h1. Cell Types Data


h2. Searching the Database

With the initial launch of the Allen Cell Types Database, we include electrophysiological recordings from 248 individual cells, a sub-set of which also include [morphological|#Morphology] reconstruction and [#Neuronal Models]. To search this database, enable specific [filter parameters|#Filters] by selecting from the "Filters" menu. By {imagepopup:ImageName=DefaultListing.jpg}default{imagepopup} only a sub-set of these cells are listed; however, you can alter the sub-set of cells represented by clicking on the "More Options+" link and selecting from categories that include "Dendrite Type", "Morphology", "Models" and "Apical Dendrite".


h3. Filters

To filter the neurons in your list of results select from the [mouse line|#Mouse Lines], the cortical [layer|#Layers], and the hemisphere (left, right or either). You can {imagepopup:ImageName=Sortby.jpg}sort{imagepopup} the results by the electrophysiological or morphological [features|#Cell Feature Filters].

h4. Mouse Lines

Whole cell current clamp recordings were made from cells expressing the fluorescent molecule, tdTomato. Fluorescent cells were cre-positive cells from one of the transgenic lines described below. 

!FilterMouseLine.JPG|border=1,align=left,hspace=10!  *Rorb-IRES2-Cre*-Strong expression in the zonal layer of the superior colliculus and subregions of thalamus. Dense, patchy expression in layer 4 and sparse expression in layer 5 and 6 in cortex. Also expressed in trigeminal nucleus and small patches of cells in cerebellum. View [transgenic characterization|http://connectivity/projection/experiment/ivt?id=301583889,267224431,264031444,264031653,182020425,182020206,264031074,264033441,264033655,264030251,264030601&popup=true].
*Scnn1a-Tg2-Cre*-Reporter expression in sparse and/or restricted regions of cortex (layer 4), thalamus, midbrain, medulla, pons, and cerebellum. View [transgenic characterization|http://connectivity/projection/experiment/ivt?id=263241470,81437122,81439484,81582731,80926425,81578090,81093825,81268764&popup=true].
*Scnn1a-Tg3-Cre*-Enriched in cortical layer 4 and in restricted populations within cortex, thalamus, and in cerebellum. View [transgenic characterization|http://connectivity/projection/experiment/ivt?id=183374804,180301742,180301668,156347914,81747435,81582728,81657993,146453657,146453730,127171291,127170789,146453583,81709690,100142254,81448973,81093827,81578088,112199140,112199214&popup=true].
*Nr5a1-Cre*-Expressed in restricted populations within the hypothalamus (ventromedial hypothalamus), and in cortical layer 4. View [transgenic characterization|http://connectivity/projection/experiment/ivt?id=265929196,180300351,180304278,180302247,100146209,180301816,100138023,100138110,100132446,100132445,100138602,100140741,100141521,182677985,100140743,304700386,304700172,182682473,182682547,100134122,182682697,100140619,182677483,304701028,304700600,304700814,311808558,311808992,313181420,313181636&popup=true].
*Rbp4-Cre_KL100*-Enriched in cortical layer 5 and the dentate gyrus. View [transgenic characterization|http://connectivity/projection/experiment/ivt?id=166082128,127175265,167642756,180303012,127175627,146454705,146455572,146455334,127172728,127173967,117285137,117277436&popup=true].
*Ntsr1-Cre*-Specific to cortical layer 6 neurons. View [transgenic characterization|http://connectivity/projection/experiment/ivt?id=120584036,113103581,100147520,81747432,81582764,100141762,100141758,100132444,100132443,100141519,100134098,100134102,81709682,100142255,81578128&popup=true].
*Sst-IRES-Cre*-Strong scattered expression throughout the brain. Localized areas of enrichment include restricted populations in thalamus, amygdala, midbrain, hindbrain, cortical subplate, and Purkinje cell layer. View [transgenic characterization|http://connectivity/projection/experiment/ivt?id=277800995,182530118,167643437,180310397,294350762,156350398,159123971,159120103,308604125,308052901,311809427,313182934&popup=true].
*Pvalb-IRES-Cre*-Expressed in restricted and/or sparse populations within the cerebellum, medulla, pons, midbrain, cortex, hippocampus, thalamus, and striatum. View [transgenic characterization|http://connectivity/projection/experiment/ivt?id=166562678,111192541,81747438,81657975,81747441,81657984,100134103,100130498,100130508,100117968,100117976,100141217,100141536,81658021,81721696,81721692,81709692,100144576,100144585,100144587,100144584&popup=true].
*Htr3a-Cre_NO152*-Reporter expression is detected in a subset of cortical interneurons. Enrichment is also detected in restricted populations within olfactory areas, pallidum, hypothalamus, pons, medulla, and cerebellum. View [transgenic characterization|http://connectivity/projection/experiment/ivt?id=305489377,309712164,308053975,308054194,308607812,308608605&popup=true].
*Gad2-IRES-Cre*-Specific to GABAergic neurons. Enriched in the striatum, piriform cortex, and within restricted populations in the thalamus, hypothalamus, cerebellum, olfactory areas, and GABAergic interneurons of the cortex. View [transgenic characterization|http://connectivity/projection/experiment/ivt?id=167511639,100142491,100134108,100134111,100130475,100130474,100117967,100141535,100134107,100130479,100141727,308606913,100130499,308053761,100140886,100126201,313181852,311809644&popup=true].

h4. Layer

Search results can be filtered by cortical layer by selecting one or more layers from the drop-down menu. 

h3. Cell Feature Filters

While many distinct electrophysiological features were recorded and/or calculated from each cell, only a few features were called out in the web application. To see the other features, please read the Electrophysiology whitepaper in the "[celltypes:Documentation]" tab and/or [download the data|celltypes:API] from the Allen SDK.

When you have selected the "{imagepopup:ImageName=EphysFeatures.jpg}Electrophysiology{imagepopup}" Mode, six features are illustrated in the [#Parallel Coordinate Plot]: Upstroke/Downstroke Ratio, Fast AP Trough, FI Curve Slope, Rheobase, Ramp AP Time and Resting Vm. When the "{imagepopup:ImageName=MorphFeat.jpg}Electrophysiology + Morphology{imagepopup}" Mode is selected, again only six features are shown: four electrophysiology features; Upstroke/Downstroke Ratio, FI Curve Slope, Rheobase and Resting Vm, as well as two Morphology features: Max Distance and # Stems.


h4. Upstroke/Downstroke Ratio

!highvslowratio.jpg|align=right,border=1! The ratio between the absolute values of the action potential peak upstroke and the action potential peak downstroke. _Action potential peak upstroke:_ The maximum rate of change between the action potential threshold and the action potential peak. _Action potential peak downstroke:_ The minimum rate of change between the action potential peak and the action potential trough.

This value gives us an indication of the amount of time a cell takes to recover after an Action Potential. An example of the difference between a high and a low ratio is demonstrated here.

h4. Fast AP Trough

Minimum value of the membrane potential in the interval lasting 5 ms after the peak.

This value gives us an indication of the kinds of ion channels that are present in a cell. {color:red}*JB - how is this different from an after hyperpolerization*{color}

h4. FI Curve Slope

While some of the features we have represented in the application probe the firing patterns of single action potentials, we also calculated features based on multiple sweeps of the cell. The F/I Curve Slope is the slope calculated in the dynamic range of a plot of the number of spikes per sec vs. the current injected into the cell (in mA). This value indicates the number of action potentials per unit of current injection and probes the excitability and the firing pattern of a cell.


h4. Rheobase

h4. Ramp AP Time

h4. Resting Vm

h3. Stimulus Types

Different sets of stimulation waveforms were used in order to:

# Interrogate intrinsic membrane mechanisms that underlie the input/output function of neurons
## Linear and non-linear subthreshold properties
## Action potential initiation and propagation
## Afterhyperpolarization/afterdepolarization
# Understand aspects of neural response properties in vivo
## Stimulation frequency dependence (theta vs. gamma) of spike initiation mechanisms
## Ion channel states due to different resting potentials in vivo
# Construct and test computational models of varying complexity emulating the neural response to stereotyped stimuli
## Generalized leaky-integrate-and-fire (GLIF) models
## Biophysically and morphologically realistic conductance-based compartmental models



h2. Electrophysiology

h3. Neuronal Models

The Allen Cell Types Database contains two types of neuronal models:  perisomatic biophysical models and generalized leaky integrate-and-fire  (GLIF) models.  These models attempt to mathematically reproduce a  cell's recorded response to a current injection.  The perisomatic  biophysical models take into account dendritic morphological structure,  whereas GLIF models are simple point neuron models which represent the  neuron as a single compartment.

There are five levels of GLIF models with increasing levels of  complexity.  The most basic model is a simple leaky integrate-and-fire  equation.  More advanced GLIFs attempt to model variable spike  threshold, afterspike currents, and threshold adaptation. 
|| Model Name \\ || Description \\ ||
| 1. *Leaky Integrate and Fire (LIF)* \\ | Standard circuit representation of a resistor and capacitor in parallel with a leaky membrane. \\ |
| 2. *LIF + Reset Rules (LIF-R)* \\ | LIF with biologically-derived threshold and voltage reset rules in addition to a biologically derived threshold decay. \\ |
| 3. *LIF + Afterspike Currents (LIF-ASC)* \\ | LIF with spike-induced currents to model long-term effects of voltage-activated ion channels. \\ |
| 4. *LIF-R + Afterspike Currents (LIF-R-ASC)* \\ | LIF with additional Reset Rules and Afterspike Currents. \\ |
| 5. *LIF-R-ASC + Threshold Adaptation (LIF-R-ASC-A)* \\ | All of the above, with an additional voltage-dependent component of threshold. \\ |
| *Biophysical-Perisomatic* \\ | Models with active conductances at the soma and passive dendritic morphology based on full 3D reconstruction. |

h4. Generalized Leaky-Integrate-and-Fire (GLIF) Models

h4. Biophysical Models - Perisomatic

h2. Morphology