#gCommo
LLM-assisted Rust for bioinformatics: workflows and boundaries for memory-safe, high-throughput sequencing software without garbage collection.
Details: https://www.maxapress.com/article/doi/10.48130/gcomm-0026-0018
#Rust #Bioinformatics #LLM #SoftwareEngineering

#gCommo
Six LLMs evaluated for extracting enzyme data from literature: top models achieve 95-99% accuracy under 10 minutes, enabling new automated ptol workflow for microbiology research.
Details: https://www.maxapress.com/article/doi/10.48130/gcomm-0026-0010
#LLMs #Microbiology #AIinScience

#gCommo
Deep learning on seedling transcriptome data predicts adult phenotypes in chrysanthemum—validated in rice, enabling gene chip-based breeding for complex-genome crops.
Details: https://www.maxapress.com/article/doi/10.48130/gcomm-0026-0011
#DeepLearning #PlantGenomics #Transcriptomics

#gCommo
AI-powered spatial multi-omics decodes HCC immune microenvironment, revealing Tumor Immune Barrier and glycolytic zonation driving T-cell exhaustion for precision immunotherapy stratification.
Details: https://www.maxapress.com/article/doi/10.48130/gcomm-0026-0016
#SpatialOmics #HCC #Tumor

#gCommo
Gapless telomere-to-telomere genome of Cnidium monnieri (1.13 Gb, 10 chromosomes) reveals lineage-specific interchromosomal rearrangements and coumarin biosynthesis potential in Apiaceae.
Details: https://www.maxapress.com/article/doi/10.48130/gcomm-0026-0014
#GaplessGenome #Apiaceae

#gCommo
eGPS-oneBuilder integrates multi-method phylogenetic inference with Foldseek-based protein structure clustering, enabling quantitative tree comparison for gene-family evolution.
Details: https://www.maxapress.com/article/doi/10.48130/gcomm-0026-0015
#Phylogenetics #ProteinStructure

#gCommo
Chromosome-level genomes now cover 52 Bombus species across all 15 subgenera; chromosomal rearrangements and regulatory evolution underlie social transitions.
Details: https://www.maxapress.com/article/doi/10.48130/gcomm-0026-0012
#BumblebeeGenomics #Bombus #PollinatorDecline

#gCommo
Genomic mating outperforms genomic selection in sea cucumber breeding—'maxbv' increases genetic gain 68.99% over GBLUP after 20 generations while limiting inbreeding
Details: https://www.maxapress.com/article/doi/10.48130/gcomm-0026-0013
#GenomicSelection #Aquaculture #SeaCucumber

#gCommo
New study compares 14 chloroplast genomes across Apocynoideae subfamily, revealing lineage-specific codon usage patterns and non-monophyletic evolution with Asclepiadoideae nested within.
Details: https://www.maxapress.com/article/doi/10.48130/gcomm-0026-0009
#Chloroplast #Phylogenomics

#gCommo
Pangenome analysis of 22 tea cultivars identifies 1,699 WRKY members with tissue-specific expression patterns, providing molecular targets for marker-assisted tea breeding.
Details: https://www.maxapress.com/article/doi/10.48130/gcomm-0026-0008
#WRKY #Pangenome #TeaPlant

#gCommo
Domestication of sunflower unintentionally eliminated beneficial stress-tolerance alleles. Recovering ancestral variants could improve abiotic stress resilience in modern cultivars.
Detail: https://www.maxapress.com/article/doi/10.48130/gcomm-0026-0006
#Sunflower #Domestication #CropGenomics

#gCommo
First chromosome-level genome of Brachymystax lenok tsinlingensis reveals population decline patterns and identifies the Zhangxian lineage as a priority for conservation.
Detail: https://www.maxapress.com/article/doi/10.48130/gcomm-0026-0007
#ConservationGenomics #FishGenome #Biodiversity