47 results on '"Yoder SJ"'
Search Results
2. The Functional Transcriptomic Landscape Informs Therapeutic Strategies in Multiple Myeloma.
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Sudalagunta PR, Canevarolo RR, Meads MB, Silva M, Zhao X, Cubitt CL, Sansil SS, DeAvila G, Alugubelli RR, Bishop RT, Tungesvik A, Zhang Q, Hampton O, Teer JK, Welsh EA, Yoder SJ, Shah BD, Hazlehurst L, Gatenby RA, Van Domelen DR, Chai Y, Wang F, DeCastro A, Bloomer AM, Siegel EM, Lynch CC, Sullivan DM, Alsina M, Nishihori T, Brayer J, Cleveland JL, Dalton W, Walker CJ, Landesman Y, Baz R, Silva AS, and Shain KH
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- Humans, Triazoles pharmacology, Triazoles therapeutic use, Biomarkers, Tumor genetics, Biomarkers, Tumor metabolism, Drug Resistance, Neoplasm genetics, Gene Expression Regulation, Neoplastic drug effects, Gene Expression Profiling methods, Multiple Myeloma genetics, Multiple Myeloma drug therapy, Multiple Myeloma pathology, Transcriptome, Hydrazines pharmacology, Hydrazines therapeutic use, Antibodies, Monoclonal therapeutic use, Antibodies, Monoclonal pharmacology
- Abstract
Several therapeutic agents have been approved for treating multiple myeloma, a cancer of bone marrow-resident plasma cells. Predictive biomarkers for drug response could help guide clinical strategies to optimize outcomes. In this study, we present an integrated functional genomic analysis of tumor samples from patients multiple myeloma that were assessed for their ex vivo drug sensitivity to 37 drugs, clinical variables, cytogenetics, mutational profiles, and transcriptomes. This analysis revealed a multiple myeloma transcriptomic topology that generates "footprints" in association with ex vivo drug sensitivity that have both predictive and mechanistic applications. Validation of the transcriptomic footprints for the anti-CD38 mAb daratumumab (DARA) and the nuclear export inhibitor selinexor (SELI) demonstrated that these footprints can accurately classify clinical responses. The analysis further revealed that DARA and SELI have anticorrelated mechanisms of resistance, and treatment with a SELI-based regimen immediately after a DARA-containing regimen was associated with improved survival in three independent clinical trials, supporting an evolutionary-based strategy involving sequential therapy. These findings suggest that this unique repository and computational framework can be leveraged to inform underlying biology and to identify therapeutic strategies to improve treatment of multiple myeloma. Significance: Functional genomic analysis of primary multiple myeloma samples elucidated predictive biomarkers for drugs and molecular pathways mediating therapeutic response, which revealed a rationale for sequential therapy to maximize patient outcomes., (©2024 The Authors; Published by the American Association for Cancer Research.)
- Published
- 2025
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3. Clonal Hematopoiesis in Patients With Human Immunodeficiency Virus and Cancer.
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Gillis N, Dickey BL, Colin-Leitzinger C, Tang YH, Putney RM, Mesa TE, Yoder SJ, Suneja G, Spivak AM, Patel AB, Extermann M, Giuliano AR, Teng M, Kresovich J, Berglund A, and Coghill AE
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- Humans, Male, Female, Middle Aged, Retrospective Studies, Adult, Prevalence, Aged, HIV Infections virology, HIV Infections complications, Clonal Hematopoiesis genetics, Neoplasms virology
- Abstract
Background: Cancer-related deaths for people with human immunodeficiency virus (PWH) are increasing due to longer life expectancies and disparately poor cancer-related outcomes. We hypothesize that advanced biological aging contributes to cancer-related morbidity and mortality for PWH and cancer. We sought to determine the impact of clonal hematopoiesis (CH) on cancer disparities in PWH., Methods: We conducted a retrospective study to compare the prevalence and clinical outcomes of CH in PWH and people without HIV (PWoH) and cancer. Included in the study were PWH and similar PWoH based on tumor site, age, tumor sequence, and cancer treatment status. Biological aging was also measured using epigenetic methylation clocks., Results: In 136 patients with cancer, PWH had twice the prevalence of CH compared to similar PWoH (23% vs 11%, P = .07). After adjusting for patient characteristics, PWH were 4 times more likely than PWoH to have CH (odds ratio, 4.1 [95% confidence interval, 1.3-13.9]; P = .02). The effect of CH on survival was most pronounced in PWH, who had a 5-year survival rate of 38% if they had CH (vs 59% if no CH), compared to PWoH who had a 5-year survival rate of 75% if they had CH (vs 83% if no CH)., Conclusions: This study provides the first evidence that PWH may have a higher prevalence of CH than PWoH with the same cancers. CH may be an independent biological aging risk factor contributing to inferior survival for PWH and cancer., Competing Interests: Potential conflicts of interest. All authors: No reported conflicts. All authors have submitted the ICMJE Form for Disclosure of Potential Conflicts of Interest. Conflicts that the editors consider relevant to the content of the manuscript have been disclosed., (© The Author(s) 2024. Published by Oxford University Press on behalf of Infectious Diseases Society of America. All rights reserved. For commercial re-use, please contact reprints@oup.com for reprints and translation rights for reprints. All other permissions can be obtained through our RightsLink service via the Permissions link on the article page on our site—for further information please contact journals.permissions@oup.com.)
- Published
- 2024
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4. Implementation of a High-Accuracy Targeted Gene Expression Panel for Clinical Care.
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Alontaga AY, Cano P, Ozakinci H, Puskas JA, Stewart PA, Welsh EA, Yoder SJ, Hicks JK, Saltos AN, Bossler AD, Haura EB, Koomen JM, and Boyle TA
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- Humans, Reproducibility of Results, Neoplasms genetics, Gene Expression Profiling methods, Biomarkers, Tumor genetics, Gene Dosage, High-Throughput Nucleotide Sequencing methods
- Abstract
This study describes the validation of a clinical RNA expression panel with evaluation of concordance between gene copy gain by a next-generation sequencing (NGS) assay and high gene expression by an RNA expression panel. The RNA Salah Targeted Expression Panel (RNA STEP) was designed with input from oncologists to include 204 genes with utility for clinical trial prescreening and therapy selection. RNA STEP was validated with the nanoString platform using remnant formalin-fixed, paraffin-embedded-derived RNA from 102 patients previously tested with a validated clinical NGS panel. The repeatability, reproducibility, and concordance of RNA STEP results with NGS results were evaluated. RNA STEP demonstrated high repeatability and reproducibility, with excellent correlation (r > 0.97, P < 0.0001) for all comparisons. Comparison of RNA STEP high gene expression (log2 ratio ≥ 2) versus NGS DNA-based gene copy number gain (copies ≥ 5) for 38 mutually covered genes revealed an accuracy of 93.0% with a positive percentage agreement of 69.4% and negative percentage agreement of 93.8%. Moderate correlation was observed between platforms (r = 0.53, P < 0.0001). Concordance between high gene expression and gene copy number gain varied by specific gene, and some genes had higher accuracy between assays. Clinical implementation of RNA STEP provides gene expression data complementary to NGS and offers a tool for prescreening patients for clinical trials., Competing Interests: Disclosure Statement T.A.B. and J.M.K. have a contract with Bristol Myers Squibb unrelated to this research. E.B.H. consults for Revolution Medicines, Janssen, Ellipses Pharma, Amgen, Kanaph Therapeutics, and ORI Capital, and holds a patent for protein-protein interactions as biomarkers; and research funding from Janssen, Novartis, Revolution Medicines, AstraZeneca, Spectrum Pharmaceuticals, and Genentech, all unrelated to this research. A.N.S. has clinical trial funding to his institution from AstraZeneca, BioAtla, Daiichi Sankyo, Eli Lily, Genentech, Genmab, Memgen, Mersana, Novartis, and Turning Point Therapeutics; and has participated in advisory boards for Daiichi Sankyo, Eli Lilly, and Zymeworks, all unrelated to this research., (Copyright © 2024 Association for Molecular Pathology and American Society for Investigative Pathology. Published by Elsevier Inc. All rights reserved.)
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- 2024
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5. The functional role of L-fucose on dendritic cell function and polarization.
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Burton C, Bitaraf A, Snyder K, Zhang C, Yoder SJ, Avram D, Du D, Yu X, and Lau EK
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- Animals, Mice, Antigen Presentation, Female, Mice, Inbred C57BL, Cell Polarity, Cell Line, Tumor, T-Lymphocytes immunology, T-Lymphocytes metabolism, Melanoma, Experimental immunology, Lymphocyte Activation immunology, Dendritic Cells immunology, Dendritic Cells metabolism, Fucose metabolism
- Abstract
Despite significant advances in the development and refinement of immunotherapies administered to combat cancer over the past decades, a number of barriers continue to limit their efficacy. One significant clinical barrier is the inability to mount initial immune responses towards the tumor. As dendritic cells are central initiators of immune responses in the body, the elucidation of mechanisms that can be therapeutically leveraged to enhance their functions to drive anti-tumor immune responses is urgently needed. Here, we report that the dietary sugar L-fucose can be used to enhance the immunostimulatory activity of dendritic cells (DCs). L-fucose polarizes immature myeloid cells towards specific DC subsets, specifically cDC1 and moDC subsets. In vitro , L-fucose treatment enhances antigen uptake and processing of DCs. Furthermore, our data suggests that L-fucose-treated DCs increase stimulation of T cell populations. Consistent with our functional assays, single-cell RNA sequencing of intratumoral DCs from melanoma- and breast tumor-bearing mice confirmed transcriptional regulation and antigen processing as pathways that are significantly altered by dietary L-fucose. Together, this study provides the first evidence of the ability of L-fucose to bolster DC functionality and provides rational to further investigate how L-fucose can be used to leverage DC function in order to enhance current immunotherapy., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision., (Copyright © 2024 Burton, Bitaraf, Snyder, Zhang, Yoder, Avram, Du, Yu and Lau.)
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- 2024
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6. Association between CYP3A4 , CYP3A5 and ABCB1 genotype and tacrolimus treatment outcomes among allogeneic HSCT patients.
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Ho TT, Perkins JB, Gonzalez R, Hicks JK, Martinez RA, Duranceau K, North B, Kim J, Teer JK, Yao J, Yoder SJ, Nishihori T, Bejanyan N, Pidala J, and Elmariah H
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- Humans, Tacrolimus, Cytochrome P-450 CYP3A genetics, Cytochrome P-450 CYP3A metabolism, Immunosuppressive Agents, Retrospective Studies, Treatment Outcome, Genotype, ATP Binding Cassette Transporter, Subfamily B genetics, Graft vs Host Disease drug therapy, Graft vs Host Disease genetics, Graft vs Host Disease prevention & control, Hematopoietic Stem Cell Transplantation methods
- Abstract
Aim: Successful treatment with tacrolimus to prevent graft versus host disease (GVHD) and minimize tacrolimus-related toxicities among allogeneic hematopoietic cell transplantation (alloHCT) recipients is contingent upon quickly achieving and maintaining concentrations within a narrow therapeutic range. The primary objective was to investigate associations between CYP3A4, CYP3A5 or ABCB1 genotype and the proportion of patients that attained an initial tacrolimus goal concentration following initiation of intravenous (iv.) and conversion to oral administration. Materials & methods: We retrospectively evaluated 86 patients who underwent HLA-matched (8/8) related donor alloHCT and were prescribed a tacrolimus-based regimen for GVHD prophylaxis. Results & conclusion: The findings of the present study suggests that CYP3A5 genotype may impact attainment of initial therapeutic tacrolimus concentrations with oral administration in alloHCT recipients.
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- 2024
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7. Modeling phenotypic heterogeneity towards evolutionarily inspired osteosarcoma therapy.
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Welch DL, Fridley BL, Cen L, Teer JK, Yoder SJ, Pettersson F, Xu L, Cheng CH, Zhang Y, Alexandrow MG, Xiang S, Robertson-Tessi M, Brown JS, Metts J, Brohl AS, and Reed DR
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- Young Adult, Child, Humans, Cell Line, Tumor, Coculture Techniques, Phenotype, Osteosarcoma drug therapy, Osteosarcoma genetics, Osteosarcoma metabolism, Bone Neoplasms drug therapy, Bone Neoplasms genetics
- Abstract
Osteosarcoma is the most common bone sarcoma in children and young adults. While universally delivered, chemotherapy only benefits roughly half of patients with localized disease. Increasingly, intratumoral heterogeneity is recognized as a source of therapeutic resistance. In this study, we develop and evaluate an in vitro model of osteosarcoma heterogeneity based on phenotype and genotype. Cancer cell populations vary in their environment-specific growth rates and in their sensitivity to chemotherapy. We present the genotypic and phenotypic characterization of an osteosarcoma cell line panel with a focus on co-cultures of the most phenotypically divergent cell lines, 143B and SAOS2. Modest environmental (pH, glutamine) or chemical perturbations dramatically shift the success and composition of cell lines. We demonstrate that in nutrient rich culture conditions 143B outcompetes SAOS2. But, under nutrient deprivation or conventional chemotherapy, SAOS2 growth can be favored in spheroids. Importantly, when the simplest heterogeneity state is evaluated, a two-cell line coculture, perturbations that affect the faster growing cell line have only a modest effect on final spheroid size. Thus the only evaluated therapies to eliminate the spheroids were by switching therapies from a first strike to a second strike. This extensively characterized, widely available system, can be modeled and scaled to allow for improved strategies to anticipate resistance in osteosarcoma due to heterogeneity., (© 2023. The Author(s).)
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- 2023
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8. Neoantigen-specific CD4 + tumor-infiltrating lymphocytes are potent effectors identified within adoptive cell therapy products for metastatic melanoma patients.
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Hall MS, Teer JK, Yu X, Branthoover H, Snedal S, Rodriguez-Valentin M, Nagle L, Scott E, Schachner B, Innamarato P, Hall AM, Blauvelt J, Rich CJ, Richards AD, Ceccarelli J, Langer TJ, Yoder SJ, Beatty MS, Cox CA, Messina JL, Abate-Daga D, Mule JJ, Mullinax JE, Sarnaik AA, and Pilon-Thomas S
- Subjects
- Humans, Immunotherapy, Adoptive methods, Prospective Studies, CD4-Positive T-Lymphocytes, Lymphocytes, Tumor-Infiltrating, Melanoma
- Abstract
Background: Adoptive cell therapy (ACT) with tumor-infiltrating lymphocytes (TILs) is a promising immunotherapeutic approach for patients with advanced solid tumors. While numerous advances have been made, the contribution of neoantigen-specific CD4
+ T cells within TIL infusion products remains underexplored and therefore offers a significant opportunity for progress., Methods: We analyzed infused TIL products from metastatic melanoma patients previously treated with ACT for the presence of neoantigen-specific T cells. TILs were enriched on reactivity to neoantigen peptides derived and prioritized from patient sample-directed mutanome analysis. Enriched TILs were further investigated to establish the clonal neoantigen response with respect to function, transcriptomics, and persistence following ACT., Results: We discovered that neoantigen-specific TIL clones were predominantly CD4+ T cells and were present in both therapeutic responders and non-responders. CD4+ TIL demonstrated an effector T cell response with cytotoxicity toward autologous tumor in a major histocompatibility complex class II-dependent manner. These results were validated by paired TCR and single cell RNA sequencing, which elucidated transcriptomic profiles distinct to neoantigen-specific CD4+ TIL., Conclusions: Despite methods which often focus on CD8+T cells, our study supports the importance of prospective identification of neoantigen-specific CD4+ T cells within TIL products as they are a potent source of tumor-specific effectors. We further advocate for the inclusion of neoantigen-specific CD4+ TIL in future ACT protocols as a strategy to improve antitumor immunity., Competing Interests: Competing interests: Moffitt Cancer Center has licensed Intellectual Property (IP) related to the proliferation and expansion of tumor infiltrating lymphocytes (TILs) to Iovance Biotherapeutics. MSH, JEM, SP-T and AS are coinventors on such Intellectual Property. AS and SP-T are coinventors on a patent application with Provectus Biopharmaceuticals. MSH, DA-D, AS and SP-T are coinventors in provisional patent applications filed by Moffitt Cancer Center, including one resulting from the work described in this manuscript. MSH and AMH report common stock holdings in AbbVi, Amgen, BioHaven Pharmaceuticals, and Bristol Myers Squibb. JKT, XY, AS and SP-T participate in a sponsored research agreement with Turnstone Biologics. JJM is Associate Center Director at Moffitt Cancer Center and founder of Piranha Oncology, has ownership interest in Aleta Biotherapeutics, CG Oncology, Turnstone Biologics, AffyImmune, Aleta BioTherapeutics, Ankyra Therapeutics, and is a paid consultant/paid advisory board member for ONCoPEP, CG Oncology, Mersana Therapeutics, Turnstone Biologics, Aleta BioTherapeutics, Iovance Biotherapeutics, Vault Pharma, ORI Capital, UbiVac, Vycellix, AffyImmune, and Ankyra. JEM participates in sponsored research agreements with Intellia Therapeutics and SQZ Biotech that are not related to this research. JEM has received research support that is not related to this research from the following entities: Ocala Royal Dames and V Foundation. JEM has received ad hoc consulting fees from Iovance Biotherapeutics, Lyell Therapeutics, and Merit Medical. AS has received Ad hoc consulting fees from Iovance Biotherapeutics, Guidepoint, Defined Health, Huron Consulting Group, KeyQuest Health Inc, Istari, and Gerson Lehrman Group. AS has received speaker fees from Physicians’ Educational Resource (PER), Medscape and Medstar Health. Moffitt has also licensed IP to Tuhura Biopharma. SP-T is an inventor on such Intellectual Property. SP-T participates in sponsored research agreements with Provectus Biopharmaceuticals, Intellia Therapeutics, Dyve Biosciences, and Iovance Biotherapeutics that are not related to this research. SP-T has received consulting fees from Seagen and KSQ Therapeutics., (© Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.)- Published
- 2023
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9. Associations between prediagnostic aspirin use and ovarian tumor gene expression.
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Sasamoto N, Stewart PA, Wang T, Thompson ZJ, Yoder SJ, Hecht JL, Cleveland JL, Conejo-Garcia J, Fridley BL, Terry KL, and Tworoger SS
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- Female, Humans, Case-Control Studies, Gene Expression, Estrogens, Aspirin adverse effects, Ovarian Neoplasms pathology
- Abstract
Background: Aspirin use has been associated with reduced ovarian cancer risk, yet the underlying biological mechanisms are not fully understood. To gain mechanistic insights, we assessed the association between prediagnosis low and regular-dose aspirin use and gene expression profiles in ovarian tumors., Methods: RNA sequencing was performed on high-grade serous, poorly differentiated, and high-grade endometrioid ovarian cancer tumors from the Nurses' Health Study (NHS), NHSII, and New England Case-Control Study (n = 92 cases for low, 153 cases for regular-dose aspirin). Linear regression identified differentially expressed genes associated with aspirin use, adjusted for birth decade and cohort. False discovery rates (FDR) were used to account for multiple testing and gene set enrichment analysis was used to identify biological pathways., Results: No individual genes were significantly differentially expressed in ovarian tumors in low or regular-dose aspirin users accounting for multiple comparisons. However, current versus never use of low-dose aspirin was associated with upregulation of immune pathways (e.g., allograft rejection, FDR = 5.8 × 10
-10 ; interferon-gamma response, FDR = 2.0 × 10-4 ) and downregulation of estrogen response pathways (e.g., estrogen response late, FDR = 4.9 × 10-8 ). Ovarian tumors from current regular aspirin users versus never users were also associated with upregulation in interferon pathways (FDR <1.5 × 10-4 ) and downregulation of multiple extracellular matrix (ECM) architecture pathways (e.g., ECM organization, 4.7 × 10-8 )., Conclusion: Our results suggest low and regular-dose aspirin may impair ovarian tumorigenesis in part via enhancing adaptive immune response and decreasing metastatic potential supporting the likely differential effects on ovarian carcinogenesis and progression by dose of aspirin., (© 2023 The Authors. Cancer Medicine published by John Wiley & Sons Ltd.)- Published
- 2023
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10. Elevated Methionine Flux Drives Pyroptosis Evasion in Persister Cancer Cells.
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El-Kenawi A, Berglund A, Estrella V, Zhang Y, Liu M, Putney RM, Yoder SJ, Johnson J, Brown J, and Gatenby R
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- Humans, Methionine, Apoptosis, Inflammasomes metabolism, Cell Death, Racemethionine pharmacology, Pyroptosis genetics, Neoplasms
- Abstract
Induction of cell death represents a primary goal of most anticancer treatments. Despite the efficacy of such approaches, a small population of "persisters" develop evasion strategies to therapy-induced cell death. While previous studies have identified mechanisms of resistance to apoptosis, the mechanisms by which persisters dampen other forms of cell death, such as pyroptosis, remain to be elucidated. Pyroptosis is a form of inflammatory cell death that involves formation of membrane pores, ion gradient imbalance, water inflow, and membrane rupture. Herein, we investigate mechanisms by which cancer persisters resist pyroptosis, survive, then proliferate in the presence of tyrosine kinase inhibitors (TKI). Lung, prostate, and esophageal cancer persister cells remaining after treatments exhibited several hallmarks indicative of pyroptosis resistance. The inflammatory attributes of persisters included chronic activation of inflammasome, STING, and type I interferons. Comprehensive metabolomic characterization uncovered that TKI-induced pyroptotic persisters display high methionine consumption and excessive taurine production. Elevated methionine flux or exogenous taurine preserved plasma membrane integrity via osmolyte-mediated effects. Increased dependency on methionine flux decreased the level of one carbon metabolism intermediate S-(5'-adenosyl)-L-homocysteine, a determinant of cell methylation capacity. The consequent increase in methylation potential induced DNA hypermethylation of genes regulating metal ion balance and intrinsic immune response. This enabled thwarting TKI resistance by using the hypomethylating agent decitabine. In summary, the evolution of resistance to pyroptosis can occur via a stepwise process of physical acclimation and epigenetic changes without existing or recurrent mutations., Significance: Methionine enables cancer cells to persist by evading pyroptotic osmotic lysis, which leads to genome-wide hypermethylation that allows persisters to gain proliferative advantages., (©2022 The Authors; Published by the American Association for Cancer Research.)
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- 2023
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11. A pilot study to evaluate tissue- and plasma-based DNA driver mutations in a cohort of patients with pancreatic intraductal papillary mucinous neoplasms.
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Park MA, Zaw T, Yoder SJ, Gomez M, Genilo-Delgado M, Basinski T, Katende E, Dam A, Mok SRS, Monteiro A, Mohammadi A, Jeong DK, Jiang K, Centeno BA, Hodul P, Malafa M, Fleming J, Chen DT, Mo Q, Teer JK, and Permuth JB
- Subjects
- Humans, Pilot Projects, Retrospective Studies, Mutation, Pancreatic Intraductal Neoplasms genetics, Pancreatic Intraductal Neoplasms pathology, Pancreatic Neoplasms genetics, Pancreatic Neoplasms pathology, Pancreatic Neoplasms surgery, Neoplasms, Cystic, Mucinous, and Serous
- Abstract
Intraductal papillary mucinous neoplasms (IPMNs) are precursor lesions to pancreatic ductal adenocarcinoma that are challenging to manage due to limited imaging, cytologic, and molecular markers that accurately classify lesions, grade of dysplasia, or focus of invasion preoperatively. The objective of this pilot study was to determine the frequency and type of DNA mutations in a cohort of surgically resected, pathologically confirmed IPMN, and to determine if concordant mutations are detectable in paired pretreatment plasma samples. Formalin-fixed paraffin-embedded (FFPE) tissue from 46 surgically resected IPMNs (31 low-grade, 15 high-grade) and paired plasma from a subset of 15 IPMN cases (10 low-grade, 5 high-grade) were subjected to targeted mutation analysis using a QIAseq Targeted DNA Custom Panel. Common driver mutations were detected in FFPE from 44 of 46 (95.6%) IPMN cases spanning all grades; the most common DNA mutations included: KRAS (80%), RNF43 (24%), and GNAS (43%). Of note, we observed a significant increase in the frequency of RNF43 mutations from low-grade to high-grade IPMNs associated or concomitant with invasive carcinoma (trend test, P = 0.01). Among the subset of cases with paired plasma, driver mutations identified in the IPMNs were not detected in circulation. Overall, our results indicate that mutational burden for IPMNs is a common occurrence, even in low-grade IPMNs. Furthermore, although blood-based biopsies are an attractive, noninvasive method for detecting somatic DNA mutations, the QIAseq panel was not sensitive enough to detect driver mutations that existed in IPMN tissue using paired plasma in the volume we were able to retrieve for this retrospective study., Competing Interests: Conflicts of interest None declared., (© The Author(s) 2022. Published by Oxford University Press on behalf of the Genetics Society of America.)
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- 2023
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12. T cell repertoire in peripheral blood as a potential biomarker for predicting response to concurrent cetuximab and nivolumab in head and neck squamous cell carcinoma.
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Wang X, Muzaffar J, Kirtane K, Song F, Johnson M, Schell MJ, Li J, Yoder SJ, Conejo-Garcia JR, Guevara-Patino JA, Bonomi M, Bhateja P, Rocco JW, Steuer CE, Saba NF, and Chung CH
- Subjects
- Biomarkers, Cetuximab, Humans, Leukocytes, Mononuclear, Nivolumab pharmacology, Nivolumab therapeutic use, Receptors, Antigen, T-Cell, Squamous Cell Carcinoma of Head and Neck drug therapy, T-Lymphocytes, Head and Neck Neoplasms drug therapy, Papillomavirus Infections drug therapy
- Abstract
Background: T cell receptor (TCR) signaling profile is a fundamental property that underpins both adaptive and innate immunity in the host. Despite its potential clinical relevance, the TCR repertoire in peripheral blood has not been thoroughly explored for its value as an immunotherapy efficacy biomarker in head and neck squamous cell carcinoma (HNSCC). The purpose of the present study is to characterize and compare the TCR repertoire in peripheral blood mononuclear cells (PBMC) from patients with HNSCC treated with the combination of cetuximab and nivolumab., Methods: We used the immunoSEQ assay to sequence the TCR beta (TCR-B) chain repertoire from serially obtained PBMC at baseline and during the treatments from a total of 41 patients who received the combination (NCT03370276). Key TCR repertoire metrics, including diversity and clonality, were calculated and compared between patients with different therapy responses and clinical characteristics (eg, human papillomavirus (HPV) status and smoking history). Patient survival outcomes were compared according to patient groups stratified by the TCR-B clonotyping. To confirm the observed patterns in TCR spectrum, samples from patients who achieved complete response (CR) and partial response (PR) were further profiled with the immunoSEQ deep resolution assay., Results: Our data indicated that the patients who achieved CR and PR had an increased TCR sequence diversity in their baseline samples, this tendency being more pronounced in HPV-negative patients or those with a smoking history. Notably, the CR/PR group had the lowest proportion of patients with oligoclonal TCR clones (2 out of 8 patients), followed by the stable disease group (9 out of 20 patients) and lastly the progressive disease group (7 out of 10 patients). An overall trend toward favorable patient survival was also observed in the polyclonal group. Finally, we reported the shared TCR clones across patients within the same response group, as well as the shared clones by aligning immunoSEQ reads with TCR data retrieved from The Cancer Genome Atlas- head and neck squamous cell carcinoma (TCGA-HNSC) cohort., Conclusions: Our data suggest that, despite the great clinical heterogeneity of HNSCC and the limited responders in the present cohort, the peripheral TCR repertoires from pretreatment PBMC may be developed as biomarkers for the benefit of immunotherapy in HNSCC., Competing Interests: Competing interests: CHC—honoraria from Bristol Myers Squibb, CUE, Sanofi, Mirati, Merck, and Exelixis for ad hoc Scientific Advisory Board participation. CS—honoraria from Armo, Bergen Bio, AbbVie, and Lilly Oncology for ad hoc Scientific Advisory Board participation. NS—honoraria from Pfizer, Merck, Aduro, Rakuten, CUE, and Blupoint, Eisai, AstraZeneca, WebMD, Mirati, Reach MD, Vaccinex, Kura, Biontech, GSK, Aduro, Pfizer for ad hoc Scientific Advisory Board or Data Safety Monitoring Committee and research funding Bristol Myers Squibb and Exelixis. JRCG—Honorarium from Alloy Therapeutics and Anixa Biosciences; stock options in Alloy Therapeutics, Anixa Biosciences and Compass Therapeutics; intellectual property with Anixa Biosciences and Compass Therapeutics; sponsored research supported by Anixa Biosciences.The other authors do not have conflict of interest to declare., (© Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY. Published by BMJ.)
- Published
- 2022
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13. Lifetime ovulatory years and ovarian cancer gene expression profiles.
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Sasamoto N, Stewart PA, Wang T, Yoder SJ, Chellappan S, Hecht JL, Fridley BL, Terry KL, and Tworoger SS
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- Carcinogenesis, Carcinoma, Ovarian Epithelial, Case-Control Studies, Female, Humans, Ovarian Neoplasms genetics, Ovarian Neoplasms pathology, Transcriptome
- Abstract
Background: Greater ovulatory years is associated with increased ovarian cancer risk. Although ovulation leads to an acute pro-inflammatory local environment, how long-term exposure to ovulation impacts ovarian carcinogenesis is not fully understood. Thus, we examined the association between gene expression profiles of ovarian tumors and lifetime ovulatory years to enhance understanding of associated biological pathways., Methods: RNA sequencing data was generated on 234 invasive ovarian cancer tumors that were high-grade serous, poorly differentiated, or high-grade endometrioid from the Nurses' Health Study (NHS), NHSII, and the New England Case Control Study. We used linear regression to identify differentially expressed genes by estimated ovulatory years, adjusted for birth decade and cohort, overall and stratified by menopausal status at diagnosis. We used false discovery rates (FDR) to account for multiple testing. Gene set enrichment analysis (GSEA) with Cancer Hallmarks, KEGG, and Reactome databases was used to identify biological pathways associated with ovulatory years., Results: No individual genes were significantly differentially expressed by ovulatory years (FDR > 0.19). However, GSEA identified several pathways that were significantly associated with ovulatory years, including downregulation of pathways related to inflammation and proliferation (FDR < 1.0 × 10
-5 ). Greater ovulatory years were more strongly associated with downregulation of genes related to proliferation (e.g., E2F targets, FDR = 1.53 × 10-24 ; G2M checkpoints, FDR = 3.50 × 10-22 ) among premenopausal versus postmenopausal women at diagnosis. The association of greater ovulatory years with downregulation of genes involved in inflammatory response such as interferon gamma response pathways (FDR = 7.81 × 10-17 ) was stronger in postmenopausal women., Conclusions: Our results provide novel insight into the biological pathways that link ovulatory years to ovarian carcinogenesis, which may lead to development of targeted prevention strategies for ovarian cancer., (© 2022. The Author(s).)- Published
- 2022
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14. Correlating Immune Cell Infiltration Patterns with Recurrent Somatic Mutations in Advanced Clear Cell Renal Cell Carcinoma.
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Chakiryan NH, Hajiran A, Kim Y, Aydin AM, Zemp L, Katende E, Nguyen J, Fan W, Cheng CH, Lopez-Blanco N, Chahoud J, Spiess PE, Fournier M, Dhillon J, Wang L, Moran-Segura C, Mulé J, Du D, Yoder SJ, Berglund A, Teer JK, and Manley BJ
- Subjects
- Forkhead Transcription Factors genetics, Humans, Mutation genetics, Neoplasm Recurrence, Local, Tumor Microenvironment genetics, Tumor Suppressor Proteins genetics, Ubiquitin Thiolesterase genetics, Carcinoma, Renal Cell pathology, Kidney Neoplasms genetics, Kidney Neoplasms pathology
- Abstract
Background: Clear cell renal cell carcinoma (ccRCC) tumors have low frequencies of genetic alterations compared with other malignancies, but very high levels of immune cell infiltration and favorable response rates to immunotherapy. Currently, the interplay between specific ccRCC somatic mutations and immune infiltration pattern is unclear., Objective: To analyze the associations between common ccRCC somatic mutations and immune cell infiltration patterns within the tumor immune microenvironment (TIME)., Design, Setting, and Participants: The study included tumor samples (24 primary and 24 metastatic) from 48 patients with stage IV ccRCC. Targeted sequencing was performed for well-characterized recurrent somatic mutations in ccRCC, with the analysis focusing on the six most common ones: VHL, BAP1, PBRM1, SETD2, TP53, and KDM5C. For each sample, multiplex immunofluorescence (IF) was performed in lymphoid and myeloid panels, for seven regions of interest in three zones (tumor core, stroma, and tumor-stroma interface). IF-derived cellular densities were compared across patients, stratified by their somatic mutation status, using a linear mixed-model analysis. External validation was pursued using RNA-seq enrichment scoring from three large external data sources., Results and Limitations: Tumors with SETD2 mutations demonstrated significantly decreased levels of FOXP3+ T cells in the tumor core, stroma, and tumor-stroma interface. PBRM1 mutations were associated with decreased FOXP3+ T cells in the tumor core. Primary KDM5C mutations were associated with significantly increased CD206+ macrophage tumor infiltration in the tumor core. A computational method estimating immune cell types in the TIME using bulk RNA-seq data, xCell scoring, failed to validate associations from the IF analysis in large external data sets. A major limitation of the study is the relatively small patient population studied., Conclusions: This study provides evidence that common somatic mutations in ccRCC, such as SETD2, PBRM1, and KDM5C, are associated with distinct immune infiltration patterns within the TIME., Patient Summary: In this study, we analyzed tumor samples from patients with metastatic kidney cancer to determine whether common genetic mutations that arise from the cancer cells are associated with the density of immune cells found within those tumors. We found several distinct immune cell patterns that were associated with specific genetic mutations. These findings provide insight into the interaction between cancer genetics and the immune system in kidney cancer., (Copyright © 2021 European Association of Urology. Published by Elsevier B.V. All rights reserved.)
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- 2022
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15. A microRNA Signature Identifies Patients at Risk of Barrett Esophagus Progression to Dysplasia and Cancer.
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Saller J, Jiang K, Xiong Y, Yoder SJ, Neill K, Pimiento JM, Pena L, Corbett FS, Magliocco A, and Coppola D
- Subjects
- Adenocarcinoma pathology, Aged, Aged, 80 and over, Barrett Esophagus pathology, Disease Progression, Esophageal Neoplasms pathology, Female, Humans, Male, Middle Aged, Prognosis, Adenocarcinoma genetics, Barrett Esophagus genetics, Esophageal Neoplasms genetics, MicroRNAs genetics, Transcriptome
- Abstract
Background: Progression of Barrett esophagus (BE) to esophageal adenocarcinoma occurs among a minority of BE patients. To date, BE behavior cannot be predicted on the basis of histologic features., Aims: We compared BE samples that did not develop dysplasia or carcinoma upon follow-up of ≥ 7 years (BE nonprogressed [BEN]) with BE samples that developed carcinoma upon follow-up of 3 to 4 years (BE progressed [BEP])., Methods: The NanoString nCounter miRNA assay was used to profile 24 biopsy samples of BE, including 13 BENs and 11 BEPs. Fifteen samples were randomly selected for miRNA prediction model training; nine were randomly selected for miRNA validation., Results: Unpaired t tests with Welch's correction were performed on 800 measured miRNAs to identify the most differentially expressed miRNAs for cases of BEN and BEP. The top 12 miRNAs (P < .003) were selected for principal component analyses: miR-1278, miR-1301, miR-1304-5p, miR-517b-3p, miR-584-5p, miR-599, miR-103a-3p, miR-1197, miR-1256, miR-509-3-5p, miR-544b, miR-802. The 12-miRNA signature was first self-validated on the training dataset, resulting in 7 out of the 7 BEP samples being classified as BEP (100% sensitivity) and 7 out of the 8 BEN samples being classified as BEN (87.5% specificity). Upon validation, 4 out of the 4 BEP samples were classified as BEP (100% sensitivity) and 4 out of the 5 BEN samples were classified as BEN (80% specificity). Twenty-four samples were evaluated, and 22 cases were correctly classified. Overall accuracy was 91.67%., Conclusion: Using miRNA profiling, we have identified a 12-miRNA signature able to reliably differentiate cases of BEN from BEP., (© 2021. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.)
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- 2022
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16. A pilot study to troubleshoot quality control metrics when assessing circulating miRNA expression data reproducibility across study sites.
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Permuth JB, Mesa T, Williams SL, Cardentey Y, Zhang D, Pawlak EA, Li J, Cameron ME, Ali KN, Jeong D, Yoder SJ, Chen DT, Trevino JG, Merchant N, and Malafa M
- Subjects
- Benchmarking, Gene Expression Profiling methods, Humans, Pilot Projects, Quality Control, Reproducibility of Results, Circulating MicroRNA genetics, MicroRNAs genetics
- Abstract
Background: Given the growing interest in using microRNAs (miRNAs) as biomarkers of early disease, establishment of robust protocols and platforms for miRNA quantification in biological fluids is critical., Objective: The goal of this multi-center pilot study was to evaluate the reproducibility of NanoString nCounter™ technology when analyzing the abundance of miRNAs in plasma and cystic fluid from patients with pancreatic lesions., Methods: Using sample triplicates analyzed across three study sites, we assessed potential sources of variability (RNA isolation, sample processing/ligation, hybridization, and lot-to-lot variability) that may contribute to suboptimal reproducibility of miRNA abundance when using nCounter™, and evaluated expression of positive and negative controls, housekeeping genes, spike-in genes, and miRNAs., Results: Positive controls showed a high correlation across samples from each site (median correlation coefficient, r> 0.9). Most negative control probes had expression levels below background. Housekeeping and spike-in genes each showed a similar distribution of expression and comparable pairwise correlation coefficients of replicate samples across sites. A total of 804 miRNAs showed a similar distribution of pairwise correlation coefficients between replicate samples (p= 0.93). After normalization and selecting miRNAs with expression levels above zero in 80% of samples, 55 miRNAs were identified; heatmap and principal component analysis revealed similar expression patterns and clustering in replicate samples., Conclusions: Findings from this pilot investigation suggest the nCounter platform can yield reproducible results across study sites. This study underscores the importance of implementing quality control procedures when designing multi-center evaluations of miRNA abundance.
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- 2022
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17. Tumor-infiltrating lymphocyte treatment for anti-PD-1-resistant metastatic lung cancer: a phase 1 trial.
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Creelan BC, Wang C, Teer JK, Toloza EM, Yao J, Kim S, Landin AM, Mullinax JE, Saller JJ, Saltos AN, Noyes DR, Montoya LB, Curry W, Pilon-Thomas SA, Chiappori AA, Tanvetyanon T, Kaye FJ, Thompson ZJ, Yoder SJ, Fang B, Koomen JM, Sarnaik AA, Chen DT, Conejo-Garcia JR, Haura EB, and Antonia SJ
- Subjects
- Adult, Aged, Female, Humans, Lung Neoplasms pathology, Male, Middle Aged, Neoplasm Metastasis, Carcinoma, Non-Small-Cell Lung therapy, Drug Resistance, Neoplasm, Lung Neoplasms therapy, Lymphocytes, Tumor-Infiltrating, Programmed Cell Death 1 Receptor antagonists & inhibitors
- Abstract
Adoptive cell therapy using tumor-infiltrating lymphocytes (TILs) has shown activity in melanoma, but has not been previously evaluated in metastatic non-small cell lung cancer. We conducted a single-arm open-label phase 1 trial ( NCT03215810 ) of TILs administered with nivolumab in 20 patients with advanced non-small cell lung cancer following initial progression on nivolumab monotherapy. The primary end point was safety and secondary end points included objective response rate, duration of response and T cell persistence. Autologous TILs were expanded ex vivo from minced tumors cultured with interleukin-2. Patients received cyclophosphamide and fludarabine lymphodepletion, TIL infusion and interleukin-2, followed by maintenance nivolumab. The end point of safety was met according to the prespecified criteria of ≤17% rate of severe toxicity (95% confidence interval, 3-29%). Of 13 evaluable patients, 3 had confirmed responses and 11 had reduction in tumor burden, with a median best change of 35%. Two patients achieved complete responses that were ongoing 1.5 years later. In exploratory analyses, we found T cells recognizing multiple types of cancer mutations were detected after TIL treatment and were enriched in responding patients. Neoantigen-reactive T cell clonotypes increased and persisted in peripheral blood after treatment. Cell therapy with autologous TILs is generally safe and clinically active and may constitute a new treatment strategy in metastatic lung cancer., (© 2021. The Author(s), under exclusive licence to Springer Nature America, Inc.)
- Published
- 2021
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18. Establishing a living biobank of patient-derived organoids of intraductal papillary mucinous neoplasms of the pancreas.
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Beato F, Reverón D, Dezsi KB, Ortiz A, Johnson JO, Chen DT, Ali K, Yoder SJ, Jeong D, Malafa M, Hodul P, Jiang K, Centeno BA, Abdalah MA, Balasi JA, Tassielli AF, Sarcar B, Teer JK, DeNicola GM, Permuth JB, and Fleming JB
- Subjects
- Aged, Aged, 80 and over, Algorithms, Cell Culture Techniques, Female, Histocytochemistry, Humans, Image Processing, Computer-Assisted, Male, Middle Aged, Organoids cytology, Pancreas cytology, Tissue Culture Techniques, Biological Specimen Banks, Organoids pathology, Pancreas pathology, Pancreatic Intraductal Neoplasms pathology
- Abstract
Pancreatic cancer (PaCa) is the third leading cause of cancer-related deaths in the United States. There is an unmet need to develop strategies to detect PaCa at an early, operable stage and prevent its progression. Intraductal papillary mucinous neoplasms (IPMNs) are cystic PaCa precursors that comprise nearly 50% of pancreatic cysts detected incidentally via cross-sectional imaging. Since IPMNs can progress from low- and moderate-grade dysplasia to high-grade dysplasia and invasion, the study of these lesions offers a prime opportunity to develop early detection and prevention strategies. Organoids are an ideal preclinical platform to study IPMNs, and the objective of the current investigation was to establish a living biobank of patient-derived organoids (PDO) from IPMNs. IPMN tumors and adjacent normal pancreatic tissues were successfully harvested from 15 patients with IPMNs undergoing pancreatic surgical resection at Moffitt Cancer Center & Research Institute (Tampa, FL) between May of 2017 and March of 2019. Organoid cultures were also generated from cryopreserved tissues. Organoid count and size were determined over time by both Image-Pro Premier 3D Version 9.1 digital platform and Matlab application of a Circular Hough Transform algorithm, and histologic and genomic characterization of a subset of the organoids was performed using immunohistochemistry and targeted sequencing, respectively. The success rates for organoid generation from IPMN tumor and adjacent normal pancreatic tissues were 81% and 87%, respectively. IPMN organoids derived from different epithelial subtypes showed different morphologies in vitro, and organoids recapitulated histologic and genomic characteristics of the parental IPMN tumor. In summary, this preclinical model has the potential to provide new opportunities to unveil mechanisms of IPMN progression to invasion and to shed insight into novel biomarkers for early detection and targets for chemoprevention.
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- 2021
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19. Molecular Determinants of Thyroid Nodules with Indeterminate Cytology and RAS Mutations.
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Hernandez-Prera JC, Valderrabano P, Creed JH, de la Iglesia JV, Slebos RJC, Centeno BA, Tarasova V, Hallanger-Johnson J, Veloski C, Otto KJ, Wenig BM, Yoder SJ, Lam CA, Park DS, Anderson AR, Raghunand N, Berglund A, Caudell J, Gerke TA, and Chung CH
- Subjects
- Adolescent, Adult, Aged, Angiopoietin-2 genetics, Female, Gene Expression Profiling, Gene Regulatory Networks, Genetic Predisposition to Disease, Humans, Male, Middle Aged, Phenotype, Retrospective Studies, Thyroid Neoplasms pathology, Thyroid Neoplasms surgery, Thyroid Nodule pathology, Thyroid Nodule surgery, Young Adult, Biomarkers, Tumor genetics, Genes, ras, Mutation, Thyroid Neoplasms genetics, Thyroid Nodule genetics, Transcriptome
- Abstract
Background: RAS gene family mutations are the most prevalent in thyroid nodules with indeterminate cytology and are present in a wide spectrum of histological diagnoses. We evaluated differentially expressed genes and signaling pathways across the histological/clinical spectrum of RAS -mutant nodules to determine key molecular determinants associated with a high risk of malignancy. Methods: Sixty-one thyroid nodules with RAS mutations were identified. Based on the histological diagnosis and biological behavior, the nodules were grouped into five categories indicating their degree of malignancy: non-neoplastic appearance, benign neoplasm, indeterminate malignant potential, low-risk cancer, or high-risk cancer. Gene expression profiles of these nodules were determined using the NanoString PanCancer Pathways and IO 360 Panels, and Angiopoietin-2 level was determined by immunohistochemical staining. Results: The analysis of differentially expressed genes using the five categories as supervising parameters unearthed a significant correlation between the degree of malignancy and genes involved in cell cycle and apoptosis ( BAX , CCNE2 , CDKN2A , CDKN2B , CHEK1 , E2F1 , GSK3B , NFKB1 , and PRKAR2A ), PI3K pathway ( CCNE2 , CSF3 , GSKB3 , NFKB1 , PPP2R2C , and SGK2 ), and stromal factors ( ANGPT2 and DLL4 ). The expression of Angiopoietin-2 by immunohistochemistry also showed the same trend of increasing expression from non-neoplastic appearance to high-risk cancer ( p < 0.0001). Conclusions: The gene expression analysis of RAS -mutant thyroid nodules suggests increasing upregulation of key oncogenic pathways depending on their degree of malignancy and supports the concept of a stepwise progression. The utility of ANGPT2 expression as a potential diagnostic biomarker warrants further evaluation.
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- 2021
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20. Sirt2 Inhibition Enhances Metabolic Fitness and Effector Functions of Tumor-Reactive T Cells.
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Hamaidi I, Zhang L, Kim N, Wang MH, Iclozan C, Fang B, Liu M, Koomen JM, Berglund AE, Yoder SJ, Yao J, Engelman RW, Creelan BC, Conejo-Garcia JR, Antonia SJ, Mulé JJ, and Kim S
- Subjects
- Animals, Antineoplastic Agents chemistry, Carcinoma, Non-Small-Cell Lung metabolism, Cells, Cultured, Enzyme Inhibitors chemistry, Humans, Lung Neoplasms metabolism, Mice, Mice, Inbred C57BL, Sirtuin 2 deficiency, Sirtuin 2 metabolism, T-Lymphocytes metabolism, Antineoplastic Agents pharmacology, Carcinoma, Non-Small-Cell Lung drug therapy, Enzyme Inhibitors pharmacology, Lung Neoplasms drug therapy, Sirtuin 2 antagonists & inhibitors, T-Lymphocytes drug effects
- Abstract
Dysregulated metabolism is a key driver of maladaptive tumor-reactive T lymphocytes within the tumor microenvironment. Actionable targets that rescue the effector activity of antitumor T cells remain elusive. Here, we report that the Sirtuin-2 (Sirt2) NAD
+ -dependent deacetylase inhibits T cell metabolism and impairs T cell effector functions. Remarkably, upregulation of Sirt2 in human tumor-infiltrating lymphocytes (TILs) negatively correlates with response to TIL therapy in advanced non-small-cell lung cancer. Mechanistically, Sirt2 suppresses T cell metabolism by targeting key enzymes involved in glycolysis, tricarboxylic acid-cycle, fatty acid oxidation, and glutaminolysis. Accordingly, Sirt2-deficient murine T cells exhibit increased glycolysis and oxidative phosphorylation, resulting in enhanced proliferation and effector functions and subsequently exhibiting superior antitumor activity. Importantly, pharmacologic inhibition of Sirt2 endows human TILs with these superior metabolic fitness and effector functions. Our findings unveil Sirt2 as an unexpected actionable target for reprogramming T cell metabolism to augment a broad spectrum of cancer immunotherapies., Competing Interests: Declaration of Interests The authors declare no competing interests., (Copyright © 2020 Elsevier Inc. All rights reserved.)- Published
- 2020
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21. The genomic landscape of undifferentiated embryonal sarcoma of the liver is typified by C19MC structural rearrangement and overexpression combined with TP53 mutation or loss.
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Setty BA, Jinesh GG, Arnold M, Pettersson F, Cheng CH, Cen L, Yoder SJ, Teer JK, Flores ER, Reed DR, and Brohl AS
- Subjects
- Aneuploidy, Child, Child, Preschool, Female, Genes, ras genetics, Genomic Instability genetics, Humans, Infant, Male, Transcription Initiation Site, Tumor Suppressor Protein p53 deficiency, Up-Regulation, Chromosome Breakpoints, Chromosomes, Human, Pair 19 genetics, Gene Expression Regulation, Neoplastic, Liver Neoplasms genetics, MicroRNAs genetics, Mutation, Neoplasms, Germ Cell and Embryonal genetics, Sarcoma genetics, Tumor Suppressor Protein p53 genetics
- Abstract
Undifferentiated embryonal sarcoma of the liver (UESL) is a rare and aggressive malignancy. Though the molecular underpinnings of this cancer have been largely unexplored, recurrent chromosomal breakpoints affecting a noncoding region on chr19q13, which includes the chromosome 19 microRNA cluster (C19MC), have been reported in several cases. We performed comprehensive molecular profiling on samples from 14 patients diagnosed with UESL. Congruent with prior reports, we identified structural variants in chr19q13 in 10 of 13 evaluable tumors. From whole transcriptome sequencing, we observed striking expressional activity of the entire C19MC region. Concordantly, in 7 of 7 samples undergoing miRNAseq, we observed hyperexpression of the miRNAs within this cluster to levels >100 fold compared to matched normal tissue or a non-C19MC amplified cancer cell line. Concurrent TP53 mutation or copy number loss was identified in all evaluable tumors with evidence of C19MC overexpression. We find that C19MC miRNAs exhibit significant negative correlation to TP53 regulatory miRNAs and K-Ras regulatory miRNAs. Using RNA-seq we identified that pathways relevant to cellular differentiation as well as mRNA translation machinery are transcriptionally enriched in UESL. In summary, utilizing a combination of next-generation sequencing and high-density arrays we identify the combination of C19MC hyperexpression via chromosomal structural event with TP53 mutation or loss as highly recurrent genomic features of UESL., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2020
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22. Development of Malignancy-Risk Gene Signature Assay for Predicting Breast Cancer Risk.
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Sun J, Chen DT, Li J, Sun W, Yoder SJ, Mesa TE, Wloch M, Roetzheim R, Laronga C, and Lee MC
- Subjects
- Adult, Aged, Biopsy, Breast pathology, Breast Neoplasms genetics, Breast Neoplasms pathology, Female, Follow-Up Studies, Gene Expression Profiling methods, Humans, Middle Aged, Predictive Value of Tests, ROC Curve, Risk Assessment methods, Tissue Array Analysis methods, Biomarkers, Tumor genetics, Breast Neoplasms epidemiology, Transcriptome genetics
- Abstract
Background: Breast cancer (BC) risk assessment models are statistical estimates based on patient characteristics. We developed a gene expression assay to assess BC risk using benign breast biopsy tissue., Methods: A NanoString-based malignancy risk (MR) gene signature was validated for formalin-fixed paraffin-embedded (FFPE) tissue. It was applied to FFPE benign and BC specimens obtained from women who underwent breast biopsy, some of whom developed BC during follow-up to evaluate diagnostic capability of the MR signature. BC risk was calculated with MR score, Gail risk score, and both tests combined. Logistic regression and receiver operating characteristic curves were used to evaluate these 3 models., Results: NanoString MR demonstrated concordance between fresh frozen and FFPE malignant samples (r = 0.99). Within the validation set, 563 women with benign breast biopsies from 2007 to 2011 were identified and followed for at least 5 y; 50 women developed BC (affected) within 5 y from biopsy. Three groups were compared: benign tissue from unaffected and affected patients and malignant tissue from affected patients. Kruskal-Wallis test suggested difference between the groups (P = 0.09) with trend in higher predicted MR score for benign tissue from affected patients before development of BC. Neither the MR signature nor Gail risk score were statistically different between affected and unaffected patients; combining both tests demonstrated best predictive value (AUC = 0.71)., Conclusions: FFPE gene expression assays can be used to develop a predictive test for BC. Further investigation of the combined MR signature and Gail Model is required. Our assay was limited by scant cellularity of archived breast tissue., (Copyright © 2019 Elsevier Inc. All rights reserved.)
- Published
- 2020
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23. Functional Analysis and Fine Mapping of the 9p22.2 Ovarian Cancer Susceptibility Locus.
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Buckley MA, Woods NT, Tyrer JP, Mendoza-Fandiño G, Lawrenson K, Hazelett DJ, Najafabadi HS, Gjyshi A, Carvalho RS, Lyra PC Jr, Coetzee SG, Shen HC, Yang AW, Earp MA, Yoder SJ, Risch H, Chenevix-Trench G, Ramus SJ, Phelan CM, Coetzee GA, Noushmehr H, Hughes TR, Sellers TA, Goode EL, Pharoah PD, Gayther SA, and Monteiro ANA
- Subjects
- Base Sequence, Cell Cycle Proteins genetics, Cell Line, Tumor, Chromosome Mapping, Cystadenocarcinoma, Serous genetics, DNA, Neoplasm genetics, DNA-Binding Proteins genetics, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, HEK293 Cells, Humans, Linkage Disequilibrium, Polymorphism, Single Nucleotide, Carcinoma, Ovarian Epithelial genetics, Chromosomes, Human, Pair 9, Ovarian Neoplasms genetics
- Abstract
Genome-wide association studies have identified 40 ovarian cancer risk loci. However, the mechanisms underlying these associations remain elusive. In this study, we conducted a two-pronged approach to identify candidate causal SNPs and assess underlying biological mechanisms at chromosome 9p22.2, the first and most statistically significant associated locus for ovarian cancer susceptibility. Three transcriptional regulatory elements with allele-specific effects and a scaffold/matrix attachment region were characterized and, through physical DNA interactions, BNC2 was established as the most likely target gene. We determined the consensus binding sequence for BNC2 in vitro , verified its enrichment in BNC2 ChIP-seq regions, and validated a set of its downstream target genes. Fine-mapping by dense regional genotyping in over 15,000 ovarian cancer cases and 30,000 controls identified SNPs in the scaffold/matrix attachment region as among the most likely causal variants. This study reveals a comprehensive regulatory landscape at 9p22.2 and proposes a likely mechanism of susceptibility to ovarian cancer. SIGNIFICANCE: Mapping the 9p22.2 ovarian cancer risk locus identifies BNC2 as an ovarian cancer risk gene. See related commentary by Choi and Brown, p. 439 ., (©2018 American Association for Cancer Research.)
- Published
- 2019
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24. Identification of Clonal Hematopoiesis Mutations in Solid Tumor Patients Undergoing Unpaired Next-Generation Sequencing Assays.
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Coombs CC, Gillis NK, Tan X, Berg JS, Ball M, Balasis ME, Montgomery ND, Bolton KL, Parker JS, Mesa TE, Yoder SJ, Hayward MC, Patel NM, Richards KL, Walko CM, Knepper TC, Soper JT, Weiss J, Grilley-Olson JE, Kim WY, Earp HS 3rd, Levine RL, Papaemmanuil E, Zehir A, Hayes DN, and Padron E
- Subjects
- Adult, Aged, Biomarkers, Computational Biology methods, Female, Genome-Wide Association Study, High-Throughput Nucleotide Sequencing, Humans, Male, Middle Aged, Neoplasms diagnosis, Clonal Evolution genetics, Hematopoiesis genetics, Mutation, Neoplasms genetics
- Abstract
Purpose: In this era of precision-based medicine, for optimal patient care, results reported from commercial next-generation sequencing (NGS) assays should adequately reflect the burden of somatic mutations in the tumor being sequenced. Here, we sought to determine the prevalence of clonal hematopoiesis leading to possible misattribution of tumor mutation calls on unpaired Foundation Medicine NGS assays., Experimental Design: This was a retrospective cohort study of individuals undergoing NGS of solid tumors from two large cancer centers. We identified and quantified mutations in genes known to be frequently altered in clonal hematopoiesis ( DNMT3A, TET2, ASXL1, TP53, ATM, CHEK2, SF3B1, CBL, JAK2 ) that were returned to physicians on clinical Foundation Medicine reports. For a subset of patients, we explored the frequency of true clonal hematopoiesis by comparing mutations on Foundation Medicine reports with matched blood sequencing., Results: Mutations in genes that are frequently altered in clonal hematopoiesis were identified in 65% (1,139/1,757) of patients undergoing NGS. When excluding TP53 , which is often mutated in solid tumors, these events were still seen in 35% (619/1,757) of patients. Utilizing paired blood specimens, we were able to confirm that 8% (18/226) of mutations reported in these genes were true clonal hematopoiesis events. The majority of DNMT3A mutations (64%, 7/11) and minority of TP53 mutations (4%, 2/50) were clonal hematopoiesis., Conclusions: Clonal hematopoiesis mutations are commonly reported on unpaired NGS testing. It is important to recognize clonal hematopoiesis as a possible cause of misattribution of mutation origin when applying NGS findings to a patient's care. See related commentary by Pollyea, p. 5790 ., (©2018 American Association for Cancer Research.)
- Published
- 2018
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25. Germline and Somatic NF1 Alterations Are Linked to Increased HER2 Expression in Breast Cancer.
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Wang X, Kallionpää RA, Gonzales PR, Chitale DA, Tousignant RN, Crowley JP, Chen Z, Yoder SJ, Blakeley JO, Acosta MT, Korf BR, Messiaen LM, and Tainsky MA
- Subjects
- Breast Neoplasms pathology, Cyclin-Dependent Kinase 4 genetics, DNA Mutational Analysis, Datasets as Topic, Female, Gene Dosage, Gene Expression Regulation, Neoplastic, Germ-Line Mutation, Humans, Loss of Heterozygosity, Neurofibromatosis 1 complications, Receptor, ErbB-2 metabolism, Breast Neoplasms genetics, Genetic Predisposition to Disease, Neurofibromatosis 1 genetics, Neurofibromin 1 genetics, Receptor, ErbB-2 genetics
- Abstract
NF1 germline mutation predisposes to breast cancer. NF1 mutations have also been proposed as oncogenic drivers in sporadic breast cancers. To understand the genomic and histologic characteristics of these breast cancers, we analyzed the tumors with NF1 germline mutations and also examined the genomic and proteomic profiles of unselected tumors. Among 14 breast cancer specimens from 13 women affected with neurofibromatosis type 1 (NF1), 9 samples (NF + BrCa) underwent genomic copy number (CN) and targeted sequencing analysis. Mutations of NF1 were identified in two samples and TP53 were in three. No mutation was detected in ATM, BARD1, BRCA1, BRCA2, BRIP1, CDH1, CHEK2, NBN, PALB2, PTEN, RAD50 , and STK11 HER2 (ErbB2) overexpression was detected by IHC in 69.2% (9/13) of the tumors. CN gain/amplification of ERBB2 was detected in 4 of 9 with DNA analysis. By evaluating HER2 expression and NF1 alterations in unselected invasive breast cancers in TCGA datasets, we discovered that among samples with ERBB2 CN gain/amplification, the HER2 mRNA and protein expression were much more pronounced in NF1 -mutated/deleted samples in comparison with NF1 -unaltered samples. This finding suggests a synergistic interplay between these two genes, potentially driving the development of breast cancer harboring NF1 mutation and ERBB2 CN gain/amplification. NF1 gene loss of heterozygosity was observed in 4 of 9 NF + BrCa samples. CDK4 appeared to have more CN gain in NF + BrCa and exhibited increased mRNA expression in TCGA NF1- -altered samples. Cancer Prev Res; 11(10); 655-64. ©2018 AACR ., (©2018 American Association for Cancer Research.)
- Published
- 2018
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26. Early transcriptional response of human ovarian and fallopian tube surface epithelial cells to norepinephrine.
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Gjyshi A, Dash S, Cen L, Cheng CH, Zhang C, Yoder SJ, Teer JK, Armaiz-Pena GN, and Monteiro ANA
- Subjects
- Blotting, Western, Cell Line, Down-Regulation, Epithelial Cells metabolism, Fallopian Tubes cytology, Female, Humans, Ovary cytology, Polymerase Chain Reaction, Promoter Regions, Genetic, Sequence Analysis, RNA, Up-Regulation, Fallopian Tubes metabolism, Norepinephrine physiology, Ovary metabolism, Transcription, Genetic physiology
- Abstract
Evidence from human and animal studies suggests that chronic behavioral stress and resulting activation of the sympathetic nervous system may influence initiation and progression of tumors. However, the underlying mechanisms for these observations are poorly understood. The purpose of this study is to explore the effects of adrenergic signaling on cell line models derived from normal cells presumed to originate epithelial ovarian cancers. Here we explored the effects of the stress-related hormone, norepinephrine, on the transcriptional program of normal immortalized ovarian (iOSE) and fallopian tube (iFTSEC) surface epithelial cells. Analysis of RNA-Seq data of treated and untreated cells revealed a significant overlap between the responses in iOSE and iFTSEC cells. Most genes modulated by norepinephrine in ovarian and fallopian tube epithelial cells are already expressed in normal ovarian and fallopian tissue and cells. For several genes, expression changes were reflected at the protein level. Genes in immune-related and developmental pathways were enriched in the set of genes modulated by norepinephrine. We identified HOXA5, SPIB, REL, SRF, SP1, NFKB1, MEF2A, E2F1, and EGR1 transcription factor binding sites to be highly enriched in our dataset. These data represent the early transcriptional response to norepinephrine in cells postulated to originate epithelial ovarian cancer.
- Published
- 2018
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27. Germ line tissues for optimal detection of somatic variants in myelodysplastic syndromes.
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Padron E, Ball MC, Teer JK, Painter JS, Yoder SJ, Zhang C, Zhang L, Moscinski LC, Rollison DE, Gore SD, Bejar R, Walter MJ, Sekeres MA, Komrokji RS, and Epling-Burnette PK
- Subjects
- Biopsy, Humans, Sequence Analysis, DNA, Genetic Association Studies, Genetic Predisposition to Disease, Germ-Line Mutation, Myelodysplastic Syndromes diagnosis, Myelodysplastic Syndromes genetics
- Published
- 2018
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28. Neurofibromin level directs RAS pathway signaling and mediates sensitivity to targeted agents in malignant peripheral nerve sheath tumors.
- Author
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Kahen EJ, Brohl A, Yu D, Welch D, Cubitt CL, Lee JK, Chen Y, Yoder SJ, Teer JK, Zhang YO, Wallace MR, and Reed DR
- Abstract
Malignant peripheral nerve sheath tumor (MPNST) is a type of soft-tissue sarcoma strongly associated with dysfunction in neurofibromin; an inhibitor of the RAS pathway. We performed high-throughput screening of an array of FDA approved and promising agents in clinical development both alone and in combination at physiologically achievable concentrations against a panel of established MPNST cell line models. We found that drugs targeting a variety of factors in the RAS pathway can effectively lead to cell death in vitro with considerable drug combination synergy in regimens that target MEK or mTOR. We observed that the degree of relative sensitivity to chemotherapeutic agents was associated with the status of neurofibromin in these cell line models. Using a combination of agents that target MEK and mTORC1/2, we effectively silenced RAS/PI3K/MEK/mTOR signaling in vitro . Moreover, we employed RNAi against NF1 to establish that MPNST drug sensitivity is directly proportional to relative level of intracellular neurofibromin. Thus, two-drug combinations that target MEK and mTORC1/2 are most effective in halting the RAS signaling cascade, and the relative success of this and related small molecule interventions in MPNSTs may be predicated upon the molecular status of neurofibromin., Competing Interests: CONFLICTS OF INTEREST The authors declare no conflicts of interest.
- Published
- 2018
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29. Tumor exome sequencing and copy number alterations reveal potential predictors of intrinsic resistance to multi-targeted tyrosine kinase inhibitors.
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Gillis NK, Rotroff DM, Mesa TE, Yao J, Chen Z, Carulli MA, Yoder SJ, Walko CM, Teer JK, and McLeod HL
- Abstract
Multi-targeted tyrosine kinase inhibitors (TKIs) have broad efficacy and similar FDA-approved indications, suggesting shared molecular drug targets across cancer types. Irrespective of tumor type, 20-30% of patients treated with multi-targeted TKIs demonstrate intrinsic resistance, with progressive disease as a best response. We conducted a retrospective cohort study to identify tumor (somatic) point mutations, insertion/deletions, and copy number alterations (CNA) associated with intrinsic resistance to multi-targeted TKIs. Using a candidate gene approach (n=243), tumor next-generation sequencing and CNA data was associated with resistant and non-resistant outcomes. Resistant individuals (n=11) more commonly harbored somatic point mutations in NTRK1 , KDR , TGFBR2 , and PTPN11 and CNA in CDK4 , CDKN2B , and ERBB2 compared to non-resistant (n=26, p<0.01). Using a random forest classification model for variable reduction and a decision tree classification model, we were able to differentiate intrinsically resistant from non-resistant patients. CNA in CDK4 and CDKN2B were the most important analytical features, implicating the cyclin D pathway as a potentially important factor in resistance to multi-targeted TKIs. Replication of these results in a larger, independent patient cohort has potential to inform personalized prescribing of these widely utilized agents., Competing Interests: CONFLICTS OF INTEREST The authors declared no conflicts of interest.
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- 2017
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30. Somatic Mutations and Ancestry Markers in Hispanic Lung Cancer Patients.
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Gimbrone NT, Sarcar B, Gordian ER, Rivera JI, Lopez C, Yoder SJ, Teer JK, Welsh EA, Chiappori AA, Schabath MB, Reuther GW, Dutil J, Garcia M, Ventosilla-Villanueva R, Vera-Valdivia L, Yabar-Berrocal A, Motta-Guerrero R, Santiago-Cardona PG, Muñoz-Antonia T, and Cress WD
- Subjects
- Female, Hispanic or Latino, Humans, Lung Neoplasms pathology, Male, Retrospective Studies, Lung Neoplasms genetics, Mutation genetics
- Abstract
Introduction: To address the lack of genomic data from Hispanic/Latino (H/L) patients with lung cancer, the Latino Lung Cancer Registry was established to collect patient data and biospecimens from H/L patients., Methods: This retrospective observational study examined lung cancer tumor samples from 163 H/L patients, and tumor-derived DNA was subjected to targeted-exome sequencing (>1000 genes, including EGFR, KRAS, serine/threonine kinase 11 gene [STK11], and tumor protein p53 gene [TP53]) and ancestry analysis. Mutation frequencies in this H/L cohort were compared with those in a similar cohort of non-Hispanic white (NHW) patients and correlated with ancestry, sex, smoking status, and tumor histologic type., Results: Of the adenocarcinomas in the H/L cohort (n = 120), 31% had EGFR mutations, versus 17% in the NHW control group (p < 0.001). KRAS (20% versus 38% [p = 0.002]) and STK11 (8% versus 16% [p = 0.065]) mutations occurred at lower frequency, and mutations in TP53 occurred at similar frequency (46% versus 40% [p = 0.355]) in H/L and NHW patients, respectively. Within the Hispanic cohort, ancestry influenced the rate of TP53 mutations (p = 0.009) and may have influenced the rate of EGFR, KRAS, and STK11 mutations., Conclusions: Driver mutations in H/L patients with lung adenocarcinoma differ in frequency from those in NHW patients associated with their indigenous American ancestry. The spectrum of driver mutations needs to be further assessed in the H/L population., (Copyright © 2017 International Association for the Study of Lung Cancer. Published by Elsevier Inc. All rights reserved.)
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- 2017
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31. The genomic landscape of malignant peripheral nerve sheath tumors: diverse drivers of Ras pathway activation.
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Brohl AS, Kahen E, Yoder SJ, Teer JK, and Reed DR
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- Gene Dosage, Genomics, High-Throughput Nucleotide Sequencing, Humans, Mutation, Nerve Sheath Neoplasms pathology, Sarcoma pathology, Exome Sequencing, Nerve Sheath Neoplasms genetics, Sarcoma genetics, Signal Transduction genetics, ras Proteins metabolism
- Abstract
Malignant peripheral nerve sheath tumor (MPNST) is an aggressive soft tissue sarcoma. To more fully characterize the genomic landscape of this tumor type, we performed next generation sequencing studies for mutational and copy number analysis. We analyzed whole exome sequencing data from 12 MPNST and SNP arrays for a subset of these. We additionally conducted a literature review of prior next generation sequencing studies in this disease and compared to the current study. We report recurrent mutations in NF1, SUZ12, EED, TP53 and CDKN2A in our study cohort. Combined with prior studies, we calculate the disease specific incidence of mutation in these genes to be: NF1 (56/64 = 87.5%). SUZ12 (69/123 = 56.1%), EED (40/123 = 32.5%), TP53 (29/72 = 40.3%), and CDKN2A (54/72 = 75.0%). Notably, we also identified frequent Ras pathway activating somatic mutations outside of these previously reported recurrently mutated genes. Five of the 12 MPNST in our cohort (42%) contained such a mutation. In conclusion, our study adds to the growing understanding of the genomic complexity of MPNST. We report a previously underappreciated frequency and variety of secondary or tertiary Ras pathway activating mutations, though not highly recurrent in a single gene.
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- 2017
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32. Linc-ing Circulating Long Non-coding RNAs to the Diagnosis and Malignant Prediction of Intraductal Papillary Mucinous Neoplasms of the Pancreas.
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Permuth JB, Chen DT, Yoder SJ, Li J, Smith AT, Choi JW, Kim J, Balagurunathan Y, Jiang K, Coppola D, Centeno BA, Klapman J, Hodul P, Karreth FA, Trevino JG, Merchant N, Magliocco A, Malafa MP, and Gillies R
- Subjects
- Aged, Biomarkers, Tumor genetics, Case-Control Studies, Cell-Free Nucleic Acids genetics, Female, Humans, Male, Middle Aged, Pancreatic Intraductal Neoplasms genetics, RNA, Long Noncoding genetics, Biomarkers, Tumor blood, Cell-Free Nucleic Acids blood, Pancreatic Intraductal Neoplasms blood, RNA, Long Noncoding blood
- Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an aggressive disease that lacks effective biomarkers for early detection. We hypothesized that circulating long non-coding RNAs (lncRNAs) may act as diagnostic markers of incidentally-detected cystic PDAC precursors known as intraductal papillary mucinous neoplasms (IPMNs) and predictors of their pathology/histological classification. Using NanoString nCounter® technology, we measured the abundance of 28 candidate lncRNAs in pre-operative plasma from a cohort of pathologically-confirmed IPMN cases of various grades of severity and non-diseased controls. Results showed that two lncRNAs (GAS5 and SRA) aided in differentiating IPMNs from controls. An 8-lncRNA signature (including ADARB2-AS1, ANRIL, GLIS3-AS1, LINC00472, MEG3, PANDA, PVT1, and UCA1) had greater accuracy than standard clinical and radiologic features in distinguishing 'aggressive/malignant' IPMNs that warrant surgical removal from 'indolent/benign' IPMNs that can be observed. When the 8-lncRNA signature was combined with plasma miRNA data and quantitative 'radiomic' imaging features, the accuracy of predicting IPMN pathological classification improved. Our findings provide novel information on the ability to detect lncRNAs in plasma from patients with IPMNs and suggest that an lncRNA-based blood test may have utility as a diagnostic adjunct for identifying IPMNs and their pathology, especially when incorporated with biomarkers such as miRNAs, quantitative imaging features, and clinical data.
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- 2017
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33. Clonal haemopoiesis and therapy-related myeloid malignancies in elderly patients: a proof-of-concept, case-control study.
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Gillis NK, Ball M, Zhang Q, Ma Z, Zhao Y, Yoder SJ, Balasis ME, Mesa TE, Sallman DA, Lancet JE, Komrokji RS, List AF, McLeod HL, Alsina M, Baz R, Shain KH, Rollison DE, and Padron E
- Subjects
- Aged, Aged, 80 and over, Case-Control Studies, Clone Cells drug effects, Clone Cells metabolism, Female, Florida epidemiology, Follow-Up Studies, High-Throughput Nucleotide Sequencing methods, Humans, Incidence, Leukemia, Myeloid, Acute chemically induced, Leukemia, Myeloid, Acute epidemiology, Leukemia, Myeloid, Acute genetics, Male, Middle Aged, Mutation genetics, Myelodysplastic Syndromes chemically induced, Myelodysplastic Syndromes epidemiology, Myelodysplastic Syndromes genetics, Neoplasm Staging, Neoplasms pathology, Neoplasms, Second Primary chemically induced, Neoplasms, Second Primary epidemiology, Neoplasms, Second Primary genetics, Prognosis, Risk Factors, Survival Rate, Antineoplastic Combined Chemotherapy Protocols adverse effects, Biomarkers, Tumor genetics, Clone Cells pathology, Hematopoiesis genetics, Leukemia, Myeloid, Acute diagnosis, Myelodysplastic Syndromes diagnosis, Neoplasms drug therapy, Neoplasms, Second Primary diagnosis
- Abstract
Background: Clonal haemopoiesis of indeterminate potential (CHIP) is an age-associated genetic event linked to increased risk of primary haematological malignancies and increased all-cause mortality, but the prevalence of CHIP in patients who develop therapy-related myeloid neoplasms is unknown. We did this study to investigate whether chemotherapy-treated patients with cancer who have CHIP are at increased risk of developing therapy-related myeloid neoplasms., Methods: We did a nested, case-control, proof-of-concept study to compare the prevalence of CHIP between patients with cancer who later developed therapy-related myeloid neoplasms (cases) and patients who did not develop these neoplasms (controls). We identified cases from our internal biorepository of 123 357 patients who consented to participate in the Total Cancer Care biobanking protocol at Moffitt Cancer Center (Tampa, FL, USA) between Jan 1, 2006, and June 1, 2016. We included all individuals who were diagnosed with a primary malignancy, were treated with chemotherapy, subsequently developed a therapy-related myeloid neoplasm, and were 70 years or older at either diagnosis. For inclusion in this study, individuals must have had a peripheral blood or mononuclear cell sample collected before the diagnosis of therapy-related myeloid neoplasm. Controls were individuals who were diagnosed with a primary malignancy at age 70 years or older and were treated with chemotherapy but did not develop therapy-related myeloid neoplasms. Controls were matched to cases in at least a 4:1 ratio on the basis of sex, primary tumour type, age at diagnosis, smoking status, chemotherapy drug class, and duration of follow-up. We used sequential targeted and whole-exome sequencing and described clonal evolution in cases for whom paired CHIP and therapy-related myeloid neoplasm samples were available. The primary endpoint of this study was the development of therapy-related myeloid neoplasm and the primary exposure was CHIP., Findings: We identified 13 cases and 56 case-matched controls. The prevalence of CHIP in all patients (23 [33%] of 69 patients) was higher than has previously been reported in elderly individuals without cancer (about 10%). Cases had a significantly higher prevalence of CHIP than did matched controls (eight [62%] of 13 cases vs 15 [27%] of 56 controls, p=0·024; odds ratio 5·75, 95% CI 1·52-25·09, p=0·013). The most commonly mutated genes in cases with CHIP were TET2 (three [38%] of eight patients) and TP53(three [38%] of eight patients), whereas controls most often had TET2 mutations (six [40%] of 15 patients). In most (four [67%] of six patients) cases for whom paired CHIP and therapy-related myeloid neoplasm samples were available, the mean allele frequency of CHIP mutations had expanded by the time of the therapy-related myeloid neoplasm diagnosis. However, a subset of paired samples (two [33%] of six patients) had CHIP mutations that decreased in allele frequency, giving way to expansion of a distinct mutant clone., Interpretation: Patients with cancer who have CHIP are at increased risk of developing therapy-related myeloid neoplasms. The distribution of CHIP-related gene mutations differs between individuals with therapy-related myeloid neoplasm and those without, suggesting that mutation-specific differences might exist in therapy-related myeloid neoplasm risk., Funding: Moffitt Cancer Center., (Copyright © 2017 Elsevier Ltd. All rights reserved.)
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- 2017
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34. Early2 factor (E2F) deregulation is a prognostic and predictive biomarker in lung adenocarcinoma.
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Chen L, Kurtyka CA, Welsh EA, Rivera JI, Engel BE, Muñoz-Antonia T, Yoder SJ, Eschrich SA, Creelan BC, Chiappori AA, Gray JE, Ramirez JL, Rosell R, Schabath MB, Haura EB, Chen DT, and Cress WD
- Subjects
- Adenocarcinoma drug therapy, Adenocarcinoma mortality, Adenocarcinoma pathology, Adenocarcinoma of Lung, Antineoplastic Combined Chemotherapy Protocols therapeutic use, Carboplatin administration & dosage, Cell Line, Tumor, Chemotherapy, Adjuvant, Gene Expression Profiling, Gene Expression Regulation, Neoplastic, Humans, Kaplan-Meier Estimate, Lung Neoplasms drug therapy, Lung Neoplasms mortality, Lung Neoplasms pathology, Neoadjuvant Therapy, Neoplasm Staging, Paclitaxel administration & dosage, Precision Medicine, Predictive Value of Tests, Proportional Hazards Models, Time Factors, Transcriptome, Treatment Outcome, Adenocarcinoma genetics, Biomarkers, Tumor genetics, E2F Transcription Factors genetics, Lung Neoplasms genetics
- Abstract
Clinicians routinely prescribe adjuvant chemotherapy (ACT) for resected non-small cell lung cancer patients. However, ACT only improves five-year disease-free survival in stage I-III non-small cell lung cancer by 5-15%, with most patients deriving no benefit. Herein, deregulation of the E2F pathway was explored as a biomarker in lung adenocarcinoma patients. An E2F pathway scoring system, based on 74 E2F-regulated genes, was trained for RNA from two platforms: fresh-frozen (FF) or formalin-fixed paraffin-embedded (FFPE) tissues. The E2F score was tested as a prognostic biomarker in five FF-based cohorts and two FFPE-based cohorts. The E2F score was tested as a predictive biomarker in two randomized clinical trials; JBR10 and the NATCH (Neo-Adjuvant Taxol-Carboplatin Hope) trial. The E2F score was prognostic in untreated patients in all seven datasets examined (p < 0.05). Stage-specific analysis of combined cohorts demonstrated that the E2F score was prognostic in stage I patients (p = 0.0495 to <0.001; hazard ratio, HR, =2.04- 2.22) with a similar trend in other stages. The E2F score was strongly predictive in stage II patients from the two combined randomized clinical trials with a significant differential treatment effect (p = 0.015). Specifically, ACT improved survival in stage II patients with high E2F (p = 0.01; HR= 0.21). The 5-year survival increased from 18% to 81%. In contrast, in patients with low E2F, 5-year survival was 57% in untreated patients and 41% in ACT-treated patients with a HR of 1.55 (p = 0.47). In summary, the E2F score provides valuable prognostic information for Stage I and predictive information for Stage II lung adenocarcinoma patients and should be further explored as a decision support tool for their treatment.
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- 2016
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35. Increased incidence of FBXW7 and POLE proofreading domain mutations in young adult colorectal cancers.
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Kothari N, Teer JK, Abbott AM, Srikumar T, Zhang Y, Yoder SJ, Brohl AS, Kim RD, Reed DR, and Shibata D
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- Age Factors, Aged, Aged, 80 and over, Cell Cycle Proteins metabolism, Cohort Studies, Colorectal Neoplasms enzymology, Colorectal Neoplasms pathology, DNA Polymerase II metabolism, F-Box Proteins metabolism, F-Box-WD Repeat-Containing Protein 7, Female, Humans, Incidence, Male, Middle Aged, Mutation, Poly-ADP-Ribose Binding Proteins, Retrospective Studies, Ubiquitin-Protein Ligases metabolism, Cell Cycle Proteins genetics, Colorectal Neoplasms genetics, DNA Polymerase II genetics, F-Box Proteins genetics, Ubiquitin-Protein Ligases genetics
- Abstract
Background: The incidence and outcomes of patients with colorectal cancer (CRC) varies by age. Younger patients tend to have sporadic cancers that are not detected by screening and worse survival. To understand whether genetic differences exist between age cohorts, the authors sought to characterize unique genetic alterations in patients with CRC., Methods: In total, 283 patients who were diagnosed with sporadic CRC between 1998 and 2010 were identified and divided by age into 2 cohorts-ages ≤45 years (the younger cohort) and ≥65 years (the older cohort)-and targeted exome sequencing was performed. The Fisher exact test was used to detect differences in mutation frequencies between the 2 groups. Whole exome sequencing was performed on 21 additional younger patient samples for validation. Findings were confirmed in The Cancer Genome Atlas CRC data set., Results: In total, 246 samples were included for final analysis (195 from the older cohort and 51 from the younger cohort). Mutations in the FBXW7 gene were more common in the younger cohort (27.5% vs 9.7%; P = .0022) as were mutations in the proofreading domain of polymerase ε catalytic subunit (POLE) (9.8% vs 1%; P = .0048). There were similar mutation rates between cohorts with regard to TP53 (64.7% vs 61.5%), KRAS (43.1% vs 46.2%), and APC (60.8% vs 73.8%). BRAF mutations were numerically more common in the older cohort, although the difference did not reach statistical significance (2% vs 9.7%; P = .082)., Conclusions: In this retrospective study, a unique genetic profile was identified for younger patients who have CRC compared with patients who are diagnosed at an older age. These findings should be validated in a larger study and could have an impact on future screening and treatment modalities for younger patients with CRC. Cancer 2016. © 2016 American Cancer Society. Cancer 2016;122:2828-2835. © 2016 American Cancer Society., Competing Interests: Disclosures: The authors have completed and submitted the ICMJE Form for Disclosure of Potential Conflicts of Interest. Dr. Teer reports personal fees from Philips, outside the submitted work. In addition, Dr. Teer has a patent pending for a large data storage model. The other authors have nothing to disclose., (© 2016 American Cancer Society.)
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- 2016
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36. A Sensitive NanoString-Based Assay to Score STK11 (LKB1) Pathway Disruption in Lung Adenocarcinoma.
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Chen L, Engel BE, Welsh EA, Yoder SJ, Brantley SG, Chen DT, Beg AA, Cao C, Kaye FJ, Haura EB, Schabath MB, and Cress WD
- Subjects
- AMP-Activated Protein Kinase Kinases, Adenocarcinoma genetics, Cohort Studies, Humans, Lung Neoplasms genetics, Nanotechnology, Neoplasm Staging, Prognosis, ROC Curve, Adenocarcinoma diagnosis, Biological Assay methods, Biomarkers, Tumor genetics, Lung Neoplasms diagnosis, Mutation, Protein Serine-Threonine Kinases genetics
- Abstract
Introduction: Serine/threonine kinase 11 gene (STK11), better known as liver kinase β1, is a tumor suppressor that is commonly mutated in lung adenocarcinoma (LUAD). Previous work has shown that mutational inactivation of the STK11 pathway may serve as a predictive biomarker for cancer treatments, including phenformin and cyclooxygenase-2 inhibition. Although immunohistochemical (IHC) staining and diagnostic sequencing are used to measure STK11 pathway disruption, there are serious limitations to these methods, thus emphasizing the importance of validating a clinically useful assay., Methods: An initial STK11 mutation mRNA signature was generated using cell line data and refined using three large, independent patient databases. The signature was validated as a classifier using The Cancer Genome Atlas (TCGA) LUAD cohort as well as a 442-patient LUAD cohort developed at Moffitt. Finally, the signature was adapted to a NanoString-based format and validated using RNA samples isolated from formalin-fixed, paraffin-embedded tissue blocks corresponding to a cohort of 150 patients with LUAD. For comparison, STK11 IHC staining was also performed., Results: The STK11 signature was found to correlate with null mutations identified by exon sequencing in multiple cohorts using both microarray and NanoString formats. Although there was a statistically significant correlation between reduced STK11 protein expression by IHC staining and mutation status, the NanoString-based assay showed superior overall performance, with a -0.1588 improvement in area under the curve in receiver-operator characteristic curve analysis (p < 0.012)., Conclusion: The described NanoString-based STK11 assay is a sensitive biomarker to study emerging therapeutic modalities in clinical trials., (Copyright © 2016 International Association for the Study of Lung Cancer. Published by Elsevier Inc. All rights reserved.)
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- 2016
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37. Plasma MicroRNAs as Novel Biomarkers for Patients with Intraductal Papillary Mucinous Neoplasms of the Pancreas.
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Permuth-Wey J, Chen DT, Fulp WJ, Yoder SJ, Zhang Y, Georgeades C, Husain K, Centeno BA, Magliocco AM, Coppola D, and Malafa M
- Subjects
- Aged, Area Under Curve, Carcinoma, Pancreatic Ductal diagnosis, Carcinoma, Pancreatic Ductal genetics, Carcinoma, Papillary diagnosis, Carcinoma, Papillary genetics, Databases, Factual, Disease Progression, Female, Humans, Male, Middle Aged, Pancreatic Neoplasms diagnosis, Pancreatic Neoplasms genetics, Preoperative Period, Prospective Studies, Quality Control, Retrospective Studies, Biomarkers, Tumor blood, Carcinoma, Pancreatic Ductal blood, Carcinoma, Papillary blood, MicroRNAs blood, Pancreatic Neoplasms blood
- Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most fatal cancers worldwide, partly because methods are lacking to detect disease at an early, operable stage. Noninvasive PDAC precursors called intraductal papillary mucinous neoplasms (IPMN) exist, and strategies are needed to aid in their proper diagnosis and management. Data support the importance of miRNAs in the progression of IPMNs to malignancy, and we hypothesized that miRNAs may be shed from IPMN tissues and detected in blood. Our primary goals were to measure the abundance of miRNAs in archived preoperative plasma from individuals with pathologically confirmed IPMNs and healthy controls and discover plasma miRNAs that distinguish between IPMN patients and controls and between "malignant" and "benign" IPMNs. Using novel nCounter technology to evaluate 800 miRNAs, we showed that a 30-miRNA signature distinguished 42 IPMN cases from 24 controls [area underneath the curve (AUC) = 74.4; 95% confidence interval (CI), 62.3-86.5, P = 0.002]. The signature contained novel miRNAs and miRNAs previously implicated in pancreatic carcinogenesis that had 2- to 4-fold higher expression in cases than controls. We also generated a 5-miRNA signature that discriminated between 21 malignant (high-grade dysplasia and invasive carcinoma) and 21 benign (low- and moderate-grade dysplasia) IPMNs (AUC = 73.2; 95% CI, 57.6-73.2, P = 0.005), and showed that paired plasma and tissue samples from patients with IPMNs can have distinct miRNA expression profiles. This study suggests feasibility of using new cost-effective technology to develop a miRNA-based blood test to aid in the preoperative identification of malignant IPMNs that warrant resection while sparing individuals with benign IPMNs the morbidity associated with overtreatment., (©2015 American Association for Cancer Research.)
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- 2015
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38. A genome-wide investigation of microRNA expression identifies biologically-meaningful microRNAs that distinguish between high-risk and low-risk intraductal papillary mucinous neoplasms of the pancreas.
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Permuth-Wey J, Chen YA, Fisher K, McCarthy S, Qu X, Lloyd MC, Kasprzak A, Fournier M, Williams VL, Ghia KM, Yoder SJ, Hall L, Georgeades C, Olaoye F, Husain K, Springett GM, Chen DT, Yeatman T, Centeno BA, Klapman J, Coppola D, and Malafa M
- Subjects
- Adenocarcinoma, Mucinous genetics, Adenocarcinoma, Papillary genetics, Aged, Aged, 80 and over, Carcinoma, Pancreatic Ductal genetics, Diagnosis, Differential, Female, Gene Expression Profiling methods, Gene Expression Regulation, Neoplastic, Gene Regulatory Networks, Humans, Male, Middle Aged, Oligonucleotide Array Sequence Analysis methods, Pancreatic Neoplasms genetics, Pilot Projects, Serum Albumin metabolism, Adenocarcinoma, Mucinous pathology, Adenocarcinoma, Papillary pathology, Carcinoma, Pancreatic Ductal pathology, MicroRNAs genetics, Pancreatic Neoplasms pathology
- Abstract
Background: Intraductal papillary mucinous neoplasms (IPMNs) are pancreatic ductal adenocarcinoma (PDAC) precursors. Differentiating between high-risk IPMNs that warrant surgical resection and low-risk IPMNs that can be monitored is a significant clinical problem, and we sought to discover a panel of mi(cro)RNAs that accurately classify IPMN risk status., Methodology/principal Findings: In a discovery phase, genome-wide miRNA expression profiling was performed on 28 surgically-resected, pathologically-confirmed IPMNs (19 high-risk, 9 low-risk) using Taqman MicroRNA Arrays. A validation phase was performed in 21 independent IPMNs (13 high-risk, 8 low-risk). We also explored associations between miRNA expression level and various clinical and pathological factors and examined genes and pathways regulated by the identified miRNAs by integrating data from bioinformatic analyses and microarray analysis of miRNA gene targets. Six miRNAs (miR-100, miR-99b, miR-99a, miR-342-3p, miR-126, miR-130a) were down-regulated in high-risk versus low-risk IPMNs and distinguished between groups (P<10-3, area underneath the curve (AUC) = 87%). The same trend was observed in the validation phase (AUC = 74%). Low miR-99b expression was associated with main pancreatic duct involvement (P = 0.021), and serum albumin levels were positively correlated with miR-99a (r = 0.52, P = 0.004) and miR-100 expression (r = 0.49, P = 0.008). Literature, validated miRNA:target gene interactions, and pathway enrichment analysis supported the candidate miRNAs as tumor suppressors and regulators of PDAC development. Microarray analysis revealed that oncogenic targets of miR-130a (ATG2B, MEOX2), miR-342-3p (DNMT1), and miR-126 (IRS-1) were up-regulated in high- versus low-risk IPMNs (P<0.10)., Conclusions: This pilot study highlights miRNAs that may aid in preoperative risk stratification of IPMNs and provides novel insights into miRNA-mediated progression to pancreatic malignancy. The miRNAs identified here and in other recent investigations warrant evaluation in biofluids in a well-powered prospective cohort of individuals newly-diagnosed with IPMNs and other pancreatic cysts and those at increased genetic risk for these lesions.
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- 2015
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39. ChIP-on-chip analysis methods for Affymetrix tiling arrays.
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Yoder SJ
- Subjects
- Algorithms, Binding Sites, Computational Biology methods, Genomics methods, Protein Binding, Software, Chromatin Immunoprecipitation methods, Oligonucleotide Array Sequence Analysis methods
- Abstract
Although the ChIP-sequencing has gained significant attraction recently, ChIP analysis using microarrays is still an attractive option due to the low cost, ease of analysis, and access to legacy and public data sets. The analysis of ChIP-Chip data entails a multistep approach that requires several different applications to progress from the initial stages of raw data analysis to the identification and characterization of ChIP binding sites. There are multiple approaches to data analysis and there are several applications available for each stage of the analysis pipeline. Each application must be evaluated for its suitability for the particular experiment as well as the investigator's background with computational tools. This chapter is a review of the commonly available applications for Affymetrix ChIP-Chip data analysis, as well as the general workflow of a ChIP-Chip analysis approach. The purpose of the chapter is to allow the researcher to better select the appropriate applications and provide them with the direction necessary to proceed with a ChIP-Chip analysis.
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- 2015
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40. Quantification of peptides from immunoglobulin constant and variable regions by LC-MRM MS for assessment of multiple myeloma patients.
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Remily-Wood ER, Benson K, Baz RC, Chen YA, Hussein M, Hartley-Brown MA, Sprung RW, Perez B, Liu RZ, Yoder SJ, Teer JK, Eschrich SA, and Koomen JM
- Subjects
- Amino Acid Sequence, Chromatography, Liquid, Cohort Studies, Humans, Immunoglobulin Constant Regions chemistry, Immunoglobulin Variable Region chemistry, Molecular Sequence Data, Immunoglobulin Constant Regions blood, Immunoglobulin Variable Region blood, Multiple Myeloma blood
- Abstract
Purpose: Quantitative MS assays for Igs are compared with existing clinical methods in samples from patients with plasma cell dyscrasias, for example, multiple myeloma (MM)., Experimental Design: Using LC-MS/MS data, Ig constant region peptides, and transitions were selected for LC-MRM MS. Quantitative assays were used to assess Igs in serum from 83 patients. RNA sequencing and peptide-based LC-MRM are used to define peptides for quantification of the disease-specific Ig., Results: LC-MRM assays quantify serum levels of Igs and their isoforms (IgG1-4, IgA1-2, IgM, IgD, and IgE, as well as kappa (κ) and lambda (λ) light chains). LC-MRM quantification has been applied to single samples from a patient cohort and a longitudinal study of an IgE patient undergoing treatment, to enable comparison with existing clinical methods. Proof-of-concept data for defining and monitoring variable region peptides are provided using the H929 MM cell line and two MM patients., Conclusions and Clinical Relevance: LC-MRM assays targeting constant region peptides determine the type and isoform of the involved Ig and quantify its expression; the LC-MRM approach has improved sensitivity compared with the current clinical method, but slightly higher inter-assay variability. Detection of variable region peptides is a promising way to improve Ig quantification, which could produce a dramatic increase in sensitivity over existing methods, and could further complement current clinical techniques., (© 2014 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.)
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- 2014
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41. Fibrosis and subsequent cytopenias are associated with basic fibroblast growth factor-deficient pluripotent mesenchymal stromal cells in large granular lymphocyte leukemia.
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Mailloux AW, Zhang L, Moscinski L, Bennett JM, Yang L, Yoder SJ, Bloom G, Wei C, Wei S, Sokol L, Loughran TP Jr, and Epling-Burnette PK
- Subjects
- Aged, Bone Marrow pathology, Bone Marrow Cells metabolism, Bone Marrow Cells pathology, Cell Proliferation, Collagen metabolism, Extracellular Matrix Proteins metabolism, Female, Fibroblast Growth Factor 2 genetics, Fibrosis, Gene Expression Profiling, Gene Expression Regulation, Hematopoiesis genetics, Hematopoietic Stem Cells metabolism, Humans, Leukemia, Large Granular Lymphocytic complications, Male, Middle Aged, Pancytopenia etiology, Retrospective Studies, Telomere genetics, Telomere metabolism, Fibroblast Growth Factor 2 deficiency, Leukemia, Large Granular Lymphocytic genetics, Leukemia, Large Granular Lymphocytic pathology, Mesenchymal Stem Cells metabolism, Pancytopenia genetics
- Abstract
Cytopenias occur frequently in systemic lupus erythematosus, rheumatoid arthritis, Felty's syndrome, and large granular lymphocyte (LGL) leukemia, but the bone marrow microenvironment has not been systematically studied. In LGL leukemia (n = 24), retrospective analysis of bone marrow (BM) histopathology revealed severe fibrosis in 15 of 24 patients (63%) in association with the presence of cytopenias, occurrence of autoimmune diseases, and splenomegaly, but was undetectable in control cases with B cell malignancies (n = 11). Fibrosis severity correlated with T cell LGL cell numbers in the BM, but not in the periphery, suggesting deregulation is limited to the BM microenvironment. To identify fibrosis-initiating populations, primary mesenchymal stromal cultures (MSCs) from patients were characterized and found to display proliferation kinetics and overabundant collagen deposition, but displayed normal telomere lengths and osteoblastogenic, chondrogenic, and adipogenic differentiation potentials. To determine the effect of fibrosis on healthy hematopoietic progenitor cells (HPCs), bioartificial matrixes from rat tail or purified human collagen were found to suppress HPC differentiation and proliferation. The ability of patient MSCs to support healthy HSC proliferation was significantly impaired, but could be rescued with collagenase pretreatment. Clustering analysis confirmed the undifferentiated state of patient MSCs, and pathway analysis revealed an inverse relationship between cell division and profibrotic ontologies associated with reduced basic fibroblast growth factor production, which was confirmed by ELISA. Reconstitution with exogenous basic fibroblast growth factor normalized patient MSC proliferation, collagen deposition, and HPC supportive function, suggesting LGL BM infiltration and secondary accumulation of MSC-derived collagen is responsible for hematopoietic failure in autoimmune-associated cytopenias in LGL leukemia.
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- 2013
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42. Transcriptional response of the sulfur chemolithoautotroph Thiomicrospira crunogena to dissolved inorganic carbon limitation.
- Author
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Dobrinski KP, Enkemann SA, Yoder SJ, Haller E, and Scott KM
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- Bacterial Proteins genetics, Bacterial Proteins metabolism, Carbon metabolism, Dose-Response Relationship, Drug, Gene Expression Profiling, Genome, Bacterial, Phylogeny, Piscirickettsiaceae drug effects, Piscirickettsiaceae genetics, Carbon chemistry, Gene Expression Regulation, Bacterial drug effects, Piscirickettsiaceae metabolism, Transcription, Genetic drug effects
- Abstract
The hydrothermal vent gammaproteobacterium Thiomicrospira crunogena inhabits an unstable environment and must endure dramatic changes in habitat chemistry. This sulfur chemolithoautotroph responds to changes in dissolved inorganic carbon (DIC) (DIC = CO(2) + HCO(3)(-) + CO(3)(-2)) availability with a carbon-concentrating mechanism (CCM) in which whole-cell affinity for DIC, as well as the intracellular DIC concentration, increases substantially under DIC limitation. To determine whether this CCM is regulated at the level of transcription, we resuspended cells that were cultivated under high-DIC conditions in chemostats in growth medium with low concentrations of DIC and tracked CCM development in the presence and absence of the RNA polymerase inhibitor rifampin. Induction of the CCM, as measured by silicone oil centrifugation, was hindered in the presence of rifampin. Similar results were observed for carboxysome gene transcription and assembly, as assayed by quantitative reverse transcription-PCR (qRT-PCR) and transmission electron microscopy, respectively. Genome-wide transcription patterns for cells grown under DIC limitation and those grown under ammonia limitation were assayed via microarrays and compared. In addition to carboxysome genes, two novel genes (Tcr_1019 and Tcr_1315) present in other organisms, including chemolithoautotrophs, but whose function(s) has not been elucidated in any organism were found to be upregulated under low-DIC conditions. Likewise, under ammonia limitation, in addition to the expected enhancement of ammonia transporter and P(II) gene transcription, the transcription of two novel genes (Tcr_0466 and Tcr_2018) was measurably enhanced. Upregulation of all four genes (Tcr_1019, 4-fold; Tcr_131, ∼7-fold; Tcr_0466, >200-fold; Tcr_2018, 7-fold), which suggests that novel components are part of the response to nutrient limitation by this organism, was verified via qRT-PCR.
- Published
- 2012
- Full Text
- View/download PDF
43. A novel five gene signature derived from stem-like side population cells predicts overall and recurrence-free survival in NSCLC.
- Author
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Perumal D, Singh S, Yoder SJ, Bloom GC, and Chellappan SP
- Subjects
- Cell Line, Tumor, Disease-Free Survival, Humans, Oligonucleotide Array Sequence Analysis, Principal Component Analysis, Real-Time Polymerase Chain Reaction, Carcinoma, Non-Small-Cell Lung pathology, Lung Neoplasms pathology, Neoplastic Stem Cells metabolism, Neoplastic Stem Cells pathology, Transcriptome
- Abstract
Gene expression profiling has been used to characterize prognosis in various cancers. Earlier studies had shown that side population cells isolated from Non-Small Cell Lung Cancer (NSCLC) cell lines exhibit cancer stem cell properties. In this study we apply a systems biology approach to gene expression profiling data from cancer stem like cells isolated from lung cancer cell lines to identify novel gene signatures that could predict prognosis. Microarray data from side population (SP) and main population (MP) cells isolated from 4 NSCLC lines (A549, H1650, H460, H1975) were used to examine gene expression profiles associated with stem like properties. Differentially expressed genes that were over or under-expressed at least two fold commonly in all 4 cell lines were identified. We found 354 were upregulated and 126 were downregulated in SP cells compared to MP cells; of these, 89 up and 62 downregulated genes (average 2 fold changes) were used for Principle Component Analysis (PCA) and MetaCore pathway analysis. The pathway analysis demonstrated representation of 4 up regulated genes (TOP2A, AURKB, BRRN1, CDK1) in chromosome condensation pathway and 1 down regulated gene FUS in chromosomal translocation. Microarray data was validated using qRT-PCR on the 5 selected genes and all showed robust correlation between microarray and qRT-PCR. Further, we analyzed two independent gene expression datasets that included 360 lung adenocarcinoma patients from NCI Director's Challenge Set for overall survival and 63 samples from Sungkyunkwan University (SKKU) for recurrence free survival. Kaplan-Meier and log-rank test analysis predicted poor survival of patients in both data sets. Our results suggest that genes involved in chromosome condensation are likely related with stem-like properties and might predict survival in lung adenocarcinoma. Our findings highlight a gene signature for effective identification of lung adenocarcinoma patients with poor prognosis and designing more aggressive therapies for such patients.
- Published
- 2012
- Full Text
- View/download PDF
44. ChIP-on-Chip Analysis methods for Affymetrix Tiling Arrays.
- Author
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Yoder SJ and Enkemann SA
- Subjects
- Animals, Binding Sites, DNA Probes metabolism, Chromatin Immunoprecipitation methods, Oligonucleotide Array Sequence Analysis methods
- Abstract
ChIP-Chip microarray data analysis is a multi-step approach that requires several different applications to progress from the initial stages of raw data analysis to the identification and characterization of ChIP-binding sites. There are multiple approaches to data analysis and several applications available for each stage of the analysis pipeline. Each application must be evaluated for its suitability for the particular experiment as well as the researcher's computer background. This chapter is a review of the commonly available applications for Affymetrix ChIP-Chip data analysis, as well as the general workflow of a ChIP-Chip analysis approach. The purpose of the chapter is to allow the researcher to better select the appropriate applications and provide them with the direction necessary to proceed with a ChIP-Chip analysis.
- Published
- 2009
- Full Text
- View/download PDF
45. Identical probes on different high-density oligonucleotide microarrays can produce different measurements of gene expression.
- Author
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Zhang L, Yoder SJ, and Enkemann SA
- Subjects
- Databases, Nucleic Acid, Humans, Nucleic Acid Hybridization, Oligodeoxyribonucleotides, Proteins genetics, RNA genetics, Sequence Alignment, Sequence Homology, Nucleic Acid, Gene Expression Regulation, Oligonucleotide Array Sequence Analysis, Oligonucleotide Probes
- Abstract
Background: There are many potential sources of variability in a microarray experiment. Variation can arise from many aspects of the collection and processing of samples for gene expression analysis. Oligonucleotide-based arrays are thought to minimize one source of variability as identical oligonucleotides are expected to recognize the same transcripts during hybridization., Results: We demonstrate that although the probes on the U133A GeneChip arrays are identical in sequence to probes designed for the U133 Plus 2.0 arrays the values obtained from an experimental hybridization can be quite different. Nearly half of the probesets in common between the two array types can produce slightly different values from the same sample. Nearly 70% of the individual probes in these probesets produced array specific differences., Conclusion: The context of the probe may also contribute some bias to the final measured value of gene expression. At a minimum, this should add an extra level of caution when considering the direct comparison of experiments performed in two microarray formats. More importantly, this suggests that it may not be possible to know which value is the most accurate representation of a biological sample when comparing two formats.
- Published
- 2006
- Full Text
- View/download PDF
46. Characterization of a variant of PAC-1 in large granular lymphocyte leukemia.
- Author
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Kothapalli R, Yoder SJ, Kusmartseva I, and Loughran TP Jr
- Subjects
- Amino Acid Sequence, Base Sequence, Blotting, Northern, Cells, Cultured, Dual Specificity Phosphatase 1, Dual Specificity Phosphatase 2, Expressed Sequence Tags, Gene Library, Humans, Hydrogen-Ion Concentration, Immediate-Early Proteins metabolism, Introns genetics, Leukemia, Lymphoid genetics, Molecular Sequence Data, Protein Phosphatase 1, Protein Phosphatase 2, RNA, Messenger genetics, RNA, Messenger metabolism, Reverse Transcriptase Polymerase Chain Reaction, Temperature, Cell Cycle Proteins, Genetic Variation genetics, Leukemia, Lymphoid enzymology, Phosphoprotein Phosphatases, Protein Tyrosine Phosphatases genetics, Protein Tyrosine Phosphatases metabolism
- Abstract
Phosphatase in activated T cells (PAC-1) is a mitogen-induced early responsive gene. It encodes a 32 kDa tyrosine-threonine dual specificity phosphatase. Constitutive expression of PAC-1 leads to an inhibition of MAP kinase activity in vivo. Such constitutive expression was reported in HTLV-1 infected cell lines. In the present study, we observed the constitutive over-expression of two transcripts related to PAC-1 in large granular lymphocyte (LGL) leukemia. By screening a LGL leukemia cDNA library using the 3' end of a PAC-1 probe, we obtained a clone (clone 8) which retains one and one half introns, excludes two exons, and matches one hundred percent with a DNA sequence on chromosome 2. The deduced amino acid sequence of the predicted protein contains 170 amino acids and is 144 amino acids shorter than PAC-1. When we expressed this protein in Escherichia coli as a GST-fusion protein, a 45 kDa (19 kDa PAC-1 variant+26 kDa GST protein) protein was obtained. The expressed protein was purified to near homogeneity by using a glutathione affinity column. The purified protein did not have any intrinsic phosphatase activity when assayed in vitro. But when this purified protein was added to a phosphatase assay system in combination with a recombinant dual specificity phosphatase, CL100, enhanced phosphatase activity was observed. The significance of the constitutive over-expression and its physiological role of this protein remain to be established in leukemic LGL.
- Published
- 2003
- Full Text
- View/download PDF
47. Microarray results: how accurate are they?
- Author
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Kothapalli R, Yoder SJ, Mane S, and Loughran TP Jr
- Subjects
- Alleles, Cells, Cultured, Computational Biology standards, Computational Biology trends, DNA, Complementary genetics, Gene Expression Profiling standards, Gene Expression Profiling trends, Gene Expression Regulation, Enzymologic genetics, Gene Expression Regulation, Neoplastic genetics, Genes, Neoplasm genetics, Granzymes, Humans, Leukemia, Lymphoid enzymology, Leukemia, Lymphoid genetics, Leukocytes, Mononuclear chemistry, Leukocytes, Mononuclear pathology, Leukocytes, Mononuclear physiology, RNA, Messenger blood, RNA, Neoplasm blood, RNA, Neoplasm genetics, Reproducibility of Results, Sensitivity and Specificity, Serine Endopeptidases genetics, Oligonucleotide Array Sequence Analysis standards, Oligonucleotide Array Sequence Analysis trends
- Abstract
Background: DNA microarray technology is a powerful technique that was recently developed in order to analyze thousands of genes in a short time. Presently, microarrays, or chips, of the cDNA type and oligonucleotide type are available from several sources. The number of publications in this area is increasing exponentially., Results: In this study, microarray data obtained from two different commercially available systems were critically evaluated. Our analysis revealed several inconsistencies in the data obtained from the two different microarrays. Problems encountered included inconsistent sequence fidelity of the spotted microarrays, variability of differential expression, low specificity of cDNA microarray probes, discrepancy in fold-change calculation and lack of probe specificity for different isoforms of a gene., Conclusions: In view of these pitfalls, data from microarray analysis need to be interpreted cautiously.
- Published
- 2002
- Full Text
- View/download PDF
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