已入深夜,您辛苦了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!祝你早点完成任务,早点休息,好梦!

Single Cell Mutation Analysis Delineates Clonal Architecture in Leukemic Transformation of Myeloproliferative Neoplasms

癌症的体细胞进化 生物 骨髓纤维化 髓系白血病 髓样 骨髓增生性肿瘤 白血病 原发性血小板增多症 癌症研究 真性红细胞增多症 遗传学 免疫学 基因 骨髓
作者
Paola Guglielmelli,Laura Calabresi,Chiara Carretta,Giada Rotunno,Sandra Parenti,Simone Romagnoli,Selene Mallia,Niccolò Bartalucci,Sebastiano Rontauroli,Chiara Chiereghin,Sara Castellano,Francesco Mannelli,Matteo G. Della Porta,Rossella Manfredini,Alessandro M. Vannucchi
出处
期刊:Blood [Elsevier BV]
卷期号:138 (Supplement 1): 56-56
标识
DOI:10.1182/blood-2021-148315
摘要

Abstract Introduction. Myeloproliferative neoplasms (MPN) are clonal disorders of hematopoietic stem cells that include polycythemia vera, essential thrombocythemia, and primary myelofibrosis. 10-20% of MPN pts transform to secondary acute myeloid leukemia (sAML), unresponsive to conventional therapy and associated with dismal outcome (Dunbar A, 2020). In addition to somatic driver mutations affecting JAK2, CALR or MPL, several additional variants are harbored by MPN pts inb chronic phase, and a restricted set of them were associated with risk of leukemic evolution (Vannucchi AM, Leukemia 2013; Tefferi A, Blood ASdv 2016) However, the molecular mechanisms underlying leukemic transformation remain largely unknown. Although bulk next generation sequencing (NGS) highlights the overall mutation landscape, it cannot distinguish which mutations occur in the same clone(s), nor elucidate the order of mutations or resolve clonal complexity. Conversely, single-cell sequencing (SCS) might allow to resolve clonal heterogeneity and reconstruct clonal phylogenies at each disease phase (Parenti, NPJ Prec Onc 2021)). Aim: To delineate the clonal landscape of sAML, we performed single-cell mutational profiling in 10 pts with MPNs who progressed to sAML. Methods. There were 2 set of samples/approaches: (i) 15 paired samples (chronic (CP)/blast phase (BP)) from 7 pts were analyzed using the Mission-Bio Tapestri platform and the Myeloid panel in order to target SNVs and indels across 45 myeloid genes with 312 amplicons. In one pt we also analyzed an intermediate phase corresponding to progression from PV to PPV-MF before BP development. (ii) 7 further paired CD34+ samples from 3 pts were analyzed using a 239-amplicon custom panel including 29 genes frequently mutated in myeloid neoplasms. SCS libraries were sequenced on Illumina Novaseq. Data were processed by using Mission Bio's Tapestri Pipeline and analyzed with Mission Bio's Tapestri Insights software package and R software. CNV analysis was performed by using an integrated pipeline for multiomics analysis (Mosaic, Mission Bio) Results. (i) A total of 78,354 single cells were sequenced (average 5,223) using Tapestri Myeloid panel, with an average of 28,303 reads per cell and coverage of 97X. SCS was able to identify 17 low-frequency variants not detected in bulk analysis; however, it failed to discriminate homopolymeric regions including the ASXL1 G646Wfs*12. (ii) A total of 25,417 single cells were sequenced (average 3636) using a custom panel, with a coverage of 186X and an average Allele Dropout Rate of 8.6%. This panel was able to identify ASXL1 G646Wfs*12 variant. Overall, we found a significant correlation of variant allele frequency (VAF) measured by bulk and SCs approach (R =0.84, p<.0001). Epigenetic variants (i.e. ASXL1, TET2, EZH2) account for around half of the mutations and affect a large fraction of CP cells (3 representative samples in Fig.1). In 8/10 pts, leukemic clone emerged from a driver mutation-positive cells (JAK2V617F n=4; CALR Type1 n=4). In all pts we are able to identify at least 3 mutated clones and in 7 pts the dynamics of the clones allowed to identify the one(s) responsible for evolution to sAML. In 7/10 pts, the leukemic clones were already detectable at low frequency (<2%) at CP and became dominant in BP; these low-frequency clones were missed by bulk sequencing. Furthermore, SCS revealed acquisition of 3 mutually exclusive mutations in RAS pathway in one pt: two NRAS mutations and a KRAS mutation. Copy number variation (CNV) could be assessed in 4 pts. Of note, during progression to sAML, we found single cells with amplification of ETV6 (>20 copies in 2 pts), NRAS (8 copies in 2pts) and BRAF (8 copies in 2pts). Other subclonal ploidy abnormalities were also observed in RUNX1, EZH2, U2AF1 and ZRSR2 (5-18 copies). Conclusions. Together, these data suggest that MPN present a complex clonal combination evolving over time. SCS allows to resolve this milieu, that is largely missed by conventional bulk NGS, in particularly SCS identifies rare leukemia-driving clones that were already present in chronic phase and describes their dynamics during leukemic progression. Leukemic transformation after MPN is a highly heterogeneous process with mutations and CNVs acquired in different genes and different clones. Overall, our findings provide further insights into the pathogenesis of AML transformation of MPN. Supported by AIRC, Mynerva project no.21267 Figure 1 Figure 1. Disclosures Vannucchi: BMS: Honoraria, Membership on an entity's Board of Directors or advisory committees; Incyte: Honoraria, Membership on an entity's Board of Directors or advisory committees; AbbVie: Membership on an entity's Board of Directors or advisory committees; Novartis: Honoraria, Membership on an entity's Board of Directors or advisory committees.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
2秒前
七色光完成签到,获得积分10
2秒前
fsznc完成签到 ,获得积分0
2秒前
淡淡凡阳发布了新的文献求助10
3秒前
里里完成签到 ,获得积分10
3秒前
4秒前
彩色的翡翠完成签到,获得积分10
4秒前
成就书雪完成签到,获得积分0
5秒前
俭朴山灵完成签到 ,获得积分10
6秒前
勤耕苦读完成签到,获得积分10
7秒前
9秒前
啵啵小甜狗完成签到,获得积分10
9秒前
9秒前
无畏发布了新的文献求助10
10秒前
天天快乐应助哈哈哈哈哈采纳,获得30
10秒前
10秒前
linshaoyu发布了新的文献求助10
14秒前
玖玖发布了新的文献求助10
14秒前
14秒前
沉默白猫完成签到 ,获得积分10
15秒前
饕餮1235完成签到,获得积分10
16秒前
共享精神应助鹿不可采纳,获得10
16秒前
小马甲应助舒适静丹采纳,获得10
16秒前
无花果应助无畏采纳,获得10
17秒前
呆梨医生发布了新的文献求助10
17秒前
shuaiBsen完成签到,获得积分10
18秒前
吃道格的恺特完成签到 ,获得积分10
18秒前
默默的甜瓜完成签到,获得积分10
19秒前
蒹葭苍苍完成签到 ,获得积分10
21秒前
酷酷的涵蕾完成签到 ,获得积分10
21秒前
暗号完成签到 ,获得积分0
21秒前
JamesPei应助高兴的万宝路采纳,获得10
22秒前
Oculus完成签到 ,获得积分10
22秒前
笑点低的悒完成签到 ,获得积分10
23秒前
活力的仙人掌完成签到,获得积分20
23秒前
任虎完成签到,获得积分10
23秒前
24秒前
冷静的访天完成签到 ,获得积分10
24秒前
25秒前
无畏完成签到,获得积分10
26秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Zeolites: From Fundamentals to Emerging Applications 1500
International Encyclopedia of Business Management 1000
Encyclopedia of Materials: Plastics and Polymers 1000
Architectural Corrosion and Critical Infrastructure 1000
Early Devonian echinoderms from Victoria (Rhombifera, Blastoidea and Ophiocistioidea) 1000
Hidden Generalizations Phonological Opacity in Optimality Theory 1000
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 内科学 生物化学 物理 计算机科学 纳米技术 遗传学 基因 复合材料 化学工程 物理化学 病理 催化作用 免疫学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 4934895
求助须知:如何正确求助?哪些是违规求助? 4202593
关于积分的说明 13057993
捐赠科研通 3977141
什么是DOI,文献DOI怎么找? 2179362
邀请新用户注册赠送积分活动 1195516
关于科研通互助平台的介绍 1106915