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1.
Radiol Med ; 129(1): 14-28, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37863847

RESUMO

OBJECTIVE: Exploring the efficacy of a Radiological-Clinical (Rad-Clinical) model in predicting prognosis of unresectable hepatocellular carcinoma (HCC) patients after drug eluting beads transcatheter arterial chemoembolization (DEB-TACE) to optimize the targeted sequential treatment. METHODS: In this retrospective analysis, we included 202 patients with unresectable HCC who received DEB-TACE treatment in 17 institutions from June 2018 to December 2022. Progression-free survival (PFS)-related radiomics features were computationally extracted from HCC patients to build a radiological signature (Rad-signature) model with least absolute shrinkage and selection operator regression. A Rad-Clinical model for postoperative PFS was further constructed according to the Rad-signature and clinical variables by Cox regression analysis. It was presented as a nomogram and evaluated by receiver operating characteristic curves, calibration curves, and decision curve analysis. And further evaluate the application value of Rad-Clinical model in clinical stages and targeted sequential therapy of HCC. RESULTS: Tumor size, Barcelona Clinic Liver Cancer (BCLC) stage, and radiomics score (Rad-score) were found to be independent risk factors for PFS after DEB-TACE treatment for unresectable HCC, with the Rad-Clinical model being the greatest predictor of PFS in these patients (hazard ratio: 2.08; 95% confidence interval: 1.56-2.78; P < 0.001) along with high 6 months, 12 months, 18 months, and 24 months area under the curves of 0.857, 0.810, 0.843, and 0.838, respectively. In addition, compared to the radiomics and clinical nomograms, the Radiological-Clinical nomogram also significantly improved the classification accuracy for PFS outcomes, based on the net reclassification improvement (45.2%, 95% CI 0.260-0.632, p < 0.05) and integrated discrimination improvement (14.9%, 95% CI 0.064-0.281, p < 0.05). Based on this model, low-risk patients had higher PFS than high-risk patients in BCLC-B and C stages (P = 0.021). Targeted sequential therapy for patients with high and low-risk HCC in BCLC-B stage exhibited significant benefits (P = 0.018, P = 0.012), but patients with high-risk HCC in BCLC-C stage did not benefit much (P = 0.052). CONCLUSION: The Rad-Clinical model may be favorable for predicting PFS in patients with unresectable HCC treated with DEB-TACE and for identifying patients who may benefit from targeted sequential therapy.


Assuntos
Carcinoma Hepatocelular , Quimioembolização Terapêutica , Neoplasias Hepáticas , Humanos , Carcinoma Hepatocelular/patologia , Neoplasias Hepáticas/patologia , Nomogramas , Estudos Retrospectivos , Terapia de Alvo Molecular , Resultado do Tratamento
2.
Tissue Cell ; 67: 101453, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-33130456

RESUMO

Deep vein thrombosis (DVT) is a common disease in vascular surgery. In recent study, microRNA (miRNA) plays a regulatory role in function of Endothelial progenitor cells (EPCs), which showed promising therapeutic choice for DVT. However, the function of miR-143-3p in EPCs remains incomplete. Flow cytometry was used to identify EPCs surface markers. Cell viability, migration, invasion and tube formation of EPCs were detected by 3-[4,5-dimethylthylthiazol-2-yl]-2,5 diphenyltetrazolium broide (MTT), wound healing, transwell and tube formation assay, respectively. TargetScan was used to predict miR-143-3p targeting genes. Dual-luciferase report assay was used to verify the interactions between miR-143-3p and autophagy-related 2B (ATG2B). Quantitative reverse transcription polymerase chain reaction (qRT-PCR) was used to examine the mRNA expression levels of ATG2B and miR-143-3p. Western blot was used to examine the protein expression levels of ATG2B, LC3 and p62. The cultured EPCs showed cobblestone morphology and were identified by cell surface markers. Overexpression of miR-143-3p enhanced the viability, migration, invasion and tube formation of EPCs, but low expression of miR-143-3p obtained the reverse results. ATG2B directly bound to miR-143-3p. Overexpression of miR-143-3p reduced the expression of ATG2B, but low expression of miR-143-3p increased. Overexpression of miR-143-3p decreased the expression of LC3I/II, but increased the expression of p62. Overexpression of ATG2B reversed the above-mentioned effects of EPCs which regulated by overexpression of miR-143-3p. MiR-143-3p targets ATG2B to modulate the function of EPCs and recanalization and resolution of DVT.


Assuntos
Proteínas Relacionadas à Autofagia/metabolismo , Autofagia/genética , Células Progenitoras Endoteliais/metabolismo , Células Progenitoras Endoteliais/patologia , MicroRNAs/metabolismo , Neovascularização Fisiológica/genética , Trombose Venosa/genética , Trombose Venosa/patologia , Proteínas de Transporte Vesicular/metabolismo , Antagomirs/metabolismo , Autofagossomos/metabolismo , Sequência de Bases , Movimento Celular/genética , Sobrevivência Celular/genética , Regulação da Expressão Gênica , Humanos , MicroRNAs/genética , Ligação Proteica/genética
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