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Differential gene expression analysis following olfactory learning in honeybee (Apis mellifera L.)
Insects change their stimulus-response through the perception of associating these stimuli with important survival events such as rewards, threats, and mates. Insects develop strong associations and relate them to their experiences through several behavioral procedures. Among the insects, Apis speci...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8827436/ https://www.ncbi.nlm.nih.gov/pubmed/35139088 http://dx.doi.org/10.1371/journal.pone.0262441 |
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author | Fahad Raza, Muhammad Anwar, Muhammad Husain, Arif Rizwan, Muhmmad Li, Zhiguo Nie, Hongyi Hlaváč, Pavol Ali, M. Ajmal Rady, Ahmed Su, Songkun |
author_facet | Fahad Raza, Muhammad Anwar, Muhammad Husain, Arif Rizwan, Muhmmad Li, Zhiguo Nie, Hongyi Hlaváč, Pavol Ali, M. Ajmal Rady, Ahmed Su, Songkun |
author_sort | Fahad Raza, Muhammad |
collection | PubMed |
description | Insects change their stimulus-response through the perception of associating these stimuli with important survival events such as rewards, threats, and mates. Insects develop strong associations and relate them to their experiences through several behavioral procedures. Among the insects, Apis species, Apis mellifera ligustica are known for their outstanding ability to learn with tremendous economic importance. Apis mellifera ligustica has a strong cognitive ability and promising model species for investigating the neurobiological basis of remarkable olfactory learning abilities. Here we evaluated the olfactory learning ability of A. mellifera by using the proboscis extension reflex (PER) protocol. The brains of the learner and failed-learner bees were examined for comparative transcriptome analysis by RNA-Seq to explain the difference in the learning capacity. In this study, we used an appetitive olfactory learning paradigm in the same age of A. mellifera bees to examine the differential gene expression in the brain of the learner and failed-learner. Bees that respond in 2(nd) and 3(rd) trials or only responded to 3(rd) trials were defined as learned bees, failed-learner individuals were those bees that did not respond in all learning trials The results indicate that the learning ability of learner bees was significantly higher than failed-learner bees for 12 days. We obtained approximately 46.7 and 46.4 million clean reads from the learner bees failed-learner bees, respectively. Gene expression profile between learners’ bees and failed-learners bees identified 74 differentially expressed genes, 57 genes up-regulated in the brains of learners and 17 genes were down-regulated in the brains of the bees that fail to learn. The qRT-PCR validated the differently expressed genes. Transcriptome analyses revealed that specific genes in learner and failed-learner bees either down-regulated or up-regulated play a crucial role in brain development and learning behavior. Our finding suggests that down-regulated genes of the brain involved in the integumentary system, storage proteins, brain development, sensory processing, and neurodegenerative disorder may result in reduced olfactory discrimination and olfactory sensitivity in failed-learner bees. This study aims to contribute to a better understanding of the olfactory learning behavior and gene expression information, which opens the door for understanding of the molecular mechanism of olfactory learning behavior in honeybees. |
format | Online Article Text |
id | pubmed-8827436 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-88274362022-02-10 Differential gene expression analysis following olfactory learning in honeybee (Apis mellifera L.) Fahad Raza, Muhammad Anwar, Muhammad Husain, Arif Rizwan, Muhmmad Li, Zhiguo Nie, Hongyi Hlaváč, Pavol Ali, M. Ajmal Rady, Ahmed Su, Songkun PLoS One Research Article Insects change their stimulus-response through the perception of associating these stimuli with important survival events such as rewards, threats, and mates. Insects develop strong associations and relate them to their experiences through several behavioral procedures. Among the insects, Apis species, Apis mellifera ligustica are known for their outstanding ability to learn with tremendous economic importance. Apis mellifera ligustica has a strong cognitive ability and promising model species for investigating the neurobiological basis of remarkable olfactory learning abilities. Here we evaluated the olfactory learning ability of A. mellifera by using the proboscis extension reflex (PER) protocol. The brains of the learner and failed-learner bees were examined for comparative transcriptome analysis by RNA-Seq to explain the difference in the learning capacity. In this study, we used an appetitive olfactory learning paradigm in the same age of A. mellifera bees to examine the differential gene expression in the brain of the learner and failed-learner. Bees that respond in 2(nd) and 3(rd) trials or only responded to 3(rd) trials were defined as learned bees, failed-learner individuals were those bees that did not respond in all learning trials The results indicate that the learning ability of learner bees was significantly higher than failed-learner bees for 12 days. We obtained approximately 46.7 and 46.4 million clean reads from the learner bees failed-learner bees, respectively. Gene expression profile between learners’ bees and failed-learners bees identified 74 differentially expressed genes, 57 genes up-regulated in the brains of learners and 17 genes were down-regulated in the brains of the bees that fail to learn. The qRT-PCR validated the differently expressed genes. Transcriptome analyses revealed that specific genes in learner and failed-learner bees either down-regulated or up-regulated play a crucial role in brain development and learning behavior. Our finding suggests that down-regulated genes of the brain involved in the integumentary system, storage proteins, brain development, sensory processing, and neurodegenerative disorder may result in reduced olfactory discrimination and olfactory sensitivity in failed-learner bees. This study aims to contribute to a better understanding of the olfactory learning behavior and gene expression information, which opens the door for understanding of the molecular mechanism of olfactory learning behavior in honeybees. Public Library of Science 2022-02-09 /pmc/articles/PMC8827436/ /pubmed/35139088 http://dx.doi.org/10.1371/journal.pone.0262441 Text en © 2022 Fahad Raza et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Fahad Raza, Muhammad Anwar, Muhammad Husain, Arif Rizwan, Muhmmad Li, Zhiguo Nie, Hongyi Hlaváč, Pavol Ali, M. Ajmal Rady, Ahmed Su, Songkun Differential gene expression analysis following olfactory learning in honeybee (Apis mellifera L.) |
title | Differential gene expression analysis following olfactory learning in honeybee (Apis mellifera L.) |
title_full | Differential gene expression analysis following olfactory learning in honeybee (Apis mellifera L.) |
title_fullStr | Differential gene expression analysis following olfactory learning in honeybee (Apis mellifera L.) |
title_full_unstemmed | Differential gene expression analysis following olfactory learning in honeybee (Apis mellifera L.) |
title_short | Differential gene expression analysis following olfactory learning in honeybee (Apis mellifera L.) |
title_sort | differential gene expression analysis following olfactory learning in honeybee (apis mellifera l.) |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8827436/ https://www.ncbi.nlm.nih.gov/pubmed/35139088 http://dx.doi.org/10.1371/journal.pone.0262441 |
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