Dynamic Effects of Vibrio tubiashii Infection on Pathology, Transcriptome, and Immunology in the Hepatopancreas of Ivory Shell (Babylonia areolata)
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Ethics Statement
2.2. Animals, Bacterial Infection, and Sampling
2.3. Histopathology
2.4. RNA Extraction and Illumina HiSeq Sequencing
2.5. Bioinformatic Analysis
2.6. Weighted Gene Correlation Network Analysis (WGCNA)
2.7. Validation of DEGs by qRT-PCR
2.8. Enzymatic Assays
2.9. ELISA Test
2.10. Statistical Analysis
3. Results
3.1. Histopathology of B. areolata Hepatopancreas During V. tubiashii Infection
3.2. RNA-Seq Results, Quality Control, and qRT-PCR Validation
3.3. Differential Expression Analysis
3.4. GO Enrichment of DEGs
3.5. KEGG Enrichment of DEGs
3.6. Network Construction and Screening of Key Genes
3.7. Construction of Immune-Related Protein Interaction Networks
3.8. Changes in Enzyme Activity in the B. areolata Hepatopancreas
3.9. Changes in Inflammatory Factors in the Hepatopancreas
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| DEGs | differentially expressed genes |
| β-actin | beta-actin |
| SOD | superoxide dismutase |
| CAT | catalase |
| ACP | acid phosphatase |
| AKP | alkaline phosphatase |
| LZM | lysozyme |
| POD | peroxidase |
| GSH-PX | glutathione peroxidase |
| LPS | lipase |
| AMS | amylase |
| MDA | malondialdehyde |
| IL-1 | interleukin 1 |
| TNF-α | tumor necrosis factor alpha |
| WGCNA | weighted gene co-expression network analysis |
| PPI | protein–protein interaction |
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| Sample | Raw Reads (bp) | Clean Reads (bp) | Q20 (%) | Q30 (%) | GC (%) | Mapped (%) |
|---|---|---|---|---|---|---|
| PBS-1 | 6,071,805,300 | 5,918,095,397 | 97.82 | 94.32 | 49.06 | 82.56 |
| PBS-2 | 8,354,126,100 | 8,030,860,223 | 97.48 | 93.46 | 50.00 | 83.75 |
| PBS-3 | 6,246,167,700 | 6,110,452,834 | 97.59 | 93.66 | 48.94 | 82.55 |
| 3 h-1 | 7,299,052,800 | 7,128,949,218 | 97.41 | 93.39 | 46.44 | 79.56 |
| 3 h-2 | 5,483,865,300 | 5,383,604,035 | 97.49 | 93.56 | 46.95 | 80.26 |
| 3 h-3 | 6,277,087,800 | 6,142,031,739 | 97.35 | 93.14 | 45.00 | 80.32 |
| 24 h-1 | 6,053,256,600 | 5,944,760,541 | 97.83 | 94.20 | 43.92 | 77.33 |
| 24 h-2 | 5,868,210,000 | 5,728,036,948 | 97.86 | 94.42 | 42.11 | 80.59 |
| 24 h-3 | 5,409,107,400 | 5,305,175,002 | 97.56 | 93.66 | 41.89 | 79.77 |
| 48 h-1 | 5,645,967,900 | 5,529,360,577 | 97.45 | 93.38 | 44.02 | 80.50 |
| 48 h-2 | 6,962,169,000 | 6,813,070,316 | 97.52 | 93.62 | 45.24 | 80.72 |
| 48 h-3 | 7,926,644,700 | 7,755,411,984 | 97.89 | 94.48 | 44.20 | 80.32 |
| 72 h-1 | 5,555,948,400 | 5,438,994,260 | 97.39 | 93.37 | 44.71 | 78.04 |
| 72 h-2 | 6,080,933,700 | 5,920,664,595 | 97.59 | 93.75 | 46.82 | 80.77 |
| 72 h-3 | 7,223,701,800 | 6,963,421,777 | 97.61 | 93.86 | 47.60 | 81.42 |
| Gene Name | Forward Primer (5′-3′) | Reverse Primer (5′-3′) | Amplicon Length (bp) |
|---|---|---|---|
| hpn | GGCAGGCAGTTCCAGTCTATG | CAGTCAAGCCCTCTGTCCAA | 159 |
| hsp90a.1 | TGTGGGTGATGTGATGTGGG | ATTCCTGCTGGTCCTCCTTC | 146 |
| lysoz3 | TTTCTGACAATCGTTCGTCCTT | CTGGTCCGAAAGTGGCGTAT | 179 |
| pgrp-sc2 | AGCCCTTTGTCTGCGGTAAT | CACTCCGTTTGGCACTCATC | 159 |
| gm2a | CTGCTGCCACTGCTTCTTCT | ATGCTGGTATAGCCGCGTAA | 225 |
| hspa5 | TCCATAACCCACCGAACGC | CCTGCTAGTGCCTGAACCC | 102 |
| heph | TCGGGTCCACTCTGTTTACG | CAGGGAAGGGAGGCTATTTT | 184 |
| vcan | TAGCGCCTATGCTCGGTAGA | TTCGGTGCGTTATGGAAACA | 218 |
| cd209e | GTCGGTCGTCTTATGGTCGTA | GTCGGTTTGTGGTGGATTTG | 261 |
| klh2 | GCCAATGACGAGACCTACGA | AATCCCGAATCCCACCTACA | 217 |
| pnlip | AGACCACGAGTTCGCAGCAT | CGCCGATAGAAAGTCATCCC | 107 |
| i-2 | CAGTCTGATTTACGCTGGGATA | CATGCTCTGTGGGCTAGGTG | 233 |
| lec-1 | TCACCTATCAGTTAGCGAGCAT | TAAGGGCCGAAACACTTGAC | 286 |
| tnfsf10 | CGAACCTGTGCGGGAAGAT | CAGTGACGCCTCCTTGAGC | 109 |
| fth1-a | GAAGAGCGTCAACCAGTCCC | GACCGACCGACCTGCTAACT | 115 |
| actin | TTTCGCACCAGTCATTCACA | CTTCCTCTTTCGCTTCGTCA | 155 |
| Time | Pathways | Number of DEGs |
|---|---|---|
| 3 h | NOD-like receptor signaling pathway | 29 |
| T cell receptor signaling pathway | 19 | |
| Natural-killer-cell-mediated cytotoxicity | 13 | |
| Leukocyte transendothelial migration | 19 | |
| Rheumatoid arthritis | 8 | |
| Th1 and Th2 cell differentiation | 10 | |
| Platelet activation | 22 | |
| Th17 cell differentiation | 9 | |
| Toll-like receptor signaling pathway | 15 | |
| Inflammatory bowel disease | 3 | |
| IL-17 signaling pathway | 10 | |
| B cell receptor signaling pathway | 11 | |
| Fc epsilon RI signaling pathway | 9 | |
| Autoimmune thyroid disease | 1 | |
| C-type lectin receptor signaling pathway | 15 | |
| Primary immunodeficiency | 2 | |
| Toll and Imd signaling pathway | 7 | |
| Chemokine signaling pathway | 16 | |
| RIG-I-like receptor signaling pathway | 6 | |
| Fc gamma R-mediated phagocytosis | 13 | |
| 24 h | Th17 cell differentiation | 21 |
| T cell receptor signaling pathway | 36 | |
| IL-17 signaling pathway | 25 | |
| Toll-like receptor signaling pathway | 33 | |
| B cell receptor signaling pathway | 27 | |
| RIG-I-like receptor signaling pathway | 19 | |
| NOD-like receptor signaling pathway | 48 | |
| Toll and Imd signaling pathway | 19 | |
| Intestinal immune network for IgA production | 4 | |
| Th1 and Th2 cell differentiation | 17 | |
| Natural-killer-cell-mediated cytotoxicity | 21 | |
| Leukocyte transendothelial migration | 31 | |
| Chemokine signaling pathway | 36 | |
| Cytosolic DNA-sensing pathway | 17 | |
| Rheumatoid arthritis | 12 | |
| Fc epsilon RI signaling pathway | 18 | |
| C-type lectin receptor signaling pathway | 31 | |
| Fc gamma R-mediated phagocytosis | 29 | |
| Complement and coagulation cascades | 9 | |
| Autoimmune thyroid disease | 2 | |
| 48 h | NOD-like receptor signaling pathway | 31 |
| Th17 cell differentiation | 12 | |
| B cell receptor signaling pathway | 15 | |
| IL-17 signaling pathway | 13 | |
| Th1 and Th2 cell differentiation | 11 | |
| Natural-killer-cell-mediated cytotoxicity | 13 | |
| Toll-like receptor signaling pathway | 17 | |
| Inflammatory bowel disease | 4 | |
| Toll and Imd signaling pathway | 10 | |
| T cell receptor signaling pathway | 16 | |
| Intestinal immune network for IgA production | 2 | |
| Fc epsilon RI signaling pathway | 10 | |
| RIG-I-like receptor signaling pathway | 8 | |
| Complement and coagulation cascades | 5 | |
| Rheumatoid arthritis | 6 | |
| Chemokine signaling pathway | 17 | |
| Cytosolic DNA-sensing pathway | 7 | |
| C-type lectin receptor signaling pathway | 13 | |
| Antigen processing and presentation | 4 | |
| Leukocyte transendothelial migration | 12 | |
| 72 h | Rheumatoid arthritis | 4 |
| IL-17 signaling pathway | 5 | |
| Th17 cell differentiation | 3 | |
| Toll and Imd signaling pathway | 3 | |
| B cell receptor signaling pathway | 3 | |
| Antigen processing and presentation | 2 | |
| Toll-like receptor signaling pathway | 3 | |
| Primary immunodeficiency | 1 | |
| T cell receptor signaling pathway | 3 | |
| Inflammatory bowel disease | 1 | |
| NOD-like receptor signaling pathway | 4 | |
| C-type lectin receptor signaling pathway | 2 | |
| Th1 and Th2 cell differentiation | 1 | |
| Natural-killer-cell-mediated cytotoxicity | 1 | |
| Systemic lupus erythematosus | 1 |
| Gene ID | Module | kTotal | kWithin | Symbol | Description |
|---|---|---|---|---|---|
| BABareV306129 | turquoise | 1846 | 1594 | adam12 | disintegrin and metalloproteinase domain-containing protein 12 |
| BABareV310784 | turquoise | 1797 | 1563 | prrc2a | PRRC2A |
| BABareV305867 | turquoise | 1806 | 1548 | rrbp1 | ribosome-binding protein 1 |
| BABareV309951 | turquoise | 1817 | 1551 | clstn1 | calsyntenin-1 |
| BABareV322707 | turquoise | 1759 | 1522 | aco1 | cytoplasmic aconitate hydratase |
| BABareV304105 | turquoise | 1795 | 1536 | igf2r | cation-independent mannose-6-phosphate receptor |
| BABareV301913 | turquoise | 1741 | 1499 | add1 | Adducin 1 |
| BABareV325031 | turquoise | 1724 | 1483 | bsg | I-type lectin |
| BABareV303418 | turquoise | 1740 | 1511 | cdh23 | cadherin-23 |
| BABareV301786 | turquoise | 1708 | 1476 | nrg | neuroglian |
| BABareV319683 | turquoise | 1744 | 1493 | pat-3 | integrin beta 3 |
| BABareV303009 | turquoise | 1704 | 1487 | reep5 | receptor expression-enhancing protein 5 |
| BABareV317442 | royal blue | 199 | 57 | pzp | alpha-2-macroglobulin |
| BABareV302540 | royal blue | 147 | 59 | csrp2 | cysteine and glycine-rich protein |
| BABareV303394 | royal blue | 177 | 54 | zip | myosin heavy chain, non-muscle |
| BABareV304414 | dark green | 211 | 60 | acp7 | acid phosphatase 7 |
| BABareV308816 | dark green | 224 | 48 | pim1 | serine/threonine-protein kinase pim-1 |
| BABareV313062 | dark green | 164 | 58 | tbk1 | TANK-binding kinase 1 |
| Symbol | Gene Name | Function | Degree |
|---|---|---|---|
| hsp90a.1 | Heat Shock Protein 90 Alpha Family Class A Member 1 | Chaperones to assist in the folding and activation of client proteins | 95 |
| mapk15 | Mitogen-Activated Protein Kinase 15 | Cell proliferation, differentiation, apoptosis, and stress responses (such as oxidative stress, DNA damage) | 92 |
| pik-1 | Phosphoinositide Kinase 1 | Cytoskeletal reorganization, membrane trafficking, cell polarity establishment, and signal transduction | 91 |
| rac1 | Ras-Related C3 Botulinum Toxin Substrate 1 | Cytoskeletal reorganization of actin, cell migration, invasion and morphogenesis, phagocytosis, and immune cell activation | 87 |
| ced-10 | Cell Death Abnormality 10 | Small GTPases in Rho family, which are homologous genes of RAC1 in invertebrates, involving in Cell migration and phagocytosis | 87 |
| Rhob | Ras Homolog Gene Family Member B | Cytoskeleton and cell adhesion, cell cycle regulation, apoptosis, and angiogenesis | 86 |
| btk | Bruton Tyrosine Kinase | A key kinase in the B-cell receptor signaling pathway | 84 |
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© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Dai, C.; Luo, D.; Liu, Q.; Cui, J.; Fu, Y.; Mi, H.; Yan, S.; Fu, Z.; Xia, G.; Tu, Z.; et al. Dynamic Effects of Vibrio tubiashii Infection on Pathology, Transcriptome, and Immunology in the Hepatopancreas of Ivory Shell (Babylonia areolata). Biology 2026, 15, 992. https://doi.org/10.3390/biology15130992
Dai C, Luo D, Liu Q, Cui J, Fu Y, Mi H, Yan S, Fu Z, Xia G, Tu Z, et al. Dynamic Effects of Vibrio tubiashii Infection on Pathology, Transcriptome, and Immunology in the Hepatopancreas of Ivory Shell (Babylonia areolata). Biology. 2026; 15(13):992. https://doi.org/10.3390/biology15130992
Chicago/Turabian StyleDai, Chen, Dapeng Luo, Qingming Liu, Jing Cui, Yongcai Fu, Haohan Mi, Shihao Yan, Zhongzheng Fu, Guangyuan Xia, Zhigang Tu, and et al. 2026. "Dynamic Effects of Vibrio tubiashii Infection on Pathology, Transcriptome, and Immunology in the Hepatopancreas of Ivory Shell (Babylonia areolata)" Biology 15, no. 13: 992. https://doi.org/10.3390/biology15130992
APA StyleDai, C., Luo, D., Liu, Q., Cui, J., Fu, Y., Mi, H., Yan, S., Fu, Z., Xia, G., Tu, Z., & Shen, M. (2026). Dynamic Effects of Vibrio tubiashii Infection on Pathology, Transcriptome, and Immunology in the Hepatopancreas of Ivory Shell (Babylonia areolata). Biology, 15(13), 992. https://doi.org/10.3390/biology15130992

