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Aguayo-Hiraldo, Paibel

0000-0002-0196-806X

Mayo Clinic

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

Citations 6

The MAGIC composite response: a novel end point integrating clinical and biomarker parameters for acute GVHD
Akahoshi, Yu , Portelli, Joseph , Katsivelos, Nikolaos , Louloudis, Ioannis, Aguayo‐Hiraldo, Paibel , Ayuk, Francis , Chanswangphuwana, Chantiya , Choe, Hannah , Eder, Matthias , Etra, Aaron , Hexner, Elizabeth O. , Olson, Timothy S. , Schechter, Tal, Marx, Julia, Vášová, Ingrid, Weber, Daniela , Wölfl, Matthias , Baez, Janna , Eng, Gilbert, Gleich, Sigrun, Kowalyk, Steven, Morales, George , Spyrou, Nikolaos , Young, Rachel , DeFilipp, Zachariah , Nakamura, Ryotaro , Ferrara, James L.M. , Louloudis, Ioannis E , Merli, Pietro , Olson, Timothy S , Qayed, Muna , Reshef, Ran , Ullrich, Evelyn , DeFilipp, Zachariah , Hogan, William J , Nakamura, Ryotaro , Levine, John E , Hexner, Elizabeth , Aguayo-Hiraldo, Paibel , Katsivelos, Nikolaos , Akahoshi, Yu , Kitko, Carrie L. , Kraus, Sabrina , Pašić, Ivan , Reshef, Ran , Schechter, Tal, Zeiser, Robert , Hogan, William J. , Levine, John E.

Blood Advances | August 15, 2025 | Volume: 9 | Issue: 22 | Pages: 5763-5773

10.1182/bloodadvances.2025017116 Get It

Abstract Changes in the clinical symptoms of acute graft-versus-host disease (GVHD) are currently used to assess treatment responses. The Mount Sinai Acute GVHD International Consortium (MAGIC) consortium has recently revealed that the integration of serum biomarkers with clinical symptoms at the onset of treatment in a MAGIC composite score (MCS) more accurately predicts treatment response and 6-month nonrelapse mortality (NRM) than clinical symptoms alone. In this study, we evaluated whether the integration of serum biomarkers and clinical symptoms on day 28 (D28) would also better predict NRM than clinical response only (CRO). We analyzed data from 1135 patients receiving systemic treatment for acute GVHD and created a fourth MCS category for patients with complete resolution of symptoms and low-risk clinical biomarkers on D28. Using a classification and regression tree model with 6-month NRM as the end point, we identified status of MCS 0 or MCS 1 at D28 as responses, which we termed the MAGIC composite response (MCR). In the validation cohort (n = 309), MCR more accurately predicted 6-month NRM than CRO (area under the curve: 0.77 vs 0.69; P = .014) and demonstrated higher negative and positive predictive values. MCR correctly reclassified both clinical nonresponders and responders: 28 of 213 clinical responders (13%) became nonresponders with fivefold higher NRM (34.3% vs 6.8%, P < .001) and a larger group (29/96, 30%) of clinical nonresponders became responders with sixfold lower NRM (7.6% vs 50.7%, P < .001). These findings support the use of MCR as a superior surrogate end point for long-term GVHD control and survival in future clinical trials.
Novel MAGIC composite scores using both clinical symptoms and biomarkers best predict treatment outcomes of acute GVHD
Akahoshi, Yu , Spyrou, Nikolaos , Weber, Daniela , Aguayo‐Hiraldo, Paibel , Ayuk, Francis , Chanswangphuwana, Chantiya , Choe, Hannah , Etra, Aaron , Grupp, Stephan A. , Schechter, Tal , Vášová, Ingrid, Wölfl, Matthias , Baez, Janna , Beheshti, Rahnuma, Eng, Gilbert, Gleich, Sigrun, Katsivelos, Nikolaos , Kowalyk, Steven, Morales, George , Young, Rachel , Chen, Yi‐Bin , Nakamura, Ryotaro , Ferrara, James L.M. , Grupp, Stephan A , Hexner, Elizabeth , Hogan, William J , Al Malki, Monzr M , Merli, Pietro , Qayed, Muna , Reshef, Ran , Ullrich, Evelyn , Katsivelos, Nikolaos , Chen, Yi-Bin , Nakamura, Ryotaro , Levine, John E , Ferrara, James L M , Aguayo-Hiraldo, Paibel , Akahoshi, Yu , Eder, Matthias , Hexner, Elizabeth O. , Hogan, William J. , Kitko, Carrie L. , Kraus, Sabrina , Malki, Monzr M. Al , Reshef, Ran , Zeiser, Robert , Levine, John E.

Blood | July 5, 2024 | Volume: 144 | Issue: 9 | Pages: 1010-1021

10.1182/blood.2024025106 Get It

Abstract Acute graft-versus-host disease (GVHD) grading systems that use only clinical symptoms at treatment initiation such as the Minnesota risk identify standard and high-risk categories but lack a low-risk category suitable to minimize immunosuppressive strategies. We developed a new grading system that includes a low-risk stratum based on clinical symptoms alone and determined whether the incorporation of biomarkers would improve the model’s prognostic accuracy. We randomly divided 1863 patients in the Mount Sinai Acute GVHD International Consortium (MAGIC) who were treated for GVHD into training and validation cohorts. Patients in the training cohort were divided into 14 groups based on similarity of clinical symptoms and similar nonrelapse mortality (NRM); we used a classification and regression tree (CART) algorithm to create three Manhattan risk groups that produced a significantly higher area under the receiver operating characteristic curve (AUC) for 6-month NRM than the Minnesota risk classification (0.69 vs 0.64, P = .009) in the validation cohort. We integrated serum GVHD biomarker scores with Manhattan risk using patients with available serum samples and again used a CART algorithm to establish 3 MAGIC composite scores that significantly improved prediction of NRM compared to Manhattan risk (AUC, 0.76 vs 0.70, P = .010). Each increase in MAGIC composite score also corresponded to a significant decrease in day 28 treatment response (80% vs 63% vs 30%, P < .001). We conclude that the MAGIC composite score more accurately predicts response to therapy and long-term outcomes than systems based on clinical symptoms alone and may help guide clinical decisions and trial design.
Amphiregulin, ST2, and REG3α biomarker risk algorithms as predictors of nonrelapse mortality in patients with acute GVHD
Etra, Aaron , Jurdi, Najla El , Katsivelos, Nikolaos , Gergoudis, Stephanie, Morales, George , Spyrou, Nikolaos , Kowalyk, Steven, Aguayo‐Hiraldo, Paibel , Akahoshi, Yu , Ayuk, Francis, Baez, Janna , Chanswangphuwana, Chantiya , Chen, Yi‐Bin , Choe, Hannah , DeFilipp, Zachariah , Gleich, Sigrun, Holler, Ernst , MacMillan, Margaret L. , Pawarode, Attaphol , Quagliarella, Francesco , Schechter, Tal , Vášová, Ingrid, Wölfl, Matthias , Young, Rachel , Nakamura, Ryotaro , Ferrara, James L.M. , El Jurdi, Najla , Spyrou, Nikolaos , Aguayo-Hiraldo, Paibel , Chen, Yi-Bin , DeFilipp, Zachariah , Hexner, Elizabeth , Hogan, William J , Al Malki, Monzr M , Quagliarella, Francesco , Qayed, Muna , Weisdorf, Dan , Wölfl, Matthias , Nakamura, Ryotaro , Levine, John E , Holtan, Shernan , Katsivelos, Nikolaos , Akahoshi, Yu , Kwon, Deukwoo , Betts, Brian Christopher , Hexner, Elizabeth O. , Hogan, William J. , Kitko, Carrie L. , Kraus, Sabrina , Malki, Monzr M. Al , Reshef, Ran , Weisdorf, Daniel J. , Levine, John E. , Holtan, Shernan G.

Blood Advances | June 14, 2024 | Volume: 8 | Issue: 12 | Pages: 3284-3292

10.1182/bloodadvances.2023011049 Get It

Abstract Graft-versus-host disease (GVHD) is a major cause of nonrelapse mortality (NRM) after allogeneic hematopoietic cell transplantation. Algorithms containing either the gastrointestinal (GI) GVHD biomarker amphiregulin (AREG) or a combination of 2 GI GVHD biomarkers (suppressor of tumorigenicity-2 [ST2] + regenerating family member 3 alpha [REG3α]) when measured at GVHD diagnosis are validated predictors of NRM risk but have never been assessed in the same patients using identical statistical methods. We measured the serum concentrations of ST2, REG3α, and AREG by enzyme-linked immunosorbent assay at the time of GVHD diagnosis in 715 patients divided by the date of transplantation into training (2004-2015) and validation (2015-2017) cohorts. The training cohort (n = 341) was used to develop algorithms for predicting the probability of 12-month NRM that contained all possible combinations of 1 to 3 biomarkers and a threshold corresponding to the concordance probability was used to stratify patients for the risk of NRM. Algorithms were compared with each other based on several metrics, including the area under the receiver operating characteristics curve, proportion of patients correctly classified, sensitivity, and specificity using only the validation cohort (n = 374). All algorithms were strong discriminators of 12-month NRM, whether or not patients were systemically treated (n = 321). An algorithm containing only ST2 + REG3α had the highest area under the receiver operating characteristics curve (0.757), correctly classified the most patients (75%), and more accurately risk-stratified those who developed Minnesota standard-risk GVHD and for patients who received posttransplant cyclophosphamide-based prophylaxis. An algorithm containing only AREG more accurately risk-stratified patients with Minnesota high-risk GVHD. Combining ST2, REG3α, and AREG into a single algorithm did not improve performance.
Flares of acute graft-versus-host disease: a Mount Sinai Acute GVHD International Consortium analysis
Akahoshi, Yu , Spyrou, Nikolaos , Hoepting, Matthias, Aguayo‐Hiraldo, Paibel , Ayuk, Francis , Chanswangphuwana, Chantiya , Choe, Hannah , Etra, Aaron , Grupp, Stephan A. , Schechter‐Finkelstein, Tal, Vášová, Ingrid, Wölfl, Matthias , Baez, Janna , Beheshti, Rahnuma, Eng, Gilbert, Gleich, Sigrun, Kasikis, Stelios, Katsivelos, Nikolaos , Kowalyk, Steven, Morales, George , Young, Rachel , DeFilipp, Zachariah , Ferrara, James L.M. , Nakamura, Ryotaro , Grupp, Stephan A , Hexner, Elizabeth , Hogan, William J , Merli, Pietro , Qayed, Muna , Reshef, Ran , Ullrich, Evelyn , Katsivelos, Nikolaos , DeFilipp, Zachariah , Levine, John E , Nakamura, Ryotaro , Aguayo-Hiraldo, Paibel , Akahoshi, Yu , Eder, Matthias , Hexner, Elizabeth O. , Hogan, William J. , Kitko, Carrie L. , Kraus, Sabrina , Malki, Monzr M. Al , Reshef, Ran , Zeiser, Robert , Levine, John E.

Blood Advances | February 7, 2024 | Volume: 8 | Issue: 8 | Pages: 2047-2057

10.1182/bloodadvances.2023012091 Get It

Abstract The absence of a standardized definition for graft-versus-host disease (GVHD) flares and data on its clinical course are significant concerns. We retrospectively evaluated 968 patients across 23 Mount Sinai Acute GVHD International Consortium (MAGIC) transplant centers who achieved complete response (CR) or very good partial response (VGPR) within 4 weeks of treatment. The cumulative incidence of flares within 6 months was 22%, and flares were associated with a higher risk of nonrelapse mortality (NRM; adjusted hazard ratio [aHR], 4.84; 95% confidence interval [CI], 3.19-7.36; P < .001). Flares were more severe (grades 3/4, 41% vs 16%; P < .001) and had more frequent lower gastrointestinal (LGI) involvement (55% vs 32%; P < .001) than the initial GVHD. At CR/VGPR, elevated MAGIC biomarkers predicted the future occurrence of a flare, along with its severity and LGI involvement. In multivariate analyses, higher Ann Arbor (AA) biomarker scores at CR/VGPR were significant risk factors for flares (AA2 vs AA1: aHR, 1.81 [95% CI, 1.32-2.48; P = .001]; AA3 vs AA1: aHR, 3.14 [95% CI, 1.98-4.98; P < .001]), as were early response to initial treatment (aHR, 1.84; 95% CI, 1.21-2.80; P = .004) and HLA-mismatched unrelated donor (aHR, 1.74; 95% CI, 1.00-3.02; P = .049). MAGIC biomarkers also stratified the risk of NRM both at CR/VGPR and at the time of flare. We conclude that GVHD flares are common and carry a significant mortality risk. The occurrence of future flares can be predicted by serum biomarkers that may serve to guide adjustment and discontinuation of immunosuppression.
Incidence, clinical presentation, risk factors, outcomes, and biomarkers in de novo late acute GVHD
Akahoshi, Yu , Spyrou, Nikolaos , Hogan, William J. , Ayuk, Francis , DeFilipp, Zachariah , Weber, Daniela , Choe, Hannah , Hexner, Elizabeth O. , Rösler, Wolf, Etra, Aaron , Sandhu, Karamjeet , Yanik, Gregory A. , Chanswangphuwana, Chantiya , Kitko, Carrie L. , Wölfl, Matthias , Bertrand, Hannah , Schechter, Tal , Baez, Janna , Beheshti, Rahnuma, Gleich, Sigrun, Kowalyk, Steven, Morales, George , Young, Rachel , Nakamura, Ryotaro , Ferrara, James L.M. , Chen, Yi‐Bin , Reshef, Ran , Bertrand, Hannah , Qayed, Muna , Merli, Pietro , Aguayo-Hiraldo, Paibel , Ullrich, Evelyn , Nakamura, Ryotaro , Levine, John E , Chen, Yi-Bin , Hogan, William J , Hexner, Elizabeth , Spyrou, Nikolaos , Akahoshi, Yu , Reshef, Ran , Kraus, Sabrina , Eder, Matthias , Grupp, Stephan A. , Aguayo‐Hiraldo, Paibel , Kwon, Deukwoo , Levine, John E.

Blood Advances | June 14, 2023 | Volume: 7 | Issue: 16 | Pages: 4479-4491

10.1182/bloodadvances.2023009885 Get It

Abstract Late acute graft-versus-host disease (GVHD) is defined as de novo acute GVHD presenting beyond 100 days after allogeneic hematopoietic cell transplantation (HCT) without manifestations of chronic GVHD. Data are limited regarding its characteristics, clinical course, and risk factors because of underrecognition and changes in classification. We evaluated 3542 consecutive adult recipients of first HCTs at 24 Mount Sinai Acute GVHD International Consortium (MAGIC) centers between January 2014 and August 2021 to better describe the clinical evolution and outcomes of late acute GVHD. The cumulative incidence of classic acute GVHD that required systemic treatment was 35.2%, and an additional 5.7% of patients required treatment for late acute GVHD. At the onset of symptoms, late acute GVHD was more severe than classic acute GVHD based on both clinical and MAGIC algorithm probability biomarker parameters and showed a lower overall response rate on day 28. Both clinical and biomarker grading at the time of treatment stratified the risk of nonrelapse mortality (NRM) in patients with classic and late acute GVHD, respectively, but long-term NRM and overall survival did not differ between patients with classic and late acute GVHD. Advanced age, female-to-male sex mismatch, and the use of reduced intensity conditioning were associated with the development of late acute GVHD, whereas the use of posttransplant cyclophosphamide–based GVHD prevention was protective mainly because of shifts in GVHD timing. Because overall outcomes were comparable, our findings, although not definitive, suggest that similar treatment strategies, including eligibility for clinical trials, based solely on clinical presentation at onset are appropriate.