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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.
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
9.
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
10.
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
11.
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
12.
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
13.
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.

14.
Cells ; 8(2)2019 02 10.
Article in English | MEDLINE | ID: mdl-30744205

ABSTRACT

In highly aggressive malignancies like pancreatic cancer (PC), patient-derived tumor models can serve as disease-relevant models to understand disease-related biology as well as to guide clinical decision-making. In this study, we describe a two-step protocol allowing systematic establishment of patient-derived primary cultures from PC patient tumors. Initial xenotransplantation of surgically resected patient tumors (n = 134) into immunodeficient mice allows for efficient in vivo expansion of vital tumor cells and successful tumor expansion in 38% of patient tumors (51/134). Expansion xenografts closely recapitulate the histoarchitecture of their matching patients' primary tumors. Digestion of xenograft tumors and subsequent in vitro cultivation resulted in the successful generation of semi-adherent PC cultures of pure epithelial cell origin in 43.1% of the cases. The established primary cultures include diverse pathological types of PC: Pancreatic ductal adenocarcinoma (86.3%, 19/22), adenosquamous carcinoma (9.1%, 2/22) and ductal adenocarcinoma with oncocytic IPMN (4.5%, 1/22). We here provide a protocol to establish quality-controlled PC patient-derived primary cell cultures from heterogeneous PC patient tumors. In vitro preclinical models provide the basis for the identification and preclinical assessment of novel therapeutic opportunities targeting pancreatic cancer.


Subject(s)
Models, Biological , Pancreatic Neoplasms/pathology , Animals , Cell Line, Tumor , Cell Proliferation , Female , Humans , Male , Mice , Xenograft Model Antitumor Assays , Pancreatic Neoplasms
15.
Cancer Discov ; 9(10): 1372-1387, 2019 10.
Article in English | MEDLINE | ID: mdl-31416802

ABSTRACT

Small-cell lung cancer (SCLC) is an aggressive malignancy in which inhibitors of PARP have modest single-agent activity. We performed a phase I/II trial of combination olaparib tablets and temozolomide (OT) in patients with previously treated SCLC. We established a recommended phase II dose of olaparib 200 mg orally twice daily with temozolomide 75 mg/m2 daily, both on days 1 to 7 of a 21-day cycle, and expanded to a total of 50 patients. The confirmed overall response rate was 41.7% (20/48 evaluable); median progression-free survival was 4.2 months [95% confidence interval (CI), 2.8-5.7]; and median overall survival was 8.5 months (95% CI, 5.1-11.3). Patient-derived xenografts (PDX) from trial patients recapitulated clinical OT responses, enabling a 32-PDX coclinical trial. This revealed a correlation between low basal expression of inflammatory-response genes and cross-resistance to both OT and standard first-line chemotherapy (etoposide/platinum). These results demonstrate a promising new therapeutic strategy in SCLC and uncover a molecular signature of those tumors most likely to respond. SIGNIFICANCE: We demonstrate substantial clinical activity of combination olaparib/temozolomide in relapsed SCLC, revealing a promising new therapeutic strategy for this highly recalcitrant malignancy. Through an integrated coclinical trial in PDXs, we then identify a molecular signature predictive of response to OT, and describe the common molecular features of cross-resistant SCLC.See related commentary by Pacheco and Byers, p. 1340.This article is highlighted in the In This Issue feature, p. 1325.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Small Cell Lung Carcinoma/drug therapy , Small Cell Lung Carcinoma/pathology , Adult , Aged , Aged, 80 and over , Animals , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Biomarkers, Tumor , Computational Biology/methods , Drug Resistance, Neoplasm , Female , Humans , Lung Neoplasms/etiology , Lung Neoplasms/mortality , Male , Mice , Middle Aged , Neoplasm Recurrence, Local/drug therapy , Phthalazines/administration & dosage , Piperazines/administration & dosage , Small Cell Lung Carcinoma/etiology , Small Cell Lung Carcinoma/mortality , Temozolomide/administration & dosage , Transcriptome , Treatment Outcome , Xenograft Model Antitumor Assays
16.
EMBO Mol Med ; 9(7): 918-932, 2017 07.
Article in English | MEDLINE | ID: mdl-28526679

ABSTRACT

Although tumor-initiating cell (TIC) self-renewal has been postulated to be essential in progression and metastasis formation of human pancreatic adenocarcinoma (PDAC), clonal dynamics of TICs within PDAC tumors are yet unknown. Here, we show that long-term progression of PDAC in serial xenotransplantation is driven by a succession of transiently active TICs producing tumor cells in temporally restricted bursts. Clonal tracking of individual, genetically marked TICs revealed that individual tumors are generated by distinct sets of TICs with very little overlap between subsequent xenograft generations. An unexpected functional and phenotypic plasticity of pancreatic TICs in vivo underlies the recruitment of inactive TIC clones in serial xenografts. The observed clonal succession of TIC activity in serial xenotransplantation is in stark contrast to the continuous activity of limited numbers of self-renewing TICs within a fixed cellular hierarchy observed in other epithelial cancers and emphasizes the need to target TIC activation, rather than a fixed TIC population, in PDAC.


Subject(s)
Adenocarcinoma/pathology , Neoplastic Stem Cells/physiology , Pancreatic Neoplasms/pathology , Animals , Disease Models, Animal , Female , Heterografts , Humans , Male , Mice, Inbred NOD
17.
J Exp Med ; 214(7): 2073-2088, 2017 Jul 03.
Article in English | MEDLINE | ID: mdl-28572216

ABSTRACT

A hierarchically organized cell compartment drives colorectal cancer (CRC) progression. Genetic barcoding allows monitoring of the clonal output of tumorigenic cells without prospective isolation. In this study, we asked whether tumor clone-initiating cells (TcICs) were genetically heterogeneous and whether differences in self-renewal and activation reflected differential kinetics among individual subclones or functional hierarchies within subclones. Monitoring genomic subclone kinetics in three patient tumors and corresponding serial xenografts and spheroids by high-coverage whole-genome sequencing, clustering of genetic aberrations, subclone combinatorics, and mutational signature analysis revealed at least two to four genetic subclones per sample. Long-term growth in serial xenografts and spheroids was driven by multiple genomic subclones with profoundly differing growth dynamics and hence different quantitative contributions over time. Strikingly, genetic barcoding demonstrated stable functional heterogeneity of CRC TcICs during serial xenografting despite near-complete changes in genomic subclone contribution. This demonstrates that functional heterogeneity is, at least frequently, present within genomic subclones and independent of mutational subclone differences.


Subject(s)
Colorectal Neoplasms/genetics , DNA Copy Number Variations , Neoplastic Stem Cells/metabolism , Spheroids, Cellular/metabolism , Animals , Clone Cells/metabolism , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/pathology , DNA Mutational Analysis/methods , Genetic Heterogeneity , Genomics/methods , Humans , Interleukin Receptor Common gamma Subunit/deficiency , Interleukin Receptor Common gamma Subunit/genetics , Mice, Inbred NOD , Mice, Knockout , Mice, SCID , Mutation , Transplantation, Heterologous , Tumor Cells, Cultured
18.
Cancer Lett ; 371(2): 326-33, 2016 Feb 28.
Article in English | MEDLINE | ID: mdl-26679053

ABSTRACT

Within primary colorectal cancer (CRC) a subfraction of all tumor-initiating cells (TIC) drives long-term progression in serial xenotransplantation. It has been postulated that efficient maintenance of TIC activity in vitro requires serum-free spheroid culture conditions that support a stem-like state of CRC cells. To address whether tumorigenicity is indeed tightly linked to such a stem-like state in spheroids, we transferred TIC-enriched spheroid cultures to serum-containing adherent conditions that should favor their differentiation. Under these conditions, primary CRC cells did no longer grow as spheroids but formed an adherent cell layer, up-regulated colon epithelial differentiation markers, and down-regulated TIC-associated markers. Strikingly, upon xenotransplantation cells cultured under either condition equally efficient formed serially transplantable tumors. Clonal analyses of individual lentivirally marked TIC clones cultured under either culture condition revealed no systematic differences in contributing clone numbers, indicating that phenotypic differentiation does not select for few individual clones adapted to unfavorable culture conditions. Our results reveal that CRC TIC can be propagated under conditions previously thought to induce their elimination. This phenotypic plasticity allows addressing primary human CRC TIC properties in experimental settings based on adherent cell growth.


Subject(s)
Cell Differentiation , Colorectal Neoplasms/pathology , Neoplastic Stem Cells/pathology , Animals , Biomarkers, Tumor/metabolism , Cell Adhesion , Cell Proliferation , Colorectal Neoplasms/genetics , Colorectal Neoplasms/metabolism , Heterografts , Humans , Mice, Inbred NOD , Mice, Transgenic , Neoplastic Stem Cells/metabolism , Phenotype , Primary Cell Culture , Spheroids, Cellular , Time Factors , Tumor Burden , Tumor Cells, Cultured
19.
Nat Commun ; 4: 2610, 2013.
Article in English | MEDLINE | ID: mdl-24162018

ABSTRACT

Aberrant regulation of the Wnt/ß-catenin pathway has an important role during the onset and progression of colorectal cancer, with over 90% of cases of sporadic colon cancer featuring mutations in APC or ß-catenin. However, it has remained a point of controversy whether these mutations are sufficient to activate the pathway or require additional upstream signals. Here we show that colorectal tumours express elevated levels of Wnt3 and Evi/Wls/GPR177. We found that in colon cancer cells, even in the presence of mutations in APC or ß-catenin, downstream signalling remains responsive to Wnt ligands and receptor proximal signalling. Furthermore, we demonstrate that truncated APC proteins bind ß-catenin and key components of the destruction complex. These results indicate that cells with mutations in APC or ß-catenin depend on Wnt ligands and their secretion for a sufficient level of ß-catenin signalling, which potentially opens new avenues for therapeutic interventions by targeting Wnt secretion via Evi/Wls.


Subject(s)
Adenocarcinoma/genetics , Adenomatous Polyposis Coli Protein/genetics , Colonic Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Intracellular Signaling Peptides and Proteins/genetics , Receptors, G-Protein-Coupled/genetics , Wnt3 Protein/genetics , beta Catenin/genetics , Adenocarcinoma/metabolism , Adenocarcinoma/pathology , Adenomatous Polyposis Coli Protein/metabolism , Animals , Cell Line, Tumor , Cell Proliferation , Colon/metabolism , Colon/pathology , Colonic Neoplasms/metabolism , Colonic Neoplasms/pathology , Humans , Intracellular Signaling Peptides and Proteins/metabolism , Mice , Mice, Inbred NOD , Mutation , Neoplasm Transplantation , Receptor, EphB2/genetics , Receptor, EphB2/metabolism , Receptors, G-Protein-Coupled/metabolism , Signal Transduction , Wnt3 Protein/metabolism , beta Catenin/metabolism
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