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Liao R, Chen L, Cheng X, Li H, Wang T, Dong Y, Dong H. Estimation of linezolid exposure in patients with hepatic impairment using machine learning based on a population pharmacokinetic model. Eur J Clin Pharmacol 2024; 80:1241-1251. [PMID: 38717625 DOI: 10.1007/s00228-024-03698-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 05/01/2024] [Indexed: 07/06/2024]
Abstract
PURPOSE To investigate the pharmacokinetic changes of linezolid in patients with hepatic impairment and to explore a method to predict linezolid exposure. METHODS Patients with hepatic impairment who received linezolid were recruited. A population pharmacokinetic model (PPK) was then built using NONMEM software. And based on the final model, virtual patients with rich concentration values was constructed through Monte Carlo simulations (MCS), which were used to build machine learning (ML) models to predict linezolid exposure levels. Finally, we investigated the risk factors for thrombocytopenia in patients included. RESULTS A PPK model with population typical values of 3.83 L/h and 34.1 L for clearance and volume of distribution was established, and the severe hepatic impairment was identified as a significant covariate of clearance. Then, we built a series of ML models to predict the area under 0 -24 h concentration-time curve (AUC0-24) of linezolid based on virtual patients from MCS. The results showed that the Xgboost models showed the best predictive performance and were superior to the methods for estimating linezolid AUC0-24 based on though concentration or daily dose. Finally, we found that baseline platelet count, linezolid AUC0-24, and combination with fluoroquinolones were independent risk factors for thrombocytopenia, and based on this, we proposed a method for calculating the toxicity threshold of linezolid. CONCLUSION In this study, we successfully constructed a PPK model for patients with hepatic impairment and used ML algorithm to estimate linezolid AUC0-24 based on limited data. Finally, we provided a method to determine the toxicity threshold of linezolid.
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Affiliation(s)
- Ru Liao
- Department of Pharmacy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Lihong Chen
- Department of International Medical Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Xiaoliang Cheng
- Department of Pharmacy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Houli Li
- Department of Pharmacy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Taotao Wang
- Department of Pharmacy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Yalin Dong
- Department of Pharmacy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China.
| | - Haiyan Dong
- Department of Pharmacy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China.
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Gallo P, De Vincentis A, Terracciani F, Falcomatà A, Pace Palitti V, Russello M, Vignone A, Alvaro D, Tortora R, Biolato M, Pompili M, Calvaruso V, Marzia V, Tizzani M, Caneglias A, Frigo F, Gesualdo M, Marzano A, Rosato V, Claar E, Villani R, Izzi A, Cozzolongo R, Cozzolino A, Airoldi A, Mazzarelli C, Distefano M, Iegri C, Fagiuoli S, Messina V, Ragone E, Sacco R, Cacciatore P, Masutti F, Crocé SL, Moretti A, Flagiello V, Di Pasquale G, Picardi A, Vespasiani-Gentilucci U. Final Results from the First European Real-World Experience on Lusutrombopag Treatment in Cirrhotic Patients with Severe Thrombocytopenia: Insights from the REAl-World Lusutrombopag Treatment in ITalY Study. J Clin Med 2024; 13:3965. [PMID: 38999529 PMCID: PMC11242055 DOI: 10.3390/jcm13133965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 07/01/2024] [Accepted: 07/03/2024] [Indexed: 07/14/2024] Open
Abstract
Background and aims: Management of severe thrombocytopenia poses significant challenges in patients with chronic liver disease. Here, we aimed to evaluate the first real-world European post-marketing cohort of cirrhotic patients treated with lusutrombopag, a thrombopoietin receptor agonist, verifying the efficacy and safety of the drug. Methods: In the REAl-world Lusutrombopag treatment in ITalY (REALITY) study, we collected data from consecutive cirrhotic patients treated with lusutrombopag in 19 Italian hepatology centers, mostly joined to the "Club Epatologi Ospedalieri" (CLEO). Primary and secondary efficacy endpoints were the ability of lusutrombopag to avoid platelet transfusions and to raise the platelet count to ≥50,000/μL, respectively. Treatment-associated adverse events were also collected. Results: A total of 66 patients and 73 cycles of treatment were included in the study, since 5 patients received multiple doses of lusutrombopag over time for different invasive procedures. Fourteen patients (19%) had a history of portal vein thrombosis (PVT). Lusutrombopag determined a significant increase in platelet count [from 37,000 (33,000-44,000/μL) to 58,000 (49,000-82,000), p < 0.001]. The primary endpoint was met in 84% of patients and the secondary endpoint in 74% of patients. Baseline platelet count was the only independent factor associated with response in multivariate logistic regression analysis (OR for any 1000 uL of 1.13, CI95% 1.04-1.26, p 0.01), with a good discrimination power (AUROC: 0.78). Notably, a baseline platelet count ≤ 29,000/μL was identified as the threshold for identifying patients unlikely to respond to the drug (sensitivity of 91%). Finally, de novo PVT was observed in four patients (5%), none of whom had undergone repeated treatment, and no other safety or hemorrhagic events were recorded in the entire population analyzed. Conclusions: In this first European real-world series, lusutrombopag demonstrated efficacy and safety consistent with the results of registrational studies. According to our results, patients with baseline platelet counts ≤29,000/μL are unlikely to respond to the drug.
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Affiliation(s)
- Paolo Gallo
- Fondazione Policlinico Universitario Campus Bio-Medico, 00128 Roma, Italy
| | - Antonio De Vincentis
- Fondazione Policlinico Universitario Campus Bio-Medico, 00128 Roma, Italy
- Research Unit of Internal Medicine, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, 01128 Roma, Italy
| | | | - Andrea Falcomatà
- Fondazione Policlinico Universitario Campus Bio-Medico, 00128 Roma, Italy
| | | | | | - Anthony Vignone
- Department of Translational and Precision Medicine, Sapienza University of Rome, 00185 Roma, Italy
| | - Domenico Alvaro
- Department of Translational and Precision Medicine, Sapienza University of Rome, 00185 Roma, Italy
| | - Raffaella Tortora
- Liver Unit, Department of Medicine, Cardarelli Hospital, 80131 Napoli, Italy
| | - Marco Biolato
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 01128 Roma, Italy
| | - Maurizio Pompili
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 01128 Roma, Italy
| | - Vincenza Calvaruso
- Gastroenterology and Hepatology Unit, University of Palermo, 90128 Palermo, Italy
| | - Veneziano Marzia
- Gastroenterology and Hepatology Unit, University of Palermo, 90128 Palermo, Italy
| | - Marco Tizzani
- Division of Gastroenterology and Hepatology, A.O.U. Città della Salute e della Scienza di Torino, University of Turin, 10126 Turin, Italy
| | - Alessandro Caneglias
- Division of Gastroenterology and Hepatology, A.O.U. Città della Salute e della Scienza di Torino, University of Turin, 10126 Turin, Italy
| | - Francesco Frigo
- Division of Gastroenterology and Hepatology, A.O.U. Città della Salute e della Scienza di Torino, University of Turin, 10126 Turin, Italy
| | - Marcantonio Gesualdo
- Division of Gastroenterology and Hepatology, A.O.U. Città della Salute e della Scienza di Torino, University of Turin, 10126 Turin, Italy
| | - Alfredo Marzano
- Division of Gastroenterology and Hepatology, A.O.U. Città della Salute e della Scienza di Torino, University of Turin, 10126 Turin, Italy
| | - Valerio Rosato
- UOSD Epatologia, Ospedale Evangelico Betania, 80147 Naples, Italy
| | - Ernesto Claar
- UOSD Epatologia, Ospedale Evangelico Betania, 80147 Naples, Italy
| | - Rosanna Villani
- C.U.R.E. (University Center for Liver Disease Research and Treatment), Liver Unit, Department of Medical and Surgical Sciences, University of Foggia, 71122 Foggia, Italy
| | - Antonio Izzi
- Department of Infectious Diseases, D. Cotugno Hospital, 80131 Napoli, Italy
| | - Raffaele Cozzolongo
- Gastroenterology Unit, National Institute of Gastroenterology, IRCCS "S de Bellis" Research Hospital, 70013 Castellana Grotte, Bari, Italy
| | | | - Aldo Airoldi
- Hepatology and Gastroenterology, ASST GOM Niguarda, 20162 Milan, Italy
| | - Chiara Mazzarelli
- Hepatology and Gastroenterology, ASST GOM Niguarda, 20162 Milan, Italy
| | - Marco Distefano
- UOSD Epatologia-Ospedale Umberto I Siracusa-ASP 8, 96100 Siracusa, Italy
| | - Claudia Iegri
- Gastroenterology, Department of Medicine, University of Milan Bicocca, 20126 Milan, Italy
| | - Stefano Fagiuoli
- Gastroenterology, Department of Medicine, University of Milan Bicocca, 20126 Milan, Italy
| | - Vincenzo Messina
- Infectious Disease Unit, AORN Sant'Anna e San Sebastiano, 81100 Caserta, Italy
| | - Enrico Ragone
- UOC Medicina Infettivologica e dei Trapianti UOS Eco Interventistica, Clinica AORN Dei Colli-Ospedale Monaldi, 80131 Napoli, Italy
| | - Rodolfo Sacco
- Gastroenterology and Digestive Endoscopy Unit, Foggia University Hospital, 71122 Foggia, Italy
| | | | - Flora Masutti
- Liver Clinic, University Hospital of Trieste (Azienda Sanitaria Giuliano-Isontina), 34149 Trieste, Italy
| | - Saveria Lory Crocé
- Liver Clinic, University Hospital of Trieste (Azienda Sanitaria Giuliano-Isontina), 34149 Trieste, Italy
| | | | | | - Giulia Di Pasquale
- Fondazione Policlinico Universitario Campus Bio-Medico, 00128 Roma, Italy
| | - Antonio Picardi
- Fondazione Policlinico Universitario Campus Bio-Medico, 00128 Roma, Italy
- Research Unit of Clinical Medicine and Hepatology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, 01128 Roma, Italy
| | - Umberto Vespasiani-Gentilucci
- Fondazione Policlinico Universitario Campus Bio-Medico, 00128 Roma, Italy
- Research Unit of Clinical Medicine and Hepatology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, 01128 Roma, Italy
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Lu CW, Wu CH, Huang MT, Lee CS, Chen HL, Lin MT, Chiu SN, Tseng WC, Chen CA, Wang JK, Wu MH. Liver fibrosis detected by diffusion-weighted magnetic resonance imaging and its functional correlates in Fontan patients. Eur J Cardiothorac Surg 2024; 66:ezae249. [PMID: 38913856 DOI: 10.1093/ejcts/ezae249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/17/2024] [Accepted: 06/23/2024] [Indexed: 06/26/2024] Open
Abstract
OBJECTIVES The evaluation of Fontan-associated liver disease is often challenging. Diffusion-weighted magnetic resonance imaging can detect hepatic fibrosis from capillary perfusion and diffusion abnormalities from extracellular matrix accumulation. This study investigated its role in the evaluation of liver disease in Fontan patients and explored possible diagnostic methods for early detection of advanced liver fibrosis. METHODS Stable adult Fontan patients who could safely be examined with magnetic resonance imaging were enrolled, and blood biomarkers, transient elastography were also examined. RESULTS Forty-six patients received diffusion-weighted imaging; and 58.7% were diagnosed with advanced liver fibrosis (severe liver fibrosis, 37.0%, and cirrhosis 21.7%). Two parameters of hepatic dysfunction, platelet counts (Spearman's ρ: -0.456, P = 0.001) and cholesterol levels (Spearman's ρ: -0.383, P = 0.009), decreased with increasing severity of fibrosis. Using transient elastography, a cut-off value of 14.2 kPa predicted the presence of advanced liver fibrosis, but with a low positive predictive value. When we included platelet count, cholesterol, post-Fontan years and transient elastography values as a composite, the capability of predicting advanced liver fibrosis was the most satisfactory (C statistic 0.817 ± 0.071, P < 0.001). A cut-off value of 5.0 revealed a sensitivity of 78% and a specificity of 82%. CONCLUSIONS In Fontan patients, diffusion-weighted imaging was helpful in detecting liver fibrosis that was correlated with hepatic dysfunction. A simple score was proposed for long-term surveillance and early detection of advanced liver disease in adult Fontan patients. For adult Fontan patients with a calculated score > 5.0, we may consider timely diffusion-weight imaging and early management for liver complications.
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Affiliation(s)
- Chun-Wei Lu
- Adult Congenital Heart Center, National Taiwan University Hospital, Taipei, Taiwan
- Department of Pediatrics, National Taiwan University Hospital, Taipei, Taiwan
| | - Chih-Horng Wu
- Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan
| | - Miao-Tzu Huang
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Chee-Seng Lee
- Department of Pediatrics, National Taiwan University Hospital Hsin-Chu Biomedical Park Branch, Hsin-Chu, Taiwan
| | - Huey-Ling Chen
- Department of Pediatrics, National Taiwan University Hospital, Taipei, Taiwan
| | - Ming-Tai Lin
- Department of Pediatrics, National Taiwan University Hospital, Taipei, Taiwan
| | - Shuenn-Nan Chiu
- Department of Pediatrics, National Taiwan University Hospital, Taipei, Taiwan
| | - Wei-Chieh Tseng
- Department of Pediatrics, National Taiwan University Hospital, Taipei, Taiwan
| | - Chun-An Chen
- Department of Pediatrics, National Taiwan University Hospital, Taipei, Taiwan
| | - Jou-Kou Wang
- Department of Pediatrics, National Taiwan University Hospital, Taipei, Taiwan
| | - Mei-Hwan Wu
- Adult Congenital Heart Center, National Taiwan University Hospital, Taipei, Taiwan
- Department of Pediatrics, National Taiwan University Hospital, Taipei, Taiwan
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Vecchia LBD, Assis CDCO, Salatiel FDO, Cirino MTS, Scarpante MEV, Oliveira VM, Meneghin LP, Silva MJG, Santos VFD, Catardo NP, Nemesio IP, Paula LLRJD, Sasdelli CBG, Bacchiega ABS. Referrals for rheumatologic evaluation following a positive antinuclear antibody test result. A cross-sectional single center Brazilian study. Adv Rheumatol 2024; 64:49. [PMID: 38951869 DOI: 10.1186/s42358-024-00390-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 06/04/2024] [Indexed: 07/03/2024] Open
Abstract
BACKGROUND In general, patients are referred for rheumatological evaluation due to isolated laboratory abnormalities, especially antinuclear antibody (ANA) positivity, with the risk of more severe patients remaining on the waiting list for longer than desired. The aim of this study was to analyze the demographic, clinical, and laboratory information of patients referred to a specialized rheumatological care unit because of positive antinuclear antibody. METHODS This is a retrospective study of 99 out of 1670 patients seen by the same rheumatologist between 01/01/2011 and 01/01/2019. Patients whose referrals were exclusively due to the ANA test result and the specialist's final diagnosis being "abnormal finding of serum immunological test" (ICD-10 R769) were included. Sociodemographic, clinical, and laboratory information were extracted from the consulting rheumatologist's chart. Descriptive statistics were used for data analysis. RESULTS A total of 99 patients were included, most of whom were female (84.8%) with a median age of 49 years. At the moment of specialist's appointment, 97 patients (97.9%) repeated the ANA test, and 77 patients remained positive. Of these, only 35 (35.35%) were in a high titer range (greater than or equal to 1:320). Complete blood count for cytopenia's investigation was not performed in a high percentage of patients (22.2%), as well as urinalysis (31.3%). In addition, more than 70% of patients score 0 to 1 classification criteria for Systemic Lupus Erythematosus, according to SLE - ACR 1987 (American College of Rheumatology) and SLICC 2012 (Systemic Lupus International Collaborating Clinics). CONCLUSIONS Most patients are still referred for specialized evaluation due to the misinterpretation of laboratory tests that were inappropriately requested in patients without clinical evidence of autoimmune rheumatic disease.
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Affiliation(s)
- Leonardo Borgato Della Vecchia
- Faculdade de Ciências da Saúde de Barretos Dr Paulo Prata, Av. Loja Maçonica Renovadora N° 68, n° 100, Barretos - SP, CEP: 14785-002, Brazil
| | - Caio Delano Campos Oliveira Assis
- Faculdade de Ciências da Saúde de Barretos Dr Paulo Prata, Av. Loja Maçonica Renovadora N° 68, n° 100, Barretos - SP, CEP: 14785-002, Brazil
| | - Fernando de Oliveira Salatiel
- Faculdade de Ciências da Saúde de Barretos Dr Paulo Prata, Av. Loja Maçonica Renovadora N° 68, n° 100, Barretos - SP, CEP: 14785-002, Brazil
| | - Maria Thereza Santos Cirino
- Faculdade de Ciências da Saúde de Barretos Dr Paulo Prata, Av. Loja Maçonica Renovadora N° 68, n° 100, Barretos - SP, CEP: 14785-002, Brazil
| | - Maria Eduarda Vogel Scarpante
- Faculdade de Ciências da Saúde de Barretos Dr Paulo Prata, Av. Loja Maçonica Renovadora N° 68, n° 100, Barretos - SP, CEP: 14785-002, Brazil
| | - Vanessa Monteiro Oliveira
- Faculdade de Ciências da Saúde de Barretos Dr Paulo Prata, Av. Loja Maçonica Renovadora N° 68, n° 100, Barretos - SP, CEP: 14785-002, Brazil
| | - Letícia Pedroso Meneghin
- Faculdade de Ciências da Saúde de Barretos Dr Paulo Prata, Av. Loja Maçonica Renovadora N° 68, n° 100, Barretos - SP, CEP: 14785-002, Brazil
| | - Maria Júlia Gonçalves Silva
- Faculdade de Ciências da Saúde de Barretos Dr Paulo Prata, Av. Loja Maçonica Renovadora N° 68, n° 100, Barretos - SP, CEP: 14785-002, Brazil
| | - Victória Ferini Dos Santos
- Faculdade de Ciências da Saúde de Barretos Dr Paulo Prata, Av. Loja Maçonica Renovadora N° 68, n° 100, Barretos - SP, CEP: 14785-002, Brazil
| | - Natália Pavoni Catardo
- Faculdade de Ciências da Saúde de Barretos Dr Paulo Prata, Av. Loja Maçonica Renovadora N° 68, n° 100, Barretos - SP, CEP: 14785-002, Brazil
| | - Isabela Pulini Nemesio
- Faculdade de Ciências da Saúde de Barretos Dr Paulo Prata, Av. Loja Maçonica Renovadora N° 68, n° 100, Barretos - SP, CEP: 14785-002, Brazil
| | - Lívia Loamí Ruyz Jorge de Paula
- Ambulatório Médico de Especialidades de Barretos (AME), Av. Loja Maçonica Renovadora 68, n° 105, Barretos - SP, CEP: 14785-002, Brazil
| | - Carolina Borges Garcia Sasdelli
- Ambulatório Médico de Especialidades de Barretos (AME), Av. Loja Maçonica Renovadora 68, n° 105, Barretos - SP, CEP: 14785-002, Brazil
| | - Ana Beatriz Santos Bacchiega
- Faculdade de Ciências da Saúde de Barretos Dr Paulo Prata, Av. Loja Maçonica Renovadora N° 68, n° 100, Barretos - SP, CEP: 14785-002, Brazil.
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Hong W, Wang Z, Yao W, Zhang X, Zhang L, Liang B. Efficacy and Safety of Transarterial Chemoembolization and Repeated Partial Splenic Embolization for Hepatocellular Carcinoma with Hypersplenism and Thrombocytopenia. J Hepatocell Carcinoma 2024; 11:1065-1078. [PMID: 38882439 PMCID: PMC11179653 DOI: 10.2147/jhc.s455461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 05/30/2024] [Indexed: 06/18/2024] Open
Abstract
Aim Partial splenic embolization (PSE) combined with transarterial chemoembolization (TACE) has been reported in treatment of hepatocellular carcinoma (HCC) with cirrhotic hypersplenism and thrombocytopenia. However, efficacy and safety of repeated PSE when required are unclear. This study aims to investigate post-procedural changes in peripheral blood cell and hepatic function, progression-free survival (PFS), and safety of HCC patients with hypersplenism received TACE and repeated PSE compared to those received TACE alone. Methods This retrospective study included 102 HCC patients with hypersplenism who received TACE (n = 73) or TACE+PSE (n = 29) from January 2014 to December 2021. Changes in peripheral blood cell and hepatic function were investigated at 1 week, 2, 6, 12, 18, and 24 months. TACE procedure sessions and adverse events were recorded. PFS and prognostic factors were analyzed. Results Despite response to initial PSE being limited, repeated PSE increased platelet (PLT) again, which peaked at 18 months. It also continued to improve red blood cell (RBC) and hemoglobin, which showed significant differences in changes from baseline between two groups until 24 months, as well as Child-Pugh scores at 12 and 18 months. Mean TACE procedure sessions were significantly higher in TACE+PSE group than that in TACE alone group (4.55 vs 3.26, P = 0.019). TACE+PSE group had longer median PFS (19.4 vs 9.5 months, P = 0.023) than TACE alone group, where PSE was an independent protective factor (HR, 0.508; P = 0.014). Initial and repeated PSE showed no significant differences in safety. Conclusion Repeated PSE is effective in increasing PLT again and improving RBC, hemoglobin and liver function. It contributed to performing serial TACE procedures thereafter. TACE combined with repeated PSE has significantly longer PFS than TACE alone, where PSE was an independent protective factor. Moreover, the safety of repeated PSE was comparable to initial PSE.
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Affiliation(s)
- Wei Hong
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, Hubei, People's Republic of China
| | - Zizhuo Wang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, Hubei, People's Republic of China
| | - Wei Yao
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, Hubei, People's Republic of China
| | - Xin Zhang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, Hubei, People's Republic of China
| | - Lijie Zhang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, Hubei, People's Republic of China
| | - Bin Liang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, Hubei, People's Republic of China
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Hofer BS, Reiberger T, Gremmel T. Reticulated platelets in cirrhosis - Just a surrogate for thrombocytopenia? Dig Liver Dis 2024:S1590-8658(24)00787-4. [PMID: 38853091 DOI: 10.1016/j.dld.2024.05.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Accepted: 05/28/2024] [Indexed: 06/11/2024]
Affiliation(s)
- Benedikt Silvester Hofer
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria; Christian Doppler Lab for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria; Center for Molecular Medicine (CeMM) of the Austrian Academy of Sciences, Vienna, Austria
| | - Thomas Reiberger
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria; Christian Doppler Lab for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria; Center for Molecular Medicine (CeMM) of the Austrian Academy of Sciences, Vienna, Austria.
| | - Thomas Gremmel
- Institute of Cardiovascular Pharmacotherapy and Interventional Cardiology, Karl Landsteiner Society, St. Pölten, Austria; Department of Internal Medicine I, Cardiology and Intensive Care Medicine, Landesklinikum Mistelbach-Gänserndorf, Mistelbach, Austria; Karl Landsteiner University of Health Sciences, Krems, Austria
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Li L, Yu J, Zhou Z. Association between platelet indices and non-alcoholic fatty liver disease: a systematic review and meta-analysis. REVISTA ESPANOLA DE ENFERMEDADES DIGESTIVAS 2024; 116:264-273. [PMID: 36263810 DOI: 10.17235/reed.2022.9142/2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
BACKGROUND Platelet indices have the potential for the evaluation of the activity of non-alcoholic fatty liver disease (NAFLD), but their associations are under hard debate. This meta-analysis aims to assess whether platelet count (PC), mean platelet volume (MPV) and platelet distribution width (PDW) are associated with NAFLD and its progression. METHODS A literature search was conducted using electronic databases to find publications up to July 2022, where the relationship between PC, MPV, PDW and NAFLD was evaluated. Random-effects models were applied to pool effect estimates that were presented as standardized mean differences (SMD) with 95% confidence interval (CI). RESULTS Nineteen studies involving 3592 NAFLD patients and 1194 healthy individuals were included. The pooled results showed that NAFLD patients had a lower PC (SMD=-0.66, 95% CI =-1.22 to -0.09, P=0.023) but a higher MPV (SMD=0.89, 95% CI=0.26-1.51, P=0.005) and PDW (SMD=0.55, 95% CI=0.11-0.99, P=0.014) compared to healthy controls. Patients with non-alcoholic steatohepatitis (NASH) exhibited a lower PC (SMD=-0.86, 95% CI=-1.20 to -0.52, P<0.001) and a higher MPV (SMD=0.71, 95% CI=0.40-1.02, P<0.001) than non-NASH individuals. A meta-regression analysis demonstrated that MPV was significantly positively correlated with aspartate aminotransferase (P=0.008), the total cholesterol (P=0.003), triglyceride (P=0.006) and low-density lipoprotein cholesterol (P=0.007), but was significantly negatively correlated with high-density lipoprotein cholesterol (P=0.010). CONCLUSION This meta-analysis revealed that NAFLD patients presented a reduced PC but an increased MPV and PDW, and the changes might be associated with NAFLD severity. A higher MPV is associated with lipid metabolic disorders in NAFLD.
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Affiliation(s)
- Li Li
- Clinical Laboratory, Binhai County People's Hospital
| | - Jianxiu Yu
- Clinical Laboratory, Binhai County People's Hospital
| | - Zhongwei Zhou
- Clinical Laboratory, Yancheng Third People's Hospital, China
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Reiche WS, Walters RW, Schutte BF, Mukherjee S, Buaisha HM. Mild Thrombocytopenia, a Predictor of Outcomes After Laparoscopic Cholecystectomy: Assessment of Surgical Risk in Patients With Metabolic Dysfunction-Associated Steatotic Liver Disease. J Clin Gastroenterol 2024; 58:507-515. [PMID: 37702741 PMCID: PMC10994184 DOI: 10.1097/mcg.0000000000001926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 08/20/2023] [Indexed: 09/14/2023]
Abstract
BACKGROUND A common cause of mild thrombocytopenia is chronic liver disease, the most common etiology being metabolic dysfunction-associated steatotic liver disease (MASLD). Mild thrombocytopenia is a well-defined, independent marker of hepatic fibrosis in patients with chronic liver disease. Currently, there is a paucity of information available to characterize perioperative risk in patients with MASLD; therefore, the characterization of perioperative morbidity is paramount. We used a platelet threshold of 150×10 9 as a surrogate for fibrosis in patients undergoing laparoscopic cholecystectomy to study its effect on perioperative complications and mortality. PATIENTS AND METHODS We queried the American College of Surgeons National Surgical Quality Improvement Program database for laparoscopic cholecystectomies occurring from 2005 through 2018. Demographic differences between patients with and without thrombocytopenia were evaluated using the t test or the χ 2 test, whereas adjusted and unadjusted differences in outcome risk were evaluated using log-binomial regression models. RESULTS We identified 437,630 laparoscopic cholecystectomies of which 6.9% included patients with thrombocytopenia. Patients with thrombocytopenia were more often males, older, and with chronic disease. Patients with thrombocytopenia and higher Aspartate Aminotransferase to Platelet Ratio Index scores had 30-day mortality rates risk ratio of 5.3 (95% CI: 4.8-5.9), with higher complication rates risk ratio of 2.4 (95% CI: 2.3-2.5). The most frequent complications included the need for transfusion, renal, respiratory, and cardiac. CONCLUSIONS Perioperatively, patients with mild thrombocytopenia undergoing laparoscopic cholecystectomy had higher mortality rates and complications compared with patients with normal platelet counts. Thrombocytopenia may be a promising, cost-effective tool to identify patients with MASLD and estimate perioperative risk, especially if used in high-risk populations.
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Affiliation(s)
- William S. Reiche
- Department of Internal Medicine, Division of Gastroenterology and Hepatology
| | - Ryan W. Walters
- Department of Clinical Research and Public Health, Creighton University School of Medicine
| | - Bryce F. Schutte
- Department of Medicine, CHI Creighton University Medical Center, Omaha, NE
| | - Sandeep Mukherjee
- Department of Internal Medicine, Division of Gastroenterology and Hepatology
| | - Haitam M. Buaisha
- Department of Internal Medicine, Division of Gastroenterology and Hepatology
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Tan Z, Zhang P, Zhou J, Li C, Xu C, Yin Y. Outcomes of pregnancies complicated by cirrhosis: a retrospective cohort study. BMC Pregnancy Childbirth 2024; 24:179. [PMID: 38454374 PMCID: PMC10918869 DOI: 10.1186/s12884-024-06341-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 02/09/2024] [Indexed: 03/09/2024] Open
Abstract
BACKGROUND Although pregnancy complicated by liver cirrhosis is rare, women with cirrhosis experience increased adverse pregnancy outcomes. This study aimed to evaluate pregnancy outcomes in women with liver cirrhosis and develop a predictive model using maternal factors for preterm birth in such pregnancies. METHODS A retrospective analysis was conducted on pregnancy outcomes of a cirrhosis group (n = 43) and a non-cirrhosis group (n = 172) in a university hospital between 2010 and 2022. Logistic regression evaluated pregnancy outcomes, and a forward stepwise logistic regression model was designed to predict preterm birth in pregnant women with cirrhosis. The model's predictive performance was evaluated using the receiver operating characteristic (ROC) curve and the area under the ROC curve (AUC). RESULTS The incidence of cirrhosis during pregnancy was 0.06% (50/81,554). Pregnant women with cirrhosis faced increased risks of cesarean section, preterm birth, intrahepatic cholestasis of pregnancy, thrombocytopenia, and postpartum hemorrhage. In pregnant women with cirrhosis, preterm birth risk significantly increased at an incidence rate of 46.51% (20/43). According to the prediction model, the key predictors of preterm birth in pregnant women with cirrhosis were intrahepatic cholestasis of pregnancy and total bilirubin. The model demonstrated accurate prediction, with an AUC of 0.847, yielding a model accuracy of 81.4%. CONCLUSIONS Pregnant women with cirrhosis face a heightened risk of adverse obstetric outcomes, particularly an increased incidence of preterm birth. The preliminary evidence shows that the regression model established in our study can use the identified key predictors to predict preterm birth in pregnant women with cirrhosis, with high accuracy.
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Affiliation(s)
- Zhangmin Tan
- Departments of Obstetrics and Gynecology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China
| | - Peizhen Zhang
- Departments of Obstetrics and Gynecology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China
| | - Jin Zhou
- Departments of Obstetrics and Gynecology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China
| | - Chuo Li
- Departments of Obstetrics and Gynecology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China
| | - Chengfang Xu
- Departments of Obstetrics and Gynecology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China.
| | - Yuzhu Yin
- Departments of Obstetrics and Gynecology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China.
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Calleja-Panero JL, Esteban Mur R, Jarque I, Romero-Gómez M, Group SR, García Labrador L, González Calvo J. Chronic liver disease-associated severe thrombocytopenia in Spain: Results from a retrospective study using machine learning and natural language processing. GASTROENTEROLOGIA Y HEPATOLOGIA 2024; 47:236-245. [PMID: 37236305 DOI: 10.1016/j.gastrohep.2023.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 05/02/2023] [Accepted: 05/19/2023] [Indexed: 05/28/2023]
Abstract
BACKGROUND Patients with chronic liver disease (CLD) often develop thrombocytopenia (TCP) as a complication. Severe TCP (platelet count<50×109/L) can increase morbidity and complicate CLD management, increasing bleeding risk during invasive procedures. OBJECTIVES To describe the real-world scenario of CLD-associated severe TCP patients' clinical characteristics. To evaluate the association between invasive procedures, prophylactic treatments, and bleeding events in this group of patients. To describe their need of medical resource use in Spain. METHODS This is a retrospective, multicenter study including patients who had confirmed diagnosis of CLD and severe TCP in four hospitals within the Spanish National Healthcare Network from January 2014 to December 2018. We analyzed the free-text information from Electronic Health Records (EHRs) of patients using Natural Language Processing (NLP), machine learning techniques, and SNOMED-CT terminology. Demographics, comorbidities, analytical parameters and characteristics of CLD were extracted at baseline and need for invasive procedures, prophylactic treatments, bleeding events and medical resources used in the follow up period. Frequency tables were generated for categorical variables, whereas continuous variables were described in summary tables as mean (SD) and median (Q1-Q3). RESULTS Out of 1,765,675 patients, 1787 had CLD and severe TCP; 65.2% were male with a mean age of 54.7 years old. Cirrhosis was detected in 46% (n=820) of patients and 9.1% (n=163) had hepatocellular carcinoma. Invasive procedures were needed in 85.6% of patients during the follow up period. Patients undergoing procedures compared to those patients without invasive procedures presented higher rates of bleeding events (33% vs 8%, p<0.0001) and higher number of bleedings. While prophylactic platelet transfusions were given to 25.6% of patients undergoing procedures, TPO receptor agonist use was only detected in 3.1% of them. Most patients (60.9%) required at least one hospital admission during the follow up and 14.4% of admissions were due to bleeding events with a hospital length of stay of 6 (3, 9) days. CONCLUSIONS NLP and machine learning are useful tools to describe real-world data in patients with CLD and severe TCP in Spain. Bleeding events are frequent in those patients who need invasive procedures, even receiving platelet transfusions as a prophylactic treatment, increasing the further use of medical resources. Because that, new prophylactic treatments that are not yet generalized, are needed.
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Affiliation(s)
| | - Rafael Esteban Mur
- Department of Hepatology, Hospital Universitario Vall d'Hebron, Barcelona, Spain
| | - Isidro Jarque
- Department of Hematology, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | - Manuel Romero-Gómez
- Department of Hepatology, Hospital Universitario Virgen del Rocío, Sevilla, Spain
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11
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Abiru S, Kugiyama Y, Suehiro T, Motoyoshi Y, Saeki A, Nagaoka S, Yamasaki K, Komori A, Yatsuhashi H. Zinc supplementation with polaprezinc was associated with improvements in albumin, prothrombin time activity, and hemoglobin in chronic liver disease. J Clin Biochem Nutr 2024; 74:162-168. [PMID: 38510683 PMCID: PMC10948345 DOI: 10.3164/jcbn.23-89] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 11/07/2023] [Indexed: 03/22/2024] Open
Abstract
Zinc deficiency occurs in a variety of diseases, including chronic liver disease (CLD). We investigated the correlation between zinc levels and biochemical and hematological tests in CLD and the effect of zinc supplementation with polaprezinc on these values. The first study (Study 1) was a retrospective observational study of 490 patients with CLD not receiving zinc supplementation, with data available from September 2009 to August 2021. Univariate and multiple regression analysis showed that serum zinc levels correlated most strongly with albumin (Alb) and also significantly with prothrombin time activity (PT%) and hemoglobin (Hb). A subsequent study (Study 2) focused on patients with advanced CLD who used polaprezinc for more than 90 days between January 2005 and August 2021. Using a self-controlled design with the 6-month period prior to polaprezinc as the control period, comparisons showed that Alb (p<0.0001), PT% (p<0.0005), and Hb (p<0.01) were significantly improved in the polaprezinc-treated patients compared to the control group. In conclusion, serum zinc levels were correlated with serum Alb, Hb, and PT% in patients with CLD, and zinc supplementation with polaprezinc was associated with improvements in Alb, Hb, and PT% within at least 6 months.
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Affiliation(s)
- Seigo Abiru
- The Department of Internal Medicine, NHO Saga Hospital, 1-20-1 Hinode, Saga 849-8577, Japan
- Clinical Research Center, NHO Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Nagasaki 856-8562, Japan
| | - Yuki Kugiyama
- Clinical Research Center, NHO Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Nagasaki 856-8562, Japan
| | - Tomoyuki Suehiro
- Clinical Research Center, NHO Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Nagasaki 856-8562, Japan
| | - Yasuhide Motoyoshi
- Clinical Research Center, NHO Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Nagasaki 856-8562, Japan
| | - Akira Saeki
- Clinical Research Center, NHO Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Nagasaki 856-8562, Japan
| | - Shinya Nagaoka
- Clinical Research Center, NHO Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Nagasaki 856-8562, Japan
| | - Kazumi Yamasaki
- Clinical Research Center, NHO Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Nagasaki 856-8562, Japan
| | - Atsumasa Komori
- Clinical Research Center, NHO Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Nagasaki 856-8562, Japan
| | - Hiroshi Yatsuhashi
- Clinical Research Center, NHO Nagasaki Medical Center, 2-1001-1 Kubara, Omura, Nagasaki 856-8562, Japan
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12
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Huang L, Li QL, Yu QS, Peng H, Zhen Z, Shen Y, Zhang Q. Will partial splenic embolization followed by splenectomy increase intraoperative bleeding? World J Gastrointest Surg 2024; 16:318-330. [PMID: 38463347 PMCID: PMC10921206 DOI: 10.4240/wjgs.v16.i2.318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 12/17/2023] [Accepted: 01/25/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND Partial splenic embolization (PSE) has been suggested as an alternative to splenectomy in the treatment of hypersplenism. However, some patients may experience recurrence of hypersplenism after PSE and require splenectomy. Currently, there is a lack of evidence-based medical support regarding whether preoperative PSE followed by splenectomy can reduce the incidence of complications. AIM To investigate the safety and therapeutic efficacy of preoperative PSE followed by splenectomy in patients with cirrhosis and hypersplenism. METHODS Between January 2010 and December 2021, 321 consecutive patients with cirrhosis and hypersplenism underwent splenectomy at our department. Based on whether PSE was performed prior to splenectomy, the patients were divided into two groups: PSE group (n = 40) and non-PSE group (n = 281). Patient characteristics, postoperative complications, and follow-up data were compared between groups. Propensity score matching (PSM) was conducted, and univariable and multivariable analyses were used to establish a nomogram predictive model for intraoperative bleeding (IB). The receiver operating characteristic curve, Hosmer-Lemeshow goodness-of-fit test, and decision curve analysis (DCA) were employed to evaluate the differentiation, calibration, and clinical performance of the model. RESULTS After PSM, the non-PSE group showed significant reductions in hospital stay, intraoperative blood loss, and operation time (all P = 0.00). Multivariate analysis revealed that spleen length, portal vein diameter, splenic vein diameter, and history of PSE were independent predictive factors for IB. A nomogram predictive model of IB was constructed, and DCA demonstrated the clinical utility of this model. Both groups exhibited similar results in terms of overall survival during the follow-up period. CONCLUSION Preoperative PSE followed by splenectomy may increase the incidence of IB and a nomogram-based prediction model can predict the occurrence of IB.
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Affiliation(s)
- Long Huang
- Department of No. 1 Surgery, The First Hospital Affiliated to Anhui University of Traditional Chinese Medicine, Hefei 230031, Anhui Province, China
| | - Qing-Lin Li
- Anhui University of Traditional Chinese Medicine, Anhui University of Traditional Chinese Medicine, Hefei 230038, Anhui Province, China
| | - Qing-Sheng Yu
- Department of No. 1 Surgery, The First Hospital Affiliated to Anhui University of Traditional Chinese Medicine, Hefei 230031, Anhui Province, China
| | - Hui Peng
- Department of No. 1 Surgery, The First Hospital Affiliated to Anhui University of Traditional Chinese Medicine, Hefei 230031, Anhui Province, China
| | - Zhou Zhen
- Department of Surgery, The Second Hospital Affiliated to Anhui University of Traditional Chinese Medicine, Hefei 230061, Anhui Province, China
| | - Yi Shen
- Department of No. 1 Surgery, The First Hospital Affiliated to Anhui University of Traditional Chinese Medicine, Hefei 230031, Anhui Province, China
| | - Qi Zhang
- Department of No. 1 Surgery, The First Hospital Affiliated to Anhui University of Traditional Chinese Medicine, Hefei 230031, Anhui Province, China
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13
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Huang Z, Liu C, Wu Z, Xiao X, Chen Z, Huang Q, Liu D, Deng Z. Elevated platelet count is associated with decreased mortality from hemorrhagic stroke in hospital: a multi-center retrospective cohort study. Sci Rep 2024; 14:3797. [PMID: 38360953 PMCID: PMC10869352 DOI: 10.1038/s41598-024-53956-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 02/07/2024] [Indexed: 02/17/2024] Open
Abstract
This study aimed to investigate the relationship between platelet count (PC) and mortality in patients with hemorrhagic stroke (HS). The research reviewed data from 10,466 patients hospitalized in 208 hospitals in the United States from January 1, 2014, to December 31, 2015. Of these, 3262 HS patients were included in the primary analysis for those admitted to the intensive care unit (ICU). The average age of these patients was 67.05 years, with 52.79% being male. The median PC was (221.67 ± 73.78) × 109/L. Multivariate logistic regression analysis revealed that PC was a protective factor for mortality in HS patients (OR = 0.98, 95% CI 0.97-1.00, P < 0.05). Additionally, a non-linear association between PC and mortality in HS patients was found using a generalized additive model (GAM) and smooth curve fitting (penalty spline method). For the first time, a recursive algorithm identified the inflection point of platelet count as 194 × 109/L. On the left side of the inflection point, for every increase of 10 units in platelet count, the mortality rate of HS patients decreases by 10%. The study demonstrates a non-linear relationship between PC and the risk of mortality in HS patients. A platelet counts higher than the inflection point (194 × 109/L) may be a significant intervention to reduce mortality in HS patients.
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Affiliation(s)
- Zhenhua Huang
- Department of Emergency, Shenzhen Second People's Hospital and The First Affiliated Hospital of Shenzhen University, Shenzhen, 518035, China
| | - Chenglin Liu
- Shenzhen Second People's Hospital and The First Affiliated Hospital of Shenzhen University, Guangzhou Medical University, Shenzhen, 518035, China
| | - Zhanxing Wu
- Department of Emergency, Shenzhen Second People's Hospital and The First Affiliated Hospital of Shenzhen University, Shenzhen, 518035, China
| | - Xiaoyong Xiao
- Department of Emergency, Shenzhen Second People's Hospital and The First Affiliated Hospital of Shenzhen University, Shenzhen, 518035, China
| | - Zhongqin Chen
- Department of Emergency, Shenzhen Second People's Hospital and The First Affiliated Hospital of Shenzhen University, Shenzhen, 518035, China
| | - Qun Huang
- Department of Emergency, Shenzhen Second People's Hospital and The First Affiliated Hospital of Shenzhen University, Shenzhen, 518035, China
| | - Dehong Liu
- Department of Emergency, Shenzhen Second People's Hospital and The First Affiliated Hospital of Shenzhen University, Shenzhen, 518035, China.
| | - Zhe Deng
- Department of Emergency, Shenzhen Second People's Hospital and The First Affiliated Hospital of Shenzhen University, Shenzhen, 518035, China.
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14
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Rui F, Yeo YH, Xu L, Zheng Q, Xu X, Ni W, Tan Y, Zeng QL, He Z, Tian X, Xue Q, Qiu Y, Zhu C, Ding W, Wang J, Huang R, Xu Y, Chen Y, Fan J, Fan Z, Qi X, Huang DQ, Xie Q, Shi J, Wu C, Li J. Development of a machine learning-based model to predict hepatic inflammation in chronic hepatitis B patients with concurrent hepatic steatosis: a cohort study. EClinicalMedicine 2024; 68:102419. [PMID: 38292041 PMCID: PMC10827491 DOI: 10.1016/j.eclinm.2023.102419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 12/21/2023] [Accepted: 12/22/2023] [Indexed: 02/01/2024] Open
Abstract
Background With increasingly prevalent coexistence of chronic hepatitis B (CHB) and hepatic steatosis (HS), simple, non-invasive diagnostic methods to accurately assess the severity of hepatic inflammation are needed. We aimed to build a machine learning (ML) based model to detect hepatic inflammation in patients with CHB and concurrent HS. Methods We conducted a multicenter, retrospective cohort study in China. Treatment-naive CHB patients with biopsy-proven HS between April 2004 and September 2022 were included. The optimal features for model development were selected by SHapley Additive explanations, and an ML algorithm with the best accuracy to diagnose moderate to severe hepatic inflammation (Scheuer's system ≥ G3) was determined and assessed by decision curve analysis (DCA) and calibration curve. This study is registered with ClinicalTrials.gov (NCT05766449). Findings From a pool of 1,787 treatment-naive patients with CHB and HS across eleven hospitals, 689 patients from nine of these hospitals were chosen for the development of the diagnostic model. The remaining two hospitals contributed to two independent external validation cohorts, comprising 509 patients in validation cohort 1 and 589 in validation cohort 2. Eleven features regarding inflammation, hepatic and metabolic functions were identified. The gradient boosting classifier (GBC) model showed the best performance in predicting moderate to severe hepatic inflammation, with an area under the receiver operating characteristic curve (AUROC) of 0.86 (95% CI 0.83-0.88) in the training cohort, and 0.89 (95% CI 0.86-0.92), 0.76 (95% CI 0.73-0.80) in the first and second external validation cohorts, respectively. A publicly accessible web tool was generated for the model. Interpretation Using simple parameters, the GBC model predicted hepatic inflammation in CHB patients with concurrent HS. It holds promise for guiding clinical management and improving patient outcomes. Funding This research was supported by the National Natural Science Foundation of China (No. 82170609, 81970545), Natural Science Foundation of Shandong Province (Major Project) (No. ZR2020KH006), Natural Science Foundation of Jiangsu Province (No.BK20231118), Tianjin Key Medical Discipline (Specialty), Construction Project, TJYXZDXK-059B, Tianjin Health Science and Technology Project key discipline special, TJWJ2022XK034, and Research project of Chinese traditional medicine and Chinese traditional medicine combined with Western medicine of Tianjin municipal health and Family Planning Commission (2021022).
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Affiliation(s)
- Fajuan Rui
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Yee Hui Yeo
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Liang Xu
- Clinical School of the Second People's Hospital, Tianjin Medical University, Tianjin, China
- Department of Hepatology, Tianjin Second People's Hospital, Tianjin, China
- Tianjin Research Institute of Liver Diseases, Tianjin, China
| | - Qi Zheng
- Department of Hepatology, Hepatology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
| | - Xiaoming Xu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Wenjing Ni
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Youwen Tan
- Department of Hepatology, The Third Hospital of Zhenjiang Affiliated Jiangsu University, Zhenjiang, Jiangsu, China
| | - Qing-Lei Zeng
- Department of Infectious Diseases and Hepatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Zebao He
- Department of Infectious Diseases, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, Zhejiang, China
| | - Xiaorong Tian
- School of Computer Science, China University of Geosciences, Wuhan, Hubei, China
- Hubei Key Laboratory of Intelligent Geo-Information Processing, China University of Geosciences, Wuhan, Hubei, China
| | - Qi Xue
- Department of Infectious Disease, Shandong Provincial Hospital Affiliated to Shandong Frist Medical University, Ji'nan, Shandong, China
| | - Yuanwang Qiu
- Department of Infectious Diseases, The Fifth People's Hospital of Wuxi, Wuxi, Jiangsu, China
| | - Chuanwu Zhu
- Department of Infectious Diseases, The Affiliated Infectious Diseases Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Weimao Ding
- Department of Hepatology, Huai'an No.4 People's Hospital, Huai'an, Jiangsu, China
| | - Jian Wang
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Rui Huang
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Yayun Xu
- Department of Infectious Disease, Shandong Provincial Hospital, Shandong University, Ji'nan, Shandong, China
| | - Yunliang Chen
- School of Computer Science, China University of Geosciences, Wuhan, Hubei, China
- Hubei Key Laboratory of Intelligent Geo-Information Processing, China University of Geosciences, Wuhan, Hubei, China
| | - Junqing Fan
- School of Computer Science, China University of Geosciences, Wuhan, Hubei, China
- Hubei Key Laboratory of Intelligent Geo-Information Processing, China University of Geosciences, Wuhan, Hubei, China
| | - Zhiwen Fan
- Department of Pathology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Xiaolong Qi
- Center of Portal Hypertension, Department of Radiology, Zhongda Hospital, Medical of School, Southeast University, Nanjing, Jiangsu, China
| | - Daniel Q. Huang
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
| | - Qing Xie
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Junping Shi
- Department of Infectious & Hepatology Diseases, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Chao Wu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Jie Li
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
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15
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Fujita K, Morishita A, Oura K, Ono M, Himoto T, Masaki T. Alcohol-related cancer morbidity and mortality are stratified using modified albumin platelet product. Sci Rep 2024; 14:1052. [PMID: 38200049 PMCID: PMC10781945 DOI: 10.1038/s41598-023-50778-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 12/25/2023] [Indexed: 01/12/2024] Open
Abstract
Alcohol abuse is associated with several diseases, such as hepatocellular carcinoma, cirrhosis, and extrahepatic malignancies. Recently, we reported albumin platelet product (APP) and modified APP (mAPP) as novel indices of liver fibrosis staging and prognosis in patients without alcoholic liver diseases. This retrospective cohort study aimed to extend application of APP and mAPP in prognosis prediction of patients with alcoholic liver diseases. We enrolled 222 patients with alcoholic liver diseases based on their medical records. Cut-off values of APP = 4.349 and mAPP = 2.484 were adopted based on a past report. Hazard ratios of APP and mAPP were compared to those of albumin-bilirubin score and fibrosis-4 index. The primary and secondary endpoints were carcinogenesis and death, respectively. Thus, APP = 4.349 and mAPP = 2.484 significantly differentiated cancer-free survival and overall survival in univariate analysis. Hazard ratios of mAPP = 2.484 were greater than those of the albumin-bilirubin score of -2.270 and fibrosis-4 index of 3.25. Multivariate analysis revealed mAPP = 2.484 as an independent risk factor for carcinogenesis and overall death. In conclusion, mAPP is a simple index to stratify patient's risk for carcinogenesis and death.
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Affiliation(s)
- Koji Fujita
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University, Saiwai 1-1, Takamatsu, Kagawa, 760-8521, Japan.
| | - Asahiro Morishita
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University, Saiwai 1-1, Takamatsu, Kagawa, 760-8521, Japan
| | - Kyoko Oura
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University, Saiwai 1-1, Takamatsu, Kagawa, 760-8521, Japan
| | - Masafumi Ono
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University, Saiwai 1-1, Takamatsu, Kagawa, 760-8521, Japan
| | - Takashi Himoto
- Department of Medical Technology, Kagawa Prefectural University of Health Sciences, 281-1 Hara, Mure, Takamatsu, Kagawa, 761-0123, Japan
| | - Tsutomu Masaki
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University, Saiwai 1-1, Takamatsu, Kagawa, 760-8521, Japan
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16
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Niu H, Solis-Muñoz P, García-Cortés M, Sanabria-Cabrera J, Robles-Diaz M, Romero-Flores R, Bonilla-Toyos E, Ortega-Alonso A, Pinazo-Bandera JM, Cabello MR, Bessone F, Hernandez N, Lucena MI, Andrade RJ, Medina-Caliz I, Alvarez-Alvarez I. Prior drug allergies are associated with worse outcome in patients with idiosyncratic drug-induced liver injury: A machine learning approach for risk stratification. Pharmacol Res 2024; 199:107030. [PMID: 38072217 DOI: 10.1016/j.phrs.2023.107030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 11/30/2023] [Accepted: 12/03/2023] [Indexed: 01/13/2024]
Abstract
The impact of prior drug allergies (PDA) on the clinical features and outcomes of patients who develop idiosyncratic drug-induced liver injury (DILI) is largely unknown. We aimed to assess the clinical presentation and outcomes of DILI patients based on the presence or absence of PDA and explore the association between culprit drugs responsible for DILI and allergy. We analysed a well-vetted cohort of DILI cases enrolled from the Spanish DILI Registry. Bootstrap-enhanced least absolute shrinkage operator procedure was used in variable selection, and a multivariable logistic model was fitted to predict poor outcomes in DILI. Of 912 cases with a first episode of DILI, 61 (6.7%) had documented PDA. Patients with PDA were older (p = 0.009), had higher aspartate aminotransferase (AST) levels (p = 0.047), lower platelet count (p = 0.011) and higher liver-related mortality than those without a history of drug allergies (11% vs. 1.6%, p < 0.001). Penicillin was the most common drug associated with PDA in DILI patients (32%). A model including PDA, nR-based type of liver injury, female sex, AST, total bilirubin, and platelet count showed an excellent performance in predicting poor outcome in patients from the Spanish DILI Registry (area under the ROC curve [AUC] 0.887; 95% confidence interval [CI] 0.794 - 0.981) and the LATINDILI Network (AUC 0.932; 95% CI 0.884 - 0.981). Patients with suspected DILI should be screened for PDA as they would require a close monitoring for early detection of worsening clinical course.
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Affiliation(s)
- Hao Niu
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain; Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain; Plataforma de Investigación Clínica y Ensayos Clínicos IBIMA, Plataforma ISCIII de Investigación Clínica, Madrid, Spain
| | - Pablo Solis-Muñoz
- Servicio de Aparato Digestivo, Hospital Universitario de Cáceres, Cáceres, Spain
| | - Miren García-Cortés
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain; Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Judith Sanabria-Cabrera
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain; Plataforma de Investigación Clínica y Ensayos Clínicos IBIMA, Plataforma ISCIII de Investigación Clínica, Madrid, Spain
| | - Mercedes Robles-Diaz
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain; Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Rocío Romero-Flores
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain
| | - Elvira Bonilla-Toyos
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain; Plataforma de Investigación Clínica y Ensayos Clínicos IBIMA, Plataforma ISCIII de Investigación Clínica, Madrid, Spain
| | - Aida Ortega-Alonso
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain; Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - José M Pinazo-Bandera
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain; Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - María R Cabello
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain
| | - Fernando Bessone
- Hospital Provincial del Centenario, Facultad de Medicina, Universidad Nacional de Rosario, Rosario, Argentina
| | - Nelia Hernandez
- Hospital de Clínicas, Universidad de la República, Montevideo, Uruguay
| | - M Isabel Lucena
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain; Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain; Plataforma de Investigación Clínica y Ensayos Clínicos IBIMA, Plataforma ISCIII de Investigación Clínica, Madrid, Spain.
| | - Raúl J Andrade
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain; Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Inmaculada Medina-Caliz
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain
| | - Ismael Alvarez-Alvarez
- Servicios de Aparato Digestivo y Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Universidad de Málaga, Málaga, Spain; Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain; Plataforma de Investigación Clínica y Ensayos Clínicos IBIMA, Plataforma ISCIII de Investigación Clínica, Madrid, Spain
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17
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Calleja JL, Delgado Sánchez O, Fuentes Pradera MÁ, Llop E, López Zárraga F, Lozano ML, Parra R, Turnes J. Recommendations for the future management of thrombocytopenia in patients with liver cirrhosis: A modified RAND/UCLA appropriateness method. GASTROENTEROLOGIA Y HEPATOLOGIA 2024; 47:32-50. [PMID: 37028757 DOI: 10.1016/j.gastrohep.2023.03.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 03/14/2023] [Accepted: 03/26/2023] [Indexed: 04/08/2023]
Abstract
OBJECTIVE The lack of consensus and specific guidelines, and the introduction of new treatments in thrombocytopenia management in liver cirrhosis patients, required a series of recommendations by experts to improve knowledge on this disease. This study's aim was to improve the knowledge around thrombocytopenia in liver cirrhosis patients, in order to contribute to the generation of future evidence to improve the management of this disease. PATIENTS AND METHODS A modified version of the RAND/UCLA appropriateness method was used. The scientific committee, a multidisciplinary team of 7 experts in managing thrombocytopenia in liver cirrhosis patients, identified the expert panel, and participated in elaborating the questionnaire. Thirty experts from different Spanish institutions were invited to answer a 48-item questionnaire covering 6 areas on a nine-point Likert scale. Two rounds were voted. The consensus was obtained if >77.7% of panelists reached agreement or disagreement. RESULTS A total of 48 statements were developed by the scientific committee and then voted by the experts, resulting in 28 defined as appropriate and completely necessary, relating to evidence generation (10), care circuit, (8), hemorrhagic risk assessment, decision-making and diagnostic tests (14), professionals' role and multidisciplinary coordination (9) and patient education (7). CONCLUSIONS This is the first consensus in Spain on the management of thrombocytopenia in liver cirrhosis patients. Experts indicated several recommendations to be carried out in different areas that could help physicians make better decisions in their clinical practice.
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Affiliation(s)
- José Luis Calleja
- Department of Gastroenterology and Hepatology, Puerta de Hierro University Hospital, IDIPHISA, CIBERehd, Madrid, Spain.
| | | | | | - Elba Llop
- Department of Gastroenterology and Hepatology, Puerta de Hierro University Hospital, IDIPHISA, CIBERehd, Madrid, Spain
| | - Fernando López Zárraga
- Vascular and Interventional Radiology Unit, Álava University Hospital, Vitoria-Gasteiz, Spain
| | - María Luisa Lozano
- Department of Hematology, Morales Meseguer General University Hospital, Murcia, Spain; Biomedical Research Institute of Murcia (IMIB-Pascual Parrilla), CIBERER, Murcia, Spain
| | - Rafael Parra
- Blood and Tissue Bank, Vall d'Hebrón Hospital, Barcelona, Spain
| | - Juan Turnes
- Department of Gastroenterology and Hepatology, Pontevedra University Hospital Complex, IIS Galicia Sur, Pontevedra, Spain; Health Research Institute (IIS) Galicia Sur, Pontevedra, Spain
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18
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Hofer BS, Brusilovskaya K, Simbrunner B, Balcar L, Eichelberger B, Lee S, Hartl L, Schwabl P, Mandorfer M, Panzer S, Reiberger T, Gremmel T. Decreased platelet activation predicts hepatic decompensation and mortality in patients with cirrhosis. Hepatology 2023:01515467-990000000-00710. [PMID: 38150294 DOI: 10.1097/hep.0000000000000740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 12/07/2023] [Indexed: 12/28/2023]
Abstract
BACKGROUND AND AIMS Patients with cirrhosis show alterations in primary hemostasis, yet prognostic implications of changes in platelet activation remain controversial, and assay validity is often limited by thrombocytopenia. We aimed to study the prognostic role of platelet activation in cirrhosis, focusing on bleeding/thromboembolic events, decompensation, and mortality. APPROACH AND RESULTS We prospectively included 107 patients with cirrhosis undergoing a same-day hepatic venous pressure gradient (HVPG) and platelet activation measurement. Platelet activation was assessed using flow cytometry after protease-activated receptor (PAR)-1, PAR-4, or epinephrine stimulation. Over a follow-up of 25.3 (IQR: 15.7-31.2) months, first/further decompensation occurred in 29 patients and 17 died. More pronounced platelet activation was associated with an improved prognosis, even after adjusting for systemic inflammation, HVPG, and disease severity. Specifically, higher PAR-4-inducible platelet activation was independently linked to a lower decompensation risk [adjusted HR per 100 MFI (median fluorescence intensity): 0.95 (95% CI: 0.90-0.99); p =0.036] and higher PAR-1-inducible platelet activation was independently linked to longer survival [adjusted HR per 100 MFI: 0.93 (95% CI: 0.87-0.99); p =0.040]. Thromboembolic events occurred in eight patients (75% nontumoral portal vein thrombosis [PVT]). Higher epinephrine-inducible platelet activation was associated with an increased risk of thrombosis [HR per 10 MFI: 1.07 (95% CI: 1.02-1.12); p =0.007] and PVT [HR per 10 MFI: 1.08 (95% CI: 1.02-1.14); p =0.004]. In contrast, of the 11 major bleedings that occurred, 9 were portal hypertension related, and HVPG thus emerged as the primary risk factor. CONCLUSIONS Preserved PAR-1- and PAR-4-inducible platelet activation was linked to a lower risk of decompensation and death. In contrast, higher epinephrine-inducible platelet activation was a risk factor for thromboembolism and PVT.
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Affiliation(s)
- Benedikt S Hofer
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Laboratory, Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Christian Doppler Lab for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
- Center for Molecular Medicine (CeMM) of the Austrian Academy of Sciences, Vienna, Austria
| | - Ksenia Brusilovskaya
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Christian Doppler Lab for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
- Center for Molecular Medicine (CeMM) of the Austrian Academy of Sciences, Vienna, Austria
| | - Benedikt Simbrunner
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Laboratory, Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Christian Doppler Lab for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
- Center for Molecular Medicine (CeMM) of the Austrian Academy of Sciences, Vienna, Austria
| | - Lorenz Balcar
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Laboratory, Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
| | - Beate Eichelberger
- Department of Blood Group Serology and Transfusion Medicine, Medical University of Vienna, Vienna, Austria
| | - Silvia Lee
- Department of Internal Medicine II, Medical University of Vienna, Vienna, Austria
| | - Lukas Hartl
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Laboratory, Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
| | - Philipp Schwabl
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Laboratory, Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Christian Doppler Lab for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
- Center for Molecular Medicine (CeMM) of the Austrian Academy of Sciences, Vienna, Austria
| | - Mattias Mandorfer
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Laboratory, Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
| | - Simon Panzer
- Department of Blood Group Serology and Transfusion Medicine, Medical University of Vienna, Vienna, Austria
| | - Thomas Reiberger
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Laboratory, Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Christian Doppler Lab for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
- Center for Molecular Medicine (CeMM) of the Austrian Academy of Sciences, Vienna, Austria
| | - Thomas Gremmel
- Institute of Cardiovascular Pharmacotherapy and Interventional Cardiology, Karl Landsteiner Society, St. Pölten, Austria
- Department of Internal Medicine I, Cardiology and Intensive Care Medicine, Landesklinikum Mistelbach-Gänserndorf, Mistelbach, Austria
- Karl Landsteiner University of Health Sciences, Krems, Austria
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19
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Iyengar V, Patell R, Ren S, Ma S, Pinson A, Barnett A, Elavalakanar P, Kazi DS, Neuberg D, Zwicker JI. Influence of thrombocytopenia on bleeding and vascular events in atrial fibrillation. Blood Adv 2023; 7:7516-7524. [PMID: 37756539 PMCID: PMC10761355 DOI: 10.1182/bloodadvances.2023011235] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 08/31/2023] [Accepted: 08/31/2023] [Indexed: 09/29/2023] Open
Abstract
Whether thrombocytopenia substantively increases the risk of hemorrhage associated with anticoagulation in patients with atrial fibrillation (AF) is not established. The purpose of this study was to compare rates of bleeding in patients with AF and thrombocytopenia (platelet count < 100 000/μL) to patients with AF and normal platelet counts (>150 000/μL). We performed a propensity score-matched, retrospective cohort study of adults (n = 1070) with a new diagnosis of AF who received a prescription for an oral anticoagulant between 2015 and 2020. The thrombocytopenia cohort was defined as having at least 2 platelet counts <100 000/μL on separate days in the period spanning the 12 weeks preceding the initiation of anticoagulation to 6 weeks after the initiation of anticoagulation. The primary end point was the 1-year cumulative incidence of major bleeding; secondary end points included clinically relevant bleeding, arterial and venous thrombotic events, and all-cause mortality. Patients with AF and thrombocytopenia experienced a higher 1-year cumulative incidence of major bleeding (13.3% vs 5.7%; P < .0001) and clinically relevant bleeding (24.5% vs 16.7%; P = .005) than the controls. Thrombocytopenia was identified as an independent risk factor for major bleeding (hazard ratio, 2.20; confidence interval, 1.36-3.58; P = .001), with increasing risk based on the severity of thrombocytopenia. The cumulative incidence of arterial thrombosis at 1 year was 3.6% in the group with thrombocytopenia and 1.5% in controls (Gray test, P = .08). These findings suggest that baseline platelet counts are an important biomarker for hemorrhagic outcomes in AF and that the degree of thrombocytopenia is an important factor in determining the level of risk.
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Affiliation(s)
- Varun Iyengar
- Department of Internal Medicine, Beth Israel Deaconess Medical Center, Boston, MA
- Harvard Medical School, Boston, MA
- Department of Medicine, Hematology Service, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Rushad Patell
- Harvard Medical School, Boston, MA
- Division of Hematology and Hematologic Malignancies, Beth Israel Deaconess Medical Center, Boston, MA
| | - Siyang Ren
- Department of Data Science, Dana Farber Cancer Institute, Boston, MA
| | - Sirui Ma
- Department of Internal Medicine, Beth Israel Deaconess Medical Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Amanda Pinson
- Harvard Medical School, Boston, MA
- Division of Hematology and Hematologic Malignancies, Beth Israel Deaconess Medical Center, Boston, MA
| | - Amelia Barnett
- Department of Internal Medicine, Beth Israel Deaconess Medical Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Pavania Elavalakanar
- Harvard Medical School, Boston, MA
- Division of Hematology and Hematologic Malignancies, Beth Israel Deaconess Medical Center, Boston, MA
| | - Dhruv S. Kazi
- Harvard Medical School, Boston, MA
- Division of Cardiology, Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA
| | - Donna Neuberg
- Department of Data Science, Dana Farber Cancer Institute, Boston, MA
| | - Jeffrey I. Zwicker
- Department of Medicine, Hematology Service, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
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20
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Riva N, Ageno W. How to manage splanchnic vein thrombosis in patients with liver disease. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2023; 2023:281-288. [PMID: 38066910 PMCID: PMC10727061 DOI: 10.1182/hematology.2023000481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Liver cirrhosis and splanchnic vein thrombosis (SVT) are strictly correlated. Portal vein thrombosis, the most common location of SVT, is frequently diagnosed in liver cirrhosis (pooled incidence 4.6 per 100 patient-years), and liver cirrhosis is a common risk factor for SVT (reported in 24%-28% of SVT patients). In cirrhosis-associated SVT, anticoagulant treatment reduces mortality rates, thrombosis extension, and major bleeding, and increases the rates of recanalization, compared to no treatment. Achieving vessel recanalization improves the prognosis of cirrhotic patients by reducing liver-related complications (such as variceal bleeding, ascites, hepatic encephalopathy). Anticoagulation should be therefore routinely prescribed to cirrhotic patients with acute SVT unless contraindicated by active bleeding associated with hemodynamic impairment or by excessively high bleeding risk. Of note, early treatment is associated with higher probability of achieving vessel recanalization. The standard treatment consists of low-molecular-weight heparin, followed by oral anticoagulants (eg, vitamin K antagonists or direct oral anticoagulants), if not contraindicated by severe liver dysfunction. Cirrhotic patients with SVT should be treated long-term (especially if candidate for liver transplantation) since liver cirrhosis is a persistent risk factor for recurrent thrombosis. In this review, we discuss the management of SVT in patients with liver cirrhosis, with a focus on the anticoagulant treatment in terms of indications, timing, drugs, duration, and particular scenarios, such as gastroesophageal varices and thrombocytopenia.
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Affiliation(s)
- Nicoletta Riva
- Department of Pathology, Faculty of Medicine and Surgery, University of Malta, Msida, Malta
| | - Walter Ageno
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
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21
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Brusilovskaya K, Hofer BS, Simbrunner B, Eichelberger B, Lee S, Bauer DJM, Mandorfer M, Schwabl P, Panzer S, Reiberger T, Gremmel T. Platelet Function Decreases with Increasing Severity of Liver Cirrhosis and Portal Hypertension-A Prospective Study. Thromb Haemost 2023; 123:1140-1150. [PMID: 37517407 DOI: 10.1055/s-0043-1771187] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/01/2023]
Abstract
BACKGROUND Cirrhotic patients display an increased risk for both bleeding and thrombosis. We investigated platelet activation across Child-Pugh stages (CPSs) and portal hypertension (PH) severity. MATERIAL AND METHODS A total of 110 cirrhotic patients were prospectively included. CPS and hepatic venous pressure gradient (HVPG) were determined. Platelet surface expression of P-selectin and activated glycoprotein (GP) IIb/IIIa were measured by flow cytometry before/after stimulation with protease-activated receptor (PAR)-1 (thrombin receptor activating peptide, TRAP) and PAR-4 (AYPGKF) agonists, epinephrine, and lipopolysaccharide (LPS). RESULTS Platelet count was similar across CPS but lower with increasing PH severity. Expression of P-selectin and activated GPIIb/IIIa in response to TRAP and AYPGKF was significantly reduced in platelets of CPS-B/C versus CPS-A patients (all p < 0.05). Platelet P-selectin expression upon epinephrine and LPS stimulation was reduced in CPS-C patients, while activated GPIIb/IIIa in response to these agonists was lower in CPS-B/C (all p < 0.05). Regarding PH severity, P-selectin and activated GPIIb/IIIa in response to AYPGKF were lower in HVPG ≥20 mmHg patients (both p < 0.001 vs. HVPG < 10 mmHg). Similarly, activated GPIIb/IIIa was lower in HVPG ≥20 mmHg patients after TRAP stimulation (p < 0.01 vs. HVPG < 10 mmHg). The lower platelet surface expression of P-selectin and activated GPIIb/IIIa upon stimulation of thrombin receptors (PAR-1/PAR-4) in CPS-B/C and HVPG ≥20 mmHg patients was paralleled by reduced antithrombin-III levels in those patients (all p < 0.05). Overall, PAR-1- and PAR-4-mediated platelet activation correlated with antithrombin-III levels (p < 0.001). CONCLUSION Platelet responsiveness decreases with increasing severity of liver cirrhosis and PH but is potentially counterbalanced by lower antithrombin-III levels.
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Affiliation(s)
- Ksenia Brusilovskaya
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Experimental (HEPEX) Lab, Medical University of Vienna, Vienna, Austria
- Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
| | - Benedikt Silvester Hofer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Experimental (HEPEX) Lab, Medical University of Vienna, Vienna, Austria
- Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
| | - Benedikt Simbrunner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Experimental (HEPEX) Lab, Medical University of Vienna, Vienna, Austria
- Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Beate Eichelberger
- Department of Blood Group Serology and Transfusion Medicine, Medical University of Vienna, Vienna, Austria
| | - Silvia Lee
- Department of Internal Medicine II, Medical University of Vienna, Vienna, Austria
| | - David J M Bauer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Mattias Mandorfer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Philipp Schwabl
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Experimental (HEPEX) Lab, Medical University of Vienna, Vienna, Austria
- Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Simon Panzer
- Department of Blood Group Serology and Transfusion Medicine, Medical University of Vienna, Vienna, Austria
| | - Thomas Reiberger
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Experimental (HEPEX) Lab, Medical University of Vienna, Vienna, Austria
- Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
- Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Thomas Gremmel
- Department of Internal Medicine II, Medical University of Vienna, Vienna, Austria
- Department of Internal Medicine I, Cardiology and Intensive Care Medicine, Landesklinikum Mistelbach-Gänserndorf, Mistelbach, Austria
- Institute of Cardiovascular Pharmacotherapy and Interventional Cardiology, Karl Landsteiner Society, St. Pölten, Austria
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22
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Satoh T, Uojima H, Wada N, Takiguchi H, Kaneko M, Nakamura M, Gonda N, Homma M, Hidaka H, Kusano C, Horie R. Introduction of direct-acting antiviral agents alters frequencies of anti-GPIIb/IIIa antibody-producing B cells in chronic hepatitis C patients with thrombocytopenia. Platelets 2023; 34:2161498. [PMID: 36597279 DOI: 10.1080/09537104.2022.2161498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
The pathogenesis of thrombocytopenia in chronic hepatitis C (CHC) conceivably involves autoimmunity; however, the dynamics of autoantibodies and other autoimmune mechanisms remain unclear. In this study, we examined the changes in the frequency of anti-glycoprotein (GP) IIb/IIIa antibody-producing B cells and the levels of plasma B-cell-activating factor (BAFF), a proliferation-inducing ligand (APRIL), and interleukin (IL)-21 following treatment of CHC with direct-acting antiviral agents (DAA). We recruited 28 patients with CHC who underwent treatment with DAA for 8-12 weeks and subsequently tested negative for serum hepatitis C virus RNA. Thirty healthy controls were recruited for comparison. Platelet counts increased significantly (p = .016), and the frequency of anti-GPIIb/IIIa antibody-producing B cells decreased significantly (p = .002) in CHC patients with thrombocytopenia at the end of treatment (EOT) than before DAA treatment (baseline). However, these changes were not observed in CHC patients without thrombocytopenia. Plasma BAFF levels in CHC patients with thrombocytopenia significantly decreased from baseline to EOT (p = .002). Anti-GPIIb/IIIa antibody-producing B cells were positively correlated with plasma BAFF levels in these patients (r = 0.669, p = .039). These results suggest that DAA treatment suppresses the autoimmune response against platelets and improves thrombocytopenia.
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Affiliation(s)
- Takashi Satoh
- Division of Hematology, Kitasato University School of Allied Health Sciences, Sagamihara, Kanagawa, Japan.,Division of Molecular Hematology, Kitasato University Graduate School of Medical Sciences, Sagamihara, anagawa, Japan.,Regenerative Medicine and Cell Design Research Facility, Kitasato University School of Allied Health Sciences, Sagamihara, Kanagawa, Japan
| | - Haruki Uojima
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Naohisa Wada
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Hayato Takiguchi
- Division of Molecular Hematology, Kitasato University Graduate School of Medical Sciences, Sagamihara, anagawa, Japan
| | - Mei Kaneko
- Division of Hematology, Kitasato University School of Allied Health Sciences, Sagamihara, Kanagawa, Japan
| | - Marina Nakamura
- Division of Hematology, Kitasato University School of Allied Health Sciences, Sagamihara, Kanagawa, Japan
| | - Natsuki Gonda
- Division of Hematology, Kitasato University School of Allied Health Sciences, Sagamihara, Kanagawa, Japan
| | - Michika Homma
- Division of Hematology, Kitasato University School of Allied Health Sciences, Sagamihara, Kanagawa, Japan
| | - Hisashi Hidaka
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Chika Kusano
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Ryouichi Horie
- Division of Hematology, Kitasato University School of Allied Health Sciences, Sagamihara, Kanagawa, Japan.,Division of Molecular Hematology, Kitasato University Graduate School of Medical Sciences, Sagamihara, anagawa, Japan
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23
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Gao H, Sun B, Li X, Bai T, Du L, Song Y, Zheng C, Kan X, Liu F. Risk factors for portal vein system thrombosis after partial splenic embolisation in cirrhotic patients with hypersplenism. Clin Radiol 2023; 78:919-927. [PMID: 37634989 DOI: 10.1016/j.crad.2023.07.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 07/18/2023] [Accepted: 07/26/2023] [Indexed: 08/29/2023]
Abstract
AIM To determine risk factors for portal venous system thrombosis (PVST) after partial splenic artery embolisation (PSAE) in cirrhotic patients with hypersplenism. MATERIALS AND METHODS Between March 2014 and February 2022, 428 cirrhotic patients with hypersplenism underwent partial splenic artery embolisation and from these patients 208 were enrolled and 220 were excluded. Medical records of enrolled patients were collected. Computed tomography (CT) images were reviewed by two blinded, independent radiologists. Statistical analyses were performed by using SPSS. RESULTS Progressive PVST was observed in 18.75% (39/208) of cirrhotic patients after PSAE. No significant differences in peripheral blood counts, liver function biomarkers, and renal function were observed between the patients with progressive PVST and the patients without progressive PVST. The imaging data showed significant differences in PVST, the diameters of the portal, splenic, and superior mesenteric veins between the progressive PVST group and non-progressive PVST group. Univariate and multivariate analysis demonstrated portal vein thrombosis, spleen infarction percentage, and the diameter of the splenic vein were independent risk factors for progressive PVST. Seventeen of 173 (9.83%) patients showed new PVST; the growth of PVST was observed in 62.86% (22/35) of the patients with pre-existing PVST. Spleen infarction percentage and the diameter of the splenic vein were independent risk factors for new PVST after PSAE. CONCLUSION The present study demonstrated portal vein thrombosis, spleen infarction percentage, and the diameter of the splenic vein were independent risk factors for PVST after PSAE in cirrhotic patients with hypersplenism.
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Affiliation(s)
- H Gao
- Department of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - B Sun
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - X Li
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - T Bai
- Department of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - L Du
- Department of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Y Song
- Department of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - C Zheng
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - X Kan
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China.
| | - F Liu
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China.
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24
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Pétursson I, Amabile A, Degife E, Morrison A, Waldron C, Bin Mahmood SU, Ragnarsson S, Krane M, Geirsson A. Outcomes of patients with advanced liver disease undergoing cardiac surgery. JTCVS OPEN 2023; 16:532-539. [PMID: 38204635 PMCID: PMC10774984 DOI: 10.1016/j.xjon.2023.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 06/16/2023] [Accepted: 07/06/2023] [Indexed: 01/12/2024]
Abstract
Objective Liver disease (LD) is considered a risk factor for inferior outcomes in general and cardiac surgery, yet current cardiac surgery risk estimators exclude LD, and literature on the topic remains scant. We sought to evaluate whether the presence of advanced LD is associated with inferior outcomes following cardiac surgery. Methods This single-center, retrospective, observational study included 285 patients diagnosed with LD who underwent cardiac surgery in 2010 to 2020. The cohort contained 3 groups, Child-Turcotte-Pugh (CTP) class A (n = 219), CTP early-class B (n = 34), and CTP advanced-class B (n = 32). A model for end-stage liver disease score of 12.7 points (determined using a receiver-operating characteristic curve analysis on 30-day mortality) dichotomized class B into early- and advanced-groups. Univariate and multivariate logistic regression analyses were performed to identify predictors of 30-day mortality. Results Patients in CTP advanced-class B had the longest length of stay (14 days), highest incidence of prolonged ventilation (46.9%), renal failure (21.9%), 30-day mortality (18.8%), and in-hospital mortality (18.8%). Incidence of ≥1 postoperative complication was higher in CTP advanced-class B (59.4%), compared with CTP class A (37.9%) and CTP early-class B (38.2%). Multivariate logistic regression analysis demonstrated that female sex (odds ratio, 3.01; 95% CI, 1.07-8.77; P = .037) and peripheral vascular disease (odds ratio, 4.01; 95% CI, 1.33-12.2; P = .013) were independent predictors of 30-day mortality in patients with advanced LD. Conclusions Severity of LD influences perioperative outcomes following cardiac surgery. Our data suggest that patients in CTP class A and selected patients in CTP class B (model for end-stage liver disease score <12.7) can undergo surgery with acceptable risk.
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Affiliation(s)
- Ingi Pétursson
- Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavík, Iceland
| | - Andrea Amabile
- Division of Cardiac Surgery, Yale School of Medicine, New Haven, Conn
| | - Ellelan Degife
- Division of Cardiac Surgery, Yale School of Medicine, New Haven, Conn
| | - Alyssa Morrison
- Division of Cardiac Surgery, Yale School of Medicine, New Haven, Conn
| | - Christina Waldron
- Division of Cardiac Surgery, Yale School of Medicine, New Haven, Conn
| | | | | | - Markus Krane
- Division of Cardiac Surgery, Yale School of Medicine, New Haven, Conn
| | - Arnar Geirsson
- Division of Cardiac Surgery, Yale School of Medicine, New Haven, Conn
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25
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Zhang Z, Wang J, Chen Y, Li Y, Zhu L, Wang H, Liu Y, Liu J, Yin S, Tong X, Yan X, Chen Y, Zhu C, Li J, Qiu Y, Wu C, Huang R. A novel web-based online nomogram to predict advanced liver fibrosis in patients with autoimmune hepatitis-primary biliary cholangitis overlap syndrome. J Transl Autoimmun 2023; 7:100215. [PMID: 37877134 PMCID: PMC10590873 DOI: 10.1016/j.jtauto.2023.100215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/21/2023] [Accepted: 10/06/2023] [Indexed: 10/26/2023] Open
Abstract
Background Patients with autoimmune hepatitis-primary biliary cholangitis (AIH-PBC) overlap syndrome have a worse prognosis compared to AIH or PBC alone and accurately predicting the severity and dynamically monitoring the progression of disease are therefore essential. We aimed to develop a nomogram-based model to predict advanced liver fibrosis in patients with AIH-PBC overlap syndrome. Methods A total of 121 patients with AIH-PBC overlap syndrome were retrospectively included and randomly assigned to a development set and a validation set. Backward stepwise regression's best model with the lowest AIC was employed to create a nomogram. Diagnose accuracy was evaluated using the area under the receiver operator characteristic curve (AUROC), calibration analysis, and decision curve analysis (DCA) and was compared with aspartate aminotransferase-to-platelet ratio (APRI) and fibrosis index based on four factors-4 (FIB-4) score. Results The median age of patients was 53.0 years (IQR: 46.0-63.0), and female patients accounted for 95.0 %. Platelets, globulin, total bilirubin, and prothrombin time were associated with advanced fibrosis (≥S3) and used to construct an AIH-PBC overlap syndrome fibrosis (APOSF)-nomogram (available online at https://ndth-zzy.shinyapps.io/APOSF-nomogram/). The AUROCs of APOSF-nomogram were 0.845 (95 % CI: 0.754-0.936) and 0.843 (95 % CI: 0.705-0.982) in development set and validation set respectively, which was significantly better than APRI and FIB-4. Calibration revealed that the estimated risk fits well with biopsy-proven observation. DCA outperformed APRI and FIB4 in terms of net benefit, demonstrating clinical utility. Conclusion This novel non-invasive web-based online APOSF-nomogram provided a convenient tool for identifying advanced fibrosis in patients with AIH-PBC overlap syndrome. Further prospective, multicenter studies with large sample size are necessary to validate the applicability of APOSF-nomogram.
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Affiliation(s)
- Zhiyi Zhang
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Jian Wang
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Yun Chen
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yiguang Li
- Department of Infectious Diseases, The Fifth People's Hospital of Wuxi, Wuxi, Jiangsu, China
| | - Li Zhu
- Department of Infectious Diseases, The Affiliated Infectious Diseases Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Huali Wang
- Department of General Practice, Nanjing Second Hospital, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Yilin Liu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Jiacheng Liu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Shengxia Yin
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Xin Tong
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Xiaomin Yan
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Yuxin Chen
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
- Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Chuanwu Zhu
- Department of Infectious Diseases, The Affiliated Infectious Diseases Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Jie Li
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yuanwang Qiu
- Department of Infectious Diseases, The Fifth People's Hospital of Wuxi, Wuxi, Jiangsu, China
| | - Chao Wu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Rui Huang
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, Jiangsu, China
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26
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Yoshiji H, Suzuki J, Imasaki M, Tsukimura E, Miyano M, Kurosaki M. Safety and effectiveness of lusutrombopag in patients who have chronic liver disease with thrombocytopenia and undergoing invasive procedures: Real-world post-marketing surveillance in Japan. Hepatol Res 2023; 53:1105-1116. [PMID: 37497574 DOI: 10.1111/hepr.13945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 07/05/2023] [Accepted: 07/19/2023] [Indexed: 07/28/2023]
Abstract
AIM Lustrombopag has been approved for the treatment of thrombocytopenia in patients with chronic liver diseases who are scheduled to undergo an invasive procedure. Here, we report the final results of a post-marketing surveillance assessing the safety and effectiveness of lusutrombopag in Japan. METHODS This multicenter, prospective, real-world surveillance collected data from case report forms between October 2016 and May 2021. The observation period was 2 months after the first day of lusutrombopag treatment. Safety and effectiveness (proportion of patients avoiding preoperative platelet transfusion and responders who achieved platelet count increase from baseline) were assessed. RESULTS The safety analysis set included 1033 (100.0%), 130 (12.6%), and 14 (1.4%) patients who received one or more, two or more, and three or more treatment cycle(s), and 482 (48.9%), 457 (46.3%), and 43 (4.4%) patients who were Child-Pugh class A, B, and C, respectively. The most common serious adverse drug reactions were portal vein thrombosis, pancytopenia, and white blood cell count decrease, reported in 14 (1.36%), three (0.29%), and two (0.19%) patients, respectively. The incidence of adverse drug reactions was not higher in patients with Child-Pugh class C or those undergoing retreatment cycles compared with other Child-Pugh classes or the first treatment cycle, respectively. During the observation period of the first treatment cycle, 94.7% (889/939) of patients avoided preoperative platelet transfusion and 82.8% (741/895) of the patients met the responder criteria. CONCLUSIONS This surveillance study further supports the safety and effectiveness of lusutrombopag in a broad range of patients with chronic liver diseases undergoing planned invasive procedures. CLINICAL TRIAL REGISTRATION JapicCTI-163432.
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Affiliation(s)
- Hitoshi Yoshiji
- Department of Gastroenterology, Nara Medical University, Kashihara, Nara, Japan
| | - Junto Suzuki
- Pharmacovigilance Department, Shionogi & Co., Ltd., Chuo-ku, Osaka, Japan
| | - Masafumi Imasaki
- Pharmacovigilance Department, Shionogi & Co., Ltd., Chuo-ku, Osaka, Japan
| | - Eri Tsukimura
- PMS & Pharmacoepidemiology Department, Shionogi Pharmacovigilance Center Co., Ltd., Chuo-ku, Osaka, Japan
| | - Makiko Miyano
- PMS & Pharmacoepidemiology Department, Shionogi Pharmacovigilance Center Co., Ltd., Chuo-ku, Osaka, Japan
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Musashino, Tokyo, Japan
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27
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Satapathy SK, Sundaram V, Shiffman ML, Jamieson BD. Real-world use of avatrombopag in patients with chronic liver disease and thrombocytopenia undergoing a procedure. Medicine (Baltimore) 2023; 102:e35208. [PMID: 37800793 PMCID: PMC10553023 DOI: 10.1097/md.0000000000035208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 08/23/2023] [Indexed: 10/07/2023] Open
Abstract
The phase 4 observational cohort study assessed the effectiveness and safety of the thrombopoietin receptor agonist avatrombopag in patients with chronic liver disease (CLD) and thrombocytopenia undergoing a procedure. Patients with CLD may have thrombocytopenia, increasing the risk of periprocedural bleeding. Prophylactic platelet transfusions used to reduce this risk have limitations including lack of efficacy and transfusion-associated reactions. Prophylactic thrombopoietin receptor agonists have been shown to increase platelet counts and decrease platelet transfusions. Effectiveness was assessed by change from baseline in platelet count and proportion of patients needing a platelet transfusion. Safety was assessed by monitoring adverse events (AEs). Of 50 patients enrolled, 48 were unique patients and 2 patients were enrolled twice for separate procedures. The mean (standard deviation) change in platelet count from baseline to procedure day was 41.1 × 109/L (33.29 × 109/L, n = 38), returning to near baseline at the post-procedure visit (change from baseline -1.9 × 109/L [15.03 × 109/L], n = 11). The proportion of patients not requiring a platelet transfusion after baseline and up to 7 days following the procedure was 98% (n = 49). Serious AEs were infrequent (n = 2 [4%]). No treatment-emergent AEs were considered related to avatrombopag. There were 2 mild bleeding events, no thromboembolic events or deaths, and no patients received rescue procedures (excluding transfusions). This study found that in a real-world setting, treatment with avatrombopag was well tolerated, increased the mean platelet count by procedure day, and reduced the need for intraoperative platelet transfusions in patients with CLD and thrombocytopenia.
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Affiliation(s)
- Sanjaya K. Satapathy
- North Shore University Hospital, Northwell Health, Manhasset, NY
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell Health, Hempstead, NY
| | - Vinay Sundaram
- Division of Gastroenterology and Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Mitchell L. Shiffman
- Liver Institute of Virginia, Liver Institute of Richmond, Liver Institute of Hampton Roads, Bon Secours Mercy Health, Richmond and Newport News, VA
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28
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Zhang D, Xu Y, Wang X, Hou L, Xing M, Xu S, Guo R, Luo Y. Risk factors for thrombocytopenia in patients receiving linezolid therapy: a systematic review and meta-analysis. Eur J Clin Pharmacol 2023; 79:1303-1314. [PMID: 37578552 DOI: 10.1007/s00228-023-03542-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 07/18/2023] [Indexed: 08/15/2023]
Abstract
PURPOSE The incidence of linezolid-induced thrombocytopenia (LIT) has been reported to vary widely across studies. We performed a meta-analysis to identify the risk factors for thrombocytopenia among patients who received linezolid treatment. METHODS The PubMed, Embase and Cochrane Library databases were searched from inception to November 2022 to identify eligible studies. Data on the potential predictors of incidence in LIT were pooled using a random effects model. Sensitivity analyses were performed to determine the robustness of the results when significant heterogeneity was observed. RESULTS Forty observational studies involving 6454 patients treated with linezolid were included in the analysis. LIT was estimated to occur in 37% of patients. The following important factors were associated with the incidence of LIT: advanced age, body mass index, concurrent renal impairment or liver disease, abnormal laboratory parameters (including white blood cell count, serum creatinine, baseline platelet count, albumin, creatinine clearance rate, and estimated glomerular filtration rate), treatment duration and renal replacement therapy. CONCLUSIONS A variety of risk factors related to the occurrence of LIT were revealed in our analysis. Early identification of these factors could help patients improve clinical outcomes.
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Affiliation(s)
- Dan Zhang
- Department of Pharmacy, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yasi Xu
- Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiang Wang
- Department of Pharmacy, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Leping Hou
- Department of Pharmacy, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Mengyu Xing
- Department of Pharmacy, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Shuang Xu
- Department of Pharmacy, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Rui Guo
- Department of Pharmacy, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Ying Luo
- Department of Pharmacy, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
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29
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Kondo R, Iwakiri Y, Kage M, Yano H. Endotheliopathy of liver sinusoidal endothelial cells in liver disease. Pathol Int 2023; 73:381-393. [PMID: 37589433 DOI: 10.1111/pin.13361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 07/27/2023] [Indexed: 08/18/2023]
Abstract
Liver is the largest solid organ in the abdominal cavity, with sinusoid occupying about half of its volume. Under liver disease, hemodynamics in the liver tissue dynamically change, resulting in injury to liver sinusoidal endothelial cells (LSECs). We discuss the injury of LSECs in liver diseases in this article. Generally, in noninflamed tissues, vascular endothelial cells maintain quiescence of circulating leukocytes, and unnecessary blood clotting is inhibited by multiple antithrombotic factors produced by the endothelial cells. In the setting of inflammation, injured endothelial cells lose these functions, defined as inflammatory endotheliopathy. In chronic hepatitis C, inflammatory endotheliopathy in LSECs contributes to platelet accumulation in the liver tissue, and the improvement of thrombocytopenia by splenectomy is attenuated in cases with severe hepatic inflammation. In COVID-19, LSEC endotheliopathy induced by interleukin (IL)-6 trans-signaling promotes neutrophil accumulation and platelet microthrombosis in the liver sinusoids, resulting in liver injury. IL-6 trans-signaling promotes the expression of intercellular adhesion molecule-1, chemokine (C-X-C motif) ligand (CXCL1), and CXCL2, which are the neutrophil chemotactic mediators, and P-selectin, E-selectin, and von Willebrand factor, which are involved in platelet adhesion to endothelial cells, in LSECs. Restoring LSECs function is important for ameliorating liver injury. Prevention of endotheliopathy is a potential therapeutic strategy in liver disease.
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Affiliation(s)
- Reiichiro Kondo
- Department of Pathology, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - Yasuko Iwakiri
- Section of Digestive Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Masayoshi Kage
- Department of Medical Engineering, Junshin Gakuen University, Fukuoka, Japan
| | - Hirohisa Yano
- Department of Pathology, Kurume University School of Medicine, Kurume, Fukuoka, Japan
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30
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Zhou Z, Chen C, Sun M, Xu X, Liu Y, Liu Q, Wang J, Yin Y, Sun B. A decision tree model to predict liver cirrhosis in hepatocellular carcinoma patients: a retrospective study. PeerJ 2023; 11:e15950. [PMID: 37641600 PMCID: PMC10460570 DOI: 10.7717/peerj.15950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 08/01/2023] [Indexed: 08/31/2023] Open
Abstract
Background The severity of liver cirrhosis in hepatocellular carcinoma (HCC) patients is essential for determining the scope of surgical resection. It also affects the long-term efficacy of systemic anti-tumor therapy and transcatheter arterial chemoembolization (TACE). Non-invasive tools, including aspartate aminotransferase to platelet ratio index (APRI), fibrosis-4 (FIB-4), and γ-glutamyl transferase to platelet ratio (GPR), are less accurate in predicting cirrhosis in HCC patients. We aimed to build a novel decision tree model to improve diagnostic accuracy of liver cirrhosis. Patients and Methods The Mann-Whitney U test, χ2 test, and multivariate logistic regression analysis were used to identify independent cirrhosis predictors. A decision tree model was developed using machine learning algorithms in a training cohort of 141 HCC patients. Internal validation was conducted in 99 HCC patients. The diagnostic accuracy and calibration of the established model were evaluated using receiver operating characteristic (ROC) and calibration curves, respectively. Results Sex and platelet count were identified as independent cirrhosis predictors. A decision tree model integrating imaging-reported cirrhosis, APRI, FIB-4, and GPR was established. The novel model had an excellent diagnostic performance in the training and validation cohorts, with area under the curve (AUC) values of 0.853 and 0.817, respectively. Calibration curves and the Hosmer-Lemeshow test showed good calibration of the novel model. The decision curve analysis (DCA) indicated that the decision tree model could provide a larger net benefit to predict liver cirrhosis. Conclusion Our developed decision tree model could successfully predict liver cirrhosis in HCC patients, which may be helpful in clinical decision-making.
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Affiliation(s)
- Zheyu Zhou
- Department of General Surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Graduate School of Peking Union Medical College, Nanjing, China
| | - Chaobo Chen
- Department of General Surgery, Xishan People’s Hospital of Wuxi City, Wuxi, China
- Department of Hepatobiliary and Transplantation Surgery, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Meiling Sun
- Department of Hepatobiliary and Transplantation Surgery, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Xiaoliang Xu
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Yang Liu
- Department of Hepatobiliary and Transplantation Surgery, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Qiaoyu Liu
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Jincheng Wang
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Yin Yin
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Beicheng Sun
- Department of General Surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Graduate School of Peking Union Medical College, Nanjing, China
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
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Wong RJ, Ge J, Boike J, German M, Morelli G, Spengler E, Said A, Desai A, Couri T, Paul S, Frenette C, Verna EC, Goel A, Fallon M, Thornburg B, VanWagner L, Lai JC, Kolli KP. Change in Platelet Count after Transjugular Intrahepatic Portosystemic Shunt Creation: An Advancing Liver Therapeutic Approaches (ALTA) Group Study. J Vasc Interv Radiol 2023; 34:1364-1371. [PMID: 37100199 PMCID: PMC10998695 DOI: 10.1016/j.jvir.2023.04.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 04/02/2023] [Accepted: 04/18/2023] [Indexed: 04/28/2023] Open
Abstract
PURPOSE To evaluate recovery of platelet count after transjugular intrahepatic portosystemic shunt (TIPS) creation and patient factors predicting platelet recovery after TIPS creation. MATERIALS AND METHODS Adults with cirrhosis who underwent TIPS creation at 9 U.S. hospitals from 2010 to 2015 were included in this retrospective analysis. Change in platelets from before TIPS to 4 months after TIPS creation was characterized. Logistic regression was used to assess factors associated with top quartile percentage platelet increase after TIPS. Subgroup analyses were performed among patients with a pre-TIPS platelet count of ≤50 ×109/L. RESULTS A total of 601 patients were included. The median absolute change in platelets was 1 × 109/L (-26 × 109/L to 25 × 109/L). Patients with top quartile percent platelet increase experienced ≥32% platelet increase. In multivariable analysis, pre-TIPS platelet counts (odds ratio [OR], 0.97 per 109/L; 95% CI, 0.97-0.98), age (OR, 1.24 per 5 years; 95% CI, 1.10-1.39), and pre-TIPS model for end-stage liver disease (MELD) scores (OR, 1.06 per point; 95% CI, 1.02-1.09) were associated with top quartile (≥32%) platelet increase. Ninety-four (16%) patients had a platelet count of ≤50 × 109/L before TIPS. The median absolute platelet change was 14 × 109/L (2 × 109/L to 34 × 109/L). Fifty-four percent of patients in this subgroup were in the top quartile for platelet increase. In multivariable logistic regression, age (OR, 1.50 per 5 years; 95% CI, 1.11-2.02) was the only factor associated with top quartile platelet increase in this subgroup. CONCLUSIONS TIPS creation did not result in significant platelet increase, except among patients with a platelet count of ≤50 × 109/L before TIPS. Lower pre-TIPS platelet counts, older age, and higher pre-TIPS MELD scores were associated with top quartile (≥32%) platelet increase in the entire cohort, whereas only older age was associated with this outcome in the patient subset with a pre-TIPS platelet count of ≤50 × 109/L.
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Affiliation(s)
- Randi J Wong
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of California San Francisco, San Francisco, California
| | - Jin Ge
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of California San Francisco, San Francisco, California
| | - Justin Boike
- Division of Gastroenterology and Hepatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Margarita German
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Giuseppe Morelli
- Division of Gastroenterology, Hepatology, Department of Medicine, and Nutrition, University of Florida Health, Gainesville, Florida
| | - Erin Spengler
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Adnan Said
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Archita Desai
- Division of Gastroenterology and Hepatology, Indiana University, Indianapolis, Indiana
| | - Thomas Couri
- Section of Gastroenterology, Hepatology & Nutrition, Department of Medicine, The University of Chicago Pritzker School of Medicine, Chicago, Illinois
| | - Sonali Paul
- Section of Gastroenterology, Hepatology & Nutrition, Department of Medicine, The University of Chicago Pritzker School of Medicine, Chicago, Illinois
| | - Catherine Frenette
- Department for Organ and Cell Transplantation, The Scripps Clinic, La Jolla, California
| | - Elizabeth C Verna
- Department of Medicine, Center for Liver Disease and Transplantation, Columbia University College of Physicians & Surgeons, New York, New York
| | - Aparna Goel
- Department of Internal Medicine, Banner University Medical Center, University of Arizona College of Medicine-Phoenix, Phoenix, Arizona
| | - Michael Fallon
- Department of Internal Medicine, Banner University Medical Center, University of Arizona College of Medicine-Phoenix, Phoenix, Arizona
| | - Bartley Thornburg
- Division of Vascular Interventional Radiology, Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Lisa VanWagner
- Division of Gastroenterology and Hepatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Jennifer C Lai
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of California San Francisco, San Francisco, California
| | - K Pallav Kolli
- Division of Interventional Radiology, Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, California.
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Yoshida H, Ohki T, Kanezaki M, Teratani T, Sato S, Obi S, Sato T, Akamatsu M, Uchino K, Taniguchi H. A study on prevention of bleeding complications using lusutrombopag for safe RFA in patients with hepatocellular carcinoma with low platelet counts: prospective observational study. BMC Gastroenterol 2023; 23:250. [PMID: 37488476 PMCID: PMC10364390 DOI: 10.1186/s12876-023-02879-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 07/11/2023] [Indexed: 07/26/2023] Open
Abstract
BACKGROUND Platelet (PLT) transfusion was the most practical way to increase patients' PLT counts before invasive hepatic procedures such as radiofrequency ablation (RFA) for hepatocellular carcinoma (HCC). A novel drug that raises the PLT count by acting on the thrombopoietin receptor has recently become available. METHODS Lusutrombopag 3 mg was administered daily for 7 days to patients who underwent RFA for liver tumors with low PLT counts (< 50,000 PLT µL- 1). We collected demographic data concerning the patients' liver function and PLT counts. RESULTS Lusutrombopag was administered to 91 patients, with a median age of 71 years (range 51-86). Forty-two patients had hepatitis C, 12 had hepatitis B, 21 had alcoholic liver disease, 11 had nonalcoholic steatohepatitis, and five had other diseases. The median Child-Pugh score was 7 (range 5-11). Thirty-seven patients had stage I tumors, 41 had Stage II, 12 had stage III, and one had stage IV. PLT count was elevated from 4.4 × 104 ± 1.4 × 104 to 8.6 × 104 ± 2.5 × 104 PLT µL- 1. Lusutrombopag administration prevented PLT transfusions in 84/91 patients (92%). No patient had bleeding complications after RFA. One had portal thrombosis after lusutrombopag administration. Patients who achieved PLT counts of > 50,000 PLT µL- 1 had higher PLT counts before lusutrombopag administration. The degree of splenomegaly did not affect the rate of PLT count elevation. There was no specific adverse effect by administrating lusutrombopag for patients with PLT counts of around 50,000 µL- 1 but > 50,000 µL- 1. CONCLUSIONS Lusutrombopag administration before RFA was effective and seemed to be relatively safe for hepatocellular carcinoma patients with low PLT counts. TRIAL REGISTRATION This study was approved by Japanese Red Cross Medical Center Institutional Reseach Comittie (#862, 07/03/2016), and was registered in a publically accessible primary register (#UMIN000046629, registered date: 14/01/2022).
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Affiliation(s)
- Hideo Yoshida
- Dept. of Gastroenterology and Hepatology, Japanese Red Cross Medical Center, Tokyo, Japan.
| | - Takamasa Ohki
- Division of Gastroenterological Medicine, Mitsui Memorial Hospital, Tokyo, Japan
| | - Mineo Kanezaki
- Dept. of Gastroenterology, NTT Medical Center Tokyo, Tokyo, Japan
| | - Takuma Teratani
- Dept. of Gastroenterology, NTT Medical Center Tokyo, Tokyo, Japan
| | - Shinpei Sato
- Dept. of Gastroenterology and Hepatology, Kyoundo Hospital, Tokyo, Japan
| | - Shuntaro Obi
- Dept of Gastroenterology, Teikyo University Chiba Medical Center, Ichihara, Chiba, Japan
| | - Takahisa Sato
- Dept of Gastroenterology, Teikyo University Chiba Medical Center, Ichihara, Chiba, Japan
| | | | - Koji Uchino
- Dept. of Gastroenterology and Hepatology, Japanese Red Cross Medical Center, Tokyo, Japan
| | - Hiroyoshi Taniguchi
- Dept. of Gastroenterology and Hepatology, Japanese Red Cross Medical Center, Tokyo, Japan
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Zhou J, Li X, Wang M, Gu C, Liu J. Platelet-to-Monocyte Ratio as a Novel Promising Agent for the Prognosis of Hepatitis B Virus-Associated Decompensated Cirrhosis. Can J Gastroenterol Hepatol 2023; 2023:6646156. [PMID: 37485072 PMCID: PMC10361825 DOI: 10.1155/2023/6646156] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 06/02/2023] [Accepted: 07/04/2023] [Indexed: 07/25/2023] Open
Abstract
Aim The present study aimed at investigating associations of the platelet-to-monocyte ratio (PMR), a novel hematological indicator of inflammatory responses with 30-day outcomes in patients with HBV-associated decompensated cirrhosis (HBV-DeCi). Methods We recruited 329 patients with HBV-DeCi for this retrospective study and extracted baseline clinical data and laboratory characteristics from medical records. Univariate and multivariate analyses were performed to determine major factors influencing 30-day mortality. Receiver operating characteristic curve analysis was performed to compare the predictive values of prognostic markers. Results During the 30-day follow-up period, 21 (6.4%) patients died. The PMR was significantly different between nonsurvivors and survivors. Lower PMR was found to be associated with an increased risk of 30-day mortality, and PMR (odds ratio: 1.011; 95% CI: 1.003-1.019; P=0.005) was found to be an independent predictor of 30-day mortality in patients with HBV-DeCi with a significant predictive value (AUC = 0.826, 95% CI: 0.781-0.865). The combination of PMR and MELD score could improve prognostic accuracy in these patients (AUC = 0.911, 95% CI: 0.876-0.940). Conclusions Our results demonstrate that low PMR may be an independent predictor of 30-day mortality in patients with HBV-DeCi, and combined with the MELD score, it may be useful to complement other conventional measures to enable effective management of these patients.
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Affiliation(s)
- Jun Zhou
- Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
- Branch of National Clinical Research Center for Laboratory Medicine, Nanjing, Jiangsu, China
| | - Xin Li
- Department of Laboratory Medicine, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou, Jiangsu, China
| | - Min Wang
- Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
- Branch of National Clinical Research Center for Laboratory Medicine, Nanjing, Jiangsu, China
| | - Chunrong Gu
- Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
- Branch of National Clinical Research Center for Laboratory Medicine, Nanjing, Jiangsu, China
| | - Jingping Liu
- Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
- Branch of National Clinical Research Center for Laboratory Medicine, Nanjing, Jiangsu, China
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Li J, Han KX, Shen JP, Sun WJ, Gao L, Gao YF. Value of XGBoost machine learning model for diagnosis of hepatitis B cirrhosis. Shijie Huaren Xiaohua Zazhi 2023; 31:544-554. [DOI: 10.11569/wcjd.v31.i13.544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 05/25/2023] [Accepted: 06/21/2023] [Indexed: 07/08/2023] Open
Abstract
BACKGROUND The progression of chronic hepatitis B into cirrhosis is slow and easily ignored, and the construction of a noninvasive diagnostic model for cirrhosis based on routine clinical indicators has become a hot research topic. However, there is still a lack of machine learning models regarding the early diagnosis of cirrhosis.
AIM To investigate the performance of the extreme gradient boosting (XGBoost) machine model in the diagnosis of hepatitis B cirrhosis.
METHODS A retrospective analysis was performed on 1087 patients with chronic hepatitis B virus infection (CHBV) diagnosed for the first time at the Department of Infection, The First/Second Affiliated Hospital of Anhui Medical University from 2010 to 2018. The patients were divided into training and validation sets in a 3:1 ratio according to the randomization principle. Clinical data of all study participants were collected and prediction models were constructed using XGBoost machine learning model. Meanwhile, the aspartate aminotransferase/platelet ratio index (APRI) and fibrosis-4 index (FIB-4) scores were calculated and compared with the XGBoost machine learning model. Area under the curve (AUC) was used to assess the model discrimination, and calibration curve (CA) and decision curve analysis (DCA) were used to assess the model calibration and benefit.
RESULTS A total of 1087 CHBV patients were included, including 817 in the training set and 270 in the validation set. There was no statistical difference between the training and validation sets for all predictor variables (P > 0.05). Cirrhosis occurred in 103 patients in the training set, and APRI and FIB-4 scores were significantly higher in cirrhotic patients than in non-cirrhotic patients (P < 0.05). The relative importance of platelets was the highest among all predictors. The AUCs of the model in the training and validation sets were 0.95 and 0.86 (P < 0.05), respectively, and the Kappa values were 0.78 and 0.74, which suggested that the model was reproducible. CA curve analysis indicated that the model predicted a high degree of agreement with the true situation fit. DCA of the training and validation sets implied that the developed model could result in a high degree of benefit for patients. XGBoost machine learning model was significantly more efficient for the diagnosis of cirrhosis than APRI and FIB-4 scores.
CONCLUSION The XGBoost machine learning model constructed in this study based on common clinical information of CHBV patients has an excellent performance for the diagnosis of cirrhosis and deserves further clinical promotion.
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Affiliation(s)
- Ji Li
- Department of Infection, The First Affiliated Hospital of Anhui Medical University, Hefei 230032, Anhui Province, China
| | - Ke-Xing Han
- Department of Infection, The First Affiliated Hospital of Anhui Medical University, Hefei 230032, Anhui Province, China
| | - Jia-Pei Shen
- Department of Infection, The First Affiliated Hospital of Anhui Medical University, Hefei 230032, Anhui Province, China
| | - Wei-Jie Sun
- Department of Infection, The First Affiliated Hospital of Anhui Medical University, Hefei 230032, Anhui Province, China
| | - Long Gao
- Department of Infection, The First Affiliated Hospital of Anhui Medical University, Hefei 230032, Anhui Province, China
| | - Yu-Feng Gao
- Department of Infection, The First Affiliated Hospital of Anhui Medical University, Hefei 230032, Anhui Province, China
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Tajiri K, Okada K, Ito H, Kawai K, Kashii Y, Tokimitsu Y, Muraishi N, Murayama A, Hayashi Y, Minemura M, Takahara T, Shimizu Y, Yasuda I. Long term changes in thrombocytopenia and leucopenia after HCV eradication with direct-acting antivirals. BMC Gastroenterol 2023; 23:182. [PMID: 37231349 DOI: 10.1186/s12876-023-02829-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 05/22/2023] [Indexed: 05/27/2023] Open
Abstract
BACKGROUND Thrombocytopenia due to hypersplenism is a major complication of hepatitis C virus (HCV)-associated cirrhosis. HCV eradication improves these complications in some patients, but the long-term effects of HCV eradication on these complications remain unclear, especially in patients treated with direct acting antivirals (DAAs). The aim was to evaluate long term changes in thrombocytopenia and leucopenia after HCV eradication with DAAs. METHODS The present multicenter study retrospectively evaluated changes over 5 years in thrombocytopenia and leukocytopenia, as well as changes in liver fibrosis markers and spleen size, in 115 patients with HCV-cirrhosis treated with DAAs. RESULTS Thrombocytopenia and leukocytopenia were improved 4 weeks after DAA administration, with thrombocytopenia show further gradual improvement over the next year. Fib-4 index was markedly reduced 1 year after DAA, followed by subsequent gradual reduction over the next 4 years. Spleen size showed gradual annual reductions, with patients experiencing spleen size reduction characterized at baseline by bilirubinemia. CONCLUSIONS Rapid DAA-associated HCV eradication might lead to rapid disappearance of liver inflammation and bone marrow suppression due to HCV infection. HCV eradication may gradually improve portal hypertension, reducing spleen size.
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Affiliation(s)
- Kazuto Tajiri
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan.
| | - Kazuhiko Okada
- Gastroenterology, Toyama Red Cross Hospital, Toyama, 930-8562, Japan
| | - Hiroyuki Ito
- Gastroenterology, Takaoka Municipal Hospital, Takaoka, 933-8550, Japan
| | - Kengo Kawai
- Gastroenterology, Nanto Municipal Hospital, Nanto, 932-0211, Japan
| | - Yoshiro Kashii
- Gastroenterology, Saiseikai Toyama Hospital, Toyama, 931-8533, Japan
| | | | - Nozomu Muraishi
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan
| | - Aiko Murayama
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan
| | - Yuka Hayashi
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan
| | - Masami Minemura
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan
| | - Terumi Takahara
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan
| | - Yukihiro Shimizu
- Gastroenterology, Nanto Municipal Hospital, Nanto, 932-0211, Japan
| | - Ichiro Yasuda
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan
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Lingas EC. Hematological Abnormalities in Cirrhosis: A Narrative Review. Cureus 2023; 15:e39239. [PMID: 37337504 PMCID: PMC10277171 DOI: 10.7759/cureus.39239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/18/2023] [Indexed: 06/21/2023] Open
Abstract
Liver cirrhosis remains a major public health issue. Liver fibrosis leading to cirrhosis is the terminal stage of various chronic liver diseases. Inflammatory cytokines are involved in the pathogenesis. Patients with cirrhosis often have hematological abnormalities, such as anemia and thrombocytopenia, which have multifactorial etiologies. Anemia in cirrhosis could be related to bleeding leading to iron deficiency anemia or other nutritional anemia such as vitamin B12 and folate deficiency. The pathophysiology of thrombocytopenia in liver cirrhosis has been postulated to range from splenic sequestration to bone marrow suppression from toxic agents, such as alcohol. It often complicates management due to the risk of bleeding with severely low platelets. This review aimed to highlight pathogenesis of liver cirrhosis, hematological abnormalities in liver cirrhosis, and their clinical significance.
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Zhang Z, Zhang E. Conversion therapy for advanced hepatocellular carcinoma with vascular invasion: a comprehensive review. Front Immunol 2023; 14:1073531. [PMID: 37180144 PMCID: PMC10169581 DOI: 10.3389/fimmu.2023.1073531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 04/12/2023] [Indexed: 05/15/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common type of liver cancer and has a high mortality rate worldwide. The percentage of HCC patients with vascular invasion at the time of initial HCC diagnosis is 10%-40%. According to most guidelines, HCC with vascular invasion is classified as advanced stage, and resection is only suggested for a minority of such patients. Recently, advances in systemic and locoregional treatments for such patients have resulted in amazing response rates. Therefore, a "conversion therapy" strategy including systemic and locoregional treatments is proposed to select patients from an initially unresectable state to eventually undergo R0 resection. Recently, many studies have proven that conversion therapy followed by subsequent surgery is achievable in well-selected advanced HCC patients and can provide prolonged long-term outcomes. Based on published research, this review has summarized the clinical experience and evidence of conversion treatment in HCC patients with vascular invasion.
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Affiliation(s)
| | - Erlei Zhang
- Research Laboratory and Hepatic Surgery Center, Department of Hepatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Cancino J, Lazo S, Fonseca D. [Stomatological management of patients with liver disease: a review of the literature]. REVISTA CIENTÍFICA ODONTOLÓGICA 2023; 11:e153. [PMID: 38288454 PMCID: PMC10809970 DOI: 10.21142/2523-2754-1102-2023-153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 05/28/2023] [Indexed: 01/31/2024] Open
Abstract
Introduction The liver is the organ responsible for the metabolism of nutrients, some drugs, and the production of coagulation factors. According to the World Health Organization, approximately 23 million people worldwide are diagnosed with liver disease each year. As a result, it is common for dentists to encounter these patients on a daily basis in their practice. The objective of this review is to establish the dental management of patients with liver disease. Material and methods A manual literature search was conducted using the indexed articles in PUBMED and EBSCO databases using the keywords "oral surgery," AND "liver disease," AND "hepatic cirrhosis," AND "dental management". Results Patients with liver disease present important characteristics for the dentist, which must be recognized in order to perform procedures with the lowest risk of intraoperative and postoperative complications. A patient with poorly controlled underlying liver disease is more prone to infections and bleeding, which implies a high risk of morbidity. Conclusions Dental care for patients with liver disease should be assessed according to the reason for consultation, control of the disease, the complexity of the procedure to be performed, and both intraoperative and postoperative hemostatic measures. All necessary hemostatic measures should be considered and dose adjustments should be considered in the use of NSAIDs.
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Affiliation(s)
- Javiera Cancino
- Facultad de Odontología, Universidad Finis Terrae. Santiago, Chile. Universidad Finis Terrae Facultad de Odontología Universidad Finis Terrae Santiago Chile
| | - Sebastián Lazo
- Facultad de Odontología, Universidad Finis Terrae. Santiago, Chile. Universidad Finis Terrae Facultad de Odontología Universidad Finis Terrae Santiago Chile
| | - Diego Fonseca
- Facultad de Odontología, Universidad del Desarrollo. Santiago, Chile. Universidad del Desarrollo Facultad de Odontología Universidad del Desarrollo Santiago Chile
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Biolato M, Vitale F, Galasso T, Gasbarrini A, Grieco A. Minimum platelet count threshold before invasive procedures in cirrhosis: Evolution of the guidelines. World J Gastrointest Surg 2023; 15:127-141. [PMID: 36896308 PMCID: PMC9988645 DOI: 10.4240/wjgs.v15.i2.127] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 12/09/2022] [Accepted: 02/07/2023] [Indexed: 02/27/2023] Open
Abstract
Cirrhotic patients with severe thrombocytopenia are at increased risk of bleeding during invasive procedures. The need for preprocedural prophylaxis aimed at reducing the risk of bleeding in cirrhotic patients with thrombocytopenia who undergo scheduled procedures is assessed via the platelet count; however, establishing a minimum threshold considered safe is challenging. A platelet count ≥ 50000/μL is a frequent target, but levels vary by provider, procedure, and specific patient. Over the years, this value has changed several times according to the different guidelines proposed in the literature. According to the latest guidelines, many procedures can be performed at any level of platelet count, which should not necessarily be checked before the procedure. In this review, we aim to investigate and describe how the guidelines have evolved in recent years in the evaluation of the minimum platelet count threshold required to perform different invasive procedures, according to their bleeding risk.
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Affiliation(s)
- Marco Biolato
- Department of Medical and Surgical Sciences, CEMAD, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome 00168, Italy
- Department of Internal Medicine, Catholic University of Sacred Heart, Rome 00168, Italy
| | - Federica Vitale
- Department of Internal Medicine, Catholic University of Sacred Heart, Rome 00168, Italy
| | - Tiziano Galasso
- Department of Internal Medicine, Catholic University of Sacred Heart, Rome 00168, Italy
| | - Antonio Gasbarrini
- Department of Medical and Surgical Sciences, CEMAD, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome 00168, Italy
- Department of Internal Medicine, Catholic University of Sacred Heart, Rome 00168, Italy
| | - Antonio Grieco
- Department of Medical and Surgical Sciences, CEMAD, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome 00168, Italy
- Department of Internal Medicine, Catholic University of Sacred Heart, Rome 00168, Italy
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40
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Lee CH, Shen CH, Yen CL, Yen TH, Hsieh SY. Discontinuing Hepatitis Activity Reduced Hepatocellular Carcinoma Recurrence after Primary Curative Therapy. J Pers Med 2023; 13:jpm13030397. [PMID: 36983579 PMCID: PMC10052208 DOI: 10.3390/jpm13030397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 02/20/2023] [Accepted: 02/22/2023] [Indexed: 02/26/2023] Open
Abstract
Background: Hepatocellular carcinoma (HCC) tends to recur after curative treatment. This study aimed to identify the clinical factors associated with HCC recurrence after initial curative therapy. Methods: We retrospectively included patients with early stage HCC Barcelona Clinic Liver Cancer (BCLC) stages 0 and A who received curative surgical resection or local ablation at three different Chang Gung Memorial Hospitals in Taiwan (527 patients from Linkou, 150 patients from Keelung, and 127 patients from Chiayi) from 2000 to 2009. Pretreatment clinical data were subjected to univariate and multivariate logistic analyses to identify the risk factors for HCC recurrence within five years after the primary curative treatment. Recurrence and survival rates were assessed using Kaplan–Meier curves and log-rank tests. Results: Patients with a history of nucleoside analog or peg-interferon treatment for hepatitis B or hepatitis C infection had lower HCC recurrence rates than did those without such treatment. By contrast, alcohol drinking habits (p = 0.0049, hazard ratio (HR): 1.508, 95%CI: 1.133–2.009), a platelet count of < 14 × 104/μL (p = 0.003, HR: 1.533, 95%CI: 1.155–2.035), and a serum alanine aminotransferase level > 40 U/L (p = 0.0450, HR: 1.305, 95%CI: 1.006–1.694) were independent risk factors for HCC recurrence. The five-year HCC recurrence rates did not differ between patients who received either local radiofrequency ablation or surgical resection at BCLC stages 0 and A. Conclusions: Factors contributing to persistent hepatitis activity and advanced fibrosis precipitate tumor recurrence. Active intervention to discontinue liver injury or hepatitis could reduce HCC recurrence.
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Affiliation(s)
- Chern-Horng Lee
- Division of General Internal Medicine and Geriatrics, Chang Gung Memorial Hospital, Linkou Branch, Taoyuan 333, Taiwan
| | - Chien-Heng Shen
- Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital, Chiayi Branch, Chiayi 613, Taiwan
| | - Cho-Li Yen
- Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital, Keelung Branch, Keelung 204, Taiwan
| | - Tzung-Hai Yen
- College of Medicine, Chang Gung University, Taoyuan 333, Taiwan
- Department of Nephrology, Chang Gung Memorial Hospital, Linkou Branch, Taoyuan 333, Taiwan
| | - Sen-Yung Hsieh
- College of Medicine, Chang Gung University, Taoyuan 333, Taiwan
- Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital, Linkou Branch, Taoyuan 333, Taiwan
- Correspondence: or ; Tel.: +886-9753-68031
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41
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Chen Y, Yang C, Huang S, Liu J, Wang Y, Zhou C, Li T, Wang C, Ju S, Bai Y, Yao W, Xiong B. The impact of thrombocytopenia on variceal bleeding in cirrhotic patients with transjugular intrahepatic portosystemic shunt. Sci Rep 2023; 13:1633. [PMID: 36717590 PMCID: PMC9886967 DOI: 10.1038/s41598-023-28646-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Accepted: 01/23/2023] [Indexed: 01/31/2023] Open
Abstract
Thrombocytopenia is the most frequent haematologic disorder in patients with cirrhosis, and it is perceived as a contributory factor for bleeding events. Cirrhosis patients with portal hypertension (PHT) is often accompanied with mild to moderate thrombocytopenia when they treated with transjugular intrahepatic portosystemic shunt (TIPS). To address whether the risk of variceal hemorrhage after TIPS varies with different platelet count in patients with normal platelet count and thrombocytopenia, we conducted the retrospective controlled study to evaluate the association of platelet count with the risk of variceal bleeding after TIPS. 304 patients were selected to the study. Propensity score matching was performed to adjust for potential selection bias. 63 patients from each group could be paired. Cox proportional hazards models were used to evaluate the association between platelet and variceal bleeding after TIPS. Platelet counts of two groups are 185.0 ± 98.7 × 109/L (normal platelet count) and 70.6 ± 39.3 × 109/L (thrombocytopenia) respectively. The bleeding rates of two groups in overall cohort are 10.9% (normal platelet count) and 12.9% (thrombocytopenia). After matched, the bleeding rates of two groups are 11.1% (normal platelet count) and 14.3% (thrombocytopenia) There was no statistically significant difference in bleeding rates between the two groups, either in the whole cohort (P = 0.671) or in the matched cohort (P = 0.593). Platelet count was not associated with bleeding events after TIPS (hazard ratio (HR) 95% confidence interval: 0.986-1.005, P = 0.397 in normal platelet count and 95% confidence interval: 0.968-1.020, P = 0.648 in thrombocytopenia). Thrombocytopenia in patients with cirrhosis was not associated with the risk of variceal bleeding episodes post-TIPS. Thrombocytopenia should not be viewed as an absolute contraindication for TIPS.
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Affiliation(s)
- Yang Chen
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1277 Jiefang Avenue, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Chongtu Yang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1277 Jiefang Avenue, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Songjiang Huang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1277 Jiefang Avenue, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Jiacheng Liu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1277 Jiefang Avenue, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Yingliang Wang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1277 Jiefang Avenue, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Chen Zhou
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1277 Jiefang Avenue, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Tongqiang Li
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1277 Jiefang Avenue, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Chaoyang Wang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1277 Jiefang Avenue, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Shuguang Ju
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1277 Jiefang Avenue, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Yaowei Bai
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1277 Jiefang Avenue, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Wei Yao
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1277 Jiefang Avenue, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Bin Xiong
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1277 Jiefang Avenue, Wuhan, 430022, China. .,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China.
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Mayne ES, George JA, Louw S. Assessing Biomarkers in Viral Infection. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2023; 1412:159-173. [PMID: 37378766 DOI: 10.1007/978-3-031-28012-2_8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/29/2023]
Abstract
Current biomarkers to assess the risk of complications of both acute and chronic viral infection are suboptimal. Prevalent viral infections like human immunodeficiency virus (HIV), hepatitis B and C virus, herpes viruses, and, more recently, severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) may be associated with significant sequelae including the risk of cardiovascular disease, other end-organ diseases, and malignancies. This review considers some biomarkers which have been investigated in diagnosis and prognosis of key viral infections including inflammatory cytokines, markers of endothelial dysfunction and activation and coagulation, and the role that more conventional diagnostic markers, such as C-reactive protein and procalcitonin, can play in predicting these secondary complications, as markers of severity and to distinguish viral and bacterial infection. Although many of these are still only available in the research setting, these markers show promise for incorporation in diagnostic algorithms which may assist to predict adverse outcomes and to guide therapy.
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Affiliation(s)
- Elizabeth S Mayne
- Division of Immunology, Department of Pathology, Faculty of Health Sciences, University of Cape Town and National Health Laboratory Service, Cape Town, South Africa.
| | - Jaya A George
- National Health Laboratory Service and Wits Diagnostic Innovation Hub, University of Witwatersrand, Johannesburg, South Africa
| | - Susan Louw
- Department of Molecular Medicine and Haematology, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand and National Health Laboratory Service, Johannesburg, South Africa
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Vörös K, Márkus B, Atzél K, Szalay F, Gráf L, Németh D, Masszi T, Torzsa P, Kalabay L. Serum fetuin-A is decreased in cirrhotic patients with Wilson's disease. PLoS One 2023; 18:e0282801. [PMID: 36881584 PMCID: PMC9990947 DOI: 10.1371/journal.pone.0282801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 02/23/2023] [Indexed: 03/08/2023] Open
Abstract
INTRODUCTION Wilson's disease may lead to cirrhosis, but timely medical treatment could slow down its progression. Clinical markers helping early diagnosis are essential. Decreased fetuin-A concentration has been reported in cirrhosis of different etiologies. The aim of this study was to investigate whether decreased serum fetuin-A concentration could identify patients with Wilson's disease who developed cirrhosis. MATERIALS AND METHODS In this cross-sectional study we determined the serum fetuin-A concentration of 50 patients with Wilson's disease. We analyzed the data of patients with liver involvement, comparing cirrhotic and non-cirrhotic patients. RESULTS Among patients with liver involvement those with cirrhosis had significantly lower fetuin-A and albumin level, white blood cell and platelet count. Fetuin-A negatively correlated with disease duration, bilirubin level, positively with total protein and albumin concentration, but not with copper and ceruloplasmin concentrations or markers of systemic inflammation. In multivariate analysis with fetuin-A and the Nazer score or its parameters only fetuin-A was a significant determinant of having cirrhosis. In receiver operator curve analysis among patients with liver involvement the fetuin-A level of 523 μg/ml was associated with cirrhosis with 82% sensitivity and 87% specificity. The presence of the H1069Q mutation was not associated with alteration in fetuin-A concentration. CONCLUSIONS The serum concentration of fetuin-A is a sensitive marker of liver cirrhosis in Wilson's disease, independently of the H1069Q mutation, ceruloplasmin concentration or systemic inflammation.
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Affiliation(s)
- Krisztián Vörös
- Department of Family Medicine, Semmelweis University, Budapest, Hungary
- * E-mail:
| | - Bernadett Márkus
- Department of Family Medicine, Semmelweis University, Budapest, Hungary
| | - Klára Atzél
- Department of Family Medicine, Semmelweis University, Budapest, Hungary
| | - Ferenc Szalay
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - László Gráf
- Department of Internal Medicine and Hematology, Semmelweis University, Budapest, Hungary
| | - Dániel Németh
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Tamás Masszi
- Department of Internal Medicine and Hematology, Semmelweis University, Budapest, Hungary
| | - Péter Torzsa
- Department of Family Medicine, Semmelweis University, Budapest, Hungary
| | - László Kalabay
- Department of Family Medicine, Semmelweis University, Budapest, Hungary
- Department of Internal Medicine and Hematology, Semmelweis University, Budapest, Hungary
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Huang L, Yu Q, Peng H, Zhen Z. Alterations of gut microbiome and effects of probiotic therapy in patients with liver cirrhosis: A systematic review and meta-analysis. Medicine (Baltimore) 2022; 101:e32335. [PMID: 36595801 PMCID: PMC9794299 DOI: 10.1097/md.0000000000032335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Alterations in the gut microbiome usually occur in liver cirrhosis. Gut microbiome dysregulation damages the liver and accelerates the development of liver fibrosis. Probiotic treatment has gradually become a major method for improving the prognosis of liver cirrhosis and reducing its complications. However, alterations in the gut microbiome have revealed different results, and the therapeutic effects of various probiotics are inconsistent. METHODS We searched the PubMed, Medline, EMBASE, ScienceDirect, and Cochrane databases up to August 2022 and conducted a systematic review and meta-analysis of 17 relevant studies. RESULTS The counts of Enterobacter (standardized mean difference [SMD] -1.79, 95% confidence interval [CI]: -3.08 to -0.49) and Enterococcus (SMD -1.41, 95% CI: -2.26 to -0.55) increased significantly in patients with cirrhosis, while the counts of Lactobacillus (SMD 0.63, 95% CI: 0.12-1.15) and Bifidobacterium (SMD 0.44, 95% CI: 0.12-0.77) decreased significantly. Blood ammonia (weighted mean difference [WMD] 14.61, 95% CI: 7.84-21.37) and the incidence of hepatic encephalopathy (WMD 0.40, 95% CI: 0.27-0.61) were significantly decreased in the probiotic group. As for mortality (MD 0.75, 95% CI: 0.48-1.16) and the incidence of spontaneous bacterial peritonitis (WMD -0.02, 95% CI: -0.07 to 0.03), no significant differences were found between the probiotic and placebo groups. CONCLUSION In summary, the gut microbiome in cirrhosis manifests as decreased counts of Lactobacillus and Bifidobacterium and increased counts of Enterobacter and Enterococcus. Targeted supplementation of probiotics in cirrhosis, including Lactobacillus combined with Bifidobacterium or Bifidobacterium alone, can reduce blood ammonia and the incidence of hepatic encephalopathy. The effect is similar to that of lactulose, but it has no obvious effect on mortality and spontaneous bacterial peritonitis.
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Affiliation(s)
- Long Huang
- Department of No. 1 Surgery, The First Hospital Affiliated to Anhui University of Traditional Chinese Medicine, Hefei, Anhui Province, China
- * Correspondence: Long Huang, The First Hospital Affiliated to Anhui University of Traditional Chinese Medicine, No. 117 Meishan Road, Hefei, Anhui Province 230031, China (e-mail: )
| | - Qingsheng Yu
- Department of No. 1 Surgery, The First Hospital Affiliated to Anhui University of Traditional Chinese Medicine, Hefei, Anhui Province, China
| | - Hui Peng
- Department of No. 1 Surgery, The First Hospital Affiliated to Anhui University of Traditional Chinese Medicine, Hefei, Anhui Province, China
| | - Zhou Zhen
- Department of Surgery, The Second Hospital Affiliated to Anhui University of Traditional Chinese Medicine, Hefei, Anhui Province, China
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45
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New Prediction Model for Platelet Increase After Non-Trauma Splenectomy. Indian J Surg 2022. [DOI: 10.1007/s12262-022-03644-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
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46
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Lim HI, Cuker A. Thrombocytopenia and liver disease: pathophysiology and periprocedural management. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2022; 2022:296-302. [PMID: 36485111 PMCID: PMC9820432 DOI: 10.1182/hematology.2022000408] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Abnormal bleeding in patients with liver disease may result from elevated portal pressure and varix formation, reduced hepatic synthesis of coagulation proteins, qualitative platelet dysfunction, and/or thrombocytopenia. Major mechanisms of thrombocytopenia in liver disease include splenic sequestration and impaired platelet production due to reduced thrombopoietin production. Alcohol and certain viruses may induce marrow suppression. Immune thrombocytopenia (ITP) may co-occur in patients with liver disease, particularly those with autoimmune liver disease or chronic hepatitis C. Drugs used for the treatment of liver disease or its complications, such as interferon, immunosuppressants, and antibiotics, may cause thrombocytopenia. Periprocedural management of thrombocytopenia of liver disease depends on both individual patient characteristics and the bleeding risk of the procedure. Patients with a platelet count higher than or equal to 50 000/µL and those requiring low-risk procedures rarely require platelet-directed therapy. For those with a platelet count below 50 000/µL who require a high-risk procedure, platelet-directed therapy should be considered, especially if the patient has other risk factors for bleeding, such as abnormal bleeding with past hemostatic challenges. We often target a platelet count higher than or equal to 50 000/µL in such patients. If the procedure is elective, we prefer treatment with a thrombopoietin receptor agonist; if it is urgent, we use platelet transfusion. In high-risk patients who have an inadequate response to or are otherwise unable to receive these therapies, other strategies may be considered, such as a trial of empiric ITP therapy, spleen-directed therapy, or transjugular intrahepatic portosystemic shunt placement.
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Affiliation(s)
- Hana I Lim
- Department of Medicine, Weill Cornell Medicine, New York, NY
| | - Adam Cuker
- Department of Medicine and Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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47
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Lopez-Delgado JC, Putzu A, Landoni G. The importance of liver function assessment before cardiac surgery: A narrative review. Front Surg 2022; 9:1053019. [PMID: 36561575 PMCID: PMC9764862 DOI: 10.3389/fsurg.2022.1053019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 11/15/2022] [Indexed: 12/12/2022] Open
Abstract
The demand for cardiac surgery procedures is increasing globally. Thanks to an improvement in survival driven by medical advances, patients with liver disease undergo cardiac surgery more often. Liver disease is associated with the development of heart failure, especially in patients with advanced cirrhosis. Cardiovascular risk factors can also contribute to the development of both cardiomyopathy and liver disease and heart failure itself can worsen liver function. Despite the risk that liver disease and cirrhosis represent for the perioperative management of patients who undergo cardiac surgery, liver function is often not included in common risk scores for preoperative evaluation. These patients have worse short and long-term survival when compared with other cardiac surgery populations. Preoperative evaluation of liver function, postoperative management and close postoperative follow-up are crucial for avoiding complications and improving results. In the present narrative review, we discuss the pathophysiological components related with postoperative complications and mortality in patients with liver disease who undergo cardiac surgery and provide recommendations for the perioperative management.
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Affiliation(s)
- Juan C. Lopez-Delgado
- Hospital Clinic de Barcelona, Area de Vigilancia Intensiva (ICMiD), Barcelona, Spain,IDIBELL (Institut d’Investigació Biomèdica Bellvitge; Biomedical Investigation Institute of Bellvitge), L’Hospitalet de Llobregat, Barcelona, Spain,Correspondence: Juan C. Lopez-Delgado Alessandro Putzu
| | - Alessandro Putzu
- Division of Anesthesiology, Department of Acute Medicine, Geneva University Hospitals, Geneva, Switzerland,Correspondence: Juan C. Lopez-Delgado Alessandro Putzu
| | - Giovanni Landoni
- Department of Anesthesia and Intensive Care, IRCCS San Raffaele Scientific Institute, Milan, Italy,Vita-Salute San Raffaele University, Milan, Italy
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La Mura V, Bitto N, Tripodi A. Rational hemostatic management in cirrhosis: from old paradigms to new clinical challenges. Expert Rev Hematol 2022; 15:1031-1044. [PMID: 36342412 DOI: 10.1080/17474086.2022.2144217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
INTRODUCTION Patients with cirrhosis are at risk of both thrombotic and hemorrhagic events. Traditional hemostatic tests are inadequate to assess the complex and fragile balance of hemostasis in this setting, especially in advanced stages of disease such as decompensated cirrhosis or acute on chronic liver failure (ACLF). Furthermore, the indiscriminate use of pro-hemostatic agents for prophylaxis and treatment of bleeding episodes is still debated and often contraindicated. Alongside, splanchnic, and peripheral thrombotic events are frequent in this population and require management that involves a careful balance between risks and benefits of antithrombotic therapy. AREAS COVERED This review aims to address the state of the art on the clinical management of the hemostatic balance of cirrhosis in terms of established knowledge and future challenges. EXPERT OPINION The old paradigm of cirrhosis as a naturally anticoagulated condition has been challenged by more sophisticated global tests of hemostasis. Integrating this information in the clinical decision-making is still challenging for physicians and experts in hemostasis.
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Affiliation(s)
- Vincenzo La Mura
- Fondazione I.R.C.C.S. Ca' Granda, Ospedale Maggiore Policlinico, Angelo Bianchi Bonomi Hemophilia and Thrombosis Center, Milan, Italy.,Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Niccolò Bitto
- Fondazione I.R.C.C.S. Ca' Granda, Ospedale Maggiore Policlinico, Angelo Bianchi Bonomi Hemophilia and Thrombosis Center, Milan, Italy.,Department of Biomedical Sciences for Health, Università degli studi di Milano, Milan, Italy
| | - Armando Tripodi
- Fondazione I.R.C.C.S. Ca' Granda, Ospedale Maggiore Policlinico, Angelo Bianchi Bonomi Hemophilia and Thrombosis Center, Milan, Italy
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Airapetov MI, Eresko SO, Bychkov ER, Lebedev AA, Shabanov PD. Effect of Ethanol on Platelet Biology. BIOCHEMISTRY (MOSCOW), SUPPLEMENT SERIES B: BIOMEDICAL CHEMISTRY 2022. [DOI: 10.1134/s1990750822040023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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50
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Tsukui T, Koga H, Cazares J, Yamada S, Murakami H, Shibuya S, Nakamura H, Ochi T, Tsuboi K, Lane G, Tanaka N, Miyano G, Okazaki T, Urao M, Yamataka A. Biochemical Evaluation of Laparoscopic Portoenterostomy for Treating Biliary Atresia and Redo for Failed Portoenterostomy. J Laparoendosc Adv Surg Tech A 2022; 32:1212-1219. [PMID: 35939285 DOI: 10.1089/lap.2022.0245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Background: Postoperative outcomes of portoenterostomy (PE) and redo-PE were evaluated using selected biochemical markers (SBM) and biochemical status categories (BSC). Methods: Subjects were 70 consecutive PE performed for biliary atresia. SBM were aspartate aminotransferase (AST)/alanine aminotransferase (ALT), cholinesterase (ChE), and platelet count (PLT) assessed at 1, 2, 3, 6, and 12 months, and thence, annually for a maximum of 10 years. BSC were as follows: all SBM normal (N-SBM), normal AST/ALT (N-SLT), normal ChE (N-ChE), normal PC (N-PLT), all abnormal (A-SBM), abnormal AST/ALT (A-SLT), abnormal ChE (A-ChE), and abnormal PC (A-PLT). Subjects achieving jaundice clearance (JC) and surviving with native livers (SNL) also had gamma glutamyl transpeptidase assessed. Redo-PE indicated for failed PE was assessed postoperatively using the same SBM/BSC protocol. Results: PE were laparoscopic (LPE; n = 40) or open (OPE; n = 30). Mean age/weight at PE and duration of follow-up were similar. For JC, LPE = 34/40 (85.0%) and OPE = 22/30 (73.3%); P = .23. For SNL, LPE = 29/40 (72.5%) and OPE = 16/30 (53.3%); P = .10. LPE and OPE were similar for SBM/BSC, except for a single significant increase in ALT in OPE at 6 months. Redo-PE was performed 17-180 days (mean 67.1 days) after primary PE. AST was significantly increased at the last preredo assessment 3 months after primary PE; P < .05. After redo, AST decreased and SBM/BSC results were equivalent to nonredo subjects. Conclusion: Postoperative biochemical data for all PE cases were comparable; redo-PE would appear to be viable for restoring SBM, and AST could be valuable as a single marker of deterioration in redo cases.
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Affiliation(s)
- Takafumi Tsukui
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Hiroyuki Koga
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Joel Cazares
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan.,Department of Pediatric Surgery, Hospital Regional de Alta Especialidad Materno Infantil, Monterrey, Mexico
| | - Shunsuke Yamada
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Hiroshi Murakami
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Soichi Shibuya
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Hiroki Nakamura
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Takanori Ochi
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Koichi Tsuboi
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Geoffrey Lane
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Nana Tanaka
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Go Miyano
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Tadaharu Okazaki
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Masahiko Urao
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Atsuyuki Yamataka
- Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan
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