Comparative cellular analysis of motor cortex in human, marmoset and mouse.
Trygve E BakkenNikolas L JorstadQiwen HuBlue B LakeWei TianBrian E KalmbachMegan CrowRebecca D HodgeFenna M KrienenStaci A SorensenJeroen EggermontZizhen YaoBrian D AevermannAndrew I AldridgeAnna BartlettDarren BertagnolliTamara CasperRosa G CastanonKirsten CrichtonTanya L DaigleRachel DalleyNick DeeNikolai C DembrowDinh DiepSong-Lin DingWeixiu DongRongxin FangStephan FischerMelissa GoldmanJeff GoldyLucas T GrayBrian R HerbXiaomeng HouJayaram KancherlaMatthew KrollKanan LathiaBaldur van LewYang Eric LiChristine S LiuHanqing LiuJacinta D LuceroAnup A MahurkarDelissa McMillenJeremy A MillerMarmar MoussaJoseph R NeryPhilip R NicovichSheng-Yong NiuJoshua OrvisJulia K OsteenScott OwenCarter R PalmerTrangthanh H PhamNongluk PlongthongkumOlivier PoirionNora M ReedChristine RimorinAngeline RivkinWilliam J RomanowAdriana E Sedeño-CortésKimberly SilettiSaroja SomasundaramJosef SulcMichael TieuAmy TorkelsonHerman TungXinxin WangFangming XieAnna Marie YannyRenee ZhangSeth A AmentM Margarita BehrensHector Corrada BravoJerold ChunAlexander DobinJesse GillisRonna HertzanoPatrick R HofThomas HölltGregory D HorwitzC Dirk KeenePeter V KharchenkoAndrew L KoBoudewijn P F LelieveldtChongyuan LuoEran A MukamelAntónio Pinto-DuarteSebastian PreisslAviv RegevBing RenRichard H ScheuermannKimberly A SmithWilliam J SpainOwen R WhiteChristof KochMichael J HawrylyczBosiljka TasicEvan Z MacoskoSteven A McCarrollJonathan T TingHongkui ZengKun ZhangGuoping FengJoseph R EckerSten LinnarssonEd S LeinPublished in: Nature (2021)
The primary motor cortex (M1) is essential for voluntary fine-motor control and is functionally conserved across mammals1. Here, using high-throughput transcriptomic and epigenomic profiling of more than 450,000 single nuclei in humans, marmoset monkeys and mice, we demonstrate a broadly conserved cellular makeup of this region, with similarities that mirror evolutionary distance and are consistent between the transcriptome and epigenome. The core conserved molecular identities of neuronal and non-neuronal cell types allow us to generate a cross-species consensus classification of cell types, and to infer conserved properties of cell types across species. Despite the overall conservation, however, many species-dependent specializations are apparent, including differences in cell-type proportions, gene expression, DNA methylation and chromatin state. Few cell-type marker genes are conserved across species, revealing a short list of candidate genes and regulatory mechanisms that are responsible for conserved features of homologous cell types, such as the GABAergic chandelier cells. This consensus transcriptomic classification allows us to use patch-seq (a combination of whole-cell patch-clamp recordings, RNA sequencing and morphological characterization) to identify corticospinal Betz cells from layer 5 in non-human primates and humans, and to characterize their highly specialized physiology and anatomy. These findings highlight the robust molecular underpinnings of cell-type diversity in M1 across mammals, and point to the genes and regulatory pathways responsible for the functional identity of cell types and their species-specific adaptations.
Keyphrases
- single cell
- gene expression
- dna methylation
- rna seq
- transcription factor
- high throughput
- genome wide
- cell therapy
- endothelial cells
- deep learning
- computed tomography
- machine learning
- metabolic syndrome
- type diabetes
- signaling pathway
- induced apoptosis
- magnetic resonance
- adipose tissue
- bone marrow
- brain injury
- skeletal muscle
- insulin resistance
- magnetic resonance imaging
- stem cells
- clinical practice
- high frequency
- pluripotent stem cells