Evidence map›Paper›PMID 37306737›Full record

ArticleJournal of cancer research and clinical oncology2023

Expression of tumor-associated macrophages and PD-L1 in patients with hepatocellular carcinoma and construction of a prognostic model.

Panpan Kong, Huan Yang, Qing Tong, Xiaogang Dong, Mamumaimaitijiang-Abula Yi, Dong Yan

Open access · hybridAbstract read
In one paragraph

Article in Journal of cancer research and clinical oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
2.0field-weighted citation impact, top 13% of its field
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

12 citing papers in PubMed, 12 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Nomogram model includingWorld journal of gastrointestinal surgery · 2024
    Article
  10. Review
  11. Review
  12. 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

6 authors at 1 institution in 1 country.

Panpan KongThe First Ward of Hepatobiliary and Pancreatic Surgery, Tumor Hospital Affiliated to Xinjiang Medical University, Urumqi, Xinjiang, 830001, People's Republic of China.
Huan YangThe First Ward of Hepatobiliary and Pancreatic Surgery, Tumor Hospital Affiliated to Xinjiang Medical University, Urumqi, Xinjiang, 830001, People's Republic of China.
Qing TongThe First Ward of Hepatobiliary and Pancreatic Surgery, Tumor Hospital Affiliated to Xinjiang Medical University, Urumqi, Xinjiang, 830001, People's Republic of China.
Xiaogang DongThe First Ward of Hepatobiliary and Pancreatic Surgery, Tumor Hospital Affiliated to Xinjiang Medical University, Urumqi, Xinjiang, 830001, People's Republic of China.
Mamumaimaitijiang-Abula YiThe First Ward of Hepatobiliary and Pancreatic Surgery, Tumor Hospital Affiliated to Xinjiang Medical University, Urumqi, Xinjiang, 830001, People's Republic of China.
Dong YanThe First Ward of Hepatobiliary and Pancreatic Surgery, Tumor Hospital Affiliated to Xinjiang Medical University, Urumqi, Xinjiang, 830001, People's Republic of China. doctoryd@163.com.
Xinjiang Medical University · CN

Funding

Science and Technology Department of Xinjiang Uygur Autonomous Region, Key Laboratory Open Project 2023D04030
6 · The paper itself

Abstract

backgroundHepatocellular carcinoma (HCC) is an inflammation-associated tumor involved in immune tolerance and evasion in the immune microenvironment. Immunotherapy can enhance the immune response of the body, break immune tolerance, and then recognize and kill tumor cells. The polarization homeostasis of M1 and M2 macrophages in tumor microenvironment (TME) is involved in the occurrence and development of tumors and has been considered a hot topic in tumor research. Programmed cell death ligand 1 (PD-L1) plays an important role in the polarity of TAM and affects the prognosis of HCC patients as a target of immunotherapy. To this end, efforts were hereby made to further explore the application value of PD-L1, M1 macrophages (CD86), and M2 macrophages (CD206) in the prognosis assessment of HCC, their correlation with immune cell infiltration in HCC tissues, and their bioenrichment function.

methodsThe gene expression omnibus (GEO) and the Cancer Genome Atlas (TCGA) database were used to analyze the expression of PD-L1, CD86, and CD206 in different tumor tissues. The correlation between the expression of PD-L1, CD86, and CD206 and the infiltration of immune cells was analyzed using the Tumor Immune Estimation Resource (TIMER). The tissue specimens and clinicopathological data of hepatocellular carcinoma patients having undergone surgical treatment in our hospital were collected. Immunohistochemistry was used to verify the expression of PD-L1, CD86, and CD206, and analyze the relationship with clinicopathological features and prognosis of patients. Besides, nomogram was constructed to predict the overall survival (OS) of patients at 3 and 5 years. Finally, the protein-protein interaction network information was analyzed using STRING database, and GO analysis and KEGG (Kyoto Encyclopedia of Genes and Genomes) analysis were performed to study the biological functions of PD-L1, CD86, and CD206.

resultBioinformatics analysis found that PD-L1, CD86, and CD206 were underexpressed in various tumor tissues including liver cancer, while the present immunohistochemical detection found that PD-L1, CD86, and CD206 were overexpressed in liver cancer tissues. Expressions of PD-L1, CD86, and CD206 were positively correlated with the infiltration level of immune cells in liver cancer, while the expression of PD-L1 was positively correlated with the degree of tumor differentiation. Meanwhile, the expression level of CD206 was positively correlated with gender and preoperative hepatitis, and patients with high expression of PD-L1 or low expression of CD86 had poor prognosis. AJCC stage, preoperative hepatitis, and the expression levels of PD-L1 and CD86 in cancer tissues were independent risk factors affecting survival of patients after radical hepatoma surgery. KEGG pathway enrichment analysis showed that PD-L1 was significantly enriched in T cell aggregation and lymphocyte aggregation, and might be involved in the formation of T cell antigen receptor CD3 complex and cell membrane. Besides, CD86 was significantly enriched in positive regulation of cell adhesion, regulation of mononuclear cell proliferation, regulation of leukocyte proliferation, and transduction of T cell receptor signaling pathway, while CD206 was significantly enriched in type 2 immune response, cellular response to LPS, cellular response to LPS, and involvement in cellular response to LPS.

conclusionIn conclusion, these results suggest that PD-L1, CD86, and CD206 may be involved not only in the occurrence and development of HCC, but also in immune regulation, indicating the potential role of PD-L1 and CD86 as potential biomarkers and new therapeutic targets for prognosis assessment of liver cancer.

Indexed as

B7-H1 AntigenCarcinoma, HepatocellularLiver NeoplasmsTumor-Associated MacrophagesHumansLipopolysaccharidesPrognosisB7-H1 AntigenLipopolysaccharidesHepatocellular carcinomaImmune cellsM1 macrophagesM2 macrophagesPrognosisProgrammed cell death ligand 1

Identifiers

PMID37306737
PMCPMC10423131
OpenAlexW4380291132

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.