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1.
Gynecol Oncol ; 184: 74-82, 2024 May.
Article En | MEDLINE | ID: mdl-38290413

OBJECTIVE: Ovarian cancer (OC) is the leading cause of death from gynecologic malignancy in the United States, and biomarkers of patient outcomes are limited. Data using immunohistochemical (IHC) analysis are mixed regarding whether and which tumor infiltrating lymphocytes (TILs) impact survival, and IHC does not adequately quantify rare cell populations, including CD137+ (4-1BB) tumor-reactive TILs. Our study investigates if a higher percentage of CD3+ CD137+ TILs is associated with improved overall survival (OS) in OC. METHODS: Flow cytometry was performed on viably banked OC digests. Chart review and statistical analysis were performed. Forty-seven patients were included, 40 of whom were diagnosed with high-grade serous ovarian carcinoma (HGSOC), papillary serous carcinoma, or undifferentiated histology. RESULTS: A high percentage of CD3+ CD137+ TILs correlated with improved OS (n = 40, r = 0.48, P = 0.0016). Subjects were divided into CD3+ CD137+ TIL high and low groups by the median. Subjects with high CD3+CD137+ TIL frequencies (>9.6%) had longer OS (Wilcoxon rank-sum test; P = 0.0032) and improved OS (logrank test; P = 0.007). Differences in CD3+ or CD3+ CD8+ TILs did not impact survival. CD3+ CD137+ TILs were predictive of OS regardless of germline mutation or debulking status. Analysis of subgroups including late stage HGSOC and late stage HGSOC with primary optimal cytoreduction indicated CD3+ CD137+ TILs correlated with improved OS after adjusting for age and PARP inhibitor use (P = 0.034 and P = 0.016, respectively). CONCLUSIONS: Prevalence of CD3+ CD137+ TILs in digested OC specimens is associated with improved OS, while general TIL markers are not. CD137 has the potential to be a novel biomarker for survival in OC.


Lymphocytes, Tumor-Infiltrating , Ovarian Neoplasms , Tumor Necrosis Factor Receptor Superfamily, Member 9 , Humans , Female , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/pathology , Tumor Necrosis Factor Receptor Superfamily, Member 9/analysis , Tumor Necrosis Factor Receptor Superfamily, Member 9/metabolism , Tumor Necrosis Factor Receptor Superfamily, Member 9/immunology , Ovarian Neoplasms/immunology , Ovarian Neoplasms/pathology , Ovarian Neoplasms/mortality , Middle Aged , Aged , CD3 Complex/analysis , Adult , Cystadenocarcinoma, Serous/pathology , Cystadenocarcinoma, Serous/immunology , Cystadenocarcinoma, Serous/mortality , Aged, 80 and over
2.
Genome Biol ; 24(1): 239, 2023 10 20.
Article En | MEDLINE | ID: mdl-37864274

BACKGROUND: Single-cell gene expression profiling provides unique opportunities to understand tumor heterogeneity and the tumor microenvironment. Because of cost and feasibility, profiling bulk tumors remains the primary population-scale analytical strategy. Many algorithms can deconvolve these tumors using single-cell profiles to infer their composition. While experimental choices do not change the true underlying composition of the tumor, they can affect the measurements produced by the assay. RESULTS: We generated a dataset of high-grade serous ovarian tumors with paired expression profiles from using multiple strategies to examine the extent to which experimental factors impact the results of downstream tumor deconvolution methods. We find that pooling samples for single-cell sequencing and subsequent demultiplexing has a minimal effect. We identify dissociation-induced differences that affect cell composition, leading to changes that may compromise the assumptions underlying some deconvolution algorithms. We also observe differences across mRNA enrichment methods that introduce additional discrepancies between the two data types. We also find that experimental factors change cell composition estimates and that the impact differs by method. CONCLUSIONS: Previous benchmarks of deconvolution methods have largely ignored experimental factors. We find that methods vary in their robustness to experimental factors. We provide recommendations for methods developers seeking to produce the next generation of deconvolution approaches and for scientists designing experiments using deconvolution to study tumor heterogeneity.


Gene Expression Profiling , Ovarian Neoplasms , Humans , Female , Gene Expression Profiling/methods , Algorithms , Sequence Analysis, RNA/methods , Ovarian Neoplasms/genetics , Transcriptome , Tumor Microenvironment
3.
Sci Adv ; 9(19): eade4443, 2023 05 10.
Article En | MEDLINE | ID: mdl-37163587

The molecular and functional contributions of intratumoral nerves to disease remain largely unknown. We localized synaptic markers within tumors suggesting that these nerves form functional connections. Consistent with this, electrophysiological analysis shows that malignancies harbor significantly higher electrical activity than benign disease or normal tissues. We also demonstrate pharmacologic silencing of tumoral electrical activity. Tumors implanted in transgenic animals lacking nociceptor neurons show reduced electrical activity. These data suggest that intratumoral nerves remain functional at the tumor bed. Immunohistochemical staining demonstrates the presence of the neuropeptide, Substance P (SP), within the tumor space. We show that tumor cells express the SP receptor, NK1R, and that ligand/receptor engagement promotes cellular proliferation and migration. Our findings identify a mechanism whereby intratumoral nerves promote cancer progression.


Breast Neoplasms , Neurons , Ovarian Neoplasms , Squamous Cell Carcinoma of Head and Neck , Animals , Mice , Disease Models, Animal , Humans , Breast Neoplasms/epidemiology , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Substance P/metabolism , Cell Line, Tumor , Squamous Cell Carcinoma of Head and Neck/metabolism , Squamous Cell Carcinoma of Head and Neck/pathology , Squamous Cell Carcinoma of Head and Neck/virology , Ovarian Neoplasms/epidemiology , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/secondary , Neurons/pathology , Mice, Inbred C57BL , Specific Pathogen-Free Organisms , Ovary/innervation , Human Papillomavirus Viruses , Survival Analysis
4.
Eur J Immunol ; 52(1): 96-108, 2022 01.
Article En | MEDLINE | ID: mdl-34505280

The detection of tumor-specific T cells in solid tumors is integral to interrogate endogenous antitumor responses and to advance downstream therapeutic applications. Multiple biomarkers are reported to identify endogenous tumor-specific tumor-infiltrating lymphocytes (TILs), namely CD137, PD-1, CD103, and CD39; however, a direct comparison of these molecules has yet to be performed. We evaluated these biomarkers in primary human ovarian tumor samples using single-cell mass cytometry to compare their relative phenotypic profiles, and examined their response to autologous tumor cells ex vivo. PD-1+ , CD103+ , and CD39+ TILs all contain a CD137+ cell subset, while CD137+ TILs highly co-express the aforementioned markers. CD137+ TILs exhibit the highest expression of cytotoxic effector molecules compared to PD-1+ , CD103+ , or CD39+ TILs. Removal of CD137+ cells from PD-1+ , CD103+ , or CD39+ TILs diminish their IFN-γ secretion in response to autologous tumor cell stimulation, while CD137+ TILs maintain high HLA-dependent IFN-γ secretion. CD137+ TILs exhibited an exhausted phenotype but with CD28 co-expression, suggesting possible receptiveness to reinvigoration via immune checkpoint blockade. Together, our findings demonstrate that the antitumor abilities of PD-1+ , CD103+ , and CD39+ TILs are mainly derived from a subset of CD137-expressing TILs, implicating CD137 as a more selective biomarker for naturally occurring tumor-specific TILs.


Antigens, CD/immunology , Apyrase/immunology , Biomarkers, Tumor/immunology , Integrin alpha Chains/immunology , Lymphocytes, Tumor-Infiltrating/immunology , Ovarian Neoplasms/immunology , Programmed Cell Death 1 Receptor/immunology , Tumor Necrosis Factor Receptor Superfamily, Member 9/immunology , Female , Humans , Interferon-gamma/immunology
5.
Cells ; 10(12)2021 12 10.
Article En | MEDLINE | ID: mdl-34944001

Dense tumor innervation is associated with enhanced cancer progression and poor prognosis. We observed innervation in breast, prostate, pancreatic, lung, liver, ovarian, and colon cancers. Defining innervation in high-grade serous ovarian carcinoma (HGSOC) was a focus since sensory innervation was observed whereas the normal tissue contains predominantly sympathetic input. The origin, specific nerve type, and the mechanisms promoting innervation and driving nerve-cancer cell communications in ovarian cancer remain largely unknown. The technique of neuro-tracing enhances the study of tumor innervation by offering a means for identification and mapping of nerve sources that may directly and indirectly affect the tumor microenvironment. Here, we establish a murine model of HGSOC and utilize image-guided microinjections of retrograde neuro-tracer to label tumor-infiltrating peripheral neurons, mapping their source and circuitry. We show that regional sensory neurons innervate HGSOC tumors. Interestingly, the axons within the tumor trace back to local dorsal root ganglia as well as jugular-nodose ganglia. Further manipulations of these tumor projecting neurons may define the neuronal contributions in tumor growth, invasion, metastasis, and responses to therapeutics.


Cystadenocarcinoma, Serous/pathology , Nerve Tissue/pathology , Ovarian Neoplasms/pathology , Animals , Cystadenocarcinoma, Serous/diagnostic imaging , Disease Models, Animal , Female , Ganglia, Spinal/metabolism , Mice, Inbred C57BL , Nerve Tissue/diagnostic imaging , Ovarian Neoplasms/diagnostic imaging , PTEN Phosphohydrolase/metabolism , Sensory Receptor Cells/pathology , Tumor Suppressor Protein p53/metabolism , Ultrasonography
6.
Molecules ; 25(24)2020 Dec 19.
Article En | MEDLINE | ID: mdl-33352773

Theranostics are emerging as a pillar of cancer therapy that enable the use of single molecule constructs for diagnostic and therapeutic application. As poly adenosine diphosphate (ADP)-ribose polymerase 1 (PARP-1) is overexpressed in various cancer types, and is localized to the nucleus, PARP-1 can be safely targeted with Auger emitters to induce DNA damage in tumors. Here, we investigated a radioiodinated PARP inhibitor, [125I]KX1, and show drug target specific DNA damage and subsequent killing of BRCA1 and non-BRCA mutant ovarian cancer cells at sub-pharmacological concentrations several orders of magnitude lower than traditional PARP inhibitors. Furthermore, we demonstrated that viable tumor tissue from ovarian cancer patients can be used to screen tumor radiosensitivity ex-vivo, enabling the direct assessment of therapeutic efficacy. Finally, we showed tumors can be imaged by single-photon computed tomography (SPECT) with PARP theranostic, [123I]KX1, in a human ovarian cancer xenograft mouse model. These data support the utility of PARP-1 targeted radiopharmaceutical therapy as a theranostic option for PARP-1 overexpressing ovarian cancers.


Antineoplastic Agents/pharmacology , BRCA1 Protein/genetics , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/genetics , Poly (ADP-Ribose) Polymerase-1/genetics , Poly(ADP-ribose) Polymerase Inhibitors/pharmacology , Animals , Cell Line, Tumor , DNA Damage/drug effects , DNA Damage/genetics , Disease Models, Animal , Female , Heterografts , Humans , Iodine Radioisotopes/pharmacology , Mice, SCID
7.
Gynecol Oncol ; 156(1): 222-232, 2020 01.
Article En | MEDLINE | ID: mdl-31818495

OBJECTIVE: The aim of this study was to "humanize" ovarian cancer patient-derived xenograft (PDX) models by autologous transfer of patient-matched tumor infiltrating lymphocytes (TILs) to evaluate immunotherapies. METHODS: Orthotopic high-grade serous ovarian cancer (HGSOC) PDX models were established from three patient donors. Models were molecularly and histologically validated by immunohistochemistry. TILs were expanded from donor tumors using a rapid expansion protocol. Ex vivo TIL and tumor co-cultures were performed to validate TIL reactivity against patient-matched autologous tumor cells. Expression of TIL activation markers and cytokine secretion was quantitated by flow cytometry and ELISA. As proof of concept, the efficacy of anti-PD-1 monotherapy was tested in autologous TIL/tumor HGSOC PDX models. RESULTS: Evaluation of T-cell activation in autologous TIL/tumor co-cultures resulted in an increase in HLA-dependent IFNγ production and T-cell activation. In response to increased IFNγ production, tumor cell expression of PD-L1 was increased. Addition of anti-PD-1 antibody to TIL/tumor co-cultures increased autologous tumor lysis in a CCNE1 amplified model. Orthotopic HGSOC PDX models from parallel patient-matched tumors maintained their original morphology and molecular marker profile. Autologous tumor-reactive TIL administration in patient-matched PDX models resulted in reduced tumor burden and increased survival, in groups that also received anti-PD-1 therapy. CONCLUSIONS: This study validates a novel, clinically relevant model system for in vivo testing of immunomodulating therapeutic strategies for ovarian cancer, and provides a unique platform for assessing patient-specific T-cell response to immunotherapy.


Immunotherapy/methods , Lymphocytes, Tumor-Infiltrating/immunology , Ovarian Neoplasms/immunology , Ovarian Neoplasms/therapy , Xenograft Model Antitumor Assays/methods , Animals , Female , Humans , Lymphocyte Activation , Lymphocytes, Tumor-Infiltrating/transplantation , Mice , Mice, Inbred NOD , Mice, SCID , Neoplasm Transplantation/methods , Ovarian Neoplasms/pathology , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Programmed Cell Death 1 Receptor/immunology , T-Lymphocytes/immunology
8.
Mol Ther ; 28(2): 548-560, 2020 02 05.
Article En | MEDLINE | ID: mdl-31870622

The prognosis of patients diagnosed with advanced ovarian or endometrial cancer remains poor, and effective therapeutic strategies are limited. The Müllerian inhibiting substance type 2 receptor (MISIIR) is a transforming growth factor ß (TGF-ß) receptor family member, overexpressed by most ovarian and endometrial cancers while absent in most normal tissues. Restricted tissue expression, coupled with an understanding that MISIIR ligation transmits apoptotic signals to cancer cells, makes MISIIR an attractive target for tumor-directed therapeutics. However, the development of clinical MISIIR-targeted agents has been challenging. Prompted by the responses achieved in patients with blood malignancies using chimeric antigen receptor (CAR) T cell therapy, we hypothesized that MISIIR targeting may be achieved using a CAR T cell approach. Herein, we describe the development and evaluation of a CAR that targets MISIIR. T cells expressing the MISIIR-specific CAR demonstrated antigen-specific reactivity in vitro and eliminated MISIIR-overexpressing tumors in vivo. MISIIR CAR T cells also recognized a panel of human ovarian and endometrial cancer cell lines, and they lysed a battery of patient-derived tumor specimens in vitro, without mediating cytotoxicity of a panel of normal primary human cells. In conclusion, these results indicate that MISIIR targeting for the treatment of ovarian cancer and other gynecologic malignancies is achievable using CAR technology.


Genital Neoplasms, Female/immunology , Immunotherapy, Adoptive , Ovarian Neoplasms/immunology , Receptors, Chimeric Antigen/immunology , Receptors, Peptide/immunology , Receptors, Transforming Growth Factor beta/immunology , T-Lymphocytes/immunology , Animals , Cell Line, Tumor , Disease Models, Animal , Epitopes/genetics , Epitopes/immunology , Female , Genital Neoplasms, Female/therapy , Humans , Mice , Ovarian Neoplasms/therapy , Receptors, Chimeric Antigen/metabolism , Single-Chain Antibodies/genetics , Single-Chain Antibodies/immunology , T-Lymphocytes/metabolism , Xenograft Model Antitumor Assays
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