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DOI 10.64898/2026.09.13.751280

Медицинская библиотека · bioRxiv : the preprint server for biology · 2026

Rethinking the Benign Nature of Class II Lupus Nephritis.

Shwetar Jasmine J, Fava Andrea, Keegan Sarah, Carlucci Philip M, Dudley Jeffrey N, Lama Lodoe, Suryawanshi Hemant, Morozov Pavel, Mullins Briana J, Amarnani Abhimanyu, Procell Linda, Annuar Dania, Gurajala Siddarth, Izmirly Peter M, James Judith A, Guthridge Joel M, Eisenhaure Thomas M, Arazi Arnon, Putterman Chaim, Rao Deepak A, Diamond Betty, Belmont H Michael, Apruzzese William, Davidson Anne, Raychaudhuri Soumya, Hacohen Nir, Dall'Era Maria, Loomis Cindy, Clancy Robert M, Tuschl Thomas, Wu Ming, Fine Derek M, Atta Mohamed G, Monroy-Trujillo Jose, Furie Richard, Kamen Diane L, Kalunian Kenneth, Accelerating Medicine Partnership in RA/SLE, Petri Michelle, Buyon Jill P, Rovin Brad H, Ruggles Kelly V

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Аннотация

INTRODUCTION

Class II lupus nephritis (LN) is considered clinically benign, yet up to 50% of patients progress to more severe disease and no molecular characterization exists. We aimed to define the single-cell landscape of Class II LN and identify cellular and transcriptional features associated with kidney outcome.

METHODS

We performed single-cell RNA sequencing on kidney biopsies from fifteen Class II LN patients (eight de novo, seven regressed from prior proliferative or membranous disease) and six healthy controls, integrated with 155 LN and 30 healthy-control samples from the Accelerating Medicines Partnership in SLE spanning proliferative, membranous, and mixed LN. Findings were correlated with 52-week renal response and supported by urinary proteomics.

RESULTS

Despite histologically minimal changes, Class II LN exhibited marked immune cell expansion comparable to proliferative and membranous LN, including CCL3+ CCL4+ intermediate monocytes producing TNF, FOLR2+ SIGLEC1+ macrophages producing TGFβ and PDGF, and CD69+ CD8+ effector memory T cells producing IFNγ. Fibroblasts and myofibroblasts were significantly expanded and displayed divergent transcriptional programs: pro-fibrotic and inflammatory myofibroblast modules were associated with worse 52-week outcomes, while interferon-responsive and matrix-remodeling fibroblast programs were associated with improvement. Pathogenic and protective fibroblast populations received overlapping immune-derived signals, suggesting that fibroblast transcriptional state, rather than the identity of incoming signals, shapes the stromal response. Baseline chronicity index captured this stromal heterogeneity and was the clinical parameter most associated with outcome. Urinary proteomics aligned Class II with proliferative rather than membranous disease.

CONCLUSIONS

Class II LN harbors substantial molecular activity not captured by routine histology. Fibroblast transcriptional programs and baseline chronicity index are candidate correlates of kidney outcome that warrant validation in larger, prospectively followed cohorts.

Для цитирования: Shwetar Jasmine J, Fava Andrea, Keegan Sarah, Carlucci Philip M, Dudley Jeffrey N, Lama Lodoe, Suryawanshi Hemant, Morozov Pavel, Mullins Briana J, Amarnani Abhimanyu, Procell Linda, Annuar Dania, Gurajala Siddarth, Izmirly Peter M, James Judith A, Guthridge Joel M, Eisenhaure Thomas M, Arazi Arnon, Putterman Chaim, Rao Deepak A, Diamond Betty, Belmont H Michael, Apruzzese William, Davidson Anne, Raychaudhuri Soumya, Hacohen Nir, Dall'Era Maria, Loomis Cindy, Clancy Robert M, Tuschl Thomas, Wu Ming, Fine Derek M, Atta Mohamed G, Monroy-Trujillo Jose, Furie Richard, Kamen Diane L, Kalunian Kenneth, Accelerating Medicine Partnership in RA/SLE, Petri Michelle, Buyon Jill P, Rovin Brad H, Ruggles Kelly V. Rethinking the Benign Nature of Class II Lupus Nephritis.. bioRxiv : the preprint server for biology. 2026. DOI: 10.64898/2026.09.13.751280.
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