Protein Disulfide Isomerase A2 Is Correlated with Immune Infiltrates and Is a Novel Prognostic Biomarker in Glioma Patients

Zhi-gang Ma , Ying-xue Liu , Ning Zou , Zhe Huang , Ming Wang , Tao Li , Jie Zhou , Li-gang Chen

Current Medical Science ›› 2023, Vol. 43 ›› Issue (6) : 1107 -1115.

PDF
Current Medical Science ›› 2023, Vol. 43 ›› Issue (6) : 1107 -1115. DOI: 10.1007/s11596-023-2790-x
Original Articles

Protein Disulfide Isomerase A2 Is Correlated with Immune Infiltrates and Is a Novel Prognostic Biomarker in Glioma Patients

Author information +
History +
PDF

Abstract

Objective

Protein disulfide isomerase A2 (PDIA2), a member of the protein disulfide isomerase family, plays a key role in the folding of nascent proteins in the endoplasmic reticulum by forming disulfide bonds, together with enzymes such as thiol isomerase, oxidase, and reductase. This study investigated the clinical significance and potential functions of PDIA2 in glioma.

Methods

The expression of PDIA2 in gliomas was explored using The Cancer Genome Atlas and Gene Expression Omnibus databases. We analyzed the clinical characteristics of glioma patients and the prognostic and diagnostic value of PDIA2 expression. Kaplan-Meier and Cox regression analyses were used to examine the effect of PDIA2 expression on overall survival, progression-free interval, and disease-specific survival. Furthermore, we performed Gene Set Enrichment Analysis and immune infiltration analysis to investigate the functions of PDIA2. PDIA2 mRNA and protein expression was evaluated in cell lines and glioma tissues.

Results

PDIA2 was expressed at low levels in glioma patients. Kaplan-Meier survival analysis showed that glioma patients with low PDIA2 levels had a worse prognosis than those with high PDIA2 levels. Receiver operating characteristic curve analysis indicated the diagnostic and prognostic ability of PDIA2 (area under the curve = 0.918). Pathways associated with PD1, PI3K/AKT, cancer immunotherapy via PD1 blockade, Fceri-mediated NF-kB activation, FOXM1, and DNA repair were enriched in glioma patients with low levels of PDIA2. PDIA2 expression levels were negatively correlated with immune cell infiltrate levels.

Conclusion

PDIA2 levels are significantly downregulated in glioma. PDIA2 expression may be a potential biomarker for the diagnosis and prognosis of glioma patients.

Keywords

glioma / protein disulfide isomerase A2 / bioinformatics / diagnosis / prognosis

Cite this article

Download citation ▾
Zhi-gang Ma, Ying-xue Liu, Ning Zou, Zhe Huang, Ming Wang, Tao Li, Jie Zhou, Li-gang Chen. Protein Disulfide Isomerase A2 Is Correlated with Immune Infiltrates and Is a Novel Prognostic Biomarker in Glioma Patients. Current Medical Science, 2023, 43(6): 1107-1115 DOI:10.1007/s11596-023-2790-x

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

OstromQT, BauchetL, DavisFG, et al.. The epidemiology of glioma in adults: a “state of the science” review. Neuro Oncol, 2014, 16(7): 896-913

[2]

WellerM, WickW, AldapeK, et al.. Glioma. Nat Rev Dis Primers, 2015, 1: 15017

[3]

LouisDN, PerryA, WesselingP, et al.. The 2021 WHO Classification of Tumors of the Central Nervous System: a summary. Neuro Oncol, 2021, 23(8): 1231-1251

[4]

GusyatinerO, HegiME. Glioma epigenetics: From subclassification to novel treatment options. Semin Cancer Biol, 2018, 51: 50-58

[5]

WenPY, KesariS. Malignant gliomas in adults. N Engl J Med, 2008, 359(5): 492-507

[6]

XuS, SankarS, NeamatiN. Protein disulfide isomerase: a promising target for cancer therapy. Drug Discov Today, 2014, 19(3): 222-240

[7]

RamosFS, SerinoLT, CarvalhoCM, et al.. PDIA3 and PDIA6 gene expression as an aggressiveness marker in primary ductal breast cancer. Genet Mol Res, 2015, 14(2): 6960-6967

[8]

XuX, WeiX, LingQ, et al.. Identification of two portal vein tumor thrombosis associated proteins in hepatocellular carcinoma: protein disulfide-isomerase A6 and apolipoprotein A-I. J Gastroenterol Hepatol, 2011, 26(12): 1787-1794

[9]

UyyE, SuicaVI, BoteanuRM, et al.. Endoplasmic Reticulum Chaperones Are Potential Active Factors in Thyroid Tumorigenesis. J Proteome Res, 2016, 15(9): 3377-3387

[10]

WangM, ZhangW, LiuY, et al.. PDIA4 promotes glioblastoma progression via the PI3K/AKT/m-TOR pathway. Biochem Biophys Res Commun, 2022, 597: 83-90

[11]

DesilvaMG, LuJ, DonadelG, et al.. Characterization and chromosomal localization of a new protein disulfide isomerase, PDIp, highly expressed in human pancreas. DNA Cell Biol, 1996, 15(1): 9-16

[12]

FuXM, ZhuBT. Human pancreas-specific protein disulfide-isomerase (PDIp) can function as a chaperone independently of its enzymatic activity by forming stable complexes with denatured substrate proteins. Biochem J, 2010, 429(1): 157-169

[13]

KlappaP, StromerT, ZimmermannR, et al.. A pancreas-specific glycosylated protein disulphide-isomerase binds to misfolded proteins and peptides with an interaction inhibited by oestrogens. Eur J Biochem, 1998, 254(1): 63-69

[14]

VivianJ, RaoAA, NothaftFA, et al.. Toil enables reproducible, open source, big biomedical data analyses. Nat Biotechnol, 2017, 35(4): 314-316

[15]

YuG, WangLG, HanY, et al.. clusterProfiler: an R package for comparing biological themes among gene clusters. OMICS, 2012, 16(5): 284-287

[16]

CeccarelliM, BarthelFP, MaltaTM, et al.. Molecular Profiling Reveals Biologically Discrete Subsets and Pathways of Progression in Diffuse Glioma. Cell, 2016, 164(3): 550-563

[17]

HänzelmannS, CasteloR, GuinneyJ. GSVA: gene set variation analysis for microarray and RNA-seq data. BMC Bioinformatics, 2013, 14: 7

[18]

BindeaG, MlecnikB, TosoliniM, et al.. Spatiotemporal dynamics of intratumoral immune cells reveal the immune landscape in human cancer. Immunity, 2013, 39(4): 782-795

[19]

OstromQT, PatilN, CioffiG, et al.. CBTRUS Statistical Report: Primary Brain and Other Central Nervous System Tumors Diagnosed in the United States in 2013–2017. Neuro Oncol, 2020, 22(12): iv1-iv96 Suppl 2

[20]

LeeE, LeeDH. Emerging roles of protein disulfide isomerase in cancer. BMB Rep, 2017, 50(8): 401-410

[21]

XiongB, JhaV, MinJK, et al.. Protein disulfide isomerase in cardiovascular disease. Exp Mol Med, 2020, 52(3): 390-399

[22]

VitaleI, ManicG, CoussensLM, et al.. Macrophages and Metabolism in the Tumor Microenvironment. Cell Metab, 2019, 30(1): 36-50

[23]

LiuC, ZhouX, LongQ, et al.. Small extracellular vesicles containing miR-30a-3p attenuate the migration and invasion of hepatocellular carcinoma by targeting SNAP23 gene. Oncogene, 2021, 40(2): 233-245

[24]

FanY, SimmenT. Mechanistic Connections between Endoplasmic Reticulum (ER) Redox Control and Mitochondrial Metabolism. Cells, 2019, 8(9): 1071

[25]

TaoJ, YinL, WuA, et al.. PDIA2 Bridges Endoplasmic Reticulum Stress and Metabolic Reprogramming During Malignant Transformation of Chronic Colitis. Front Oncol, 2022, 12: 836087

[26]

RaturiA, GutiérrezT, Ortiz-SandovalC, et al.. TMX1 determines cancer cell metabolism as a thiol-based modulator of ER-mitochondria Ca2+ flux. J Cell Biol, 2016, 214(4): 433-44

AI Summary AI Mindmap
PDF

116

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/