1
|
Zhu P, Wang G, Liu Y, Wen L, Bo Q, Liu G, Wang C, Liu B. Transcriptomic analysis reveals the molecular mechanisms of heterosis in low-temperature tolerance in the hybrids of Argopecten scallops. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY. PART D, GENOMICS & PROTEOMICS 2025; 55:101526. [PMID: 40315712 DOI: 10.1016/j.cbd.2025.101526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2025] [Revised: 04/29/2025] [Accepted: 04/29/2025] [Indexed: 05/04/2025]
Abstract
The F1 hybrid of Argopecten irradians irradians (♀) × A. purpuratus (♂) exhibits significant heterosis in growth performance and mid-parent heterosis in low-temperature tolerance. This study presents a comparative transcriptomic analysis of A. irradians irradians (Ai), A. purpuratus (Ap), and the hybrid A. irradians irradians♀ × A. purpuratus♂ (Aip) to explore the mechanisms underlying low-temperature tolerance heterosis in Aip. A total of 33,376 differentially expressed genes (DEGs) were identified between F1 hybrids and purebreds under cold stress. In Aip, 80.32 % of DEGs exhibited non-additive expression patterns, with over-dominant expression observed in 30.65 % of these genes. Pairwise comparisons among the transcriptomes of Ai, Ap, and Aip revealed 14,959 alternative splicing events, affecting 8169 genes. KEGG pathway analysis indicated substantial enrichment of overlapping genes from common DEGs and non-additively expressed genes (NAGs) in apoptosis, longevity regulation, ABC transporters, and spliceosome pathways. Furthermore, analysis of DEGs, DAGs (Differentially Alternative Splicing genes), and NAGs identified 6 genes undergoing alternative splicing. These pathways and genes may be crucial in Aip's response to low-temperature stress and offer insights for advancing scallop cross-breeding strategies.
Collapse
Affiliation(s)
- Peican Zhu
- College of Marine Science and Engineering, Qingdao Agricultural University, Qingdao, Shandong 266109, China
| | - Guizhen Wang
- Jinshan Campus, Ganyu Secondary Vocational School, Lianyungang, Jiangsu 222199, China
| | - Yuan Liu
- Tongshan Secondary Vocational School, Xuzhou, Jiangsu 221006, China
| | - Lisen Wen
- College of Marine Science and Engineering, Qingdao Agricultural University, Qingdao, Shandong 266109, China
| | - Qixiang Bo
- College of Marine Science and Engineering, Qingdao Agricultural University, Qingdao, Shandong 266109, China
| | - Guilong Liu
- Yantai Spring-Sea AquaSeed, Ltd., Yantai 264006, China
| | - Chunde Wang
- College of Marine Science and Engineering, Qingdao Agricultural University, Qingdao, Shandong 266109, China.
| | - Bo Liu
- College of Marine Science and Engineering, Qingdao Agricultural University, Qingdao, Shandong 266109, China.
| |
Collapse
|
2
|
Di G, Zhang Y, Jiang M, Zhang W, Wu Y, Ma Z, Yang W, Fu Y, Chen X. 4D-FastDIA proteomic analysis of pedal mucus in Pacific abalone Haliotis discus hannai heat-resistance group. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY. PART D, GENOMICS & PROTEOMICS 2025; 55:101503. [PMID: 40199049 DOI: 10.1016/j.cbd.2025.101503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Revised: 03/29/2025] [Accepted: 03/30/2025] [Indexed: 04/10/2025]
Abstract
This study aimed to investigate the immune mechanisms of pedal mucus in Pacific abalone Haliotis discus hannai from different populations. Proteomic differences between the pedal mucus of the control group and the heat-resistance group of H. discus hannai were comparatively analyzed, and the proteins were annotated and analyzed to understand the related functions and roles of differentially expressed proteins (DEPs). The results showed that there were 4054 DEPs in total, among which the DEPs in the pedal mucus of the heat-resistance group and the control group were mainly immune-related heat shock proteins, calmodulin, Ig-like and fibronectin type III domain-containing proteins, histones and mucins, etc.; the DEPs related to growth metabolism included glutathione, growth factor receptor-bound protein, alanine aminotransferase, etc. Circadian entrainment signaling pathway and growth hormone synthesis, secretion and action signaling pathway was significantly enriched, cortisol synthesis and secretion signaling pathway was up-regulated in Haliotis discus hannai heat-resistance group. This study provided references for exploring the relationship between the mucus proteome difference in pedal mucus from different abalone populations sources. These results would contribute to further search for proteins related to immunity, growth and stress resistance, and provide theoretical basis for the development of high-quality germplasm resources of Pacific abalone.
Collapse
Affiliation(s)
- Guilan Di
- State Key Laboratory of Mariculture Breeding, Key Laboratory of Marine Biotechnology of Fujian Province, Institute of Oceanology, College of Marine Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Yu Zhang
- State Key Laboratory of Mariculture Breeding, Key Laboratory of Marine Biotechnology of Fujian Province, Institute of Oceanology, College of Marine Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Mingmei Jiang
- State Key Laboratory of Mariculture Breeding, Key Laboratory of Marine Biotechnology of Fujian Province, Institute of Oceanology, College of Marine Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Weini Zhang
- State Key Laboratory of Mariculture Breeding, Key Laboratory of Marine Biotechnology of Fujian Province, Institute of Oceanology, College of Marine Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Yunlong Wu
- State Key Laboratory of Mariculture Breeding, Key Laboratory of Marine Biotechnology of Fujian Province, Institute of Oceanology, College of Marine Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Zeyuan Ma
- State Key Laboratory of Mariculture Breeding, Key Laboratory of Marine Biotechnology of Fujian Province, Institute of Oceanology, College of Marine Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Weilong Yang
- State Key Laboratory of Mariculture Breeding, Key Laboratory of Marine Biotechnology of Fujian Province, Institute of Oceanology, College of Marine Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Yuqin Fu
- State Key Laboratory of Mariculture Breeding, Key Laboratory of Marine Biotechnology of Fujian Province, Institute of Oceanology, College of Marine Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Xinhua Chen
- State Key Laboratory of Mariculture Breeding, Key Laboratory of Marine Biotechnology of Fujian Province, Institute of Oceanology, College of Marine Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China; Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266071, China.
| |
Collapse
|
3
|
Li M, Wang C, Zhou H, Chen J, Wang L, Xiong Y, Tian Y, Yan H, Liang X, Liu Q, Wang X, Wang Y, Fu C. Effects of temperature to the liver transcriptome in the hybrid puffer fish (Takifugu rubripes ♀ × Takifugu obscurus ♂). COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY. PART D, GENOMICS & PROTEOMICS 2025; 53:101360. [PMID: 39608187 DOI: 10.1016/j.cbd.2024.101360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 11/11/2024] [Accepted: 11/12/2024] [Indexed: 11/30/2024]
Abstract
Water temperature exerts a crucial impact on the growth and development of fish. Hybrids may integrate the superior traits of their parents, thereby leading to higher economic benefits. Takifugu rubripes and T. obscurus are two important economic species in Asia. Here, to investigated the effect of temperature on the hybrid puffer larvae (T. rubripes ♀ × T. obscurus ♂), the larvae (0.79 ± 0.02 cm in body length) were treated to three temperatures: 15 °C (T15), 20 °C (T20), and 25 °C (T25) for 45 days. At the end of the study, the body length and weight were measured, the survival rate was calculated, and liver transcriptome analysis was performed on liver tissues. The hybrid puffer larvae in the T25 group showed a significant increase in average body length and body weight compared to the T15 and T20 groups (P < 0.05). 1292, 329, and 1927 differentially expressed genes (DEGs) were identified in T15 vs. T20, T20 vs. T25, and T15 vs. T25 groups, respectively. KEGG enrichment analyses showed that DEGs were primarily involved in the citrate cycle (TCA cycle), PPAR signaling, glycine, serine and threonine metabolism, and protein digestion and absorption pathways. These results indicated that temperature affects metabolism, signal transduction and protein digestion and absorption in hybrid puffer fish. In addition, twelve DEGs were randomly selected for RNA-seq validation, and the transcriptome results were consistent with the qPCR validation results, illustrating the accuracy of transcriptome sequencing. These findings deepen our understanding of the complex molecular mechanism of the response of hybrid puffer fish to temperature changes and contribute to the development of hybrid puffer fish breeding.
Collapse
Affiliation(s)
- Meiyuan Li
- Key Laboratory of Environment Controlled Aquaculture (Dalian Ocean University), Ministry of Education, 116023 Dalian, China; College of Marine Science and Environment Engineering, Dalian Ocean University, 116023 Dalian, Liaoning, China; Key Laboratory of Pufferfish Breeding and Culture in Liaoning Province, Dalian Ocean University, 116023 Dalian, Liaoning, China
| | - Chenqi Wang
- Key Laboratory of Environment Controlled Aquaculture (Dalian Ocean University), Ministry of Education, 116023 Dalian, China; College of Fisheries and Life Science, Dalian Ocean University, 116023 Dalian, China; Key Laboratory of Pufferfish Breeding and Culture in Liaoning Province, Dalian Ocean University, 116023 Dalian, Liaoning, China
| | - Huiting Zhou
- Key Laboratory of Environment Controlled Aquaculture (Dalian Ocean University), Ministry of Education, 116023 Dalian, China; College of Fisheries and Life Science, Dalian Ocean University, 116023 Dalian, China; Key Laboratory of Pufferfish Breeding and Culture in Liaoning Province, Dalian Ocean University, 116023 Dalian, Liaoning, China
| | - Jinfeng Chen
- Key Laboratory of Environment Controlled Aquaculture (Dalian Ocean University), Ministry of Education, 116023 Dalian, China; College of Marine Science and Environment Engineering, Dalian Ocean University, 116023 Dalian, Liaoning, China; Key Laboratory of Pufferfish Breeding and Culture in Liaoning Province, Dalian Ocean University, 116023 Dalian, Liaoning, China
| | - Liu Wang
- Key Laboratory of Environment Controlled Aquaculture (Dalian Ocean University), Ministry of Education, 116023 Dalian, China; College of Marine Science and Environment Engineering, Dalian Ocean University, 116023 Dalian, Liaoning, China; Key Laboratory of Pufferfish Breeding and Culture in Liaoning Province, Dalian Ocean University, 116023 Dalian, Liaoning, China
| | - Yuyu Xiong
- Key Laboratory of Environment Controlled Aquaculture (Dalian Ocean University), Ministry of Education, 116023 Dalian, China; College of Marine Science and Environment Engineering, Dalian Ocean University, 116023 Dalian, Liaoning, China; Key Laboratory of Pufferfish Breeding and Culture in Liaoning Province, Dalian Ocean University, 116023 Dalian, Liaoning, China
| | - Yushun Tian
- College of Fisheries and Life Science, Dalian Ocean University, 116023 Dalian, China; Key Laboratory of Pufferfish Breeding and Culture in Liaoning Province, Dalian Ocean University, 116023 Dalian, Liaoning, China
| | - Hongwei Yan
- Key Laboratory of Environment Controlled Aquaculture (Dalian Ocean University), Ministry of Education, 116023 Dalian, China; College of Fisheries and Life Science, Dalian Ocean University, 116023 Dalian, China; Key Laboratory of Pufferfish Breeding and Culture in Liaoning Province, Dalian Ocean University, 116023 Dalian, Liaoning, China.
| | - Xinyan Liang
- Key Laboratory of Environment Controlled Aquaculture (Dalian Ocean University), Ministry of Education, 116023 Dalian, China; College of Fisheries and Life Science, Dalian Ocean University, 116023 Dalian, China; Key Laboratory of Pufferfish Breeding and Culture in Liaoning Province, Dalian Ocean University, 116023 Dalian, Liaoning, China
| | - Qi Liu
- Key Laboratory of Environment Controlled Aquaculture (Dalian Ocean University), Ministry of Education, 116023 Dalian, China; College of Marine Science and Environment Engineering, Dalian Ocean University, 116023 Dalian, Liaoning, China; Key Laboratory of Pufferfish Breeding and Culture in Liaoning Province, Dalian Ocean University, 116023 Dalian, Liaoning, China.
| | - Xiuli Wang
- College of Fisheries and Life Science, Dalian Ocean University, 116023 Dalian, China; Key Laboratory of Pufferfish Breeding and Culture in Liaoning Province, Dalian Ocean University, 116023 Dalian, Liaoning, China
| | - Yaohui Wang
- Jiangsu Zhongyang Group Company Limited, Haian, Jiangsu 226600, China
| | - Chuang Fu
- Changhai County Marine and Fisheries Comprehensive Administrative Law Enforcement Team, Dalian, Liaoning, China
| |
Collapse
|
4
|
Dang C, Severn-Ellis AA, Bayer P, Anderson N, Gholipour-Kanani H, Batley J, McCauley RD, Day RD, Semmens JM, Speed C, Meekan MG, Parsons MJG. Insights into the transcriptomic responses of silver-lipped pearl oysters Pinctada maxima exposed to a simulated large-scale seismic survey. BMC Genomics 2024; 25:1188. [PMID: 39639203 PMCID: PMC11622493 DOI: 10.1186/s12864-024-11091-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 11/26/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND The wild stocks of Pinctada maxima pearl oysters found off the coast of northern Australia are of critical importance for the sustainability of Australia's pearling industry. Locations inhabited by pearl oysters often have oil and gas reserves in the seafloor below and are therefore potentially subjected to seismic exploration surveys. The present study assessed the impact of a simulated commercial seismic survey on the transcriptome of pearl oysters. Animals were placed at seven distances (-1000, 0, 300, 500, 1000, 2000, and 6000 m) from the first of six operational seismic source sail lines. Vessel control groups were collected before the seismic survey started and exposed groups were collected after completion of six operational seismic sail lines (operated at varying distances over a four-day period). Samples from these groups were taken immediately and at 1, 3, and 6 months post-exposure. RNA-seq was used to identify candidate genes and pathways impacted by the seismic noise in pearl oyster mantle tissues. The quantified transcripts were compared using DESeq2 and pathway enrichment analysis was conducted using KEGG pathway, identifying differentially expressed genes and pathways associated with the seismic activity. RESULTS The study revealed the highest gene expression and pathway dysregulation after four days of exposure and a month post-exposure. However, this dysregulation diminished after three months, with only oysters at -1000 and 0 m displaying differential gene expression and pathway disruption six months post-exposure. Stress-induced responses were evident and impacted energy production, transcription, translation, and protein synthesis. CONCLUSION Seismic activity impacted the gene expression and pathways of pearl oysters at distances up to 2000 m from the source after four days of exposure, and at distances up to 1000 m from the source one-month post-exposure. At three- and six-months post-exposure, gene and pathway dysregulations were mostly observed in oysters located closest to the seismic source at 0 and - 1000 m. Overall, our results suggest that oysters successfully activated stress responses to mitigate damage and maintain cellular homeostasis and growth in response to seismic noise exposure.
Collapse
Affiliation(s)
- Cecile Dang
- Department of Primary Industries and Regional Development, Government of Western Australia, Perth, WA, 6000, Australia.
- School of Biological Sciences, University of Western Australia, Perth, WA, 6009, Australia.
| | - Anita A Severn-Ellis
- Department of Primary Industries and Regional Development, Government of Western Australia, Perth, WA, 6000, Australia
| | - Philipp Bayer
- School of Biological Sciences, University of Western Australia, Perth, WA, 6009, Australia
| | | | - Hosna Gholipour-Kanani
- Department of Primary Industries and Regional Development, Government of Western Australia, Perth, WA, 6000, Australia
| | - Jacqueline Batley
- School of Biological Sciences, University of Western Australia, Perth, WA, 6009, Australia
| | - Robert D McCauley
- Centre for Marine Technology, Curtin University, Bentley, WA, 6102, Australia
| | - Ryan D Day
- Fisheries and Aquaculture Centre, Institute for Marine and Antarctic Studies, University of Tasmania, Hobart, TAS, 7001, Australia
| | - Jayson M Semmens
- Fisheries and Aquaculture Centre, Institute for Marine and Antarctic Studies, University of Tasmania, Hobart, TAS, 7001, Australia
| | - Conrad Speed
- Australian Institute of Marine Science, Perth, WA, 6009, Australia
| | - Mark G Meekan
- Oceans Institute, University of Western Australia, Perth, WA, 6009, Australia
| | | |
Collapse
|
5
|
Freda PJ, Ghosh A, Bhandary P, Matsumoto N, Chitre AS, Zhou J, Hall MA, Palmer AA, Obafemi-Ajayi T, Moore JH. PAGER: A novel genotype encoding strategy for modeling deviations from additivity in complex trait association studies. BioData Min 2024; 17:41. [PMID: 39394173 PMCID: PMC11468469 DOI: 10.1186/s13040-024-00393-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Accepted: 09/30/2024] [Indexed: 10/13/2024] Open
Abstract
BACKGROUND The additive model of inheritance assumes that heterozygotes (Aa) are exactly intermediate in respect to homozygotes (AA and aa). While this model is commonly used in single-locus genetic association studies, significant deviations from additivity are well-documented and contribute to phenotypic variance across many traits and systems. This assumption can introduce type I and type II errors by overestimating or underestimating the effects of variants that deviate from additivity. Alternative genotype encoding strategies have been explored to account for different inheritance patterns, but they often incur significant computational or methodological costs. To address these challenges, we introduce PAGER (Phenotype Adjusted Genotype Encoding and Ranking), an efficient pre-processing method that encodes each genetic variant based on normalized mean phenotypic differences between diallelic genotype classes (AA, Aa, and aa). This approach more accurately reflects each variant's true inheritance model, improving model precision while minimizing the costs associated with alternative encoding strategies. RESULTS Through extensive benchmarking on SNPs simulated with both binary and continuous phenotypes, we demonstrate that PAGER accurately represents various inheritance patterns (including additive, dominant, recessive, and heterosis), achieves levels of statistical power that meet or exceed other encoding strategies, and attains computation speeds up to 55 times faster than a similar method, EDGE. We also apply PAGER to publicly available real-world data and identify a novel, relevant putative QTL associated with body mass index in rats (Rattus norvegicus) that is not detected with the additive model. CONCLUSIONS Overall, we show that PAGER is an efficient genotype encoding approach that can uncover sources of missing heritability and reveal novel insights in the study of complex traits while incurring minimal costs.
Collapse
Affiliation(s)
- Philip J Freda
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, 700 N. San Vincente Blvd., Pacific Design Center, Suite G540, West Hollywood, CA, 90069, USA
| | - Attri Ghosh
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, 700 N. San Vincente Blvd., Pacific Design Center, Suite G540, West Hollywood, CA, 90069, USA
| | - Priyanka Bhandary
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, 700 N. San Vincente Blvd., Pacific Design Center, Suite G540, West Hollywood, CA, 90069, USA
| | - Nicholas Matsumoto
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, 700 N. San Vincente Blvd., Pacific Design Center, Suite G540, West Hollywood, CA, 90069, USA
| | - Apurva S Chitre
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, CA, 92093-0667, USA
| | - Jiayan Zhou
- Department of Medicine, Stanford University School of Medicine, 291 Campus Dr., Li Ka Shing Building, Stanford, CA, 94305, USA
| | - Molly A Hall
- Department of Genetics and Institute for Biomedical Informatics, University of Pennsylvania, 3700 Hamilton Walk, Richards Building A301, Philadelphia, PA, 19104, USA
| | - Abraham A Palmer
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, CA, 92093-0667, USA
- Institute for Genomic Medicine, University of California San Diego, 9500 Gilman Dr, La Jolla, CA, 92093-0667, USA
| | - Tayo Obafemi-Ajayi
- Cooperative Engineering Program, Missouri State University, 901 S. National Ave, Springfield, MO, 65897, USA
| | - Jason H Moore
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, 700 N. San Vincente Blvd., Pacific Design Center, Suite G540, West Hollywood, CA, 90069, USA.
| |
Collapse
|
6
|
Huang Q, Wen C, Gu S, Jie Y, Li G, Yan Y, Tian C, Wu G, Yang N. Synergy of gut microbiota and host genome in driving heterosis expression of chickens. J Genet Genomics 2024; 51:1121-1134. [PMID: 38950856 DOI: 10.1016/j.jgg.2024.06.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 06/18/2024] [Accepted: 06/19/2024] [Indexed: 07/03/2024]
Abstract
Heterosis has been widely utilized in agricultural production. Despite over a century of extensive research, the underlying mechanisms of heterosis remain elusive. Most hypotheses and research have focused on the genetic basis of heterosis. However, the potential role of gut microbiota in heterosis has been largely ignored. Here, we carefully design a crossbreeding experiment with two distinct broiler breeds and conduct 16S rRNA amplicon and transcriptome sequencing to investigate the synergistic role of gut microbiota and host genes in driving heterosis. We find that the breast muscle weight of hybrids exhibits a high heterosis, 6.28% higher than the mid-parent value. A notable difference is observed in the composition and potential function of cecal microbiota between hybrids and their parents. Over 90% of differentially colonized microbiota and differentially expressed genes exhibit nonadditive patterns. Integrative analyses uncover associations between nonadditive genes and nonadditive microbiota, including a connection between the expression of cellular signaling pathways and metabolism-related genes and the abundance of Odoribacter, Oscillibacter, and Alistipes in hybrids. Moreover, higher abundances of these microbiota are related to better meat yield. In summary, these findings highlight the importance of gut microbiota in heterosis, serving as crucial factors that modulate heterosis expression in chickens.
Collapse
Affiliation(s)
- Qiang Huang
- State Key Laboratory of Animal Biotech Breeding and Frontier Science Center for Molecular Design Breeding, China Agricultural University, Beijing 100193, China; National Engineering Laboratory for Animal Breeding and Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture and Rural Affairs, Department of Animal Genetics and Breeding, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Chaoliang Wen
- State Key Laboratory of Animal Biotech Breeding and Frontier Science Center for Molecular Design Breeding, China Agricultural University, Beijing 100193, China; National Engineering Laboratory for Animal Breeding and Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture and Rural Affairs, Department of Animal Genetics and Breeding, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China; Sanya Institute of China Agricultural University, Hainan 572025, China.
| | - Shuang Gu
- State Key Laboratory of Animal Biotech Breeding and Frontier Science Center for Molecular Design Breeding, China Agricultural University, Beijing 100193, China; National Engineering Laboratory for Animal Breeding and Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture and Rural Affairs, Department of Animal Genetics and Breeding, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Yuchen Jie
- State Key Laboratory of Animal Biotech Breeding and Frontier Science Center for Molecular Design Breeding, China Agricultural University, Beijing 100193, China; National Engineering Laboratory for Animal Breeding and Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture and Rural Affairs, Department of Animal Genetics and Breeding, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Guangqi Li
- Beijing Huadu Yukou Poultry Industry Co. Ltd., Beijing 101206, China
| | - Yiyuan Yan
- Beijing Huadu Yukou Poultry Industry Co. Ltd., Beijing 101206, China
| | - Chuanyao Tian
- Beijing Huadu Yukou Poultry Industry Co. Ltd., Beijing 101206, China
| | - Guiqin Wu
- Beijing Huadu Yukou Poultry Industry Co. Ltd., Beijing 101206, China
| | - Ning Yang
- State Key Laboratory of Animal Biotech Breeding and Frontier Science Center for Molecular Design Breeding, China Agricultural University, Beijing 100193, China; National Engineering Laboratory for Animal Breeding and Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture and Rural Affairs, Department of Animal Genetics and Breeding, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China; Sanya Institute of China Agricultural University, Hainan 572025, China.
| |
Collapse
|
7
|
Abbas ASA, Collins M, Ellis R, Spicer JI, Truebano M. Heat hardening improves thermal tolerance in abalone, without the trade-offs associated with chronic heat exposure. J Therm Biol 2024; 124:103963. [PMID: 39216191 DOI: 10.1016/j.jtherbio.2024.103963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 08/22/2024] [Accepted: 08/22/2024] [Indexed: 09/04/2024]
Abstract
Marine animals are challenged by chronically raised temperatures alongside an increased frequency of discrete, severe warming events. Exposure to repeated heat shocks could result in heat hardening, where sub-lethal exposure to thermal stress temporarily enhances thermotolerance, and may be an important mechanism by which marine species will cope with future thermal challenges. However, we have relatively little understanding of the effects of heat hardening in comparison to chronic exposure to elevated temperatures. Therefore, we compared the effects of heat hardening from repeated exposure to acute heat shocks and chronic exposure to elevated temperatures on thermal tolerance in the European abalone, Haliotis tuberculata. Adult abalones were exposed to either control temperature (15 °C), chronic warming (20 °C) or a regime of two events of repeated acute heat shock cycles (23-25 °C) during six months, and their thermal tolerance and performance, based upon cardiac activity, compared using a dynamic ramping assay. The cost associated with each treatment was also estimated via measurements of condition index (CI). Abalone exposed to both temperature treatments had higher upper thermal limits than the control, but heat-hardened individuals had significantly higher CI values, indicating an enhancement in condition status. Differences in the shape of the thermal performance curve suggest different mechanisms may be at play under different temperature exposure treatments. We conclude that heat hardening can boost thermal tolerance in this species, without performance trade-offs associated with chronic warming.
Collapse
Affiliation(s)
- Ahmed S A Abbas
- Marine Biology and Ecology Research Centre, School of Biological and Marine Sciences, Plymouth University, Drake Circus, PL4 8AA, UK; National Institute of Oceanography and Fisheries (NIOF), Cairo, Egypt.
| | - Michael Collins
- Marine Biology and Ecology Research Centre, School of Biological and Marine Sciences, Plymouth University, Drake Circus, PL4 8AA, UK
| | - Robert Ellis
- College of Life and Environmental Sciences, University of Exeter, Exeter, UK
| | - John I Spicer
- Marine Biology and Ecology Research Centre, School of Biological and Marine Sciences, Plymouth University, Drake Circus, PL4 8AA, UK
| | - Manuela Truebano
- Marine Biology and Ecology Research Centre, School of Biological and Marine Sciences, Plymouth University, Drake Circus, PL4 8AA, UK
| |
Collapse
|
8
|
Cho Y, Sukhan ZP, Lee WK, Kho KH. Structural and functional characterization of Hdh-HSBP1 and its involvement in heat stress and early development in Pacific abalone, Haliotis discus hannai. FISH & SHELLFISH IMMUNOLOGY 2024; 151:109660. [PMID: 38830519 DOI: 10.1016/j.fsi.2024.109660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 05/25/2024] [Accepted: 05/27/2024] [Indexed: 06/05/2024]
Abstract
Heat shock factor binding protein 1 (HSBP1) is known to regulate the activity of heat shock factor 1 (HSF1) and the early development of organisms. To understand the involvement of HSBP1 in the heat shock response and embryonic and larval development of Pacific abalone (Haliotis discus hannai), the Hdh-HSBP1 gene was sequenced from the digestive gland (DG) tissue. The full-length sequence of Hdh-HSBP1 encompassed 738 nucleotides, encoding an 8.42 kDa protein consisting of 75 deduced amino acids. The protein contains an HSBP1 domain and a coiled-coil domain, which are conserved features in the HSBP1 protein family. Protein-protein molecular docking revealed that the coiled-coil region of Hdh-HSBP1 binds to the coiled-coil region of Hdh-HSF1. Tissue expression analysis demonstrated that the highest Hdh-HSBP1 expression occurred in the DG, whereas seasonal expression analysis revealed that this gene was most highly expressed in summer. In heat-stressed abalone, the highest expression of Hdh-HSBP1 occurred at 30 °C. Moreover, time-series analysis revealed that the expression of this gene began to increase significantly at 6 h post-heat stress, with higher expression observed at 12 h and 24 h post-heat stress. Furthermore, Hdh-HSBP1 mRNA expression showed a link to ROS production. Additionally, the expression of Hdh-HSBP1 showed significantly higher expression in the early stages of embryonic development in Pacific abalone. These results suggest that Hdh-HSBP1 plays a crucial role in the stress physiology of Pacific abalone by interacting with Hdh-HSF1, as well as its embryonic development.
Collapse
Affiliation(s)
- Yusin Cho
- Department of Fisheries Science, Chonnam National University, Yeosu, South Korea
| | - Zahid Parvez Sukhan
- Department of Fisheries Science, Chonnam National University, Yeosu, South Korea
| | - Won-Kyo Lee
- Department of Fisheries Science, Chonnam National University, Yeosu, South Korea
| | - Kang Hee Kho
- Department of Fisheries Science, Chonnam National University, Yeosu, South Korea.
| |
Collapse
|
9
|
Boamah GA, Huang Z, Ke C, You W, Ayisi CL, Amenyogbe E, Droepenu E. Preliminary analysis of pathways and their implications during salinity stress in abalone. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY. PART D, GENOMICS & PROTEOMICS 2024; 50:101224. [PMID: 38430709 DOI: 10.1016/j.cbd.2024.101224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Revised: 02/21/2024] [Accepted: 02/26/2024] [Indexed: 03/05/2024]
Abstract
Transcriptome sequencing has offered immense opportunities to study non-model organisms. Abalone is an important marine mollusk that encounters harsh environmental conditions in its natural habitat and under aquaculture conditions; hence, research that increases molecular information to understand abalone physiology and stress response is noteworthy. Accordingly, the study used transcriptome sequencing of the gill tissues of abalone exposed to low salinity stress. The aim is to explore some enriched pathways during salinity stress and the crosstalk and functions of the genes involved in the candidate biological processes for future further analysis of their expression patterns. The data suggest that abalone genes such as YAP/TAZ, Myc, Nkd, and Axin (involved in the Hippo signaling pathway) and PI3K/Akt, SHC, and RTK (involved in the Ras signaling pathways) might mediate growth and development. Thus, deregulation of the Hippo and Ras pathways by salinity stress could be a possible mechanism by which unfavorable salinities influence growth in abalone. Furthermore, PEPCK, GYS, and PLC genes (mediating the Glucagon signaling pathway) might be necessary for glucose homeostasis, reproduction, and abalone meat sensory qualities; hence, a need to investigate how they might be influenced by environmental stress. Genes such as MYD88, IRAK1/4, JNK, AP-1, and TRAF6 (mediating the MAPK signaling pathway) could be useful in understanding abalone's innate immune response to environmental stresses. Finally, the aminoacyl-tRNA biosynthesis pathway hints at the mechanism by which new raw materials for protein biosynthesis are mobilized for physiological processes and how abalone might respond to this process during salinity stress. Low salinity clearly regulated genes in these pathways in a time-dependent manner, as hinted by the heat maps. In the future, qRT-PCR verification and in-depth study of the various genes and proteins discussed would provide enormous molecular information resources for the abalone biology.
Collapse
Affiliation(s)
- Grace Afumwaa Boamah
- Department of Water Resources and Aquaculture Management, University of Environment and Sustainable Development, PMB, Somanya, Ghana.
| | - Zekun Huang
- College of the Environment and Ecology, Xiamen University, Xiamen 361102, PR China
| | - Caihuan Ke
- State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen 361102, PR China
| | - Weiwei You
- State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen 361102, PR China
| | - Christian Larbi Ayisi
- Department of Water Resources and Aquaculture Management, University of Environment and Sustainable Development, PMB, Somanya, Ghana
| | - Eric Amenyogbe
- Department of Water Resources and Aquaculture Management, University of Environment and Sustainable Development, PMB, Somanya, Ghana
| | - Eric Droepenu
- Department of Water Resources and Aquaculture Management, University of Environment and Sustainable Development, PMB, Somanya, Ghana
| |
Collapse
|
10
|
Liu Z, Chen B, Zou Z, Li D, Zhu J, Yu J, Xiao W, Yang H. Non-Additive and Asymmetric Allelic Expression of p38 mapk in Hybrid Tilapia ( Oreochromis niloticus ♀ × O. aureus ♂). Animals (Basel) 2024; 14:266. [PMID: 38254435 PMCID: PMC10812652 DOI: 10.3390/ani14020266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 12/22/2023] [Accepted: 01/12/2024] [Indexed: 01/24/2024] Open
Abstract
Hybridization is a widely used breeding technique in fish species that enhances desirable traits in cultured species through heterosis. However, the mechanism by which hybrids alter gene expression to form heterosis remains unclear. In this study, a group of hybrid tilapia was used to elucidate heterosis through interspecies crossing. Specifically, p38 was analyzed to describe the regulation of gene expression variation in hybrid tilapia. Transcripts from the Nile tilapia allele were found to be significantly higher than those from the blue tilapia allele in hybrid individuals, indicating that the expression of p38 was dominated by Nile tilapia sub-genomic alleles. The study also found a compensatory interaction of cis- and trans-acting elements of the Nile tilapia and blue tilapia sub-genomes, inducing a non-additive expression of p38 in hybrids. Eight specific SNPs were identified in the p38 promoter regions of Nile tilapia and blue tilapia, and were found to be promoter differences leading to differences in gene expression efficiencies between parental alleles using a dual-luciferase reporter system. This study provides insights into the non-additive expression patterns of key functional genes in fish hybrids related to growth and immunity response.
Collapse
Affiliation(s)
- Zihui Liu
- Wuxi Fisheries College, Nanjing Agricultural University, Wuxi 214081, China;
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, China; (B.C.); (Z.Z.); (D.L.); (J.Z.); (J.Y.)
| | - Binglin Chen
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, China; (B.C.); (Z.Z.); (D.L.); (J.Z.); (J.Y.)
| | - Zhiying Zou
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, China; (B.C.); (Z.Z.); (D.L.); (J.Z.); (J.Y.)
| | - Dayu Li
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, China; (B.C.); (Z.Z.); (D.L.); (J.Z.); (J.Y.)
| | - Jinglin Zhu
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, China; (B.C.); (Z.Z.); (D.L.); (J.Z.); (J.Y.)
| | - Jie Yu
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, China; (B.C.); (Z.Z.); (D.L.); (J.Z.); (J.Y.)
| | - Wei Xiao
- Wuxi Fisheries College, Nanjing Agricultural University, Wuxi 214081, China;
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, China; (B.C.); (Z.Z.); (D.L.); (J.Z.); (J.Y.)
| | - Hong Yang
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, China; (B.C.); (Z.Z.); (D.L.); (J.Z.); (J.Y.)
| |
Collapse
|
11
|
Zhang X, Zhang X, Yuan J, Li F. The Responses of Alternative Splicing during Heat Stress in the Pacific White Shrimp Litopenaeus vannamei. Genes (Basel) 2023; 14:1473. [PMID: 37510377 PMCID: PMC10379218 DOI: 10.3390/genes14071473] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 07/12/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023] Open
Abstract
Heat tolerance is increasingly becoming a crucial trait for aquaculture species in the face of rapidly changing climate conditions. Alternative splicing (AS) is a vital mechanism within cells that modulates gene abundance and functional diversity, enabling organisms to effectively respond to diverse stressful conditions, including thermal stress. However, it is still uncertain whether AS contributes to heat tolerance in shrimp. In this study, we conducted an extensive transcriptome analysis on the Pacific white shrimp, Litopenaeus vannamei, revealing a total of 1267, 987, and 130 differential AS events (DAS) in the gill, hepatopancreas, and muscle, respectively, following exposure to heat stress. Among all of the DAS events, exon skipping (ES) was the predominant form of splicing modification observed. Interestingly, a minor portion of DAS genes exhibited overlap across the three tissues, implying that heat stress exerts unique effects on various tissue types. Moreover, the functional enrichment analysis demonstrated that commonly identified DAS genes were primarily associated with the "spliceosome" pathway, indicating that the AS of splicing-related genes played a crucial role in the response to heat stress. Our findings also revealed that heat stress tended to induce longer mRNA isoforms through differential alternative 3' splice site (A3SS) events. Notably, A3SS events exhibited the highest proportion of maintained open reading frames (ORFs) under heat stress. Interestingly, we observed a limited overlap between the genes exhibiting DAS and those showing differential gene expression (DEG), indicating that AS may function as a distinct regulatory mechanism independent of transcriptional regulation in response to heat stress. This is the first comprehensive study on AS in crustacea species under heat stress, which broadens our understanding of the regulatory mechanisms governing the crustaceans' response to environmental stress, providing valuable insights for the aquaculture breeding of shrimp and other aquatic animals.
Collapse
Affiliation(s)
- Xiaoxi Zhang
- Chinese Academy of Sciences (CAS) and Shandong Province Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
- Key Laboratory of Breeding Biotechnology and Sustainable Aquaculture, Chinese Academy of Sciences, Wuhan 430072, China
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China
| | - Xiaojun Zhang
- Chinese Academy of Sciences (CAS) and Shandong Province Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
- Key Laboratory of Breeding Biotechnology and Sustainable Aquaculture, Chinese Academy of Sciences, Wuhan 430072, China
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China
| | - Jianbo Yuan
- Chinese Academy of Sciences (CAS) and Shandong Province Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
- Key Laboratory of Breeding Biotechnology and Sustainable Aquaculture, Chinese Academy of Sciences, Wuhan 430072, China
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China
| | - Fuhua Li
- Chinese Academy of Sciences (CAS) and Shandong Province Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
- Key Laboratory of Breeding Biotechnology and Sustainable Aquaculture, Chinese Academy of Sciences, Wuhan 430072, China
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China
| |
Collapse
|
12
|
Jiang G, Li Y, Cheng G, Jiang K, Zhou J, Xu C, Kong L, Yu H, Liu S, Li Q. Transcriptome Analysis of Reciprocal Hybrids Between Crassostrea gigas and C. angulata Reveals the Potential Mechanisms Underlying Thermo-Resistant Heterosis. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2023; 25:235-246. [PMID: 36653591 DOI: 10.1007/s10126-023-10197-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 01/11/2023] [Indexed: 05/06/2023]
Abstract
Heterosis, also known as hybrid vigor, is widely used in aquaculture, but the molecular causes for this phenomenon remain obscure. Here, we conducted a transcriptome analysis to unveil the gene expression patterns and molecular bases underlying thermo-resistant heterosis in Crassostrea gigas ♀ × Crassostrea angulata ♂ (GA) and C. angulata ♀ × C. gigas ♂ (AG). About 505 million clean reads were obtained, and 38,210 genes were identified, of which 3779 genes were differentially expressed between the reciprocal hybrids and purebreds. The global gene expression levels were toward the C. gigas genome in the reciprocal hybrids. In GA and AG, 95.69% and 92.00% of the differentially expressed genes (DEGs) exhibited a non-additive expression pattern, respectively. We observed all gene expression modes, including additive, partial dominance, high and low dominance, and under- and over-dominance. Of these, 77.52% and 50.00% of the DEGs exhibited under- or over-dominance in GA and AG, respectively. The over-dominance DEGs common to reciprocal hybrids were significantly enriched in protein folding, protein refolding, and intrinsic apoptotic signaling pathway, while the under-dominance DEGs were significantly enriched in cell cycle. As possible candidate genes for thermo-resistant heterosis, GRP78, major egg antigen, BAG, Hsp70, and Hsp27 were over-dominantly expressed, while MCM6 and ANAPC4 were under-dominantly expressed. This study extends our understanding of the thermo-resistant heterosis in oysters.
Collapse
Affiliation(s)
- Gaowei Jiang
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, 266003, China
| | - Yin Li
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, 266003, China
| | - Geng Cheng
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, 266003, China
| | - Kunyin Jiang
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, 266003, China
| | - Jianmin Zhou
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, 266003, China
| | - Chengxun Xu
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, 266003, China
| | - Lingfeng Kong
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, 266003, China
| | - Hong Yu
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, 266003, China
| | - Shikai Liu
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, 266003, China
| | - Qi Li
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, 266003, China.
- Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266237, China.
| |
Collapse
|
13
|
Hirase S, Sekino M, Hara M, Kikuchi K. Accumulation of gene copy number variations during the early phase of free-spawning abalone speciation. Ecol Evol 2023; 13:e9816. [PMID: 36818538 PMCID: PMC9936805 DOI: 10.1002/ece3.9816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 12/21/2022] [Accepted: 01/25/2023] [Indexed: 02/19/2023] Open
Abstract
The genetic basis of speciation in free-spawning marine invertebrates is poorly understood. Although gene copy number variations (GCNVs) and nucleotide variations possibly trigger the speciation of these organisms, empirical evidence for such a hypothesis is limited. In this study, we searched for genomic signatures of GCNVs that may contribute to the speciation of Western Pacific abalone species. Whole-genome sequencing data suggested the existence of significant amounts of GCNVs in closely related abalones, Haliotis discus and H. madaka, in the early phase of speciation. In addition, the degree of interspecies genetic differentiation in the genes where GCNVs were estimated was higher than that in other genes, suggesting that nucleotide divergence also accumulates in the genes with GCNVs. GCNVs in some genes were also detected in other related abalone species, suggesting that these GCNVs are derived from both ancestral and de novo mutations. Our findings suggest that GCNVs have been accumulated in the early phase of free-spawning abalone speciation.
Collapse
Affiliation(s)
- Shotaro Hirase
- Fisheries Laboratory, Graduate School of Agricultural and Life SciencesThe University of TokyoShizuokaJapan
| | - Masashi Sekino
- Bioinformatics and Biosciences Division, Fisheries Resources InstituteJapan Fisheries Research and Education AgencyYokohamaJapan
| | - Motoyuki Hara
- Tohoku Ecosystem‐Associated Marine SciencesTohoku UniversitySendaiJapan
| | - Kiyoshi Kikuchi
- Fisheries Laboratory, Graduate School of Agricultural and Life SciencesThe University of TokyoShizuokaJapan
| |
Collapse
|
14
|
Genome-wide sequencing identifies a thermal-tolerance related synonymous mutation in the mussel, Mytilisepta virgata. Commun Biol 2023; 6:5. [PMID: 36596992 PMCID: PMC9810668 DOI: 10.1038/s42003-022-04407-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 12/23/2022] [Indexed: 01/05/2023] Open
Abstract
The roles of synonymous mutations for adapting to stressful thermal environments are of fundamental biological and ecological interests but poorly understood. To study whether synonymous mutations influence thermal adaptation at specific microhabitats, a genome-wide genotype-phenotype association analysis is carried out in the black mussels Mytilisepta virgata. A synonymous mutation of Ubiquitin-specific Peptidase 15 (MvUSP15) is significantly associated with the physiological upper thermal limit. The individuals carrying GG genotype (the G-type) at the mutant locus possess significantly lower heat tolerance compared to the individuals carrying GA and AA genotypes (the A-type). When heated to sublethal temperature, the G-type exhibit higher inter-individual variations in MvUSP15 expression, especially for the mussels on the sun-exposed microhabitats. Taken together, a synonymous mutation in MvUSP15 can affect the gene expression profile and interact with microhabitat heterogeneity to influence thermal resistance. This integrative study sheds light on the ecological importance of adaptive synonymous mutations as an underappreciated genetic buffer against heat stress and emphasizes the importance of integrative studies at a microhabitat scale for evaluating and predicting the impacts of climate change.
Collapse
|
15
|
Zhang Q, Huang J, Yang C, Chen J, Wang W. Transcriptomic responses to thermal stress in hybrid abalone (Haliotis discus hannai ♀ × H. fulgens ♂). Front Genet 2022; 13:1053674. [DOI: 10.3389/fgene.2022.1053674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 10/31/2022] [Indexed: 11/18/2022] Open
Abstract
China is the world’s largest abalone producing country. Currently, summer mortality caused by high temperature, is one of the biggest challenges for abalone aquaculture industry. The hybrid abalone (Haliotis discus hannai ♀ × H. fulgens ♂) was conferred on the “new variety”. It has heterosis for thermal tolerance and has been cultured at large-scale in southern China. In this study, a transcriptome analysis was performed to identify the related genes in this hybrid abalone under thermal stress and recovery stage. Compared to control group (18°C), a total of 75, 2173, 1050, 1349, 2548, 494, and 305 differentially expressed genes (DEGs) were identified at 21°C, 24°C, 27°C, 30°C, 32°C, 29°C, and 26°C, respectively. In this study, 24°C is the critical temperature at which the abalone is subjected to thermal stress. With the temperature rising, the number of stress-responsive genes increased. During the temperature recovering to the optimum, the number of stress-responsive genes decreased gradually. Thus, this hybrid abalone has a rapid response and strong adaptability to the temperature. Under the thermal stress, the abalone triggered a complicated regulatory network including degrading the misfolded proteins, activating immune systems, negative regulation of DNA replication, and activating energy production processes. The more quickly feedback regulation, more abundant energy supply and more powerful immune system might be the underlying mechanisms to fight against thermal stress in this hybrid abalone. These findings could provide clues for exploring the thermal-response mechanisms in abalone. The key genes and pathways would facilitate biomarker identification and thermal-tolerant abalone breeding studies.
Collapse
|
16
|
Ye S, Yu X, Chen H, Zhang Y, Wu Q, Tan H, Song J, Saqib HSA, Farhadi A, Ikhwanuddin M, Ma H. Full-Length Transcriptome Reconstruction Reveals the Genetic Mechanisms of Eyestalk Displacement and Its Potential Implications on the Interspecific Hybrid Crab (Scylla serrata ♀ × S. paramamosain ♂). BIOLOGY 2022; 11:biology11071026. [PMID: 36101407 PMCID: PMC9312322 DOI: 10.3390/biology11071026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 06/26/2022] [Accepted: 06/27/2022] [Indexed: 11/30/2022]
Abstract
Simple Summary The eyestalk is a key organ in crustaceans that produces neurohormones and regulates a range of physiological functions. Eyestalk displacement was discovered in some first-generation (F1) offspring of the novel interspecific hybrid crab (Scylla serrata ♀ × S. paramamosain ♂). To uncover the genetic mechanism underlying eyestalk displacement and its potential implications, high-quality transcriptome was reconstructed using single-molecule real-time (SMRT) sequencing. A total of 37 significantly differential alternative splicing (DAS) events (17 up-regulated and 20 down-regulated) and 1475 significantly differential expressed transcripts (DETs) (492 up-regulated and 983 down-regulated) were detected in hybrid crabs with displaced eyestalks (DH). The most significant DAS events and DETs were annotated as being endoplasmic reticulum chaperone BiP and leucine-rich repeat protein lrrA-like isoform X2. In addition, the top ten significant gene ontology (GO) terms were related to the cuticle or chitin. Overall, this study highlights the underlying genetic mechanisms of eyestalk displacement and provide useful knowledge for mud crab (Scylla spp.) crossbreeding. Abstract The lack of high-quality juvenile crabs is the greatest impediment to the growth of the mud crab (Scylla paramamosain) industry. To obtain high-quality hybrid offspring, a novel hybrid mud crab (S. serrata ♀ × S. paramamosain ♂) was successfully produced in our previous study. Meanwhile, an interesting phenomenon was discovered, that some first-generation (F1) hybrid offspring’s eyestalks were displaced during the crablet stage I. To uncover the genetic mechanism underlying eyestalk displacement and its potential implications, both single-molecule real-time (SMRT) and Illumina RNA sequencing were implemented. Using a two-step collapsing strategy, three high-quality reconstructed transcriptomes were obtained from purebred mud crabs (S. paramamosain) with normal eyestalks (SPA), hybrid crabs with normal eyestalks (NH), and hybrid crabs with displaced eyestalks (DH). In total, 37 significantly differential alternative splicing (DAS) events (17 up-regulated and 20 down-regulated) and 1475 significantly differential expressed transcripts (DETs) (492 up-regulated and 983 down-regulated) were detected in DH. The most significant DAS events and DETs were annotated as being endoplasmic reticulum chaperone BiP and leucine-rich repeat protein lrrA-like isoform X2. In addition, the top ten significant GO terms were related to the cuticle or chitin. Overall, high-quality reconstructed transcriptomes were obtained for the novel interspecific hybrid crab and provided valuable insights into the genetic mechanisms of eyestalk displacement in mud crab (Scylla spp.) crossbreeding.
Collapse
Affiliation(s)
- Shaopan Ye
- Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou 515063, China; (S.Y.); (X.Y.); (H.C.); (Y.Z.); (Q.W.); (H.T.); (J.S.); (H.S.A.S.); (A.F.)
- STU-UMT Joint Shellfish Research Laboratory, Shantou University, Shantou 515063, China;
| | - Xiaoyan Yu
- Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou 515063, China; (S.Y.); (X.Y.); (H.C.); (Y.Z.); (Q.W.); (H.T.); (J.S.); (H.S.A.S.); (A.F.)
- STU-UMT Joint Shellfish Research Laboratory, Shantou University, Shantou 515063, China;
| | - Huiying Chen
- Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou 515063, China; (S.Y.); (X.Y.); (H.C.); (Y.Z.); (Q.W.); (H.T.); (J.S.); (H.S.A.S.); (A.F.)
- STU-UMT Joint Shellfish Research Laboratory, Shantou University, Shantou 515063, China;
| | - Yin Zhang
- Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou 515063, China; (S.Y.); (X.Y.); (H.C.); (Y.Z.); (Q.W.); (H.T.); (J.S.); (H.S.A.S.); (A.F.)
- STU-UMT Joint Shellfish Research Laboratory, Shantou University, Shantou 515063, China;
| | - Qingyang Wu
- Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou 515063, China; (S.Y.); (X.Y.); (H.C.); (Y.Z.); (Q.W.); (H.T.); (J.S.); (H.S.A.S.); (A.F.)
- STU-UMT Joint Shellfish Research Laboratory, Shantou University, Shantou 515063, China;
| | - Huaqiang Tan
- Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou 515063, China; (S.Y.); (X.Y.); (H.C.); (Y.Z.); (Q.W.); (H.T.); (J.S.); (H.S.A.S.); (A.F.)
- STU-UMT Joint Shellfish Research Laboratory, Shantou University, Shantou 515063, China;
| | - Jun Song
- Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou 515063, China; (S.Y.); (X.Y.); (H.C.); (Y.Z.); (Q.W.); (H.T.); (J.S.); (H.S.A.S.); (A.F.)
- STU-UMT Joint Shellfish Research Laboratory, Shantou University, Shantou 515063, China;
| | - Hafiz Sohaib Ahmed Saqib
- Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou 515063, China; (S.Y.); (X.Y.); (H.C.); (Y.Z.); (Q.W.); (H.T.); (J.S.); (H.S.A.S.); (A.F.)
- STU-UMT Joint Shellfish Research Laboratory, Shantou University, Shantou 515063, China;
| | - Ardavan Farhadi
- Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou 515063, China; (S.Y.); (X.Y.); (H.C.); (Y.Z.); (Q.W.); (H.T.); (J.S.); (H.S.A.S.); (A.F.)
- STU-UMT Joint Shellfish Research Laboratory, Shantou University, Shantou 515063, China;
| | - Mhd Ikhwanuddin
- STU-UMT Joint Shellfish Research Laboratory, Shantou University, Shantou 515063, China;
- Institute of Tropical Aquaculture and Fisheries, Universiti Malaysia Terengganu, Kuala Nerus, Terengganu 21030, Malaysia
| | - Hongyu Ma
- Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou 515063, China; (S.Y.); (X.Y.); (H.C.); (Y.Z.); (Q.W.); (H.T.); (J.S.); (H.S.A.S.); (A.F.)
- STU-UMT Joint Shellfish Research Laboratory, Shantou University, Shantou 515063, China;
- Institute of Tropical Aquaculture and Fisheries, Universiti Malaysia Terengganu, Kuala Nerus, Terengganu 21030, Malaysia
- Correspondence: ; Tel.: +86-754-86503471
| |
Collapse
|
17
|
Boamah GA, Huang Z, Shen Y, Lu Y, Wang Z, Su Y, Xu C, Luo X, Ke C, You W. Transcriptome analysis reveals fluid shear stress (FSS) and atherosclerosis pathway as a candidate molecular mechanism of short-term low salinity stress tolerance in abalone. BMC Genomics 2022; 23:392. [PMID: 35606721 PMCID: PMC9128277 DOI: 10.1186/s12864-022-08611-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 05/09/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Transcriptome sequencing is an effective tool to reveal the essential genes and pathways underlying countless biotic and abiotic stress adaptation mechanisms. Although severely challenged by diverse environmental conditions, the Pacific abalone Haliotis discus hannai remains a high-value aquaculture mollusk and a Chinese predominantly cultured abalone species. Salinity is one of such environmental factors whose fluctuation could significantly affect the abalone's cellular and molecular immune responses and result in high mortality and reduced growth rate during prolonged exposure. Meanwhile, hybrids have shown superiority in tolerating diverse environmental stresses over their purebred counterparts and have gained admiration in the Chinese abalone aquaculture industry. The objective of this study was to investigate the molecular and cellular mechanisms of low salinity adaptation in abalone. Therefore, this study used transcriptome analysis of the gill tissues and flow cytometric analysis of hemolymph of H. discus hannai (DD) and interspecific hybrid H. discus hannai ♀ x H. fulgens ♂ (DF) during low salinity exposure. Also, the survival and growth rate of the species under various salinities were assessed. RESULTS The transcriptome data revealed that the differentially expressed genes (DEGs) were significantly enriched on the fluid shear stress and atherosclerosis (FSS) pathway. Meanwhile, the expression profiles of some essential genes involved in this pathway suggest that abalone significantly up-regulated calmodulin-4 (CaM-4) and heat-shock protein90 (HSP90), and significantly down-regulated tumor necrosis factor (TNF), bone morphogenetic protein-4 (BMP-4), and nuclear factor kappa B (NF-kB). Also, the hybrid DF showed significantly higher and sustained expression of CaM and HSP90, significantly higher phagocytosis, significantly lower hemocyte mortality, and significantly higher survival at low salinity, suggesting a more active molecular and hemocyte-mediated immune response and a more efficient capacity to tolerate low salinity than DD. CONCLUSIONS Our study argues that the abalone CaM gene might be necessary to maintain ion equilibrium while HSP90 can offset the adverse changes caused by low salinity, thereby preventing damage to gill epithelial cells (ECs). The data reveal a potential molecular mechanism by which abalone responds to low salinity and confirms that hybridization could be a method for breeding more stress-resilient aquatic species.
Collapse
Affiliation(s)
- Grace Afumwaa Boamah
- State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen, 361102 People’s Republic of China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, Xiamen University, Xiamen, 361102 People’s Republic of China
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, 361102 People’s Republic of China
| | - Zekun Huang
- State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen, 361102 People’s Republic of China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, Xiamen University, Xiamen, 361102 People’s Republic of China
- College of the Environment and Ecology, Xiamen University, 361102 Xiamen, PR China
| | - Yawei Shen
- State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen, 361102 People’s Republic of China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, Xiamen University, Xiamen, 361102 People’s Republic of China
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, 361102 People’s Republic of China
| | - Yisha Lu
- State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen, 361102 People’s Republic of China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, Xiamen University, Xiamen, 361102 People’s Republic of China
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, 361102 People’s Republic of China
| | - Zhixuan Wang
- State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen, 361102 People’s Republic of China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, Xiamen University, Xiamen, 361102 People’s Republic of China
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, 361102 People’s Republic of China
| | - Ying Su
- State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen, 361102 People’s Republic of China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, Xiamen University, Xiamen, 361102 People’s Republic of China
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, 361102 People’s Republic of China
| | - Changan Xu
- Third Institute of Oceanography, MNR, Xiamen, 361005 China
| | - Xuan Luo
- State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen, 361102 People’s Republic of China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, Xiamen University, Xiamen, 361102 People’s Republic of China
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, 361102 People’s Republic of China
| | - Caihuan Ke
- State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen, 361102 People’s Republic of China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, Xiamen University, Xiamen, 361102 People’s Republic of China
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, 361102 People’s Republic of China
| | - Weiwei You
- State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen, 361102 People’s Republic of China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, Xiamen University, Xiamen, 361102 People’s Republic of China
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, 361102 People’s Republic of China
| |
Collapse
|
18
|
Xiao Q, Gan Y, Yu F, Boamah GA, Shen Y, Wang Y, Huang Z, You W, Luo X, Ke C. Study of hybrid and backcross abalone populations uncovers trait separation and their thermal resistance capacity. AQUACULTURE RESEARCH 2022; 53:2619-2628. [DOI: 10.1111/are.15779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 01/24/2022] [Indexed: 03/05/2024]
Affiliation(s)
- Qizhen Xiao
- State Key Laboratory of Marine Environmental Science College of Ocean and Earth Sciences Xiamen University Xiamen China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms Xiamen University Xiamen China
| | - Yang Gan
- State Key Laboratory of Marine Environmental Science College of Ocean and Earth Sciences Xiamen University Xiamen China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms Xiamen University Xiamen China
| | - Feng Yu
- State Key Laboratory of Marine Environmental Science College of Ocean and Earth Sciences Xiamen University Xiamen China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms Xiamen University Xiamen China
| | - Grace Afumwaa Boamah
- State Key Laboratory of Marine Environmental Science College of Ocean and Earth Sciences Xiamen University Xiamen China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms Xiamen University Xiamen China
| | - Yawei Shen
- State Key Laboratory of Marine Environmental Science College of Ocean and Earth Sciences Xiamen University Xiamen China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms Xiamen University Xiamen China
| | - Yi Wang
- State Key Laboratory of Marine Environmental Science College of Ocean and Earth Sciences Xiamen University Xiamen China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms Xiamen University Xiamen China
| | - Zekun Huang
- State Key Laboratory of Marine Environmental Science College of Ocean and Earth Sciences Xiamen University Xiamen China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms Xiamen University Xiamen China
| | - Weiwei You
- State Key Laboratory of Marine Environmental Science College of Ocean and Earth Sciences Xiamen University Xiamen China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms Xiamen University Xiamen China
| | - Xuan Luo
- State Key Laboratory of Marine Environmental Science College of Ocean and Earth Sciences Xiamen University Xiamen China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms Xiamen University Xiamen China
| | - Caihuan Ke
- State Key Laboratory of Marine Environmental Science College of Ocean and Earth Sciences Xiamen University Xiamen China
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms Xiamen University Xiamen China
| |
Collapse
|
19
|
Transcriptome Profiling Revealed Basis for Growth Heterosis in Hybrid Tilapia (Oreochromis niloticus ♀ × O. aureus ♂). FISHES 2022. [DOI: 10.3390/fishes7010043] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Hybrid tilapia were produced from hybridization of Nile tilapia (Oreochromis niloticus) and blue tilapia (O. aureus). Comparative transcriptome analysis was carried out on the liver of hybrid tilapia and their parents by RNA sequencing. A total of 2319 differentially expressed genes (DEGs) were identified. Trend co-expression analysis showed that non-additive gene expression accounted for 67.1% of all DEGs. Gene Ontology and KEGG enrichment analyses classified the respective DEGs. Gene functional enrichment analysis indicated that most up-regulated genes, such as FASN, ACSL1, ACSL3, ACSL6, ACACA, ELOVL6, G6PD, ENO1, GATM, and ME3, were involved in metabolism, including fatty acid biosynthesis, unsaturated fatty acid biosynthesis, glycolysis, pentose phosphate pathway, amino acid metabolism, pyruvate metabolism, and the tricarboxylic acid cycle. The expression levels of a gene related to ribosomal biosynthesis in eukaryotes, GSH-Px, and those associated with heat shock proteins (HSPs), such as HSPA5 and HSP70, were significantly down-regulated compared with the parent tilapia lineages. The results revealed that the metabolic pathway in hybrid tilapia was up-regulated, with significantly improved fatty acid metabolism and carbon metabolism, whereas ribosome biosynthesis in eukaryotes and basal defense response were significantly down-regulated. These findings provide new insights into our understanding of growth heterosis in hybrid tilapia.
Collapse
|