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Shared Inflammatory Gene Programs between Immune Thrombocytopenia and CKD-Related Autoimmune Nephropathies: An Exploratory Transcriptomic and Bioinformatic Study Cover

Shared Inflammatory Gene Programs between Immune Thrombocytopenia and CKD-Related Autoimmune Nephropathies: An Exploratory Transcriptomic and Bioinformatic Study

By: ,   and    
Open Access
|May 2026

Figures & Tables

Figure 1.

Volcano plot of common DEGs.

Figure 2.

Heatmap of top common DEGs.

Figure 3.

GSEA of common DEGs.

Figure 4.

Cross-validation curve of the LASSO regression model.

Figure 5.

Coefficient profile plot of the LASSO regression model.

Figure 6.

SVM-RFE algorithm ROC curve.

Figure 7.

RF algorithm ROC curve.

Figure 8.

Intersection of the three machine learning algorithms identified one key genes: SRGN.

Figure 9.

PPI network of common DEGs identified in ITP.

Figure 10.

mRNA Expression of TNF.

Figure 11.

mRNA Expression of NLRP3.

Figure 12.

mRNA Expression of IL1B.

Figure 13.

Venn diagram of overlapping genes between ITP DEGs and CKD associated genes.

Figure 14.

Venn diagram of overlapping genes between ITP DEGs and MN associated genes.

Figure 15.

Venn diagram of overlapping genes between ITP DEGs and IgAN associated genes.

Figure 16.

PPI network of overlapping genes between ITP and CKD

Figure 17.

PPI network of overlapping genes between ITP and MN

Figure 18.

PPI network of overlapping genes between ITP and IgAN

Details of 24 overlapping genes between ITP and MN

TNFISG15KIF17KIAA0319LPTAFRPODNLRP8
WASF2FNDC5ALPLRAB3BHSPG2ESPNPINK1
EFHD2COL8A2PDPNTRABD2BTNFRSF25KCNQ4BSND
FOXE3EPHA2CLCNKB

Details of 37 overlapping genes between ITP and IgAN

NLRP3PCWDR19NPHS2COL4A4IL1BEPO
RUNX3IL1RNFCGR2BCOL4A3CD14COL5A1CFB
PSMB8GTF2H5PROCSFRP1IL33THSD7ARAB3B
TNFHFEUNC13BIL6RINVSHGFLMX1B
IL4IKZF2PPARGROBO2RENRARRES1PRDM16
PLA2R1

PCR primer sequences for TNF, NLRP3, IL-1B, and β-actin

TNFF: CCTCTCTCTAATCAGCCCTCTG R: GAGGACCTGGGAGTAGATGAG
NLRP3F: GATCTTCGCTGCGATCAACAG R: CGTGCATTATCTGAACCCCAC
IL-1BF: TTCGACACATGGGATAACGAGG R: TTTTTGCTGTGAGTCCCGGAG
β-actinF: CATGTACGTTGCTATCCAGGC R: CTCCTTAATGTCACGCACGAT

Highly connected DEG nodes identified in the PPI network

Name of DEGlog2|FC|P valueNumber of connections
GAPDH3.29534091952742.19422420641149e-07110
TNF3.686460493715841.47314840083729e-10105
IL1B2.502433967262623.13683399045308e-1275
CD8A2.866405827238867.27565725241324e-0671
STAT32.097302013551314.96438557174655e-0670
UBA524.928343535059145.23423339042131e-0863
UBC2.186107126826551.05952355437303e-0560
RPS32.796184296219073.63790536504739e-0856
UBB3.820957998888944.31876503261331e-0856
CYCS2.299578128210025.45213130618771e-0750
CCL53.551695523869343.71390385817605e-0949
TYROBP5.27807551685825.38420777664558e-1346
COX4I12.094334183054944.71041649541531e-0639
H3-3B22.56824554539676.62776003598768e-0739
ISG153.352185421570553.0642442177228e-0738
TNFRSF1A3.605789769712921.90860747716885e-0938
CTSS3.170445629848548.53715947857592e-0637

Details of 39 overlapping genes between ITP and CKD

RPL22ISG15HPCAFNDC5KIF1BPADI3TP73PRDM16CHD5
RUNX3EFHD2PINK1CNR2ALPLCA6RS1PDPNCORT
TNFPTAFRSYF2SLC45A1TRNP1VWA1TINAGL1HSPG2CLCNKB
FGRTNFRSF25AGTRAPPADI4PHACTR4ZNF683TRIM63GABRDNMNAT1
ESPNNPPBEPHA2
Language: English
Page range: 73 - 84
Published on: May 14, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2026 Xin He, Meiling Jin, Qianmei Sun, published by Macedonian Academy of Sciences and Arts
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.