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1.
Annu Rev Immunol ; 38: 249-287, 2020 04 26.
Artigo em Inglês | MEDLINE | ID: mdl-32340579

RESUMO

Since the birth of biotechnology, hundreds of biotherapeutics have been developed and approved by the US Food and Drug Administration (FDA) for human use. These novel medicines not only bring significant benefit to patients but also represent precision tools to interrogate human disease biology. Accordingly, much has been learned from the successes and failures of hundreds of high-quality clinical trials. In this review, we discuss general and broadly applicable themes that have emerged from this collective experience. We base our discussion on insights gained from exploring some of the most important target classes, including interleukin-1 (IL-1), tumor necrosis factor α (TNF-α), IL-6, IL-12/23, IL-17, IL-4/13, IL-5, immunoglobulin E (IgE), integrins and B cells. We also describe current challenges and speculate about how emerging technological capabilities may enable the discovery and development of the next generation of biotherapeutics.


Assuntos
Produtos Biológicos/farmacologia , Produtos Biológicos/uso terapêutico , Terapia Biológica , Desenvolvimento de Medicamentos , Animais , Produtos Biológicos/história , Terapia Biológica/história , Terapia Biológica/métodos , Biotecnologia/história , Biotecnologia/métodos , Ensaios Clínicos como Assunto , Desenvolvimento de Medicamentos/história , Descoberta de Drogas/história , Descoberta de Drogas/métodos , Avaliação Pré-Clínica de Medicamentos , História do Século XX , História do Século XXI , Humanos
2.
Cell ; 187(7): 1666-1684.e26, 2024 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-38490194

RESUMO

Diminished hepatocyte regeneration is a key feature of acute and chronic liver diseases and after extended liver resections, resulting in the inability to maintain or restore a sufficient functional liver mass. Therapies to restore hepatocyte regeneration are lacking, making liver transplantation the only curative option for end-stage liver disease. Here, we report on the structure-based development and characterization (nuclear magnetic resonance [NMR] spectroscopy) of first-in-class small molecule inhibitors of the dual-specificity kinase MKK4 (MKK4i). MKK4i increased liver regeneration upon hepatectomy in murine and porcine models, allowed for survival of pigs in a lethal 85% hepatectomy model, and showed antisteatotic and antifibrotic effects in liver disease mouse models. A first-in-human phase I trial (European Union Drug Regulating Authorities Clinical Trials [EudraCT] 2021-000193-28) with the clinical candidate HRX215 was conducted and revealed excellent safety and pharmacokinetics. Clinical trials to probe HRX215 for prevention/treatment of liver failure after extensive oncological liver resections or after transplantation of small grafts are warranted.


Assuntos
Inibidores Enzimáticos , Falência Hepática , MAP Quinase Quinase 4 , Animais , Humanos , Camundongos , Hepatectomia/métodos , Hepatócitos , Fígado , Hepatopatias/tratamento farmacológico , Falência Hepática/tratamento farmacológico , Falência Hepática/prevenção & controle , Regeneração Hepática , Suínos , MAP Quinase Quinase 4/antagonistas & inibidores , Inibidores Enzimáticos/uso terapêutico
3.
Cell ; 186(21): 4567-4582.e20, 2023 10 12.
Artigo em Inglês | MEDLINE | ID: mdl-37794590

RESUMO

CRISPR-Cas9 genome editing has enabled advanced T cell therapies, but occasional loss of the targeted chromosome remains a safety concern. To investigate whether Cas9-induced chromosome loss is a universal phenomenon and evaluate its clinical significance, we conducted a systematic analysis in primary human T cells. Arrayed and pooled CRISPR screens revealed that chromosome loss was generalizable across the genome and resulted in partial and entire loss of the targeted chromosome, including in preclinical chimeric antigen receptor T cells. T cells with chromosome loss persisted for weeks in culture, implying the potential to interfere with clinical use. A modified cell manufacturing process, employed in our first-in-human clinical trial of Cas9-engineered T cells (NCT03399448), reduced chromosome loss while largely preserving genome editing efficacy. Expression of p53 correlated with protection from chromosome loss observed in this protocol, suggesting both a mechanism and strategy for T cell engineering that mitigates this genotoxicity in the clinic.


Assuntos
Sistemas CRISPR-Cas , Aberrações Cromossômicas , Edição de Genes , Linfócitos T , Humanos , Cromossomos , Sistemas CRISPR-Cas/genética , Dano ao DNA , Edição de Genes/métodos , Ensaios Clínicos como Assunto
4.
Cell ; 184(7): 1661-1670, 2021 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-33798439

RESUMO

When it comes to precision oncology, proteogenomics may provide better prospects to the clinical characterization of tumors, help make a more accurate diagnosis of cancer, and improve treatment for patients with cancer. This perspective describes the significant contributions of The Cancer Genome Atlas and the Clinical Proteomic Tumor Analysis Consortium to precision oncology and makes the case that proteogenomics needs to be fully integrated into clinical trials and patient care in order for precision oncology to deliver the right cancer treatment to the right patient at the right dose and at the right time.


Assuntos
Neoplasias/diagnóstico , Proteogenômica/métodos , Bases de Dados Genéticas , Descoberta de Drogas , Estudos de Associação Genética , Humanos , Neoplasias/genética , Neoplasias/terapia , Medicina de Precisão
5.
Cell ; 180(1): 9-14, 2020 01 09.
Artigo em Inglês | MEDLINE | ID: mdl-31951522

RESUMO

This commentary introduces a new clinical trial construct, the Master Observational Trial (MOT), which hybridizes the power of molecularly based master interventional protocols with the breadth of real-world data. The MOT provides a clinical venue to allow molecular medicine to rapidly advance, answers questions that traditional interventional trials generally do not address, and seamlessly integrates with interventional trials in both diagnostic and therapeutic arenas. The result is a more comprehensive data collection ecosystem in precision medicine.


Assuntos
Estudos Observacionais como Assunto/métodos , Medicina de Precisão/métodos , Projetos de Pesquisa/normas , Big Data , Protocolos de Ensaio Clínico como Assunto , Humanos , Terapia de Alvo Molecular/métodos , Terapia de Alvo Molecular/tendências , Estudos Observacionais como Assunto/normas
6.
Cell ; 183(2): 324-334.e5, 2020 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-33007265

RESUMO

Infants born by vaginal delivery are colonized with maternal fecal microbes. Cesarean section (CS) birth disturbs mother-to-neonate transmission. In this study (NCT03568734), we evaluated whether disturbed intestinal microbiota development could be restored in term CS-born infants by postnatal, orally delivered fecal microbiota transplantation (FMT). We recruited 17 mothers, of whom seven were selected after careful screening. Their infants received a diluted fecal sample from their own mothers, taken 3 weeks prior to delivery. All seven infants had an uneventful clinical course during the 3-month follow-up and showed no adverse effects. The temporal development of the fecal microbiota composition of FMT-treated CS-born infants no longer resembled that of untreated CS-born infants but showed significant similarity to that of vaginally born infants. This proof-of-concept study demonstrates that the intestinal microbiota of CS-born infants can be restored postnatally by maternal FMT. However, this should only be done after careful clinical and microbiological screening.


Assuntos
Transplante de Microbiota Fecal/métodos , Fezes/microbiologia , Microbioma Gastrointestinal/fisiologia , Adulto , Cesárea/efeitos adversos , Parto Obstétrico , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Microbiota/fisiologia , Mães , Gravidez , Estudo de Prova de Conceito , Vagina/microbiologia
7.
Immunity ; 57(9): 2232-2250.e10, 2024 Sep 10.
Artigo em Inglês | MEDLINE | ID: mdl-39137779

RESUMO

Due to its stimulatory potential for immunomodulatory CD4+ regulatory T (Treg) cells, low-dose interleukin-2 (IL-2) immunotherapy has gained considerable attention for the treatment of autoimmune diseases. In this investigator-initiated single-arm non-placebo-controlled phase-2 clinical trial of low-dose IL-2 immunotherapy in systemic lupus erythematosus (SLE) patients, we generated a comprehensive atlas of in vivo human immune responses to low-dose IL-2. We performed an in-depth study of circulating and cutaneous immune cells by imaging mass cytometry, high-parameter flow cytometry, transcriptomics, and targeted serum proteomics. Low-dose IL-2 stimulated various circulating immune cells, including Treg cells with a skin-homing phenotype that appeared in the skin of SLE patients in close interaction with endothelial cells. Analysis of surface proteins and transcriptomes revealed different IL-2-driven Treg cell activation programs, including gut-homing CD38+, skin-homing HLA-DR+, and highly proliferative inflammation-homing CD38+ HLA-DR+ Treg cells. Collectively, these data define the distinct human Treg cell subsets that are responsive to IL-2 immunotherapy.


Assuntos
Imunoterapia , Interleucina-2 , Lúpus Eritematoso Sistêmico , Pele , Linfócitos T Reguladores , Humanos , Linfócitos T Reguladores/imunologia , Interleucina-2/imunologia , Pele/imunologia , Imunoterapia/métodos , Lúpus Eritematoso Sistêmico/imunologia , Lúpus Eritematoso Sistêmico/terapia , Subpopulações de Linfócitos T/imunologia , Subpopulações de Linfócitos T/metabolismo , Ativação Linfocitária/imunologia , Feminino , Adulto , Masculino
8.
Cell ; 175(6): 1665-1678.e18, 2018 11 29.
Artigo em Inglês | MEDLINE | ID: mdl-30343896

RESUMO

Low-grade gliomas almost invariably progress into secondary glioblastoma (sGBM) with limited therapeutic option and poorly understood mechanism. By studying the mutational landscape of 188 sGBMs, we find significant enrichment of TP53 mutations, somatic hypermutation, MET-exon-14-skipping (METex14), PTPRZ1-MET (ZM) fusions, and MET amplification. Strikingly, METex14 frequently co-occurs with ZM fusion and is present in ∼14% of cases with significantly worse prognosis. Subsequent studies show that METex14 promotes glioma progression by prolonging MET activity. Furthermore, we describe a MET kinase inhibitor, PLB-1001, that demonstrates remarkable potency in selectively inhibiting MET-altered tumor cells in preclinical models. Importantly, this compound also shows blood-brain barrier permeability and is subsequently applied in a phase I clinical trial that enrolls MET-altered chemo-resistant glioma patients. Encouragingly, PLB-1001 achieves partial response in at least two advanced sGBM patients with rarely significant side effects, underscoring the clinical potential for precisely treating gliomas using this therapy.


Assuntos
Neoplasias Encefálicas , Éxons , Glioblastoma , Mutação , Inibidores de Proteínas Quinases , Proteínas Proto-Oncogênicas c-met , Animais , Barreira Hematoencefálica/metabolismo , Barreira Hematoencefálica/patologia , Neoplasias Encefálicas/tratamento farmacológico , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patologia , Sistemas de Liberação de Medicamentos , Feminino , Glioblastoma/tratamento farmacológico , Glioblastoma/genética , Glioblastoma/metabolismo , Humanos , Masculino , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Nus , Inibidores de Proteínas Quinases/farmacocinética , Inibidores de Proteínas Quinases/farmacologia , Proteínas Proto-Oncogênicas c-met/antagonistas & inibidores , Proteínas Proto-Oncogênicas c-met/genética , Proteínas Proto-Oncogênicas c-met/metabolismo , Ratos Sprague-Dawley , Proteína Supressora de Tumor p53/genética , Proteína Supressora de Tumor p53/metabolismo , Ensaios Antitumorais Modelo de Xenoenxerto
9.
Cell ; 172(4): 825-840.e18, 2018 02 08.
Artigo em Inglês | MEDLINE | ID: mdl-29336888

RESUMO

Therapeutic harnessing of adaptive immunity via checkpoint inhibition has transformed the treatment of many cancers. Despite unprecedented long-term responses, most patients do not respond to these therapies. Immunotherapy non-responders often harbor high levels of circulating myeloid-derived suppressor cells (MDSCs)-an immunosuppressive innate cell population. Through genetic and pharmacological approaches, we uncovered a pathway governing MDSC abundance in multiple cancer types. Therapeutic liver-X nuclear receptor (LXR) agonism reduced MDSC abundance in murine models and in patients treated in a first-in-human dose escalation phase 1 trial. MDSC depletion was associated with activation of cytotoxic T lymphocyte (CTL) responses in mice and patients. The LXR transcriptional target ApoE mediated these effects in mice, where LXR/ApoE activation therapy elicited robust anti-tumor responses and also enhanced T cell activation during various immune-based therapies. We implicate the LXR/ApoE axis in the regulation of innate immune suppression and as a target for enhancing the efficacy of cancer immunotherapy in patients.


Assuntos
Apolipoproteínas E/imunologia , Imunidade Inata , Receptores X do Fígado/imunologia , Células Supressoras Mieloides/imunologia , Neoplasias Experimentais/imunologia , Animais , Apolipoproteínas E/genética , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/patologia , Linhagem Celular Tumoral , Feminino , Receptores X do Fígado/genética , Masculino , Camundongos , Camundongos Endogâmicos NOD , Camundongos Knockout , Camundongos SCID , Células Supressoras Mieloides/patologia , Neoplasias Experimentais/genética , Neoplasias Experimentais/patologia , Neoplasias Experimentais/terapia , Ensaios Antitumorais Modelo de Xenoenxerto
10.
Cell ; 172(1-2): 41-54.e19, 2018 01 11.
Artigo em Inglês | MEDLINE | ID: mdl-29249361

RESUMO

Natural genetic variation in the human genome is a cause of individual differences in responses to medications and is an underappreciated burden on public health. Although 108 G-protein-coupled receptors (GPCRs) are the targets of 475 (∼34%) Food and Drug Administration (FDA)-approved drugs and account for a global sales volume of over 180 billion US dollars annually, the prevalence of genetic variation among GPCRs targeted by drugs is unknown. By analyzing data from 68,496 individuals, we find that GPCRs targeted by drugs show genetic variation within functional regions such as drug- and effector-binding sites in the human population. We experimentally show that certain variants of µ-opioid and Cholecystokinin-A receptors could lead to altered or adverse drug response. By analyzing UK National Health Service drug prescription and sales data, we suggest that characterizing GPCR variants could increase prescription precision, improving patients' quality of life, and relieve the economic and societal burden due to variable drug responsiveness. VIDEO ABSTRACT.


Assuntos
Farmacogenética/métodos , Variantes Farmacogenômicos , Receptores Acoplados a Proteínas G/genética , Software , Sítios de Ligação , Prescrições de Medicamentos/normas , Células HEK293 , Humanos , Ligação Proteica , Receptores Acoplados a Proteínas G/antagonistas & inibidores , Receptores Acoplados a Proteínas G/química , Receptores Acoplados a Proteínas G/metabolismo
11.
Annu Rev Neurosci ; 44: 315-334, 2021 07 08.
Artigo em Inglês | MEDLINE | ID: mdl-33761268

RESUMO

Advances in the instrumentation and signal processing for simultaneously acquired electroencephalography and functional magnetic resonance imaging (EEG-fMRI) have enabled new ways to observe the spatiotemporal neural dynamics of the human brain. Central to the utility of EEG-fMRI neuroimaging systems are the methods for fusing the two data streams, with machine learning playing a key role. These methods can be dichotomized into those that are symmetric and asymmetric in terms of how the two modalities inform the fusion. Studies using these methods have shown that fusion yields new insights into brain function that are not possible when each modality is acquired separately. As technology improves and methods for fusion become more sophisticated, the future of EEG-fMRI for noninvasive measurement of brain dynamics includes mesoscale mapping at ultrahigh magnetic resonance fields, targeted perturbation-based neuroimaging, and using deep learning to uncover nonlinear representations that link the electrophysiological and hemodynamic measurements.


Assuntos
Eletroencefalografia , Imageamento por Ressonância Magnética , Encéfalo/diagnóstico por imagem , Mapeamento Encefálico , Humanos , Neuroimagem
12.
Annu Rev Pharmacol Toxicol ; 64: 211-230, 2024 Jan 23.
Artigo em Inglês | MEDLINE | ID: mdl-37562496

RESUMO

Each year over half a million people experience permanent hearing loss caused by treatment with therapeutic drugs with ototoxic side effects. There is a major unmet clinical need for therapies that protect against this hearing loss without reducing the therapeutic efficacy of these lifesaving drugs. At least 17 clinical trials evaluating 10 therapeutics are currently underway for therapies aimed at preventing aminoglycoside- and/or cisplatin-induced ototoxicity. This review describes the preclinical and clinical development of each of these approaches, provides updates on the status of ongoing trials, and highlights the importance of appropriate outcome measures in trial design and the value of reporting criteria in the dissemination of results.


Assuntos
Perda Auditiva , Humanos , Perda Auditiva/induzido quimicamente , Perda Auditiva/prevenção & controle , Ensaios Clínicos como Assunto
13.
Annu Rev Pharmacol Toxicol ; 64: 135-157, 2024 Jan 23.
Artigo em Inglês | MEDLINE | ID: mdl-37506332

RESUMO

Lipoprotein(a) [Lp(a)] is a molecule bound to apolipoprotein(a) with some similarity to low-density lipoprotein cholesterol (LDL-C), which has been found to be a risk factor for cardiovascular disease (CVD). Lp(a) appears to induce inflammation, atherogenesis, and thrombosis. Approximately 20% of the world's population has increased Lp(a) levels, determined predominantly by genetics. Current clinical practices for the management of dyslipidemia are ineffective in lowering Lp(a) levels. Evolving RNA-based therapeutics, such as the antisense oligonucleotide pelacarsen and small interfering RNA olpasiran, have shown promising results in reducing Lp(a) levels. Phase III pivotal cardiovascular outcome trials [Lp(a)HORIZON and OCEAN(a)] are ongoing to evaluate their efficacy in secondary prevention of major cardiovascular events in patients with elevated Lp(a). The future of cardiovascular residual risk reduction may transition to a personalized approach where further lowering of either LDL-C, triglycerides, or Lp(a) is selected after high-intensity statin therapy based on the individual risk profile and preferences of each patient.


Assuntos
Doenças Cardiovasculares , Humanos , LDL-Colesterol/metabolismo , LDL-Colesterol/uso terapêutico , Doenças Cardiovasculares/tratamento farmacológico , Doenças Cardiovasculares/genética , Fatores de Risco , Lipoproteína(a)/genética , Lipoproteína(a)/metabolismo , Lipoproteína(a)/uso terapêutico , Fatores de Risco de Doenças Cardíacas
14.
Development ; 151(7)2024 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-38564308

RESUMO

The translational stem cell research field has progressed immensely in the past decade. Development and refinement of differentiation protocols now allows the generation of a range of cell types, such as pancreatic ß-cells and dopaminergic neurons, from human pluripotent stem cells (hPSCs) in an efficient and good manufacturing practice-compliant fashion. This has led to the initiation of several clinical trials using hPSC-derived cells to replace lost or dysfunctional cells, demonstrating evidence of both safety and efficacy. Here, we highlight successes from some of the hPSC-based trials reporting early signs of efficacy and discuss common challenges in clinical translation of cell therapies.


Assuntos
Células-Tronco Pluripotentes , Humanos , Linhagem Celular , Diferenciação Celular , Terapia Baseada em Transplante de Células e Tecidos , Pesquisa com Células-Tronco
15.
Proc Natl Acad Sci U S A ; 121(28): e2306800121, 2024 Jul 09.
Artigo em Inglês | MEDLINE | ID: mdl-38959037

RESUMO

Understanding the genesis of shared trial-to-trial variability in neuronal population activity within the sensory cortex is critical to uncovering the biological basis of information processing in the brain. Shared variability is often a reflection of the structure of cortical connectivity since it likely arises, in part, from local circuit inputs. A series of experiments from segregated networks of (excitatory) pyramidal neurons in the mouse primary visual cortex challenge this view. Specifically, the across-network correlations were found to be larger than predicted given the known weak cross-network connectivity. We aim to uncover the circuit mechanisms responsible for these enhanced correlations through biologically motivated cortical circuit models. Our central finding is that coupling each excitatory subpopulation with a specific inhibitory subpopulation provides the most robust network-intrinsic solution in shaping these enhanced correlations. This result argues for the existence of excitatory-inhibitory functional assemblies in early sensory areas which mirror not just response properties but also connectivity between pyramidal cells. Furthermore, our findings provide theoretical support for recent experimental observations showing that cortical inhibition forms structural and functional subnetworks with excitatory cells, in contrast to the classical view that inhibition is a nonspecific blanket suppression of local excitation.


Assuntos
Modelos Neurológicos , Rede Nervosa , Células Piramidais , Animais , Camundongos , Células Piramidais/fisiologia , Rede Nervosa/fisiologia , Córtex Visual/fisiologia , Córtex Visual Primário/fisiologia
16.
Proc Natl Acad Sci U S A ; 121(32): e2320603121, 2024 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-39074277

RESUMO

Distracted driving is responsible for nearly 1 million crashes each year in the United States alone, and a major source of driver distraction is handheld phone use. We conducted a randomized, controlled trial to compare the effectiveness of interventions designed to create sustained reductions in handheld use while driving (NCT04587609). Participants were 1,653 consenting Progressive® Snapshot® usage-based auto insurance customers ages 18 to 77 who averaged at least 2 min/h of handheld use while driving in the month prior to study invitation. They were randomly assigned to one of five arms for a 10-wk intervention period. Arm 1 (control) got education about the risks of handheld phone use, as did the other arms. Arm 2 got a free phone mount to facilitate hands-free use. Arm 3 got the mount plus a commitment exercise and tips for hands-free use. Arm 4 got the mount, commitment, and tips plus weekly goal gamification and social competition. Arm 5 was the same as Arm 4, plus offered behaviorally designed financial incentives. Postintervention, participants were monitored until the end of their insurance rating period, 25 to 65 d more. Outcome differences were measured using fractional logistic regression. Arm 4 participants, who received gamification and competition, reduced their handheld use by 20.5% relative to control (P < 0.001); Arm 5 participants, who additionally received financial incentives, reduced their use by 27.6% (P < 0.001). Both groups sustained these reductions through the end of their insurance rating period.


Assuntos
Direção Distraída , Humanos , Feminino , Masculino , Adulto , Pessoa de Meia-Idade , Direção Distraída/prevenção & controle , Idoso , Adolescente , Condução de Veículo , Adulto Jovem
17.
J Cell Sci ; 137(14)2024 07 15.
Artigo em Inglês | MEDLINE | ID: mdl-39034922

RESUMO

Focal adhesion kinase (FAK; encoded by PTK2) was discovered over 30 years ago as a cytoplasmic protein tyrosine kinase that is localized to cell adhesion sites, where it is activated by integrin receptor binding to extracellular matrix proteins. FAK is ubiquitously expressed and functions as a signaling scaffold for a variety of proteins at adhesions and in the cell cytoplasm, and with transcription factors in the nucleus. FAK expression and intrinsic activity are essential for mouse development, with molecular connections to cell motility, cell survival and gene expression. Notably, elevated FAK tyrosine phosphorylation is common in tumors, including pancreatic and ovarian cancers, where it is associated with decreased survival. Small molecule and orally available FAK inhibitors show on-target inhibition in tumor and stromal cells with effects on chemotherapy resistance, stromal fibrosis and tumor microenvironment immune function. Herein, we discuss recent insights regarding mechanisms of FAK activation and signaling, its roles as a cytoplasmic and nuclear scaffold, and the tumor-intrinsic and -extrinsic effects of FAK inhibitors. We also discuss results from ongoing and advanced clinical trials targeting FAK in low- and high-grade serous ovarian cancers, where FAK acts as a master regulator of drug resistance. Although FAK is not known to be mutationally activated, preventing FAK activity has revealed multiple tumor vulnerabilities that support expanding clinical combinatorial targeting possibilities.


Assuntos
Proteína-Tirosina Quinases de Adesão Focal , Neoplasias , Transdução de Sinais , Humanos , Proteína-Tirosina Quinases de Adesão Focal/metabolismo , Proteína-Tirosina Quinases de Adesão Focal/antagonistas & inibidores , Animais , Neoplasias/patologia , Neoplasias/metabolismo , Neoplasias/tratamento farmacológico , Neoplasias/enzimologia , Neoplasias/genética , Inibidores de Proteínas Quinases/farmacologia , Inibidores de Proteínas Quinases/uso terapêutico , Feminino , Microambiente Tumoral , Neoplasias Ovarianas/patologia , Neoplasias Ovarianas/metabolismo , Neoplasias Ovarianas/tratamento farmacológico , Neoplasias Ovarianas/genética
18.
Brief Bioinform ; 25(4)2024 May 23.
Artigo em Inglês | MEDLINE | ID: mdl-38980370

RESUMO

RepurposeDrugs (https://repurposedrugs.org/) is a comprehensive web-portal that combines a unique drug indication database with a machine learning (ML) predictor to discover new drug-indication associations for approved as well as investigational mono and combination therapies. The platform provides detailed information on treatment status, disease indications and clinical trials across 25 indication categories, including neoplasms and cardiovascular conditions. The current version comprises 4314 compounds (approved, terminated or investigational) and 161 drug combinations linked to 1756 indications/conditions, totaling 28 148 drug-disease pairs. By leveraging data on both approved and failed indications, RepurposeDrugs provides ML-based predictions for the approval potential of new drug-disease indications, both for mono- and combinatorial therapies, demonstrating high predictive accuracy in cross-validation. The validity of the ML predictor is validated through a number of real-world case studies, demonstrating its predictive power to accurately identify repurposing candidates with a high likelihood of future approval. To our knowledge, RepurposeDrugs web-portal is the first integrative database and ML-based predictor for interactive exploration and prediction of both single-drug and combination approval likelihood across indications. Given its broad coverage of indication areas and therapeutic options, we expect it accelerates many future drug repurposing projects.


Assuntos
Reposicionamento de Medicamentos , Aprendizado de Máquina , Reposicionamento de Medicamentos/métodos , Humanos , Internet , Quimioterapia Combinada , Bases de Dados de Produtos Farmacêuticos , Bases de Dados Factuais
19.
Circ Res ; 135(1): 222-260, 2024 Jun 21.
Artigo em Inglês | MEDLINE | ID: mdl-38900855

RESUMO

Cardiometabolic disease has become a major health burden worldwide, with sharply increasing prevalence but highly limited therapeutic interventions. Emerging evidence has revealed that arachidonic acid derivatives and pathway factors link metabolic disorders to cardiovascular risks and intimately participate in the progression and severity of cardiometabolic diseases. In this review, we systemically summarized and updated the biological functions of arachidonic acid pathways in cardiometabolic diseases, mainly focusing on heart failure, hypertension, atherosclerosis, nonalcoholic fatty liver disease, obesity, and diabetes. We further discussed the cellular and molecular mechanisms of arachidonic acid pathway-mediated regulation of cardiometabolic diseases and highlighted the emerging clinical advances to improve these pathological conditions by targeting arachidonic acid metabolites and pathway factors.


Assuntos
Ácido Araquidônico , Doenças Cardiovasculares , Humanos , Ácido Araquidônico/metabolismo , Animais , Doenças Cardiovasculares/metabolismo , Doenças Cardiovasculares/terapia , Transdução de Sinais , Doenças Metabólicas/metabolismo , Doenças Metabólicas/terapia , Fatores de Risco Cardiometabólico , Obesidade/metabolismo , Obesidade/terapia
20.
Proc Natl Acad Sci U S A ; 120(16): e2217551120, 2023 04 18.
Artigo em Inglês | MEDLINE | ID: mdl-37036965

RESUMO

Over the past decade, governments and organizations around the world have established behavioral insights teams advocating for randomized experiments. However, recent findings by M. N. Meyer et al., Proc. Natl. Acad. Sci. U.S.A. 116, 10723-10728 (2019) and P. R. Heck, C. F. Chabris, D. J. Watts, M. N. Meyer, Proc. Natl. Acad. Sci. U.S.A. 117, 18948-18950 (2020) suggest that people often rate randomized experiments as less appropriate than the policies they contain even when approving the implementation of either policy untested and when none of the individual policies is clearly superior. The authors warn that this could cause policymakers to avoid running large-scale field experiments or being transparent about running them and might contribute to an adverse heterogeneity bias in terms of who is participating in experiments. In one direct and six conceptual preregistered replications (total N = 5,200) of the previously published larger-effect studies, using the same main dependent variable but with variations in scenario wordings, recruitment platforms, and countries, and the addition of further measures to assess people's views, we test the generalizability and robustness of these findings. Together, we find that the original results do not appear to generalize. That is, our triangulation reveals insufficient evidence to conclude that people exhibit a common pattern of behavior that would be consistent with relative experiment aversion, thereby supporting recent findings by R. Mislavsky, B. Dietvorst, U. Simonsohn, Mark. Sci. 39, 1092-1104 (2020). Thus, policymakers may not need to be concerned about employing evidence-based practices more so than about universally implementing policies.


Assuntos
Ciências do Comportamento , Ensaios Clínicos Controlados Aleatórios como Assunto , Humanos , Políticas , Projetos de Pesquisa
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