BMC Biology

Papers
(The TQCC of BMC Biology is 12. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-06-01 to 2026-06-01.)
ArticleCitations
Functional characterization of the second feedback loop in the circadian clock of the Antarctic krill Euphausia superba109
Assessing the role of Piscine orthoreovirus in disease and the associated risk for wild Pacific salmon81
Investigating the characteristics of genes and variants associated with self-reported hearing difficulty in older adults in the UK Biobank76
Application of infrared thermography coupled with Eulerian Video Magnification to monitor vital signs in wild seals, from sandy beaches to icy shores76
Reconstructing the ancestral gene pool to uncover the origins and genetic links of Hmong–Mien speakers66
CTCF-mediated insulation and chromatin environment modulate Car5b escape from X inactivation65
Geographical variation of chemical signals and odor discrimination in the great Himalayan leaf-nosed bat (Hipposideros armiger)64
Incomplete lineage sorting and introgression among genera and species of Liliaceae tribe Tulipeae: insights from phylogenomics64
Changing turn-over rates regulate abundance of tryptophan, GS biosynthesis, IAA transport and photosynthesis proteins in Arabidopsis growth defense transitions62
Histone modifications and DNA methylation act cooperatively in regulating symbiosis genes in the sea anemone Aiptasia61
Integration of large and diverse angiosperm DNA fragments into Asian Gnetum mitogenomes61
Evolutionary dynamics of mitochondrial genomes and intracellular transfers among diploid and allopolyploid cotton species60
Increased interaction between endoplasmic reticulum and mitochondria following sleep deprivation60
The Sapria himalayana genome provides new insights into the lifestyle of endoparasitic plants57
Multidimensional associations between nutrient intake and healthy ageing in humans57
Circannual breeding and methylation are impacted by the equinox in Peromyscus56
Hibernation reduces GABA signaling in the brainstem to enhance motor activity of breathing at cool temperatures55
Back to the roots, desiccation and radiation resistances are ancestral characters in bdelloid rotifers54
Wolbachia incompatible insect technique program optimization over large spatial scales using a process-based model of mosquito metapopulation dynamics53
Personalised modelling of clinical heterogeneity between medium-chain acyl-CoA dehydrogenase patients52
Machine learning combined with omics-based approaches reveals T-lymphocyte cellular fate imbalance in abdominal aortic aneurysm51
Regulatory and evolutionary impact of DNA methylation in two songbird species and their naturally occurring F1 hybrids50
Isolation and characterization of LH5, a novel rodent Embecovirus from Rattus tanezumi with respiratory tropism in a mouse model48
Comprehensive analysis of small GTPases in Microsporidia reveals new extremes in eukaryotic cell biology48
Single-cell transcriptomics and time-series metabolite profiling reveal the spatiotemporal regulation of flavonoid biosynthesis genes and phytohormone homeostasis by PAP1 in Arabidopsis48
The gut symbiont Sphingomonas mediates imidacloprid resistance in the important agricultural insect pest Aphis gossypii Glover47
A muscle exercise research revolution powered by -omics at single cell and nucleus resolution47
Cuticular competing endogenous RNAs regulate insecticide penetration and resistance in a major agricultural pest47
A whole-body atlas of BMP signaling activity in an adult sea anemone45
Evaluating the role of coral trophic strategies in driving community shifts in response to heat stress via stable isotopes-based modeling45
Fossil-calibrated molecular clock data enable reconstruction of steps leading to differentiated multicellularity and anisogamy in the Volvocine algae45
DualNetM: an adaptive dual network framework for inferring functional-oriented markers44
GhAOS integrates circadian rhythm and jasmonic acid signaling to regulate high temperature stress responses in cotton and Arabidopsis44
Investigating substrate specificity in arogenate versus prephenate dehydratases44
Next steps after airing disagreement on a scientific issue with policy implications: a meta-analysis, multi-lab replication and adversarial collaboration43
Three-dimensional genome architecture connects chromatin structure and function in a major wheat pathogen43
Expression divergence of expansin genes drive the heteroblasty in Ceratopteris chingii43
Temporal dynamics of apoptosis-induced proliferation in pupal wing development: implications for regenerative ability42
Rapid and sensitive single-cell RNA sequencing with SHERRY242
Camelot: a computer-automated micro-extensometer with low-cost optical tracking42
Atomic force microscopy reveals involvement of the cell envelope in biomechanical properties of sickle erythrocytes41
Chromosome-level genome assemblies of four wild peach species provide insights into genome evolution and genetic basis of stress resistance41
The genome and sex-dependent responses to temperature in the common yellow butterfly, Eurema hecabe41
Insights into the formation and diversification of a novel chiropteran wing membrane from embryonic development40
The mrp-3 gene is involved in haem efflux and detoxification in a blood-feeding nematode40
Parental fasting effects on offspring immune gene expression, epigenetic patterns, and gut microbiota in a species with male pregnancy (Syngnathus typhle)39
Differentially expressed chaperone genes reveal a stress response required for unidirectional regeneration in the basal chordate Ciona39
Rapid and high-throughput screening of proteolysis targeting chimeras using a dual-reporter system expressing fluorescence protein and luciferase38
Maternal genetic origin of Chao Lay coastal maritime populations from Thailand38
Single-cell transcriptomic dynamics of scallop heart reveals the heterogeneous response to heat stress38
ERF49 mediates brassinosteroid regulation of heat stress tolerance in Arabidopsis thaliana38
Astrocytes in CA1 modulate schema establishment in the hippocampal-cortical neuron network38
Impact of spaceflight on endocrine, metabolic and kidney function: current evidence, open issues, and potential countermeasures37
CCHCR1-astrin interaction promotes centriole duplication through recruitment of CEP7237
Dopamine modulates the retinal clock through melanopsin-dependent regulation of cholinergic waves during development37
Avian interferon regulatory factor (IRF) family reunion: IRF3 and IRF9 found37
Sexually dimorphic methylation patterns characterize the placenta and blood from extremely preterm newborns36
Osteosarcoma tumors maintain intra-tumoral transcriptional heterogeneity during bone and lung colonization36
The broad use of the Pm8 resistance gene in wheat resulted in hypermutation of the AvrPm8 gene in the powdery mildew pathogen35
Embedding multilayer RNA networks for lncRNA-miRNA interaction prediction via LMI-MHGAT35
TCA-cycle metabolites in the nucleus: drivers of chromatin and epigenetic control35
Reference genomes of channel catfish and blue catfish reveal multiple pericentric chromosome inversions35
GnRH-driven FTO-mediated RNA m6A modification promotes gonadotropin synthesis and secretion34
Plasmodium yoelii iron transporter PyDMT1 interacts with host ferritin and is required in full activity for malarial pathogenesis34
Novel insights into retrogene evolution and cold adaptation in the alpine plant Crucihimalaya himalaica (Brassicaceae)34
Proton export upregulates aerobic glycolysis33
Activation function 1 of progesterone receptor is required for progesterone antagonism of oestrogen action in the uterus33
The temporal association of CapZ with early endosomes regulates endosomal trafficking and viral entry into host cells33
Tolerance to persistent cell-fusing agent virus infection in Aedes aegypti mosquitoes correlates with maintenance of lipid reserves32
Construction and characterization of a genome-scale ordered mutant collection of Bacteroides thetaiotaomicron32
Selection on the promoter regions plays an important role in complex traits during duck domestication32
RNA multi-omics in single cells reveal rhythmical RNA reshaping during human and mouse oocyte maturation32
Decidual stromal cells-derived exosomes incured insufficient migration and invasion of trophoblast because of abnormal ubiquitination and degradation of Snail mediated by miR-92b-3p/USP2831
An expanded odorant-binding protein mediates host cue detection in the parasitic wasp Baryscapus dioryctriae basis of the chromosome-level genome assembly analysis31
Temperature-dependent dynamics of energy stores in Drosophila31
Population transcriptogenomics highlights impaired metabolism and small population sizes in tree frogs living in the Chernobyl Exclusion Zone30
Genomic insights into biased allele loss and increased gene numbers after genome duplication in autotetraploid Cyclocarya paliurus30
βcatenin-1 localization and transcriptomic profiling provide insights into the early development of planarians30
Imprinted Grb10, encoding growth factor receptor bound protein 10, regulates fetal growth independently of the insulin-like growth factor type 1 receptor (Igf1r) and insulin receptor (Insr) genes30
Microplastics and soil microbiomes29
A single-cell transcriptomic atlas of all cell types in the brain of 5xFAD Alzheimer mice in response to dietary inulin supplementation29
A systematic review of the development and application of home cage monitoring in laboratory mice and rats29
Viral predation pressure on coral reefs29
Synthetic Micrographs of Bacteria (SyMBac) allows accurate segmentation of bacterial cells using deep neural networks29
Chromosome-level assemblies from diverse clades reveal limited structural and gene content variation in the genome of Candida glabrata29
Genomic analyses support locally derived crown-of-thorns seastar outbreaks in the Pacific28
Widespread 3′UTR capped RNAs derive from G-rich regions in proximity to AGO2 binding sites28
Global patterns of genomic and phenotypic variation in the invasive harlequin ladybird28
How much do we know about the function of mammalian genes?28
Comparative genomics of Ascetosporea gives new insight into the evolutionary basis for animal parasitism in Rhizaria28
Lineage tracing shows that cell size asymmetries predict the dorsoventral axis in the sea star embryo27
The divergent ER-mitochondria encounter structures (ERMES) are conserved in parabasalids but lost in several anaerobic lineages with hydrogenosomes27
Hybridisation has shaped a recent radiation of grass-feeding aphids27
Unravelling the hidden side of laundry: malodour, microbiome and pathogenome27
An ensemble deep learning framework for multi-class LncRNA subcellular localization with innovative encoding strategy27
Single-cell analysis of a salmonid immune system (river brown trout Salmo trutta fario) reveals evolutionary divergence and hatchery-induced transcriptional reprogramming27
Single-cell RNA-seq analysis of rat molars reveals cell identity and driver genes associated with dental mesenchymal cell differentiation27
Signals of corresponding genetic diversity loss in four warbler species exhibiting regional or range-wide declines27
Transcriptomic evidence for visual adaptation during the aquatic to terrestrial metamorphosis in leopard frogs26
Two decades taken at speed: genomics, cell biology, ecology, and evolution of protists26
Optimizing dsRNA sequences for RNAi in pest control and research with the dsRIP web platform26
A novel small molecule, AS1, reverses the negative hedonic valence of noxious stimuli26
Mitochondria–ER contact sites (MERCS) in the cell cycle: molecular architecture and functional remodeling across cellular states26
CircRNA identification and feature interpretability analysis26
Bio-informed synthesis of marine-sourced indole derivatives: suppressing gram-negative bacteria biofilm and virulence26
The impact of insertion bias into piRNA clusters on the invasion of transposable elements26
Transcriptomic analysis of non-model Drosophilidae reveals novel AMP candidates25
The Gentiana rigescens genome and transcriptome for the investigation of flower repetitive blooming25
DNA methylation haplotype block signatures responding to Staphylococcus aureus subclinical mastitis and association with production and health traits25
Gene flow and an anomaly zone complicate phylogenomic inference in a rapidly radiated avian family (Prunellidae)25
Meta-analysis reveals the vaginal microbiome is a better predictor of earlier than later preterm birth25
Deep time extinction of largest insular ant predators and the first fossil Neoponera (Formicidae: Ponerinae) from Miocene age Dominican amber25
Rare but specific: 5-bp composite motifs define SMAD binding in BMP signaling25
Insights into the molecular determinants of host specificity in Pseudomonas aeruginosa-infecting phages: a structural and functional analysis of tail fibre proteins25
The genome and comparative transcriptome of the euryhaline model ciliate Paramecium duboscqui reveal adaptations to environmental salinity25
A small protein coded within the mitochondrial canonical gene nd4 regulates mitochondrial bioenergetics24
Transposable elements create distinct genomic niches for effector evolution among Magnaporthe oryzae lineages24
Long non-coding RNA Tug1 modulates mitochondrial and myogenic responses to exercise in skeletal muscle24
The pharyngeal taste organ of a blood-feeding insect functions in food recognition24
Haplotype-resolved genomes of two buckwheat crops provide insights into their contrasted rutin concentrations and reproductive systems24
FUS and TDP-43 aggregation are uncoupled from toxicity in ageing yeast models23
The pangenome of the wheat pathogen Pyrenophora tritici-repentis reveals novel transposons associated with necrotrophic effectors ToxA and ToxB23
Gene expression reveals the pancreas of Aselli as a critical organ for plasma cell differentiation in the Eurasian common shrew23
An integrated in silico-in vitro approach for identifying therapeutic targets against osteoarthritis23
YModPred: an interpretable prediction method for multi-type RNA modification sites in S. cerevisiae based on deep learning23
A LXG toxin stabilized by DUF4176 contributes to Streptococcus suis competition and pathogenicity23
Egg-laying by female Aedes aegypti shapes the bacterial communities of breeding sites23
Accurate RNA velocity estimation based on multibatch network reveals complex lineage in batch scRNA-seq data23
A novel method for effectively selecting fragments not associated with restriction sites for whole-genome genotyping23
Requirements for designing cluster randomised control trials to detect suppression of malaria vector population densities22
CRISPR-based genome editing of a diurnal rodent, Nile grass rat (Arvicanthis niloticus)22
Evolution of neurohormone function revealed by actions of kisspeptin-type peptides in an echinoderm22
The function of wing bullae in mayflies (Insecta: Ephemeroptera) reveals new insights into the early evolution of Pterygota22
Detection and characterization of constitutive replication origins defined by DNA polymerase epsilon22
Monoamine oxidases activity maintains endometrial monoamine homeostasis and participates in embryo implantation and development22
Enhancing viral dynamics modeling: reliable initial estimation and validity conditions for quasi-steady state approximation (QSSA)22
The chromosome-level genome and key genes associated with mud-dwelling behavior and adaptations of hypoxia and noxious environments in loach (Misgurnus anguillicaudatus)22
Cont-ID: detection of sample cross-contamination in viral metagenomic data22
Transcriptome analysis reveals PTBP1 as a key regulator of circRNA biogenesis22
Predator experience enhances giraffe vigilance to oxpecker alarm calls22
Comparative transcriptomic analysis provides insights into the genetic networks regulating oil differential production in oil crops21
Morphology and mechanical behavior of diatoms in wet and dry states studied using nano-XCT21
MUS81 cleaves TOP1-derived lesions and other DNA–protein cross-links21
Single-cell phenotype-associated subpopulation identification via transfer foundation model and statistical ensemble learning21
The Musa troglodytarum L. genome provides insights into the mechanism of non-climacteric behaviour and enrichment of carotenoids21
Evolutionary genomics of socially polymorphic populations of Pogonomyrmex californicus21
orsai, the Drosophila homolog of human ETFRF1, links lipid catabolism to growth control21
Range-wide population genomics of common seadragons shows secondary contact over a former barrier and insights on illegal capture21
Accurate prediction of drug-protein interactions by maintaining the original topological relationships among embeddings21
Deciphering the roles of subcellular distribution and interactions involving the MEF2 binding region, the ankyrin repeat binding motif and the catalytic site of HDAC4 in Drosophila neuronal morphogene21
Functional characterization of four opsins and two G alpha subtypes co-expressed in the molluscan rhabdomeric photoreceptor21
Prostate cancer risk-associated single-nucleotide polymorphisms impact the conformational dynamics of prostate-specific antigen21
Attraction and aversion of noctuid moths to fermented food sources coordinated by olfactory receptors from distinct gene families21
The protein phosphatase PP6 promotes RIPK1-dependent PANoptosis21
The tiny germline chromosomes of Paramecium aurelia have an exceptionally high recombination rate and are capped by a new class of Helitrons21
Ovarian ERβ cistrome and transcriptome reveal chromatin interaction with LRH-120
The neglected burden of chronic hypoxia on the resistance of glioblastoma multiforme to first-line therapies20
Melatonin promotes embryonic development by enhancing tryptophan metabolism and NAD + synthesis20
Modulation of macrophage inflammatory function through selective inhibition of the epigenetic reader protein SP14020
Transcriptomic signatures of oxytosis/ferroptosis are enriched in Alzheimer’s disease20
Two decades of population genomics: will we ever agree on bacterial species?20
Genetic evidence of tri-genealogy hypothesis on the origin of ethnic minorities in Yunnan20
Non-invasive measurements of respiration and heart rate across wildlife species using Eulerian Video Magnification of infrared thermal imagery20
Weathered granites and soils harbour microbes with lanthanide-dependent methylotrophic enzymes20
20-Hydroxyecdysone counteracts insulin to promote programmed cell death by modifying phosphoglycerate kinase 119
The evolution of the immune system of bees is defined by conservation, expansions, and losses19
The genomes of Vischeria oleaginous microalgae shed light on the molecular basis of hyper-accumulation of lipids19
Author Correction: Synchronization of inspiratory burst onset along the ventral respiratory column in the neonate mouse is mediated by electrotonic coupling19
Unprecedented variation pattern of plastid genomes and the potential role in adaptive evolution in Poales19
Ortho2Web: a workflow for disentangling the roles of hybridization and allopolyploidization in reticulation within Campanulaceae19
Widespread amyloidogenicity potential of multiple myeloma patient-derived immunoglobulin light chains19
MvGraphDTA: multi-view-based graph deep model for drug-target affinity prediction by introducing the graphs and line graphs19
Targeting the gut-lung axis by synbiotic feeding to infants in a randomized controlled trial19
Nitrogen fixation by diverse diazotrophic communities can support population growth of arboreal ants19
Evolution of left–right asymmetry in the sensory system and foraging behavior during adaptation to food-sparse cave environments19
PFTK1 kinase regulates axogenesis during development via RhoA activation19
A simple high-throughput method for automated detection of Drosophila melanogaster light-dependent behaviours19
Identifying effective evolutionary strategies-based protocol for uncovering reaction kinetic parameters under the effect of measurement noises19
Glutamic acid-lysine (EK) rich motif of RabD2 self-associates and regulates adhesion through multivesicular bodies in Entamoeba histolytica19
Single-nucleus atlas provides insights into changes in the evolution of the pig hippocampus19
ADARs regulate cuticle collagen expression and promote survival to pathogen infection19
TRPM4 regulates hilar mossy cell loss in temporal lobe epilepsy18
ITMol: a molecular image-text foundation model bridging the semantic gap for property prediction and retrieval18
NeuroScale: evolutional scale-based protein language models enable prediction of neuropeptides18
Cisplatin exposure alters tRNA-derived small RNAs but does not affect epimutations in C. elegans18
The crotonylated and succinylated proteins of jujube involved in phytoplasma-stress responses18
Behavioral differences among domestic cats in the response to cat-attracting plants and their volatile compounds reveal a potential distinct mechanism of action for actinidine18
The rapid developments of membrane protein structure biology over the last two decades18
Sex or poison? Genetic pest management in the 21st century18
Fusion oncogenes in cancer: organoid models and novel therapeutic approaches18
Toward efficient and high-fidelity metagenomic data from sub-nanogram DNA: evaluation of library preparation and decontamination methods18
Cranial base synostosis in mice caused by upregulation of Wnt following partial inhibition of Shh18
OrgaMapper: a robust and easy-to-use workflow for analyzing organelle positioning18
Genome-wide identification and analysis of a cotton secretome reveals its role in resistance against Verticillium dahliae18
LMO7-mediated ubiquitination of SIRT3 promotes osteoarthritis progression: an investigation using machine learning and molecular dynamics simulations18
The Sino-Himalayan flora evolved from lowland biomes dominated by tropical floristic elements18
VEGF-dependent testicular vascularisation involves MEK1/2 signalling and the essential angiogenesis factors, SOX7 and SOX1718
Lipases are differentially regulated by hormones to maintain free fatty acid homeostasis for insect brain development18
Stage dependent plasticity and the evolution of a non-obligate cave dwelling life cycle in frogs18
A reference metagenome sequence of the lichen Cladonia rangiformis18
Targeting of REST with rationally-designed small molecule compounds exhibits synergetic therapeutic potential in human glioblastoma cells18
Deep learning-based behavioral profiling of rodent stroke recovery18
Protists and protistology in the Anthropocene: challenges for a climate and ecological crisis18
Hologenome analysis reveals independent evolution to chemosymbiosis by deep-sea bivalves17
Ephrin-B2 deletion in GABAergic neurons induces cognitive deficits associated with single-nucleus transcriptomic differences in the prefrontal cortex17
Nuclear lamina component KAKU4 regulates chromatin states and transcriptional regulation in the Arabidopsis genome17
KLF13 promotes ferroptosis and chemosensitivity in lung adenocarcinoma17
Experimental evidence for enzymatic cell wall dissolution in a microbial protoplast feeder (Orciraptor agilis, Viridiraptoridae)17
The Automated Systematic Search Deduplicator (ASySD): a rapid, open-source, interoperable tool to remove duplicate citations in biomedical systematic reviews17
Lessons in immune adaptations to hypoxia revealed by comparative and evolutionary physiology17
Integrative transcriptomics and peptidomics approach reveals unexpectedly diverse endogenous secretory peptides in Odorrana grahami frog skin17
Targeted C•G-to-T•A base editing with TALE-cytosine deaminases in plants17
Single-mitochondrion sequencing uncovers distinct mutational patterns and heteroplasmy landscape in mouse astrocytes and neurons17
The genomic basis of copper tolerance in Drosophila is shaped by a complex interplay of regulatory and environmental factors17
Latitude-driven adaptive evolution of body length in diverse pig breeds across China17
Resolving biology’s dark matter: species richness, spatiotemporal distribution, and community composition of a dark taxon17
Correction: Early inhibition of BRD4 facilitates iPSC reprogramming via accelerating rDNA dynamic expression17
Solution structure of the type I polyketide synthase Pks13 from Mycobacterium tuberculosis17
Griottes: a generalist tool for network generation from segmented tissue images17
Publisher Correction: Attractive and repulsive effects of sensory history concurrently shape visual perception17
The genome of a sea spider corroborates a shared Hox cluster motif in arthropods with a reduced posterior tagma16
The protein aggregation inhibitor YAT2150 has potent antimalarial activity in Plasmodium falciparum in vitro cultures16
Correction: Widespread 3′UTR capped RNAs derive from G-rich regions in proximity to AGO2 binding sites16
Blueprints for healing: central nervous system regeneration in zebrafish and neonatal mice16
Single-base resolution quantitative genome methylation analysis in the model bacterium Helicobacter pylori by enzymatic methyl sequencing (EM-Seq) reveals influence of strain, growth phase, and methyl16
Author Correction: Novel function of single-target regulator NorR involved in swarming motility and biofilm formation revealed in Vibrio alginolyticus16
A novel protein encoded by circRsrc1 regulates mitochondrial ribosome assembly and translation during spermatogenesis16
AmpHGT: expanding prediction of antimicrobial activity in peptides containing non-canonical amino acids using multi-view constrained heterogeneous graph transformer16
The first chromosome-level cubozoan genome differentiates unique and common features in different cnidarian lineages16
Protein secretion zones during overexpression of amylase within the Gram-positive cell wall16
Epigenetic silencing and genome dynamics determine the fate of giant virus endogenizations in Acanthamoeba16
Unveiling the ventral morphology of a rare early Cambrian great appendage arthropod from the Chengjiang biota of China16
Folate regulates RNA m5C modification and translation in neural stem cells16
Escherichia cryptic clade I is an emerging source of human intestinal pathogens16
Author Correction: Genomic characterization of the world’s longest selection experiment in mouse reveals the complexity of polygenic traits16
MultiCycPermea: accurate and interpretable prediction of cyclic peptide permeability using a multimodal image-sequence model16
FACT regulates pluripotency through proximal and distal regulation of gene expression in murine embryonic stem cells16
Sibling cooperation in boreal owls during the post-fledging dependence period16
A W chromosome-derived feminizing piRNA in pyralid moths demonstrates convergent evolution for primary sex determination signals in Lepidoptera16
A novel aminotransferase gene and its regulator acquired in Saccharomyces by a horizontal gene transfer event16
Highly distinct genetic programs for peripheral nervous system formation in chordates16
TPST2-mediated tyrosine sulfation orchestrates porcine preimplantation development16
Gram-negative bacteria resist antimicrobial agents by a DzrR-mediated envelope stress response16
Enhancer-promoter interaction maps provide insights into skeletal muscle-related traits in pig genome16
Nuclear receptor RXRα binds the precursor of miR-103 to inhibit its maturation16
Author Correction: Unique sperm haplotypes are associated with phenotypically different sperm subpopulations in Astyanax fish16
Sex-limited chromosomes and non-reproductive traits16
Wide-scale geographical analysis of genetic ancestry in the South African Coloured population15
Global phylogenomic assessment of Leptoseris and Agaricia reveals substantial undescribed diversity at mesophotic depths15
HNF-DDA: subgraph contrastive-driven transformer-style heterogeneous network embedding for drug–disease association prediction15
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