Evidence map›Paper›PMID 42841778›Full record

ArticleCancer science2026

Mapping the Tissue Architecture and Endothelial-PEC Network in HAML Using Single-Cell and Spatial Transcriptomics.

Xinyang Liu, Yang Guo, Xuehong Tie, Yu Liu, Fuyu Li, Jingkai Liu, Xiaohang Sun, Jiajun Zhao, Feng Geng, Yingjian Liang

Abstract read
In one paragraph

Article in Cancer science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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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

10 authors.

Xinyang LiuKey Laboratory of Hepatosplenic Surgery, Ministry of Education, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
Yang GuoHeilongjiang Province Key Laboratory of Molecular Oncology, Harbin Medical University Cancer Hospital, Harbin, China.
Xuehong TieKey Laboratory of Hepatosplenic Surgery, Ministry of Education, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
Yu LiuHeilongjiang Province Key Laboratory of Molecular Oncology, Harbin Medical University Cancer Hospital, Harbin, China.
Fuyu LiHeilongjiang Province Key Laboratory of Molecular Oncology, Harbin Medical University Cancer Hospital, Harbin, China.
Jingkai LiuHeilongjiang Province Key Laboratory of Molecular Oncology, Harbin Medical University Cancer Hospital, Harbin, China.
Xiaohang SunHeilongjiang Province Key Laboratory of Molecular Oncology, Harbin Medical University Cancer Hospital, Harbin, China.
Jiajun ZhaoHeilongjiang Province Key Laboratory of Molecular Oncology, Harbin Medical University Cancer Hospital, Harbin, China.
Feng GengHeilongjiang Province Key Laboratory of Molecular Oncology, Harbin Medical University Cancer Hospital, Harbin, China.
Yingjian LiangHeilongjiang Province Key Laboratory of Molecular Oncology, Harbin Medical University Cancer Hospital, Harbin, China.ORCID https://orcid.org/0009-0004-7657-6900

Funding

National Natural Science Foundation of China 61372142
6 · The paper itself

Abstract

Hepatic angiomyolipoma (HAML) is a rare variant of perivascular epithelioid cell neoplasms (PEComas). Unlike its more common renal angiomyolipoma (RAML), the unique spatial microenvironment of HAML and its specific progression mechanisms remain poorly characterized. Here, we integrated single-nucleus RNA-sequencing and spatial transcriptomics from three sporadic HAML cases. We mapped functionally heterogeneous PEComas subpopulations and their localized tissue niches. Transcriptomic alignment and spatial colocalization demonstrated a high similarity between endothelial cells and a subset of PEComas, supporting a potential transition trajectory. Furthermore, spatial intercellular communication analysis identified an endothelial-derived PDGFD-PDGFRB axis. We propose that this paracrine signaling engages downstream Ras cascades to sustain localized autophagic flux in adjacent PEComas, potentially acting as a compensatory survival mechanism parallel to intrinsic TSC-mTOR defects. While definitive in vivo functional fate-mapping and perturbation studies are requisite, this multi-omics atlas provides a novel spatial framework for HAML pathogenesis and highlights the endothelial-PEComa signaling network as a potential therapeutic vulnerability.

Indexed as

autophagyhepatic angiomyolipomaPECsnRNA‐seqspatial transcriptomics

Identifiers

PMID42841778
PMCPMC13644742

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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.