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		<description>Computational Biology, Neuroscience, Genomics, Transcriptomics, Machine Learning
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		<link>https://ashwinikumarkulkarni.github.io/</link>
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		<lastBuildDate>Mon, 30 Jun 2025 00:00:00 +0000</lastBuildDate>
		
		
            
                <item>
                    <title>Human CLOCK enhances neocortical function</title>
                    
                        <description>&lt;p&gt;&lt;strong&gt;Published at Nature Neuroscience, Jun 2025.&lt;/strong&gt; &lt;br /&gt;
&lt;strong&gt;&lt;a target=&quot;_blank&quot; href=&quot;https://doi.org/10.1038/s41593-025-01993-4&quot;&gt;doi.org/10.1038/s41593-025-01993-4&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The transcription factor CLOCK is ubiquitously expressed and important for circadian rhythms, while its human-specific expression in neocortex suggests additional functions. Here, we generated a mouse model (HU) that recapitulates human cortical expression of CLOCK. The HU mice show enhanced cognitive flexibility, which might be associated with alteration in spatiotemporal expression of CLOCK. Cell-type-specific genomic profiling identified upregulated genes related to dendritic growth and spine formation in excitatory neurons of HU mice. We also found that excitatory neurons in HU mice have increased dendritic complexity and spine density, and a greater frequency of excitatory postsynaptic currents, suggesting a greater abundance of neural connectivity. In contrast, CLOCK knockout in human induced pluripotent stem cell-derived neurons showed reduced complexity of dendrites and lower density of presynaptic puncta. Together, our data demonstrate that CLOCK might have evolved brain-relevant gains of function via altered spatiotemporal gene expression and that these functions may underlie human brain specializations.&lt;/p&gt;
</description>
                    <pubDate>Mon, 30 Jun 2025 00:00:00 +0000</pubDate>
                    <link>https://ashwinikumarkulkarni.github.io/2025/06/30/humanclock-natneu.html</link>
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                    <title>Stimulation modulates cell assemblies linked with gene networks in the human temporal cortex ex vivo</title>
                    
                        <description>&lt;p&gt;&lt;strong&gt;Published at Nature Neuroscience, Jun 2025.&lt;/strong&gt; &lt;br /&gt;
&lt;strong&gt;&lt;a target=&quot;_blank&quot; href=&quot;https://doi.org/10.1101/2025.06.25.661589&quot;&gt;doi.org/10.1101/2025.06.25.661589&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Deep brain stimulation of the temporal cortex can enhance learning and memory in the face of cognitive impairment. Despite the potential of such therapies, the neural and genetic mechanisms underlying the effect of stimulation on human brain circuits are not understood. To explicate direct mechanisms of neural modulation elicited by brain stimulation, we developed an ex vivo approach utilizing microelectrode array stimulation and recording of resected temporal cortex from neurosurgical patients. We find that stimulation preferentially increases firing rates in pyramidal cells compared to interneurons and also strengthens cell assemblies. Using single cell multiomics, we link the observed physiological changes to cell type-specific gene expression patterns. We detail gene regulatory networks that indicate preferential involvement of specific excitatory neuron subtypes and the response of non-neurons. We conclude that the overall impact of stimulation on the human temporal cortex is activation of specific excitatory neurons and enhanced cell assembly activity, and that these changes are supported by gene networks involving immediate early, synaptic, and ion channel genes. Our findings establish a foundation to identify targetable cell type-specific genetic signatures that may be harnessed for therapeutic benefit in future neuromodulation strategies.&lt;/p&gt;
</description>
                    <pubDate>Wed, 25 Jun 2025 00:00:00 +0000</pubDate>
                    <link>https://ashwinikumarkulkarni.github.io/2025/06/25/dbsmea-elife.html</link>
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                <item>
                    <title>Sleep need driven oscillation of glutamate synaptic phenotype</title>
                    
                        <description>&lt;p&gt;&lt;strong&gt;Published at Nature Neuroscience, Jun 2025.&lt;/strong&gt; &lt;br /&gt;
&lt;strong&gt;&lt;a target=&quot;_blank&quot; href=&quot;https://doi.org/10.7554/eLife.98280.4&quot;&gt;doi.org/10.7554/eLife.98280.4&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Sleep loss increases AMPA-synaptic strength and number in the neocortex. However, this is only part of the synaptic sleep loss response. We report an increased AMPA/NMDA EPSC ratio in frontal-cortical pyramidal neurons of layers 2–3. Silent synapses are absent, decreasing the plastic potential to convert silent NMDA to active AMPA synapses. These sleep loss changes are recovered by sleep. Sleep genes are enriched for synaptic shaping cellular components controlling glutamate synapse phenotype, overlap with autism risk genes, and are primarily observed in excitatory pyramidal neurons projecting intra-telencephalically. These genes are enriched with genes controlled by the transcription factor, MEF2c, and its repressor, HDAC4. Sleep genes can thus provide a framework within which motor learning and training occur mediated by the sleep-dependent oscillation of glutamate-synaptic phenotypes.&lt;/p&gt;
</description>
                    <pubDate>Fri, 14 Feb 2025 00:00:00 +0000</pubDate>
                    <link>https://ashwinikumarkulkarni.github.io/2025/02/14/sleepneed-elife.html</link>
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                    <title>Resilience to Endoplasmic Reticulum Stress Mitigates Calcium-Dependent Membrane Hyperexcitability Underlying Late Disease Onset in SCA6</title>
                    
                        <description>&lt;p&gt;&lt;strong&gt;Published at Nature Neuroscience, Jun 2025.&lt;/strong&gt; &lt;br /&gt;
&lt;strong&gt;&lt;a target=&quot;_blank&quot; href=&quot;https://doi.org/10.1101/2025.01.27.635103&quot;&gt;doi.org/10.1101/2025.01.27.635103&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;An enduring puzzle in many inherited neurological disorders is the late onset of symptoms despite expression of function-impairing mutant protein early in life. We examined the basis for onset of impairment in Spinocerebellar ataxia type 6 (SCA6), a canonical late-onset neurodegenerative ataxia which results from a polyglutamine expansion in the voltage gated calcium channel, Cav2.1. Cerebellar Purkinje cell spiking abnormalities are seen concurrent with motor impairment in SCA6 mice but the basis for these changes in spiking is unknown. We identify endoplasmic reticulum (ER) calcium depletion as the cause for Purkinje cell spiking abnormalities and that the impairments in Purkinje cell spiking are unrelated to Cav2.1 ion-flux function. Further, intact inhibitory neurotransmission in the cerebellar cortex is necessary for Purkinje neurons to exhibit spiking abnormalities in SCA6 mice. Based on serial cerebellar transcriptome analysis, we define a mechanism of disease that is related to ER stress. Further, our studies support a model whereby proteotoxicity from misfolded mutant Cav2.1 is mitigated by a HSP90-dependent unfolded protein response (UPR) and that age-related breakdown of this response causes motor dysfunction and aberrant Purkinje cell spiking. Redundant pathways of the UPR mediate this resilience to ER stress. These studies elucidate a mechanism of resilience connecting aberrant proteostasis and calcium-dependent intrinsic membrane hyperexcitability to explain delayed disease onset more widely in age-dependent neurodegenerative disease.&lt;/p&gt;
</description>
                    <pubDate>Tue, 28 Jan 2025 00:00:00 +0000</pubDate>
                    <link>https://ashwinikumarkulkarni.github.io/2025/01/28/erstress-biorxiv.html</link>
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                <item>
                    <title>Pre- and Postsynaptic MEF2C Promotes Experience-Dependent, Input-Specific Development of Cortical Layer 4 to Layer 2/3 Excitatory Synapses and Regulates Activity-Dependent Expression of Synaptic Cell Adhesion Molecules</title>
                    
                        <description>&lt;p&gt;&lt;strong&gt;Published at Nature Neuroscience, Jun 2025.&lt;/strong&gt; &lt;br /&gt;
&lt;strong&gt;&lt;a target=&quot;_blank&quot; href=&quot;https://doi.org/10.1523/JNEUROSCI.0098-24.2024&quot;&gt;doi.org/10.1523/JNEUROSCI.0098-24.2024&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Experience- and activity-dependent transcription is a candidate mechanism to mediate development and refinement of specific cortical circuits. Here, we demonstrate that the activity-dependent transcription factor myocyte enhancer factor 2C (MEF2C) is required in both presynaptic layer (L) 4 and postsynaptic L2/3 mouse (male and female) somatosensory (S1) cortical neurons for development of this specific synaptic connection. While postsynaptic deletion of Mef2c weakens L4 synaptic inputs, it has no effect on inputs from local L2/3, contralateral S1, or the ipsilateral frontal/motor cortex. Similarly, homozygous or heterozygous deletion of Mef2c in presynaptic L4 neurons weakens L4 to L2/3 excitatory synaptic inputs by decreasing presynaptic release probability. Postsynaptic MEF2C is specifically required during an early postnatal, experience-dependent, period for L4 to L2/3 synapse function, and expression of transcriptionally active MEF2C (MEF2C-VP16) rescues weak L4 to L2/3 synaptic strength in sensory-deprived mice. Together, these results suggest that experience- and/or activity-dependent transcriptional activation of MEF2C promotes development of L4 to L2/3 synapses. Additionally, MEF2C regulates the expression of many pre- and postsynaptic genes in postnatal cortical neurons. Interestingly, MEF2C was necessary for activity-dependent expression of many presynaptic genes, including those that function in transsynaptic adhesion and neurotransmitter release. This work provides mechanistic insight into the experience-dependent development of specific cortical circuits.&lt;/p&gt;
</description>
                    <pubDate>Sun, 24 Nov 2024 00:00:00 +0000</pubDate>
                    <link>https://ashwinikumarkulkarni.github.io/2024/11/24/mef2c-jneuro.html</link>
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                <item>
                    <title>NPAS4 regulates the transcriptional response of the suprachiasmatic nucleus to light and circadian behavior</title>
                    
                        <description>&lt;p&gt;&lt;strong&gt;Published at Neuron, Oct 2021.&lt;/strong&gt; &lt;br /&gt;
&lt;strong&gt;&lt;a target=&quot;_blank&quot; href=&quot;https://doi.org/10.1016/j.neuron.2021.07.026&quot;&gt;doi.org/10.1016/j.neuron.2021.07.026&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The suprachiasmatic nucleus (SCN) is the master circadian pacemaker in
mammals and is entrained by environmental light. However, the molecular basis of the
response of the SCN to light is not fully understood. We used RNA/Chromatin
Immunoprecipitation/single-nucleus sequencing with circadian behavioral assays to
identify mouse SCN cell types and to explore their responses to light. We identified
three peptidergic cell types that responded to light in the SCN: (arginine vasopressin
[AVP], vasoactive intestinal peptide [VIP], and cholecystokinin [CCK]). In each cell type,
light-responsive subgroups were enriched for expression of Neuronal PAS Domain
Protein 4 (NPAS4) target genes. Further, mice lacking Npas4 had a longer circadian
period in constant conditions, a damped phase response curve to light, and reduced
light-induced gene expression in the SCN. Together, our data indicate that NPAS4 is
necessary for normal transcriptional responses to light in the SCN and is critical for
photic phase-shifting of circadian behavior.&lt;/p&gt;
</description>
                    <pubDate>Wed, 20 Oct 2021 00:00:00 +0000</pubDate>
                    <link>https://ashwinikumarkulkarni.github.io/2021/10/20/scn-neuron.html</link>
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                <item>
                    <title>Resolving cellular and molecular diversity along the hippocampal anterior-to-posterior axis in humans</title>
                    
                        <description>&lt;p&gt;&lt;strong&gt;Published at Neuron, July 2021.&lt;/strong&gt;&lt;br /&gt;
&lt;strong&gt;&lt;a target=&quot;_blank&quot; href=&quot;https://doi.org/10.1016/j.neuron.2021.05.003&quot;&gt;doi.org/10.1016/j.neuron.2021.05.003&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The hippocampus supports many facets of cognition, including learning, memory, and emotional processing. Anatomically, the hippocampus runs along a longitudinal axis, posterior to anterior in primates. The structure, function, and connectivity of the hippocampus vary along this axis. In human hippocampus, longitudinal functional heterogeneity remains an active area of investigation, and structural heterogeneity has not been described. To understand the cellular and molecular diversity along the hippocampal long axis in human brain and define molecular signatures corresponding to functional domains, we performed single-nuclei RNA sequencing on surgically resected human anterior and posterior hippocampus from epilepsy patients, identifying differentially expressed genes at cellular resolution. We further identify axis- and cell-type-specific gene expression signatures that differentially intersect with human genetic signals, identifying cell-type-specific genes in the posterior hippocampus for cognitive function and the anterior hippocampus for mood and affect. These data are accessible as a public resource through an interactive website.&lt;/p&gt;
</description>
                    <pubDate>Wed, 07 Jul 2021 00:00:00 +0000</pubDate>
                    <link>https://ashwinikumarkulkarni.github.io/2021/07/07/hippo-neuron.html</link>
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                <item>
                    <title>Expression of FoxP2 in the Basal Ganglia Regulates Vocal Motor Sequences in the Adult Songbird</title>
                    
                        <description>&lt;p&gt;&lt;strong&gt;Published at Nature Communications, May 2021.&lt;/strong&gt;&lt;br /&gt;
&lt;strong&gt;&lt;a target=&quot;_blank&quot; href=&quot;https://doi.org/10.1038/s41467-021-22918-2&quot;&gt;doi.org/10.1038/s41467-021-22918-2&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Disruption of the transcription factor FoxP2, which is enriched in the basal ganglia, impairs vocal development in humans and songbirds. The basal ganglia are important for the selection and sequencing of motor actions, but the circuit mechanisms governing accurate sequencing of learned vocalizations are unknown. Here, we show that expression of FoxP2 in the basal ganglia is vital for the fluent initiation and termination of birdsong, as well as the maintenance of song syllable sequencing in adulthood. Knockdown of FoxP2 imbalances dopamine receptor expression across striatal direct-like and indirect-like pathways, suggesting a role of dopaminergic signaling in regulating vocal motor sequencing. Confirming this prediction, we show that phasic dopamine activation, and not inhibition, during singing drives repetition of song syllables, thus also impairing fluent initiation and termination of birdsong. These findings demonstrate discrete circuit origins for the dysfluent repetition of vocal elements in songbirds, with implications for speech disorders.&lt;/p&gt;
</description>
                    <pubDate>Tue, 11 May 2021 00:00:00 +0000</pubDate>
                    <link>https://ashwinikumarkulkarni.github.io/2021/05/11/birdfoxp2-natcom.html</link>
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                <item>
                    <title>FOXP1 negatively regulates intrinsic excitability in D2 striatal projection neurons by promoting inwardly rectifying and leak potassium currents</title>
                    
                        <description>&lt;p&gt;&lt;strong&gt;Published at Molecular Psychiatry, Jan 2021.&lt;/strong&gt;&lt;br /&gt;
&lt;strong&gt;&lt;a target=&quot;_blank&quot; href=&quot;https://doi.org/10.1038/s41380-020-00995-x&quot;&gt;doi.org/10.1038/s41380-020-00995-x&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Heterozygous loss-of-function mutations in the transcription factor FOXP1 are strongly associated with autism. Dopamine receptor 2 expressing (D2) striatal projection neurons (SPNs) in heterozygous Foxp1 (Foxp1+/-) mice have higher intrinsic excitability. To understand the mechanisms underlying this alteration, we examined SPNs with cell-type specific homozygous Foxp1 deletion to study cell-autonomous regulation by Foxp1. As in Foxp1+/- mice, D2 SPNs had increased intrinsic excitability with homozygous Foxp1 deletion. This effect involved postnatal mechanisms. The hyperexcitability was mainly due to down-regulation of two classes of potassium currents: inwardly rectifying (KIR) and leak (KLeak). Single-cell RNA sequencing data from D2 SPNs with Foxp1 deletion indicated the down-regulation of transcripts of candidate ion channels that may underlie these currents: Kcnj2 and Kcnj4 for KIR and Kcnk2 for KLeak. This Foxp1-dependent regulation was neuron-type specific since these same currents and transcripts were either unchanged, or very little changed, in D1 SPNs with cell-specific Foxp1 deletion. Our data are consistent with a model where FOXP1 negatively regulates the excitability of D2 SPNs through KIR and KLeak by transcriptionally activating their corresponding transcripts. This, in turn, provides a novel example of how a transcription factor may regulate multiple genes to impact neuronal electrophysiological function that depends on the integration of multiple current types - and do this in a cell-specific fashion. Our findings provide initial clues to altered neuronal function and possible therapeutic strategies not only for FOXP1-associated autism but also for other autism forms associated with transcription factor dysfunction.&lt;/p&gt;
</description>
                    <pubDate>Tue, 05 Jan 2021 00:00:00 +0000</pubDate>
                    <link>https://ashwinikumarkulkarni.github.io/2021/01/05/foxp1d2spn-molpsy.html</link>
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                    <title>An essential role for MEF2C in the cortical response to loss of sleep in mice</title>
                    
                        <description>&lt;p&gt;&lt;strong&gt;Published at eLife, Aug 2020.&lt;/strong&gt;&lt;br /&gt;
&lt;strong&gt;&lt;a target=&quot;_blank&quot; href=&quot;https://doi.org/10.7554/eLife.58331&quot;&gt;doi.org/10.7554/eLife.58331&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Neuronal activity and gene expression in response to the loss of sleep can
provide a window into the enigma of sleep function. Sleep loss is associated
with brain differential gene expression, an increase in pyramidal cell mEPSC
frequency and amplitude, and a characteristic rebound and resolution of slow
wave sleep-slow wave activity (SWS-SWA). However, the molecular mechanism(s)
mediating the sleep loss response are not well understood. We show that
sleep-loss regulates MEF2C phosphorylation, a key mechanism regulating MEF2C
transcriptional activity, and that MEF2C function in postnatal excitatory
forebrain neurons is required for the biological events in response to sleep
loss in C57BL/6J mice. These include altered gene expression, the increase and
recovery of synaptic strength, and the rebound and resolution of SWS-SWA, which
implicate MEF2C as an essential regulator of sleep function.&lt;/p&gt;
</description>
                    <pubDate>Wed, 26 Aug 2020 00:00:00 +0000</pubDate>
                    <link>https://ashwinikumarkulkarni.github.io/2020/08/26/sleep-elife.html</link>
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