A day 14 endpoint for acute GVHD clinical trials.

Biomarkers acute GVHD classification and regression tree competing risk competing risks composite decision curve analysis endpoints immunosuppression machine learning nonrelapse mortality surrogate time-dependent AUC treatment response

Journal

Transplantation and cellular therapy
ISSN: 2666-6367
Titre abrégé: Transplant Cell Ther
Pays: United States
ID NLM: 101774629

Informations de publication

Date de publication:
04 Feb 2024
Historique:
received: 03 10 2023
revised: 15 01 2024
accepted: 25 01 2024
medline: 7 2 2024
pubmed: 7 2 2024
entrez: 6 2 2024
Statut: aheadofprint

Résumé

The overall response (ORR) rate 28 days after treatment has been adopted as the primary endpoint for clinical trials of acute graft versus host disease (GVHD). However, physicians often need to modify immunosuppression earlier than day (D) 28, and non-relapse mortality (NRM) does not always correlate with ORR at D28. We studied 1144 patients that received systemic treatment for GVHD in the Mount Sinai Acute GVHD International Consortium and divided them into a training set (n=764) and a validation set (n=380). We used a recursive partitioning algorithm to create a Mount Sinai model that classifies patients into favorable or unfavorable groups that predicted 12 month NRM according to overall GVHD grade at both onset and D14. In the Mount Sinai model grade II GVHD at D14 was unfavorable for grade III/IV GVHD at onset and predicted NRM as well as the D28 standard response model. TheMAGIC algorithm probability (MAP) is a validated score that combines the serum concentrations of suppression of tumorigenicity 2 (ST2) and regenerating islet-derived 3-alpha (REG3α) to predict NRM. Inclusion of the D14 MAP biomarker score with the D14 Mount Sinai model created three distinct groups (good, intermediate, poor) with strikingly different NRM (8%, 35%, 76% respectively). This D14 MAGIC model displayed better AUC, sensitivity, positive and negative predictive value, and net benefit in decision curve analysis compared to the D28 standard response model. We conclude that this D14 MAGIC model could be useful in therapeutic decisions and may offer an improved endpoint for clinical trials of acute GVHD treatment.

Identifiants

pubmed: 38320730
pii: S2666-6367(24)00176-3
doi: 10.1016/j.jtct.2024.01.079
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Informations de copyright

Copyright © 2024. Published by Elsevier Inc.

Auteurs

Nikolaos Spyrou (N)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Yu Akahoshi (Y)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Steven Kowalyk (S)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

George Morales (G)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Rahnuma Beheshti (R)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Paibel Aguayo-Hiraldo (P)

Division of Hematology, Oncology and Blood and Marrow Transplantation, Children's Hospital of Los Angeles, Los Angeles, CA.

Monzr M Al Malki (MMA)

Hematology/Hematopoietic Cell Transplant, City of Hope National Medical Center, Duarte, CA.

Francis Ayuk (F)

Department of Stem Cell Transplantation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

Peter Bader (P)

Division for Stem Cell Transplantation and Immunology, Department for Children and Adolescents, University Hospital, Goethe University, Frankfurt, Germany.

Janna Baez (J)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Alexandra Capellini (A)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Hannah Choe (H)

Division of Hematology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH.

Zachariah DeFilipp (Z)

Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA.

Matthias Eder (M)

Department of Hematology, Hemostasis, Oncology, and Stem Cell Transplantation, Hannover Medical School, Hannover, Germany.

Gilbert Eng (G)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Aaron Etra (A)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Sigrun Gleich (S)

Department of Hematology and Oncology, Internal Medicine III, University of Regensburg, Regensburg, Germany.

Stephan A Grupp (SA)

Division of Oncology, Children's Hospital of Philadelphia, and Perelman School of Medicine, Philadelphia, PA.

Elizabeth Hexner (E)

Blood and Marrow Transplantation Program, Abramson Cancer Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA.

Matthias Hoepting (M)

Department of Hematology and Oncology, Internal Medicine III, University of Regensburg, Regensburg, Germany.

William J Hogan (WJ)

Division of Hematology, Mayo Clinic, Rochester, MN.

Stelios Kasikis (S)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Nikolaos Katsivelos (N)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Alina Khan (A)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Carrie L Kitko (CL)

Pediatric Stem Cell Transplant Program, Vanderbilt University Medical Center, Nashville TN.

Sabrina Kraus (S)

Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany.

Deukwoo Kwon (D)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Pietro Merli (P)

Department of Hematology/Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, Rome, Italy.

Joseph Portelli (J)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Muna Qayed (M)

Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA.

Ran Reshef (R)

Blood and Marrow Transplantation Program, Columbia University Medical Center, New York, NY.

Tal Schechter (T)

Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, Canada.

Ingrid Vasova (I)

Dept. of Internal Medicine 5, Hematology/Oncology, University Hospital Erlangen, Erlangen, Germany.

Matthias Wölfl (M)

Pediatric Blood and Marrow Transplantation Program, Children's Hospital, University of Würzburg, Würzburg, Germany.

Kitsada Wudhikarn (K)

Department of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Bangkok, Thailand.

Rachel Young (R)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

Ernst Holler (E)

Department of Hematology and Oncology, Internal Medicine III, University of Regensburg, Regensburg, Germany.

Yi-Bin Chen (YB)

Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA.

Ryotaro Nakamura (R)

Hematology/Hematopoietic Cell Transplant, City of Hope National Medical Center, Duarte, CA.

John E Levine (JE)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.

James L M Ferrara (JLM)

The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY. Electronic address: james.ferrara@mssm.edu.

Classifications MeSH