LKB1 drives stasis and C/EBP-mediated reprogramming to an alveolar type II fate in lung cancer
Ontology highlight
ABSTRACT:
INSTRUMENT(S): timsTOF Pro
ORGANISM(S): Mus Musculus (mouse)
TISSUE(S): Neoplastic Cell, Lung, Epithelial Cell
SUBMITTER: 
Janos Demeter
LAB HEAD: Jackson, Peter, K.
PROVIDER: PXD026738 | Pride | 2021-12-23
REPOSITORIES: Pride
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Project description:Background: LKB1 is among the most frequently altered tumor suppressors in lung adenocarcinoma. Inactivation of Lkb1 accelerates the growth and progression of oncogenic KRAS-driven lung tumors in mouse models. However, the molecular mechanisms by which LKB1 constrains lung tumorigenesis and whether the aggressive cancer state that stems from Lkb1 deficiency can be reverted remains unknown. Purpose: To determine whether the restoration of Lkb1 drives changes in cell state and/or abundance within established oncogenic KRAS-driven lung tumors. Approach: To control LKB1 function in vivo, we generated an Lkb1XTR allele, which enables Cre-mediated disruption of Lkb1 expression during tumor development and subsequent FLPo-ERT2-mediated reactivation of Lkb1 within established tumors. Lung tumors were initiated in KT;Lkb1XTR/XTR (non-restorable) and KT;Lkb1XTR/XTR;FLPo-ERT2 (restorable) mice with Lenti-Cre. Following tumor development, lung tumor-bearing were treated with either corn oil vehicle or tamoxifen for two weeks prior to isolating total viable cells by FACS for single cell RNA-seq. Results: Lkb1 restoration did not result in any dramatic changes in the relative abundance of stromal cell types beyond a significant increase in a rare population of putative mast cells. There was a marked shift in the epithelial compartment from an indeterminate state to an alveolar type II epithelial-like identity in response to Lkb1 restoration. Conclusions: The acute transcriptional response to Lkb1 restoration is largely limited to the neoplastic epithelial compartment.
2021-12-23 | GSE179501 | GEO
Project description:Background: LKB1 is among the most frequently altered tumor suppressors in lung adenocarcinoma. Inactivation of Lkb1 accelerates the growth and progression of oncogenic KRAS-driven lung tumors in mouse models. However, the molecular mechanisms by which LKB1 constrains lung tumorigenesis and whether the aggressive cancer state that stems from Lkb1 deficiency can be reverted remains unknown.Purpose: To assess the acute transcriptional response to Lkb1 restoration within established lung tumors in a genetically engineered mouse model of oncogenic KRAS-driven lung adenocarcinoma. Approach: To control LKB1 function in vivo, we generated an Lkb1XTR allele, which enables Cre-mediated disruption of Lkb1 expression during tumor development and subsequent FLPo-ERT2-mediated reactivation of Lkb1 within established tumors. Lung tumors were initiated in KrasLSL-G12D/+;R26LSL-tdTomato (KT; Lkb1 wild-type), KT;Lkb1XTR/XTR (non-restorable), and KT;Lkb1XTR/XTR;FLPo-ERT2 (restorable) mice with Lenti-Cre. Prior isolating neoplastic cells by FACS for gene expression profiling by RNA-seq, lung tumor-bearing were treated with either corn oil vehicle or tamoxifen for two weeks following tumor development. Results: Lkb1 restoration resulted in higher expression of markers of alveolar type II epithelial cells as well as gene sets relating to immunomodulation and lipid metabolism export, which are important functions of mature alveolar type II epithelial cells. Conclusions: LKB1 promotes the expression of C/EBP target genes and consequently drives features of alveolar type II epithelial cell differentiation.
2021-12-23 | GSE179500 | GEO
Project description:Background: LKB1 is among the most frequently altered tumor suppressors in lung adenocarcinoma. Inactivation of Lkb1 accelerates the growth and progression of oncogenic KRAS-driven lung tumors in mouse models. However, the molecular mechanisms by which LKB1 constrains lung tumorigenesis and whether the aggressive cancer state that stems from Lkb1 deficiency can be reverted remains unknown. By bulk gene expression profiling, Lkb1 restoration promotes the expression of markers and functions of alveolar type II cells, suggesting that LKB1 may govern a cell-state transition within the neoplastic epithelial compartment. Purpose: To determine whether the restoration of Lkb1 drives changes in cell state and/or abundance within established oncogenic KRAS-driven lung tumors. Approach: To control LKB1 function in vivo, we generated an Lkb1XTR allele, which enables Cre-mediated disruption of Lkb1 expression during tumor development and subsequent FLPo-ERT2-mediated reactivation of Lkb1 within established tumors. Lung tumors were initiated in KT;Lkb1XTR/XTR (non-restorable) and KT;Lkb1XTR/XTR;FLPo-ERT2 (restorable) mice with Lenti-Cre. Following tumor development, lung tumor-bearing were treated with either corn oil vehicle or tamoxifen for two weeks prior to isolating specifically neoplastic cells by FACS for single cell RNA-seq. Results: Single cell analysis revealed that the neoplastic epithelial compartment was composed of alveolar type I- and type II-like subpopulations, a Krt8+ transitional state, an actively proliferating subpopulations, and an indeterminate subpopulation partially resembling the alveolar type II-like identity. Dynamic inference analyses indicated that the indeterminate population represents an intermediate state along the alveolar type II to alveolar type I trans-differentiation trajectory. Notably, the indeterminate cluster was more proliferative than the alveolar type II-like subpopulation and exhibited higher expression of Sox9, which is a marker of distal lung epithelial progenitors. There was a marked shift in the epithelial compartment from the indeterminate state to alveolar type II epithelial-like identity in response to Lkb1 restoration. Conclusions: LKB1 governs the transition between a proliferative progenitor-like population and mature alveolar type II-like identity within oncogenic KRAS-driven lung tumors
2021-12-23 | GSE179502 | GEO
Project description:Background: LKB1 is among the most frequently altered tumor suppressors in lung adenocarcinoma. Despite being implicated in the regulation of a variety of cellular processes, the mechanisms by which LKB1 constrains lung tumor growth and progression remains an area of intense investigation. Purpose: To determine the extent of overlap in terms of the transcriptomic states arising from either Lkb1 deletion or Sik-targeting within cancer cells isolated from genetically engineered mouse models of oncogenic Kras-driven lung adenocarcinoma Approach: Cancer cells sorted from mouse lung tumors of defined genotypes were profiled by RNA-seq. Results: A strong overlap existed between Lkb1-deficient and Sik-targeted cancer cells both at the gene and pathways levels. Conclusions: Given the strong transcriptional overlap, loss of either Lkb1 or Sik appear to be functionally related.
2019-07-05 | GSE133895 | GEO
Project description:Background: LKB1 is among the most frequently altered tumor suppressors in lung adenocarcinoma. Inactivation of Lkb1 accelerates the growth and progression of oncogenic KRAS-driven lung tumors in mouse models. However, the molecular mechanisms by which LKB1 constrains lung tumorigenesis and whether the aggressive cancer state that stems from Lkb1 deficiency can be reverted remains unknown. Purpose: To assess the impact of CRISPR/Cas9-mediated targeting of a subset of LKB1-dependent genes and C/EBP factors on tumor size in the context of a genetically engineered mouse model of oncogenic KRAS-driven lung adenocarcinoma. Approach: Measurements of tumor size across genetic perturbations were obtained by tumor barcode sequencing (Tuba-seq; Rogers et al., 2017 Nature Methods). Briefly, lung tumors were initiated in KrasLSL-G12D/+;R26LSL-tdTomato (KT) and KT;H11LSL-Cas9 mice using a pool of Lenti-sgRNA/Cre vectors that are each modified with two-component barcodes composed of sgRNA-specific and clonal identifiers. This particular pool of Lenti-sgRNA/Cre vectors was composed of vectors targeting a series of LKB1-dependent genes as well a subset of C/EBP transciription factors. Following tumor development, the two-component lentiviral barcodes integrated within transduced populations were amplified from genomic DNA of whole-lung homogenates. The resulting amplicons were then subjected to next-generation sequencing. From the resulting reads, barcode pileups were generated and filtered prior to conversion to absolute numbers of neoplastic cells via normalization to spiked-in samples of known quantities of barcoded neoplastic cells. The resulting tumor size distributions were then analyzed by multiple statistical measures as described previously (Rogers et al., 2017 Nature Methods). Results: Targeting of Lkb1 dramatically increased lung tumor size relative to inert sgRNAs. Little to no impact on tumor size was observed upon targeting LKB1-dependent genes. However, simultaneous targeting of Cebpa/b/d resulted in a significant increase in tumor size. Conclusions: A subset of C/EBP transcription factors constrain oncogenic KRAS-driven lung tumor growth.
2021-12-23 | GSE179497 | GEO
Project description:Background: LKB1 is among the most frequently altered tumor suppressors in lung adenocarcinoma. Inactivation of Lkb1 accelerates the growth and progression of oncogenic KRAS-driven lung tumors in mouse models. However, the molecular mechanisms by which LKB1 constrains lung tumorigenesis and whether the aggressive cancer state that stems from Lkb1 deficiency can be reverted remains unknown. Restoration of Lkb1 in established lung tumors promotes the expression of C/EBP target genes as well as features of alveolar type II cell differentiation, which requires the activity of C/EBP transcription factors in the developmental setting. Purpose: To determine the extent to which the disruption of C/EBP transcription factors recapitulates the transcriptional changes induced by the inactivation of Lkb1.Approach: To assess the changes gene expression induced by CRISPR/Cas9-mediated disruption of either C/EBP transcription factors or Lkb1, we induced lung tumors in KrasLSL-G12D/+;R26LSL-tdTomato;H11LSL-Cas9 mice using Lenti-sgNeo1/sgNT/sgNeo2/Cre (sgInert), Lenti-sgLkb1/Cre (sgLkb1), or Lenti-sgCebpa/sgCebpb/sgCebpd/Cre (sgCebpa/b/d). Neoplastic cells were then isolated from lung tumors by FACS for gene expression profiling by RNA-seq. Results: The disruption of C/EBP transcription factors partially recapitulates the gene expression changes induced by Lkb1 inactivation. Among the genes that are jointly dependent upon C/EBP transcription factors and LKB1 is an enrichment of NKX2-1-dependent target genes. Conclusions: C/EBP transcription factors likely operate downstream of LKB1 in an indirect manner, collaborating with another key developmental regulator, NKX2-1, to enforce alveolar type II cell differentiation to constrain tumor growth.
2021-12-23 | GSE179558 | GEO
Project description:Background: LKB1 is among the most frequently altered tumor suppressors in lung adenocarcinoma. Inactivation of Lkb1 accelerates the growth and progression of oncogenic KRAS-driven lung tumors in mouse models. However, the molecular mechanisms by which LKB1 constrains lung tumorigenesis and whether the aggressive cancer state that stems from Lkb1 deficiency can be reverted remains unknown. Purpose: To ascertain the tumor-suppressive capacity C/EBP family members, including Cebpa, Cebpb, and Cebpd, through CRISPR/Cas9-mediated targeting in a genetically engineered mouse model of oncogenic KRAS-driven lung adenocarcinoma. Approach: Measurements of tumor size across genetic perturbations were obtained by tumor barcode sequencing (Tuba-seq; Rogers et al., 2017 Nature Methods). Briefly, lung tumors were initiated in KrasLSL-G12D/+;R26LSL-tdTomato (KT) and KT;H11LSL-Cas9 mice using a pool of Lenti-sgRNA/Cre vectors that are each modified with two-component barcodes composed of sgRNA-specific and clonal identifiers. This particular pool of Lenti-sgRNA/Cre vectors was composed of vectors targeting each of the three C/ebp paralogs individually, in pairwise combinations, and all three simultaneously. Following tumor development, the two-component lentiviral barcodes integrated within transduced populations were amplified from genomic DNA of whole-lung homogenates. The resulting amplicons were then subjected to next-generation sequencing. From the resulting reads, barcode pileups were generated and filtered prior to conversion to absolute numbers of neoplastic cells via normalization to spiked-in samples of known quantities of barcoded neoplastic cells. The resulting tumor size distributions were then analyzed by multiple statistical measures as described previously (Rogers et al., 2017 Nature Methods). Results: The targeting of Cebpa significantly increased tumor size relative to tumors initiated with vectors encoding inert sgRNAs (oncogenic KRAS only tumors). The targeting of Cebpb and Cebpd had no significant impact on tumor growth. There were no additive effects of knocking out additional paralogs on top of Cebpa. Conclusions: C/EBPa is the dominant tumor-suppressive paralog and there was no evidence of functional redundancy among C/EBPa, C/EBPb, and C/EBPd.
2021-12-23 | GSE179499 | GEO
Project description:Background: LKB1 is among the most frequently altered tumor suppressors in lung adenocarcinoma. Despite being implicated in the regulation of a variety of cellular processes, the mechanisms by which LKB1 constrains lung tumor growth and progression remains an area of intense investigation. Purpose: To assess the impact of CRISPR/Cas9-mediated targeting of the canonical substrates of Lkb1 on tumor size within the context of a genetically engineered mouse model of oncogenic Kras-driven lung adenocarcinoma. Approach: Comparisons of tumor size across genetic perturbations were conducting by measuring tumor sizes via tumor barcode sequencing (Rogers, et al. 2017 Nature Methods). Briefly, tumors were initiated in KrasLSL-G12D/+;R26LSL-Tomato, KrasLSL-G12D/+;Lkb1flox/flox;R26LSL-Tomato;H11LSL-Cas9, and KrasLSL-G12D/+;R26LSL-Tomato;H11LSL-Cas9 mice using a pool of Lenti-sgRNA/Cre vectors that encode a cassette comprised of an sgRNA-specific ID along with clonal identifier. Following, tumor development/progression, the two-component lentiviral cassettes integrated within transduced populations were amplified from genomic DNA extracted from whole lungs homogenates and subjected to next-generation sequencing. From the resulting reads, barcode pileups were generated and filtered prior to translation to absolute numbers of cancer cells via normalization to spiked-in samples of known quantities of cancer cells. The resultant tumor size distribution were then analyzed by multiple statistical measures as described by Rogers, et al. Results: Lkb1 targeting dramatically increased tumor size in the Kras-only setting relative to functionally inert sgRNAs. Unlike other families of Lkb1 substrates, the targeting of the salt inducible kinase (Sik) family increased tumor growth comparable to Lkb1 targeting. In contrast to targeting the paralogs Sik1 and Sik3 individually, dual targeting of Sik1 and Sik3 enhanced tumor growth. Sik targeting in the Lkb1-deficient setting also modestly increased tumor size whereas Lkb1 targeting had no effect. Conclusions: Siks are potent tumor suppressors belonging the family of canonical Lkb1 substrates. Siks retain some tumor-suppressive activity in the absence of Lkb1.
2019-07-03 | GSE133698 | GEO
Project description:Cancer genome sequencing has uncovered substantial complexity in the mutational landscape of tumors. Given this complexity, experimental approaches are necessary to establish the impact of combinations of genetic alterations on tumor biology and to uncover genotype-dependent effects on drug sensitivity. In lung adenocarcinoma, EGFR mutations co-occur with many putative tumor suppressor gene alterations, however the extent to which these alterations contribute to tumor growth and their response to therapy in vivo has not been explored experimentally. By integrating a novel mouse model of oncogenic EGFR-driven Trp53-deficient lung adenocarcinoma with multiplexed CRISPR–Cas9-mediated genome editing and tumor barcode sequencing, we quantified the effects of inactivation of ten putative tumor suppressor genes. Inactivation of Apc, Rb1, or Rbm10 most strongly promoted tumor growth. Unexpectedly, inactivation of Lkb1 or Setd2 – which were the strongest drivers of tumor growth in an oncogenic Kras-driven model – reduced EGFR-driven tumors growth. These results were consistent with the relative frequency of these tumor suppressor gene alterations in human EGFR and KRAS-driven lung adenocarcinomas. Furthermore, Keap1 inactivation reduced the sensitivity of tumors to osimertinib in the EGFRL858R;p53flox/flox model. Importantly, in human EGFR/TP53 mutant lung adenocarcinomas, mutations in the KEAP1 pathway correlated with decreased time on tyrosine kinase inhibitor treatment. Our study highlights how genetic alterations can have dramatically different biological consequences depending on the oncogenic context and that the fitness landscape can shift upon drug treatment.
2021-02-01 | GSE146550 | GEO
Project description:Oncogenic STAT3 functions are known in various malignancies. We found that STAT3 plays an unexpected tumor suppressive role in KRAS-mutant non-small-cell-lung cancer (NSCLC). In mice, tissue-specific inactivation of Stat3 resulted in increased Kras (G12D)-driven NSCLC initiation and malignant progression leading to markedly reduced survival. Clinically, low STAT3 expression levels correlate with poor survival in human lung adenocarcinoma patients with smoking history. Consistently, KRAS-mutant lung tumors showed reduced STAT3 levels. Mechanistically, we show that STAT3 controls NFκB-induced IL-8-expression by sequestering NFκB in the cytoplasm while IL-8 in turn regulates myeloid tumor infiltration and tumor vascularization thereby promoting tumor progression. These results identify a novel STAT3-NFκB-IL-8 axis in KRAS-mutant NSCLC with therapeutic and prognostic relevance WT: Control lung; KRAS: Lung tumors expressing KRAS G12D; KRAS STAT3 KO: Lung tumors expressing KRAS G12D- STAT3 deficient; tumors of four mice pooled per sample
2015-02-05 | E-GEOD-52798 | biostudies-arrayexpress