PXD060499-1
PXD060499 is an original dataset announced via ProteomeXchange.
Dataset Summary
Title | Molecular basis of reproductive plasticity of termite workers under environmental stresses |
Description | Eusociality is an important step in animal evolution that increases the level of biological complexity. The reproductive plasticity of termite female workers provides colonies with the tremendous flexibility to respond to environmental (social) stresses. Here, we established an “inhibition-activation-reinhibition” research model of the reproductive transformation of female workers using three Reticulitermes species. We identified the functional genes involved in the transformation process, explaining why the transformation of workers to reproductives in R. aculabialis were not triggered under the same isolation conditions. Transposable elements in the brains of workers promote the transformation of workers into reproductives. The metabolic levels were associated with changes in stress caused by female reproduction and the nest environment. Strikingly, we confirmed that when female workers experience severe environmental stresses that affect their survival, they do not initiate reproductive transformation, even if there is no female reproductive in the nests. Furthermore, based on the regulatory network of molecules, we constructed machine learning models to demonstrate how numerous genes co-regulate the reproductive plasticity of workers and to predict the fertility of colonies. Among these, deep neural network models had the highest prediction accuracy and generalization, indicating that workers carry a wealth of information about their colony at the molecular level. We suggest that combined molecular function and deep learning model analysis for caste differentiation, reproductive plasticity, colony development and adaptation will provide a methodology for revealing complex gene regulatory networks that respond to environmental changes in social insects. Our findings are essential for understanding the reproductive plasticity of humans and other social animals to respond to environmental changes and social stresses. |
HostingRepository | iProX |
AnnounceDate | 2025-01-29 |
AnnouncementXML | Submission_2025-02-04_22:40:45.814.xml |
DigitalObjectIdentifier | |
ReviewLevel | Peer-reviewed dataset |
DatasetOrigin | Original dataset |
RepositorySupport | Unsupported dataset by repository |
PrimarySubmitter | Xiaohong Su |
SpeciesList | scientific name: Reticulitermes labralis; NCBI TaxID: 141914; |
ModificationList | No PTMs are included in the dataset |
Instrument | Q Exactive HF |
Dataset History
Revision | Datetime | Status | ChangeLog Entry |
---|---|---|---|
0 | 2025-02-04 22:40:19 | ID requested | |
⏵ 1 | 2025-02-04 22:40:46 | announced |
Publication List
Dataset with its publication pending |
Keyword List
submitter keyword: metabolomics, termite, reproductive plasticity, LC-MS |
Contact List
Xiaohong Su | |
---|---|
contact affiliation | Northwest University |
contact email | sxhnwu@nwu.edu.cn |
lab head | |
Xiaohong Su | |
contact affiliation | Northwest University |
contact email | sxhnwu@nwu.edu.cn |
dataset submitter |
Full Dataset Link List
iProX dataset URI |