Simultaneous modeling of multiple recurrences in breast cancer patients

Author(s):
Freshteh OsmaniFreshteh OsmaniFreshteh Osmani ORCID, Aliakbar RasekhiAliakbar RasekhiAliakbar Rasekhi ORCID, Ebrahim HajiZadehEbrahim HajiZadehEbrahim HajiZadeh ORCID,*, Hamideh  AkbariHamideh Akbari

Koomesh:Vol. 22, issue 2; 359-364
Published online:Sep 02, 2020
Article type:Research Article
Received:Jan 01, 2019
Accepted:Aug 02, 2019
How to Cite:Osmani F, Rasekhi A, HajiZadeh E, Akbari H. Simultaneous modeling of multiple recurrences in breast cancer patients. koomesh. 2020;22(2):e153189. doi:

Abstract

References

  • 1.
    Parkin DM, Bray F, Ferlay J, Pisani P. Estimating the world cancer burden: Globocan 2000. Int J Cancer 2001; 94: 153-156.
  • 2.
    Harirchi I, Karbakhsh M, Kashefi A, Momtahen AJ. Breast cancer in Iran: results of a multi-center study. Asian Pac J Cancer Prev 2004; 5: 24-27.
  • 3.
    Yaghmaei S, Bani Hashemi G, Ghorbani R. Survival rate following treatment of primary breast cancer in Semnan, Iran (1991-2002). Koomesh 2008; 19: 111-116. (Persian).
  • 4.
    Kluger HM. Is Catherin expression correlated with metastases.2005; 25: 452-457.
  • 5.
    Montagna E, Bagnardi V, Rotmensz N, Viale G, Renne G, Cancello G, et al. Breast cancer subtypes and outcome after local and regional relapse. Ann Oncol 2012; 23: 324-331.
  • 6.
    Hajihosseini M, Amini P, Shahdoust M, Faradmal J, Sadeghyfar M, Sedighi-Pashaki A. Application of log-normal parametric model in disability structure to predict metastasis and death due to breast cancer. Koomesh 2016;18: 95-101. (Persian).
  • 7.
    Kumar V, Abbas AK, Fausto N. Robbins y Cotran. Patologa estructural y funcional: Elsevier; 2005; p. 1120-1151.
  • 8.
    Aitken S, Thomas J, Langdon S, Harrison D, Faratian D. Quantitative analysis of changes in ER, PR and HER2 expression in primary breas cancer and paired nodal metastases. Ann Oncol 2010; 21: 1254-1261.
  • 9.
    Cook R J, Lawless JF. Analysis of repeated events. Stat Methods Med Res 2002; 11: 141-166.
  • 10.
    Osmani F, Hajizadeh E, Mansoori P. Estimation of seasonal effect on the psoriasis recurrence using time dependent coefficient rates model for recurrent events. J Dermatol Cosmetic 2015; 6: 23-30. (Persian).
  • 11.
    Liu L, Wolfe RA, Huang X. Shared frailty models for recurrent events and a terminal event. Biometrics 2004; 60: 747-756.
  • 12.
    R. L. Prentice, B. J. Williams, and A. V. Peterson, ''On the regression analysis of multivariate failure time data,'' Biometrika 1981; 68: 373-389.
  • 13.
    Osmani F, Hajizadeh E, Mansoori P. Use of smoothing methods for estimating the coefficients of time dependent rate models in survival analysis and its application in psoriasis disease. Iran J Epidemiol 2016; 12: 36-46.
  • 14.
    Mansouri P, Hajizadeh E, Osmani F. Analysis of risk factors for psoriasis recurrence using proportional rates model. J Skin Stem Cell 2014; 1. (Persian).
  • 15.
    Akbari ME, Mozaffar M, Heidari A, Zirakzadeh H, Akbari A, Akbari M, et al. Recurrence and survival effect in breast conserving surgery: what are the predictive and/or prognostic factors? Iran J Cancer Prev 2011; 4: 49-54. (Persian).
  • 16.
    Aalen O, Borgan O, Gjessing H. Survival and event history analysis: a process point of view: Springer; 2013.
  • 17.
    Osmani F, Hajizadeh E, Rasekhi A, Akbari M E. Multivariate Joint Frailty Models for Modeling Multiple Recurrent Events and Its Application in Breast Cancer. RJMS 2019; 25: 71-79. (Persian).
  • 18.
    Osmani F, Hajizadeh E, Rasekhi A. Association between multiple recurrent events with multivariate modeling: a retrospective cohort study. J Res Health Sci 2018; 18. (Persian).
  • 19.
    Heitz F, Rochon J, Harter P, Lueck HJ, Fisseler-Eckhoff A, Barinoff J, et al. Cerebral metastases in metastatic breast cancer: disease specific risk factors and survival. Ann Ancol 2011; 22: 1571-1581.
  • 20.
    Osmani F, Hajizadeh E, Mansoori P. Estimation of seasonal effect on the psoriasis recurrence using time dependent coefficient rates model for recurrent events. Dermatol Cosmetic 2015; 6. (Persian).
  • 21.
    Gohari MR, Mahmoudi M, Kazem M, Pasha E, Khodabakhshi R. Recurrence in breast cancer analysis with frailty model. Saudi Med J 2006; 27: 1187-1193.
  • 22.
    Mirzaei HR, Hajian S, Mofid B. The role of prognostic factors on breast cancer recurrence in patients at radiation oncology ward in imam hossain hospital. Iran J Breast Cancer 2008; 1. (Persian).
  • 23.
    Dawood S, Broglio K, Esteva F, Ibrahim N, Kau SW, Islam R, et al. Defining prognosis for women with breast cancer and CNS metastases by HER2 status. Ann Oncol 2008; 19: 1242-1248.
  • 24.
    Rondeau V, Mathoulin-Plissier S, Tanneau L, Sasco AJ, MacGrogan G, Debled M. Separate and combined analysis of successive dependent outcomes after breast-conservation surgery: recurrence, metastases, second cancer and death. BMC Cancer 2010; 10: 697-709.
  • 25.
    Gohari MR, Mahmoudi M, Mohammed K, Pasha E, Khodabakhshi R. Recurrence in breast cancer. Saudi Med J 2006; 27: 1187-1193.
  • 26.
    Mansouri P, Hajizadeh E, Osmani F. Analysis of risk factors for psoriasis recurrence using proportional rates model. J Skin Stem Cell 2014; 1. (Persian).
  • 27.
    Osmani F, Hajizadeh E, Rasekhi A, Akbari ME. Analyzing relationship between local and metastasis relapses with survival of patients with breast cancer: a study using joint frailty model. Int J Cancer Manag 2018. (Persian)##.

Similar Articles

20
Nov
2018

Analyzing Relationship Between Local and Metastasis Relapses with Survival of Patients with Breast Cancer: A Study Using Joint Frailty Model

Freshteh Osmani,
Ebrahim Hajizadeh,
Aliakbar Rasekhi,
Mohammad Esmaeil Akbari

Osmani F, Hajizadeh E, Rasekhi A, Akbari ME. Analyzing Relationship Between Local and Metastasis Relapses with Survival of Patients with Breast Cancer: A Study Using Joint Frailty Model. Int J Cancer Manag. 2018;11(12):e81783. doi: https://doi.org/10.5812/ijcm.81783

25
Sep
2013

Prognostic factors of metastases in breast cancer patients using the recurrent Andersen-Gill model

Mahmood Reza Gohari,
Zeinab Moghaddamifard,
Jamileh Abolghasemi,
Mehdi Mohammadi,
parisa Mokhtari

Gohari MR, Moghaddamifard Z, Abolghasemi J, Mohammadi M, Mokhtari P. Prognostic factors of metastases in breast cancer patients using the recurrent Andersen-Gill model. koomesh. 2013;14(4):e152603. doi:

28
Sep
2016

Application of log-normal parametric model in disability structure to predict metastasis and death due to breast cancer

Morteza Hajihosseini,
Payam Amini,
Maryam Shahdoust,
Javad Faradmal,
Majid Sadeghyfar,
Abdolazim Sedighi-Pashaki

Hajihosseini M, Amini P, Shahdoust M, Faradmal J, Sadeghyfar M, et al. Application of log-normal parametric model in disability structure to predict metastasis and death due to breast cancer. koomesh. 2016;18(1):e151150. doi:

14
May
2018

Application of a Mixture Cure Fraction Model Based on the Generalized Modified Weibull Distribution for Analyzing Survival of Patients with Breast Cancer

Parisa Naseri,
Ahmad Reza Baghestani,
Narges Momenyan,
Mohammad Esmaeil Akbari

Naseri P, Baghestani AR, Momenyan N, Esmaeil Akbari M. Application of a Mixture Cure Fraction Model Based on the Generalized Modified Weibull Distribution for Analyzing Survival of Patients with Breast Cancer. Int J Cancer Manag. 2018;11(5):e62863. doi: https://doi.org/10.5812/ijcm.62863

8
Aug
2018

Survival and Recurrence Rate in Patients with Head and Neck Cancer and Associated Prognostic Factors

Elaheh Talebi Ghane,
Ahmad Reza Baghestani,
Farid Zayeri,
Ideh Talimkhani,
Sahar Masoudi

Talebi Ghane E, Baghestani AR, Zayeri F, Talimkhani I, Masoudi S. Survival and Recurrence Rate in Patients with Head and Neck Cancer and Associated Prognostic Factors. Int J Cancer Manag. 2018;11(8):e12794. doi: https://doi.org/10.5812/ijcm.12794

Share on
Cited by
Metrics

Ordering Reprints

Articles are published under the Creative Commons license stated on each article. No permission or royalty fee is required for uses permitted by that license. CCC handles optional bulk and customized reprint orders. Any quotation covers production and delivery services only, not copyright permission. > Request Reprints from CCC 

Search Relations

Author(s):

Related Articles