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1.
Cancer Cell ; 39(11): 1531-1547.e10, 2021 11 08.
Article in English | MEDLINE | ID: mdl-34624218

ABSTRACT

Cancer-associated fibroblasts (CAFs) are highly heterogeneous. With the lack of a comprehensive understanding of CAFs' functional distinctions, it remains unclear how cancer treatments could be personalized based on CAFs in a patient's tumor. We have established a living biobank of CAFs derived from biopsies of patients' non-small lung cancer (NSCLC) that encompasses a broad molecular spectrum of CAFs in clinical NSCLC. By functionally interrogating CAF heterogeneity using the same therapeutics received by patients, we identify three functional subtypes: (1) robustly protective of cancers and highly expressing HGF and FGF7; (2) moderately protective of cancers and highly expressing FGF7; and (3) those providing minimal protection. These functional differences among CAFs are governed by their intrinsic TGF-ß signaling, which suppresses HGF and FGF7 expression. This CAF functional classification correlates with patients' clinical response to targeted therapies and also associates with the tumor immune microenvironment, therefore providing an avenue to guide personalized treatment.


Subject(s)
Cancer-Associated Fibroblasts/pathology , Carcinoma, Non-Small-Cell Lung/pathology , Fibroblast Growth Factor 7/genetics , Hepatocyte Growth Factor/genetics , Lung Neoplasms/pathology , Biopsy , Cancer-Associated Fibroblasts/chemistry , Carcinoma, Non-Small-Cell Lung/genetics , Drug Resistance, Neoplasm , Gene Expression Regulation, Neoplastic , Humans , Lung Neoplasms/genetics , Precision Medicine , Signal Transduction , Transforming Growth Factor beta/metabolism , Tumor Microenvironment , Up-Regulation
2.
Oncogene ; 38(37): 6399-6413, 2019 09.
Article in English | MEDLINE | ID: mdl-31324888

ABSTRACT

Evolved resistance to tyrosine kinase inhibitor (TKI)-targeted therapies remains a major clinical challenge. In epidermal growth factor receptor (EGFR) mutant non-small-cell lung cancer (NSCLC), failure of EGFR TKIs can result from both genetic and epigenetic mechanisms of acquired drug resistance. Widespread reports of histologic and gene expression changes consistent with an epithelial-to-mesenchymal transition (EMT) have been associated with initially surviving drug-tolerant persister cells, which can seed bona fide genetic mechanisms of resistance to EGFR TKIs. While therapeutic approaches targeting fully resistant cells, such as those harboring an EGFRT790M mutation, have been developed, a clinical strategy for preventing the emergence of persister cells remains elusive. Using mesenchymal cell lines derived from biopsies of patients who progressed on EGFR TKI as surrogates for persister populations, we performed whole-genome CRISPR screening and identified fibroblast growth factor receptor 1 (FGFR1) as the top target promoting survival of mesenchymal EGFR mutant cancers. Although numerous previous reports of FGFR signaling contributing to EGFR TKI resistance in vitro exist, the data have not yet been sufficiently compelling to instigate a clinical trial testing this hypothesis, nor has the role of FGFR in promoting the survival of persister cells been elucidated. In this study, we find that combining EGFR and FGFR inhibitors inhibited the survival and expansion of EGFR mutant drug-tolerant cells over long time periods, preventing the development of fully resistant cancers in multiple vitro models and in vivo. These results suggest that dual EGFR and FGFR blockade may be a promising clinical strategy for both preventing and overcoming EMT-associated acquired drug resistance and provide motivation for the clinical study of combined EGFR and FGFR inhibition in EGFR-mutated NSCLCs.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Drug Resistance, Neoplasm/drug effects , Epithelial-Mesenchymal Transition/drug effects , Lung Neoplasms , Protein Kinase Inhibitors/therapeutic use , Receptor, Fibroblast Growth Factor, Type 1/antagonists & inhibitors , Animals , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Cell Proliferation/drug effects , Cell Proliferation/genetics , Drug Resistance, Neoplasm/genetics , Epithelial-Mesenchymal Transition/genetics , ErbB Receptors/genetics , ErbB Receptors/physiology , Female , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Mice , Mice, Nude , Molecular Targeted Therapy , Mutation , Protein Kinase Inhibitors/pharmacology , RNA, Small Interfering/pharmacology , Receptor, Fibroblast Growth Factor, Type 1/genetics , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
3.
Cancer Discov ; 8(6): 714-729, 2018 06.
Article in English | MEDLINE | ID: mdl-29650534

ABSTRACT

The cornerstone of treatment for advanced ALK-positive lung cancer is sequential therapy with increasingly potent and selective ALK inhibitors. The third-generation ALK inhibitor lorlatinib has demonstrated clinical activity in patients who failed previous ALK inhibitors. To define the spectrum of ALK mutations that confer lorlatinib resistance, we performed accelerated mutagenesis screening of Ba/F3 cells expressing EML4-ALK. Under comparable conditions, N-ethyl-N-nitrosourea (ENU) mutagenesis generated numerous crizotinib-resistant but no lorlatinib-resistant clones harboring single ALK mutations. In similar screens with EML4-ALK containing single ALK resistance mutations, numerous lorlatinib-resistant clones emerged harboring compound ALK mutations. To determine the clinical relevance of these mutations, we analyzed repeat biopsies from lorlatinib-resistant patients. Seven of 20 samples (35%) harbored compound ALK mutations, including two identified in the ENU screen. Whole-exome sequencing in three cases confirmed the stepwise accumulation of ALK mutations during sequential treatment. These results suggest that sequential ALK inhibitors can foster the emergence of compound ALK mutations, identification of which is critical to informing drug design and developing effective therapeutic strategies.Significance: Treatment with sequential first-, second-, and third-generation ALK inhibitors can select for compound ALK mutations that confer high-level resistance to ALK-targeted therapies. A more efficacious long-term strategy may be up-front treatment with a third-generation ALK inhibitor to prevent the emergence of on-target resistance. Cancer Discov; 8(6); 714-29. ©2018 AACR.This article is highlighted in the In This Issue feature, p. 663.


Subject(s)
Anaplastic Lymphoma Kinase/genetics , Drug Resistance, Neoplasm , Lactams, Macrocyclic/administration & dosage , Lung Neoplasms/genetics , Mutation , Aminopyridines , Animals , Cell Line, Tumor , Crizotinib/administration & dosage , Crizotinib/pharmacology , Ethylnitrosourea/adverse effects , Female , Humans , Lactams , Lactams, Macrocyclic/pharmacology , Lung Neoplasms/chemically induced , Lung Neoplasms/drug therapy , Mice , Oncogene Proteins, Fusion/genetics , Protein Kinase Inhibitors/administration & dosage , Protein Kinase Inhibitors/pharmacology , Pyrazoles , Exome Sequencing , Xenograft Model Antitumor Assays
4.
Cell Rep ; 21(11): 3298-3309, 2017 Dec 12.
Article in English | MEDLINE | ID: mdl-29241554

ABSTRACT

Personalized cancer therapy is based on a patient's tumor lineage, histopathology, expression analyses, and/or tumor DNA or RNA analysis. Here, we aim to develop an in vitro functional assay of a patient's living cancer cells that could complement these approaches. We present methods for developing cell cultures from tumor biopsies and identify the types of samples and culture conditions associated with higher efficiency of model establishment. Toward the application of patient-derived cell cultures for personalized care, we established an immunofluorescence-based functional assay that quantifies cancer cell responses to targeted therapy in mixed cell cultures. Assaying patient-derived lung cancer cultures with this method showed promise in modeling patient response for diagnostic use. This platform should allow for the development of co-clinical trial studies to prospectively test the value of drug profiling on tumor-biopsy-derived cultures to direct patient care.


Subject(s)
Antineoplastic Agents/therapeutic use , Biomarkers, Tumor/genetics , Lung Neoplasms/drug therapy , Neoplasms/drug therapy , Precision Medicine/methods , Primary Cell Culture/methods , Acrylamides , Aminopyridines , Anaplastic Lymphoma Kinase , Aniline Compounds , Biomarkers, Tumor/metabolism , Biopsy , Crizotinib , ErbB Receptors/genetics , ErbB Receptors/metabolism , Erlotinib Hydrochloride/therapeutic use , Feeder Cells/cytology , Fluorescent Antibody Technique/methods , Gene Expression , High-Throughput Screening Assays , Humans , Keratin-18/genetics , Keratin-18/metabolism , Keratin-8/genetics , Keratin-8/metabolism , Lactams , Lactams, Macrocyclic/therapeutic use , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Mutation , Neoplasms/classification , Neoplasms/genetics , Neoplasms/pathology , Piperazines/therapeutic use , Pyrazoles/therapeutic use , Pyridines/therapeutic use , Receptor Protein-Tyrosine Kinases/genetics , Receptor Protein-Tyrosine Kinases/metabolism , Tumor Cells, Cultured
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