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PURPOSE OF REVIEW: To provide perspective on the current development status, and potential future role, of obicetrapib, a third-generation cholesterylester transfer protein (CETP) inhibitor. Obicetrapib has received recent attention following positive Phase II clinical trial data and initiation of Phase III trials for the treatment of dyslipidemia and atherosclerotic cardiovascular disease (ASCVD). RECENT FINDINGS: The ROSE and ROSE2 trials are Phase II studies that examined the lipid lowering effects of obicetrapib in patients on pre-existing high-intensity statin therapy. Obicetrapib significantly reduced key dyslipidemia biomarkers including low density lipoprotein cholesterol (LDL-C), Apolipoprotein B (Apo B), and non-high-density lipoprotein cholesterol (non-HDL-C) while increasing high-density lipoprotein cholesterol (HDL-C). Four phase III clinical trials, including a cardiovascular outcomes trial, are ongoing. Preliminary data for obicetrapib shows favorable effects on dyslipidemia, which could theoretically lead to a decrease in ASCVD clinical events. Short-term safety data in preliminary studies shows no significant safety signals.
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BACKGROUND: Machine learning (ML) is a branch of artificial intelligence that allows computers to learn from large complex datasets without being explicitly programmed. Although ML is already widely manifest in our daily lives in various forms, the considerable potential of ML has yet to find its way into mainstream medical research and day-to-day clinical care. The complex diagnostic and therapeutic modalities used in neurosurgery provide a vast amount of data that is ideally suited for ML models. This systematic review explores ML's potential to assist and improve neurosurgical care. METHOD: A systematic literature search was performed in the PubMed and Embase databases to identify all potentially relevant studies up to January 1, 2017. All studies were included that evaluated ML models assisting neurosurgical treatment. RESULTS: Of the 6,402 citations identified, 221 studies were selected after subsequent title/abstract and full-text screening. In these studies, ML was used to assist surgical treatment of patients with epilepsy, brain tumors, spinal lesions, neurovascular pathology, Parkinson's disease, traumatic brain injury, and hydrocephalus. Across multiple paradigms, ML was found to be a valuable tool for presurgical planning, intraoperative guidance, neurophysiological monitoring, and neurosurgical outcome prediction. CONCLUSIONS: ML has started to find applications aimed at improving neurosurgical care by increasing the efficiency and precision of perioperative decision-making. A thorough validation of specific ML models is essential before implementation in clinical neurosurgical care. To bridge the gap between research and clinical care, practical and ethical issues should be considered parallel to the development of these techniques.
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Encéfalo/cirurgia , Aprendizado de Máquina , Procedimentos Neurocirúrgicos/métodos , Medula Espinal/cirurgia , Tomada de Decisões , Humanos , PrognósticoRESUMO
Peripartum cardiomyopathy (PPCM) is an idiopathic form of pregnancy-induced heart failure associated with preeclampsia. Circulating factors in late pregnancy are thought to contribute to both diseases, suggesting a common underlying pathophysiological process. However, what drives this process remains unclear. Using serum proteomics, we identified the senescence-associated secretory phenotype (SASP), a marker of cellular senescence associated with biological aging, as the most highly up-regulated pathway in young women with PPCM or preeclampsia. Placentas from women with preeclampsia displayed multiple markers of amplified senescence and tissue aging, as well as overall increased gene expression of 28 circulating proteins that contributed to SASP pathway enrichment in serum samples from patients with preeclampsia or PPCM. The most highly expressed placental SASP factor, activin A, was associated with cardiac dysfunction or heart failure severity in women with preeclampsia or PPCM. In a murine model of PPCM induced by cardiomyocyte-specific deletion of the gene encoding peroxisome proliferator-activated receptor γ coactivator-1α, inhibiting activin A signaling in the early postpartum period with a monoclonal antibody to the activin type II receptor improved heart function. In addition, attenuating placental senescence with the senolytic compound fisetin in late pregnancy improved cardiac function in these animals. These findings link senescence biology to cardiac dysfunction in pregnancy and help to elucidate the pathogenesis underlying cardiovascular diseases of pregnancy.
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Cardiomiopatias , Cardiopatias , Insuficiência Cardíaca , Pré-Eclâmpsia , Humanos , Gravidez , Feminino , Camundongos , Animais , Período Periparto , Placenta , Fatores de TranscriçãoRESUMO
Heart failure with preserved ejection fraction (HFpEF) is the most common type of HF in older adults. Although no pharmacological therapy has yet improved survival in HFpEF, exercise training (ExT) has emerged as the most effective intervention to improving functional outcomes in this age-related disease. The molecular mechanisms by which ExT induces its beneficial effects in HFpEF, however, remain largely unknown. Given the strong association between aging and HFpEF, we hypothesized that ExT might reverse cardiac aging phenotypes that contribute to HFpEF pathophysiology and additionally provide a platform for novel mechanistic and therapeutic discovery. Here, we show that aged (24-30 months) C57BL/6 male mice recapitulate many of the hallmark features of HFpEF, including preserved left ventricular ejection fraction, subclinical systolic dysfunction, diastolic dysfunction, impaired cardiac reserves, exercise intolerance, and pathologic cardiac hypertrophy. Similar to older humans, ExT in old mice improved exercise capacity, diastolic function, and contractile reserves, while reducing pulmonary congestion. Interestingly, RNAseq of explanted hearts showed that ExT did not significantly modulate biological pathways targeted by conventional HF medications. However, it reversed multiple age-related pathways, including the global downregulation of cell cycle pathways seen in aged hearts, which was associated with increased capillary density, but no effects on cardiac mass or fibrosis. Taken together, these data demonstrate that the aged C57BL/6 male mouse is a valuable model for studying the role of aging biology in HFpEF pathophysiology, and provide a molecular framework for how ExT potentially reverses cardiac aging phenotypes in HFpEF.
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Envelhecimento/genética , Ecocardiografia Doppler/métodos , Exercício Físico/fisiologia , Insuficiência Cardíaca/fisiopatologia , Volume Sistólico/fisiologia , Animais , Humanos , Masculino , Camundongos , FenótipoRESUMO
The molecular chaperone Hsp90 is critical for the maintenance of cellular homeostasis and represents a promising drug target. Despite increasing knowledge on the structure of Hsp90, the molecular basis of substrate recognition and pro-folding by Hsp90/co-chaperone complexes remains unknown. Here, we report the solution structures of human full-length Hsp90 in complex with the PPIase FKBP51, as well as the 280 kDa Hsp90/FKBP51 complex bound to the Alzheimer's disease-related protein Tau. We reveal that the FKBP51/Hsp90 complex, which synergizes to promote toxic Tau oligomers in vivo, is highly dynamic and stabilizes the extended conformation of the Hsp90 dimer resulting in decreased Hsp90 ATPase activity. Within the ternary Hsp90/FKBP51/Tau complex, Hsp90 serves as a scaffold that traps the PPIase and nucleates multiple conformations of Tau's proline-rich region next to the PPIase catalytic pocket in a phosphorylation-dependent manner. Our study defines a conceptual model for dynamic Hsp90/co-chaperone/client recognition.
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Proteínas de Choque Térmico HSP90/química , Proteínas de Choque Térmico HSP90/toxicidade , Proteínas de Ligação a Tacrolimo/química , Proteínas de Ligação a Tacrolimo/toxicidade , Proteínas tau/química , Proteínas tau/toxicidade , Biocatálise/efeitos dos fármacos , Proteínas de Choque Térmico HSP90/metabolismo , Humanos , Espectroscopia de Ressonância Magnética , Modelos Moleculares , Fosforilação/efeitos dos fármacos , Ligação Proteica/efeitos dos fármacos , Conformação Proteica , Proteínas de Ligação a Tacrolimo/metabolismo , Proteínas tau/metabolismoRESUMO
The critical toxic species in over 40 human diseases are misfolded proteins. Their interaction with molecular chaperones such as Hsp90, which preferentially interacts with metastable proteins, is essential for the blocking of disease progression. Here we used nuclear magnetic resonance (NMR) spectroscopy to determine the three-dimensional structure of the misfolded cytotoxic monomer of the amyloidogenic human protein transthyretin, which is characterized by the release of the C-terminal ß-strand and perturbations of the A-B loop. The misfolded transthyretin monomer, but not the wild-type protein, binds to human Hsp90. In the bound state, the Hsp90 dimer predominantly populates an open conformation, and transthyretin retains its globular structure. The interaction surface for the transthyretin monomer comprises the N-terminal and middle domains of Hsp90 and overlaps with that of the Alzheimer's-disease-related protein tau. Taken together, the data suggest that Hsp90 uses a mechanism for the recognition of aggregation-prone proteins that is largely distinct from those of other Hsp90 clients.
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Proteínas de Choque Térmico HSP90/química , Proteínas de Choque Térmico HSP90/metabolismo , Chaperonas Moleculares/química , Chaperonas Moleculares/metabolismo , Pré-Albumina/química , Pré-Albumina/metabolismo , Dobramento de Proteína , Humanos , Imageamento Tridimensional , Proteínas Intrinsicamente Desordenadas/química , Proteínas Intrinsicamente Desordenadas/metabolismo , Espectroscopia de Ressonância Magnética , Modelos Biológicos , Modelos Moleculares , Ligação Proteica , Conformação Proteica , Multimerização Proteica , Proteínas tau/química , Proteínas tau/metabolismoRESUMO
Problem-based learning (PBL) has been a concept in existence for decades yet its implementation in medical student education is limited. Considering the nature of a physician's work, PBL is a logical step towards developing students' abilities to synthesize and integrate foundational concepts into clinical medicine. Harvard's recently redesigned Pathways curriculum has shifted almost exclusively towards PBL in its one-year preclinical curriculum. This piece provides my thoughts, both derived from my own reflections as well as conversations and observations of my peers, on the effectiveness, advantages, and disadvantages of a PBL curriculum. All in all, the feelings of my peers and I regarding PBL has been overwhelmingly positive despite potential areas of improvement and continued fine-tuning.
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The extrinsic apoptotic pathway is initiated by binding of a Fas ligand to the ectodomain of the surface death receptor Fas protein. Subsequently, the intracellular death domain of Fas (FasDD) and that of the Fas-associated protein (FADD) interact to form the core of the death-inducing signaling complex (DISC), a crucial step for activation of caspases that induce cell death. Previous studies have shown that calmodulin (CaM) is recruited into the DISC in cholangiocarcinoma cells and specifically interacts with FasDD to regulate the apoptotic/survival signaling pathway. Inhibition of CaM activity in DISC stimulates apoptosis significantly. We have recently shown that CaM forms a ternary complex with FasDD (2:1 CaM:FasDD). However, the molecular mechanism by which CaM binds to two distinct FasDD motifs is not fully understood. Here, we employed mass spectrometry, nuclear magnetic resonance (NMR), biophysical, and biochemical methods to identify the binding regions of FasDD and provide a molecular basis for the role of CaM in Fas-mediated apoptosis. Proteolytic digestion and mass spectrometry data revealed that peptides spanning residues 209-239 (Fas-Pep1) and 251-288 (Fas-Pep2) constitute the two CaM-binding regions of FasDD. To determine the molecular mechanism of interaction, we have characterized the binding of recombinant/synthetic Fas-Pep1 and Fas-Pep2 peptides with CaM. Our data show that both peptides engage the N- and C-terminal lobes of CaM simultaneously. Binding of Fas-Pep1 to CaM is entropically driven while that of Fas-Pep2 to CaM is enthalpically driven, indicating that a combination of electrostatic and hydrophobic forces contribute to the stabilization of the FasDD-CaM complex. Our data suggest that because Fas-Pep1 and Fas-Pep2 are involved in extensive intermolecular contacts with the death domain of FADD, binding of CaM to these regions may hinder its ability to bind to FADD, thus greatly inhibiting the initiation of apoptotic signaling pathway.