RNA-seq of LSC-like, non-LSC and Mature populations from human AML patient samples
Ontology highlight
ABSTRACT:
INSTRUMENT(S): NextSeq 550
ORGANISM(S): Homo sapiens
SUBMITTER: Aino-Maija Leppä
PROVIDER: E-MTAB-11976 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
Similar Datasets
Project description:The leukemia stem cell (LSC) populations of acute myeloid leukemia (AML) exhibit phenotypic, genetic and functional heterogeneity that contribute to therapy failure and relapse. Progress towards understanding the mechanistic basis for therapy resistance in LSCs has been hampered by difficulties in isolating cell fractions that enrich for the entire heterogeneous population of LSCs within individual AML samples. We previously reported that CD200 gene expression is upregulated in LSC-containing AML fractions. We demonstrate that CD200 is present on a greater proportion of CD45dim blasts compared to more differentiated CD45high cells in AML patient samples. In 75% of AML cases examined, CD200 was expressed on 10% of CD45dim blasts; of these, CD200 identified LSCs within the blast population in 90% of samples tested in xenotransplantation assays. Notably, CD200 expression captured both CD34- and CD34- LSCs within individual AML samples. Highly purified CD45dimCD200+ LSC-containing blasts were enriched in primitive HSC/progenitor-like signatures, while CD45dimCD200- nonengrafting blasts were enriched in myeloid-like signature. Moreover, analysis of CD45dimCD200+ blasts from NPM1-mutated AMLs also demonstrated an enrichment of primitive gene expression signatures compared to unfractionated (bulk) cells.
2020-10-10 | GSE159322 | GEO
Project description:The leukemia stem cell (LSC) populations of acute myeloid leukemia (AML) exhibit phenotypic, genetic and functional heterogeneity that contribute to therapy failure and relapse. Progress towards understanding the mechanistic basis for therapy resistance in LSCs has been hampered by difficulties in isolating cell fractions that enrich for the entire heterogeneous population of LSCs within individual AML samples. We previously reported that CD200 gene expression is upregulated in LSC-containing AML fractions. We demonstrate that CD200 is present on a greater proportion of CD45dim blasts compared to more differentiated CD45high cells in AML patient samples. In 75% of AML cases examined, CD200 was expressed on 10% of CD45dim blasts; of these, CD200 identified LSCs within the blast population in 90% of samples tested in xenotransplantation assays. Notably, CD200 expression captured both CD34- and CD34- LSCs within individual AML samples. Highly purified CD45dimCD200+ LSC-containing blasts were enriched in primitive HSC/progenitor-like signatures, while CD45dimCD200- nonengrafting blasts were enriched in myeloid-like signature. Moreover, analysis of CD45dimCD200+ blasts from NPM1-mutated AMLs also demonstrated an enrichment of primitive gene expression signatures compared to unfractionated (bulk) cells.
2020-10-10 | GSE159321 | GEO
Project description:The leukemia stem cell (LSC) populations of acute myeloid leukemia (AML) exhibit phenotypic, genetic and functional heterogeneity that contribute to therapy failure and relapse. Progress towards understanding the mechanistic basis for therapy resistance in LSCs has been hampered by difficulties in isolating cell fractions that enrich for the entire heterogeneous population of LSCs within individual AML samples. We previously reported that CD200 gene expression is upregulated in LSC-containing AML fractions. We demonstrate that CD200 is present on a greater proportion of CD45dim blasts compared to more differentiated CD45high cells in AML patient samples. In 75% of AML cases examined, CD200 was expressed on 10% of CD45dim blasts; of these, CD200 identified LSCs within the blast population in 90% of samples tested in xenotransplantation assays. Notably, CD200 expression captured both CD34- and CD34- LSCs within individual AML samples. Highly purified CD45dimCD200+ LSC-containing blasts were enriched in primitive HSC/progenitor-like signatures, while CD45dimCD200- nonengrafting blasts were enriched in myeloid-like signature. Moreover, analysis of CD45dimCD200+ blasts from NPM1-mutated AMLs also demonstrated an enrichment of primitive gene expression signatures compared to unfractionated (bulk) cells.
2020-10-10 | GSE159319 | GEO
Project description:Treatment resistance of leukemia stem cells (LSCs) and suppression of the autologous immune system represent major challenges to achieve a cure in acute myeloid leukemia (AML). Although AML blasts generally retain high levels of surface CD38 (CD38pos), LSCs are frequently enriched in the CD34posCD38neg blast fraction. Here, we report that IFNγ reduces LSCs clonogenic activity and induces CD38 upregulation in both CD38pos and CD38neg LSC-enriched blasts. IFNγ-induced CD38 upregulation depends on IRF-1 transcriptional activation of the CD38 promoter. To leverage this observation, we created a novel compact, single-chain CD38-CD3 T cell engager (BN-CD38) designed to promote an effective immunological synapse between both CD8 and CD4 T cells and CD38pos AML cells. We demonstrate that BN-CD38 engages autologous CD4pos and CD8pos T cells and CD38pos AML blasts leading to T cell activation and expansion and to the elimination of leukemia cells in an autologous setting. Importantly, BN-CD38 engagement induces the release of high levels of IFNγ, driving the expression of CD38 on CD34posCD38neg LSC-enriched blasts and their subsequent elimination. Critically, while BN-CD38 showed significant in vivo efficacy across multiple disseminated AML cell lines and patient derived xenograft models, it did not affect normal hematopoietic stem cell clonogenicity and the development of multi-lineage human immune cells in CD34pos humanized mice. Taken together, this study provides important insights to target and eliminate AML LSCs.
2024-01-27 | GSE253921 | GEO
Project description:Treatment resistance of leukemia stem cells (LSCs) and suppression of the autologous immune system represent major challenges to achieve a cure in acute myeloid leukemia (AML). Although AML blasts generally retain high levels of surface CD38 (CD38pos), LSCs are frequently enriched in the CD34posCD38neg blast fraction. Here, we report that IFNγ reduces LSCs clonogenic activity and induces CD38 upregulation in both CD38pos and CD38neg LSC-enriched blasts. IFNγ-induced CD38 upregulation depends on IRF-1 transcriptional activation of the CD38 promoter. To leverage this observation, we created a novel compact, single-chain CD38-CD3 T cell engager (BN-CD38) designed to promote an effective immunological synapse between both CD8 and CD4 T cells and CD38pos AML cells. We demonstrate that BN-CD38 engages autologous CD4pos and CD8pos T cells and CD38pos AML blasts leading to T cell activation and expansion and to the elimination of leukemia cells in an autologous setting. Importantly, BN-CD38 engagement induces the release of high levels of IFNγ, driving the expression of CD38 on CD34posCD38neg LSC-enriched blasts and their subsequent elimination. Critically, while BN-CD38 showed significant in vivo efficacy across multiple disseminated AML cell lines and patient derived xenograft models, it did not affect normal hematopoietic stem cell clonogenicity and the development of multi-lineage human immune cells in CD34pos humanized mice. Taken together, this study provides important insights to target and eliminate AML LSCs.
2024-01-27 | GSE253920 | GEO
Project description:Leukemic stem cells (LSC) might be the source for leukemic disease self-renewal and account for disease relapse after treatment, which makes them a critical target for further therapeutic options. Leukemia associated antigens (LAA) might be suitable structures to be attacked by immunotherapeutic agents. We performed primary AML sample enrichment and microarray studies to define LAA expression levels in AML. We compared the LAA expression in the enriched CD34+CD38- AML fraction to that of enriched HSC of healthy donors and AML bulk cells (CD34+CD38+, CD34-CD38+ and CD34-CD38). Furthermore, we investigated the expression patterns of co-stimulatory molecules in LSC, bulk AML cells and enriched HSC, Conclusion: We demonstrated the differential expression of several LAA in LSC, and their suitability as target structures. We enriched primary AML samples using CD34 and CD38 as markers to compare LAA expression levels of LSC, HSC and AML bulk. LAA expression profiles comparing LSC, HSC and leukemic bulk AML citation: Leukemic progenitor cells are susceptible to targeting by stimulated cytotoxic T cells against immunogenic leukemia-associated antigens Vanessa Schneider, Lu Zhang, Markus Rojewski, Natalie Fekete, Hubert Schrezenmeier, Alexander Erle, Lars Bullinger, Susanne Hofmann, Marlies Götz, Konstanze Döhner, Susann Ihme, Hartmut Döhner, Christian Buske, Michaela Feuring-Buske, Jochen Greiner
2015-04-23 | E-GEOD-68172 | biostudies-arrayexpress
Project description:Leukemic stem cells (LSC) might be the source for leukemic disease self-renewal and account for disease relapse after treatment, which makes them a critical target for further therapeutic options. Leukemia associated antigens (LAA) might be suitable structures to be attacked by immunotherapeutic agents. We performed primary AML sample enrichment and microarray studies to define LAA expression levels in AML. We compared the LAA expression in the enriched CD34+CD38- AML fraction to that of enriched HSC of healthy donors and AML bulk cells (CD34+CD38+, CD34-CD38+ and CD34-CD38). Furthermore, we investigated the expression patterns of co-stimulatory molecules in LSC, bulk AML cells and enriched HSC, Conclusion: We demonstrated the differential expression of several LAA in LSC, and their suitability as target structures. We enriched primary AML samples using CD34 and CD38 as markers to compare LAA expression levels of LSC, HSC and AML bulk.
2015-04-23 | GSE68172 | GEO
Project description:DNA Methyltransferase 3A (DNMT3A) is frequently mutated in various hematopoietic malignancies; however, the underlying oncogenic mechanisms remain elusive. Here, we report that DNMT3A mutational âhotspotâ at Arg882 (DNMT3A-R882H) cooperates with constitutively activated RAS in transforming murine hematopoietic stem/progenitor cells (HSPCs) ex vivo and inducing acute leukemias in vivo. DNMT3A-R882H potentiates aberrant transactivation of âstemnessâ gene expression programs, notably transcription factors Meis1, Hox-A, Mn1 and Mycn. Mechanistically, R882-mutated DNMT3A directly binds to cis-regulatory elements of these genes and induces focal CpG hypomethylation reminiscent of what was seen in human leukemias bearing DNMT3A R882 mutation. Furthermore, DNMT3A-R882H induced DNA hypomethylation facilitates gene enhancer/promoter activation and recruitment of Dot1l-associated transcription elongation machineries. Inactivation of Dot1l represses DNMT3AR882H-mediated stem cell gene dysregulation and acute leukemogenicity. In this dataset, we provided gene expression profiling data for (1) RH-RAS leukemia stem cells (RH-RAS LSCs), (2) LSCs transformed by MLL-AF9, (3) LSCs transformed by NUP98-JARID1A, and (4) Dot1l inhibitor-treated RH-RAS LSCs. Gene expression data were generated using Mouse Genome 430 2.0 Microarray (Affymetrix) for four independently derived RH-RAS LSC lines (termed as LSC RH-RAS #1, #2, #3 and #4), two RH-RAS LSC lines (LSC RH-RAS #1 and # 3) treated with 1 µM SGC0946 (a Dot1l-specific small-molecule inhibitor) for 4 days, one MLL-AF9-transformed progenitor line and three NUP98-JARID1A transformed progenitor lines.
2016-06-23 | E-GEOD-71439 | biostudies-arrayexpress
Project description:Acute myeloid leukemia is characterized by a minor fraction of primitive leukemia stem cells (LSCs) that sustain disease propagation and may be at the origin of late relapse. Yet, LSC contribution to early therapy resistance and AML regeneration remains controversial. We prospectively identified LSCs in NPM1-mutated AML patients and xenografts by means of a microRNA-126 reporter and single cell RNA sequencing, precisely discriminating LSCs from regenerating hematopoiesis, and assessed their longitudinal response to chemotherapy. We here show that chemotherapy resulted in distinct outcomes within AML subpopulations: while the bulk leukemia proliferated and differentiated with expression of oxidative-phosphorylation signatures, persisting miR-126high LSCs enforced protective stemness and dormancy features, along with a generalized inflammatory and senescence-associated response. miR-126high LSCs were enriched at diagnosis in patients with chemotherapy-refractory AML. We derived a novel miR-126high LSC transcriptional signature, which robustly stratified patients for overall survival in large AML cohorts, shining the spotlight on LSCs as determinants of early therapy resistance.
2023-02-06 | GSE185991 | GEO
Project description:Acute myeloid leukemia is characterized by a minor fraction of primitive leukemia stem cells (LSCs) that sustain disease propagation and may be at the origin of late relapse. Yet, LSC contribution to early therapy resistance and AML regeneration remains controversial. We prospectively identified LSCs in NPM1-mutated AML patients and xenografts by means of a microRNA-126 reporter and single cell RNA sequencing, precisely discriminating LSCs from regenerating hematopoiesis, and assessed their longitudinal response to chemotherapy. We here show that chemotherapy resulted in distinct outcomes within AML subpopulations: while the bulk leukemia proliferated and differentiated with expression of oxidative-phosphorylation signatures, persisting miR-126high LSCs enforced protective stemness and dormancy features, along with a generalized inflammatory and senescence-associated response. miR-126high LSCs were enriched at diagnosis in patients with chemotherapy-refractory AML. We derived a novel miR-126high LSC transcriptional signature, which robustly stratified patients for overall survival in large AML cohorts, shining the spotlight on LSCs as determinants of early therapy resistance.
2023-02-06 | GSE185834 | GEO