Individualized risk estimation for postoperative morbidity after hepatectomy: the Humanitas score

被引:18
作者
Donadon, Matteo [1 ]
Fontana, Andrea [1 ]
Palmisano, Angela [1 ]
Vigano, Luca [1 ]
Procopio, Fabio [1 ]
Cimino, Matteo [1 ]
Del Fabbro, Daniele [1 ]
Torzilli, Guido [1 ]
机构
[1] Humanitas Univ, Humanitas Res Hosp, IRCCS, Dept Hepatobiliary & Gen Surg, Via Manzoni 56, I-20089 Milan, Rozzano, Italy
关键词
MULTIVARIABLE PREDICTION MODEL; LOGISTIC-REGRESSION ANALYSIS; LIVER STIFFNESS MEASUREMENT; HEPATOCELLULAR-CARCINOMA; TRANSIENT ELASTOGRAPHY; HEPATIC RESECTION; COLORECTAL METASTASES; FUNCTIONAL RESERVE; DIAGNOSIS TRIPOD; FIBROSIS;
D O I
10.1016/j.hpb.2017.06.009
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background: Estimation of postoperative morbidity after hepatectomy remains challenging. The aim of this prospective study was to develop a surgical score to predict an individual risk of post-hepatectomy complications. Methods: All consecutive patients scheduled for hepatectomy from February 2012 to September 2015 were included and randomly assigned into a derivation or validation cohort. We developed a score based on preoperative variables, and we tested them using multivariate analyses. Odds-ratio (OR) values were used to build the score. Results: 340 patients were included, 240 in the derivation and 100 in the validation cohort. Multivariate analysis showed that major hepatectomy (OR = 1.62; 95% CI 1.39-3.51), liver stiffness >= 9.7 kPa (OR = 2.46; 95% CI 1.16-5.28), BILCHE score (combination of serum bilirubin and cholinesterase) >= 2 (OR = 2.76; 95% CI 0.82-4.28) and esophageal varices (OR = 1.59; 95% CI 1.51-3.61) were independent complications predictors. A 10-point scoring system was introduced. Patients with a score <= 4 did not experience complications, whereas patients with >= 7 points experienced up to 54% of complications (P < 0.001). Conclusions: A new, easy and clinically reliable surgical score based on the liver stiffness, BILCHE score, type of hepatectomy, and presence of varices may be used to predict post-hepatectomy morbidity.
引用
收藏
页码:910 / 918
页数:9
相关论文
共 52 条
[31]   Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration [J].
Moons, Karel G. M. ;
Altman, Douglas G. ;
Reitsma, Johannes B. ;
Ioannidis, John P. A. ;
Macaskill, Petra ;
Steyerberg, Ewout W. ;
Vickers, Andrew J. ;
Ransohoff, David F. ;
Collins, Gary S. .
ANNALS OF INTERNAL MEDICINE, 2015, 162 (01) :W1-W73
[32]   Prognosis and prognostic research: application and impact of prognostic models in clinical practice [J].
Moons, Karel G. M. ;
Altman, Douglas G. ;
Vergouwe, Yvonne ;
Royston, Patrick .
BRITISH MEDICAL JOURNAL, 2009, 338 :1487-1490
[33]  
Ong Janus P, 2007, Clin Liver Dis, V11, P1, DOI 10.1016/j.cld.2007.02.009
[34]   How to develop a more accurate risk prediction model when there are few events [J].
Pavlou, Menelaos ;
Ambler, Gareth ;
Seaman, Shaun R. ;
Guttmann, Oliver ;
Elliott, Perry ;
King, Michael ;
Omar, Rumana Z. .
BMJ-BRITISH MEDICAL JOURNAL, 2015, 351
[35]   Importance of events per independent variable in proportional hazards regression analysis .2. Accuracy and precision of regression estimates [J].
Peduzzi, P ;
Concato, J ;
Feinstein, AR ;
Holford, TR .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 1995, 48 (12) :1503-1510
[36]   A simulation study of the number of events per variable in logistic regression analysis [J].
Peduzzi, P ;
Concato, J ;
Kemper, E ;
Holford, TR ;
Feinstein, AR .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 1996, 49 (12) :1373-1379
[37]   TRANSECTION OF ESOPHAGUS FOR BLEEDING ESOPHAGEAL VARICES [J].
PUGH, RNH ;
MURRAYLY.IM ;
DAWSON, JL ;
PIETRONI, MC ;
WILLIAMS, R .
BRITISH JOURNAL OF SURGERY, 1973, 60 (08) :646-649
[38]   Posthepatectomy liver failure: A definition and grading by the International Study Group of Liver Surgery (ISGLS) [J].
Rahbari, Nuh N. ;
Garden, O. James ;
Padbury, Robert ;
Brooke-Smith, Mark ;
Crawford, Michael ;
Adam, Rene ;
Koch, Moritz ;
Makuuchi, Masatoshi ;
Dematteo, Ronald P. ;
Christophi, Christopher ;
Banting, Simon ;
Usatoff, Val ;
Nagino, Masato ;
Maddern, Guy ;
Hugh, Thomas J. ;
Vauthey, Jean-Nicolas ;
Greig, Paul ;
Rees, Myrddin ;
Yokoyama, Yukihiro ;
Fan, Sheung Tat ;
Nimura, Yuji ;
Figueras, Joan ;
Capussotti, Lorenzo ;
Buechler, Markus W. ;
Weitz, Juergen .
SURGERY, 2011, 149 (05) :713-724
[39]   Translating clinical research into clinical practice: Impact of using prediction rules to make decisions [J].
Reilly, BM ;
Evans, AT .
ANNALS OF INTERNAL MEDICINE, 2006, 144 (03) :201-209
[40]   Severe hepatic sinusoidal obstruction associated with oxaliplatin-based chemotherapy in patients with metastatic colorectal cancer [J].
Rubbia-Brandt, L ;
Audard, V ;
Sartoretti, P ;
Roth, AD ;
Brezault, C ;
Le Charpentier, M ;
Dousset, B ;
Morel, P ;
Soubrane, O ;
Chaussade, S ;
Mentha, G ;
Terris, B .
ANNALS OF ONCOLOGY, 2004, 15 (03) :460-466