Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Immunol.

Sec. Inflammation

This article is part of the Research TopicImmunometabolism at the Intersection of Signaling Networks and Therapeutic StrategiesView all 8 articles

INPP5D/SHIP1-mediated immunometabolic remodeling of renal monocytes in idiopathic membranous nephropathy

Provisionally accepted
Haoran  DaiHaoran Dai1Baoli  LiuBaoli Liu1Hongliang  RuiHongliang Rui1,2Liuxiao  YangLiuxiao Yang3Hanxue  JiangHanxue Jiang1Qihan  ZhaoQihan Zhao1Wu  LiuWu Liu1*
  • 1Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China
  • 2Beijing Institute of Chinese Medicine, Beijing, China
  • 3Changchun University of Chinese Medicine, Changchun, China

The final, formatted version of the article will be published soon.

Background Idiopathic membranous nephropathy (IMN) is an antibody-mediated glomerulopathy in which podocyte-directed autoimmunity is well characterized, whereas the immunometabolic programs of innate immune cells within the renal microenvironment remain poorly defined. Src homology-2 domain-containing inositol 5-phosphatase 1 (SHIP1, encoded by INPP5D) is a key negative regulator of PI3K signaling in myeloid cells and an emerging immunopharmacologic target, but its role in IMN is unknown. Methods Bulk and single-cell RNA-seq analyses were performed using public human IMN datasets, and the passive Heymann nephritis (PHN) rat model was used specifically for in vivo validation of key histopathological and signaling readouts to dissect INPP5D/SHIP1-centered immunometabolic pathways in IMN. Public glomerular transcriptomes from IMN and control kidneys were deconvoluted using CIBERSORT and ESTIMATE to quantify immune/stromal components and infer infiltrating leukocyte subsets. Differentially expressed genes were intersected with curated immune-and metabolism-related gene sets to identify immunometabolic hubs. Single-cell RNA-sequencing datasets were used to localize INPP5D and related pathways to specific renal cell populations, reconstruct monocyte differentiation trajectories and metabolic states, and infer ligand–receptor communication with podocytes. Key findings were validated in PHN rats by assessing proteinuria, renal histopathology, immune cell markers, podocyte proteins and SHIP1-related signaling molecules. Results IMN kidneys exhibited elevated immune and stromal scores, with increased infiltration of monocytes and naïve B cells and a relative depletion of regulatory T cells. Cross-differential analyses identified five overlapping immune–metabolic genes (INPP5D, PLCG1, KL, ACO1, ARG2), among which INPP5D was significantly upregulated and predominantly expressed in monocytes. Single-cell analyses revealed that renal monocytes in IMN displayed enhanced steroid biosynthesis, a skewed trajectory toward an M1-like state and strengthened SPP1-mediated communication with podocytes. This is a provisional file, not the final typeset article In PHN rats, we recapitulated key clinical and histological features of IMN, accompanied by increased monocyte/macrophage infiltration, altered podocyte markers, and upregulation of SHIP1 and downstream PI3K/Akt signaling. Conclusions These data delineate an INPP5D/SHIP1-centered immunometabolic program in renal monocytes as a potential regulatory factor of pathological monocyte–podocyte crosstalk in IMN. Targeting SHIP1-related PI3K/Akt pathways and monocyte immunometabolism may offer novel immunomodulatory strategies for risk stratification and disease modification in membranous nephropathy.

Keywords: Idiopathicmembranousnephropathy, Immunometabolism, INPP5D/SHIP1, Metabolism, passive Heymann nephritis

Received: 27 Nov 2025; Accepted: 09 Feb 2026.

Copyright: © 2026 Dai, Liu, Rui, Yang, Jiang, Zhao and Liu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Wu Liu

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.