학술논문

Classification of electrophysiological and morphological neuron types in the mouse visual cortex
Document Type
Original Paper
Author
Gouwens, Nathan W.Sorensen, Staci A.Berg, JimLee, ChangkyuJarsky, TimTing, JonathanSunkin, Susan M.Feng, DavidAnastassiou, Costas A.Barkan, ElizaBickley, KrisBlesie, NicoleBraun, ThomasBrouner, KrissyBudzillo, AgataCaldejon, ShiellaCasper, TamaraCastelli, DanChong, PeterCrichton, KirstenCuhaciyan, ChristineDaigle, Tanya L.Dalley, RachelDee, NickDesta, TsegaDing, Song-LinDingman, SamuelDoperalski, AlyseDotson, NadezhdaEgdorf, TomFisher, Michaelde Frates, Rebecca A.Garren, EmmaGarwood, MarissaGary, AmandaGaudreault, NathalieGodfrey, KeithGorham, MelissaGu, HongHabel, CarolineHadley, KristenHarrington, JamesHarris, Julie A.Henry, AlexHill, DiJonJosephsen, SamKebede, SaraKim, LisaKroll, MatthewLee, BrianLemon, TracyLink, Katherine E.Liu, XiaoxiaoLong, BrianMann, RustyMcGraw, MedeaMihalas, StefanMukora, AliceMurphy, Gabe J.Ng, LindsayNgo, KietNguyen, Thuc NghiNicovich, Philip R.Oldre, AaronPark, DanielParry, SheanaPerkins, JedPotekhina, LydiaReid, DavidRobertson, MirandaSandman, DavidSchroedter, MartinSlaughterbeck, CliffSoler-Llavina, GilbertoSulc, JosefSzafer, AaronTasic, BosiljkaTaskin, NazTeeter, CorinneThatra, NivrettaTung, HermanWakeman, WayneWilliams, GraceYoung, RobZhou, ZhiFarrell, ColinPeng, HanchuanHawrylycz, Michael J.Lein, EdNg, LydiaArkhipov, AntonBernard, AmyPhillips, John W.Zeng, HongkuiKoch, Christof
Source
Nature Neuroscience. 22(7):1182-1195
Subject
Language
English
ISSN
1097-6256
1546-1726
Abstract
Understanding the diversity of cell types in the brain has been an enduring challenge and requires detailed characterization of individual neurons in multiple dimensions. To systematically profile morpho-electric properties of mammalian neurons, we established a single-cell characterization pipeline using standardized patch-clamp recordings in brain slices and biocytin-based neuronal reconstructions. We built a publicly accessible online database, the Allen Cell Types Database, to display these datasets. Intrinsic physiological properties were measured from 1,938 neurons from the adult laboratory mouse visual cortex, morphological properties were measured from 461 reconstructed neurons, and 452 neurons had both measurements available. Quantitative features were used to classify neurons into distinct types using unsupervised methods. We established a taxonomy of morphologically and electrophysiologically defined cell types for this region of the cortex, with 17 electrophysiological types, 38 morphological types and 46 morpho-electric types. There was good correspondence with previously defined transcriptomic cell types and subclasses using the same transgenic mouse lines.
Gouwens et al. established a morpho-electrical taxonomy of cell types for the mouse visual cortex via unsupervised clustering analysis of multiple quantitative features from 1,938 neurons available online at the Allen Cell Types Database.