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Grunwald MR, Sha W, He J, Sanikommu S, Gerber JM, Ai J, Knight TG, Fasan O, Boseman V, Kaizen W, Chojecki A, Ragon BK, Symanowski J, Avalos B, Copelan E, Ghosh N. Biologically Randomized Comparison of Haploidentical Versus Human Leukocyte Antigen-Matched Related Donor Reduced-Intensity Conditioning Hematopoietic Cell Transplantation. Transplant Cell Ther 2024; 30:1211.e1-1211.e11. [PMID: 39332808 DOI: 10.1016/j.jtct.2024.09.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 09/20/2024] [Accepted: 09/21/2024] [Indexed: 09/29/2024]
Abstract
Using haploidentical donors for allogeneic hematopoietic cell transplantation (HCT) broadens transplant accessibility to a growing number of patients with hematologic disorders. Moreover, haploidentical HCT with post-transplant cyclophosphamide (PTCy) has become widespread practice due to accumulating evidence demonstrating favorable rates of survival and graft-versus-host disease (GvHD). Most studies comparing outcomes by donor sources have been confounded by variability in conditioning regimens, graft type (peripheral blood [PB] or bone marrow), and post-transplant GvHD prophylaxis (PTCy or non-PTCy), making it difficult to define the effect of donor source on outcomes. Levine Cancer Institute started a transplant and cellular therapy program in 2014, with both haploidentical and matched related donor (MRD) transplants initially performed using a uniform reduced-intensity conditioning (RIC) regimen, PB grafts, and PTCy-based GvHD prophylaxis. This retrospective observational study was conducted to compare the clinical outcomes associated with RIC haploidentical HCT and MRD HCT in patients receiving identical conditioning regimens, graft types, and supportive care. Our transplant database was queried to evaluate demographic characteristics, clinical features, and outcomes of RIC HCT for consecutive patients with hematologic malignancies who received haploidentical or MRD grafts between March 2014 and December 2017. An MRD was the preferred donor source; when unavailable, a haploidentical donor was used. Sixty-seven patients underwent haploidentical HCT and 25 MRD HCT. Overall, characteristics of transplant recipients were similar for the haploidentical and MRD groups; however, haploidentical donors were younger than MRDs (median 36 yr versus 57 yr, P < .0001). Results of univariable analysis showed similar overall survival (OS) for haploidentical and MRD HCT (hazard ratio [HR], 1.15; 95% CI, 0.61 to 2.15; P = .669). One-year, 1-yr, and 5-yr OS were 80.2%, 54.7%, and 41.2% for haploidentical HCT and 76.0%, 55.7%, and 51.1% for MRD HCT, respectively. With a median follow-up of 81.90 months, results of multivariable analysis revealed that donor source (haploidentical versus MRD) was not significantly associated with OS (HR, 0.97; 95% CI, 0.51 to 1.87; P = .933), relapse-free survival (HR, 0.75; 95% CI, 0.42 to 1.35; P = .337), cumulative incidence of relapse (HR, 0.81; 95% CI, 0.39 to 1.70; P = .579), or non-relapse mortality (HR, 1.12; 95% CI, 0.40 to 3.14; P = .827). Cumulative incidences of acute GvHD (aGvHD) and chronic GvHD (cGvHD) were not significantly different for haploidentical and MRD HCT (grades II to IV aGvHD: HR, 1.78; 95% CI, 0.72 to 4.37; P = .210; grades III to IV aGvHD: HR, 2.84; 95% CI, 0.34 to 23.63; P = .335; cGvHD: HR, 1.00; 95% CI 0.36 to 2.76; P = .995). With care that was homogenous in terms of conditioning regimens, graft type, GvHD prophylaxis, and supportive care, 92 patients who were biologically randomized to either haploidentical HCT or MRD HCT after RIC with PTCy had comparable outcomes.
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Affiliation(s)
- Michael R Grunwald
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina; Section On Hematology and Medical Oncology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina.
| | - Wei Sha
- Department of Biostatistics and Data Sciences, Levine Cancer Institute, Atrium Health, Wake Forest University School of Medicine, Charlotte, NC, 28204
| | - Jiaxian He
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Srinivasa Sanikommu
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina; Section On Hematology and Medical Oncology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina
| | - Jonathan M Gerber
- Department of Medicine, Division of Hematology & Medical Oncology, New York University Grossman School of Medicine, New York, New York
| | - Jing Ai
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina; Section On Hematology and Medical Oncology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina
| | - Thomas G Knight
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina; Section On Hematology and Medical Oncology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina
| | | | - Victoria Boseman
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina
| | - Whitney Kaizen
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina
| | - Aleksander Chojecki
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina; Section On Hematology and Medical Oncology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina
| | - Brittany K Ragon
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina; Section On Hematology and Medical Oncology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina
| | - James Symanowski
- Department of Biostatistics and Data Sciences, Levine Cancer Institute, Atrium Health, Wake Forest University School of Medicine, Charlotte, NC, 28204
| | - Belinda Avalos
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina; Section On Hematology and Medical Oncology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina
| | - Edward Copelan
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina; Section On Hematology and Medical Oncology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina
| | - Nilanjan Ghosh
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina; Section On Hematology and Medical Oncology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina
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Alvares D, van Niekerk J, Krainski ET, Rue H, Rustand D. Bayesian survival analysis with INLA. Stat Med 2024; 43:3975-4010. [PMID: 38922936 DOI: 10.1002/sim.10160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 06/07/2024] [Accepted: 06/12/2024] [Indexed: 06/28/2024]
Abstract
This tutorial shows how various Bayesian survival models can be fitted using the integrated nested Laplace approximation in a clear, legible, and comprehensible manner using the INLA and INLAjoint R-packages. Such models include accelerated failure time, proportional hazards, mixture cure, competing risks, multi-state, frailty, and joint models of longitudinal and survival data, originally presented in the article "Bayesian survival analysis with BUGS." In addition, we illustrate the implementation of a new joint model for a longitudinal semicontinuous marker, recurrent events, and a terminal event. Our proposal aims to provide the reader with syntax examples for implementing survival models using a fast and accurate approximate Bayesian inferential approach.
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Affiliation(s)
- Danilo Alvares
- MRC Biostatistics Unit, University of Cambridge, Cambridge, UK
| | - Janet van Niekerk
- Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia
| | - Elias Teixeira Krainski
- Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia
| | - Håvard Rue
- Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia
| | - Denis Rustand
- Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia
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Liu K, Balakrishnan N, He M, Xie L. Likelihood inference for Birnbaum–Saunders frailty model with an application to bone marrow transplant data. J STAT COMPUT SIM 2023. [DOI: 10.1080/00949655.2023.2174543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Affiliation(s)
- Kai Liu
- School of Statistics and Mathematics, Interdisciplinary Research Institute of Data Science, Shanghai Lixin University of Accounting and Finance, Shanghai, People's Republic of China
| | - N. Balakrishnan
- Department of Mathematics and Statistics, McMaster University, Hamilton, Ontario, Canada
| | - Mu He
- Department of Mathematical Sciences, Xi'an Jiaotong-Liverpool University, Suzhou, People's Republic of China
| | - Lingfang Xie
- School of Finance, Shanghai Lixin University of Accounting and Finance, Shanghai, People's Republic of China
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Zhong W, Diao G. Semiparametric Density Ratio Model for Survival Data with a Cure Fraction. STATISTICS IN BIOSCIENCES 2022. [DOI: 10.1007/s12561-022-09357-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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5
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Liu K, Balakrishnan N, He M. Generalized Birnbaum–Saunders mixture cure frailty model: inferential method and an application to bone marrow transplant data. COMMUN STAT-SIMUL C 2021. [DOI: 10.1080/03610918.2021.1995753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Kai Liu
- School of Statistics and Mathematics, Interdisciplinary Research Institute of Data Science, Shanghai Lixin University of Accounting and Finance, Shanghai, P.R. China
| | | | - Mu He
- The Department of Foundational Mathematics, Xi’an Jiaotong-Liverpool University, Suzhou, P.R. China
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Elamin Omer M, Abu Bakar M, Adam M, Mustafa M. Utilization of a Mixture Cure Rate Model based on the Generalized Modified Weibull Distribution for the Analysis of Leukemia Patients. Asian Pac J Cancer Prev 2021; 22:1045-1053. [PMID: 33906295 PMCID: PMC8325136 DOI: 10.31557/apjcp.2021.22.4.1045] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 04/07/2021] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVE Cure rate models are survival models, commonly applied to model survival data with a cured fraction. In the existence of a cure rate, if the distribution of survival times for susceptible patients is specified, researchers usually prefer cure models to parametric models. Different distributions can be assumed for the survival times, for instance, generalized modified Weibull (GMW), exponentiated Weibull (EW), and log-beta Weibull. The purpose of this study is to select the best distribution for uncured patients' survival times by comparing the mixture cure models based on the GMW distribution and its particular cases. MATERIALS AND METHODS A data set of 91 patients with high-risk acute lymphoblastic leukemia (ALL) followed for five years from 1982 to 1987 was chosen for fitting the mixture cure model. We used the maximum likelihood estimation technique via R software 3.6.2 to obtain the estimates for parameters of the proposed model in the existence of cure rate, censored data, and covariates. For the best model choice, the Akaike information criterion (AIC) was implemented. RESULTS After comparing different parametric models fitted to the data, including or excluding cure fraction, without covariates, the smallest AIC values were obtained by the EW and the GMW distributions, (953.31/969.35) and (955.84/975.99), respectively. Besides, assuming a mixture cure model based on GMW with covariates, an estimated ratio between cure fractions for allogeneic and autologous bone marrow transplant groups (and its 95% confidence intervals) were 1.42972 (95% CI: 1.18614 - 1.72955). CONCLUSION The results of this study reveal that the EW and the GMW distributions are the best choices for the survival times of Leukemia patients. .
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Affiliation(s)
- Mohamed Elamin Omer
- Department of Mathematics, College of Science, Sudan University of Science and Technology, Khartoum, Sudan.
- Department of Mathematics, Faculty of Science, Universiti Putra Malaysia, 43400 UPM, Serdang, Malaysia.
| | - Mohd Abu Bakar
- Department of Mathematics, Faculty of Science, Universiti Putra Malaysia, 43400 UPM, Serdang, Malaysia.
| | - Mohd Adam
- Department of Mathematics, Faculty of Science, Universiti Putra Malaysia, 43400 UPM, Serdang, Malaysia.
- Institute of Mathematical Research, Universiti Putra Malaysia, 43400 UPM, Serdang, Malaysia.
| | - Mohd Mustafa
- Department of Mathematics, Faculty of Science, Universiti Putra Malaysia, 43400 UPM, Serdang, Malaysia.
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Alvares D, Lázaro E, Gómez-Rubio V, Armero C. Bayesian survival analysis with BUGS. Stat Med 2021; 40:2975-3020. [PMID: 33713474 DOI: 10.1002/sim.8933] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 01/18/2021] [Accepted: 02/13/2021] [Indexed: 11/10/2022]
Abstract
Survival analysis is one of the most important fields of statistics in medicine and biological sciences. In addition, the computational advances in the last decades have favored the use of Bayesian methods in this context, providing a flexible and powerful alternative to the traditional frequentist approach. The objective of this article is to summarize some of the most popular Bayesian survival models, such as accelerated failure time, proportional hazards, mixture cure, competing risks, multi-state, frailty, and joint models of longitudinal and survival data. Moreover, an implementation of each presented model is provided using a BUGS syntax that can be run with JAGS from the R programming language. Reference to other Bayesian R-packages is also discussed.
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Affiliation(s)
- Danilo Alvares
- Department of Statistics, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Elena Lázaro
- Plant Protection and Biotechnology Centre, Instituto Valenciano de Investigaciones Agrarias, Valencia, Spain
| | - Virgilio Gómez-Rubio
- Department of Mathematics, School of Industrial Engineering-Albacete, Universidad de Castilla-La Mancha, Ciudad Real, Spain
| | - Carmen Armero
- Department of Statistics and Operational Research, Universitat de València, Valencia, Spain
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Das MK, Lunavat TR, Miletic H, Hossain JA. The Potentials and Pitfalls of Using Adult Stem Cells in Cancer Treatment. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1326:139-157. [PMID: 33615422 DOI: 10.1007/5584_2021_619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Stem cells play a pivotal role in the developmental stages of an organism and in adulthood as well. Therefore, it is not surprising that stem cells constitute a focus of extensive research. Indeed, several decades of stem cell research have tremendously increased our knowledge on the mechanistic understandings of stem cell biology. Interestingly, revealing the fundamental principles of stem cell biology has also fostered its application for therapeutic purposes. Many of the attributes that the stem cells possess, some of which are unique, allow multifaceted exploitation of stem cells in the treatment of various diseases. Cancer, the leading cause of mortality worldwide, is one of the disease groups that has been benefited by the potentials of therapeutic applications of the stem cells. While the modi operandi of how stem cells contribute to cancer treatment are many-sided, two major principles can be conceived. One mode involves harnessing the regenerative power of the stem cells to promote the generation of blood-forming cells in cancer patients after cytotoxic regimens. A totally different kind of utility of stem cells has been exercised in another mode where the stem cells can potentially deliver a plethora of anti-cancer therapeutics in a tumor-specific manner. While both these approaches can improve the treatment of cancer patients, there exist several issues that warrant further research. This review summarizes the basic principles of the utility of the stem cells in cancer treatment along with the current trends and pinpoints the major obstacles to focus on in the future for further improvement.
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Affiliation(s)
- Mrinal K Das
- Department of Molecular Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - Taral R Lunavat
- Department of Biomedicine, University of Bergen, Bergen, Norway
| | - Hrvoje Miletic
- Department of Biomedicine, University of Bergen, Bergen, Norway.,Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - Jubayer A Hossain
- Department of Biomedicine, University of Bergen, Bergen, Norway. .,Department of Pathology, Haukeland University Hospital, Bergen, Norway.
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10
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A new generator for proposing flexible lifetime distributions and its properties. PLoS One 2020; 15:e0231908. [PMID: 32348337 PMCID: PMC7190131 DOI: 10.1371/journal.pone.0231908] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 04/02/2020] [Indexed: 11/19/2022] Open
Abstract
In this paper, we develop a generator to propose new continuous lifetime distributions. Thanks to a simple transformation involving one additional parameter, every existing lifetime distribution can be rendered more flexible with our construction. We derive stochastic properties of our models, and explain how to estimate their parameters by means of maximum likelihood for complete and censored data, where we focus, in particular, on Type-II, Type-I and random censoring. A Monte Carlo simulation study reveals that the estimators are consistent. To emphasize the suitability of the proposed generator in practice, the two-parameter Fréchet distribution is taken as baseline distribution. Three real life applications are carried out to check the suitability of our new approach, and it is shown that our extension of the Fréchet distribution outperforms existing extensions available in the literature.
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11
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Wildes TJ, Flores CT, Mitchell DA. Concise Review: Modulating Cancer Immunity with Hematopoietic Stem and Progenitor Cells. Stem Cells 2019; 37:166-175. [PMID: 30353618 PMCID: PMC6368859 DOI: 10.1002/stem.2933] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 09/19/2018] [Accepted: 10/02/2018] [Indexed: 12/17/2022]
Abstract
Hematopoietic stem and progenitor cells (HSPCs) are the progenitor cells that can regenerate the entire blood compartment, including the immune system. Recent studies have unearthed considerable immune-modulating potential of these cells. They can migrate through chemotactic gradients, differentiate into functional immune cells, and crosstalk with immune cells during infections, autoimmune diseases, and cancers. Although the primary role of HSPCs during solid malignancies is considered immunosuppressive, recent studies have discovered immune-activating HSPCs and progeny. In this review, we will discuss the recent evidence that HSPCs act as immunomodulators during solid cancers and highlight the future directions of discovery. Stem Cells 2019;37:166-175.
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Affiliation(s)
- Tyler J. Wildes
- University of Florida Brain Tumor Immunotherapy Program, Preston A. Wells, Jr. Center for Brain Tumor Therapy, Lillian S. Wells Department of NeurosurgeryMcKnight Brain Institute, University of FloridaGainesvilleFloridaUSA
| | - Catherine T. Flores
- University of Florida Brain Tumor Immunotherapy Program, Preston A. Wells, Jr. Center for Brain Tumor Therapy, Lillian S. Wells Department of NeurosurgeryMcKnight Brain Institute, University of FloridaGainesvilleFloridaUSA
| | - Duane A. Mitchell
- University of Florida Brain Tumor Immunotherapy Program, Preston A. Wells, Jr. Center for Brain Tumor Therapy, Lillian S. Wells Department of NeurosurgeryMcKnight Brain Institute, University of FloridaGainesvilleFloridaUSA
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12
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Feng Y, Zhao X, Zhou X. Semiparametric random censorship models for survival data with long-term survivors. COMMUN STAT-SIMUL C 2018. [DOI: 10.1080/03610918.2018.1529239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Yan Feng
- School of Nursing, Shanxi Medical University, Taiyuan, China
- Department of Otolaryngology, Head & Neck Surgery, The First Hospital, Shanxi Medical University, Taiyuan, China
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Xiaobing Zhao
- School of Data Sciences, Zhejiang University of Finance and Economics, Hangzhou, China
| | - Xian Zhou
- Department of Applied Finance and Actuarial Studies, Macquarie University, Sydney, Australia
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13
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Abstract
This paper considers a non-mixture cure model for right-censored data. It utilizes the maximum likelihood method to estimate model parameters in the non-mixture cure model. The simulation study is based on Fréchet susceptible distribution to evaluate the performance of the method. Compared with Weibull and exponentiated exponential distributions, the non-mixture Fréchet distribution is shown to be the best in modeling a real data on allogeneic marrow HLA-matched donors and ECOG phase III clinical trial e1684 data.
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14
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A new class of defective models based on the Marshall–Olkin family of distributions for cure rate modeling. Comput Stat Data Anal 2017. [DOI: 10.1016/j.csda.2016.10.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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15
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Peng Y, Taylor JMG. Residual-based model diagnosis methods for mixture cure models. Biometrics 2016; 73:495-505. [PMID: 27598783 DOI: 10.1111/biom.12582] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Revised: 07/01/2016] [Accepted: 08/01/2016] [Indexed: 10/21/2022]
Abstract
Model diagnosis, an important issue in statistical modeling, has not yet been addressed adequately for cure models. We focus on mixture cure models in this work and propose some residual-based methods to examine the fit of the mixture cure model, particularly the fit of the latency part of the mixture cure model. The new methods extend the classical residual-based methods to the mixture cure model. Numerical work shows that the proposed methods are capable of detecting lack-of-fit of a mixture cure model, particularly in the latency part, such as outliers, improper covariate functional form, or nonproportionality in hazards if the proportional hazards assumption is employed in the latency part. The methods are illustrated with two real data sets that were previously analyzed with mixture cure models.
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Affiliation(s)
- Yingwei Peng
- Departments of Public Health Sciences and Mathematics and Statistics, Queen's University, Kingston, ON K7L 3N6, Canada
| | - Jeremy M G Taylor
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, U.S.A
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Rocha R, Nadarajah S, Tomazella V, Louzada F. Two new defective distributions based on the Marshall-Olkin extension. LIFETIME DATA ANALYSIS 2016; 22:216-240. [PMID: 25951911 DOI: 10.1007/s10985-015-9328-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2014] [Accepted: 04/18/2015] [Indexed: 06/04/2023]
Abstract
The presence of immune elements (generating a fraction of cure) in survival data is common. These cases are usually modeled by the standard mixture model. Here, we use an alternative approach based on defective distributions. Defective distributions are characterized by having density functions that integrate to values less than 1, when the domain of their parameters is different from the usual one. We use the Marshall-Olkin class of distributions to generalize two existing defective distributions, therefore generating two new defective distributions. We illustrate the distributions using three real data sets.
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Affiliation(s)
- Ricardo Rocha
- Departamento de Estatística, Universidade Federal de São Carlos, São Carlos, SP, Brasil.
| | | | - Vera Tomazella
- Departamento de Estatística, Universidade Federal de São Carlos, São Carlos, SP, Brasil
| | - Francisco Louzada
- Instituto de Ciências Matemáticas e de Computação, Universidade de São Paulo, São Carlos, SP, Brasil
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Rocha R, Nadarajah S, Tomazella V, Louzada F, Eudes A. New defective models based on the Kumaraswamy family of distributions with application to cancer data sets. Stat Methods Med Res 2015; 26:1737-1755. [DOI: 10.1177/0962280215587976] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
An alternative to the standard mixture model is proposed for modeling data containing cured elements or a cure fraction. This approach is based on the use of defective distributions to estimate the cure fraction as a function of the estimated parameters. In the literature there are just two of these distributions: the Gompertz and the inverse Gaussian. Here, we propose two new defective distributions: the Kumaraswamy Gompertz and Kumaraswamy inverse Gaussian distributions, extensions of the Gompertz and inverse Gaussian distributions under the Kumaraswamy family of distributions. We show in fact that if a distribution is defective, then its extension under the Kumaraswamy family is defective too. We consider maximum likelihood estimation of the extensions and check its finite sample performance. We use three real cancer data sets to show that the new defective distributions offer better fits than baseline distributions.
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Affiliation(s)
- Ricardo Rocha
- Universidade Federal de São Carlos, Departamento de Estatística, São Carlos, SP, Brasil
| | | | - Vera Tomazella
- Universidade Federal de São Carlos, Departamento de Estatística, São Carlos, SP, Brasil
| | - Francisco Louzada
- Instituto de Ciências Matemáticas e de Computação, Universidade de São Paulo, São Carlos, SP, Brasil
| | - Amanda Eudes
- Universidade Federal de São Carlos, Departamento de Estatística, São Carlos, SP, Brasil
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18
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Virtue SM, Manne SL, Mee L, Bartell A, Sands S, Gajda TM, Darabos K. Psychological distress and psychiatric diagnoses among primary caregivers of children undergoing hematopoietic stem cell transplant: an examination of prevalence, correlates, and racial/ethnic differences. Gen Hosp Psychiatry 2014; 36:620-6. [PMID: 25246347 PMCID: PMC4329245 DOI: 10.1016/j.genhosppsych.2014.08.010] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2014] [Revised: 08/08/2014] [Accepted: 08/27/2014] [Indexed: 11/29/2022]
Abstract
OBJECTIVE The aims of the study were to examine the prevalence of self-reported psychological distress, examine the prevalence of interview-rated psychiatric diagnoses, identify correlates of psychological distress and psychiatric diagnosis and examine racial/ethnic group differences on measures of psychological distress among primary caregivers of children preparing to undergo hematopoietic stem cell transplant (HSCT). METHODS Caregivers (N = 215) completed the Beck Anxiety Inventory, Beck Depression Inventory (BDI), Impact of Events Scale, and a psychiatric interview assessing major depressive disorder, generalized anxiety disorder and panic disorder. Regression analyses examined correlates of distress and psychiatric diagnosis. Comparisons were made between racial/ethnic groups. RESULTS Posttraumatic stress symptoms were reported by 54% of caregivers during the time preparing for the child's HSCT. Twenty-seven percent of caregivers met diagnostic criteria for at least one of the psychiatric diagnoses during this time. Few factors were associated with distress or psychiatric diagnosis, except the child scheduled for allogeneic transplant, being married and prior psychological/psychiatric care. Sociodemographic factors accounted for racial/ethnic group differences, except that Hispanic/Latino caregivers reported higher BDI scores than non-Hispanic white caregivers. CONCLUSION Caregivers may be at greater risk of posttraumatic stress symptoms than anxiety or depression. Prior psychological/psychiatric treatment is a risk factor for greater psychological distress and psychiatric diagnosis during this time. Racial differences are mostly due to sociodemographic factors.
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MESH Headings
- Adolescent
- Adult
- Black or African American/psychology
- Black or African American/statistics & numerical data
- Anxiety Disorders/epidemiology
- Anxiety Disorders/ethnology
- Anxiety Disorders/psychology
- Caregivers/psychology
- Caregivers/statistics & numerical data
- Child
- Child, Preschool
- Depressive Disorder, Major/epidemiology
- Depressive Disorder, Major/ethnology
- Depressive Disorder, Major/psychology
- Female
- Hematopoietic Stem Cell Transplantation
- Hispanic or Latino/psychology
- Hispanic or Latino/statistics & numerical data
- Humans
- Infant
- Infant, Newborn
- Male
- Middle Aged
- Panic Disorder/epidemiology
- Panic Disorder/ethnology
- Panic Disorder/psychology
- Parents/psychology
- Prevalence
- Stress Disorders, Post-Traumatic/epidemiology
- Stress Disorders, Post-Traumatic/ethnology
- Stress Disorders, Post-Traumatic/psychology
- Stress, Psychological/epidemiology
- Stress, Psychological/ethnology
- Stress, Psychological/psychology
- White People/psychology
- White People/statistics & numerical data
- Young Adult
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Affiliation(s)
| | - Sharon L Manne
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Laura Mee
- Emory University School of Medicine, Atlanta, GA, USA
| | | | - Stephen Sands
- Columbia University Medical Center, New York, NY, USA
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19
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Cai C, Zou Y, Peng Y, Zhang J. smcure: an R-package for estimating semiparametric mixture cure models. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2012; 108:1255-60. [PMID: 23017250 PMCID: PMC3494798 DOI: 10.1016/j.cmpb.2012.08.013] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2012] [Revised: 07/27/2012] [Accepted: 08/15/2012] [Indexed: 05/31/2023]
Abstract
The mixture cure model is a special type of survival models and it assumes that the studied population is a mixture of susceptible individuals who may experience the event of interest, and cure/non-susceptible individuals who will never experience the event. For such data, standard survival models are usually not appropriate because they do not account for the possibility of cure. This paper presents an R package smcure to fit the semiparametric proportional hazards mixture cure model and the accelerated failure time mixture cure model.
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Affiliation(s)
- Chao Cai
- Department of Epidemiology and Biostatistics, University of South Carolina, Columbia, SC 29208, USA
| | - Yubo Zou
- Department of Epidemiology and Biostatistics, University of South Carolina, Columbia, SC 29208, USA
| | - Yingwei Peng
- Department of Community Health and Epidemiology, Queen’s University, Kingston, Ontario K7L 3N6, Canada
| | - Jiajia Zhang
- Department of Epidemiology and Biostatistics, University of South Carolina, Columbia, SC 29208, USA
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20
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Peng Y, Xu J. An extended cure model and model selection. LIFETIME DATA ANALYSIS 2012; 18:215-233. [PMID: 22241600 DOI: 10.1007/s10985-011-9213-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2010] [Accepted: 12/30/2011] [Indexed: 05/31/2023]
Abstract
We propose a novel interpretation for a recently proposed Box-Cox transformation cure model, which leads to a natural extension of the cure model. Based on the extended model, we consider an important issue of model selection between the mixture cure model and the bounded cumulative hazard cure model via the likelihood ratio test, score test and Akaike's Information Criterion (AIC). Our empirical study shows that AIC is informative and both the score test and the likelihood ratio test have adequate power to differentiate between the mixture cure model and the bounded cumulative hazard cure model when the sample size is large. We apply the tests and AIC methods to leukemia and colon cancer data to examine the appropriateness of the cure models considered for them in the literature.
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Affiliation(s)
- Yingwei Peng
- Department of Community Health and Epidemiology, Queen's University, Kingston, ON, K7L 3N6, Canada.
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21
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Abstract
Graft-versus-host disease (GVHD) is a major complication of allogeneic bone marrow or hematopoietic stem cell transplantation. GVHD is thought to be primarily due to the response of mature T cells transferred along with the bone marrow graft to foreign histocompatibility antigens expressed on host tissues. Recent studies, however, have challenged this paradigm set forth in the 1960s and have suggested that self-MHC class II antigens can be recognized in GVHD. Many questions still remain unanswered particularly in regard to the role of immune reconstitution, the ability to recognize and discriminate self and the re-establishment of self-tolerance. In fact, the failure to re-establish tolerance to self can lead to systemic autoimmunity that may exacerbate or even mimic GVHD. The present review summarizes our studies in autologous GVHD characterizing the underlying immune mechanisms and their potential impact in allogeneic hematopoietic stem cell transplantation.
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22
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Multiple imputation method for the semiparametric accelerated failure time mixture cure model. Comput Stat Data Anal 2010. [DOI: 10.1016/j.csda.2010.01.034] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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23
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Abstract
The optimal primary endpoint for acute graft-versus-host disease (GVHD) therapeutic trials has not been established. In a retrospective analysis, we examined the response of 864 patients who received prednisone 60 mg/m(2)/d for 14 days, followed by an 8-week taper, as initial therapy for acute GVHD from 1990-2007 at the University of Minnesota. Patients received grafts of human leukocyte antigen-matched sibling bone marrow (BM) or peripheral blood (PB; n = 315), partially matched sibling BM or PB (n = 24), unrelated donor BM or PB (n = 313), single (n = 89) or double (n = 123) umbilical cord blood. Day 28 responses were similar to day 56 responses and better than day 14 responses in predicting transplantation-related mortality (TRM). In multiple regression analysis, patients with no response at day 28 were 2.78 times (95% CI, 2.17-3.56 times; P < .001) more likely to experience TRM before 2 years than patients with a response. Other factors associated with significantly worse 2-year TRM include older age, high-risk disease, severe GVHD, and partially matched related BM/PB. No other differences in response by donor source were observed. These data suggest that day 28 is the best early endpoint for acute GVHD therapeutic trials in predicting 2-year TRM.
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24
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Xu L, Zhang J. An Alternative Estimation Method for the Semiparametric Accelerated Failure Time Mixture Cure Model. COMMUN STAT-SIMUL C 2009. [DOI: 10.1080/03610910903180657] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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25
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Tomblyn MB, Arora M, Baker KS, Blazar BR, Brunstein CG, Burns LJ, DeFor TE, Dusenbery KE, Kaufman DS, Kersey JH, MacMillan ML, McGlave PB, Miller JS, Orchard PJ, Slungaard A, Tomblyn MR, Vercellotti GM, Verneris MR, Wagner JE, Weisdorf DJ. Myeloablative hematopoietic cell transplantation for acute lymphoblastic leukemia: analysis of graft sources and long-term outcome. J Clin Oncol 2009; 27:3634-41. [PMID: 19581540 DOI: 10.1200/jco.2008.20.2960] [Citation(s) in RCA: 75] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Analysis of hematopoietic cell transplantation (HCT) for high-risk or recurrent acute lymphoblastic leukemia (ALL) using different donor sources is confounded by variable conditioning and supportive care. PATIENTS AND METHODS We studied 623 consecutive ALL myeloablative HCT (1980 to 2005). Donors were autologous (n = 209), related (RD; n = 245), unrelated (URD; n = 100), and umbilical cord blood (UCB; n = 69). RESULTS After median of 8.3 years of follow-up, 5-year overall survival (OS), leukemia-free survival (LFS), and relapse were 29% (95% CI, 26% to 32%), 26% (95% CI, 23% to 29%), and 43% (95% CI, 39% to 47%), respectively. Treatment-related mortality (TRM) at 2 years was 28% (95% CI, 25% to 31%). Mismatched URD sources yielded higher TRM (relative risk [RR], 2.2; P < .01) and lower OS (RR, 1.5; P = .05) than RD or UCB HCT. Autografting yielded significantly more relapse (68%; 95% CI, 59% to 77%; P < .01) and poorer LFS (14%; 95% CI, 10% to 18%; P = .01). HCT in first complete remission (CR1) yielded significantly better outcomes than later HCT. In a 1990 to 2005 allogeneic CR1/second complete response cohort, 5-year OS, LFS, and relapse rates were 41% (95% CI, 35% to 47%), 38% (95% CI, 32% to 44%), and 25% (95% CI, 19% to 31%), respectively; 2-year TRM was 34% (95% CI, 28% to 40%). With RD, well-matched URD and UCB sources, 5-year LFS was 40% (95% CI, 31% to 49%), 42% (95% CI, 14% to 70%), and 49% (95% CI, 34% to 64%), respectively, while relapse was 31% (95% CI, 22% to 40%), 17% (95% CI, 0% to 37%), and 27% (95% CI, 13% to 41%). Acute graft-versus-host disease was associated with fewer relapses. Since 1995, we noted progressive improvements in OS, LFS, and TRM. CONCLUSION Allogeneic, but not autologous, HCT for ALL results in durable LFS. Importantly, HCT using UCB led to similar outcomes as either RD or well-matched URD. HCT in early remission can best exploit the potent antileukemic efficacy of allografting from UCB, RD, or URD sources.
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Affiliation(s)
- Michael B Tomblyn
- Department of Therapeutic Radiology and Radiation Oncology, University of Minnesota, Minneapolis, MN 55455, USA
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26
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Carella AM, Nati S, Carlier P, Pierluigi D, Giordano D, Congiu A, Santini G, Scarpati D, Barra S, Corvo R, Vitale V, Raffo MR, Cerri R, Risso M, Spriano M, Vimercati R, Pungolino E, Bacigalupo A, Damasio E. Autologous Unpurged Bone Marrow Transplantation for Acute Non Lymphoblastic Leukemia in First Remission. Leuk Lymphoma 2009; 5:43-7. [DOI: 10.3109/10428199109068103] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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27
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Takaue Y. Peripheral Blood Stem Cell Autografts in Children with Acute Lymphoblastic Leukemia and Lymphoma: Updated Experience. Leuk Lymphoma 2009; 3:241-56. [DOI: 10.3109/10428199109107912] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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28
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Stewart K, Keating A, Sutton D, Scott JG, Francombe W, Carter WH, Baker MA. Adult Acute Lymphoblastic Leukaemia: The Value of Therapy Intensification. Leuk Lymphoma 2009; 4:103-10. [DOI: 10.3109/10428199109068052] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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29
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30
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Peng Y, Zhang J. Estimation method of the semiparametric mixture cure gamma frailty model. Stat Med 2008; 27:5177-94. [DOI: 10.1002/sim.3358] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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31
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Harker-Murray PD, Thomas AJ, Wagner JE, Weisdorf D, Luo X, DeFor TE, Verneris MR, Dusenbery KE, MacMillan ML, Tolar J, Baker KS, Orchard PJ. Allogeneic hematopoietic cell transplantation in children with relapsed acute lymphoblastic leukemia isolated to the central nervous system. Biol Blood Marrow Transplant 2008; 14:685-92. [PMID: 18489994 DOI: 10.1016/j.bbmt.2008.03.011] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2007] [Accepted: 03/24/2008] [Indexed: 01/15/2023]
Abstract
Allogeneic hematopoietic cell transplantation (HCT) is the standard of care for pediatric patients with early medullary relapse of acute lymphoblastic leukemia (ALL). Most patients with isolated central nervous system (CNS) relapse have good outcomes when treated with intrathecal and systemic chemotherapy followed by irradiation to the neuroaxis. However, the role of HCT remains unclear for those patients with early isolated CNS relapse (<18 months) or who had high risk disease at diagnosis. We therefore compared the HCT outcomes of 116 children treated at the University of Minnesota from 1991 to 2006 with relapsed ALL involving the CNS alone (CNS, n = 14), the bone marrow alone (BM, n = 85), or both bone marrow and CNS (BM + CNS, n = 17). There were no significant differences among groups in age at diagnosis or transplant, length of first complete remission (CR1), remission status (CR2 versus >or=CR3), graft source, or preparative regimen. The incidence of acute GVHD was similar between groups. Patients with isolated CNS relapse had the lowest cumulative incidence of mortality following transplant (CNS: 0%, BM: 19%, BM + CNS: 29%, P = .03) and relapse (CNS: 0% BM: 30%, BM + CNS: 12%, at 2 years, P = .01) and highest leukemia-free survival (CNS: 91%, BM: 35%, BM + CNS: 46%, P < .01) at 5 years. Risk factors for poor survival were: T cell leukemia or BCR-ABL gene rearrangement, history of marrow relapse, and receipt of HLA-mismatched marrow. These data support the use of allogeneic HCT in the treatment of children with poor prognosis isolated CNS relapse.
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Affiliation(s)
- Paul D Harker-Murray
- Pediatric Blood and Marrow Transplant Program, University of Minnesota, Minneapolis, Minnesota, USA
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32
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Baron F, Gothot A, Salmon JP, Hermanne JP, Pierard GE, Fillet G, Beguin Y. Clinical course and predictive factors for cyclosporin-induced autologous graft-versus-host disease after autologous haematopoietic stem cell transplantation. Br J Haematol 2008. [DOI: 10.1111/j.1365-2141.2000.02470.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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33
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Zhang J, Peng Y. A new estimation method for the semiparametric accelerated failure time mixture cure model. Stat Med 2007; 26:3157-71. [PMID: 17094075 DOI: 10.1002/sim.2748] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The proportional hazard (PH) mixture cure model and the accelerated failure time (AFT) mixture cure model are usually used in analysing failure time data with long-term survivors. However, the semiparametric AFT mixture cure model has attracted less attention than the semiparametric PH mixture cure model because of the complexity of its estimation method. In this paper, we propose a new estimation method for the semiparametric AFT mixture cure model. This method employs the EM algorithm and the rank estimator of the AFT model to estimate the parameters of interest. The M-step in the EM algorithm, which incorporates the rank-like estimating equation, can be carried out easily using the linear programming method. To evaluate the performance of the proposed method, we conduct a simulation study. The results of the simulation study demonstrate that the proposed method performs better than the existing estimation method and the semiparametric AFT mixture cure model improves the identifiability of the parameters in comparison to the parametric AFT mixture cure model. To illustrate, we apply the model and the proposed method to a data set of failure times from bone marrow transplant patients.
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Affiliation(s)
- Jiajia Zhang
- Department of Mathematics and Statistics, Memorial University of Newfoundland, St. John's, NL, Canada A1C 5S7.
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34
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Zhou S, Maller RA. The Likelihood Ratio Test for the Presence of Immunes in a Censored Sample. STATISTICS-ABINGDON 2007. [DOI: 10.1080/02331889508802521] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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35
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Blood and marrow transplantation: a perspective from the University of Minnesota. Immunol Res 2007; 38:149-64. [DOI: 10.1007/s12026-007-0037-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/1999] [Revised: 11/30/1999] [Accepted: 11/30/1999] [Indexed: 10/23/2022]
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36
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Hess AD. Modulation of graft-versus-host disease: role of regulatory T lymphocytes. Biol Blood Marrow Transplant 2006; 12:13-21. [PMID: 16399597 DOI: 10.1016/j.bbmt.2005.11.002] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2005] [Accepted: 11/07/2005] [Indexed: 12/01/2022]
Abstract
Graft-versus-host (GVH) disease (GVHD) continues to be a major life-threatening complication after allogeneic bone marrow transplantation. Considerable progress has been made elucidating the pathophysiology of acute GVHD. Mature donor T cells transferred along with the marrow graft directly recognize antigenic differences on antigen-presenting cells of the host. Once activated, donor antihost-specific T cells can mediate tissue destruction. Interestingly, the failure to clonally delete autoreactive T cells in the thymus can also lead to an autoimmune syndrome mimicking the pathology of GVHD. Negative selection in the thymus may be compromised either by damage to the thymic epithelium (because of a direct attack by donor antihost alloreactive T cells) or by the use of immunosuppressive drugs that inhibit clonal deletion. An important component underlying GVHD mediated by either alloreactive or autoreactive T cells is the absence of a competent peripheral regulatory system. Studies in animal model systems clearly indicate that regulatory T cells play a vital role in down-regulating GVHD and are critically important for the establishment of active dominant tolerance to both allo- and self-major histocompatibility complex antigens. Although multiple populations of cells appear to participate in this process, CD4(+) regulatory T cells that innately express CD25(+) appear to orchestrate the regulatory control of the immune response. Evidence for regulatory T cells in clinical bone marrow transplantation, however, remains rudimentary. The recent identification that CD4(+)CD25(+) regulatory T cells preferentially express the Foxp3 nuclear transcription factor and the development of molecular reagents to isolate antigen-specific T cells have provided unique opportunities to explore immunoregulatory mechanisms after clinical marrow transplantation. Recent studies in recipients of clinical bone marrow transplantation suggest that antigen-specific CD4(+)CD25(+)Foxp3(+) T cells play a vital role in the regulatory control of GVH reactions mediated by both alloreactive and autoreactive lymphocytes. These regulatory T cells also appear to facilitate the establishment of donor antihost and donor antidonor (self) tolerance.
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Affiliation(s)
- Allan D Hess
- The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University, Baltimore, Maryland 21231, USA.
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37
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Hamaki T, Kami M, Kanda Y, Yuji K, Inamoto Y, Kishi Y, Nakai K, Nakayama I, Murashige N, Abe Y, Ueda Y, Hino M, Inoue T, Ago H, Hidaka M, Hayashi T, Yamane T, Uoshima N, Miyakoshi S, Taniguchi S. Reduced-intensity stem-cell transplantation for adult acute lymphoblastic leukemia: a retrospective study of 33 patients. Bone Marrow Transplant 2005; 35:549-56. [PMID: 15756282 DOI: 10.1038/sj.bmt.1704776] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Efficacy of reduced-intensity stem-cell transplantation (RIST) for acute lymphoblastic leukemia (ALL) was investigated in 33 patients (median age, 55 years). RIST sources comprised 20 HLA-identical related donors, five HLA-mismatched related, and eight unrelated donors. Six patients had undergone previous transplantation. Disease status at RIST was first remission (n=13), second remission (n=6), and induction failure or relapse (n=14). All patients tolerated preparatory regimens and achieved neutrophil engraftment (median, day 12.5). Acute and chronic graft-versus-host disease (GVHD) developed in 45 and 64%, respectively. Six patients received donor lymphocyte infusion (DLI), for prophylaxis (n=1) or treatment of recurrent ALL (n=5). Nine patients died of transplant-related mortality, with six deaths due to GVHD. The median follow-up of surviving patients was 11.6 months (range, 3.5-37.3 months). The 1-year relapse-free and overall survival rates were 29.8 and 39.6%, respectively. Of the 14 patients transplanted in relapse, five remained relapse free for longer than 6 months. Cumulative rates of progression and progression-free mortality at 3 years were 50.9 and 30.4%, respectively. These findings suggest the presence of a graft-versus-leukemia effect for ALL. RIST for ALL is worth considering for further evaluation.
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Affiliation(s)
- T Hamaki
- Department of Transfusion Medicine, Metropolitan Fuchu Hospital, Tokyo, Japan
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38
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Badell I, Muñoz A, Ortega JJ, Martínez A, Madero L, Bureo E, Verdeguer A, Fernandez-Delgado R, Cubells J, Soledad-Maldonado M, Olivé T, Sastre A, Baro J, Díaz MA. Long-term outcome of allogeneic or autologous haemopoietic cell transplantation for acute lymphoblastic leukaemia in second remission in children. GETMON experience 1983–1998. Bone Marrow Transplant 2005; 35:895-901. [PMID: 15778727 DOI: 10.1038/sj.bmt.1704932] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
We present a retrospective study of long-term outcome and predictive factors of survival and relapse in 219 paediatric patients with acute lymphoblastic leukaemia (ALL) in second remission. They received allogeneic (allo) or autologous (auto) haemopoietic cell transplantation (HCT) depending on the availability of a matched sibling donor. The probability of event-free survival (EFS) for the total patient group was 0.35+0.03 at 14 years. No significant differences were observed for EFS between allo- and auto-HCT: 0.39+0.05 vs 0.32+0.04 (P=0.43). A better EFS was seen in patients with a late relapse (LR) (P=0.06 and 0.02, for allogeneic and autologous respectively). Significantly better EFS was observed in allo-HCT patients under 10 years of age and in auto-HCT patients with leukocytes at diagnosis below 25 x 109/l and late relapse. Predictive factors of failure in both groups were early relapse (ER), medullary relapse and age over 10 years. The probability of relapse (RP) for the total group of patients was 0.57+0.03, and it was significantly higher in auto-HCT patients: 0.65+0.04 vs 0.42+0.06 (P=0.002). Factors predictive for relapse were medullary and early relapse, auto-HCT and WBC >25 x 109/l at diagnosis.
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Affiliation(s)
- I Badell
- Hospital Sant Pau, Barcelona, Spain.
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39
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Mohty M, Boiron JM, Damaj G, Michallet AS, Bay JO, Faucher C, Perreau V, Bilger K, Coso D, Stoppa AM, Tabrizi R, Gastaut JA, Michallet M, Maraninchi D, Blaise D. Graft-versus-myeloma effect following antithymocyte globulin-based reduced intensity conditioning allogeneic stem cell transplantation. Bone Marrow Transplant 2004; 34:77-84. [PMID: 15133485 DOI: 10.1038/sj.bmt.1704531] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
In all, 41 multiple myeloma (MM) patients received an antithymocyte globulin (ATG), fludarabine, and busulfan-based reduced intensity conditioning (RIC) for allogeneic stem cell transplantation (allo-SCT) from HLA-identical siblings. In total, 29 patients (70%) were in partial remission, one patient in complete remission, and 11 (27%) with progressive disease at the time of allo-SCT. Median time between diagnosis and allo-SCT was 24 months. The cumulative incidences of grade II-IV and grade III-IV acute graft-versus-host disease (GVHD) were 36% (95% CI, 21-51%) and 7% (95% CI, 2-20%), respectively. Overall, 10 patients developed limited chronic GVHD, whereas seven developed an extensive form (cumulative incidence, 41% (95% CI, 26-56%) at 2 years). With a median follow-up of 389 days, the overall cumulative incidence of transplant-related mortality (TRM) was 17% (95% CI, 6-28%). In all, 11 patients (27%) are in continuous complete remission, and the Kaplan-Meier estimates of overall survival (OS) and progression-free survival (PFS) at 2 years were 62% (95% CI, 47-76%) and 41% (95% CI, 23-62%), respectively. PFS and OS were significantly higher in patients with chronic GVHD as compared to patients without chronic GVHD (P=0.006 for PFS and P=0.01 for OS). Collectively, these data demonstrate that RIC allo-SCT can mediate a potentially curative graft-versus-myeloma effect with an acceptable incidence of toxicity and TRM.
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Affiliation(s)
- M Mohty
- Unité de Transplantation et de Thérapie Cellulaire, Institut Paoli-Calmettes, Marseille, France.
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40
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Abstract
We develop a new parametric model using the three-parameter Burr XII distribution for the analysis of survival data with long-term survivors, which includes the previous Weibull mixture model as a special case. The new model is applied to the analysis of a set of leukaemia data for which previous attempts in the literature using traditional parametric models were unsatisfactory due to lack of fit. It is shown that the new model improves the fit to the leukaemia data significantly and is thus capable of providing more credible answers to a variety of statistical inference problems that are of interest to medical researchers and practitioners.
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Affiliation(s)
- Quanxi Shao
- CSIRO Mathematical and Information Sciences, Private Bag No. 5, Wembley, WA 6913, Australia
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41
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MacMillan ML, Radloff GA, Kiffmeyer WR, DeFor TE, Weisdorf DJ, Davies SM. High-producer interleukin-2 genotype increases risk for acute graft-versus-host disease after unrelated donor bone marrow transplantation. Transplantation 2003; 76:1758-62. [PMID: 14688528 DOI: 10.1097/01.tp.0000095899.54052.89] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Cytokine polymorphisms may modulate immunologic reactivity, including graft-versus-host disease (GVHD). A single nucleotide polymorphism resulting in a thymine-to-guanine transition in the interleukin (IL)-2 gene promoter region occurs at position -330. In vitro studies have shown that the G allele is associated with early and sustained enhancement of IL-2 production, a so-called high-producer genotype. Because IL-2 is a proinflammatory cytokine, we hypothesized that recipients with high-producer genotypes would have increased frequency of GVHD after allogeneic bone marrow transplantation (BMT). METHODS We studied 95 consecutive donor and recipient pairs who received an unrelated donor BMT at the University of Minnesota. The median age at time of BMT was 14.1 years (range 0.9-54.8 years). Stem cells were human leukocyte antigen-A, B, and DRB1 matched in 70 cases (74%) and single-antigen mismatched in 25 cases (26%). GVHD prophylaxis consisted of cyclosporine-containing regimens (53%), T-cell depletion by elutriation (42%), and others (2%). RESULTS The probability of grade II-IV acute GVHD at day 100 was 36% (95% confidence interval 26%-46%) and was significantly affected by the presence of recipient IL-2 G allele. The probability of acute GVHD was 49% in 49 patients (52%) with at least one G allele compared with 24% in 42 patients (44%) with no G allele (P<0.01). In the Cox regression analysis, the presence of at least one IL-2 G allele was associated with a twofold increased risk of acute GVHD. CONCLUSIONS If confirmed by others, our results indicate that more intensive GVHD prophylaxis is needed for patients with at least one IL-2 G allele, possibly directed toward blunting early host cell production of IL-2.
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Affiliation(s)
- Margaret L MacMillan
- Department of Pediatrics, University of Minnesota, MMC 484, 420 Delaware Street SE, Minneapolis, MN 55455, USA.
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42
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Park J, Lee MH, Lee HR, Park SH, Lee SH, Lee KE, Lee H, Park JO, Kim K, Jung CW, Im YH, Kang WK, Ko YH, Park K. Autologous peripheral blood stem cell transplantation with induction of autologous graft-versus-host disease in acute myeloid leukemia. Bone Marrow Transplant 2003; 32:889-95. [PMID: 14561989 DOI: 10.1038/sj.bmt.1704251] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
We studied whether the induction of autologous graft-versus-host disease (GVHD) has an antileukemic effect and consequently increases the survival of patients undergoing autologous peripheral blood stem cell transplantation (PBSCT). In all, 22 acute myeloid leukemia patients with favorable and intermediate cytogenetic risk, in their first complete remission, were administered cyclosporine c.i.v. from day 0 to day +28 at a dose of 3.0 mg/kg per day and interferon-gamma (IFN-gamma) at 0.025 mg/m(2) s.c. every other day from day +14 to day +42 following autologous PBSCT. Natural-killer (NK)-cell activity assays and skin biopsies were performed. Successful engraftment was achieved in all patients at a median of 13 days without significant additional toxicity. Histologically confirmed cutaneous GVHD developed in 12 patients, and NK-cell activity was significantly augmented after autologous PBSCT in those patients (P=0.03). After a median follow-up duration of 37.7 months (range, 7.3-72.8), the 3-year disease-free survival (DFS) and overall survival (OS) rates were 64.4 and 73.1%, respectively, without significant correlation with GVHD status or augmentation of NK-cell activity. These data suggest that the administration of cyclosporine and IFN-gamma following autologous PBSCT improves OS and DFS, which may be attributable to the antileukemic effect, although no difference in survival could be demonstrated between cutaneous GVHD-positive and -negative groups.
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Affiliation(s)
- J Park
- Division of Hematology/Oncology, Department of Medicine, Seoul, Korea
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43
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Mohty M, Bay JO, Faucher C, Choufi B, Bilger K, Tournilhac O, Vey N, Stoppa AM, Coso D, Chabannon C, Viens P, Maraninchi D, Blaise D. Graft-versus-host disease following allogeneic transplantation from HLA-identical sibling with antithymocyte globulin-based reduced-intensity preparative regimen. Blood 2003; 102:470-6. [PMID: 12649133 DOI: 10.1182/blood-2002-12-3629] [Citation(s) in RCA: 146] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Reduced-intensity conditioning (RIC) regimens are increasingly used for allogeneic stem cell transplantation (allo-SCT). RIC has been shown to allow engraftment with minimal early transplantation-related mortality (TRM). However, in the context of RIC, predictive factors for acute and chronic graft-versus-host disease (aGVHD and cGVHD, respectively) and their effect on outcome remain unknown. In this report, we analyzed the outcome of 101 high-risk patients (70 hematologic and 31 nonhematologic malignancies) who received an HLA-identical sibling allo-SCT after RIC, including fludarabine, busulfan, and antithymocyte globulin (ATG). The cumulative incidence of grade II-IV aGVHD was 36% (95% confidence interval [CI], 27%-45%), whereas the cumulative incidence of cGVHD at 2 years was 43% (95% CI, 33%-53%). In multivariate analysis, the incidence of aGVHD was significantly associated with the ATG dose infused during conditioning (P =.0005), whereas peripheral blood as stem cell source was the only predictive factor for the development of cGVHD (P =.0007). The 1-year cumulative incidences of disease progression or relapse in patients with (n = 69) and without (n = 31) GVHD (whatever its form or grade) were 30% (95% CI, 19%-41%) and 55% (95% CI, 37%-72%), respectively (P =.02), suggesting that a potent graft-versus-tumor (GVT) effect can be achieved in high-risk patients following RIC. Moreover, the GVT effect was closely associated with GVHD without an increased risk of TRM (cumulative incidence of TRM, 18% [95% CI, 10%-25%]). Collectively, these results provide a framework for the refinement of RIC approaches designed to enhance the GVT effect with an acceptable risk of GVHD.
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Affiliation(s)
- Mohamad Mohty
- Unité de Transplantation et de Thérapie Cellulaire, Institut Paoli-Calmettes, Marseille, France
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44
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MacMillan ML, Radloff GA, DeFor TE, Weisdorf DJ, Davies SM. Interleukin-1 genotype and outcome of unrelated donor bone marrow transplantation. Br J Haematol 2003; 121:597-604. [PMID: 12752101 DOI: 10.1046/j.1365-2141.2003.04314.x] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The interleukin 1 (IL-1) gene family includes three members (IL-1-alpha, IL-1-beta and IL-1Ra) that mediate immune and inflammatory responses through two specific cell surface receptors. Cytosine to thymine transitions at codons -889 and -511 in the IL-1-alpha and IL-1-beta genes, respectively, and an 86-base pair repeat in the IL-1Ra are believed to influence gene transcription. We have genotyped these three polymorphisms in 90 donor/recipient pairs undergoing unrelated donor bone marrow transplantation (BMT) at the University of Minnesota. We found no association between the occurrence of acute GVHD and donor and/or recipient polymorphisms of any of the three IL-1 genes. The presence of at least one IL-1alpha- 889 T allele in the donor was associated with significantly improved survival in univariate analysis (survival at 1 year 40% C/C donor, 68% T/C donor, 75% T/T donor, P < 0.01). Multiple regression analysis showed that if the donor and recipient each possessed the IL-1alpha T allele there was significantly improved survival [relative risk (RR) 0.2, P < 0.01] and decreased treatment-related mortality (TRM; RR 0.2, P = 0.01). The presence of the IL-1beta T allele in donor and recipient was also associated with improved survival (RR 0.2, P < 0.01) and decreased TRM (RR 0.1, P < 0.01). These data suggest that donor polymorphism in IL-1alpha and IL-1beta might influence survival after unrelated donor BMT, but does not alter risk of GVHD.
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Affiliation(s)
- Margaret L MacMillan
- Pediatrics Department, Blood and Marrow Transplant Program, University of Minnesota, Minneapolis, MN 55455, USA.
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45
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Vallera DA, Elson M, Brechbiel MW, Dusenbery KE, Burns LJ, Skubitz KM, Jaszcz WB, Ramsay NK, Panoskaltsis-Mortari A, Kuroki DW, Wagner JE, Kersey JH. Preclinical studies targeting normal and leukemic hematopoietic cells with Yttrium-90-labeled anti-CD45 antibody in vitro and in vivo in nude mice. Cancer Biother Radiopharm 2003; 18:133-45. [PMID: 12804039 DOI: 10.1089/108497803765036300] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
A study was undertaken to investigate the suitability of using a high affinity (Kd = 1.1 nM) anti-CD45 monoclonal antibody for delivering the high energy beta-particle emitting isotope (90)Y to lymphohematopoietic target cells in vivo. The antibody, AHN-12, recognized the tyrosine phosphatase CD45 expressed on the surface of normal and malignant hematopoietic cells and studies showed that it reacted with both CD45-expressing normal peripheral blood cells and leukemia cells from patients. The antibody was readily labeled with (90)Y using the highly stable chelate 1B4M-DTPA and the radioimmunoconjugate was designated (90)Y-anti-CD45. The agent selectively bound to CD45(+) B cell line Daudi, but not CD45(-) control cells and significantly (p = 0.007) more bound to Daudi tumors growing in athymic nude mice than did a control non-reactive antibody. Moreover, biodistribution data correlated well to an anti-Daudi effect observed against established tumors in nude mice. The effect was dose dependent and irreversible with the best results in mice receiving a single dose of 137 microCi (90)Y-anti-CD45. These mice displayed a significantly (p < 0.0095) better anti-tumor effect than a control (90)Y-labeled antibody and survived over 135 days with no evidence of tumor. Histology studies showed no significant injury to kidney, liver, or small intestine even at 254 microCi, the highest dose tested. Because radiolabeled anti-CD45 antibody can be used to deliver radiation selectively to lymphohematopoietic tissue, these data indicate that this agent may be used to improve treatment of hematopoietic malignancies, particularly leukemia and lymphoma, when combined with hematopoietic stem cell transplantation in a future clinical trial.
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Affiliation(s)
- D A Vallera
- University of Minnesota Cancer Center, Department of Therapeutic Radiology-Radiation Oncology, Minneapolis 55455, USA.
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46
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Georges GE, Storb R. Review of "minitransplantation": nonmyeloablative allogeneic hematopoietic stem cell transplantation. Int J Hematol 2003; 77:3-14. [PMID: 12568294 DOI: 10.1007/bf02982597] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Nonmyeloablative conditioning regimens for allogeneic hematopoietic stem cell transplantation (HSCT) have been developed over the past few years as important alternatives to conventional myeloablative conditioning regimens for older or medically unfit patients with hematologic malignancies, as well as for patients with certain nonmalignant hematologic diseases or renal cell cancer. This review summarizes the biological background, current clinical applications, and indications for this novel treatment approach for treating hematologic malignancies. Historically, allogeneic HSCT has been based on the use of cytotoxic and myeloablative chemotherapy and radiotherapy conditioning regimens that are intended both to eradicate malignancy and to eliminate host hematopoiesis and immune cells. Such a regimen was followed by the infusion of histocompatible donor marrow or peripheral blood stem cells to rescue hematopoiesis. For older patients or for those who had previously been treated with intensive chemotherapy or radiotherapy, the toxicity of myeloablative conditioning was prohibitive. Although most hematologic malignancies occur in older patients, these patients had not been previously eligible for the potentially curative therapy offered by allogeneic HSCT. Based in large part on preclinical studies with the dog model of HSCT and on an improved understanding of the mechanisms for controlling immune modulation, successful development of nonmyeloablative conditioning regimens for clinical use has occurred. Clear evidence of a therapeutic graft-versus-tumor effect mediated by allogeneic T-cells prompted an exploration for HSCT regimens that rely solely on nonmyeloablative immunosuppression to facilitate allogeneic engraftment. In lieu of intensive chemoradiotherapy before transplantation, engrafted donor T-cells are used to accomplish the task of eradicating the host's malignant cells. We review the updated results of an ongoing multicenter study to investigate the safety and efficacy of nonmyeloablative HSCT using a regimen of 2 Gy total body irradiation in patients with advanced hematologic malignancies who were ineligible for conventional myeloablative conditioning. In addition, we review the results of reduced-intensity HSCT trials from other transplantation centers.
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Affiliation(s)
- George E Georges
- Clinical Division, Fred Hutchinson Cancer Research Center and Department of Medicine, University of Washington, Seattle, Washington 98109-1024, USA.
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47
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Koti KM. Gamma failure-time mixture models: yet another way to establish efficacy. Pharm Stat 2003. [DOI: 10.1002/pst.36] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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48
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Grañena Batista A, Ferra Coll C. Autologous stem cell transplantation and purging in adult acute lymphoblastic leukaemia. Best Pract Res Clin Haematol 2002; 15:675-93. [PMID: 12617870 DOI: 10.1053/beha.2002.0227] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The prognosis for adult acute lymphoblastic leukaemia (ALL) is poor. Only 20-30% of patients will be cured with conventional chemotherapy. Haematopoietic progenitor transplantation is thus an attractive option in these patients. Even if allogeneic transplantation allows a better control of the disease, autologous transplantation remains an important alternative for patients lacking a suitable donor or when allogeneic transplants imply excessive risk. Relapse is the main drawback of autologous transplants, but many strategies are being explored to overcome this problem. We focus here on transplant modality, the source of haematopoietic progenitors, and the best timing to apply the procedure. Also reviewed are the current situation and future strategies for improving results in this setting, such as ex vivo purging; immunotherapy and maintenance chemotherapy.
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Affiliation(s)
- Albert Grañena Batista
- Haematology Department, Institut Català d'Oncologia, Hospital Duran i Reynals Autovia de Castelldefels, km 2.7. Hospitalet de Llobregat, 08907, Barcelona, Spain
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49
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Avivi I, Rowe JM, Goldstone AH. Stem cell transplantation in adult ALL patients. Best Pract Res Clin Haematol 2002; 15:653-74. [PMID: 12617869 DOI: 10.1053/beha.2003.0232] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Less than 40% of adult acute lymphocytic leukaemia (ALL) patients will still be alive at 5 years post-diagnosis. Ways to improve patients' outcome, using high-dose therapy followed by autologous/allogeneic stem cell transplantation (SCT) in first complete remission (CR1) rather than consolidation/maintenance chemotherapy, have been investigated. However, prospective studies are small and results are inconclusive. The largest prospective trial ever being performed in adult ALL patients, the ongoing UKALL 12/ECOG 2993 trial, is assigning all patients who have a sibling donor to receive allogeneic SCT (alloSCT) in CR1, whereas all other patients are randomized to continue chemotherapy versus autologous SCT. An interim analysis of this trial seems to support an alloSCT in first CR in adult ALL patients (reflected by a significantly reduced relapse rate with an improved disease-free survival). However, less than 30% of the patients have a matched sibling donor, the majority of the patients are over 40 years old, which makes them less suitable for conventional allograft, and even in those who have a matched sibling donor and are young and fit enough to receive it the treatment-related mortality (TRM) is about 20%. Strategies for expanding donor availability, meanwhile, to reduce the TRM, remain challenges. Data regarding the efficacy of reduced-intensity regimens in ALL patients are still scanty. Another way of improving patient outcome is to select patients for allograft more carefully. There are enough data to suggest now that children who achieved a clinical remission but failed to obtain a molecular/immunological remission are more prone to relapse. Similar data have recently been published for adult ALL. However, data are still limited, and the significance of minimal residual disease (MRD) has never been studied prospectively in adult ALL patients. A reasonable approach is to assign all patients with a matched related donor who has failed to achieve a molecular/immunological remission to receive a conventional alloSCT, whereas all others might be randomized to receive alloSCT versus chemotherapy/autologousSCT. However, patients with Ph(+) ALL who have a donor should receive an alloSCT in CR1, regardless of their MRD results. It appears that alloSCT provides the best chance for cure. However, by improving our ability to select those who have the highest risk for relapse, unnecessary toxicity/mortality might be prevented and the general outcome might improve.
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Affiliation(s)
- I Avivi
- Department of Haematology and Bone Marrow Transplantation, University College London Hospital, London, UK.
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50
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Khan SA, Gaa B, Pollock BH, Shea B, Reddy V, Wingard JR, Moreb JS. Engraftment syndrome in breast cancer patients after stem cell transplantation is associated with poor long-term survival. Biol Blood Marrow Transplant 2002; 7:433-8. [PMID: 11569888 DOI: 10.1016/s1083-8791(01)80010-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
An autoaggression graft-versus-host (GVHD)-like syndrome or engraftment syndrome (ES) presenting with skin rash, fever, and other clinical findings can accompany the early phase of engraftment after autologous peripheral blood stem cell (PBSC)/bone marrow (BM) transplantation. Because ES was suggested to be analogous to GVHD, we have investigated whether ES was associated with any graft-versus-tumor effect that would affect disease progression and survival in breast cancer patients. Eighty-five consecutive patients who received BM/PBSC transplantation for breast cancer (stages II-IV) between July 1991 and July 1997 with minimum 2-year follow-up were studied. Median follow-up time was 892 days (range, 106-2913 days). Thirty-three patients (39%) developed ES. The incidence of relapse/progressive disease for the whole cohort was 61% and was similar in patients who developed ES compared with those who did not. However, there was an increased rate of mortality observed among the patients who had developed ES versus those who had not, although it was statistically not significant, (52% versus 31%, respectively; log rank, P = .08). Increased mortality rates due to disease progression were seen in all patients with ES regardless of their disease stage. In relapsed patients, median survival time after transplantation was 586 days for those with ES versus 847 days for those without ES, and the mortality rate was 85% (17/20) versus 51% (16/31) (P = .008) for those with or without ES, respectively. Visceral (lung, liver, brain, adrenal) or multiple-site relapses were observed in 85% of patients with ES versus 52% without ES (P = .01). In conclusion, whereas there was no effect of ES on relapse rate, a surprisingly significant increase in disease-related mortality rates among relapsed breast cancer patients with ES was found. Thus, patients with ES should be considered for close follow-up and further therapy posttransplantation.
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Affiliation(s)
- S A Khan
- Division of Hematology/Oncology, College of Medicine, University of Florida, Gainesville 32610-0277, USA.
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