Multidimensional study of the heterogeneity of leukemia cells in t(8;21) acute myelogenous leukemia identifies the subtype with poor outcome
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Authors: Jiang, Lu; Li, Xue-Ping; Dai, Yu-Ting; Chen, Bing; Weng, Xiang-Qin; Xiong, Shu-Min; Zhang, Min; Huang, Jin-Yan; Chen, Zhu; Chen, Sai-Juan
Abstract
t(8;21)(q22;q22) acute myelogenous leukemia (AML) is morpho-logically characterized by a continuum of heterogeneous leukemia cells from myeloblasts to differentiated myeloid elements. Thus, t(8;21) AML is an excellent model for studying heterogeneous cell populations and cellular evolution during disease progression. Using integrative analyses of immunophenotype, RNA-sequencing (RNA-seq), and single-cell RNA-sequencing (scRNA-seq), we identi-fied three distinct intrapatient leukemic cell populations that were arrested at different stages of myeloid differentiation: CD34*CD117dim blasts, CD34*CD117bri blasts, and abnormal myeloid cells with partial maturation (AM). CD117 is also known as c-KIT protein. CD34*CD117dim cells were blocked in the G0/G1 phase at disease onset, presenting with the regular morphology of myeloblasts showing features of granulocyte-monocyte progenitors (GMP), and were drug-resistant to chemotherapy. Genes associated with cell migration and adhe-sion (LGALS1, EMP3, and ANXA2) were highly expressed in the CD34*CD117dim population. CD34*CD117bri blasts were blocked a bit later than the CD34*CD117dim population in the hematopoietic differentiation stage and displayed high proliferation ability. AM cells, which bear abnormal myelocyte morphology, especially over -expressed granule genes AZU1, ELANE, and PRTN3 and were sensi-tive to chemotherapy. scRNA-seq at different time points identified CD34*CD117dim blasts as an important leukemic cluster that ex-panded at postrelapse refractory stage after several cycles of che-motherapy. Patients with t(8;21) AML with a higher proportion of CD34*CD117dim cells had significantly worse clinical outcomes than those with a lower CD34*CD117dim proportion. Univariate and mul-tivariate analyses identified CD34*CD117dim proportion as an inde-pendent factor for poor disease outcome. Our study provides evidence for the multidimensional heterogeneity of t(8;21)AML and may offer new tools for future disease stratification.
Sequencing and bioinformatics analysis of the differentially expressed genes in herniated discs with or without calcification
INTERNATIONAL JOURNAL OF MOLECULAR MEDICINE
Authors: Shao, Jia; Yu, Miao; Jiang, Liang; Wu, Fengliang; Liu, Xiaoguang
Abstract
The purpose of this study was to detect the differentially expressed genes between ossified herniated discs and herniated discs without ossification. In addition, we sought to identify a few candidate genes and pathways by using bioinformatics analysis. We analyzed 6 samples each of ossified herniated discs (experimental group) and herniated discs without ossification (control group). Purified mRNA and cDNA extracted from the samples were subjected to sequencing. The NOISeq method was used to statistically identify the differentially expressed genes (DEGs) between the 2 groups. An in-depth analysis using bioinformatics tools based on the DEGs was performed using Gene Ontology (GO) enrichment, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment, and protein-protein interaction network analysis. The top 6 DEGs were verified using reverse transcription-quantitative polymerase chain reaction (RT-qPCR). A total of 132 DEGs was detected. A total of 129 genes in the ossified group were upregulated and 3 genes were found to be downregulated as compared to the control group. The top 3 cellular components in GO ontologies analysis were extracellular matrix components. GO functions were mainly related to the glycoprotein in the cell membrane and extracellular matrix. The GO process was related to completing response to stimulus, immune reflex and defense. The top 5 KEGG enrichment pathways were associated with infection and inflammation. Three of the top 20 DEGs [sclerostin (SOST), WNT inhibitory factor 1 (WIF1) and secreted frizzled related protein 4 (SFRP4)] were related to the inhibition of the Wnt pathway. The ossified discs exhibited a higher expression of the top 6 DEGs [SOST, joining chain of multimeric IgA and IgM (IGJ; also known as JCHAIN), defensin alpha 4 (DEFA4), SFRP4, proteinase 3 (PRTN3) and cathepsin G (CTSG)], with the associated P-values of 0.045, 0.000, 0.008, 0.010, 0.015 and 0.002, respectively, as calculated by the independent sample t-test. The gene expression profiling of the 2 groups revealed differential gene expression. Thus, our data suggest that Wnt pathway abnormality and local inflammation may be related to disc ossification.