Evidence map›Paper›PMID 37020562›Full record

ArticleFrontiers in immunology2023

Time series clustering of T cell subsets dissects heterogeneity in immune reconstitution and clinical outcomes among MUD-HCT patients receiving ATG or PTCy.

Saskia Leserer, Theresa Graf, Martina Franke, Rashit Bogdanov, Esteban Arrieta-Bolaños, Ulrike Buttkereit, Nils Leimkühler, Katharina Fleischhauer, Hans Christian Reinhardt, Dietrich W Beelen and 1 more

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Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
2.6field-weighted citation impact, top 10% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 9 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 2 institutions in 1 country.

Saskia LesererDepartment of Hematology and Stem Cell Transplantation, West-German Cancer Center, University Hospital Essen, Essen, Germany.
Theresa GrafDepartment of Hematology and Stem Cell Transplantation, West-German Cancer Center, University Hospital Essen, Essen, Germany.
Martina FrankeDepartment of Hematology and Stem Cell Transplantation, West-German Cancer Center, University Hospital Essen, Essen, Germany.
Rashit BogdanovDepartment of Hematology and Stem Cell Transplantation, West-German Cancer Center, University Hospital Essen, Essen, Germany.
Esteban Arrieta-BolañosInstitute for Experimental Cellular Therapy, West-German Cancer Center, University Hospital Essen, Essen, Germany.
Ulrike ButtkereitDepartment of Hematology and Stem Cell Transplantation, West-German Cancer Center, University Hospital Essen, Essen, Germany.
Nils LeimkühlerDepartment of Hematology and Stem Cell Transplantation, West-German Cancer Center, University Hospital Essen, Essen, Germany.
Katharina FleischhauerInstitute for Experimental Cellular Therapy, West-German Cancer Center, University Hospital Essen, Essen, Germany.
Hans Christian ReinhardtDepartment of Hematology and Stem Cell Transplantation, West-German Cancer Center, University Hospital Essen, Essen, Germany.
Dietrich W BeelenDepartment of Hematology and Stem Cell Transplantation, West-German Cancer Center, University Hospital Essen, Essen, Germany.
Amin T TurkiDepartment of Hematology and Stem Cell Transplantation, West-German Cancer Center, University Hospital Essen, Essen, Germany.
German Marine Research Consortium · DEEssen University Hospital · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Anti-T-lymphocyte globulin (ATG) or post-transplant cyclophosphamide (PTCy) prevent graft-versus-host disease (GVHD) after hematopoietic cell transplantation (HCT), yet individual patients benefit differentially. Methods: Given the sparse comparative data on the impact of cellular immune reconstitution in this setting, we studied flow cytometry and clinical outcomes in 339 recipients of 10/10 matched-unrelated donor (MUD) HCT using either ATG (n=304) or PTCy (n=35) for Results: Consistent with published studies, no significant differences in clinical outcomes were observed at the cohort level between MUD-ATG and MUD-PTCy. However, cellular reconstitution revealed preferences for distinct T cell subpopulations associating with GVHD protection in each setting. Starting early after HCT, MUD-PTCy patients had higher regulatory T cell levels after HCT (p <0.0001), while MUD-ATG patients presented with higher levels of γδ T- or NKT cells (both p <0.0001). Time-series clustering further dissected the patient population's heterogeneity revealing distinct immune reconstitution clusters. Importantly, it identified phenotypes that reproducibly associated with impaired clinical outcomes within the same Discussion: The improved understanding of the heterogeneity of cellular reconstitution in MUD patients with T cell manipulation both at the cohort and individual level may support clinicians in managing HCT complications.

Indexed as

Graft vs Host DiseaseHematopoietic Stem Cell TransplantationImmune ReconstitutionAntilymphocyte SerumCyclophosphamideHumansTime FactorsT-Lymphocyte SubsetsAntilymphocyte SerumCyclophosphamideanti-thymocyte globulin (ATG)anti-T-lymphocyte globulindynamic time warping (DTW)GVHD prophylaxismatched unrelated donor allogeneic hematopoietic stem cell transplantationpost-transplant cyclophosphamidetime-series (TS) modelunsupervised learning

Identifiers

PMID37020562
PMCPMC10067907
OpenAlexW4327977266

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.