Prospective external validation of biomarkers to predict acute graft-versus-host disease severity.
REGULAR ARTICLE
Prospective external validation of biomarkers to predict acute
graft-versus-host disease severity
Marie Robin,1 Raphael Porcher,2,3 David Michonneau,1,4 Laetitia Taurines,1 Flore Sicre de Fontbrune,1 Ali
enor Xhaard,1
5
1
1
1,4,
lien Sutra Del Galy, Re
gis Peffault de Latour, Ge
rard Socie
, * and Marie-He
le
ne Schlageter6,*
Bastien Oriano, Aure
1
Service d’H
ematologie-Greffe, H^
opital Saint-Louis, APHP, Universit
e de Paris-Cit
e, Paris, France; 2CRESS, INSERM, INRAE, Paris, France; and 3Centre d’Epid
emiologie
opital Saint-Louis, APHP, and 6Biologie Cellulaire, H^
opital Saint-Louis, U1131 INSERM, IRS, Universit
e
Clinique, H^
opital H^
otel-Dieu, APHP, 4INSERM U976, 5Dermatologie, H^
de Paris-Cit
e, Paris, France
Key Points
Biomarker panels at
GVHD onset,
independently from
clinical parameters,
were associated with
survival and
nonrelapse mortality.
Using 3 different
biostatistical tools,
biomarkers only
slightly improved
prediction over clinical
parameters.
Acute graft-versus-host disease (GVHD) is still the major contributor to comorbidities and
mortality after allogeneic hematopoietic stem cell transplantation. The use of plasmatic
biomarkers to predict early outcomes has been advocated in the past decade. The
purpose of this prospective noninterventional study was to test the ability of panels
including 7 biomarkers (Elafin, HGF, IL2RA, IL8, REG3, ST2, and TNFRI), to predict day 28
(D28) complete response to steroid, D180 overall survival, and D180 nonrelapse mortality
(NRM). Using previous algorithms developed by the Ann Arbor/MAGIC consortium, 204
patients with acute GVHD were prospectively included and biomarkers were measured
at GVHD onset for all of them. Initial GVHD grade and bilirubin level were significantly
associated with all those outcomes. After adjustment on clinical variables, biomarkers
were associated with survival and NRM. In addition to clinical variables, biomarkers
slightly improved the prediction of overall survival and NRM (concordance and net
reclassification indexes). The potential benefit of adding biomarkers panel to clinical
parameters was also investigated by decision curve analyses. The benefit of adding
biomarkers to clinical parameters was however marginal for the D28 nonresponse and
mortality endpoints.
Introduction
Hematopoietic stem cell transplantation (HSCT) remains the only curative treatment for many hematological diseases. HSCT’s efficacy relies on its immune effect against the hematological malignancy referred
as the graft-versus-leukemia effect. Unfortunately, this graft-versus-leukemia is also closely related to
acute graft-versus-host disease (GVHD), which induces tissue damage, immune defect, and eventually
mortality. Acute GVHD occurs in approximately 50% of patients. Age, type of donor, sex, and HLA
matching between donor and recipient, type of regimen, and GVHD prophylaxis influence the risk of
acute GVHD. Clinical and histological grades of acute GVHD are predictive for outcome.1-5 Acute
GVHD first-line therapy usually consists of high-dose corticosteroids. Unfortunately, up to 50% of
patients will not achieve a sustainable complete remission (CR) with steroids and will be at higher risk of
mortality. The main risk factor of GVHD-related mortality is the nonresponsiveness to steroids,6 but
response is obviously unknown at GVHD onset. Finding biomarkers able to better predict acute GVHD
severity and response to corticosteroids would thus be highly useful to personalize patient management.
Submitted 4 March 2022; accepted 26 May 2022; prepublished online on Blood Advances
First Edition 6 June 2022; final version published online 17 August 2022. DOI 10.1182/
bloodadvances.2022007477.
*G.S. and M.-H.S. are joint last authors.
Contact the corresponding author for data sharing: .
23 AUGUST 2022 • VOLUME 6, NUMBER 16
The full-text version of this article contains a data supplement.
© 2022 by The American Society of Hematology. Licensed under Creative
Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NCND 4.0), permitting only noncommercial, nonderivative use with attribution. All other
rights reserved.
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Candidate biomarkers associated with GVHD severity at disease
onset have been previously reported (reviewed in Chen and Zeiser7
and Adom et al8). Most of these biomarkers are cytokines or their
soluble receptors, chemokines, growth factors, angiogenic factors,
or molecules involved in inflammation. Some biomarkers are specifically associated with a GVHD target organ (skin, liver, or gut). Biomarker performances have been evaluated either separately, as
composite panels, or as algorithms. Our group previously reported
that fecal calprotectin was significantly associated with steroidrefractory gut GVHD and mortality9 with a C-index discrimination of
0.86 for a clinico-biologic score that included calprotectin, a-1 antitrypsin, and GVHD grade.
However, American investigators at Ann Arbor have sequentially
reported for more than a decade plasma biomarkers related to skin
GVHD (Elafin or trappin10), gastrointestinal GVHD (regenerating
islet-derived 3 a [REG3a]11,12), liver GVHD (hepatocyte growth factor [HGF]12), or different combinations of biomarkers.13-21 Specifically, these authors reported that 7 molecules could be potent
GVHD biomarkers: Elafin, HGF, interleukin-2 receptor a (IL-2RA),
IL-8 (CXCL8), REG3a, tumor necrosis factor a receptor-1 (TNFRI),
and suppression of tumorigenicity 2 (ST2, the IL33 receptor). These
7 markers have been extensively studied in panels of 2, 3, 4, or 6
biomarkers or alone for ST2.14-19 Some of these panels have been
internally or externally validated, usually using the same laboratory
for biomarkers assays. External validations have been performed on
different cohorts, but biomarkers assays have always been performed by authors who described seminal discoveries. Thus, our
study is an external validation by independent investigators. Furthermore, it is worth noting that the time of measurement of these biomarkers varied significantly between these studies. Indeed, in what
authors refers as panel 2 that includes ST2 and REG3a, which has
been elegantly validated in a large international consortium, sampling
was done 7 days after GVHD treatment initiation,14 whereas this
same panel was also studied on samples taken 7 days after HSCT
in another study.15 Panels including the 3, 4, and 6 biomarkers and
ST2 have been tested on samples at GVHD diagnosis. All these
panels are reported to predict GVHD prognosis and mortality.
Finally, most recently, a randomized multicenter trial even used Ann
Arbor biomarker status panel 2 to risk-stratify patients.22
We conducted a prospective single-center study to assess the
prognostic value of plasmatic biomarkers using a single-center
French population and local assays to analyze biomarkers. The 7
biomarkers Elafin, HGF, IL-2RA, IL-8, REG3, ST2, and TNFRI were
measured at onset of GVHD, before corticostero (...truncated)