ABSTRACT
Long intergenic non-coding RNA (lincRNA) genes have diverse features that distinguish them from mRNA-encoding genes and exercise functions such as remodelling chromatin and genome architecture, RNA stabilization and transcription regulation, including enhancer-associated activity. Some genes currently annotated as encoding lincRNAs include small open reading frames (smORFs) and encode functional peptides and thus may be more properly classified as coding RNAs. lincRNAs may broadly serve to fine-tune the expression of neighbouring genes with remarkable tissue specificity through a diversity of mechanisms, highlighting our rapidly evolving understanding of the non-coding genome.
Subject(s)
RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , Animals , Conserved Sequence , Epigenesis, Genetic , Evolution, Molecular , Female , Gene Expression Regulation , Humans , Male , Models, Genetic , Open Reading Frames , Organ Specificity , RNA Stability , RNA, Long Noncoding/chemistry , RNA, Messenger/chemistry , RNA, Messenger/genetics , RNA, Messenger/metabolismABSTRACT
Outward migration of epidermal progenitors occurs with induction of hundreds of differentiation genes, but the identities of all regulators required for this process are unknown. We used laser capture microdissection followed by RNA sequencing to identify calmodulin-like 5 (CALML5) as the most enriched gene in differentiating outer epidermis. CALML5 mRNA was up-regulated by the ZNF750 transcription factor and then stabilized by the long noncoding RNA TINCR. CALML5 knockout impaired differentiation, abolished keratohyalin granules, and disrupted epidermal barrier function. Mass spectrometry identified SFN (stratifin/14-3-3σ) as a CALML5-binding protein. CALML5 interacts with SFN in suprabasal epidermis, cocontrols 13% of late differentiation genes, and modulates interaction of SFN to some of its binding partners. A ZNF750-TINCR-CALML5-SFN network is thus essential for epidermal differentiation.
Subject(s)
14-3-3 Proteins/metabolism , Biomarkers, Tumor/metabolism , Calcium-Binding Proteins/genetics , Calcium-Binding Proteins/metabolism , Cell Differentiation/genetics , Epidermal Cells , Exoribonucleases/metabolism , RNA, Untranslated/metabolism , Transcription Factors/metabolism , Adaptor Proteins, Signal Transducing/metabolism , Gene Expression Regulation, Developmental , Phosphoproteins/metabolism , Protein Binding , Protein Transport , Stem Cells/cytology , Tumor Suppressor Proteins , YAP-Signaling ProteinsABSTRACT
The ability of pluripotent stem cells to self-renew and differentiate into all somatic cell types brings great prospects to regenerative medicine and human health. However, before clinical applications, much translational research is necessary to ensure that their therapeutic progenies are functional and nontumorigenic, that they are stable and do not dedifferentiate, and that they do not elicit immune responses that could threaten their survival in vivo. For this, an in-depth understanding of their biology, genetic, and epigenetic make-up and of their antigenic repertoire is critical for predicting their immunogenicity and for developing strategies needed to assure successful long-term engraftment. Recently, the expectation that reprogrammed somatic cells would provide an autologous cell therapy for personalized medicine has been questioned. Induced pluripotent stem cells display several genetic and epigenetic abnormalities that could promote tumorigenicity and immunogenicity in vivo. Understanding the persistence and effects of these abnormalities in induced pluripotent stem cell derivatives is critical to allow clinicians to predict graft fate after transplantation, and to take requisite measures to prevent immune rejection. With clinical trials of pluripotent stem cell therapy on the horizon, the importance of understanding immunologic barriers and devising safe, effective strategies to bypass them is further underscored. This approach to overcome immunologic barriers to stem cell therapy can take advantage of the validated knowledge acquired from decades of hematopoietic stem cell transplantation.
Subject(s)
Graft Rejection/immunology , Histocompatibility , Induced Pluripotent Stem Cells/immunology , Regenerative Medicine/methods , Stem Cell Transplantation/adverse effects , Transplantation Tolerance , ABO Blood-Group System/immunology , Adaptive Immunity , Animals , Biomarkers/metabolism , Cell Differentiation , Cell Proliferation , Cell Survival , Epigenesis, Genetic , Gene Expression Regulation , Humans , Immunity, Innate , Induced Pluripotent Stem Cells/metabolism , Induced Pluripotent Stem Cells/transplantation , Minor Histocompatibility Antigens/immunology , Receptors, KIR/immunology , Regeneration , Treatment OutcomeSubject(s)
Carcinoma, Basal Cell/surgery , Mohs Surgery , Neoplasm Recurrence, Local/epidemiology , Skin Neoplasms/surgery , Aged , Aged, 80 and over , Biopsy/methods , Carcinoma, Basal Cell/pathology , Female , Follow-Up Studies , Humans , Male , Margins of Excision , Middle Aged , Neoplasm Recurrence, Local/prevention & control , Retrospective Studies , Skin/pathology , Skin Neoplasms/pathology , Treatment OutcomeABSTRACT
RATIONALE: Human embryonic stem cell (hESC) derivatives are attractive candidates for therapeutic use. The engraftment and survival of hESC derivatives as xenografts or allografts require effective immunosuppression to prevent immune cell infiltration and graft destruction. OBJECTIVE: To test the hypothesis that a short-course, dual-agent regimen of two costimulation-adhesion blockade agents can induce better engraftment of hESC derivatives compared to current immunosuppressive agents. METHODS AND RESULTS: We transduced hESCs with a double fusion reporter gene construct expressing firefly luciferase (Fluc) and enhanced green fluorescent protein, and differentiated these cells to endothelial cells (hESC-ECs). Reporter gene expression enabled longitudinal assessment of cell engraftment by bioluminescence imaging. Costimulation-adhesion therapy resulted in superior hESC-EC and mouse EC engraftment compared to cyclosporine therapy in a hind limb model. Costimulation-adhesion therapy also promoted robust hESC-EC and hESC-derived cardiomyocyte survival in an ischemic myocardial injury model. Improved hESC-EC engraftment had a cardioprotective effect after myocardial injury, as assessed by magnetic resonance imaging. Mechanistically, costimulation-adhesion therapy is associated with systemic and intragraft upregulation of T-cell immunoglobulin and mucin domain 3 (TIM3) and a reduced proinflammatory cytokine profile. CONCLUSIONS: Costimulation-adhesion therapy is a superior alternative to current clinical immunosuppressive strategies for preventing the post-transplant rejection of hESC derivatives. By extending the window for cellular engraftment, costimulation-adhesion therapy enhances functional preservation following ischemic injury. This regimen may function through a TIM3-dependent mechanism.
Subject(s)
Antibodies, Monoclonal/pharmacology , Cyclosporine/pharmacology , Embryonic Stem Cells/transplantation , Graft Rejection/prevention & control , Immunoconjugates/pharmacology , Immunosuppressive Agents/pharmacology , Prednisone/pharmacology , Abatacept , Animals , Cardiotonic Agents/pharmacology , Cell Differentiation/drug effects , Cell Differentiation/immunology , Embryonic Stem Cells/cytology , Embryonic Stem Cells/immunology , Endothelial Cells/immunology , Endothelial Cells/transplantation , Graft Rejection/immunology , Humans , Immune Tolerance , Immunosuppression Therapy/methods , Mice , Mice, Inbred NOD , Mice, SCID , Myocardial Infarction/immunology , Myocardial Infarction/pathology , Myocardial Infarction/surgery , Random AllocationABSTRACT
Stromal tumor-infiltrating lymphocyte (sTIL) enrichment in pretreatment breast tumors has been associated with superior response to neoadjuvant treatment and survival. In a population-based cohort, we studied sTIL-survival associations by race and ethnicity. We assessed associations of continuous sTIL scores and sTIL-enriched breast cancers (defined as percent lymphocytic infiltration of tumor stroma or cell nests at cutoffs of 30%, 50%, and 70%) with clinical and epidemiologic characteristics and conducted multivariable survival analyses. Although we identified no difference in sTIL score by race and ethnicity, higher continuous sTIL score was associated with lower breast cancer-specific mortality only among non-Hispanic White and Asian American but not African American and Hispanic women. This finding suggests that complex factors influence treatment response and survival, given that sTIL enrichment was not associated with a survival advantage among women from minoritized groups, who more often experience health disparities. Further study of patient selection for sTIL-guided treatment strategies is warranted.
Subject(s)
Breast Neoplasms , Humans , Female , Breast Neoplasms/pathology , Lymphocytes, Tumor-Infiltrating , Prognosis , California/epidemiology , RegistriesABSTRACT
Antimicrobial exposure during curative-intent treatment of triple-negative breast cancer (TNBC) may lead to gut microbiome dysbiosis, decreased circulating and tumor-infiltrating lymphocytes, and inferior outcomes. Here, we investigate the association of antimicrobial exposure and peripheral lymphocyte count during TNBC treatment with survival, using integrated electronic medical record and California Cancer Registry data in the Oncoshare database. Of 772 women with stage I-III TNBC treated with and without standard cytotoxic chemotherapy - prior to the immune checkpoint inhibitor era - most (654, 85%) used antimicrobials. Applying multivariate analyses, we show that each additional total or unique monthly antimicrobial prescription is associated with inferior overall and breast cancer-specific survival. This antimicrobial-mortality association is independent of changes in neutrophil count, is unrelated to disease severity, and is sustained through year three following diagnosis, suggesting antimicrobial exposure negatively impacts TNBC survival. These results may inform mechanistic studies and antimicrobial prescribing decisions in TNBC and other hormone receptor-independent cancers.
Subject(s)
Anti-Infective Agents , Triple Negative Breast Neoplasms , Female , Humans , Biomarkers, Tumor , Breast , Lymphocytes , Lymphocytes, Tumor-InfiltratingABSTRACT
OBJECTIVES: To investigate using patient posts in social media as a resource to profile off-label prescriptions of cancer drugs. METHODS: We analyzed patient posts from the Inspire health forums (www.inspire.com) and extracted mentions of cancer drugs from the 14 most active cancer-type specific support groups. To quantify drug-disease associations, we calculated information component scores from the frequency of posts in each cancer-specific group with mentions of a given drug. We evaluated the results against three sources: manual review, Wolters-Kluwer Medi-span, and Truven MarketScan insurance claims. RESULTS: We identified 279 frequently discussed and therefore highly associated drug-disease pairs from Inspire posts. Of these, 96 are FDA approved, 9 are known off-label uses, and 174 do not have records of known usage (potentially novel off-label uses). We achieved a mean average precision of 74.9% in identifying drug-disease pairs with a true indication association from patient posts and found consistent evidence in medical claims records. We achieved a recall of 69.2% in identifying known off-label drug uses (based on Wolters-Kluwer Medi-span) from patient posts.
ABSTRACT
BACKGROUND: Adverse drug reactions (ADRs) occur in nearly all patients on chemotherapy, causing morbidity and therapy disruptions. Detection of such ADRs is limited in clinical trials, which are underpowered to detect rare events. Early recognition of ADRs in the postmarketing phase could substantially reduce morbidity and decrease societal costs. Internet community health forums provide a mechanism for individuals to discuss real-time health concerns and can enable computational detection of ADRs. OBJECTIVE: The goal of this study is to identify cutaneous ADR signals in social health networks and compare the frequency and timing of these ADRs to clinical reports in the literature. METHODS: We present a natural language processing-based, ADR signal-generation pipeline based on patient posts on Internet social health networks. We identified user posts from the Inspire health forums related to two chemotherapy classes: erlotinib, an epidermal growth factor receptor inhibitor, and nivolumab and pembrolizumab, immune checkpoint inhibitors. We extracted mentions of ADRs from unstructured content of patient posts. We then performed population-level association analyses and time-to-detection analyses. RESULTS: Our system detected cutaneous ADRs from patient reports with high precision (0.90) and at frequencies comparable to those documented in the literature but an average of 7 months ahead of their literature reporting. Known ADRs were associated with higher proportional reporting ratios compared to negative controls, demonstrating the robustness of our analyses. Our named entity recognition system achieved a 0.738 microaveraged F-measure in detecting ADR entities, not limited to cutaneous ADRs, in health forum posts. Additionally, we discovered the novel ADR of hypohidrosis reported by 23 patients in erlotinib-related posts; this ADR was absent from 15 years of literature on this medication and we recently reported the finding in a clinical oncology journal. CONCLUSIONS: Several hundred million patients report health concerns in social health networks, yet this information is markedly underutilized for pharmacosurveillance. We demonstrated the ability of a natural language processing-based signal-generation pipeline to accurately detect patient reports of ADRs months in advance of literature reporting and the robustness of statistical analyses to validate system detections. Our findings suggest the important contributions that social health network data can play in contributing to more comprehensive and timely pharmacovigilance.
ABSTRACT
The identification of oncogenic drivers of liquid tumors has led to the rapid development of targeted agents with distinct cutaneous adverse event (AE) profiles. The diagnosis and management of these skin toxicities has motivated a novel partnership between dermatologists and oncologists in developing supportive oncodermatology clinics. In this article we review the current state of knowledge of clinical presentation, mechanisms, and management of the most common and significant cutaneous AEs observed during treatment with targeted therapies for hematologic and lymphoid malignancies. We systematically review according to drug-targeting pathway the cutaneous AE profiles of these drugs, and offer insight when possible into whether pharmacologic target versus immunologic modulation primarily underlie presentation. We include discussion of tyrosine kinase inhibitors (imatinib, dasatinib, nilotinib, bosutinib, ponatinib), blinatumomab, ibrutinib, idelalisib, anti-B cell antibodies (rituximab, ibritumomab, obinutuzumab, ofatumumab, tositumomab), immune checkpoint inhibitors (nivolumab, pembrolizumab), alemtuzumab, brentuximab, and proteasome inhibitors (bortezomib, carfilzomib, ixazomib). We highlight skin reactions seen with antiliquid but not solid tumor agents, draw attention to serious cutaneous AEs that might require therapy modification or cessation, and offer management strategies to permit treatment tolerability. We emphasize the importance of early diagnosis and treatment to minimize disruptions to care, optimize prognosis and quality of life, and promptly address life-threatening skin or infectious events. This evolving partnership between oncologists and dermatologists in the iterative characterization and management of skin toxicities will contribute to a better understanding of these drugs' cutaneous targets and improved patient care.
Subject(s)
Antineoplastic Agents/therapeutic use , Hematologic Neoplasms/drug therapy , Leukemia, Lymphoid/drug therapy , Molecular Targeted Therapy/methods , Proteasome Inhibitors/therapeutic use , Protein Kinase Inhibitors/therapeutic use , Antineoplastic Agents/adverse effects , Humans , Molecular Targeted Therapy/adverse effects , Prognosis , Proteasome Inhibitors/adverse effects , Protein Kinase Inhibitors/adverse effects , Quality of Life , Skin Diseases/chemically inducedSubject(s)
Antineoplastic Agents/adverse effects , Data Mining/methods , Deep Learning , Drug-Related Side Effects and Adverse Reactions/epidemiology , Skin Diseases/chemically induced , Skin Diseases/epidemiology , Social Networking , Bias , Community Networks/statistics & numerical data , Data Mining/statistics & numerical data , Drug-Related Side Effects and Adverse Reactions/diagnosis , Humans , Information Storage and Retrieval/methods , Product Surveillance, Postmarketing/methods , Product Surveillance, Postmarketing/statistics & numerical data , Publications/statistics & numerical dataABSTRACT
Arteriosclerotic cardiovascular diseases are among the leading causes of morbidity and mortality worldwide. Therapeutic angiogenesis aims to treat ischemic myocardial and peripheral tissues by delivery of recombinant proteins, genes, or cells to promote neoangiogenesis. Concerns regarding the safety, side effects, and efficacy of protein and gene transfer studies have led to the development of cell-based therapies as alternative approaches to induce vascular regeneration and to improve function of damaged tissue. Cell-based therapies may be improved by the application of imaging technologies that allow investigators to track the location, engraftment, and survival of the administered cell population. The past decade of investigations has produced promising clinical data regarding cell therapy, but design of trials and evaluation of treatments stand to be improved by emerging insight from imaging studies. Here, we provide an overview of pre-clinical and clinical experience using cell-based therapies to promote vascular regeneration in the treatment of peripheral arterial disease. We also review four major imaging modalities and underscore the importance of in vivo analysis of cell fate for a full understanding of functional outcomes.