# Identification of hub genes in congenital hypothyroidism and construction of the associated immune regulatory network

**Authors:** Mingliang Shan, Li Xu, Wenzhe Yang, Shiguo Liu

PMC · DOI: 10.3389/fimmu.2025.1608098 · Frontiers in Immunology · 2025-10-15

## TL;DR

This study identifies key genes involved in congenital hypothyroidism and their immune-related pathways, offering potential targets for improved diagnosis and treatment.

## Contribution

The study introduces a multiomics approach to identify hub genes and their immune regulatory roles in congenital hypothyroidism.

## Key findings

- APP, DDB1, MRPS5, and MRPL33 are hub genes with low expression in congenital hypothyroidism.
- These genes regulate IL-2 and influence immune cell activity through STAT5 and MTORC1 pathways.
- Increased expression of these genes promotes thyroid cell activity and FT4 synthesis.

## Abstract

The absence of universal diagnosis and treatment recommendations for congenital hypothyroidism (CH) has led to suboptimal diagnostic and therapeutic outcomes. This study aimed to provide immunologically relevant evidence for the diagnosis and treatment of CH.

Datasets related to CH were selected. Differentially expressed genes were screened, followed by enrichment analysis, weighted gene coexpression network analysis (WGCNA), protein–protein interaction analysis, and machine learning for the identification of hub genes. The reliability of these hub genes was verified through least absolute shrinkage and selection operator (LASSO) regression, box plot comparison, and receiver operating characteristic (ROC) curve analysis. Through gene set enrichment analysis (GSEA) of coexpressed genes, the common pathways of the hub genes and the inflammatory factors involved were identified. Immunoinfiltration analysis was carried out to verify the immunological correlation. Inflammatory factors and immune cells were screened by batch Mendelian randomization. Finally, the reliability of the hub genes, their relationships with inflammatory factors, and their impacts on cell function and the synthesis of free thyroxine (FT4) were validated through real-time quantitative polymerase chain reaction (RT–qPCR), enzyme-linked immunosorbent assay (ELISA), and cell proliferation experiments.

Multiomics analysis confirmed that APP, DDB1, MRPS5, and MRPL33 were hub genes with low expression levels in CH. These genes negatively regulated IL-2, and subsequently, through the STAT5 and MTORC1 pathways, they positively regulated (CD27 on IgD- CD38+ B cells) and (CD27 on switched memory B cells)/CD244 and negatively regulated (CD33dim HLA DR+ CD11b- Absolute Count)/IL-18 and (CD28+ CD4-CD8- T-cell %T cell)/OPG, promoting the progression of CH. Increasing the expression levels of these hub genes could increase the activity of thyroid cells and promote the synthesis of FT4 through the abovementioned pathways.

APP, DDB1, MRPS5, and MRPL33 regulate the expression of IL-2, act on relevant immune cell subtypes through the STAT5 and MTORC1 pathways, negatively regulate IL-18 and OPG, and positively regulate CD244, thereby influencing the activity of thyroid cells and the synthesis of FT4.

## Linked entities

- **Genes:** APP (amyloid beta precursor protein) [NCBI Gene 351], DDB1 (damage specific DNA binding protein 1) [NCBI Gene 1642], MRPS5 (mitochondrial ribosomal protein S5) [NCBI Gene 64969], MRPL33 (mitochondrial ribosomal protein L33) [NCBI Gene 9553], IL2 (interleukin 2) [NCBI Gene 3558], STAT5A (signal transducer and activator of transcription 5A) [NCBI Gene 6776], Crtc (CREB-regulated transcription coactivator) [NCBI Gene 39970], CD27 (CD27 molecule) [NCBI Gene 939], Igd (immunoglobulin delta heavy chain constant region) [NCBI Gene 641523], CD38 (CD38 molecule) [NCBI Gene 952], CD244 (CD244 molecule) [NCBI Gene 51744], CD33 (CD33 molecule) [NCBI Gene 945], ITGAM (integrin subunit alpha M) [NCBI Gene 3684], IL18 (interleukin 18) [NCBI Gene 3606], CD28 (CD28 molecule) [NCBI Gene 940], CD4 (CD4 molecule) [NCBI Gene 920], CD8A (CD8 subunit alpha) [NCBI Gene 925], BTF3P11 (basic transcription factor 3 pseudogene 11) [NCBI Gene 690]
- **Diseases:** congenital hypothyroidism (MONDO:0018612)

## Full-text entities

- **Genes:** MRPS5 (mitochondrial ribosomal protein S5) [NCBI Gene 64969] {aka MRP-S5, S5mt, uS5m}, CD38 (CD38 molecule) [NCBI Gene 952] {aka ADPRC 1, ADPRC1, cADPR1}, ORC1 (origin recognition complex subunit 1) [NCBI Gene 4998] {aka HSORC1, ORC1L, PARC1}, STAT5A (signal transducer and activator of transcription 5A) [NCBI Gene 6776] {aka MGF, STAT5}, IL2 (interleukin 2) [NCBI Gene 3558] {aka IL-2, TCGF, lymphokine}, CD244 (CD244 molecule) [NCBI Gene 51744] {aka 2B4, NAIL, NKR2B4, Nmrk, SLAMF4}, CD28 (CD28 molecule) [NCBI Gene 940] {aka IMD123, Tp44}, BTF3P11 (basic transcription factor 3 pseudogene 11) [NCBI Gene 690] {aka BRF3L1, BTF3L1, HUMBTFB, OCIF, OPG, TNFRSF11B}, IL18 (interleukin 18) [NCBI Gene 3606] {aka IGIF, IL-18, IL-1g, IL1F4}, ITGAM (integrin subunit alpha M) [NCBI Gene 3684] {aka CD11B, CR3A, HNA-4, MAC-1, MAC1A, MO1A}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, MRPL33 (mitochondrial ribosomal protein L33) [NCBI Gene 9553] {aka C2orf1, L33mt, MRP-L33, RPL33L, bL33m}, APP (amyloid beta precursor protein) [NCBI Gene 351] {aka AAA, ABETA, ABPP, AD1, APPI, CTFgamma}, CD27 (CD27 molecule) [NCBI Gene 939] {aka S152, S152. LPFS2, T14, TNFRSF7, Tp55}, DDB1 (damage specific DNA binding protein 1) [NCBI Gene 1642] {aka DDBA, UV-DDB1, WHIKERS, XAP1, XPCE, XPE}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}
- **Diseases:** CH (MESH:D003409), Inflammatory (MESH:D007249)
- **Chemicals:** thyroxine (MESH:D013974), FT4 (-)

## Full text

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## Figures

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## References

89 references — full list in the complete paper: https://tomesphere.com/paper/PMC12568518/full.md

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Source: https://tomesphere.com/paper/PMC12568518