# Role of Alternative Splicing and Polyadenylation in Regulation of Spleen Development

**Authors:** Jinghao Cui, Rongru Zhu, Mengke Song, Yuanlu Sun, Yu Pang, Ming Tian, Xinmiao He, Di Liu, Xiuqin Yang

PMC · DOI: 10.3390/cells15060496 · 2026-03-10

## TL;DR

This study explores how alternative splicing and polyadenylation shape gene expression during spleen development in pigs, revealing new transcript variants and regulatory mechanisms.

## Contribution

The study identifies thousands of unannotated transcripts and novel regulatory axes in spleen development using full-length isoform sequencing.

## Key findings

- 17,294 unannotated transcripts were identified, mostly from known genes in the pig genome.
- Top genes with high isoform diversity are linked to immune function and disease.
- Regulatory axes MYBL2/WEE1 and E2F1/WEE1 were identified for the first time in spleen development.

## Abstract

Alternative splicing (AS) and alternative polyadenylation (APA), as post-transcriptional regulatory mechanisms, are involved in various biological processes through the generation of transcript variants. However, genome-wide studies of AS and APA during spleen development are scarce. This study aimed to characterize transcript diversity and changes in transcript isoforms in the spleen at two developmental stages using full-length isoform sequencing integrated with short-read RNA sequencing. We revealed widespread transcript diversity and identified 17,294 unannotated transcripts, most of which originated from known genes in the current pig genome annotation. The top 500 genes with the highest isoform diversity were mainly associated with disease occurrence and immune function, as revealed by Kyoto Encyclopedia of Genes and Genomes enrichment analysis. We also observed changes in major transcript usage and polyadenylation site selection during spleen development. Our results indicated that genes regulated immunological development mainly by switching dominant transcript isoforms rather than altering overall expression levels. In addition, genes exhibited a tendency of age-dependent preference for distal polyadenylation sites. Furthermore, transcription factors important for spleen development were identified, and the regulatory axes MYBL2/WEE1 and E2F1/WEE1 were constructed for the first time using molecular biology techniques. These findings not only refined the current pig genome annotation, but also provided a foundation for exploring the molecular mechanisms responsible for spleen development.

## Linked entities

- **Genes:** MYBL2 (MYB proto-oncogene like 2) [NCBI Gene 4605], WEE1 (WEE1 G2 checkpoint kinase) [NCBI Gene 7465], E2F1 (E2F transcription factor 1) [NCBI Gene 1869]
- **Species:** Sus scrofa (taxon 9823)

## Full-text entities

- **Genes:** MCM10 (minichromosome maintenance 10 replication initiation factor) [NCBI Gene 100626098], LY9 (lymphocyte antigen 9) [NCBI Gene 100155269], HNRNPA2B1 (heterogeneous nuclear ribonucleoprotein A2/B1) [NCBI Gene 100521762] {aka HNRNPA2/B1}, PLK1 (polo like kinase 1) [NCBI Gene 396953], MBD1 (methyl-CpG binding domain protein 1) [NCBI Gene 100156150], TP53 (tumor protein p53) [NCBI Gene 397276] {aka P53}, CSF1R (colony stimulating factor 1 receptor) [NCBI Gene 100517086], RFWD3 (ring finger and WD repeat domain 3) [NCBI Gene 100736590], FOXM1 (forkhead box M1) [NCBI Gene 100511565], TRAF7 (TNF receptor associated factor 7) [NCBI Gene 100516964], MYBL2 (MYB proto-oncogene like 2) [NCBI Gene 100157175], HNRNPK (heterogeneous nuclear ribonucleoprotein K) [NCBI Gene 100622191], AMT (aminomethyltransferase) [NCBI Gene 396679], WEE1 (WEE1 G2 checkpoint kinase) [NCBI Gene 100521487], REPS1 (RALBP1 associated Eps domain containing 1) [NCBI Gene 100154803], PPP1R2 (protein phosphatase 1 regulatory inhibitor subunit 2) [NCBI Gene 100156975], ATF6 (activating transcription factor 6) [NCBI Gene 100158076], TLR4 (toll like receptor 4) [NCBI Gene 399541], CDC45 (cell division cycle 45) [NCBI Gene 100151862], DLL1 (delta like canonical Notch ligand 1) [NCBI Gene 100620481], ENPEP (glutamyl aminopeptidase) [NCBI Gene 397080], beta-actin [NCBI Gene 100158242], CDK1 (cyclin dependent kinase 1) [NCBI Gene 100155762] {aka CDC2}, ZC3H14 (zinc finger CCCH-type containing 14) [NCBI Gene 100157303], FOXP1 (forkhead box P1) [NCBI Gene 100525716], EEF2 (eukaryotic translation elongation factor 2) [NCBI Gene 100624328], POLD1 (DNA polymerase delta 1, catalytic subunit) [NCBI Gene 100525752], E2F1 (E2F transcription factor 1) [NCBI Gene 100153846], PPP6R2 (protein phosphatase 6 regulatory subunit 2) [NCBI Gene 100517282], PPARG (peroxisome proliferator activated receptor gamma) [NCBI Gene 397671] {aka NR1C3}, ATF6B (activating transcription factor 6 beta) [NCBI Gene 100144516] {aka CREBL1}, HDAC10 (histone deacetylase 10) [NCBI Gene 100518786], RFC4 (replication factor C subunit 4) [NCBI Gene 106504063], IRF3 (interferon regulatory factor 3) [NCBI Gene 396656], E2F8 (E2F transcription factor 8) [NCBI Gene 100522785], WDHD1 (WD repeat and HMG-box DNA binding protein 1) [NCBI Gene 100152808], REEP5 (receptor accessory protein 5) [NCBI Gene 100516959], SKA2 (spindle and kinetochore associated complex subunit 2) [NCBI Gene 100520695], CCNB2 (cyclin B2) [NCBI Gene 100135668], TNF (tumor necrosis factor) [NCBI Gene 397086] {aka TNFSF2, TNFa}, SERBP1 (SERPINE1 mRNA binding protein 1) [NCBI Gene 100518613], ARHGAP30 (Rho GTPase activating protein 30) [NCBI Gene 100158101]
- **Diseases:** cancer (MESH:D009369), viral (MESH:D014777), autoimmune disorders (MESH:D001327), Epstein-Barr virus infection (MESH:D020031), salmonella infection (MESH:D012480), inflammatory (MESH:D007249), AS (MESH:C536589), Fanconi anemia (MESH:D005199), Alzheimer's disease (MESH:D000544), carcinogenesis (MESH:D063646), infection (MESH:D007239), injury to (MESH:D014947)
- **Chemicals:** PB (MESH:D007854), polyacrylamide (MESH:C016679), nitrogen (MESH:D009584), Lipofectamine (MESH:C086724), PVDF (MESH:C024865), agarose (MESH:D012685), LI-COR (-), TRIzol (MESH:C411644), SDS (MESH:D012967), nylon (MESH:D009757)
- **Species:** Equus asinus (African ass, species) [taxon 9793], Porcine reproductive and respiratory syndrome virus (no rank) [taxon 28344], Sus scrofa (pig, species) [taxon 9823], Mus musculus (house mouse, species) [taxon 10090], Ovis aries (domestic sheep, species) [taxon 9940], Homo sapiens (human, species) [taxon 9606], C. elegans [taxon 328850]
- **Cell lines:** PK-15 — Sus scrofa (Pig), Spontaneously immortalized cell line (CVCL_2160), HEK-293T — Homo sapiens (Human), Transformed cell line (CVCL_0063)

## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13025901/full.md

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Source: https://tomesphere.com/paper/PMC13025901