🧬 Can combining LLMs with full-length RNA isoforms unlock hidden cellular diversity?

🔗 Advancing automated cell type annotation with large language models and single-cell isoform sequencing. Computational and Structural Biotechnology Journal, DOI: https://doi.org/10.1016/j.csbj.2025.11.008

📚 CSBJ: https://www.csbj.org/

#LargeLanguageModels #Genomics #CellBiology #SingleCellRNASequencing #AlternativeSplicing #LLMs #SystemsBiology

Postdoctoral Scholar in Molecular Neuroscience and RNA Biology

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Postdoctoral Scholar in Molecular Neuroscience and RNA Biology

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Postdoctoral Scholar in Molecular Neuroscience and RNA Biology

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This exciting issue includes articles on #AI and #Huanglongbing resistance, vertical farming, #reviews on genetic variation in adaptive #evolution, and on #AlternativeSplicing, along with many more research articles!

Read more great #PlantScience from this issue here: https://onlinelibrary.wiley.com/toc/17447909/current

Postdoctoral Scholar in Molecular Neuroscience and RNA Biology

Post a job in 3min, or find thousands of job offers like this one at jobRxiv!

jobRxiv
Postdoctoral Scholar in Molecular Neuroscience and RNA Biology

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jobRxiv

@verdantsquare

Interesting.

From the original research article*:

"...we inferred that the AluY insertion may mediate an alternative splicing (AS) event of the hominoid TBXT in an unusual way. This AluY element is not inserted in the vicinity of a splice site; instead, it is >500 bp from exon 6 of TBXT, the nearest coding exon (Fig. 1b). As such, it would not be expected, by itself, to lead to an AS event, as found for other individual intronic Alu elements near exon boundaries that directly affect splicing32,33,34. However, we noted the presence of another Alu element (AluSx1) in the reverse orientation in intron 5 of TBXT that is shared among all monkeys and apes (simians). Together, the AluY and AluSx1 elements form an exon-flanking inverted repeat pair (Fig. 1b). We therefore posited that during transcription, the hominoid-specific AluY element pairs with the simian-shared AluSx1 element to form a stem–loop structure in TBXT pre-mRNA and traps exon 6 in the loop (Fig. 1c). An inferred model of the RNA secondary structure supported the interaction between these two Alu elements35 (Extended Data Fig. 2). The secondary structure of the transcript may conjoin the splice donor and receptor site of exons 5 and 7, respectively, and promote the skipping of exon 6, thereby leading to a hominoid-specific and in-frame AS isoform: TBXTΔexon6 (Fig. 1c). "

* https://www.nature.com/articles/s41586-024-07095-8

#Genetics #AlternativeSplicing #SpinalCord #NeuralTubeDefects
#SpinaBifida #TetheredCord

On the genetic basis of tail-loss evolution in humans and apes - Nature

An insertion of an Alu element into an intron of the TBXT gene is identified as a genetic mechanism of tail-loss evolution in humans and apes, with implications for human health today.

Nature
#AlternativeSplicing during development. #scRNAseq of mouse #oocyte to #blastocyst reveals large-scale isoform switching & #TransposableElement regulation during the maternal-to-zygotic gene transition #PLOSBiology https://plos.io/4bBFFu1
Single-cell analysis of isoform switching and transposable element expression during preimplantation embryonic development

Alternative splicing is an essential regulatory mechanism for development and pathogenesis. This study uses single cell sequencing of mouse oocyte to plastocyst to reveal large-scale of isoform switching and transposable element regulation during the maternal-to-zygotic gene transition.

Nicolas Bierne (@[email protected])

Amazing conference by Laurent Duret, meticulously demystifying the alternative splicing fad. It's all about splicing errors, folks! Now on youtube here: https://youtu.be/qPKkjzeLqBU Should be watch by every students, every molecular biologists ...

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