Literature DB >> 33441746

Joint modelling of colorectal cancer recurrence and death after resection using multi-state model with cured fraction.

Behnaz Alafchi1, Ghodratollah Roshanaei2, Leili Tapak3, Mohammad Abbasi4, Hossein Mahjub5.   

Abstract

Curing of colorectal cancer (CRC) occurs at the time of resection but it is not immediately observable. If the cancer is not completely eliminated, the patient will not be cured of cancer and will experience recurrence as the tumor has regrown to a detectable size. The main propose of the present study was to assess the effects of different covariates on the probability of being cured as well as the time-to-recurrence, and time-to-death in CRC patients by using multi-state cure model. The information of 283 patients with CRC, who underwent resection, from 2000 to 2015 in Imam Khomeini Hospital of Hamadan, Iran, were analyzed. The results of multi-state cure model reveal that females and who experience metastasis were more likely to be apparently cured. It has been shown that sex has a significant effect on the time-to-recurrence given patient was in the not cured group. The survival time of patients of the not cured group was affected by the stage of disease. However, the survival of the apparently cured patients were affected by age at diagnosis and metastasis status. The multi-state cure model provided a flexible framework to study the effects of prognostic factors simultaneously on the transition between different states and the probability of being apparently cured of CRC.

Entities:  

Year:  2021        PMID: 33441746      PMCID: PMC7806811          DOI: 10.1038/s41598-020-79969-6

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  42 in total

1.  Survival of patients with colorectal carcinoma: possible prognostic value of tissular carbohydrate antigen 19.9 determination.

Authors:  C Morales-Gutiérrez; I Vegh; F Colina; A Gómez-Cámara; J Ignacio Landa; D Ballesteros; P E Carreira; R Enríquez-De-Salamanca
Journal:  Cancer       Date:  1999-11-01       Impact factor: 6.860

2.  Prognostic factors in 2230 Korean colorectal cancer patients: analysis of consecutively operated cases.

Authors:  Y J Park; K J Park; J G Park; K U Lee; K J Choe; J P Kim
Journal:  World J Surg       Date:  1999-07       Impact factor: 3.352

3.  Time trends in the treatment and survival of recurrences from colorectal cancer.

Authors:  F Guyot; J Faivre; S Manfredi; B Meny; C Bonithon-Kopp; A M Bouvier
Journal:  Ann Oncol       Date:  2005-03-24       Impact factor: 32.976

4.  Associations of alcohol intake, smoking, physical activity and obesity with survival following colorectal cancer diagnosis by stage, anatomic site and tumor molecular subtype.

Authors:  Harindra Jayasekara; Dallas R English; Andrew Haydon; Allison M Hodge; Brigid M Lynch; Christophe Rosty; Elizabeth J Williamson; Mark Clendenning; Melissa C Southey; Mark A Jenkins; Robin Room; John L Hopper; Roger L Milne; Daniel D Buchanan; Graham G Giles; Robert J MacInnis
Journal:  Int J Cancer       Date:  2017-10-04       Impact factor: 7.396

5.  Prognostic determinants of patients with lateral nodal involvement by rectal cancer.

Authors:  H Ueno; H Mochizuki; Y Hashiguchi; K Hase
Journal:  Ann Surg       Date:  2001-08       Impact factor: 12.969

6.  [Follow-up of patients with colorectal cancer resected for cure in the Herault area. A medico-economical study].

Authors:  F Borie; J P Daurès; B Millat; M Folschveiller-Bruggeman; B Trétarre
Journal:  Gastroenterol Clin Biol       Date:  2001-10

7.  Joint modelling of longitudinal and multi-state processes: application to clinical progressions in prostate cancer.

Authors:  Loïc Ferrer; Virginie Rondeau; James Dignam; Tom Pickles; Hélène Jacqmin-Gadda; Cécile Proust-Lima
Journal:  Stat Med       Date:  2016-04-18       Impact factor: 2.373

8.  The association of perioperative blood transfusion with colorectal cancer recurrence.

Authors:  P I Tartter
Journal:  Ann Surg       Date:  1992-12       Impact factor: 12.969

9.  Multi-state models for colon cancer recurrence and death with a cured fraction.

Authors:  A S C Conlon; J M G Taylor; D J Sargent
Journal:  Stat Med       Date:  2013-12-05       Impact factor: 2.373

10.  Adjuvant chemotherapy versus observation in patients with colorectal cancer: a randomised study.

Authors:  Richard Gray; Jennifer Barnwell; Christopher McConkey; Robert K Hills; Norman S Williams; David J Kerr
Journal:  Lancet       Date:  2007-12-15       Impact factor: 79.321

View more
  1 in total

1.  A bayesian approach to model the underlying predictors of early recurrence and postoperative death in patients with colorectal Cancer.

Authors:  Leila Mahmoudi; Ramezan Fallah; Ghodratollah Roshanaei; Mohammad Asghari-Jafarabadi
Journal:  BMC Med Res Methodol       Date:  2022-10-12       Impact factor: 4.612

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.