Nomogram Prediction for Postoperative Mortality of Orthotopic Liver Transplantation

被引:2
|
作者
Liu, Jialin [1 ,2 ]
Li, Jiacen [3 ,4 ]
Su, Wenjie [3 ,4 ]
Yang, Xi [3 ,4 ]
机构
[1] Sichuan Univ, West China Hosp, Informat Ctr, Chengdu, Sichuan, Peoples R China
[2] West China Med Sch, Dept Med Informat, Chengdu, Sichuan, Peoples R China
[3] Univ Elect Sci & Technol China, Sichuan Prov Peoples Hosp, Dept Anesthesiol, Chengdu, Peoples R China
[4] Chinese Acad Sci, Sichuan Translat Med Res Hosp, Chengdu, Peoples R China
关键词
Hepatic; Prediction model; Risk factors; Transplant; RISK-FACTORS; MORBID-OBESITY; TRACHEAL EXTUBATION; DONOR AGE; OUTCOMES; IMPACT; DISEASE; ANESTHESIA; PROGNOSIS; INFECTION;
D O I
10.6002/ect.2021.0431
中图分类号
R3 [基础医学]; R4 [临床医学];
学科分类号
1001 ; 1002 ; 100602 ;
摘要
Objectives: The purpose of this study was to assess and predict risk factors for death within 30 days after orthotopic liver transplant and to develop a nomogram to predict mortality after liver transplant. Materials and Methods: We retrospectively studied 185 patients who underwent orthotopic liver transplant at Sichuan Provincial People's Hospital from January 1, 2010, to December 31, 2018. Multivariable logistic regression analyses were used to identify independent risk factors. A nomogram model was developed to predict mortality after liver transplant. The performance of the prediction model was assessed and validated by receiver operating characteristic curve and bootstrap methods (1000 replications). Results: Multivariable logistic regression analyses revealed that tracheal extubation time, postoperative infection, and intraperitoneal hemorrhage posttransplant were independent risk factors for mortality after liver transplant. The receiver operating characteristic curve of the nomogram prediction model was 0.896 (96% CI, 0.803-0.989), and the mean absolute error of internal validation by bootstrap (1000 replications) was 0.019 (n = 184). These results showed that the nomogram model had an excellent prediction accuracy. Conclusions: A nomogram model can provide clinicians with an individualized risk assessment of perioperative mortality in liver transplant recipients.
引用
收藏
页码:1099 / 1104
页数:6
相关论文
共 50 条
  • [21] Predictors of intraoperative massive transfusion in orthotopic liver transplantation
    Alhamar, Mohamed
    Uzuni, Ajna
    Mehrotra, Harshita
    Elbashir, Jaber
    Galusca, Dragos
    Nagai, Shunji
    Yoshida, Atsushi
    Abouljoud, Marwan S.
    Otrock, Zaher K.
    TRANSFUSION, 2024, 64 (01) : 68 - 76
  • [22] Macrophage Migration Inhibitory Factor as a Potential Predictor for Requirement of Renal Replacement Therapy After Orthotopic Liver Transplantation
    Stefaniak, Joanna
    Schiefer, Judith
    Miller, Edmund John
    Krenn, Claus Georg
    Baron, David Marek
    Faybik, Peter
    LIVER TRANSPLANTATION, 2015, 21 (05) : 662 - 669
  • [23] A nomogram was developed using clinicopathological features to predict postoperative liver metastasis in patients with colorectal cancer
    Dou, Xinyu
    Xi, Jiaona
    Zheng, Gaozan
    Ren, Guangming
    Tian, Ye
    Dan, Hanjun
    Xie, Zhenyu
    Niu, Liaoran
    Duan, Lili
    Li, Ruikai
    Wu, Hongze
    Feng, Fan
    Zheng, Jianyong
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2023, 149 (15) : 14045 - 14056
  • [24] Preemptive Thoracic Drainage to Eradicate Postoperative Pulmonary Complications after Living Donor Liver Transplantation
    Imai, Daisuke
    Ikegami, Toru
    Toshima, Takeo
    Yoshizumi, Tomoharu
    Yamashita, Yo-ichi
    Ninomiya, Mizuki
    Harimoto, Norifumi
    Itoh, Shinji
    Uchiyama, Hideaki
    Shirabe, Ken
    Maehara, Yoshihiko
    JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2014, 219 (06) : 1134 - +
  • [25] Orthotopic liver transplantation: The first experience and results of the Vilnius University Hospital Santariskiu Klinikos
    Paskonis, Marius
    Masalaite, Laura
    Buivydiene, Arida
    Sokolovas, Vitalijus
    Jurgaitis, Jonas
    Jurevicius, Saulius
    Mikalauskas, Saulius
    Gutauskas, Marijus
    Spuras, Jonas
    Sarkaite, Renata
    Samuilis, Arturas
    Rutkauskaite, Dileta
    Misionis, Nerijus
    Dukstaite, Asta
    Serpytis, Mindaugas
    Kekstas, Gintautas
    Rainiene, Tatjana
    Barakauskiene, Ausrine
    Valantinas, Jonas
    Strupas, Kestutis
    ANNALS OF TRANSPLANTATION, 2010, 15 (01) : 14 - 24
  • [26] Prediction of postoperative pancreatic fistula using a nomogram based on the updated definition
    Guo, Cheng-Xiang
    Shen, Yi-Nan
    Zhang, Qi
    Zhang, Xiao-Zhen
    Wang, Jun-Li
    Gao, Shun-Liang
    Lou, Jian-Ying
    Que, Ri-Sheng
    Ma, Tao
    Liang, Ting-Bo
    Bai, Xue-Li
    ANNALS OF SURGICAL TREATMENT AND RESEARCH, 2020, 98 (02) : 72 - 81
  • [27] Risk factors for orthotopic liver transplantation failure in Rio Grande do Sul, Brazil
    Sarti de Oliveira, Denise Maria
    Drachler, Maria de Lourdes
    de Oliveira, Laura Sarti
    CADERNOS DE SAUDE PUBLICA, 2007, 23 (01): : 187 - 195
  • [28] Acute kidney injury after procedures of orthotopic liver transplantation
    Lewandowska, Lidia
    Matuszkiewicz-Rowinska, Joanna
    ANNALS OF TRANSPLANTATION, 2011, 16 (02) : 103 - 108
  • [29] Infections After Orthotopic Liver Transplantation in the Intensive Care Unit
    Karapanagiotou, A.
    Kydona, C.
    Papadopoulos, S.
    Giasnetsova, T.
    Sgourou, K.
    Pasakiotou, M.
    Fouzas, I.
    Papanikolaou, V.
    Gritsi-Gerogianni, N.
    TRANSPLANTATION PROCEEDINGS, 2012, 44 (09) : 2748 - 2750
  • [30] Analysis of Perioperative Factors Leading to Postoperative Pulmonary Complications, Graft Injury and Increased Postoperative Mortality in Lung Transplantation
    Axel, Semmelmann
    Moneke, Isabelle
    Autenrieth, Julia
    Baar, Wolfgang
    Loop, Torsten
    JOURNAL OF CARDIOTHORACIC AND VASCULAR ANESTHESIA, 2024, 38 (11) : 2712 - 2721