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Molecular heterogeneity unravelled by single‐cell transcriptomics in patients with essential thrombocythaemia

Summary Significant phenotypic heterogeneity exists in patients with all subtypes of myeloproliferative neoplasms (MPN), including essential thrombocythaemia (ET). Single‐cell RNA sequencing (scRNA‐Seq) holds the promise of unravelling the biology of MPN at an unprecedented level of resolution. Here...

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Published in:British journal of haematology 2020-03, Vol.188 (5), p.707-722
Main Authors: Hsu, Chia‐Chen, Chen, Ying‐Ju, Huang, Cih‐En, Wu, Yu‐Ying, Wang, Ming‐Chung, Pei, Sung‐Nan, Liao, Chun‐Kai, Lu, Chang‐Hsien, Chen, Ping‐Tsung, Tsou, Hsing‐Yi, Li, Chian‐Pei, Chuang, Wei‐Hsuan, Chuang, Ching‐Kai, Yang, Cheng‐Yu, Lai, Yi‐Hua, Lin, Yi‐Hsuan, Chen, Chih‐Cheng
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cited_by cdi_FETCH-LOGICAL-c3885-925ee969b905045db6ba493f81c05158039fb889d8a6b2033e23f85095f1dd163
cites cdi_FETCH-LOGICAL-c3885-925ee969b905045db6ba493f81c05158039fb889d8a6b2033e23f85095f1dd163
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container_title British journal of haematology
container_volume 188
creator Hsu, Chia‐Chen
Chen, Ying‐Ju
Huang, Cih‐En
Wu, Yu‐Ying
Wang, Ming‐Chung
Pei, Sung‐Nan
Liao, Chun‐Kai
Lu, Chang‐Hsien
Chen, Ping‐Tsung
Tsou, Hsing‐Yi
Li, Chian‐Pei
Chuang, Wei‐Hsuan
Chuang, Ching‐Kai
Yang, Cheng‐Yu
Lai, Yi‐Hua
Lin, Yi‐Hsuan
Chen, Chih‐Cheng
description Summary Significant phenotypic heterogeneity exists in patients with all subtypes of myeloproliferative neoplasms (MPN), including essential thrombocythaemia (ET). Single‐cell RNA sequencing (scRNA‐Seq) holds the promise of unravelling the biology of MPN at an unprecedented level of resolution. Herein we employed this approach to dissect the transcriptomes in the CD34+ cells from the peripheral blood of seven previously untreated ET patients and one healthy adult. The mutational profiles in these patients were as follows: JAK2 V617F in two, CALR in three (one type I and two type II) and triple‐negative (TN) in two. Our results reveal substantial heterogeneity within this enrolled cohort of patients. Activation of JAK/STAT signalling was recognized in discrepant progenitor lineages among different samples. Significantly disparate molecular profiling was identified in the comparison between ET patients and the control, between patients with different driver mutations (JAK2 V617F and CALR exon 9 indel), and even between patients harbouring the same driver. Intra‐individual clonal diversity was also found in the CD34+ progenitor population of a patient, possibly indicating the presence of multiple clones in this case. Estimation of subpopulation size based on cellular immunophenotyping suggested differentiation bias in all analysed samples. Furthermore, combining the transcriptomic information with data from targeted sequencing enabled us to unravel key somatic mutations that are molecularly relevant. To conclude, we demonstrated that scRNA‐Seq extended our knowledge of clonal diversity and inter‐individual heterogeneity in patients with ET. The obtained information could potentially leapfrog our efforts in the elucidation of the pathogenesis of the disease.
doi_str_mv 10.1111/bjh.16225
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Single‐cell RNA sequencing (scRNA‐Seq) holds the promise of unravelling the biology of MPN at an unprecedented level of resolution. Herein we employed this approach to dissect the transcriptomes in the CD34+ cells from the peripheral blood of seven previously untreated ET patients and one healthy adult. The mutational profiles in these patients were as follows: JAK2 V617F in two, CALR in three (one type I and two type II) and triple‐negative (TN) in two. Our results reveal substantial heterogeneity within this enrolled cohort of patients. Activation of JAK/STAT signalling was recognized in discrepant progenitor lineages among different samples. Significantly disparate molecular profiling was identified in the comparison between ET patients and the control, between patients with different driver mutations (JAK2 V617F and CALR exon 9 indel), and even between patients harbouring the same driver. Intra‐individual clonal diversity was also found in the CD34+ progenitor population of a patient, possibly indicating the presence of multiple clones in this case. Estimation of subpopulation size based on cellular immunophenotyping suggested differentiation bias in all analysed samples. Furthermore, combining the transcriptomic information with data from targeted sequencing enabled us to unravel key somatic mutations that are molecularly relevant. To conclude, we demonstrated that scRNA‐Seq extended our knowledge of clonal diversity and inter‐individual heterogeneity in patients with ET. The obtained information could potentially leapfrog our efforts in the elucidation of the pathogenesis of the disease.</description><identifier>ISSN: 0007-1048</identifier><identifier>EISSN: 1365-2141</identifier><identifier>DOI: 10.1111/bjh.16225</identifier><identifier>PMID: 31610612</identifier><language>eng</language><publisher>England: Blackwell Publishing Ltd</publisher><subject>Adult ; Amino Acid Substitution ; Calreticulin - genetics ; Calreticulin - metabolism ; CD34 antigen ; essential thrombocythaemia ; Female ; Hematology ; Humans ; Janus kinase 2 ; Janus Kinase 2 - genetics ; Janus Kinase 2 - metabolism ; Male ; Middle Aged ; Mutation ; Mutation, Missense ; myeloproliferative neoplasms ; Peripheral blood ; Ribonucleic acid ; RNA ; RNA-Seq ; Single-Cell Analysis ; single‐cell RNA sequencing ; somatic mutations ; Thrombocythemia, Essential - blood ; Thrombocythemia, Essential - genetics ; Transcriptome ; Transcriptomics</subject><ispartof>British journal of haematology, 2020-03, Vol.188 (5), p.707-722</ispartof><rights>2019 British Society for Haematology and John Wiley &amp; Sons Ltd</rights><rights>2019 British Society for Haematology and John Wiley &amp; Sons Ltd.</rights><rights>Copyright © 2020 John Wiley &amp; Sons Ltd</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3885-925ee969b905045db6ba493f81c05158039fb889d8a6b2033e23f85095f1dd163</citedby><cites>FETCH-LOGICAL-c3885-925ee969b905045db6ba493f81c05158039fb889d8a6b2033e23f85095f1dd163</cites><orcidid>0000-0001-6138-8262 ; 0000-0001-5921-5346</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31610612$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hsu, Chia‐Chen</creatorcontrib><creatorcontrib>Chen, Ying‐Ju</creatorcontrib><creatorcontrib>Huang, Cih‐En</creatorcontrib><creatorcontrib>Wu, Yu‐Ying</creatorcontrib><creatorcontrib>Wang, Ming‐Chung</creatorcontrib><creatorcontrib>Pei, Sung‐Nan</creatorcontrib><creatorcontrib>Liao, Chun‐Kai</creatorcontrib><creatorcontrib>Lu, Chang‐Hsien</creatorcontrib><creatorcontrib>Chen, Ping‐Tsung</creatorcontrib><creatorcontrib>Tsou, Hsing‐Yi</creatorcontrib><creatorcontrib>Li, Chian‐Pei</creatorcontrib><creatorcontrib>Chuang, Wei‐Hsuan</creatorcontrib><creatorcontrib>Chuang, Ching‐Kai</creatorcontrib><creatorcontrib>Yang, Cheng‐Yu</creatorcontrib><creatorcontrib>Lai, Yi‐Hua</creatorcontrib><creatorcontrib>Lin, Yi‐Hsuan</creatorcontrib><creatorcontrib>Chen, Chih‐Cheng</creatorcontrib><title>Molecular heterogeneity unravelled by single‐cell transcriptomics in patients with essential thrombocythaemia</title><title>British journal of haematology</title><addtitle>Br J Haematol</addtitle><description>Summary Significant phenotypic heterogeneity exists in patients with all subtypes of myeloproliferative neoplasms (MPN), including essential thrombocythaemia (ET). Single‐cell RNA sequencing (scRNA‐Seq) holds the promise of unravelling the biology of MPN at an unprecedented level of resolution. Herein we employed this approach to dissect the transcriptomes in the CD34+ cells from the peripheral blood of seven previously untreated ET patients and one healthy adult. The mutational profiles in these patients were as follows: JAK2 V617F in two, CALR in three (one type I and two type II) and triple‐negative (TN) in two. Our results reveal substantial heterogeneity within this enrolled cohort of patients. Activation of JAK/STAT signalling was recognized in discrepant progenitor lineages among different samples. Significantly disparate molecular profiling was identified in the comparison between ET patients and the control, between patients with different driver mutations (JAK2 V617F and CALR exon 9 indel), and even between patients harbouring the same driver. Intra‐individual clonal diversity was also found in the CD34+ progenitor population of a patient, possibly indicating the presence of multiple clones in this case. Estimation of subpopulation size based on cellular immunophenotyping suggested differentiation bias in all analysed samples. Furthermore, combining the transcriptomic information with data from targeted sequencing enabled us to unravel key somatic mutations that are molecularly relevant. To conclude, we demonstrated that scRNA‐Seq extended our knowledge of clonal diversity and inter‐individual heterogeneity in patients with ET. 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Single‐cell RNA sequencing (scRNA‐Seq) holds the promise of unravelling the biology of MPN at an unprecedented level of resolution. Herein we employed this approach to dissect the transcriptomes in the CD34+ cells from the peripheral blood of seven previously untreated ET patients and one healthy adult. The mutational profiles in these patients were as follows: JAK2 V617F in two, CALR in three (one type I and two type II) and triple‐negative (TN) in two. Our results reveal substantial heterogeneity within this enrolled cohort of patients. Activation of JAK/STAT signalling was recognized in discrepant progenitor lineages among different samples. Significantly disparate molecular profiling was identified in the comparison between ET patients and the control, between patients with different driver mutations (JAK2 V617F and CALR exon 9 indel), and even between patients harbouring the same driver. Intra‐individual clonal diversity was also found in the CD34+ progenitor population of a patient, possibly indicating the presence of multiple clones in this case. Estimation of subpopulation size based on cellular immunophenotyping suggested differentiation bias in all analysed samples. Furthermore, combining the transcriptomic information with data from targeted sequencing enabled us to unravel key somatic mutations that are molecularly relevant. To conclude, we demonstrated that scRNA‐Seq extended our knowledge of clonal diversity and inter‐individual heterogeneity in patients with ET. The obtained information could potentially leapfrog our efforts in the elucidation of the pathogenesis of the disease.</abstract><cop>England</cop><pub>Blackwell Publishing Ltd</pub><pmid>31610612</pmid><doi>10.1111/bjh.16225</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0001-6138-8262</orcidid><orcidid>https://orcid.org/0000-0001-5921-5346</orcidid><oa>free_for_read</oa></addata></record>
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source Wiley-Blackwell Read & Publish Collection
subjects Adult
Amino Acid Substitution
Calreticulin - genetics
Calreticulin - metabolism
CD34 antigen
essential thrombocythaemia
Female
Hematology
Humans
Janus kinase 2
Janus Kinase 2 - genetics
Janus Kinase 2 - metabolism
Male
Middle Aged
Mutation
Mutation, Missense
myeloproliferative neoplasms
Peripheral blood
Ribonucleic acid
RNA
RNA-Seq
Single-Cell Analysis
single‐cell RNA sequencing
somatic mutations
Thrombocythemia, Essential - blood
Thrombocythemia, Essential - genetics
Transcriptome
Transcriptomics
title Molecular heterogeneity unravelled by single‐cell transcriptomics in patients with essential thrombocythaemia
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