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Alternative splicing (AS) produces various forms of mRNAs and protein isoforms and contributes to biodiversity. However, different mRNAs might have identical CDS and encode the same protein sequence. It is unclear why organisms need these distinct mRNAs if they encode the same protein? We propose two complementary hypotheses, namely adaptive hypothesis and error hypothesis, and tested these ideas using genomes of four representative organisms, human, mouse, fruitfly, and Arabidopsis. We found that only the fruitfly meets most predictions made by the adaptive hypothesis, while the other species generally align with the error hypothesis. Fruitfly exhibits a surprisingly high fraction (> 70%) of protein-coding genes (PCGs) having multiple mRNAs encoding identical proteins. These mRNAs have long CDS, variable UTR lengths, and highly conserved protein sequences. In contrast, opposite or insignificant trends are observed in human, mouse, and Arabidopsis. While molecular errors are common in cell systems, in species like the fruitfly with large effective population size, the strong natural selection might maintain those mRNAs with potentially adaptive regulatory roles. Although encoding identical proteins, different mRNAs can be regulated in a condition-specific manner, facilitating adaptive evolution. Our work provides novel perspectives in genomics and evolutionary biology.
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http://dx.doi.org/10.1007/s13353-025-00995-z | DOI Listing |
J Integr Neurosci
August 2025
School of Computer Science, Guangdong Polytechnic Normal University, 510665 Guangzhou, Guangdong, China.
Background: Emotion recognition from electroencephalography (EEG) can play a pivotal role in the advancement of brain-computer interfaces (BCIs). Recent developments in deep learning, particularly convolutional neural networks (CNNs) and hybrid models, have significantly enhanced interest in this field. However, standard convolutional layers often conflate characteristics across various brain rhythms, complicating the identification of distinctive features vital for emotion recognition.
View Article and Find Full Text PDFBiochem Biophys Rep
December 2025
Guangdong Ecological Meteorological Centre, Guangzhou, 510640, China.
The protogynous orange-spotted grouper (), a sequentially hermaphroditic teleost, relies on dynamic regulation of germ cell development and sex reversal mechanisms to achieve reproductive plasticity. The gene family, pivotal for germ cell development and transposon silencing across metazoans, remains poorly characterized in hermaphroditic species. Here, we investigate , a homologue in the orange-spotted grouper (.
View Article and Find Full Text PDFbioRxiv
August 2025
Helen Wills Neuroscience Institute, University of California, Berkeley; Berkeley, CA 94720, USA.
Each person experiences the world through a unique conceptual lens, shaped by personal experiences, natural variations, or disease. These individual differences have remained largely inaccessible to cognitive neuroscience and clinical neurology, limiting the development of precision medicine approaches to cognitive disorders. To overcome this limitation, here we develop a new statistical framework to measure and interpret individual differences in functional brain representations.
View Article and Find Full Text PDFViruses
August 2025
Department of Molecular & Precision Medicine, Penn State College of Medicine, Hershey, PA 17033, USA.
Retroviruses are single-stranded RNA viruses that package two copies of their positively stranded RNA genomes as a non-covalent dimer into newly formed virions. This process is evolutionarily conserved, and disruption of genome dimerization results in production of non-infectious virus particles. Genome dimers can be packaged as homodimers, containing two identical RNAs, or heterodimers, consisting of two genetically distinct copies.
View Article and Find Full Text PDFEpilepsia
August 2025
Iowa Neuroscience Institute, University of Iowa, Iowa City, Iowa, USA.
SCN2A encodes for the alpha subunit of the voltage-gated sodium channel Na1.2, which is involved in action potential initiation and backpropagation in excitatory neurons. Currently, it is one of the highest monogenetic risk factors for both epilepsy and autism spectrum disorder.
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