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1.
J Vasc Interv Radiol ; 34(3): 327-336, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36516940

RESUMO

The hepatic venous pressure gradient (HVPG) is currently considered the gold standard to assess portal hypertension (PH) in patients with cirrhosis. A meticulous technique is important to achieve accurate and reproducible results, and values obtained during measurement are applied in risk stratification of patients with PH, allocating treatment options, monitoring follow-up, and deciding management options in surgical patients. The use of portosystemic pressure gradients in patients undergoing placement of transjugular intrahepatic portosystemic shunts has been studied extensively and has great influence on decisions on shunt diameter. The purpose of this study was to describe the recommended technique to measure HVPG and portosystemic pressure gradient and to review the existing literature describing the importance of these hemodynamic measurements in clinical practice.


Assuntos
Hipertensão Portal , Derivação Portossistêmica Transjugular Intra-Hepática , Humanos , Cirrose Hepática/complicações , Hemodinâmica , Pressão na Veia Porta , Derivação Portossistêmica Transjugular Intra-Hepática/efeitos adversos
2.
J Hepatol ; 78(2): 390-400, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36152767

RESUMO

BACKGROUND & AIMS: In individuals with compensated advanced chronic liver disease (cACLD), the severity of portal hypertension (PH) determines the risk of decompensation. Invasive measurement of the hepatic venous pressure gradient (HVPG) is the diagnostic gold standard for PH. We evaluated the utility of machine learning models (MLMs) based on standard laboratory parameters to predict the severity of PH in individuals with cACLD. METHODS: A detailed laboratory workup of individuals with cACLD recruited from the Vienna cohort (NCT03267615) was utilised to predict clinically significant portal hypertension (CSPH, i.e., HVPG ≥10 mmHg) and severe PH (i.e., HVPG ≥16 mmHg). The MLMs were then evaluated in individual external datasets and optimised in the merged cohort. RESULTS: Among 1,232 participants with cACLD, the prevalence of CSPH/severe PH was similar in the Vienna (n = 163, 67.4%/35.0%) and validation (n = 1,069, 70.3%/34.7%) cohorts. The MLMs were based on 3 (3P: platelet count, bilirubin, international normalised ratio) or 5 (5P: +cholinesterase, +gamma-glutamyl transferase, +activated partial thromboplastin time replacing international normalised ratio) laboratory parameters. The MLMs performed robustly in the Vienna cohort. 5P-MLM had the best AUCs for CSPH (0.813) and severe PH (0.887) and compared favourably to liver stiffness measurement (AUC: 0.808). Their performance in external validation datasets was heterogeneous (AUCs: 0.589-0.887). Training on the merged cohort optimised model performance for CSPH (AUCs for 3P and 5P: 0.775 and 0.789, respectively) and severe PH (0.737 and 0.828, respectively). CONCLUSIONS: Internally trained MLMs reliably predicted PH severity in the Vienna cACLD cohort but exhibited heterogeneous results on external validation. The proposed 3P/5P online tool can reliably identify individuals with CSPH or severe PH, who are thus at risk of hepatic decompensation. IMPACT AND IMPLICATIONS: We used machine learning models based on widely available laboratory parameters to develop a non-invasive model to predict the severity of portal hypertension in individuals with compensated cirrhosis, who currently require invasive measurement of hepatic venous pressure gradient. We validated our findings in a large multicentre cohort of individuals with advanced chronic liver disease (cACLD) of any cause. Finally, we provide a readily available online calculator, based on 3 (platelet count, bilirubin, international normalised ratio) or 5 (platelet count, bilirubin, activated partial thromboplastin time, gamma-glutamyltransferase, choline-esterase) widely available laboratory parameters, that clinicians can use to predict the likelihood of their patients with cACLD having clinically significant or severe portal hypertension.


Assuntos
Técnicas de Imagem por Elasticidade , Hipertensão Portal , Humanos , Cirrose Hepática/complicações , Cirrose Hepática/diagnóstico , Hipertensão Portal/complicações , Hipertensão Portal/diagnóstico , Pressão na Veia Porta , Contagem de Plaquetas , Bilirrubina
3.
J Hepatol ; 56(1): 103-8, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-21827733

RESUMO

BACKGROUND & AIMS: Patients with cirrhosis and small hepatocellular carcinoma with normal bilirubin and hepatic venous pressure gradient (HVPG) <10 mm Hg have >70% 5-year survival after hepatic resection. On the contrary, patients with HVPG ≥10 mm Hg (clinically significant portal hypertension, CSPH) frequently develop decompensation following surgery, with around 50% 5-year survival. Liver stiffness (LS) evaluation by transient elastography might non-invasively identify CSPH. We investigated the usefulness of LS predicting CSPH in patients with compensated cirrhosis and potentially resectable liver tumors. METHODS: Ninety-seven consecutive Child-Pugh A patients with potentially resectable liver tumors referred for HVPG measurement were prospectively evaluated. In fasting conditions LS was measured before the hemodynamic study. RESULTS: HVPG could be measured in all patients, whereas LS could not be measured in 18 (18.5%) obese patients. In the 79 patients with valid LS, 32 (40.5%) had CSPH; mean HVPG was 8.8±4.7 mm Hg. Mean LS was 18.4±12.3 kPa. LS showed a moderate correlation with HVPG (r=0.552; p<0.001). LS<13.6 kPa had high sensitivity (91%) but low specificity (57%) excluding CSPH. Conversely, LS>21 kPa had low sensitivity (53%) and high specificity (91%) predicting CSPH. 35% of patients had LS between 13.6 and 21 kPa ("grey zone"). CONCLUSIONS: These data suggest that in real-life scenarios half of patients with potentially resectable liver nodules can be non-invasively classified as having or not CSPH by LS. However, in the remaining half, LS is either not applicable or inaccurate. In this last population HVPG is still a non replaceable method to detect CSPH.


Assuntos
Técnicas de Imagem por Elasticidade , Hipertensão Portal/complicações , Hipertensão Portal/diagnóstico por imagem , Cirrose Hepática/complicações , Neoplasias Hepáticas/complicações , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma Hepatocelular/complicações , Estudos de Coortes , Feminino , Veias Hepáticas/diagnóstico por imagem , Veias Hepáticas/fisiopatologia , Humanos , Neoplasias Hepáticas/cirurgia , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos
4.
Hepatology ; 35(2): 385-92, 2002 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-11826413

RESUMO

Prevention of variceal rebleeding is mandatory in cirrhotic patients. We compared the efficacy, safety, and cost of transjugular intrahepatic portosystemic shunt (TIPS) versus pharmacologic therapy in preventing variceal rebleeding in patients with advanced cirrhosis. A total of 91 Child-Pugh class B/C cirrhotic patients surviving their first episode of variceal bleeding were randomized to receive TIPS (n = 47) or drug therapy (propranolol + isosorbide-5-mononitrate) (n = 44) to prevent variceal rebleeding. Mean follow-up was 15 months. Rebleeding occurred in 6 (13%) TIPS-treated patients versus 17 (39%) drug-treated patients (P =.007). The 2-year rebleeding probability was 13% versus 49% (P =.01). A similar number of reinterventions were required in the 2 groups; these were mainly angioplasty +/- restenting in the TIPS group (90 of 98) and endoscopic therapy for rebleeding in the medical group (45 of 62) (not significant). Encephalopathy was more frequent in TIPS than in drug-treated patients (38% vs. 14%, P =.007). Child-Pugh class improved more frequently in drug-treated than in TIPS-treated patients (72% vs. 45%; P =.04). The 2-year survival probability was identical (72%). The identified cost of therapy was double for TIPS-treated patients. In summary, medical therapy was less effective than TIPS in preventing rebleeding. However, it caused less encephalopathy, identical survival, and more frequent improvement in Child-Pugh class with lower costs than TIPS in high-risk cirrhotic patients. This suggests that TIPS should not be used as a first-line treatment, but as a rescue for failures of medical/endoscopic treatments (first-option therapies).


Assuntos
Antagonistas Adrenérgicos beta/uso terapêutico , Hemorragia/etiologia , Hemorragia/prevenção & controle , Dinitrato de Isossorbida/uso terapêutico , Cirrose Hepática/complicações , Derivação Portossistêmica Transjugular Intra-Hepática , Propranolol/uso terapêutico , Varizes/complicações , Varizes/etiologia , Antagonistas Adrenérgicos beta/efeitos adversos , Idoso , Quimioterapia Combinada , Feminino , Seguimentos , Custos de Cuidados de Saúde , Encefalopatia Hepática/etiologia , Humanos , Dinitrato de Isossorbida/efeitos adversos , Dinitrato de Isossorbida/análogos & derivados , Fígado/fisiopatologia , Cirrose Hepática/mortalidade , Cirrose Hepática/fisiopatologia , Masculino , Pessoa de Meia-Idade , Derivação Portossistêmica Transjugular Intra-Hepática/efeitos adversos , Propranolol/efeitos adversos , Estudos Prospectivos , Qualidade de Vida , Retratamento , Prevenção Secundária
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