臓器移植後の拒絶反応を引き起こす抗体の発生は、移植前に高精度な予測が可能~より安全な移植治療に向けて~

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2025-06-10 京都大学

臓器移植後の拒絶反応を引き起こす抗体の発生は、移植前に高精度な予測が可能~より安全な移植治療に向けて~

京都大学と広島大学などの研究グループは、肝臓・肺・腎臓移植の臨床データを用い、機械学習によって臓器移植後に拒絶反応を引き起こすドナー特異的抗体(DSA)の発生リスクを高精度に予測する手法を開発した。新たに導入された「エプレットリスクスコア(ERS)」は、DSA発生の可能性を事前に評価できる指標であり、安全なドナー選定や個別化治療に貢献する。ERSは移植医療の安全性と成功率向上に資する画期的なツールであり、移植医療の質を高める重要な成果とされる。本研究成果は2025年5月30日付で国際学術誌『Cell Reports Medicine』に掲載された。

<関連情報>

固形臓器移植におけるドナー特異的抗体開発におけるHLA分子ミスマッチの臓器横断的階層性 Cross-organ hierarchy of HLA molecular mismatches in donor-specific antibody development in solid organ transplantations

Masaaki Hirata ∙ Kazuto Tsukita ∙ Takero Shindo ∙ … ∙ Takashi Kobayashi ∙ Hiroshi Date ∙ Etsuro Hatano
Cell Reports Medicine  Published:May 30, 2025
DOI:https://doi.org/10.1016/j.xcrm.2025.102153

Highlights

•Eplet-wide analyses reveal a hierarchy among HLA eplet mismatches driving DSA risk

•This hierarchy is conserved across various solid organ transplantations

•Eplet risk score (ERS) captures this hierarchy, accurately predicting DSA development

•ERS correlates with CD4+ T cell proliferation in mixed lymphocyte reaction

Summary

Donor-specific antibodies (DSAs) against human leukocyte antigen (HLA) play a crucial role in antibody-mediated rejection, a major barrier to successful organ transplantation. Donor-recipient HLA molecular incompatibility critically influences DSA susceptibility, commonly assessed by analyzing mismatches in the HLA eplet repertoire. This study, including six distinct liver, lung, and kidney transplant cohorts from two centers (978 donor-recipient pairs), explores associations between individual eplet mismatches and DSA development. Certain mismatched eplets are strongly linked to DSA development, while others show weaker associations, a trend consistent across different organ types. Machine learning leverages these hierarchical associations to develop an eplet risk score (ERS), outperforming traditional eplet mismatch assessments. Furthermore, T cell proliferation in mixed lymphocyte reaction in vitro correlates with the ERS, attenuated by antibody-mediated inhibition of a mismatched DSA-associated eplet. These results establish the differential immunological impacts of mismatched HLA eplets as integral in clinical practice and therapeutic innovation.

医療・健康
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