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Article Open Access

Construction of a novel platelet‑related gene risk model to predict the prognosis and drug response in virus‑related hepatocellular carcinoma

  • Authors:
    • Jing Zhang
    • Honglin Xiang
    • Ling Jiang
    • Mei Wang
    • Guodong Yang
  • View Affiliations / Copyright

    Affiliations: Department of Gastroenterology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 637000, P.R. China, Department of Orthopaedics, Laboratory of Biological Tissue Engineering and Digital Medicine, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 637000, P.R. China
    Copyright: © Zhang et al. This is an open access article distributed under the terms of Creative Commons Attribution License.
  • Article Number: 592
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    Published online on: October 4, 2024
       https://doi.org/10.3892/ol.2024.14725
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Abstract

Platelet activity in the tumor microenvironment (TME) is crucial for the development of tumors. However, the roles and clinical potential of platelet activity in the TME for virus‑related hepatocellular carcinoma (HCC) remain unclear. The present study aimed to identify a novel signature based on platelet activity for prognostic prediction and treatment decisions in virus‑related HCC. First, a novel platelet signature score (PSS) for each patient with virus‑related HCC from The Cancer Genome Atlas was calculated using gene set variation analysis, and the patients were divided into two subgroups (high and low PSS). It was demonstrated that the patients with a high PSS had a worse prognosis, higher platelet activity, stronger inflammation and immunosuppression in TME than patients with a low PSS. Furthermore, 137 differentially expressed genes (DEGs; fold change >2; P<0.05) were identified using ‘DESeq2’ and ‘edgeR’ software. Subsequently, 3 genes (cyclin‑J‑Like protein, nuclear receptor subfamily 0 group B member 1 and tripartite motif containing 54) were identified from DEGs using univariate Cox and least absolute shrinkage and selection operator (LASSO) analyses. Risk score (RS) was calculated based on gene expression and coefficients from LASSO. Patients were divided into high and low RS groups according to the median value, and the 3‑gene model was used to predict prognoses and drug responses. Notably, it was demonstrated that patients with a low RS may be better candidates for immune therapy due to lower levels of tumor immune dysfunction and exclusion scores. Moreover, patients with a high RS may be better candidates for nonimmune therapy due to lower half‑maximal inhibitory concentration values of drugs (such as AKT inhibitors and gemcitabine). Finally, it was demonstrated that patients with a high PSS and RS had a higher platelet activity, inflammation status, tumor hallmarks and the worst prognosis than patients with a low PSS and RS. This helped to better find patients with these characteristics and suitable treatments using this method. Collectively, the findings of the present study indicate that PSS combined with RS has great potential to evaluate the prognosis of patients with virus ‑related HCC and assist in deciding treatment strategies.
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View References

1 

Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A and Bray F: Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 71:209–249. 2021. View Article : Google Scholar : PubMed/NCBI

2 

Llovet JM, Kelley RK, Villanueva A, Singal AG, Pikarsky E, Roayaie S, Lencioni R, Koike K, Zucman-Rossi J and Finn RS: Hepatocellular carcinoma. Nat Rev Dis Primers. 7:62021. View Article : Google Scholar : PubMed/NCBI

3 

Villanueva A: Hepatocellular carcinoma. N Engl J Med. 380:1450–1462. 2019. View Article : Google Scholar : PubMed/NCBI

4 

Zhang CH, Cheng Y, Zhang S, Fan J and Gao Q: Changing epidemiology of hepatocellular carcinoma in Asia. Liver Int. 42:2029–2041. 2022. View Article : Google Scholar : PubMed/NCBI

5 

Lim CJ, Lee YH, Pan L, Lai L, Chua C, Wasser M, Lim TKH, Yeong J, Toh HC, Lee SY, et al: Multidimensional analyses reveal distinct immune microenvironment in hepatitis B virus-related hepatocellular carcinoma. Gut. 68:916–927. 2019. View Article : Google Scholar : PubMed/NCBI

6 

Song G, Shi Y, Zhang M, Goswami S, Afridi S, Meng L, Ma J, Chen Y, Lin Y, Zhang J, et al: Global immune characterization of HBV/HCV-related hepatocellular carcinoma identifies macrophage and T-cell subsets associated with disease progression. Cell Discov. 6:902020. View Article : Google Scholar : PubMed/NCBI

7 

Zhang S, Gao S, Zhao M, Liu Y, Bu Y, Jiang Q, Zhao Q, Ye L and Zhang X: Anti-HBV drugs suppress the growth of HBV-related hepatoma cells via down-regulation of hepatitis B virus X protein. Cancer Lett. 392:94–104. 2017. View Article : Google Scholar : PubMed/NCBI

8 

Yeh ML, Liang PC, Tsai PC, Wang SC, Leong J, Ogawa E, Jun DW, Tseng CH, Landis C, Tanaka Y, et al: Characteristics and survival outcomes of hepatocellular carcinoma developed after HCV SVR. Cancers (Basel). 13:34552021. View Article : Google Scholar : PubMed/NCBI

9 

Wang SH, Yeh SH and Chen PJ: Unique features of hepatitis B virus-related hepatocellular carcinoma in pathogenesis and clinical significance. Cancers (Basel). 13:24542021. View Article : Google Scholar : PubMed/NCBI

10 

Holinstat M: Normal platelet function. Cancer metastasis Rev. 36:195–198. 2017. View Article : Google Scholar : PubMed/NCBI

11 

Haemmerle M, Stone RL, Menter DG, Afshar-Kharghan V and Sood AK: The platelet lifeline to cancer: Challenges and opportunities. Cancer Cell. 33:965–983. 2018. View Article : Google Scholar : PubMed/NCBI

12 

Ramadori P, Klag T, Malek NP and Heikenwalder M: Platelets in chronic liver disease, from bench to bedside. JHEP Rep. 1:448–459. 2019. View Article : Google Scholar : PubMed/NCBI

13 

Scheiner B, Kirstein M, Popp S, Hucke F, Bota S, Rohr-Udilova N, Reiberger T, Müller C, Trauner M, Peck-Radosavljevic M, et al: Association of platelet count and mean platelet volume with overall survival in patients with cirrhosis and unresectable hepatocellular carcinoma. Liver Cancer. 8:203–217. 2019. View Article : Google Scholar : PubMed/NCBI

14 

Wang B, Zhu J, Ma X, Wang H, Qiu S, Pan B, Zhou J, Fan J, Yang X, Guo W and Cheng Y: Platelet activation status in the diagnosis and postoperative prognosis of hepatocellular carcinoma. Clin Chim Acta. 495:191–197. 2019. View Article : Google Scholar : PubMed/NCBI

15 

Pavlović N, Kopsida M, Gerwins P and Heindryckx F: Activated platelets contribute to the progression of hepatocellular carcinoma by altering the tumor environment. Life Sci. 277:1196122021. View Article : Google Scholar : PubMed/NCBI

16 

Sitia G, Iannacone M and Guidotti LG: Anti-platelet therapy in the prevention of hepatitis B virus-associated hepatocellular carcinoma. J Hepatol. 59:1135–1138. 2013. View Article : Google Scholar : PubMed/NCBI

17 

Long J, Wang A, Bai Y, Lin J, Yang X, Wang D, Yang X, Jiang Y and Zhao H: Development and validation of a TP53-associated immune prognostic model for hepatocellular carcinoma. EBioMedicine. 42:363–374. 2019. View Article : Google Scholar : PubMed/NCBI

18 

Tang B, Zhu J, Zhao Z, Lu C, Liu S, Fang S, Zheng L, Zhang N, Chen M, Xu M, et al: Diagnosis and prognosis models for hepatocellular carcinoma patient's management based on tumor mutation burden. J Adv Res. 33:153–165. 2021. View Article : Google Scholar : PubMed/NCBI

19 

Calderaro J, Seraphin TP, Luedde T and Simon TG: Artificial intelligence for the prevention and clinical management of hepatocellular carcinoma. J Hepatol. 76:1348–1361. 2022. View Article : Google Scholar : PubMed/NCBI

20 

Edge SB, Byrd DR, Compton CC, Fritz AG, Greene FL and Trott A: AJCC Cancer Staging Manual. Edge SB: 7th edition. Springer; New York, NY: pp. 191–201. 2010

21 

Gnatenko DV, Dunn JJ, McCorkle SR, Weissmann D, Perrotta PL and Bahou WF: Transcript profiling of human platelets using microarray and serial analysis of gene expression. Blood. 101:2285–2293. 2003. View Article : Google Scholar : PubMed/NCBI

22 

Raghavachari N, Xu X, Harris A, Villagra J, Logun C, Barb J, Solomon MA, Suffredini AF, Danner RL, Kato G, et al: Amplified expression profiling of platelet transcriptome reveals changes in arginine metabolic pathways in patients with sickle cell disease. Circulation. 115:1551–1562. 2007. View Article : Google Scholar : PubMed/NCBI

23 

Yoshihara K, Shahmoradgoli M, Martínez E, Vegesna R, Kim H, Torres-Garcia W, Treviño V, Shen H, Laird PW, Levine DA, et al: Inferring tumour purity and stromal and immune cell admixture from expression data. Nat Commun. 4:26122013. View Article : Google Scholar : PubMed/NCBI

24 

Newman AM, Liu CL, Green MR, Gentles AJ, Feng W, Xu Y, Hoang CD, Diehn M and Alizadeh AA: Robust enumeration of cell subsets from tissue expression profiles. Nat Methods. 12:453–457. 2015. View Article : Google Scholar : PubMed/NCBI

25 

Aran D, Hu Z and Butte AJ: xCell: digitally portraying the tissue cellular heterogeneity landscape. Genome Biol. 18:2202017. View Article : Google Scholar : PubMed/NCBI

26 

Xie H, Shi M, Liu Y, Cheng C, Song L, Ding Z, Jin H, Cui X, Wang Y, Yao D, et al: Identification of m6A- and ferroptosis-related lncRNA signature for predicting immune efficacy in hepatocellular carcinoma. Front Immunol. 13:9149772022. View Article : Google Scholar : PubMed/NCBI

27 

Love MI, Huber W and Anders S: Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 15:5502014. View Article : Google Scholar : PubMed/NCBI

28 

Robinson MD, McCarthy DJ and Smyth GK: edgeR: A Bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics. 26:139–140. 2010. View Article : Google Scholar : PubMed/NCBI

29 

Liang JY, Wang DS, Lin HC, Chen XX, Yang H, Zheng Y and Li YH: A novel ferroptosis-related gene signature for overall survival prediction in patients with hepatocellular carcinoma. Int J Biol Sci. 16:2430–2441. 2020. View Article : Google Scholar : PubMed/NCBI

30 

Jiang P, Gu S, Pan D, Fu J, Sahu A, Hu X, Li Z, Traugh N, Bu X, Li B, et al: Signatures of T cell dysfunction and exclusion predict cancer immunotherapy response. Nat Med. 24:1550–1558. 2018. View Article : Google Scholar : PubMed/NCBI

31 

Fang Z, Sun X, Wang X, Ma J, Palaia T, Rana U, Miao B, Ragolia L, Hu D and Miao QR: NOGOB receptor deficiency increases cerebrovascular permeability and hemorrhage via impairing histone acetylation-mediated CCM1/2 expression. J Clin Invest. 132:e1513822022. View Article : Google Scholar : PubMed/NCBI

32 

Mantovani A, Allavena P, Sica A and Balkwill F: Cancer-related inflammation. Nature. 454:436–444. 2008. View Article : Google Scholar : PubMed/NCBI

33 

Cocco C, Morandi F and Airoldi I: Immune checkpoints in pediatric solid tumors: Targetable pathways for advanced therapeutic purposes. Cells. 10:9272021. View Article : Google Scholar : PubMed/NCBI

34 

Rebouissou S and Nault JC: Advances in molecular classification and precision oncology in hepatocellular carcinoma. J Hepatol. 72:215–229. 2020. View Article : Google Scholar : PubMed/NCBI

35 

Liu Y, Beyer A and Aebersold R: On the dependency of cellular protein levels on mrna abundance. Cell. 165:535–550. 2016. View Article : Google Scholar : PubMed/NCBI

36 

Llovet JM, Montal R, Sia D and Finn RS: Molecular therapies and precision medicine for hepatocellular carcinoma. Nat Rev Clin Oncol. 15:599–616. 2018. View Article : Google Scholar : PubMed/NCBI

37 

Sonbol MB, Riaz IB, Naqvi SAA, Almquist DR, Mina S, Almasri J, Shah S, Almader-Douglas D, Uson Junior PLS, Mahipal A, et al: Systemic therapy and sequencing options in advanced hepatocellular carcinoma: A systematic review and network meta-analysis. JAMA Oncol. 6:e2049302020. View Article : Google Scholar : PubMed/NCBI

38 

Liu Y and Gu W: The complexity of p53-mediated metabolic regulation in tumor suppression. Semin Cancer Biol. 85:4–32. 2022. View Article : Google Scholar : PubMed/NCBI

39 

Ringelhan M, Pfister D, O'Connor T, Pikarsky E and Heikenwalder M: The immunology of hepatocellular carcinoma. Nat Immunol. 19:222–232. 2018. View Article : Google Scholar : PubMed/NCBI

40 

Keenan BP, Fong L and Kelley RK: Immunotherapy in hepatocellular carcinoma: The complex interface between inflammation, fibrosis, and the immune response. J Immunother Cancer. 7:2672019. View Article : Google Scholar : PubMed/NCBI

41 

Syn NL, Teng MWL, Mok TSK and Soo RA: De-novo and acquired resistance to immune checkpoint targeting. Lancet Oncol. 18:e731–e741. 2017. View Article : Google Scholar : PubMed/NCBI

42 

Tang W, Chen Z, Zhang W, Cheng Y, Zhang B, Wu F, Wang Q, Wang S, Rong D, Reiter FP, et al: The mechanisms of sorafenib resistance in hepatocellular carcinoma: theoretical basis and therapeutic aspects. Signal Transduct Target Ther. 5:872020. View Article : Google Scholar : PubMed/NCBI

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Copy and paste a formatted citation
Spandidos Publications style
Zhang J, Xiang H, Jiang L, Wang M and Yang G: Construction of a novel platelet‑related gene risk model to predict the prognosis and drug response in virus‑related hepatocellular carcinoma. Oncol Lett 28: 592, 2024.
APA
Zhang, J., Xiang, H., Jiang, L., Wang, M., & Yang, G. (2024). Construction of a novel platelet‑related gene risk model to predict the prognosis and drug response in virus‑related hepatocellular carcinoma. Oncology Letters, 28, 592. https://doi.org/10.3892/ol.2024.14725
MLA
Zhang, J., Xiang, H., Jiang, L., Wang, M., Yang, G."Construction of a novel platelet‑related gene risk model to predict the prognosis and drug response in virus‑related hepatocellular carcinoma". Oncology Letters 28.6 (2024): 592.
Chicago
Zhang, J., Xiang, H., Jiang, L., Wang, M., Yang, G."Construction of a novel platelet‑related gene risk model to predict the prognosis and drug response in virus‑related hepatocellular carcinoma". Oncology Letters 28, no. 6 (2024): 592. https://doi.org/10.3892/ol.2024.14725
Copy and paste a formatted citation
x
Spandidos Publications style
Zhang J, Xiang H, Jiang L, Wang M and Yang G: Construction of a novel platelet‑related gene risk model to predict the prognosis and drug response in virus‑related hepatocellular carcinoma. Oncol Lett 28: 592, 2024.
APA
Zhang, J., Xiang, H., Jiang, L., Wang, M., & Yang, G. (2024). Construction of a novel platelet‑related gene risk model to predict the prognosis and drug response in virus‑related hepatocellular carcinoma. Oncology Letters, 28, 592. https://doi.org/10.3892/ol.2024.14725
MLA
Zhang, J., Xiang, H., Jiang, L., Wang, M., Yang, G."Construction of a novel platelet‑related gene risk model to predict the prognosis and drug response in virus‑related hepatocellular carcinoma". Oncology Letters 28.6 (2024): 592.
Chicago
Zhang, J., Xiang, H., Jiang, L., Wang, M., Yang, G."Construction of a novel platelet‑related gene risk model to predict the prognosis and drug response in virus‑related hepatocellular carcinoma". Oncology Letters 28, no. 6 (2024): 592. https://doi.org/10.3892/ol.2024.14725
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