Evidence map›Paper›PMID 39434201›Full record

ArticleJournal of cellular and molecular medicine2024

Single-cell and spatial transcriptomics reveal apelin/APJ pathway's role in microvessel formation and tumour progression in hepatocellular carcinoma.

Yongfu Zhu, Pengcheng Zhang, Xingxing Huo, Yi Ling, Xiang Lv, Shengyou Lin, Hang Song

Abstract read
In one paragraph

Article in Journal of cellular and molecular medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Review
  5. Review
  6. Article
  7. Apelin/APJ: Another Player in the Cancer Biology Network.International journal of molecular sciences · 2025
    Review
  8. Article
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

7 authors.

Yongfu ZhuThe First Department of Oncology, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China.ORCID 0000-0002-8158-4102
Pengcheng ZhangThe First Affiliated Hospital of Zhejiang Chinese Medical University (Zheiiang Provincial Hospital of Chinese Medicine), Hangzhou, China.
Xingxing HuoExperimental Center of Clinical Research, Scientific Research Department, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China.
Yi LingThe First Clinical Medical College, Anhui University of Chinese Medicine, Hefei, Anhui, China.
Xiang LvDepartment of Oncology, Shanghai Traditional Chinese Medicine Hospital, Shanghai, China.
Shengyou LinThe First Affiliated Hospital of Zhejiang Chinese Medical University (Zheiiang Provincial Hospital of Chinese Medicine), Hangzhou, China.ORCID 0000-0001-6798-0945
Hang SongSchool of Integrated Chinese and Western Medicine, Anhui University of Chinese Medicine, Hefei, China.ORCID 0000-0002-8154-2260

Funding

Key Project of Anhui Provincial Department of Education NO.2023AH050870Shanghai Municipal Health Commission General Project NO.202340139the 2022 Research Projects of Anhui Provincial Health Commission NO.AHWJ2022b053the 2023 Anhui Provincial Natural Science Foundation NO. 2308085MH296the Bozhou Vocational and Technical College Special Research Project on 'Subsidy for Enhancing Medical Service and Assurance Capacity and 2022 University Scientific Research Project of Anhui University of Chinese Medicine NO.2022AH050415
6 · The paper itself

Abstract

The apelin receptor (APJ) is a key player in tumour angiogenesis, but its role in hepatocellular carcinoma (HCC) remains unclear. This study aims to elucidate the function of the apelin/APJ pathway in HCC using a multi-omics approach and identify potential therapeutic biomarkers. Differentially expressed genes related to the apelin/APJ axis were identified from bulk transcriptomics to reveal HCC-associated disparities. Single-cell and spatial transcriptomics were used to localize and analyse the function of these genes. Machine learning models were constructed to predict outcomes based on apelin/APJ expression, and experimental validation was conducted to explore the pathway's impact on HCC angiogenesis. Single cell analysis revealed an overexpression of APJ/Aplin in the endothelium. The stemness of endothelial cell (EC) with high apelin/APJ was enhanced, as well as the expression of TGFb, oxidative stresses and PI3K/AKT pathway genes. Spatial transcriptomics confirmed that EC populations with high APJ scores were enriched within the tumour. Machine learning models showed high prognostic accuracy. High APJ expression was linked to worse outcomes (p = 0.001), and AUC values were high (1 year, 3 year, 5 year) (0.95, 0.97, 0.98). Immune suppression and non-responsiveness of immune therapy were also seen in high-risk groups. The experimental validation showed that silencing apelin reduced angiogenesis (p  < 0.05), endothelial proliferation, decreased expression of ANG2, KLF2, VEGFA and lower ERK1/2 phosphorylation. Apelin may serve as a potential therapeutic target in HCC, given its role in promoting tumour angiogenesis and poor patient outcomes.

Indexed as

ApelinApelin ReceptorsCarcinoma, HepatocellularGene Expression Regulation, NeoplasticLiver NeoplasmsNeovascularization, PathologicTranscriptomeBiomarkers, TumorCell Line, TumorDisease ProgressionEndothelial CellsGene Expression ProfilingHumansMaleMicrovesselsPrognosisApelinApelin ReceptorsAPLN protein, humanAPLNR protein, humanBiomarkers, Tumoranti‐angiogenesisapelin/APJhepatocellular carcinomaspatial transcriptomicstumour progression

Identifiers

PMID39434201
PMCPMC11493554

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.