A Model to Predict Treatment Failure in Patients Undergoing Upfront Surgery for Resectable Colorectal Liver Metastases

被引:13
作者
Berardi, Giammauro [1 ]
Chou, Joanne [2 ]
Gonen, Mithat [2 ]
Balachandran, Vinod P. [1 ]
Drebin, Jeffrey [1 ]
Jarnagin, William R. [1 ]
Kingham, T. Peter [1 ]
Soares, Kevin C. [1 ]
Wei, Alice [1 ]
D'Angelica, Michael [1 ]
机构
[1] Mem Sloan Kettering Canc Ctr, Dept Surg, New York, NY 10065 USA
[2] Mem Sloan Kettering Canc Ctr, Epidemiol & Biostat, New York, NY USA
关键词
EARLY RECURRENCE; HEPATIC RESECTION; PERIOPERATIVE CHEMOTHERAPY; NEOADJUVANT CHEMOTHERAPY; CANCER; OXALIPLATIN; PROGNOSIS; SURVIVAL; OUTCOMES; FOLFOX4;
D O I
10.1245/s10434-023-13113-2
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
IntroductionPatients who recur in the first year after resection of colorectal liver metastases (CRLM) do poorly. The aim of our study was to predict treatment failure in patients undergoing upfront resection with a nomogram.MethodsData from patients resected between 1991 and 2019 were randomly split (70:30) into two cohorts. Treatment failure was defined as any recurrence or death within 12 months. A nomogram was constructed using multivariable logistic regression on the training cohort and validated using the testing cohort.ResultsOverall, 783 patients were included. Primary tumor characteristics included 50% left-sided: 75.2% T3/4 and 56.5% node-positive. The median disease-free interval was 10 months, median number of metastases was 1 (1-50), and with a median size of 3.6 cm (0.2-22); 222 (28.3%) patients recurred within 1 year. Recurrence was mostly extrahepatic with or without liver involvement (150/222, 67.6%). Curative-intent treatment was possible in 37.8% of these patients. Primary location, T-stage and node status, disease-free interval, and number and size of metastases were associated with treatment failure. The area under the curve from the validation of the model was 0.6 (95% confidence interval 0.52-0.68). Patients with a high-risk of treatment failure (>= 40%) had a worse survival from the landmark time of 12 months from surgery compared with those with low-risk (2-years: 82% vs. 70%; p = 0.0002).ConclusionsPrimary location, T stage, node status, disease-free interval, and number and size of metastases are associated with treatment failure. The survival of patients with a probability of treatment failure >= 40% is unfavorable. Future trials investigating the role of neoadjuvant therapy in these high-risk patients are warranted.
引用
收藏
页码:2820 / 2827
页数:8
相关论文
共 43 条
[1]   Chemotherapy prior to Hepatic Resection for Colorectal Liver Metastases: Helpful until Harmful? [J].
Abdalla, Eddie K. ;
Vauthey, Jean-Nicolas .
DIGESTIVE SURGERY, 2008, 25 (06) :421-429
[2]   Tumor progression while on chemotherapy - A contraindication to liver resection for multiple colorectal metastases? [J].
Adam, R ;
Pascal, G ;
Castaing, D ;
Azoulay, D ;
Delvart, V ;
Paule, B ;
Levi, F ;
Bismuth, H .
ANNALS OF SURGERY, 2004, 240 (06) :1052-1064
[3]   Is Perioperative Chemotherapy Useful for Solitary, Metachronous, Colorectal Liver Metastases? [J].
Adam, Rene ;
Bhangui, Prashant ;
Poston, Graeme ;
Mirza, Darius ;
Nuzzo, Gennaro ;
Barroso, Eduardo ;
Ijzermans, Jan ;
Hubert, Catherine ;
Ruers, Theo ;
Capussotti, Lorenzo ;
Ouellet, Jean-Francois ;
Laurent, Christophe ;
Cugat, Esteban ;
Colombo, Pierre Emmanuel ;
Milicevic, Miroslav .
ANNALS OF SURGERY, 2010, 252 (05) :774-785
[4]   Liver histology and surgical outcomes after preoperative chemotherapy with fluorouracil plus oxaliplatin in colorectal cancer liver metastases [J].
Aloia, Thomas ;
Sebagh, Mylene ;
Plasse, Marylene ;
Karam, Vincent ;
Levi, Francis ;
Giacchetti, Sylvie ;
Azoulay, Daniel ;
Bismuth, Henri ;
Castaing, Denis ;
Adam, Rene .
JOURNAL OF CLINICAL ONCOLOGY, 2006, 24 (31) :4983-4990
[5]   Comparison Between Perioperative and Postoperative Chemotherapy After Potentially Curative Hepatic Resection for Metastatic Colorectal Cancer [J].
Araujo, Raphael ;
Gonen, Mithat ;
Allen, Peter ;
Blumgart, Leslie ;
DeMatteo, Ronald ;
Fong, Yuman ;
Kemeny, Nancy ;
Jarnagin, William ;
D'Angelica, Michael .
ANNALS OF SURGICAL ONCOLOGY, 2013, 20 (13) :4312-4321
[6]   Interpreting the concordance statistic of a logistic regression model: relation to the variance and odds ratio of a continuous explanatory variable [J].
Austin, Peter C. ;
Steyerberg, Ewout W. .
BMC MEDICAL RESEARCH METHODOLOGY, 2012, 12
[7]   Neo-adjuvant chemotherapy followed by surgery versus surgery alone in high-risk patients with resectable colorectal liver metastases: the CHARISMA randomized multicenter clinical trial [J].
Ayez, Ninos ;
van der Stok, Eric P. ;
de Wilt, Hans ;
Radema, Sandra A. ;
van Hillegersberg, Richard ;
Roumen, Rudi M. ;
Vreugdenhil, Gerard ;
Tanis, Pieter J. ;
Punt, Cornelis J. ;
Dejong, Cornelis H. ;
Jansen, Rob L. ;
Verheul, Henk M. ;
de Jong, Koert P. ;
Hospers, Geke A. ;
Klaase, Joost M. ;
Legdeur, Marie-Cecile ;
van Meerten, Esther ;
Eskens, Ferry A. ;
van der Meer, Nelly ;
van der Holt, Bruno ;
Verhoef, Cornelis ;
Grunhagen, Dirk J. .
BMC CANCER, 2015, 15
[8]   Rectal Cancer, Version 6.2020 Featured Updates to the NCCN Guidelines [J].
Benson, Al B., III ;
Venook, Alan P. ;
Al-Hawary, Mahmoud M. ;
Arain, Mustafa A. ;
Chen, Yi-Jen ;
Ciombor, Kristen K. ;
Cohen, Stacey ;
Cooper, Harry S. ;
Deming, Dustin ;
Garrido-Laguna, Ignacio ;
Grem, Jean L. ;
Gunn, Andrew ;
Hoffe, Sarah ;
Hubbard, Joleen ;
Hunt, Steven ;
Kirilcuk, Natalie ;
Krishnamurthi, Smitha ;
Messersmith, Wells A. ;
Meyerhardt, Jeffrey ;
Miller, Eric D. ;
Mulcahy, Mary F. ;
Nurkin, Steven ;
Overman, Michael J. ;
Parikh, Aparna ;
Patel, Hitendra ;
Pedersen, Katrina ;
Saltz, Leonard ;
Schneider, Charles ;
Shibata, David ;
Skibber, John M. ;
Sofocleous, Constantinos T. ;
Stoffel, Elena M. ;
Stotsky-Himelfarb, Eden ;
Willett, Christopher G. ;
Johnson-Chilla, Alyse ;
Gurski, Lisa A. .
JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2020, 18 (07) :807-815
[9]   NCCN Guidelines® Insights Colon Cancer, Version 2.2018 Featured Updates to the NCCN Guidelines [J].
Benson, Al B., III ;
Venook, Alan P. ;
Al-Hawary, Mahmoud M. ;
Cederquist, Lynette ;
Chen, Yi-Jen ;
Ciombor, Kristen K. ;
Cohen, Stacey ;
Cooper, Harry S. ;
Deming, Dustin ;
Engstrom, Paul F. ;
Garrido-Laguna, Ignacio ;
Grem, Jean L. ;
Grothey, Axel ;
Hochster, Howard S. ;
Hoffe, Sarah ;
Hunt, Steven ;
Kamel, Ahmed ;
Kirilcuk, Natalie ;
Krishnamurthi, Smitha ;
Messersmith, Wells A. ;
Meyerhardt, Jeffrey ;
Miller, Eric D. ;
Mulcahy, Mary F. ;
Murphy, James D. ;
Nurkin, Steven ;
Saltz, Leonard ;
Sharma, Sunil ;
Shibata, David ;
Skibber, John M. ;
Sofocleous, Constantinos T. ;
Stoffel, Elena M. ;
Stotsky-Himelfarb, Eden ;
Willett, Christopher G. ;
Wuthrick, Evan ;
Gregory, Kristina M. ;
Freedman-Cass, Deborah A. .
JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2018, 16 (04) :359-369
[10]   Predictors of early recurrence after resection of colorectal liver metastases [J].
Bhogal, Ricky Harminder ;
Hodson, James ;
Bramhall, Simon Roderick ;
Isaac, John ;
Marudanayagam, Ravi ;
Mirza, Darius Feroze ;
Muiesan, Paolo ;
Sutcliffe, Robert Peter .
WORLD JOURNAL OF SURGICAL ONCOLOGY, 2015, 13