Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 29
Filter
1.
Cell ; 177(7): 1903-1914.e14, 2019 06 13.
Article in English | MEDLINE | ID: mdl-31031007

ABSTRACT

Xenograft cell transplantation into immunodeficient mice has become the gold standard for assessing pre-clinical efficacy of cancer drugs, yet direct visualization of single-cell phenotypes is difficult. Here, we report an optically-clear prkdc-/-, il2rga-/- zebrafish that lacks adaptive and natural killer immune cells, can engraft a wide array of human cancers at 37°C, and permits the dynamic visualization of single engrafted cells. For example, photoconversion cell-lineage tracing identified migratory and proliferative cell states in human rhabdomyosarcoma, a pediatric cancer of muscle. Additional experiments identified the preclinical efficacy of combination olaparib PARP inhibitor and temozolomide DNA-damaging agent as an effective therapy for rhabdomyosarcoma and visualized therapeutic responses using a four-color FUCCI cell-cycle fluorescent reporter. These experiments identified that combination treatment arrested rhabdomyosarcoma cells in the G2 cell cycle prior to induction of apoptosis. Finally, patient-derived xenografts could be engrafted into our model, opening new avenues for developing personalized therapeutic approaches in the future.


Subject(s)
Animals, Genetically Modified/metabolism , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Muscle Neoplasms , Rhabdomyosarcoma , Zebrafish/metabolism , Animals , Animals, Genetically Modified/genetics , Animals, Genetically Modified/immunology , Female , Heterografts , Humans , K562 Cells , Male , Muscle Neoplasms/drug therapy , Muscle Neoplasms/immunology , Muscle Neoplasms/metabolism , Muscle Neoplasms/pathology , Neoplasm Transplantation , Phthalazines/pharmacology , Piperazines/pharmacology , Rhabdomyosarcoma/drug therapy , Rhabdomyosarcoma/immunology , Rhabdomyosarcoma/metabolism , Rhabdomyosarcoma/pathology , Temozolomide/pharmacology , Xenograft Model Antitumor Assays , Zebrafish/genetics , Zebrafish/immunology
2.
Mol Cell ; 81(19): 4041-4058.e15, 2021 10 07.
Article in English | MEDLINE | ID: mdl-34624217

ABSTRACT

Deregulation of oncogenic signals in cancer triggers replication stress. Immediate early genes (IEGs) are rapidly and transiently expressed following stressful signals, contributing to an integrated response. Here, we find that the orphan nuclear receptor NR4A1 localizes across the gene body and 3' UTR of IEGs, where it inhibits transcriptional elongation by RNA Pol II, generating R-loops and accessible chromatin domains. Acute replication stress causes immediate dissociation of NR4A1 and a burst of transcriptionally poised IEG expression. Ectopic expression of NR4A1 enhances tumorigenesis by breast cancer cells, while its deletion leads to massive chromosomal instability and proliferative failure, driven by deregulated expression of its IEG target, FOS. Approximately half of breast and other primary cancers exhibit accessible chromatin domains at IEG gene bodies, consistent with this stress-regulatory pathway. Cancers that have retained this mechanism in adapting to oncogenic replication stress may be dependent on NR4A1 for their proliferation.


Subject(s)
Breast Neoplasms/metabolism , Cell Proliferation , Immediate-Early Proteins/metabolism , Mitosis , Neoplastic Cells, Circulating/metabolism , Nuclear Receptor Subfamily 4, Group A, Member 1/metabolism , 3' Untranslated Regions , Animals , Antineoplastic Agents/pharmacology , Binding Sites , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Cell Proliferation/drug effects , Chromatin Assembly and Disassembly , Female , Gene Expression Regulation, Neoplastic , Genomic Instability , HEK293 Cells , Humans , Immediate-Early Proteins/genetics , Indoles/pharmacology , MCF-7 Cells , Mice, Inbred NOD , Mice, SCID , Mitosis/drug effects , Neoplastic Cells, Circulating/drug effects , Neoplastic Cells, Circulating/pathology , Nuclear Receptor Subfamily 4, Group A, Member 1/antagonists & inhibitors , Nuclear Receptor Subfamily 4, Group A, Member 1/genetics , Phenylacetates/pharmacology , Proto-Oncogene Proteins c-fos/genetics , Proto-Oncogene Proteins c-fos/metabolism , R-Loop Structures , RNA Polymerase II/genetics , RNA Polymerase II/metabolism , Signal Transduction , Transcription Elongation, Genetic , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
3.
Breast Cancer Res Treat ; 201(1): 43-56, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37318638

ABSTRACT

PURPOSE: Metastatic hormone receptor-positive (HR+) breast cancer initially responds to serial courses of endocrine therapy, but ultimately becomes refractory. Elacestrant, a new generation FDA-approved oral selective estrogen receptor degrader (SERD) and antagonist, has demonstrated efficacy in a subset of women with advanced HR+breast cancer, but there are few patient-derived models to characterize its effect in advanced cancers with diverse treatment histories and acquired mutations. METHODS: We analyzed clinical outcomes with elacestrant, compared with endocrine therapy, among women who had previously been treated with a fulvestrant-containing regimen from the recent phase 3 EMERALD Study. We further modeled sensitivity to elacestrant, compared with the currently approved SERD, fulvestrant in patient-derived xenograft (PDX) models and cultured circulating tumor cells (CTCs). RESULTS: Analysis of the subset of breast cancer patients enrolled in the EMERALD study who had previously received a fulvestrant-containing regimen indicates that they had better progression-free survival with elacestrant than with standard-of-care endocrine therapy, a finding that was independent estrogen receptor (ESR1) gene mutations. We modeled elacestrant responsiveness using patient-derived xenograft (PDX) models and in ex vivo cultured CTCs derived from patients with HR+breast cancer extensively treated with multiple endocrine therapies, including fulvestrant. Both CTCs and PDX models are refractory to fulvestrant but sensitive to elacestrant, independent of mutations in ESR1 and Phosphatidylinositol-4,5-Bisphosphate 3-Kinase Catalytic Subunit Alpha (PIK3CA) genes. CONCLUSION: Elacestrant retains efficacy in breast cancer cells that have acquired resistance to currently available ER targeting therapies. Elacestrant may be an option for patients with HR+/HER2- breast cancer whose disease progressed on fulvestrant in the metastatic setting. TRANSLATIONAL RELEVANCE: Serial endocrine therapy is the mainstay of management for metastatic HR+breast cancer, but acquisition of drug resistance highlights the need for better therapies. Elacestrant is a recently FDA-approved novel oral selective estrogen receptor degrader (SERD), with demonstrated efficacy in the EMERALD phase 3 clinical trial of refractory HR+breast cancer. Subgroup analysis of the EMERALD clinical trial identifies clinical benefit with elacestrant in patients who had received prior fulvestrant independent of the mutational status of the ESR1 gene, supporting its potential utility in treating refractory HR+breast cancer. Here, we use pre-clinical models, including ex vivo cultures of circulating tumor cells and patient-derived xenografts, to demonstrate the efficacy of elacestrant in breast cancer cells with acquired resistance to fulvestrant.


Subject(s)
Breast Neoplasms , Neoplastic Cells, Circulating , Animals , Humans , Female , Fulvestrant , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Receptors, Estrogen , Estrogen Antagonists/therapeutic use , Disease Models, Animal , Antineoplastic Combined Chemotherapy Protocols/therapeutic use
4.
Proc Natl Acad Sci U S A ; 117(29): 16839-16847, 2020 07 21.
Article in English | MEDLINE | ID: mdl-32641515

ABSTRACT

Circulating tumor cell (CTC)-based liquid biopsies provide unique opportunities for cancer diagnostics, treatment selection, and response monitoring, but even with advanced microfluidic technologies for rare cell detection the very low number of CTCs in standard 10-mL peripheral blood samples limits their clinical utility. Clinical leukapheresis can concentrate mononuclear cells from almost the entire blood volume, but such large numbers and concentrations of cells are incompatible with current rare cell enrichment technologies. Here, we describe an ultrahigh-throughput microfluidic chip, LPCTC-iChip, that rapidly sorts through an entire leukapheresis product of over 6 billion nucleated cells, increasing CTC isolation capacity by two orders of magnitude (86% recovery with 105 enrichment). Using soft iron-filled channels to act as magnetic microlenses, we intensify the field gradient within sorting channels. Increasing magnetic fields applied to inertially focused streams of cells effectively deplete massive numbers of magnetically labeled leukocytes within microfluidic channels. The negative depletion of antibody-tagged leukocytes enables isolation of potentially viable CTCs without bias for expression of specific tumor epitopes, making this platform applicable to all solid tumors. Thus, the initial enrichment by routine leukapheresis of mononuclear cells from very large blood volumes, followed by rapid flow, high-gradient magnetic sorting of untagged CTCs, provides a technology for noninvasive isolation of cancer cells in sufficient numbers for multiple clinical and experimental applications.


Subject(s)
Cell Separation/methods , High-Throughput Screening Assays/methods , Microfluidics/methods , Neoplastic Cells, Circulating/classification , Cell Line, Tumor , Cell Separation/instrumentation , High-Throughput Screening Assays/instrumentation , Humans , Leukapheresis/methods , Magnetic Fields , Microfluidics/instrumentation
5.
Breast Cancer Res Treat ; 188(1): 43-52, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34101078

ABSTRACT

PURPOSE: Therapeutic efficacy of hormonal therapies to target estrogen receptor (ER)-positive breast cancer is limited by the acquisition of ligand-independent ESR1 mutations, which confer treatment resistance to aromatase inhibitors (AIs). Monitoring for the emergence of such mutations may enable individualized therapy. We thus assessed CTC- and ctDNA-based detection of ESR1 mutations with the aim of evaluating non-invasive approaches for the determination of endocrine resistance. PATIENTS AND METHODS: In a prospective cohort of 55 women with hormone receptor-positive metastatic breast cancer, we isolated circulating tumor cells (CTCs) and developed a high-sensitivity method for the detection of ESR1 mutations in these CTCs. In patients with sufficient plasma for the simultaneous extraction of circulating tumor DNA (ctDNA), we performed a parallel analysis of ESR1 mutations using multiplex droplet digital PCR (ddPCR) and examined the agreement between these two platforms. Finally, we isolated single CTCs from a subset of these patients and reviewed RNA expression to explore alternate methods of evaluating endocrine responsiveness. RESULTS: High-sensitivity ESR1 sequencing from CTCs revealed mono- and oligoclonal mutations in 22% of patients. These were concordant with plasma DNA sequencing in 95% of cases. Emergence of ESR1 mutations was correlated both with time to metastatic relapse and duration of AI therapy following such recurrence. The Presence of an ESR1 mutation, compared to ESR1 wild type, was associated with markedly shorter Progression-Free Survival on AI-based therapies (p = 0.0006), but unaltered to other non-AI-based therapies (p = 0.73). Compared with ESR1 mutant cases, AI-resistant CTCs with wild-type ESR1 showed an elevated ER-coactivator RNA signature, consistent with their predicted response to second-line hormonal therapies. CONCLUSION: Blood-based serial monitoring may guide the selection of precision therapeutics for women with AI-resistant ER-positive breast cancer.


Subject(s)
Breast Neoplasms , Circulating Tumor DNA , Neoplastic Cells, Circulating , Estrogen Receptor alpha/genetics , Female , Genotype , Humans , Mutation , Neoplasm Recurrence, Local , Prospective Studies
6.
BMC Cancer ; 19(1): 1181, 2019 Dec 03.
Article in English | MEDLINE | ID: mdl-31796022

ABSTRACT

BACKGROUND: While colorectal cancer (CRC) patients with localized disease have a favorable prognosis, the five-year-survival rate in patients with distant spread is still below 15%. Hence, a detailed understanding of the mechanisms regulating metastasis formation is essential to develop therapeutic strategies targeting metastasized CRC. The notch pathway has been shown to be involved in the metastatic spread of various tumor entities; however, the impact of its target gene HEYL remains unclear so far. METHODS: In this study, we functionally assessed the association between high HEYL expression and metastasis formation in human CRC. Therefore, we lentivirally overexpressed HEYL in two human patient-derived CRC cultures differing in their spontaneous metastasizing capacity and analyzed metastasis formation as well as tumor cell dissemination into the bone marrow after xenotransplantation into NOD.Cg-Prkdcscid Il2rgtm1Wjl/SzJ (NSG) mice. RESULTS: HEYL overexpression decreased tumor cell dissemination and the absolute numbers of formed metastases in a sub-renal capsular spontaneous metastasis formation model, addressing all steps of the metastatic cascade. In contrast, metastatic capacity was not decreased following intrasplenic xenotransplantation where the cells are placed directly into the blood circulation. CONCLUSION: These results suggest that HEYL negatively regulates metastasis formation in vivo presumably by inhibiting intravasation of metastasis-initiating cells.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/metabolism , Bone Marrow Neoplasms/secondary , Colorectal Neoplasms/pathology , Repressor Proteins/metabolism , Spheroids, Cellular/pathology , Animals , Basic Helix-Loop-Helix Transcription Factors/genetics , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Bone Marrow Neoplasms/genetics , Bone Marrow Neoplasms/metabolism , Cell Line, Tumor , Cell Proliferation/physiology , Colorectal Neoplasms/genetics , Colorectal Neoplasms/metabolism , Female , Heterografts , Humans , Male , Mice , Mice, Inbred NOD , Mice, SCID , Receptor, Notch1/metabolism , Repressor Proteins/genetics , Spheroids, Cellular/metabolism
7.
Int J Cancer ; 140(6): 1356-1363, 2017 03 15.
Article in English | MEDLINE | ID: mdl-27935045

ABSTRACT

Patient-derived cancer xenografts (PDX) are widely used to identify and evaluate novel therapeutic targets, and to test therapeutic approaches in preclinical mouse avatar trials. Despite their widespread use, potential caveats of PDX models remain considerably underappreciated. Here, we demonstrate that EBV-associated B-lymphoproliferations frequently develop following xenotransplantation of human colorectal and pancreatic carcinomas in highly immunodeficient NOD.Cg-Prkdcscid Il2rgtm1Wjl /SzJ (NSG) mice (18/47 and 4/37 mice, respectively), and in derived cell cultures in vitro. Strikingly, even PDX with carcinoma histology can host scarce EBV-infected B-lymphocytes that can fully overgrow carcinoma cells during serial passaging in vitro and in vivo. As serial xenografting is crucial to expand primary tumor tissue for biobanks and cohorts for preclinical mouse avatar trials, the emerging dominance of B-lymphoproliferations in serial PDX represents a serious confounding factor in these models. Consequently, repeated phenotypic assessments of serial PDX are mandatory at each expansion step to verify "bona fide" carcinoma xenografts.


Subject(s)
B-Lymphocytes/transplantation , Carcinoma, Pancreatic Ductal/pathology , Colorectal Neoplasms/pathology , Epstein-Barr Virus Infections/pathology , Lymphoproliferative Disorders/etiology , Pancreatic Neoplasms/pathology , Subrenal Capsule Assay , Animals , Antigens, Neoplasm/analysis , B-Lymphocytes/pathology , B-Lymphocytes/virology , Carcinoma, Pancreatic Ductal/immunology , Carcinoma, Pancreatic Ductal/virology , Cell Division , Colorectal Neoplasms/immunology , Colorectal Neoplasms/virology , Culture Media, Serum-Free , Epstein-Barr Virus Infections/immunology , Heterografts/immunology , Heterografts/pathology , Humans , Immunocompromised Host , Leukocyte Common Antigens/analysis , Lymphoproliferative Disorders/pathology , Lymphoproliferative Disorders/virology , Mice , Mice, Inbred NOD , Organ Specificity , Pancreatic Neoplasms/immunology , Pancreatic Neoplasms/virology , Spheroids, Cellular , Subrenal Capsule Assay/methods
8.
bioRxiv ; 2024 Mar 14.
Article in English | MEDLINE | ID: mdl-38559183

ABSTRACT

Circulating Tumor Cells (CTCs), interrogated by sampling blood from patients with cancer, contain multiple analytes, including intact RNA, high molecular weight DNA, proteins, and metabolic markers. However, the clinical utility of tumor cell-based liquid biopsy has been limited since CTCs are very rare, and current technologies cannot process the blood volumes required to isolate a sufficient number of tumor cells for in-depth assays. We previously described a high-throughput microfluidic prototype utilizing high-flow channels and amplification of cell sorting forces through magnetic lenses. Here, we apply this technology to analyze patient-derived leukapheresis products, interrogating a mean blood volume of 5.83 liters from patients with metastatic cancer, with a median of 2,799 CTCs purified per patient. Isolation of many CTCs from individual patients enables characterization of their morphological and molecular heterogeneity, including cell and nuclear size and RNA expression. It also allows robust detection of gene copy number variation, a definitive cancer marker with potential diagnostic applications. High-volume microfluidic enrichment of CTCs constitutes a new dimension in liquid biopsies.

9.
Cell Rep ; 42(3): 112129, 2023 03 28.
Article in English | MEDLINE | ID: mdl-36821441

ABSTRACT

TGF-ß induces senescence in embryonic tissues. Whether TGF-ß in the hypoxic tumor microenvironment (TME) induces senescence in cancer and how the ensuing senescence-associated secretory phenotype (SASP) remodels the cellular TME to influence immune checkpoint inhibitor (ICI) responses are unknown. We show that TGF-ß induces a deeper senescent state under hypoxia than under normoxia; deep senescence correlates with the degree of E2F suppression and is marked by multinucleation, reduced reentry into proliferation, and a distinct 14-gene SASP. Suppressing TGF-ß signaling in tumors in an immunocompetent mouse lung cancer model abrogates endogenous senescent cells and suppresses the 14-gene SASP and immune infiltration. Untreated human lung cancers with a high 14-gene SASP display immunosuppressive immune infiltration. In a lung cancer clinical trial of ICIs, elevated 14-gene SASP is associated with increased senescence, TGF-ß and hypoxia signaling, and poor progression-free survival. Thus, TME-induced senescence may represent a naturally occurring state in cancer, contributing to an immune-suppressive phenotype associated with immune therapy resistance.


Subject(s)
Lung Neoplasms , Transforming Growth Factor beta , Mice , Animals , Humans , Phenotype , Disease Models, Animal , Cellular Microenvironment , Tumor Microenvironment , Cellular Senescence/physiology
10.
medRxiv ; 2023 Sep 29.
Article in English | MEDLINE | ID: mdl-37808694

ABSTRACT

While the development of multiple primary tumors in smokers with lung cancer can be attributed to carcinogen-induced field cancerization, the occurrence of multiple primary tumors in individuals with EGFR-mutant lung cancer who lack known environmental exposures remains unexplained. We identified ten patients with early-stage, resectable non-small cell lung cancer who presented with multiple anatomically distinct EGFR-mutant tumors. We analyzed the phylogenetic relationships among multiple tumors from each patient using whole exome sequencing (WES) and hypermutable poly-guanine (poly-G) repeat genotyping, as orthogonal methods for lineage tracing. In two patients, we identified germline EGFR variants, which confer moderately enhanced signaling when modeled in vitro. In four other patients, developmental mosaicism is supported by the poly-G lineage tracing and WES, indicating a common non-germline cell-of-origin. Thus, developmental mosaicism and germline variants define two distinct mechanisms of genetic predisposition to multiple EGFR-mutant primary tumors, with implications for understanding their etiology and clinical management.

11.
JCO Precis Oncol ; 7: e2200532, 2023 05.
Article in English | MEDLINE | ID: mdl-37141550

ABSTRACT

PURPOSE: For patients with hormone receptor-positive (HR+), human epidermal growth factor receptor 2-negative (HER2-) metastatic breast cancer (MBC), first-line treatment is endocrine therapy (ET) plus cyclin-dependent kinase 4/6 inhibition (CDK4/6i). After disease progression, which often comes with ESR1 resistance mutations (ESR1-MUT), which therapies to use next and for which patients are open questions. An active area of exploration is treatment with further CDK4/6i, particularly abemaciclib, which has distinct pharmacokinetic and pharmacodynamic properties compared with the other approved CDK4/6 inhibitors, palbociclib and ribociclib. We investigated a gene panel to prognosticate abemaciclib susceptibility in patients with ESR1-MUT MBC after palbociclib progression. METHODS: We examined a multicenter retrospective cohort of patients with ESR1-MUT MBC who received abemaciclib after disease progression on ET plus palbociclib. We generated a panel of CDK4/6i resistance genes and compared abemaciclib progression-free survival (PFS) in patients without versus with mutations in this panel (CDKi-R[-] v CDKi-R[+]). We studied how ESR1-MUT and CDKi-R mutations affect abemaciclib sensitivity of immortalized breast cancer cells and patient-derived circulating tumor cell lines in culture. RESULTS: In ESR1-MUT MBC with disease progression on ET plus palbociclib, the median PFS was 7.0 months for CDKi-R(-) (n = 17) versus 3.5 months for CDKi-R(+) (n = 11), with a hazard ratio of 2.8 (P = .03). In vitro, CDKi-R alterations but not ESR1-MUT induced abemaciclib resistance in immortalized breast cancer cells and were associated with resistance in circulating tumor cells. CONCLUSION: For ESR1-MUT MBC with resistance to ET and palbociclib, PFS on abemaciclib is longer for patients with CDKi-R(-) than CDKi-R(+). Although a small and retrospective data set, this is the first demonstration of a genomic panel associated with abemaciclib sensitivity in the postpalbociclib setting. Future directions include testing and improving this panel in additional data sets, to guide therapy selection for patients with HR+/HER2- MBC.


Subject(s)
Breast Neoplasms , Humans , Female , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Cyclin-Dependent Kinase 4/genetics , Retrospective Studies , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , Disease Progression
12.
BMC Mol Biol ; 13: 28, 2012 Sep 14.
Article in English | MEDLINE | ID: mdl-22978699

ABSTRACT

BACKGROUND: GAD65 (Glutamic acid decarboxylase 65 KDa isoform) is one of the most important auto-antigens involved in Type 1 diabetes induction. Although it serves as one of the first injury markers of ß-islets, the mechanisms governing GAD65 expression remain poorly understood. Since the regulation of GAD65 is crucial for the proper functioning of insulin secreting cells, we investigated the stress induced regulation of GAD65 transcription. RESULTS: The present study shows that SMAR1 regulates GAD65 expression at the transcription level. Using a novel protein-DNA pull-down assay, we show that SMAR1 binding is very specific to GAD65 promoter but not to the other isoform, GAD67. We show that Streptozotocin (STZ) mediated DNA damage leads to upregulation of SMAR1 and p53 expression, resulting in elevated levels of GAD65, in both cell lines as well as mouse ß-islets. SMAR1 and p53 act synergistically to up-regulate GAD65 expression upon STZ treatment. CONCLUSION: We propose a novel mechanism of GAD65 regulation by synergistic activities of SMAR1 and p53.


Subject(s)
Cell Cycle Proteins/metabolism , DNA Damage , DNA-Binding Proteins/metabolism , DNA/metabolism , Gene Expression Regulation, Enzymologic/drug effects , Glutamate Decarboxylase/metabolism , Nuclear Proteins/metabolism , Streptozocin/pharmacology , Tumor Suppressor Protein p53/metabolism , Animals , Base Sequence , Cell Line , Chromatin Immunoprecipitation , DNA Primers/genetics , Electrophoretic Mobility Shift Assay , Flow Cytometry , Gene Expression Regulation, Enzymologic/genetics , Glutamate Decarboxylase/genetics , Immunoblotting , Luciferases , Mice , Molecular Sequence Data , Promoter Regions, Genetic/genetics , Protein Isoforms/metabolism , Sequence Alignment
13.
Cancer Res ; 82(6): 1084-1097, 2022 03 15.
Article in English | MEDLINE | ID: mdl-35045985

ABSTRACT

Cancer therapy often results in heterogeneous responses in different metastatic lesions in the same patient. Inter- and intratumor heterogeneity in signaling within various tumor compartments and its impact on therapy are not well characterized due to the limited sensitivity of single-cell proteomic approaches. To overcome this barrier, we applied single-cell mass cytometry with a customized 26-antibody panel to PTEN-deleted orthotopic prostate cancer xenograft models to measure the evolution of kinase activities in different tumor compartments during metastasis or drug treatment. Compared with primary tumors and circulating tumor cells (CTC), bone metastases, but not lung and liver metastases, exhibited elevated PI3K/mTOR signaling and overexpressed receptor tyrosine kinases (RTK) including c-MET protein. Suppression of c-MET impaired tumor growth in the bone. Intratumoral heterogeneity within tumor compartments also arose from highly proliferative EpCAM-high epithelial cells with increased PI3K and mTOR kinase activities coexisting with poorly proliferating EpCAM-low mesenchymal populations with reduced kinase activities; these findings were recapitulated in epithelial and mesenchymal CTC populations in patients with metastatic prostate and breast cancer. Increased kinase activity in EpCAM-high cells rendered them more sensitive to PI3K/mTOR inhibition, and drug-resistant EpCAM-low populations with reduced kinase activity emerged over time. Taken together, single-cell proteomics indicate that microenvironment- and cell state-dependent activation of kinase networks create heterogeneity and differential drug sensitivity among and within tumor populations across different sites, defining a new paradigm of drug responses to kinase inhibitors. SIGNIFICANCE: Single-cell mass cytometry analyses provide insights into the differences in kinase activities across tumor compartments and cell states, which contribute to heterogeneous responses to targeted therapies.


Subject(s)
Prostatic Neoplasms , Proteomics , Animals , Cell Line, Tumor , Epithelial Cell Adhesion Molecule , Humans , Male , Phosphatidylinositol 3-Kinases/metabolism , Prostatic Neoplasms/drug therapy , Protein Kinase Inhibitors/pharmacology , TOR Serine-Threonine Kinases/metabolism , Tumor Microenvironment
14.
Cancer Discov ; 11(3): 678-695, 2021 03.
Article in English | MEDLINE | ID: mdl-33203734

ABSTRACT

Circulating tumor cells (CTC) are shed by cancer into the bloodstream, where a viable subset overcomes oxidative stress to initiate metastasis. We show that single CTCs from patients with melanoma coordinately upregulate lipogenesis and iron homeostasis pathways. These are correlated with both intrinsic and acquired resistance to BRAF inhibitors across clonal cultures of BRAF-mutant CTCs. The lipogenesis regulator SREBP2 directly induces transcription of the iron carrier Transferrin (TF), reducing intracellular iron pools, reactive oxygen species, and lipid peroxidation, thereby conferring resistance to inducers of ferroptosis. Knockdown of endogenous TF impairs tumor formation by melanoma CTCs, and their tumorigenic defects are partially rescued by the lipophilic antioxidants ferrostatin-1 and vitamin E. In a prospective melanoma cohort, presence of CTCs with high lipogenic and iron metabolic RNA signatures is correlated with adverse clinical outcome, irrespective of treatment regimen. Thus, SREBP2-driven iron homeostatic pathways contribute to cancer progression, drug resistance, and metastasis. SIGNIFICANCE: Through single-cell analysis of primary and cultured melanoma CTCs, we have uncovered intrinsic cancer cell heterogeneity within lipogenic and iron homeostatic pathways that modulates resistance to BRAF inhibitors and to ferroptosis inducers. Activation of these pathways within CTCs is correlated with adverse clinical outcome, pointing to therapeutic opportunities.This article is highlighted in the In This Issue feature, p. 521.


Subject(s)
Ferroptosis/genetics , Lipogenesis/genetics , Melanoma/genetics , Melanoma/metabolism , Neoplastic Cells, Circulating/metabolism , Sterol Regulatory Element Binding Protein 2/genetics , Transferrin/metabolism , Biomarkers, Tumor , Cells, Cultured , Disease Susceptibility , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , Humans , Melanoma/pathology , Mutation , Neoplastic Cells, Circulating/pathology , Signal Transduction , Single-Cell Analysis , Sterol Regulatory Element Binding Protein 2/metabolism
15.
BMC Mol Cell Biol ; 21(1): 61, 2020 08 17.
Article in English | MEDLINE | ID: mdl-32807076

ABSTRACT

An amendment to this paper has been published and can be accessed via the original article.

16.
Lab Chip ; 20(9): 1612-1620, 2020 05 07.
Article in English | MEDLINE | ID: mdl-32301448

ABSTRACT

Multicellular clusters in circulation can exhibit a substantially different function and biomarker significance compared to individual cells. Notably, clusters of circulating tumor cells (CTCs) are much more effective initiators of metastasis than single CTCs, and correlate with worse patient prognoses. Measuring the cell-cell adhesion strength of CTC clusters is a critical step towards understanding their subsistence in the circulation and mechanism of elevated tumorigenicity. However, measuring cell-cell adhesion forces in flow is elusive using existing methods. Here, we report an oscillatory inertial microfluidics system which exerts a repeating fluidic force profile on suspended cell doublets to determine their cell-cell adhesion strength (Fs), without any biophysical modifications to the cell surface and physiological morphology. Using our system, we analyzed a large number (N > 500) of doublets from a patient-derived breast cancer CTC line. We discovered that the cell-cell adhesion strength of CTC doublets varied almost 20-fold between the weakly adhered (Fs < 28 nN) and strongly bound subpopulations (Fs > 542 nN). Our system can be used with other cancer or noncancer cells without restrictions, and may be used for rapid screening of drugs aiming to disrupt the highly-metastatic CTC clusters in circulation.


Subject(s)
Lab-On-A-Chip Devices , Neoplastic Cells, Circulating/pathology , Oscillometry , Cell Adhesion , Humans
17.
Lab Chip ; 20(3): 558-567, 2020 02 07.
Article in English | MEDLINE | ID: mdl-31934715

ABSTRACT

Circulating tumor cells (CTCs) are extremely rare in the blood, yet they account for metastasis. Notably, it was reported that CTC clusters (CTCCs) can be 50-100 times more metastatic than single CTCs, making them particularly salient as a liquid biopsy target. Yet they can split apart and are even rarer, complicating their recovery. Isolation by filtration risks loss when clusters squeeze through filter pores over time, and release of captured clusters can be difficult. Deterministic lateral displacement is continuous but requires channels not much larger than clusters, leading to clogging. Spiral inertial focusing requires large blood dilution factors (or lysis). Here, we report a microfluidic chip that continuously isolates untouched CTC clusters from large volumes of minimally (or undiluted) whole blood. An array of 100 µm-wide channels first concentrates clusters in the blood, and then a similar array transfers them into a small volume of buffer. The microscope-slide-sized PDMS device isolates individually-spiked CTC clusters from >30 mL per hour of whole blood with 80% efficiency into enumeration (fluorescence imaging), and on-chip yield approaches 100% (high speed video). Median blood cell removal (in base-10 logs) is 4.2 for leukocytes, 5.5 for red blood cells, and 4.9 for platelets, leaving less than 0.01% of leukocytes alongside CTC clusters in the product. We also demonstrate that cluster configurations are preserved. Gentle, high throughput concentration and separation of circulating tumor cell clusters from large blood volumes will enable cluster-specific diagnostics and speed the generation of patient-specific CTC cluster lines.


Subject(s)
Lab-On-A-Chip Devices , Microfluidic Analytical Techniques , Neoplastic Cells, Circulating/pathology , Healthy Volunteers , Humans , Microfluidic Analytical Techniques/instrumentation
18.
Clin Cancer Res ; 26(18): 4852-4862, 2020 09 15.
Article in English | MEDLINE | ID: mdl-32571788

ABSTRACT

PURPOSE: Plasma genotyping may identify mutations in potentially "actionable" cancer genes, such as BRCA1/2, but their clinical significance is not well-defined. We evaluated the characteristics of somatically acquired BRCA1/2 mutations in patients with metastatic breast cancer (MBC). EXPERIMENTAL DESIGN: Patients with MBC undergoing routine cell-free DNA (cfDNA) next-generation sequencing (73-gene panel) before starting a new therapy were included. Somatic BRCA1/2 mutations were classified as known germline pathogenic mutations or novel variants, and linked to clinicopathologic characteristics. The effect of the PARP inhibitor, olaparib, was assessed in vitro, using cultured circulating tumor cells (CTCs) from a patient with a somatically acquired BRCA1 mutation and a second patient with an acquired BRCA2 mutation. RESULTS: Among 215 patients with MBC, 29 (13.5%) had somatic cfDNA BRCA1/2 mutations [nine (4%) known germline pathogenic and rest (9%) novel variants]. Known germline pathogenic BRCA1/2 mutations were common in younger patients (P = 0.008), those with triple-negative disease (P = 0.022), and they were more likely to be protein-truncating alterations and be associated with TP53 mutations. Functional analysis of a CTC culture harboring a somatic BRCA1 mutation demonstrated high sensitivity to PARP inhibition, while another CTC culture harboring a somatic BRCA2 mutation showed no differential sensitivity. Across the entire cohort, APOBEC mutational signatures (COSMIC Signatures 2 and 13) and the "BRCA" mutational signature (COSMIC Signature 3) were present in BRCA1/2-mutant and wild-type cases, demonstrating the high mutational burden associated with advanced MBC. CONCLUSIONS: Somatic BRCA1/2 mutations are readily detectable in MBC by cfDNA analysis, and may be present as both known germline pathogenic and novel variants.


Subject(s)
BRCA1 Protein/genetics , BRCA2 Protein/genetics , Breast Neoplasms/genetics , Circulating Tumor DNA/genetics , Aged , Breast Neoplasms/blood , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Cell Line, Tumor , Circulating Tumor DNA/blood , DNA Mutational Analysis , Drug Resistance, Neoplasm/genetics , Female , High-Throughput Nucleotide Sequencing , Humans , Middle Aged , Mutation , Neoplastic Cells, Circulating/pathology , Phthalazines/pharmacology , Phthalazines/therapeutic use , Piperazines/pharmacology , Piperazines/therapeutic use , Poly(ADP-ribose) Polymerase Inhibitors/pharmacology , Poly(ADP-ribose) Polymerase Inhibitors/therapeutic use , Retrospective Studies , Exome Sequencing
19.
Nat Commun ; 10(1): 2854, 2019 06 28.
Article in English | MEDLINE | ID: mdl-31253781

ABSTRACT

SETD1A, a Set1/COMPASS family member maintaining histone-H3-lysine-4 (H3K4) methylation on transcriptionally active promoters, is overexpressed in breast cancer. Here, we show that SETD1A supports mitotic processes and consequentially, its knockdown induces senescence. SETD1A, through promoter H3K4 methylation, regulates several genes orchestrating mitosis and DNA-damage responses, and its depletion causes chromosome misalignment and segregation defects. Cell cycle arrest in SETD1A knockdown senescent cells is independent of mutations in p53, RB and p16, known senescence mediators; instead, it is sustained through transcriptional suppression of SKP2, which degrades p27 and p21. Rare cells escaping senescence by restoring SKP2 expression display genomic instability. In > 200 cancer cell lines and in primary circulating tumor cells, SETD1A expression correlates with genes promoting mitosis and cell cycle suggesting a broad role in suppressing senescence induced by aberrant mitosis. Thus, SETD1A is essential to maintain mitosis and proliferation and its suppression unleashes the tumor suppressive effects of senescence.


Subject(s)
Cellular Senescence/physiology , Gene Expression Regulation/physiology , Histone-Lysine N-Methyltransferase/metabolism , Mitosis/physiology , Cell Line, Tumor , Histone-Lysine N-Methyltransferase/genetics , Histones , Humans , Methylation , Tumor Suppressor Proteins/genetics , Tumor Suppressor Proteins/metabolism
20.
NPJ Precis Oncol ; 3: 18, 2019.
Article in English | MEDLINE | ID: mdl-31341951

ABSTRACT

Plasma genotyping identifies potentially actionable mutations at variable mutant allele frequencies, often admixed with multiple subclonal variants, highlighting the need for their clinical and functional validation. We prospectively monitored plasma genotypes in 143 women with endocrine-resistant metastatic breast cancer (MBC), identifying multiple novel mutations including HER2 mutations (8.4%), albeit at different frequencies highlighting clinical heterogeneity. To evaluate functional significance, we established ex vivo culture from circulating tumor cells (CTCs) from a patient with HER2-mutant MBC, which revealed resistance to multiple targeted therapies including endocrine and CDK 4/6 inhibitors, but high sensitivity to neratinib (IC50: 0.018 µM). Immunoblotting analysis of the HER2-mutant CTC culture line revealed high levels of HER2 expression at baseline were suppressed by neratinib, which also abrogated downstream signaling, highlighting oncogenic dependency with HER2 mutation. Furthermore, treatment of an index patient with HER2-mutant MBC with the irreversible HER2 inhibitor neratinib resulted in significant clinical response, with complete molecular resolution of two distinct clonal HER2 mutations, with persistence of other passenger subclones, confirming HER2 alteration as a driver mutation. Thus, driver HER2 mutant alleles that emerge during blood-based monitoring of endocrine-resistant MBC confer novel therapeutic vulnerability, and ex vivo expansion of viable CTCs from the blood circulation may broadly complement plasma-based mutational analysis in MBC.

SELECTION OF CITATIONS
SEARCH DETAIL