Evidence map›Paper›PMID 42509406›Full record

ArticleFunctional & integrative genomics2026

Single-cell and spatial transcriptomic landscapes reveal PIGT as a pivotal regulator of immunometabolic remodeling in colorectal cancer liver metastasis.

Mengzhu Yan, Yixing Li, Yun Liu, Lilan Peng, Haibo Zhou

Abstract read
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Article in Functional & integrative genomics, 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

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Mengzhu YanInstitute of Oncology, The First College of Clinical Medical Science, China Three Gorges University&Yichang Central People's Hospital, Yichang, Hubei, 443000, P.R. China.
Yixing LiDepartment of Nuclear Medicine, The First College of Clinical Medical Science, China Three Gorges University&Yichang Central People's Hospital, Yichang, Hubei, 443000, P.R. China.
Yun LiuDepartment of Ultrasound Imaging, The First College of Clinical Medical Science, China Three Gorges University&Yichang Central People's Hospital, Yichang, Hubei, 443000, P.R. China.
Lilan PengInstitute of Oncology, The First College of Clinical Medical Science, China Three Gorges University&Yichang Central People's Hospital, Yichang, Hubei, 443000, P.R. China. 19862471@qq.com.
Haibo ZhouInstitute of Oncology, The First College of Clinical Medical Science, China Three Gorges University&Yichang Central People's Hospital, Yichang, Hubei, 443000, P.R. China. yczhouhaibo@ctgu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Colorectal cancer liver metastasis (CRLM) represents the leading cause of mortality in colorectal cancer (CRC). However, the molecular mechanisms enabling metastatic adaptation within the hepatic microenvironment remain unclear. We integrated single-cell RNA sequencing, spatial transcriptomics, and bulk transcriptomic data from CRC patients to characterize the immunometabolic landscape of CRLM. Machine learning models were used to identify key regulators, and functional assays were conducted to validate their biological roles. Nine major cell populations were delineated within CRLM, revealing enrichment of myeloid-derived suppressor cells and depletion of fibroblasts in metastatic lesions. Malignant cells displayed pronounced chromosomal instability and metabolic reprogramming. Among candidate regulators, PIGT emerged as a pivotal node linking metabolic adaptation and immune suppression. PIGT expression increased progressively from primary to metastatic states and was associated with immunosuppressive MIF, SPP1, and TGFβ signaling. Spatial transcriptomics demonstrated colocalization of PIGT-high tumor cells with ITGAM⁺ and CD163⁺ macrophages. Functionally, PIGT knockdown significantly suppressed cell invasion, migration, proliferation, and wound healing in vitro. Conversely, transcriptomic and qPCR analyses showed that PIGT-low tumors exhibited higher expression of inflammatory genes enriched in the IL-17 and TNF signaling pathways. Our integrative multi-omics and experimental analyses identify PIGT as a central regulator bridging tumor metabolism and immune modulation in CRLM. These findings highlight PIGT as a promising prognostic biomarker and potential therapeutic target for metastatic colorectal cancer.

Indexed as

Colorectal NeoplasmsLiver NeoplasmsTranscriptomeAntigens, CDCell Line, TumorGene Expression Regulation, NeoplasticHumansMacrophagesMetabolic ReprogrammingSpatial TranscriptomicsTumor MicroenvironmentAntigens, CDColorectal cancer liver metastasisImmunometabolic remodelingInflammationPIGTSingle-cell transcriptomics

Identifiers

PMID42509406
PMCPMC13408145

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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.