraja, Thushangi N., Liu, Xingliang, Malik, Simeen, Soh, Sheila Xinxuan, Heng, Xiu Ting, Takahashi, Naoto, Tan, Joanna H.J., Bhatia, Ravi, Khng, Alexis J., Chng, Wee-Joo, Sia, Yee Yen, Fruman, David A., Ng, King Pan, Chan, Zhu En, Xie, Kim Jiajing, Hoi, Qiangze, Chan, Cheryl Xueli, Teo, Audrey S.M., Velazquez Camacho, Oscar, Meah, Wee Yang, Khor, Chiea Chuen, Ong, Chin Thing J., Soon, Wei Jia W., Tan, Patrick, Ng, Pauline C., Chuah, Charles, Hillmer, Axel M., Ong, S. Tiong
Format Journal Article
LanguageEnglish
Published United States Elsevier Inc 25.06.2020
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Abstract Targeted therapies against the BCR-ABL1 kinase have revolutionized treatment of chronic phase (CP) chronic myeloid leukemia (CML). In contrast, management of blast crisis (BC) CML remains challenging because BC cells acquire complex molecular alterations that confer stemness features to progenitor populations and resistance to BCR-ABL1 tyrosine kinase inhibitors. Comprehensive models of BC transformation have proved elusive because of the rarity and genetic heterogeneity of BC, but are important for developing biomarkers predicting BC progression and effective therapies. To better understand BC, we performed an integrated multiomics analysis of 74 CP and BC samples using whole-genome and exome sequencing, transcriptome and methylome profiling, and chromatin immunoprecipitation followed by high-throughput sequencing. Employing pathway-based analysis, we found the BC genome was significantly enriched for mutations affecting components of the polycomb repressive complex (PRC) pathway. While transcriptomically, BC progenitors were enriched and depleted for PRC1- and PRC2-related gene sets respectively. By integrating our data sets, we determined that BC progenitors undergo PRC-driven epigenetic reprogramming toward a convergent transcriptomic state. Specifically, PRC2 directs BC DNA hypermethylation, which in turn silences key genes involved in myeloid differentiation and tumor suppressor function via so-called epigenetic switching, whereas PRC1 represses an overlapping and distinct set of genes, including novel BC tumor suppressors. On the basis of these observations, we developed an integrated model of BC that facilitated the identification of combinatorial therapies capable of reversing BC reprogramming (decitabine+PRC1 inhibitors), novel PRC-silenced tumor suppressor genes (NR4A2), and gene expression signatures predictive of disease progression and drug resistance in CP. •Genetically heterogeneous BC progenitors demonstrate molecular convergence on PRC1- and PRC2-regulated pathways.•A model of PRC-driven reprogramming identifies novel BC combination therapies, tumor suppressor genes, and biomarkers for transformation. [Display omitted]
AbstractList Targeted therapies against the BCR-ABL1 kinase have revolutionized treatment of chronic phase (CP) chronic myeloid leukemia (CML). In contrast, management of blast crisis (BC) CML remains challenging because BC cells acquire complex molecular alterations that confer stemness features to progenitor populations and resistance to BCR-ABL1 tyrosine kinase inhibitors. Comprehensive models of BC transformation have proved elusive because of the rarity and genetic heterogeneity of BC, but are important for developing biomarkers predicting BC progression and effective therapies. To better understand BC, we performed an integrated multiomics analysis of 74 CP and BC samples using whole-genome and exome sequencing, transcriptome and methylome profiling, and chromatin immunoprecipitation followed by high-throughput sequencing. Employing pathway-based analysis, we found the BC genome was significantly enriched for mutations affecting components of the polycomb repressive complex (PRC) pathway. While transcriptomically, BC progenitors were enriched and depleted for PRC1- and PRC2-related gene sets respectively. By integrating our data sets, we determined that BC progenitors undergo PRC-driven epigenetic reprogramming toward a convergent transcriptomic state. Specifically, PRC2 directs BC DNA hypermethylation, which in turn silences key genes involved in myeloid differentiation and tumor suppressor function via so-called epigenetic switching, whereas PRC1 represses an overlapping and distinct set of genes, including novel BC tumor suppressors. On the basis of these observations, we developed an integrated model of BC that facilitated the identification of combinatorial therapies capable of reversing BC reprogramming (decitabine+PRC1 inhibitors), novel PRC-silenced tumor suppressor genes (NR4A2), and gene expression signatures predictive of disease progression and drug resistance in CP.
Targeted therapies against the BCR-ABL1 kinase have revolutionized treatment of chronic phase (CP) chronic myeloid leukemia (CML). In contrast, management of blast crisis (BC) CML remains challenging because BC cells acquire complex molecular alterations that confer stemness features to progenitor populations and resistance to BCR-ABL1 tyrosine kinase inhibitors. Comprehensive models of BC transformation have proved elusive because of the rarity and genetic heterogeneity of BC, but are important for developing biomarkers predicting BC progression and effective therapies. To better understand BC, we performed an integrated multiomics analysis of 74 CP and BC samples using whole-genome and exome sequencing, transcriptome and methylome profiling, and chromatin immunoprecipitation followed by high-throughput sequencing. Employing pathway-based analysis, we found the BC genome was significantly enriched for mutations affecting components of the polycomb repressive complex (PRC) pathway. While transcriptomically, BC progenitors were enriched and depleted for PRC1- and PRC2-related gene sets respectively. By integrating our data sets, we determined that BC progenitors undergo PRC-driven epigenetic reprogramming toward a convergent transcriptomic state. Specifically, PRC2 directs BC DNA hypermethylation, which in turn silences key genes involved in myeloid differentiation and tumor suppressor function via so-called epigenetic switching, whereas PRC1 represses an overlapping and distinct set of genes, including novel BC tumor suppressors. On the basis of these observations, we developed an integrated model of BC that facilitated the identification of combinatorial therapies capable of reversing BC reprogramming (decitabine+PRC1 inhibitors), novel PRC-silenced tumor suppressor genes (NR4A2), and gene expression signatures predictive of disease progression and drug resistance in CP. •Genetically heterogeneous BC progenitors demonstrate molecular convergence on PRC1- and PRC2-regulated pathways.•A model of PRC-driven reprogramming identifies novel BC combination therapies, tumor suppressor genes, and biomarkers for transformation. [Display omitted]
Author Malik, Simeen
Bhatia, Ravi
Velazquez Camacho, Oscar
Ng, King Pan
Xie, Kim Jiajing
Ong, S. Tiong
Chng, Wee-Joo
Hoi, Qiangze
Takahashi, Naoto
Meah, Wee Yang
Soh, Sheila Xinxuan
Lee, Kian Leong
Khor, Chiea Chuen
Soon, Wei Jia W.
Fruman, David A.
Ko, Tun Kiat
Hillmer, Axel M.
Ong, Chin Thing J.
Chan, Zhu En
Khng, Alexis J.
Tan, Joanna H.J.
Heng, Xiu Ting
Tan, Patrick
Pathiraja, Thushangi N.
Javed, Asif
Sia, Yee Yen
Teo, Audrey S.M.
Chuah, Charles
Liu, Xingliang
Chan, Cheryl Xueli
Ng, Pauline C.
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  orcidid: 0000-0002-6758-3787
  surname: Takahashi
  fullname: Takahashi, Naoto
  organization: Department of Hematology, Nephrology, and Rheumatology, Akita University Graduate School of Medicine, Akita, Japan
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Snippet Targeted therapies against the BCR-ABL1 kinase have revolutionized treatment of chronic phase (CP) chronic myeloid leukemia (CML). In contrast, management of...
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pubmed
elsevier
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StartPage 2337
SubjectTerms Blast Crisis - genetics
Cell Differentiation
Chromatin Immunoprecipitation
Datasets as Topic
DNA Methylation
Enhancer of Zeste Homolog 2 Protein - physiology
Gene Dosage
Gene Expression Regulation, Leukemic - genetics
Gene Ontology
High-Throughput Nucleotide Sequencing
Humans
Leukemia, Myelogenous, Chronic, BCR-ABL Positive - genetics
Leukemia, Myelogenous, Chronic, BCR-ABL Positive - pathology
Mutation
Polycomb Repressive Complex 1 - genetics
Polycomb Repressive Complex 1 - physiology
Polycomb Repressive Complex 2 - genetics
Polycomb Repressive Complex 2 - physiology
Transcriptome
Whole Exome Sequencing
Whole Genome Sequencing
Title An integrative model of pathway convergence in genetically heterogeneous blast crisis chronic myeloid leukemia
URI https://dx.doi.org/10.1182/blood.2020004834
https://www.ncbi.nlm.nih.gov/pubmed/32157296
Volume 135
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