Transcriptomic Signature and Functional Abnormalities of Bone Marrow Mesenchymal Stromal Cells Mediate Disease Progression of Myelodysplastic/Myeloproliferative Neoplasms

间充质干细胞 慢性粒单核细胞白血病 骨髓 造血 间质细胞 骨髓增生性肿瘤 癌症研究 川地34 生物 骨髓增生异常综合症 国际预后积分系统 转录组 祖细胞 骨髓纤维化 干细胞 免疫学 基因 遗传学 基因表达
作者
Zhiyong Poon,John F. Ouyang,Alice M.S. Cheung,Xianqun Fan,Vaidehi Krishnan,William Ying Khee Hwang,Hein Than
出处
期刊:Blood [Elsevier BV]
卷期号:142 (Supplement 1): 5618-5618
标识
DOI:10.1182/blood-2023-188426
摘要

Background Mesenchymal stromal cells (MSC) are vital components of the bone marrow (BM) microenvironment niche and regulate hematopoietic stem and progenitor cell (HSPC) activity. While HSPC harbor primary disease driver mutations, MSC in myelodysplastic syndrome and myeloproliferative neoplasm (MDS/MPN) have been shown to influence the emergence and selection of leukemic clones and disease progression. However, it remains unclear if there are specific functional characteristics or genetic signals of MSC that interact with HSPC at different stages of disease progression. We examined BM samples from MDS/MPN patients with high rate of leukemic transformation in less than 2 years (HR) versus those with stable disease for 5 years (SD), to investigate the phenotypic differentiation, functional characteristics, and transcriptomic profiles of MSC and the HSPC counterparts. Methods We obtained BM samples at diagnosis and follow-up from MDS/MPN patients including chronic myelomonocytic leukemia (CMML) treated at Singapore General Hospital. We studied 5 HR and 13 SD patient samples to compare against 5 healthy donor samples. MSC were derived in MesenCult-ACF media (StemCell Technologies), and phenotypic characterization was done after 1-2 passages. HSPC were subjected to co-culture expansion with MSC in MyeloCult-H5100 for 7 days, and long-term culture-initiating cell assays (LTC-IC) using MSC as feeder cells for 6 weeks. Total RNA extracted from MSC and HSPC were subjected to bulk and single-cell RNA sequencing (scRNA-Seq) (10X Genomics platform). Principal component analysis (PCA) was used for the uniform manifold approximation and projection (UMAP). Gene set enrichment analysis (GSEA) was performed on differentially expressed genes to examine canonical signaling pathways. Cellchat algorithm was applied to predict intercellular communication between MSC and HSPC using scRNA-Seq data. Results Baseline clinical variables for the international prognostic scoring system (IPSS) including age at diagnosis, myeloblast percentage and cytogenetics were not significantly different between HR and SD patients. Decreased osteogenic and chondrogenic differentiation, but relatively preserved adipogenic differentiation capacity was observed in all MDS/MPN MSC samples. A significantly lower yield of CD34+ CD38- primitive HSPC with myeloid skewing was observed in the co-culture experiments with MDS/MPN MSC, compared to healthy MSC. Pre-treatment of SD-MSC feeder with the hypomethylating agent 5-azacytidine improved the clonogenic potential of the corresponding co-cultured HSPC, but did not restore the HSPC colony yield with HR-MSC feeder. Unbiased PCA of bulk RNA-Seq data demonstrated greater clustering of HR-MSC, while SD and healthy MSC overlapped significantly. Genes associated with mesenchymal multipotency and differentiation (PODXL20, FOXQ122, SERPINA923) were generally downregulated in MDS/MPN MSC, likely attributed to promoter hypermethylation. Significant differential upregulation of CD74 and IL-6 expression was observed in HR-MSC, which suggested a uniquely enriched inflammatory signature. GSEA results showed that pathways associated with G2M cell cycle checkpoint, DNA repair, glycolysis, and response to azacytidine were suppressed in HR-MSC. UMAP on scRNA-Seq data of longitudinal MSC samples identified distinct clustering of HR-MSC at disease progression. Cell-cell interaction analysis predicted a strong communication between collagen-encoding genes (COL1A1 and COL1A2) in HR-MSC at diagnosis and CD44, a negative regulator of HSPC proliferation, and the interaction was further enhanced at disease progression (Figure 1). Ongoing analysis of downstream gene expression changes and secretome profile of HSPC in MDS/MPN MSC-based in-vivo scaffold models will be presented. Conclusion Together, our data point towards a degree of co-development and communication between MSC and HSPC during disease progression of MDS/MPN. Further characterization of the unique functional and transcriptomic signatures in MSC may help to optimize disease prognostication and identify novel therapeutic targets in MDS/MPN patients.

科研通智能强力驱动
Strongly Powered by AbleSci AI
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
3秒前
3秒前
Kao应助科研通管家采纳,获得10
3秒前
3秒前
4秒前
科研通AI6.3应助senli2018采纳,获得10
12秒前
光亮听云完成签到,获得积分10
14秒前
坐雨赏花完成签到 ,获得积分10
16秒前
宋呵呵完成签到,获得积分10
16秒前
星尘完成签到 ,获得积分10
24秒前
yes完成签到 ,获得积分10
24秒前
厚德载物完成签到 ,获得积分10
25秒前
28秒前
淡定黑猫完成签到,获得积分10
31秒前
Horizon发布了新的文献求助10
33秒前
蓝色花生豆完成签到,获得积分0
36秒前
39秒前
QY完成签到,获得积分10
39秒前
Horizon完成签到,获得积分10
43秒前
45秒前
feiyafei发布了新的文献求助10
51秒前
senli2018发布了新的文献求助10
52秒前
李华完成签到 ,获得积分10
1分钟前
jason0023完成签到,获得积分10
1分钟前
飞矢不动完成签到,获得积分10
1分钟前
Axs应助Lny采纳,获得10
1分钟前
池东漾完成签到 ,获得积分10
1分钟前
1分钟前
不死鸟完成签到,获得积分10
1分钟前
小巧问芙完成签到 ,获得积分10
1分钟前
wrr完成签到,获得积分0
1分钟前
1分钟前
不死鸟发布了新的文献求助10
1分钟前
围城完成签到 ,获得积分10
1分钟前
HHW完成签到,获得积分10
1分钟前
feiyafei完成签到 ,获得积分10
1分钟前
满意麦片完成签到 ,获得积分10
1分钟前
1分钟前
sunlg发布了新的文献求助30
1分钟前
忧心的藏鸟完成签到 ,获得积分10
1分钟前
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
Nondestructive Testing Handbook: Vol. 4, Thermal and Infrared Testing (IR), 4th ed 800
Understanding Acculturation: The Process of Cultural Adjustment as Applied to International Migration 700
作者名:Kristopher P. Plain,悉尼大学的,目前只能查到其四篇论文,想找到其博士论文 590
Évora na Idade Média 555
Soil mites of the family Rhagidiidae (Actinedida: Eupodoidea). Morphology, Systematics, Ecology 520
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7370716
求助须知:如何正确求助?哪些是违规求助? 8978330
关于积分的说明 19087363
捐赠科研通 7012852
什么是DOI,文献DOI怎么找? 3224979
关于科研通互助平台的介绍 2388578
邀请新用户注册赠送积分活动 2205661