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1.
Ups J Med Sci ; 1292024.
Article in English | MEDLINE | ID: mdl-38571887

ABSTRACT

The complex interplay between genetically diverse tumor cells and their microenvironment significantly influences cancer progression and therapeutic responses. This review highlights recent findings on cellular plasticity and heterogeneity within the breast cancer ecosystem, focusing on the roles of cancer-associated fibroblasts (CAFs) and tumor-associated macrophages (TAMs). We discuss evidence suggesting that breast cancer cells exhibit phenotypic plasticity driven by both intrinsic genetic factors and external microenvironmental cues, impacting treatment responses and disease recurrence. Moreover, single-cell RNA sequencing studies reveal diverse subtypes of CAFs and TAMs, each with distinct functional gene expression programs and spatial organization within the tumor microenvironment. Understanding the hierarchical relationships and niche cues governing cellular phenotypes offers new opportunities for targeted therapeutic interventions. By elucidating the organizational principles of the tumor ecosystem, future therapies may target phenotypic states or entire cellular niches, advancing precision medicine approaches in breast cancer treatment.


Subject(s)
Breast Neoplasms , Cancer-Associated Fibroblasts , Female , Humans , Breast Neoplasms/genetics , Cancer-Associated Fibroblasts/metabolism , Cancer-Associated Fibroblasts/pathology , Cell Plasticity , Neoplasm Recurrence, Local/metabolism , Neoplasm Recurrence, Local/pathology , Tumor Microenvironment/genetics
2.
Oncogene ; 43(15): 1113-1126, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38388711

ABSTRACT

Advanced breast cancers represent a major therapeutic challenge due to their refractoriness to treatment. Cancer-associated fibroblasts (CAFs) are the most abundant constituents of the tumor microenvironment and have been linked to most hallmarks of cancer. However, the influence of CAFs on therapeutic outcome remains largely unchartered. Here, we reveal that spatial coincidence of abundant CAF infiltration with malignant cells was associated with reduced estrogen receptor (ER)-α expression and activity in luminal breast tumors. Notably, CAFs mediated estrogen-independent tumor growth by selectively regulating ER-α signaling. Whereas most prototypical estrogen-responsive genes were suppressed, CAFs maintained gene expression related to therapeutic resistance, basal-like differentiation, and invasion. A functional drug screen in co-cultures identified effector pathways involved in the CAF-induced regulation of ER-α signaling. Among these, the Transforming Growth Factor-ß and the Janus kinase signaling cascades were validated as actionable targets to counteract the CAF-induced modulation of ER-α activity. Finally, genes that were downregulated in cancer cells by CAFs were predictive of poor response to endocrine treatment. In conclusion, our work reveals that CAFs directly control the luminal breast cancer phenotype by selectively modulating ER-α expression and transcriptional function, and further proposes novel targets to disrupt the crosstalk between CAFs and tumor cells to reinstate treatment response to endocrine therapy in patients.


Subject(s)
Breast Neoplasms , Cancer-Associated Fibroblasts , Female , Humans , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Cancer-Associated Fibroblasts/metabolism , Estrogen Receptor alpha/genetics , Estrogen Receptor alpha/metabolism , Estrogens/metabolism , Receptors, Estrogen/genetics , Receptors, Estrogen/metabolism , Signal Transduction , Tumor Microenvironment/genetics
3.
Breast Cancer Res ; 26(1): 11, 2024 01 16.
Article in English | MEDLINE | ID: mdl-38229104

ABSTRACT

BACKGROUND: Human breast cancer most frequently originates within a well-defined anatomical structure referred to as the terminal duct lobular unit (TDLU). This structure is endowed with its very own lobular fibroblasts representing one out of two steady-state fibroblast subtypes-the other being interlobular fibroblasts. While cancer-associated fibroblasts (CAFs) are increasingly appreciated as covering a spectrum of perturbed states, we lack a coherent understanding of their relationship-if any-with the steady-state fibroblast subtypes. To address this, we here established two autologous CAF lines representing inflammatory CAFs (iCAFs) and myofibroblast CAFs (myCAFs) and compared them with already established interlobular- and lobular fibroblasts with respect to their origin and impact on tumor formation. METHODS: Primary breast tumor-derived CAFs were transduced to express human telomerase reverse transcriptase (hTERT) and sorted into CD105low and CD105high populations using fluorescence-activated cell sorting (FACS). The two populations were tested for differentiation similarities to iCAF and myCAF states through transcriptome-wide RNA-Sequencing (RNA-Seq) including comparison to an available iCAF-myCAF cell state atlas. Inference of origin in interlobular and lobular fibroblasts relied on RNA-Seq profiles, immunocytochemistry and growth characteristics. Osteogenic differentiation and bone formation assays in culture and in vivo were employed to gauge for origin in bone marrow-derived mesenchymal stem cells (bMSCs). Functional characteristics were assessed with respect to contractility in culture and interaction with tumor cells in mouse xenografts. The cells' gene expression signatures were tested for association with clinical outcome of breast cancer patients using survival data from The Cancer Genome Atlas database. RESULTS: We demonstrate that iCAFs have properties in common with interlobular fibroblasts while myCAFs and lobular fibroblasts are related. None of the CAFs qualify as bMSCs as revealed by lack of critical performance in bone formation assays. Functionally, myCAFs and lobular fibroblasts are almost equally tumor promoting as opposed to iCAFs and interlobular fibroblasts. A myCAF gene signature is found to associate with poor breast cancer-specific survival. CONCLUSIONS: We propose that iCAFs and myCAFs originate in interlobular and lobular fibroblasts, respectively, and more importantly, that the tumor-promoting properties of lobular fibroblasts render the TDLU an epicenter for breast cancer evolution.


Subject(s)
Breast Neoplasms , Cancer-Associated Fibroblasts , Humans , Mice , Animals , Female , Breast Neoplasms/pathology , Osteogenesis , Fibroblasts/metabolism , Cancer-Associated Fibroblasts/pathology , Breast/pathology , Tumor Microenvironment
5.
J Natl Cancer Inst ; 115(1): 71-82, 2023 01 10.
Article in English | MEDLINE | ID: mdl-36083003

ABSTRACT

BACKGROUND: Cancer-associated fibroblasts (CAFs) are molecularly heterogeneous mesenchymal cells that interact with malignant cells and immune cells and confer anti- and protumorigenic functions. Prior in situ profiling studies of human CAFs have largely relied on scoring single markers, thus presenting a limited view of their molecular complexity. Our objective was to study the complex spatial tumor microenvironment of non-small cell lung cancer (NSCLC) with multiple CAF biomarkers, identify novel CAF subsets, and explore their associations with patient outcome. METHODS: Multiplex fluorescence immunohistochemistry was employed to spatially profile the CAF landscape in 2 population-based NSCLC cohorts (n = 636) using antibodies against 4 fibroblast markers: platelet-derived growth factor receptor-alpha (PDGFRA) and -beta (PDGFRB), fibroblast activation protein (FAP), and alpha-smooth muscle actin (αSMA). The CAF subsets were analyzed for their correlations with mutations, immune characteristics, and clinical variables as well as overall survival. RESULTS: Two CAF subsets, CAF7 (PDGFRA-/PDGFRB+/FAP+/αSMA+) and CAF13 (PDGFRA+/PDGFRB+/FAP-/αSMA+), showed statistically significant but opposite associations with tumor histology, driver mutations (tumor protein p53 [TP53] and epidermal growth factor receptor [EGFR]), immune features (programmed death-ligand 1 and CD163), and prognosis. In patients with early stage tumors (pathological tumor-node-metastasis IA-IB), CAF7 and CAF13 acted as independent prognostic factors. CONCLUSIONS: Multimarker-defined CAF subsets were identified through high-content spatial profiling. The robust associations of CAFs with driver mutations, immune features, and outcome suggest CAFs as essential factors in NSCLC progression and warrant further studies to explore their potential as biomarkers or therapeutic targets. This study also highlights multiplex fluorescence immunohistochemistry-based CAF profiling as a powerful tool for the discovery of clinically relevant CAF subsets.


Subject(s)
Cancer-Associated Fibroblasts , Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Humans , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , Receptor, Platelet-Derived Growth Factor beta/analysis , Receptor, Platelet-Derived Growth Factor beta/genetics , Receptor, Platelet-Derived Growth Factor beta/metabolism , Biomarkers, Tumor/metabolism , Fibroblasts/metabolism , Fibroblasts/pathology , Cancer-Associated Fibroblasts/metabolism , Mutation , Tumor Microenvironment
6.
Mol Oncol ; 16(2): 405-421, 2022 01.
Article in English | MEDLINE | ID: mdl-34018679

ABSTRACT

Pericytes conceivably play important roles in the tumour microenvironment of glioblastoma multiforme (GBM) by allowing for an aberrant vasculature and acting as a component in the perivascular niche that supports glioma stem-like cells. However, a lack of specific markers has hampered in-depth elucidation of the functional contribution of pericytes to GBM. This study provides a comprehensive computational biology approach to annotate pericyte marker genes in the GBM vasculature through integration of data from single-cell RNA-sequencing studies of both mouse and human tissue, as well as bulk tumour and healthy tissue gene expression data from patients with GBM. We identified distinct vascular- and immune-related gene expression programmes in tumour pericytes that we assessed for association with GBM characteristics and patient survival. Most compellingly, pericyte gene signatures that were upregulated in tumours compared with normal brain tissue were indicative of progression of low-grade gliomas into high-grade glioma, suggested by a markedly shorter overall survival. Our results underline the functional importance of tumour pericytes in low-grade glioma and may serve as a starting point for efforts for precision targeting of pericytes.


Subject(s)
Brain Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Glioblastoma/genetics , Pericytes/metabolism , Up-Regulation , Animals , Brain Neoplasms/pathology , DNA Modification Methylases/metabolism , DNA Repair Enzymes/metabolism , Disease Progression , Glioblastoma/pathology , Humans , Methylation , Mice , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods , Tumor Microenvironment , Tumor Suppressor Proteins/metabolism
7.
Int J Mol Sci ; 22(21)2021 Oct 27.
Article in English | MEDLINE | ID: mdl-34769052

ABSTRACT

A wide range of neurological manifestations have been associated with the development of COVID-19 following SARS-CoV-2 infection. However, the etiology of the neurological symptomatology is still largely unexplored. Here, we used state-of-the-art multiplexed immunostaining of human brains (n = 6 COVID-19, median age = 69.5 years; n = 7 control, median age = 68 years) and demonstrated that expression of the SARS-CoV-2 receptor ACE2 is restricted to a subset of neurovascular pericytes. Strikingly, neurological symptoms were exclusive to, and ubiquitous in, patients that exhibited moderate to high ACE2 expression in perivascular cells. Viral dsRNA was identified in the vascular wall and paralleled by perivascular inflammation, as signified by T cell and macrophage infiltration. Furthermore, fibrinogen leakage indicated compromised integrity of the blood-brain barrier. Notably, cerebrospinal fluid from additional 16 individuals (n = 8 COVID-19, median age = 67 years; n = 8 control, median age = 69.5 years) exhibited significantly lower levels of the pericyte marker PDGFRß in SARS-CoV-2-infected cases, indicative of disrupted pericyte homeostasis. We conclude that pericyte infection by SARS-CoV-2 underlies virus entry into the privileged central nervous system space, as well as neurological symptomatology due to perivascular inflammation and a locally compromised blood-brain barrier.


Subject(s)
Angiotensin-Converting Enzyme 2/metabolism , Brain/virology , COVID-19/physiopathology , Encephalitis, Viral/virology , Pericytes/virology , Angiotensin-Converting Enzyme 2/genetics , Animals , Blood-Brain Barrier , Brain/pathology , COVID-19/etiology , Case-Control Studies , Encephalitis, Viral/pathology , Fibrinogen/metabolism , Humans , Immunohistochemistry/methods , Mice , Pericytes/metabolism , Pericytes/pathology , Receptor, Platelet-Derived Growth Factor beta/cerebrospinal fluid
8.
Transl Oncol ; 14(8): 101149, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34118691

ABSTRACT

High-risk neuroblastoma has a poor prognosis despite intense treatment, demonstrating the need for new therapeutic strategies. Here we evaluated the effects of rigosertib (ON-01910.Na) in preclinical models of high-risk neuroblastoma. Among several hundred cancer cell lines representing 24 tumor types, neuroblastoma was the most sensitive to rigosertib. Treatment of MYCN-amplified neuroblastoma organoids resulted in organoid disintegration, decreased cell viability, and increased apoptotic cell death. Neuroblastoma response to rigosertib involved G2M cell cycle arrest and decreased phosphorylation of AKT (Ser473) and ERK1/2 (Thr202/Tyr204). Rigosertib delayed tumor growth and prolonged survival of mice carrying neuroblastoma MYCN-amplified PDX tumors (median survival: 31 days, treated; 22 days, vehicle) accompanied with increased apoptosis in treated tumors. We further identified vincristine and rigosertib as a potential promising drug combination treatment. Our results show that rigosertib might be a useful therapeutic agent for MYCN-amplified neuroblastomas, especially in combination with existing agents.

9.
J Exp Clin Cancer Res ; 40(1): 175, 2021 May 20.
Article in English | MEDLINE | ID: mdl-34016130

ABSTRACT

BACKGROUND: Cancer-associated fibroblasts (CAFs) comprise a heterogeneous population of stromal cells within the tumour microenvironment. CAFs exhibit both tumour-promoting and tumour-suppressing functions, making them exciting targets for improving cancer treatments. Careful isolation, identification, and characterisation of CAF heterogeneity is thus necessary for ex vivo validation and future implementation of CAF-targeted strategies in cancer. METHODS: Murine 4T1 (metastatic) and 4T07 (poorly/non-metastatic) orthotopic triple negative breast cancer tumours were collected after 7, 14, or 21 days. The tumours were analysed via flow cytometry for the simultaneous expression of six CAF markers: alpha smooth muscle actin (αSMA), fibroblast activation protein alpha (FAPα), platelet derived growth factor receptor alpha and beta (PDGFRα and PDGFRß), CD26/DPP4 and podoplanin (PDPN). All non-CAFs were excluded from the analysis using a lineage marker cocktail (CD24, CD31, CD45, CD49f, EpCAM, LYVE-1, and TER-119). In total 128 murine tumours and 12 healthy mammary fat pads were analysed. RESULTS: We have developed a multicolour flow cytometry strategy based on exclusion of non-CAFs and successfully employed this to explore the temporal heterogeneity of freshly isolated CAFs in the 4T1 and 4T07 mouse models of triple-negative breast cancer. Analysing 128 murine tumours, we identified 5-6 main CAF populations and numerous minor ones based on the analysis of αSMA, FAPα, PDGFRα, PDGFRß, CD26, and PDPN. All markers showed temporal changes with a distinct switch from primarily PDGFRα+ fibroblasts in healthy mammary tissue to predominantly PDGFRß+ CAFs in tumours. CD26+ CAFs emerged as a large novel subpopulation, only matched by FAPα+ CAFs in abundance. CONCLUSION: We demonstrate that multiple subpopulations of CAFs co-exist in murine triple negative breast cancer, and that the abundance and dynamics for each marker differ depending on tumour type and time. Our results form the foundation needed to isolate and characterise specific CAF populations, and ultimately provide an opportunity to therapeutically target specific CAF subpopulations.


Subject(s)
Breast Neoplasms/blood , Cancer-Associated Fibroblasts/metabolism , Animals , Cell Line, Tumor , Female , Flow Cytometry , Humans , Mice , Mice, Transgenic
10.
Sci Transl Med ; 12(562)2020 09 23.
Article in English | MEDLINE | ID: mdl-32967973

ABSTRACT

Neuroblastoma is a childhood malignancy with often dismal prognosis; relapse is common despite intense treatment. Here, we used human tumor organoids representing multiple MYCN-amplified high-risk neuroblastomas to perform a high-throughput drug screen with approved or emerging oncology drugs. Tumor-selective effects were calculated using drug sensitivity scores. Several drugs with previously unreported anti-neuroblastoma effects were identified by stringent selection criteria. ARRY-520, an inhibitor of kinesin spindle protein (KSP), was among those causing reduced viability. High expression of the KSP-encoding gene KIF11 was associated with poor outcome in neuroblastoma. Genome-scale loss-of-function screens in hundreds of human cancer cell lines across 22 tumor types revealed that KIF11 is particularly important for neuroblastoma cell viability. KSP inhibition in neuroblastoma patient-derived xenograft (PDX) cells resulted in the formation of abnormal monoastral spindles, mitotic arrest, up-regulation of mitosis-associated genes, and apoptosis. In vivo, KSP inhibition caused regression of MYCN-amplified neuroblastoma PDX tumors. Furthermore, treatment of mice harboring orthotopic neuroblastoma PDX tumors resulted in increased survival. Our results suggested that KSP inhibition could be a promising treatment strategy in children with high-risk neuroblastoma.


Subject(s)
Kinesins , Neuroblastoma , Animals , Apoptosis , Cell Line, Tumor , Kinesins/genetics , Mice , Neoplasm Recurrence, Local , Neuroblastoma/drug therapy
11.
Nat Commun ; 10(1): 3589, 2019 08 09.
Article in English | MEDLINE | ID: mdl-31399573

ABSTRACT

Overcoming cellular growth restriction, including the evasion of cellular senescence, is a hallmark of cancer. We report that PAK4 is overexpressed in all human breast cancer subtypes and associated with poor patient outcome. In mice, MMTV-PAK4 overexpression promotes spontaneous mammary cancer, while PAK4 gene depletion delays MMTV-PyMT driven tumors. Importantly, PAK4 prevents senescence-like growth arrest in breast cancer cells in vitro, in vivo and ex vivo, but is not needed in non-immortalized cells, while PAK4 overexpression in untransformed human mammary epithelial cells abrogates H-RAS-V12-induced senescence. Mechanistically, a PAK4 - RELB - C/EBPß axis controls the senescence-like growth arrest and a PAK4 phosphorylation residue (RELB-Ser151) is critical for RELB-DNA interaction, transcriptional activity and expression of the senescence regulator C/EBPß. These findings establish PAK4 as a promoter of breast cancer that can overcome oncogene-induced senescence and reveal a selective vulnerability of cancer to PAK4 inhibition.


Subject(s)
Breast Neoplasms/pathology , Transcription Factor RelB/metabolism , p21-Activated Kinases/metabolism , Animals , Breast/cytology , Breast/pathology , Breast Neoplasms/mortality , Cell Line, Tumor , Cellular Senescence/genetics , Epithelial Cells , Female , Gene Knockdown Techniques , Humans , Mammary Glands, Animal/pathology , Mammary Neoplasms, Experimental/genetics , Mammary Neoplasms, Experimental/pathology , Mice , Mice, Transgenic , Middle Aged , Primary Cell Culture , Prognosis , Xenograft Model Antitumor Assays , p21-Activated Kinases/genetics
12.
Angiogenesis ; 22(1): 117-131, 2019 02.
Article in English | MEDLINE | ID: mdl-30132150

ABSTRACT

Cancer cells sustain their metabolic needs through nutrients and oxygen supplied by the bloodstream. The requirement for tumor angiogenesis has been therapeutically exploited in the clinical setting mainly by means of inhibition of the vascular endothelial growth factor family of ligands and receptors. Despite promising results in preclinical models, the benefits for patients proved to be limited. Inadequate efficacy similarly halted the development of agents impinging on the activity of the activin receptor-like kinase (ALK)1, a member of the transforming growth factor-ß superfamily. Notwithstanding its characterization as an endothelial cell marker, the full spectrum of biological processes associated with ALK1 is essentially unexplored. Here, we present data revealing the genetic network associated with ACVRL1 (the gene encoding for ALK1) expression in human cancer tissues. Computational analysis unveiled a hitherto unknown role for ACVRL1 in relation to genes modulating the functionality of the immune cell compartment. Moreover, we generated a signature of 8 genes co-expressed with ACVRL1 across different tumor types and characterized the c-type lectin domain containing protein (CLEC)14A as a potential downstream target of ACVRL1. Considering the lack of reagents for ALK1 detection that has hampered the field to date, our work provides the opportunity to validate the 8-gene signature and CLEC14A as biomarkers for ALK1 activity. Ultimately, this may help revisit the clinical development of already existing ALK1-blocking compounds as precision medicines for cancer.


Subject(s)
Activin Receptors, Type II/immunology , Biomarkers, Tumor/immunology , Cell Adhesion Molecules/immunology , Gene Expression Regulation, Neoplastic/immunology , Lectins, C-Type/immunology , Neoplasms/immunology , Transcription, Genetic/immunology , Activin Receptors, Type II/genetics , Animals , Biomarkers, Tumor/genetics , Cell Adhesion Molecules/genetics , Female , Humans , Lectins, C-Type/genetics , Male , Mice , Neoplasms/genetics , Neoplasms/pathology
13.
Trends Cancer ; 4(7): 472-484, 2018 07.
Article in English | MEDLINE | ID: mdl-29937046

ABSTRACT

Renal cell carcinomas (RCCs) are a heterogeneous group of tumors derived from the epithelial cells of the nephron. In recent years the genetic landscape of these tumors has been detailed, leading to progress in mouse modeling of the human disease. In parallel, substantial advancements have been made in describing the transcriptional programs of normal nephron cell types and how they respond to renal insults. Integrating these research fields may provide a deeper understanding of renal tumor initiation and progression, and provide leads that can be conveyed into mouse models that faithfully recapitulate the different RCC subtypes. We summarize here the genetic lesions and molecular pathways that define RCC subtypes and discuss how these relate to cell-of-origin and renal repair programs.


Subject(s)
Carcinoma, Renal Cell/etiology , Kidney Neoplasms/etiology , Kidney/physiology , Animals , Humans
14.
Nat Med ; 24(4): 463-473, 2018 05.
Article in English | MEDLINE | ID: mdl-29529015

ABSTRACT

Breast tumors of the basal-like, hormone receptor-negative subtype remain an unmet clinical challenge, as there is high rate of recurrence and poor survival in patients following treatment. Coevolution of the malignant mammary epithelium and its underlying stroma instigates cancer-associated fibroblasts (CAFs) to support most, if not all, hallmarks of cancer progression. Here we delineate a previously unappreciated role for CAFs as determinants of the molecular subtype of breast cancer. We identified paracrine crosstalk between cancer cells expressing platelet-derived growth factor (PDGF)-CC and CAFs expressing the cognate receptors in human basal-like mammary carcinomas. Genetic or pharmacological intervention of PDGF-CC activity in mouse models of cancer resulted in conversion of basal-like breast cancers into a hormone receptor-positive state that enhanced sensitivity to endocrine therapy in previously resistant tumors. We conclude that specification of breast cancer to the basal-like subtype is under microenvironmental control and is therapeutically actionable.


Subject(s)
Breast Neoplasms/pathology , Lymphokines/metabolism , Paracrine Communication , Platelet-Derived Growth Factor/metabolism , Tumor Microenvironment , Animals , Biomarkers, Tumor/metabolism , Breast Neoplasms/blood supply , Cancer-Associated Fibroblasts/metabolism , Cell Line, Tumor , Cell Proliferation , Epithelial Cells/metabolism , Estrogen Receptor alpha/metabolism , Female , Fibrosis , Humans , Lymphokines/deficiency , Mice, Inbred C57BL , Middle Aged , Neovascularization, Pathologic/pathology , Platelet-Derived Growth Factor/deficiency , Prognosis , Proportional Hazards Models , Signal Transduction , Stromal Cells/pathology , Survival Analysis , Treatment Outcome
15.
Nat Genet ; 49(11): 1624-1632, 2017 Nov.
Article in English | MEDLINE | ID: mdl-28945253

ABSTRACT

The G-protein-coupled receptors LGR4, LGR5 and LGR6 are Wnt signaling mediators, but their functions in squamous cell carcinoma (SCC) are unclear. Using lineage tracing in Lgr5-EGFP-CreERT2/Rosa26-Tomato and Lgr6-EGFP-CreERT2/Rosa26-Tomato reporter mice, we demonstrate that Lgr6, but not Lgr5, acts as an epithelial stem cell marker in SCCs in vivo. We identify, by single-molecule in situ hybridization and cell sorting, rare cells positive for Lgr6 expression in immortalized keratinocytes and show that their frequency increases in advanced SCCs. Lgr6 expression is enriched in cells with stem cell characteristics, and Lgr6 downregulation in vivo causes increased epidermal proliferation with expanded lineage tracing from epidermal stem cells positive for Lgr6 expression. Surprisingly, mice with germline knockout of Lgr6 are predisposed to SCC development, through a mechanism that includes compensatory upregulation of Lgr5. These data provide a model for human patients with germline loss-of-function mutations in Wnt pathway genes, including RSPO1 or LGR4, who show increased susceptibility to squamous tumor development.


Subject(s)
Carcinoma, Squamous Cell/genetics , Gene Expression Regulation, Neoplastic , Keratinocytes/metabolism , Neoplastic Stem Cells/metabolism , Receptors, G-Protein-Coupled/genetics , Skin Neoplasms/genetics , Animals , Carcinoma, Squamous Cell/metabolism , Carcinoma, Squamous Cell/pathology , Cell Line, Transformed , Epidermis/metabolism , Epidermis/pathology , Humans , Keratinocytes/pathology , Mice , Mice, Transgenic , Neoplastic Stem Cells/pathology , RNA, Small Interfering/genetics , RNA, Small Interfering/metabolism , Receptors, G-Protein-Coupled/antagonists & inhibitors , Receptors, G-Protein-Coupled/metabolism , Signal Transduction , Skin Neoplasms/metabolism , Skin Neoplasms/pathology , Thrombospondins/genetics , Thrombospondins/metabolism
16.
Cell Rep ; 20(6): 1476-1489, 2017 08 08.
Article in English | MEDLINE | ID: mdl-28793269

ABSTRACT

Comprehensive transcriptome studies of cancers often rely on corresponding normal tissue samples to serve as a transcriptional reference. In this study, we performed in-depth analyses of normal kidney tissue transcriptomes from the TCGA and demonstrate that the histological variability in cellularity, inherent in the kidney architecture, lead to considerable transcriptional differences between samples. This should be considered when comparing expression profiles of normal and cancerous kidney tissues. We exploited these differences to define renal-cell-specific gene signatures and used these as a framework to analyze renal cell carcinoma (RCC) ontogeny. Chromophobe RCCs express FOXI1-driven genes that define collecting duct intercalated cells, whereas HNF-regulated genes, specific for proximal tubule cells, are an integral part of clear cell and papillary RCC transcriptomes. These networks may be used as a framework for understanding the interplay between genomic changes in RCC subtypes and the lineage-defining regulatory machinery of their non-neoplastic counterparts.


Subject(s)
Carcinoma, Renal Cell/metabolism , Gene Expression Regulation, Neoplastic , Kidney Neoplasms/metabolism , Nephrons/metabolism , Carcinoma, Renal Cell/classification , Carcinoma, Renal Cell/genetics , Forkhead Transcription Factors/genetics , Forkhead Transcription Factors/metabolism , Humans , Kidney Neoplasms/classification , Kidney Neoplasms/genetics , Nephrons/cytology , Transcriptome
17.
Sci Rep ; 7(1): 1334, 2017 05 02.
Article in English | MEDLINE | ID: mdl-28465505

ABSTRACT

Hypertension is a dominating risk factor for cardiovascular disease. To characterize the genomic response to hypertension, we administered vehicle or angiotensin II to mice and performed gene expression analyses. AngII treatment resulted in a robust increase in blood pressure and altered expression of 235 genes in the aorta, including Gucy1a3 and Gucy1b3 which encode subunits of soluble guanylyl cyclase (sGC). Western blotting and immunohistochemistry confirmed repression of sGC associated with curtailed relaxation via sGC activation. Analysis of transcription factor binding motifs in promoters of differentially expressed genes identified enrichment of motifs for RBPJ, a component of the Notch signaling pathway, and the Notch coactivators FRYL and MAML2 were reduced. Gain and loss of function experiments demonstrated that JAG/NOTCH signaling controls sGC expression together with MAML2 and FRYL. Reduced expression of sGC, correlating with differential expression of MAML2, in stroke prone and spontaneously hypertensive rats was also seen, and RNA-Seq data demonstrated correlations between JAG1, NOTCH3, MAML2 and FRYL and the sGC subunits GUCY1A3 and GUCY1B3 in human coronary artery. Notch signaling thus provides a constitutive drive on expression of the major nitric oxide receptor (GUCY1A3/GUCY1B3) in arteries from mice, rats, and humans, and this control mechanism is disturbed in hypertension.


Subject(s)
Aorta/metabolism , Hypertension/metabolism , Receptors, Notch/metabolism , Soluble Guanylyl Cyclase/metabolism , Angiotensin II/administration & dosage , Animals , Gene Expression , Humans , Hypertension/chemically induced , Hypertension/genetics , Mice, Inbred C57BL , RNA, Messenger/metabolism , Rats, Inbred WKY , Signal Transduction
18.
Oncotarget ; 7(51): 84314-84325, 2016 Dec 20.
Article in English | MEDLINE | ID: mdl-27741515

ABSTRACT

Angiogenesis occurs early in tumor development, sustains primary tumor growth and provides a route for metastatic escape. The TGF-ß family receptors modulate angiogenesis via endothelial-cell specific pathways. Here we investigate the interaction of two such receptors, ALK1 and endoglin, in pancreatic neuroendocrine tumors (PanNET). Independently, ALK1 and endoglin deficiencies exhibited genetically divergent phenotypes, while both highly correlate to an endothelial metagene in human and mouse PanNETs. A concurrent deficiency of both receptors synergistically decreased tumor burden to a greater extent than either individual knockdown. Furthermore, the knockout of Gdf2 (BMP9), the primary ligand for ALK1 and endoglin, exhibited a mixed phenotype from each of ALK1 and endoglin deficiencies; overall primary tumor burden decreased, but hepatic metastases increased. Tumors lacking BMP9 display a hyperbranching vasculature, and an increase in vascular mesenchymal-marker expression, which may be implicit in the increase in metastases. Taken together, our work cautions against singular blockade of BMP9 and instead demonstrates the utility of dual blockade of ALK1 and endoglin as a strategy for anti-angiogenic therapy in PanNET.


Subject(s)
Activin Receptors, Type I/genetics , Endoglin/genetics , Neovascularization, Pathologic/genetics , Neuroendocrine Tumors/genetics , Pancreatic Neoplasms/genetics , Transforming Growth Factor beta/genetics , Activin Receptors, Type I/deficiency , Activin Receptors, Type II , Animals , Endoglin/deficiency , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Growth Differentiation Factor 2/deficiency , Growth Differentiation Factor 2/genetics , Humans , Mice, Inbred C57BL , Mice, Knockout , Mice, Transgenic , Neovascularization, Pathologic/metabolism , Neuroendocrine Tumors/metabolism , Neuroendocrine Tumors/pathology , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/pathology , Signal Transduction/genetics , Transforming Growth Factor beta/metabolism , Tumor Burden/genetics
19.
Cell Rep ; 16(4): 1153-1165, 2016 07 26.
Article in English | MEDLINE | ID: mdl-27425619

ABSTRACT

Inherited germline polymorphisms can cause gene expression levels in normal tissues to differ substantially between individuals. We present an analysis of the genetic architecture of normal adult skin from 470 genetically unique mice, demonstrating the effect of germline variants, skin tissue location, and perturbation by exogenous inflammation or tumorigenesis on gene signaling pathways. Gene networks related to specific cell types and signaling pathways, including sonic hedgehog (Shh), Wnt, Lgr family stem cell markers, and keratins, differed at these tissue sites, suggesting mechanisms for the differential susceptibility of dorsal and tail skin to development of skin diseases and tumorigenesis. The Pten tumor suppressor gene network is rewired in premalignant tumors compared to normal tissue, but this response to perturbation is lost during malignant progression. We present a software package for expression quantitative trait loci (eQTL) network analysis and demonstrate how network analysis of whole tissues provides insights into interactions between cell compartments and signaling molecules.


Subject(s)
Carcinogenesis/genetics , Gene Expression/genetics , Inflammation/genetics , Inflammation/pathology , Skin Neoplasms/genetics , Skin Neoplasms/pathology , Skin/pathology , Animals , Carcinogenesis/pathology , Disease Progression , Gene Regulatory Networks/genetics , Genetic Predisposition to Disease/genetics , Germ Cells/physiology , Mice , Polymorphism, Genetic/genetics , Quantitative Trait Loci/genetics , Signal Transduction/genetics
20.
Proc Natl Acad Sci U S A ; 111(20): 7373-8, 2014 May 20.
Article in English | MEDLINE | ID: mdl-24785298

ABSTRACT

Homeodomain-interacting protein kinase 2 (Hipk2) has previously been implicated in the control of several transcription factors involved in embryonic development, apoptosis, cell proliferation, and tumor development, but very little is understood about the exact mechanisms through which Hipk2 influences these processes. Analysis of gene expression in normal tissues from genetically heterogeneous mouse or human populations can reveal network motifs associated with the structural or functional components of the tissue, and may predict roles for genes of unknown function. Here we have applied this network strategy to uncover a role for the Hipk2 gene in the transcriptional system controlling adipogenesis. Both in vitro and in vivo models were used to show that knockdown or loss of Hipk2 specifically inhibits white adipose cell differentiation and tissue development. In addition, loss of Hipk2 leads to induction of pockets of multilocular brown fat-like cells in remaining white adipose depots, which express markers of brown and beige fat such as uncoupling protein 1 and transmembrane protein 26. These changes are accompanied by increased insulin sensitivity in Hipk2 knockout mice and reduced high-fat diet-induced weight gain, highlighting a potential role for this kinase in diseases such as diabetes and obesity. Our study underscores the versatility and power of a readily available tissue, such as skin, for network modeling of systemic transcriptional programs involved in multiple pathways, including lipid metabolism and adipogenesis.


Subject(s)
Adipogenesis , Adipose Tissue, White/physiology , Carrier Proteins/physiology , Gene Expression Regulation , Protein Serine-Threonine Kinases/physiology , 3T3-L1 Cells , Adipocytes/cytology , Adipose Tissue, Brown/cytology , Animals , Apoptosis Regulatory Proteins/metabolism , Carrier Proteins/genetics , Cell Differentiation , DNA Fragmentation , Diet, High-Fat , Female , Insulin/metabolism , Male , Mammary Glands, Animal/metabolism , Mice , Mice, Knockout , Obesity/genetics , PPAR gamma/metabolism , Peroxisome Proliferator-Activated Receptor Gamma Coactivator 1-alpha , Protein Serine-Threonine Kinases/genetics , Transcription Factors/metabolism
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