Single cell RNA sequencing of distal lund epithelial cells generated from human induced pluripotent stem cells
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE152654 | GEO | 2021/06/01
REPOSITORIES: GEO
Similar Datasets
Project description:Lung adenocarcinoma is responsible for significant global mortality with limited effective treatments. Although some studies suggest that these tumors arise from alveolar epithelial type 2 cells (AEC2s), there is scant information regarding the early events that might occur in human AEC2s at the inception of oncogenesis. This limitation, is partially due to a lack of human model systems that recapitulate the initiation of oncogenesis in AEC2s. Unfortunately, primary AEC2s from patients are difficult to access in vivo or stably maintain in cell cultures. Hence, we sought to develop an in vitro system to model the early stages of oncogenesis utilizing human induced AEC2s (iAEC2s) generated through the directed differentiation of induced pluripotent stem cells (iPSCs). To this end, we selected a normal human iPSC line we have previously engineered to carry fluorochrome reporters targeted to lung epithelial-specific loci, NKX2-1GFP and SFTPCtdTomato that enable monitoring and purification of alveolar lung epithelial cells. To test the effects of adenocarcinoma oncogene induction in these cells, we targeted a third locus, AAVS1 using gene editing to engineer a doxycycline-inducible cassette encoding mutant KRASG12D, the most commonly found oncogene in lung adenocarcinomas. Successful induction of KRASG12D with doxycycline was demonstrated in both the targeted undifferentiated iPSCs as well as in the iAEC2s derived from these cells. We profiled the downstream effects of KRASG12D induction in iAEC2s, comparing dox vs vehicle exposed cells by cell counting, FACS for NKX2-1GFP/SFTPCtdTomato, RT-qPCR, deep proteomic and phosphoproteomic analyses, and scRNA-sequencing. Through this characterization, we found that induction of KRASG12D robustly activates MAPK signaling resulting in a shift of iAEC2s away from their mature alveolar program towards a distal lung epithelial progenitor phenotype. Successful modeling of lung adenocarcinoma with this model system has a variety of future applications, including testing unknown mechanisms for oncogenesis, discovery of novel biomarkers of disease, or development of new effective treatment methods through drug screening.
2022-02-15 | PXD019240 | Pride
Project description:We perform time-series global transcriptomic profiling of a directed differentiation protocol for generating alveolar epithelial type II cells (AEC2s) from pluripotent stem cells (PSCs). We analyzed 3 different timepoints in the RUES2 differentiation: 1) Day 0 undifferentiated cells, 2) Day 15 lung progenitors highly enriched in NKX2-1+ cells by CD47hi/CD26lo sorting, and 3) the outgrowth of these purified progenitors in 3D culture sorted again on Day 35 based on SFTPCtdTomato+ and SFTPCtdTomato- gating. For comparison to primary cells, we simultaneously sequenced RNA from purified primary fetal (21 week gestation) distal alveolar epithelial progenitors and purified adult human (HTII-280 sorted) AEC2s. In order to evaluate the effect of cell culture on primary fetal alveolar cells, parallel aliquots of the fetal cells were also exposed to 4 days of culture in DCI media. We find that AEC2 maturation involves downregulation of Wnt signaling activity, and that the highest differentially expressed transcripts in iPSC-derived AEC2s encode genes associated with lamellar body and surfactant biogenesis.
2019-09-19 | GSE131768 | GEO
Project description:We perform time-series global transcriptomic profiling of a directed differentiation protocol for generating alveolar epithelial type II cells (AEC2s) from pluripotent stem cells (PSCs). We analyzed 3 different timepoints in the RUES2 differentiation: 1) Day 0 undifferentiated cells, 2) Day 15 lung progenitors highly enriched in NKX2-1+ cells by CD47hi/CD26lo sorting, and 3) the outgrowth of these purified progenitors in 3D culture sorted again on Day 35 based on SFTPCtdTomato+ and SFTPCtdTomato- gating. For comparison to primary cells, we simultaneously sequenced RNA from purified primary fetal (21 week gestation) distal alveolar epithelial progenitors and purified adult human (HTII-280 sorted) AEC2s. In order to evaluate the effect of cell culture on primary fetal alveolar cells, parallel aliquots of the fetal cells were also exposed to 4 days of culture in DCI media. We find that AEC2 maturation involves downregulation of Wnt signaling activity, and that the highest differentially expressed transcripts in iPSC-derived AEC2s encode genes associated with lamellar body and surfactant biogenesis.
2019-09-24 | GSE137811 | GEO
Project description:We perform time-series global transcriptomic profiling of a directed differentiation protocol for generating alveolar epithelial type II cells (AEC2s) from pluripotent stem cells (PSCs). We analyzed 3 different timepoints in the RUES2 differentiation: 1) Day 0 undifferentiated cells, 2) Day 15 lung progenitors highly enriched in NKX2-1+ cells by CD47hi/CD26lo sorting, and 3) the outgrowth of these purified progenitors in 3D culture sorted again on Day 35 based on SFTPCtdTomato+ and SFTPCtdTomato- gating. For comparison to primary cells, we simultaneously sequenced RNA from purified primary fetal (21 week gestation) distal alveolar epithelial progenitors and purified adult human (HTII-280 sorted) AEC2s. In order to evaluate the effect of cell culture on primary fetal alveolar cells, parallel aliquots of the fetal cells were also exposed to 4 days of culture in DCI media. We find that AEC2 maturation involves downregulation of Wnt signaling activity, and that the highest differentially expressed transcripts in iPSC-derived AEC2s encode genes associated with lamellar body and surfactant biogenesis.
2017-10-03 | GSE96642 | GEO
Project description:Lung adenocarcinoma is responsible for significant global mortality with limited effective treatments. Although some studies suggest that these tumors arise from alveolar epithelial type 2 cells (AEC2s), there is scant information regarding the early events that might occur in human AEC2s at the inception of oncogenesis. This limitation, is partially due to a lack of human model systems that recapitulate the initiation of oncogenesis in AEC2s. Unfortunately, primary AEC2s from patients are difficult to access in vivo or stably maintain in cell cultures. Hence, we sought to develop an in vitro system to model the early stages of oncogenesis utilizing human induced AEC2s (iAEC2s) generated through the directed differentiation of induced pluripotent stem cells (iPSCs). To this end, we selected a normal human iPSC line we have previously engineered to carry fluorochrome reporters targeted to lung epithelial-specific loci, NKX2-1GFP and SFTPCtdTomato that enable monitoring and purification of alveolar lung epithelial cells. To test the effects of adenocarcinoma oncogene induction in these cells, we targeted a third locus, AAVS1 using gene editing to engineer a doxycycline-inducible cassette encoding mutant KRASG12D, the most commonly found oncogene in lung adenocarcinomas. Successful induction of KRASG12D with doxycycline was demonstrated in both the targeted undifferentiated iPSCs as well as in the iAEC2s derived from these cells. We profiled the downstream effects of KRASG12D induction in iAEC2s, comparing dox vs vehicle exposed cells by cell counting, FACS for NKX2-1GFP/SFTPCtdTomato, RT-qPCR, deep proteomic and phosphoproteomic analyses, and scRNA-sequencing. Through this characterization, we found that induction of KRASG12D robustly activates MAPK signaling resulting in a shift of iAEC2s away from their mature alveolar program towards a distal lung epithelial progenitor phenotype, indicated by the upregulation of lung progenitor and proliferation markers (e.g. SOX9, ETV4, LEF1, TM4SF1, MKI67, and TOP2A) while maintaining NKX2-1 expression, at the expense of mature alveolar markers (e.g. SFTPC, SFTPB, NAPSA, and LPCAT1). Successful modeling of lung adenocarcinoma with this model system has a variety of future applications, including testing unknown mechanisms for oncogenesis, discovery of novel biomarkers of disease, or development of new effective treatment methods through drug screening.
2020-09-07 | GSE150263 | GEO
Project description:It has been postulated that during human fetal development all cells of the lung epithelium derive from an embryonic endodermal NKX2-1+ precursor, however, this hypothesis has not been formally tested due to an inability to purify or track this theorized cell for detailed characterization. Progress has been made in deriving lung epithelial cells from human induced pluripotent stem cells (iPSCs). However, little is known about the heterogeneity or genetic programs of the cells generated using these lung differentiation protocols. We engineered and differentiated NKX2-1GFP reporter iPSCs in vitro, recapitulating the major developmental milestones of lung development, to generate and isolate human primordial lung progenitors (day 15 of differentiation) that expresses NKX2-1 but are initially devoid of markers of differentiated lung lineages. To further characterize the cells generated in the lung directed differentiation protocol we performed single cell RNA-seq analysis of cells on day 15 of lung directed differentiation. We analyzed sorted NKX2-1GFP+ cells for the iPSC line C17 and cells from the iPSC line BU3.
2017-05-02 | GSE96106 | GEO
Project description:We performed transcriptomic profiling of cells derived from human pluripotent stem cells (PSCs) using distal lung directed differentiation protocol previously described to generate alveolar type II epithelial-like cells (iAEC2s). We used the RUES2-STAG human embryonic stem cell line containing bi-fluorescently targeted ABCA3:GFP knock-in fusion reporter and SFTPCtdTomato knock-in reporter to potentially identify heterogenous iAEC2 populations and determine their gene expression profiles. On day 36 of differentiation, we sorted SFTPCtdTomato/ABCA3:GFP double positive (DP), ABCA3:GFP single positive (SP) and reporter double negative (DN) cells for transcriptomic analysis by bulk RNA sequencing. We found DN cells to be enriched in non-lung endodermal cells. Comparison between the reporter positive iAEC2 populations revealed high transcriptomic similarity with expression of canonical AEC2 transcripts in both the DP and SP cells. Analyses of differentially expressed transcript between the DP and SP cells revealed higher levels of surfactant and lamellar body-related transcripts in the DP cells. Moreover, we find enrichment of proliferative markers associated with cellular proliferation indicating the ABCA3:GFP single positive iAEC2s to potentially be a more proliferative subset of iAEC2s.
2021-06-01 | GSE152656 | GEO
Project description:It has been postulated that during human fetal development all cells of the lung epithelium derive from an embryonic endodermal NKX2-1+ precursor, however, this hypothesis has not been formally tested due to an inability to purify or track this theorized cell for detailed characterization. Here we engineer and developmentally differentiate NKX2-1GFP reporter pluripotent stem cells (PSCs) in vitro to generate and isolate a human primordial lung progenitor that expresses NKX2-1 but is initially devoid of markers of differentiated lung lineages. As these progenitors move through the earliest moments of lung lineage specification from definitive endoderm they can be imaged in real time or isolated for time-series global transcriptomic profiling. We performed microarray analysis of 5 timepoints of human iPSC to lung directed differentiation compared to week 21 human fetal lung and Neural NKX2-1+ cell controls. These profiles indicate that evolutionarily conserved, stage-dependent developmental gene signatures are expressed in primordial human lung progenitors. Using a TALEN-targeted fluorescent reporter to purify iPSC-derived lung progenitors (C17 NKX2-1GFP) we analyzed cells at major developmental time points in vitro (undifferentiated iPSC, definitive endoderm, anterior foregut endoderm and sorted NKX2-1GFP+ and NKX2-1GFP- cells on day 15 and day 28 of the protocol). We also differentiated NXK2-1GFP iPSC in a neural protocol and isolated neural NKX2-1GFP+ cells. Approximately 90% pure human fetal lung epithelial cells from week 21 embryos were used as controls.
2017-05-02 | GSE83310 | GEO
Project description:We performed proteomic and phosphoproteomic profiling of cells derived from human induced pluripotent stem cells (iPSCs) using our previously described distal lung directed differentiation protocol to generate alveolar epithelial type 2 cells (iAEC2s). We used the SPC2 human iPSC line and specifically the SPC2-ST-B2 (SFTPCtdT/WT) and SPC2-ST-C11 (SFTPCI73T/tdT) clones containing a SFTPCtdTomato knock-in reporter. SFTPCtdTomato+ cells were sorted on day 41 and again on day 79 of differentiation. iAEC2s were single-cell passaged in self-renewing 3D alveolosphere cultures approximately every 2 weeks through day 113. Live SFTPCtdTomato+ iAEC2s were sorted on day 113 and processed for mass spectrometry. We find that mutant (SFTPCI73T/tdT) iAEC2s display a less proliferative and more mature AEC2 phenotype compared to their corrected (SFTPCtdT/WT) counterparts with a concomitant upregulation of lysosomal and autophagy related pathways and activation of the NF-κB pathway in mutant cells.
2021-10-07 | PXD022334 | Pride
Project description:We perform transcriptomic profiling of cells derived from human induced pluripotent stem cells (iPSCs) using distal lung directed differentiation protocol previously described to generate alveolar type II epithelial-like cells (iAEC2s). We use the BU3 ABCA3:GFP iPSC line containing a GFP knock-in fluorescent reporter for the canonical AEC2 gene, ABCA3, to sort out pure populations of GFP positive and negative cells on day 31 of distal lung differentiation for bulk RNA sequencing analysis. We find canonical AEC2s transcripts as well as lamellar body-associated transcripts to be enriched in the ABCA3:GFP positive population suggestive of enrichment of AEC2 program. In contrast, we find non-lung endodermal lineages to be enriched in the ABCA3:GFP negative cells. Combined, these findings indicate the reliability of the ABCA3:GFP reporter in enriching iAEC2s in our in vitro distal lung directed differentiation protocol.
2021-06-01 | GSE152500 | GEO