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Chen, D.

Publications and source records attributed to Chen, D..

At least 361 records · Page 20Linked to original sources

Full-length genome sequence of segmented RNA virus from ticks was obtained using small RNA sequencing data

In 2014, A novel tick-borne virus of the genus Flavivirus was first reported from the Mogiana region in Brazil. This virus was named the Mogiana tick virus (MGTV). Later, MGTV was also named as Jingmen tick virus (JMTV), Kindia tick virus (KDTV), Guangxi tick virus (GXTV) etc. In the present study, we used small RNA sequencing (sRNA-seq) to detect viruses in ticks and detected MGTV in Amblyomma testudinarium ticks, which had been captured in Yunnan province of China in the year of 2016. The full-length genome sequence of a new MGTV strain Yunnan2016 (GenBank: MT080097, MT080098, MT080099 and MT080100) was obtained and recommended to be included into the NCBI RefSeq database for the future studies of MGTV. Our phylogenetic analyses showed that viruses named MGTV, JMTV, KDTV and GXTV are monophyletic: the MGTV group (lineage) of viruses. We show, for the first time, that 5' and 3' sRNAs can be used to obtain full-length sequences of the 5 and 3 ends of, but not limited to genome sequences of RNA viruses. And we proved the feasibility of using the sRNA-seq based method for the detection of viruses in a sample containing miniscule RNA.

bioinformatics↗

Nanopore-based long-read transcriptome data of Nosema ceranae-infected and un-infected western honeybee workers' midguts

Apis mellifera ligustica is a subspecies of western honeybee, Apis mellifera. Nosema ceranae is known to cause bee microspodiosis, which seriously affects bee survival and colony productivity. In this article, Nanopore long-read sequencing was used to sequence N. ceranae-infected and un-infected midguts of A. m. ligustica workers at 7 d and 10 d post inoculation (dpi). In total, 5942745, 6664923, 7100161 and 6506665 raw reads were respectively yielded from AmT1, AmT2, AmCK1 and AmCK2, with average lengths of 1148, 1196, 1178 and 1201 bp, and N50 of 1328, 1394, 1347 and 1388 bp. The length distribution of raw reads from AmT1, AmT2, AmCK1 and AmCK2 was ranged from 1 kb to more than 10 kb. Additionally, the distribution of quality score of raw reads from AmT1 and AmT2 was among Q6[~]Q12, while that from AmCK1 and AmCK2 was among Q6[~]Q16. Further, 5745048, 6416987, 6928170, 6353066 clean reads were respectively gained from AmT1, AmT2, AmCK1 and AmCK2, and among them 4172542, 4638289, 5068270 and 4857960 were identified as being full-length. After removing redundant reads, the length distribution of remaining full-length transcripts was among 1 kb[~]8 kb, with the most abundant length of 2 kb. The long-read transcriptome data reported here contributes to a deeper understanding of the molecular regulating N. ceranae-response of A. m. ligustica and host-fungal parasite interaction during microsporidiosis.

bioinformatics↗

A full-length transcriptome dataset of normal and Nosema ceranae-challenged midgut tissues of eastern honeybee workers

Apis cerana cerana is a subspecies of eastern honeybee, Apis cerana, and it plays a vital role in ecological maintenance in China. However, A. c. cerana is threatened by many pathogenic microorganisms including Nosema ceranae, a widespread fungal parasite that infected worldwide colonies. In this article, un-challenged (AcCK1, AcCK2) and N. ceranae-challenged midguts of A. c. cerana workers (AcT1, AcT2) were sequenced utilizing Nanopore long-read sequencing technology. Totally, 11,727,628, 6,996,395, 14,383,735 and 11,580,154 raw reads were yielded from AcCK1, AcCK2, AcT1 and AcT2; the average lengths were 1147 bp, 908 bp, 992 bp and 1077 bp, and the average N50 were 1308 bp, 911 bp, 1079 bp and 1192 bp. The length distribution of was ranged 1 kb to more than 10 kb. Additionally, the quality (Q) score distribution of raw reads was among Q7~Q17. Further, 11,617,144, 6,940,895, 14,277,240 and 11,501,562 clean reads were respectively obtained from AcCK1, AcCK2, AcT1 and AcT2, and among them 78.40%, 82.50%, 79.05% and 80.20% were identified as full-length clean reads. In addition, full-length clean reads from AcCK1, AcT1, AcT2 and AcCK2 were ranged from 1 kb to more than 10 kb in length. Finally, the length distribution of redundant reads-removed full-length transcripts was among 1 kb~5 kb. Value of the data{diamondsuit} This dataset enables better understanding the complexity of A. c. cerana transcriptome. {diamondsuit}Current dataset contributes to identification of genes and transcripts engaged in response of eastern honeybee to N. ceranae stress. {diamondsuit}The data provides a valuable genetic resource for deciphering alternative splicing and polyadenylation of A. c. cerana mRNAs involved in host response to N. ceranae challenge. {diamondsuit}The reported data is beneficial for uncovering the molecular mechanism regulating interaction between eastern honeybee and microsporidian.

molecular biology↗

PacBio SMRT-based full-length transcriptome data of Ascosphaera apis mycelium and spore

Ascosphaera apis is an entomopathogenic fungus that exclusively infects honeybee larvae, resulting in chalkbrood disease, a widespread fungal disease damaging the beekeeping industry all over the world. In this article, purified mycelia (Aam) and spores (Aas) of A. apis pure culture under lab condition were sequenced using PacBio Sequel platform. In total, 13,302,489 and 9,911,345 subreads were yielded from Aam and Aas, respectively; 394,142 and 274,928 circular consensus sequence (CCS) reads were identified as being full-length non-chimeric (FLNC) reads, with a mean length of 2820 bp and 2602 bp, respectively. Furthermore, 174,095 and 103,845 corrected isoforms were identified, with a N50 length of 3543 bp and 3262 bp, respectively. The reported full-length transcriptome data of A. apis mycelium and spore will provide a valuable resource for improvement of genome and transcriptome annotations as well as better understanding of transcript structure such as alternative splicing and polyadenylation. Value of the dataO_LICurrent dataset offers a set of high-quality full-length transcripts of A. apis. C_LIO_LIThe data can facilitate the improvement of A. apis genome and transcriptome annotations. C_LIO_LIThis dataset benefits further exploration of alternative splicing and polyadenylation of A. apis mRNAs. C_LI

evolutionary biology↗

Single cell chromatin accessibility of the developmental cephalochordate

The phylum chordata are composed of three groups: vertebrata, tunicate and cephalochordata. Single cell developmental atlas for typical species in vertebrata (mouse, zebrafish, western frog, worm) and tunicate (sea squirts) has been constructed recently. However, the single cell resolution atlas for lancelet, a living proxy of vertebrate ancestors, has not been achieved yet. Here, we profiled more than 57 thousand cells during the development of florida lancelet (Branchiostoma floridae), covering important processes including embryogenesis, organogenesis and metamorphosis. We identified stage and cluster specific regulatory elements. Additionally, we revealed the regulatory codes underlying functional specification and lineage commitment. Based on epigenetic features, we constructed the developmental trajectory for lancelet, elucidating how cell fates were established progressively. Overall, our study provides, by far, the first single cell regulatory landscape of amphioxus, which could help us to understand the heterogeneity and complexity of lancet development at single cell resolution and throw light upon the great transition from simple chordate ancestor to modern vertebrates with amazing diversity and endless forms.

developmental biology↗

MeRIP-seq and RNA-seq data of mycelium and spore of Ascosphaera apis, a widespread bee fungal pathogen

Ascosphaera apis is widespread fungal pathogen of honeybee larvae, causing chalkbrood, a chronic disease that weakens bee health and colony productivity. In this article, mecylia and spores of A. apis were respectively purified followed by RNA isolation, cDNA library construction, MeRIP-seq and RNA-seq. A total of 62,551,172, 41,773,158, 49,535,092 and 61,569,610 raw reads were produced from Aam_IP, Aas_IP, Aam_input and Aas_input groups, respectively. After quality control, 58,484,368, 37,381,432, 44,655,434 and 58,739,742 clean reads were obtained. Furthermore, 47,706,205, 31,356,690, 35,259,810 and 44,319,061 clean reads were mapped to the reference genome of A. apis, including 39,337,036, 26,731,957, 31,987,396 and 40,017,855 unique mapped reads, and 8,369,169, 4,624,733, 3,272,414 and 4,301,206 multiple mapped reads. Among them, 96.31%, 96.51%, 96.82% and 97.11% of clean reads were mapped to exons; 2.09%, 2.31%,1.83% and 1.81% to introns; 1.60%, 1.18%, 1.35% and 1.08% to intergenic regions. Value of the dataO_LIThe data can be used to investigate the relationship between the m6A modification extent and the transcript level in the A. apis transcriptome. C_LIO_LIThis dataset contributes to transcriptome-wide characterization of the m6A distributing patterns in mRNAs and non-coding RNAs in A. apis mycelium and spore. C_LIO_LICurrent data benefits new functions of m6A modification in the transcripts extensively modified by m6A in A. apis mycelium and spore. C_LIO_LIOur data could be used to characterize differential patterns of the m6A methylation between mycelium and spore of A. apis. C_LI

molecular biology↗

Potential Functions of Histone H3.3K56 Acetylation in Mammals

H3K56 acetylation (H3K56Ac) was first identified in yeast and has recently been reported to play important roles in maintaining genomic stability, chromatin assembly, DNA replication, cell cycle progression and DNA repair. Although H3.1K56Ac has been relatively well studied, the function of H3.3K56Ac remains mostly unknown in mammals. In this study, we used H3.3K56Q and H3.3K56R mutants to study the possible function of H3.3K56 acetylation. The K-to-Q substitution mimics a constitutively acetylated lysine, while the K-to-R replacement mimics a constitutively unmodified lysine. We report that cell lines harboring mutation of H3.3K56R exhibit dramatic morphology changes and cell death. Using Tet-Off inducible system, we show an increased population of polyploid/aneuploid cells and a decreased cell viability in H3.3K56R mutant cells. In consistence with these results, H3.3K56R mutant compromised H3.3 incorporation into several pericentric and centric heterochromatin regions we tested. Moreover, mass spectrometry analysis coupled with label free quantification reveal that biological processes regulated by the H3.3-associating proteins, whose interaction with H3.3 is markedly increased by H3.3K56Q mutation but decreased by H3.3K56Q mutation, include sister chromatid cohesion, mitotic nuclear division, and mitotic nuclear envelope disassembly. These results suggest that H3.3K56 acetylation is crucial for chromosome segregation and cell division in mammals.

molecular biology↗

Whole transcriptome data of uninfected and Nosema ceranae-infected midguts of eastern honeybee workers

Apis cerana cerana is a subspecies of eastern honeybee, Apis cerana. Nosema ceranae is a widespread fungal parasite of honeybee, causing heavy losses for beekeeping industry all over the world. In this article, total RNA of normal midguts (AcCK1, AcCK2) and N. ceranae-infected midguts of A. c. cerana workers at 7 d and 10 d post inoculation (AcT1, AcT2) were respectively isolated followed by strand-specific cDNA library construction and next-generation RNA sequencing. In tolal, 56270223688, 44860946964, 78991623806, and 92712308296 raw reads were derived from AcCK1, AcCK2, AcT1 and AcT2, respectively. Following strict quality control, 54495191388, 43570608753, 76708161525, and 89467858351 clean reads were obtained, with Q30 value of 95.80%, 95.99%, 96.07% and 96.04%, and GC content of 44.20%, 43.44%, 44.83% and 43.63%, respectively. The raw data were submitted to the NCBI Sequence Read Archive database and connected to BioProject PRJNA562784. These data offers a valuable resource for deep investigation of mechanisms underlying eastern honeybee responding to N. ceranae infection and host-fungal parasite interaction during microsporidiosis. Value of the DataO_LICurrent dataset offers a valuable resource for exploring mRNAs, lncRNAs and circRNAs involved in response of A. c. cerana worker to N. ceranae infection. C_LIO_LIThe accessible data can be used to investigate differential expression pattern and regulatory network of non-coding RNAs in A. c. cerana workers midguts responding to N. ceranae challenge. C_LIO_LIThis data will enable a better understanding of the molecular mechanism regulating eastern honeybee-N. ceranae interaction. C_LI

bioinformatics↗

Nanopore long-read transcriptome data of fungal pathogen of chalkbrood disease, Ascosphaera apis

Ascosphaera apis is a fungal pathogen that exclusively infects honeybee larvae, leading to chalkbrood disease, which damages the number of adult honeybees and colony productivity. In this article, A. apis mecylia and spores were respectively purified followed by Oxford Nanopore sequencing via PromethION platform. In total, 6,321,704 and 6,259,727 raw reads were generated from Aam and Aas, with a length distribution among 1 kb~10 kb. The quality (Q) scores of majority of raw reads were Q9 (Aam) and Q11 (Aas). Additionally, 5,669,436 and 6,233,159 clean reads were gained, among them 79.32% and 79.62% were identified as being full-length. The lengths of redundant reads-removed full-length transcripts were among 1 kb~8 kb and 1 kb~9 kb, and most abundant length for both was 1 kb. Furthermore, the length of redundant transcripts-removed clean reads was ranged from 1 kb~7 kb, with the largest group of 1 kb. The data reported here provides a beneficial genetic resource for improving genome and transcriptome annotations of A. apis and for exploring alternative splicing and polyadenylation of A. apis mRNAs. Value of the resultO_LICurrent dataset enables better understanding of the complexity of A. apis transcriptome. C_LIO_LIThe long-read transcriptome data can be used to identify of genes and transcripts associated with A. apis infection mechanism. C_LIO_LIThe accessible data provides full-length transcripts for improving gene structure and functional annotation of A. apis transcriptome. C_LIO_LIThis dataset could be utilized for investigation of alternative splicing and polyadenylation of A. apis mRNAs. C_LI

molecular biology↗

Long-read transcriptome data of bee fungal parasite, Nosema ceranae

Nosema ceranae, a widespread fungal parasite that infects honeybee and many other bee species, can seriously affect bee health and colony productivity. In this article, N. ceranae spores were purified followed by third-generation sequencing using Nanopore PromethION platform. Totally, 6988795 raw reads were yielded from purified spores, with a length distribution among 1 kb~10 kb and a quality (Q) score distribution among Q6~Q12. A total of 6953469 clean reads were obtained, and among them 73.98% were identified as being full-length. The length of redundant reads-removed full-length transcripts was ranged from 1 kb to 5 kb, with the most abundant length of 1 kb. These data will improve transcriptome quality of N. ceranae significantly.

bioinformatics↗

RASA1-driven cellular export of collagen IV is required for the development of lymphovenous and venous valves in mice

RASA1, a negative regulator of the Ras-mitogen-activated protein kinase (MAPK) signaling pathway, is essential for the development and maintenance of lymphatic vessel (LV) valves. However, whether RASA1 is required for the development and maintenance of lymphovenous valves (LVV) and venous valves (VV) is unknown. In this study we show that induced endothelial cell (EC)-specific disruption of Rasa1 in mid-gestation mouse embryos did not affect initial specification of LVV or central VV but did affect their continued development. Similarly, switch to expression of a catalytically inactive form of RASA1 resulted in impaired LVV and VV development. Blocked development of LVV in RASA1-deficient embryos was associated with accumulation of the basement membrane protein, collagen IV, in LVV-forming EC and could be partially or completely rescued by MAPK inhibitors and drugs that promote collagen IV folding. Disruption of Rasa1 in adult mice resulted in venous hypertension and impaired VV function that was associated with loss of EC from VV leaflets. In conclusion, RASA1 functions as a negative regulator of Ras signaling in EC that is necessary for EC export of collagen IV, thus permitting the development of LVV and the development and maintenance of VV.

developmental biology↗

Integrated profiling of single cell epigenomic and transcriptomic landscape of Parkinson's disease mouse brain

Parkinsons disease (PD) is a neurodegenerative disease leading to the impairment of execution of movement. PD pathogenesis has been largely investigated, but either restricted in bulk level or at certain cell types, which failed to capture cellular heterogeneity and intrinsic interplays among distinct cell types. To overcome this, we applied single-nucleus RNA-seq and single cell ATAC-seq on cerebellum, midbrain and striatum of PD mouse and matched control. With 74,493 cells in total, we comprehensively depicted the dysfunctions under PD pathology covering proteostasis, neuroinflammation, calcium homeostasis and extracellular neurotransmitter homeostasis. Besides, by multi-omics approach, we identified putative biomarkers for early stage of PD, based on the relationships between transcriptomic and epigenetic profiles. We located certain cell types that primarily contribute to PD early pathology, narrowing the gap between genotypes and phenotypes. Taken together, our study provides a valuable resource to dissect the molecular mechanism of PD pathogenesis at single cell level, which could facilitate the development of novel methods regarding diagnosis, monitoring and practical therapies against PD at early stage.

cell biology↗

Dynamic evolution of great ape Y chromosomes

The mammalian male-specific Y chromosome plays a critical role in sex determination and male fertility. However, because of its repetitive and haploid nature, it is frequently absent from genome assemblies and remains enigmatic. The Y chromosomes of great apes represent a particular puzzle: their gene content is more similar between human and gorilla than between human and chimpanzee, even though human and chimpanzee shared a more recent common ancestor. To solve this puzzle, here we constructed a dataset including Ys from all extant great ape genera. We generated assemblies of bonobo and orangutan Ys, from short and long sequencing reads, and aligned them with the publicly available human, chimpanzee and gorilla Y assemblies. Analyzing this dataset, we found that the genus Pan, including chimpanzee and bonobo, experienced accelerated substitution rates. Additionally, Pan also exhibited elevated gene death rates. These observations are consistent with high levels of sperm competition in Pan. Furthermore, we inferred that the great ape common ancestor already possessed multi-copy sequences homologous to most human and chimpanzee palindromes. Nonetheless, each species also acquired distinct ampliconic sequences. We also detected increased chromatin contacts between and within palindromes (from Hi-C data), likely facilitating gene conversion and structural rearrangements. Moreover, our ENCODE data analysis suggested that Y palindromes exist to promote gene conversion preventing degradation of not only genes, as is commonly believed, but also gene regulatory sites. Our results highlight the dynamic mode of Y chromosome evolution, and open avenues for studies of male-specific dispersal in endangered great ape species.

evolutionary biology↗

Rare protein coding variants implicate genes involved in risk of suicide death

Suicide death is a worldwide health crisis, claiming close to 800,000 lives per year. Recent evidence suggests that prediction and prevention challenges may be aided by discoveries of genetic risk factors. Here we focus on the role of rare (MAF <1%), putatively functional single nucleotide polymorphisms (SNPs) in suicide death using the large genetic resources available in the Utah Suicide Genetic Risk Study (USGRS). We conducted a single-variant association analysis of 30,377 rare putatively functional SNPs present on the PsychArray genotyping array in 2,672 USGRS suicides of non-Finnish European (NFE) ancestry and 51,583 publicly available NFE controls from gnomAD, with additional follow-up analyses using an independent control sample of 21,324 NFE controls from the Psychiatric Genomics Consortium. SNPs underwent rigorous quality control, and among SNPs meeting significance thresholds, we considered only those that were validated in sequence data. We identified five novel, high-impact, rare SNPs with significant associations with suicide death (SNAPC1, rs75418419; TNKS1BP1, rs143883793; ADGRF5, rs149197213; PER1, rs145053802; and ESS2, rs62223875). Both PER1 and SNAPC1 have other supporting gene-level evidence of suicide risk, and an association with bipolar disorder has been reported for PER1 and with schizophrenia for PER1, TNKS1BP1, and ESS2. Three genes (PER1, TNKS1BP1, and ADGRF5), with additional genes implicated by GWAS studies on suicidal behavior, showed significant enrichment in immune system, homeostatic and signal transduction processes. Pain, depression, and accidental trauma were the most prevalent phenotypes in electronic medical record data for the categories assessed. These findings suggest an important role for rare variants in suicide risk and provide new insights into the genetic architecture of suicide death. Furthermore, we demonstrate the added utility of careful assessment of genotyping arrays in rare variant discovery.

genetics↗

Single cell atlas of trisomy 21 cerebral cortex

Down syndrome (DS) is one of the most common human birth defects caused by trisomy 21 (T21), leading to a variety of cognitive impairments. The cellular composition of human brain has been explored using single cell RNA sequencing in both physiological and pathological conditions. However, the cellular heterogeneity of human brain with chromosome aneuploidy is largely unknown. Here, we profiled the transcriptome of 36046 cells in cerebral cortex of T21 human fetus, covering frontal lobe, parietal lobe, occipital lobe and temporal lobe. Intriguingly, we detected several genes positively associated with neurons maturation was dysregulated in T21 frontal cortex (HIC2, POU2F2, ZGLP1 and FOXK1). To share, explore and utilized the data resources of T21 cerebral cortex, we developed a comprehensive platform named T21atlas, composing of two functional modules (T21cluster and T21talk). Overall, our study provides, as far as we know, the first single cell atlas for T21 cerebral cortex, which could promote our understanding of the molecular mechanism of DS at an unprecedented resolution and could potentially facilitate the development of novel clinical therapeutics against T21.

neuroscience↗

Vineyard ecosystems are structured and distinguished by fungal communities impacting the flavour and quality of wine

The flavours of foods and beverages are formed by the agricultural environment where the plants are grown. In the case of wine, the location and environmental features of the vineyard site imprint the wine with distinctive aromas and flavours. Microbial growth and metabolism play an integral role in wine production from the vineyard to the winery, by influencing grapevine health, wine fermentation, and the flavour, aroma and quality of finished wines. The mechanism by which microbial distribution patterns drive wine metabolites is unclear and while flavour has been correlated with bacterial composition for red wines, bacterial activity provides a minor biochemical conversion in wine fermentation. Here, we collected samples across six distinct winegrowing areas in southern Australia to investigate regional distribution patterns of both fungi and bacteria and how this corresponds with wine aroma compounds. Results show that soil and must microbiota distinguish winegrowing regions and are related to wine chemical profiles. We found a strong relationship between microbial and wine metabolic profiles, and this relationship was maintained despite differing abiotic drivers (soil properties and weather/ climatic measures). Notably, fungal communities played the principal role in shaping wine aroma profiles and regional distinctiveness. We found that the soil microbiome is a potential source of grape- and must-associated fungi, and therefore the weather and soil conditions could influence the wine characteristics via shaping the soil fungal community compositions. Our study describes a comprehensive scenario of wine microbial biogeography in which microbial diversity responds to surrounding environments and ultimately sculpts wine aromatic characteristics. These findings provide perspectives for thoughtful human practices to optimise food and beverage flavour and composition through understanding of fungal activity and abundance.

microbiology↗

TGFβ superfamily signaling regulates the state of human stem cell pluripotency and competency to create telencephalic organoids

Telencephalic organoids generated from human pluripotent stem cells (hPSCs) are emerging as an effective system to study the distinct features of the developing human brain and the underlying causes of many neurological disorders. While progress in organoid technology has been steadily advancing, many challenges remain including rampant batch-to-batch and cell line-to-cell line variability and irreproducibility. Here, we demonstrate that a major contributor to successful cortical organoid production is the manner in which hPSCs are maintained prior to differentiation. Optimal results were achieved using fibroblast-feeder-supported hPSCs compared to feeder-independent cells, related to differences in their transcriptomic states. Feeder-supported hPSCs display elevated activation of diverse TGF{beta} superfamily signaling pathways and increased expression of genes associated with naive pluripotency. We further identify combinations of TGF{beta}-related growth factors that are necessary and together sufficient to impart broad telencephalic organoid competency to feeder-free hPSCs and enable reproducible formation of brain structures suitable for disease modeling. HIGHLIGHTSO_LIhPSC maintenance conditions influence outcomes in cortical organoid formation C_LIO_LIIdentification of an intermediate pluripotency state optimal for cortical organoids C_LIO_LIFeeder support involves activation of diverse TGF{beta} signaling pathways C_LIO_LIThe organoid-promoting effects of feeders can be mimicked by a TGF{beta} factor mixture C_LI

developmental biology↗

Single cell atlas of domestic pig brain illuminates the conservation and divergence of cell types at spatial and species levels

Domestic pig (Sus scrofa domesticus) has drawn much attention from researchers worldwide due to its implications in evolutionary biology, regenerative medicine and agriculture. The brain atlas of Homo sapiens (primate), Mus musculus (rodent), Danio rerio (fish) and Drosophila melanogaster (insect) have been constructed at single cell resolution, however, the cellular compositions of pig brain remain largely unexplored. In this study, we investigated the single-cell transcriptomic profiles of five distinct regions of domestic pig brain, from which we identified 21 clusters corresponding to six major cell types, characterized by unique spectrum of gene expression. By spatial comparison, we identified cell types enriched or depleted in certain brain regions. Inter-species comparison revealed cell-type similarities and divergences in hypothalamus between mouse and pig, providing invaluable resources for the evolutionary exploration of brain functions at single cell level. Besides, our study revealed cell types and molecular pathways closely associated with several diseases (obesity, anorexia, bulimia, epilepsy, intellectual disability, and autism spectrum disorder), bridging the gap between gene mutations and pathological phenotypes, which might be of great use to the development precise therapies against neural system disorders. Taken together, we reported, so far as we know, the first single cell brain atlas of Sus scrofa domesticus, followed by comprehensive comparisons across brain region and species, which could throw light upon future evo-devo, regenerative medicine, and agricultural studies.

bioinformatics↗