Title of article :
A Cure Rate Model with Discrete Frailty on Hodgkin Lymphoma Patients after Diagnosis
Author/Authors :
Mohseni, Navid Department of Biostatistics - Faculty of Paramedical Sciences - Shahid Beheshti University of Medical Science, Tehran, Iran , Khadem Maboudi, Ali Akbar Department of Biostatistics - Faculty of Paramedical Sciences - Shahid Beheshti University of Medical Science, Tehran, Iran , Baghestani, Ahmadreza Department of Biostatistics - Faculty of Paramedical Sciences - Shahid Beheshti University of Medical Science, Tehran, Iran , Saeedi, Anahita Department of Biostatistics - Faculty of Paramedical Sciences - Shahid Beheshti University of Medical Science, Tehran, Iran
Abstract :
Introduction: Hodgkin lymphoma (HL) is an uncommon cancer of
lymphocytes, characterized by cancerous Reed-Sternberg cells in an
inflammatory background. HL is an exceptionally curable disease with
combination chemotherapy, radiotherapy, or combined modality treatment.
This analysis aimed to identify significant prognostic factors on the cure rate.
Materials and Methods: The medical records of 110 patients hospitalized from
2007 up to 2014 with 18 months follow-up was retrospectively reviewed in
Taleghani hospital of Tehran, Iran. The survival time was set as the time
interval between diagnosis and a patient's death from HL. Also, if the cure rate
was present in survival, data encompasses zero frailty. Thus, using hyper-
Poisson (hP) distribution as discrete frailty, the unobserved heterogeneity and
random effects were accounted for.
Results: The estimated cure fraction was 81.2%, which was obtained after
2717 days (7.4 years). In noncured cases, the mean survival time was 1535
days (4.2 years). Also, the five and ten-year survival rates were 0.91 and 0.80,
respectively. After diagnosis, results revealed that patients with age 45,
hemoglobin 12, WBC 15000, and BMI 30 were associated with poor
outcome by using simple analysis. More importantly, there is no significant
difference between males and females in the cure of HL patients.
Conclusion: As expected, the study indicated that a high proportion of HL
patients got cured. A cure rate model with discrete frailty utilization provided a
suitable way to account for heterogeneity among HL patients.
Farsi abstract :
فاقد چكيده فارسي
Keywords :
Hodgkin’s Lymphoma , Survival Analysis , Cure Rate Model , Discrete Frailty
Journal title :
Archives of Advances in Biosciences