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1.
Liver Int ; 43(9): 1984-1994, 2023 09.
Article in English | MEDLINE | ID: mdl-37443448

ABSTRACT

BACKGROUND AND AIMS: A reduction in hepatic venous pressure gradient (HVPG) is the most accurate marker for assessing the severity of portal hypertension and the effectiveness of intervention treatments. This study aimed to evaluate the prognostic potential of blood-based proteomic biomarkers in predicting HVPG response amongst cirrhotic patients with portal hypertension due to Hepatitis C virus (HCV) and had achieved sustained virologic response (SVR). METHODS: The study comprised 59 patients from two cohorts. Patients underwent paired HVPG (pretreatment and after SVR), liver stiffness (LSM), and enhanced liver fibrosis scores (ELF) measurements, as well as proteomics-based profiling on serum samples using SomaScan® at baseline (BL) and after SVR (EOS). Machine learning with feature selection (Caret, Random Forest and RPART) methods were performed to determine the proteins capable of classifying HVPG responders. Model performance was evaluated using AUROC (pROC R package). RESULTS: Patients were stratified by a change in HVPG (EOS vs. BL) into responders (greater than 20% decline in HVPG from BL, or <10 mmHg at EOS with >10 mmHg at BL) and non-responders. LSM and ELF decreased markedly after SVR but did not correlate with HVPG response. SomaScan (SomaLogic, Inc., Boulder, CO) analysis revealed a substantial shift in the peripheral proteome composition, reflected by 82 significantly differentially abundant proteins. Twelve proteins accurately distinguished responders from non-responders, with an AUROC of .86, sensitivity of 83%, specificity of 83%, accuracy of 83%, PPV of 83%, and NPV of 83%. CONCLUSIONS: A combined non-invasive soluble protein signature was identified, capable of accurately predicting HVPG response in HCV liver cirrhosis patients after achieving SVR.


Subject(s)
Hepatitis C , Hypertension, Portal , Humans , Sustained Virologic Response , Proteomics , Liver Cirrhosis , Hypertension, Portal/drug therapy , Hypertension, Portal/etiology , Hepacivirus , Portal Pressure , Venous Pressure
2.
Sci Transl Med ; 10(449)2018 07 11.
Article in English | MEDLINE | ID: mdl-29997249

ABSTRACT

Inhibition of the mechanistic target of rapamycin (mTOR) protein kinase extends life span and ameliorates aging-related pathologies including declining immune function in model organisms. The objective of this phase 2a randomized, placebo-controlled clinical trial was to determine whether low-dose mTOR inhibitor therapy enhanced immune function and decreased infection rates in 264 elderly subjects given the study drugs for 6 weeks. A low-dose combination of a catalytic (BEZ235) plus an allosteric (RAD001) mTOR inhibitor that selectively inhibits target of rapamycin complex 1 (TORC1) downstream of mTOR was safe and was associated with a significant (P = 0.001) decrease in the rate of infections reported by elderly subjects for a year after study drug initiation. In addition, we observed an up-regulation of antiviral gene expression and an improvement in the response to influenza vaccination in this treatment group. Thus, selective TORC1 inhibition has the potential to improve immune function and reduce infections in the elderly.


Subject(s)
Communicable Diseases/immunology , Everolimus/therapeutic use , Imidazoles/therapeutic use , Immunity , Mechanistic Target of Rapamycin Complex 1/antagonists & inhibitors , Quinolines/therapeutic use , Aged , Antibodies, Viral/immunology , Communicable Diseases/blood , Communicable Diseases/drug therapy , Communicable Diseases/genetics , Dose-Response Relationship, Drug , Everolimus/adverse effects , Everolimus/pharmacology , Humans , Imidazoles/adverse effects , Imidazoles/pharmacology , Influenza, Human/blood , Influenza, Human/immunology , Influenza, Human/prevention & control , Mechanistic Target of Rapamycin Complex 1/metabolism , Quinolines/adverse effects , Quinolines/pharmacology , Up-Regulation/drug effects , Vaccination
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