TY - JOUR
T1 - The MAGIC algorithm probability is a validated response biomarker of treatment of acute graft-versus-host disease
AU - Srinagesh, Hrishikesh K.
AU - Özbek, Umut
AU - Kapoor, Urvi
AU - Ayuk, Francis
AU - Aziz, Mina
AU - Ben-David, Kaitlyn
AU - Choe, Hannah K.
AU - DeFilipp, Zachariah
AU - Etra, Aaron
AU - Grupp, Stephan A.
AU - Hartwell, Matthew J.
AU - Hexner, Elizabeth O.
AU - Hogan, William J.
AU - Karol, Alexander B.
AU - Kasikis, Stelios
AU - Kitko, Carrie L.
AU - Kowalyk, Steven
AU - Lin, Jung Yi
AU - Major-Monfried, Hannah
AU - Mielke, Stephan
AU - Merli, Pietro
AU - Morales, George
AU - Ordemann, Rainer
AU - Pulsipher, Michael A.
AU - Qayed, Muna
AU - Reddy, Pavan
AU - Reshef, Ran
AU - Rösler, Wolf
AU - Sandhu, Karamjeet S.
AU - Schechter, Tal
AU - Shah, Jay
AU - Sigel, Keith
AU - Weber, Daniela
AU - Wölfl, Matthias
AU - Wudhikarn, Kitsada
AU - Young, Rachel
AU - Levine, John E.
AU - Ferrara, James L.M.
N1 - Funding Information:
This work was supported by National Institutes of Health, National Cancer Institute grants (P01CA03942 and P30CA196521) and a National Institutes of Health, National Center for Advancing Translational Sciences grant (TL1 TR001434).
Publisher Copyright:
© 2019 by The American Society of Hematology.
PY - 2019
Y1 - 2019
N2 - The Mount Sinai Acute GVHD International Consortium (MAGIC) algorithm probability (MAP), derived from 2 serum biomarkers, measures damage to crypts in the gastrointestinal tract during graft-versus-host disease (GVHD). We hypothesized that changes in MAP after treatment could validate it as a response biomarker. We prospectively collected serum samples and clinical stages of acute GVHD from 615 patients receiving hematopoietic cell transplantation in 20 centers at initiation of first-line systemic treatment and 4 weeks later. We computed MAPs and clinical responses and compared their abilities to predict 6-month nonrelapse mortality (NRM) in the validation cohort (n = 367). After 4 weeks of treatment, MAPs predicted NRM better than the change in clinical symptoms in all patients and identified 2 groups with significantly different NRM in both clinical responders (40% vs 12%, P < .0001) and nonresponders (65% vs 25%, P < .0001). MAPs successfully reclassified patients for NRM risk within every clinical grade of acute GVHD after 4 weeks of treatment. At the beginning of treatment, patients with a low MAP that rose above the threshold of 0.290 after 4 weeks of treatment had a significant increase in NRM, whereas patients with a high MAP at onset that fell below that threshold after treatment had a striking decrease in NRM that translated into clear differences in overall survival. We conclude that a MAP measured before and after treatment of acute GVHD is a response biomarker that predicts long-term outcomes more accurately than change in clinical symptoms. MAPs have the potential to guide therapy for acute GVHD and may function as a useful end point in clinical trials.
AB - The Mount Sinai Acute GVHD International Consortium (MAGIC) algorithm probability (MAP), derived from 2 serum biomarkers, measures damage to crypts in the gastrointestinal tract during graft-versus-host disease (GVHD). We hypothesized that changes in MAP after treatment could validate it as a response biomarker. We prospectively collected serum samples and clinical stages of acute GVHD from 615 patients receiving hematopoietic cell transplantation in 20 centers at initiation of first-line systemic treatment and 4 weeks later. We computed MAPs and clinical responses and compared their abilities to predict 6-month nonrelapse mortality (NRM) in the validation cohort (n = 367). After 4 weeks of treatment, MAPs predicted NRM better than the change in clinical symptoms in all patients and identified 2 groups with significantly different NRM in both clinical responders (40% vs 12%, P < .0001) and nonresponders (65% vs 25%, P < .0001). MAPs successfully reclassified patients for NRM risk within every clinical grade of acute GVHD after 4 weeks of treatment. At the beginning of treatment, patients with a low MAP that rose above the threshold of 0.290 after 4 weeks of treatment had a significant increase in NRM, whereas patients with a high MAP at onset that fell below that threshold after treatment had a striking decrease in NRM that translated into clear differences in overall survival. We conclude that a MAP measured before and after treatment of acute GVHD is a response biomarker that predicts long-term outcomes more accurately than change in clinical symptoms. MAPs have the potential to guide therapy for acute GVHD and may function as a useful end point in clinical trials.
UR - http://www.scopus.com/inward/record.url?scp=85076346078&partnerID=8YFLogxK
U2 - 10.1182/bloodadvances.2019000791
DO - 10.1182/bloodadvances.2019000791
M3 - Article
C2 - 31816061
AN - SCOPUS:85076346078
SN - 2473-9529
VL - 3
SP - 4034
EP - 4042
JO - Blood advances
JF - Blood advances
IS - 23
ER -