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Banerjee, A.

Publications and source records attributed to Banerjee, A..

At least 109 records · Page 6Linked to original sources

Formation of clathrin-pits and ATP-independent cholesterol-dependent tubules initiates mechano-regulation on de-adhesion.

Adherent cells ensure membrane homeostasis during de-adhesion by various mechanisms including endocytosis. Although mechano-chemical feedbacks involved in this process have been studied, the step-by-step build-up and resolution of the mechanical changes by endocytosis is not well understood. To investigate this, we study the de-adhesion of HeLa cells using a combination of interference reflection microscopy, optical-trapping and fluorescence experiments. We found that de-adhesion enhanced membrane height fluctuations of the basal membrane in the presence of an intact cortex. A reduction in the tether-force was also noted at the apical side. However, membrane fluctuations reveal phases of an initial drop in effective tension followed by a saturation. The area fractions of early (Rab5-labelled) and recycling (Rab4-labelled) endosomes as well as transferrin-labelled pits close to the basal plasma membrane also transiently increased. On blocking dynamin-dependent scission of endocytic pits, the regulation of fluctuations was not blocked but proceeded uncontrolled. Interestingly, the regulation could not be suppressed by ATP or cholesterol depletion individually but was arrested on depleting both. The data strongly supports pit-formation to be central to the reduction in fluctuations whether in normal or ATP depleted condition. Furthermore, while in normal conditions the contribution of clathrin-mediated endocytosis is clear, under ATP-depleted conditions we propose that cholesterol-dependent pits spontaneously regulate tension. SummaryWe show that during de-adhesion, cell edges retract, creating membrane folds and increasing fluctuations. Cells increase the rate of endocytosis to regulate back their membrane fluctuations. This is achieved by forming invaginations. Dynamin-dependent pathways are majorly involved, while cholesterol-dependent ATP-independent mechanisms also contribute.

biophysics↗

Characterization of extracellular vesicles isolated from Sorghum bicolor reveals a conservation between monocot and eudicot extracellular vesicle proteomes

Plant extracellular vesicles (EVs) are membrane bound organelles involved mainly in intercellular communications and defense responses against pathogens. Recent studies have demonstrated the presence of proteins, nucleic acids including small RNAs, and lipids along with other metabolites in plant EVs. In this paper, we described the isolation and characterization of extracellular vesicles from Sorghum bicolor. Nanoparticle tracking analysis, dynamic light scattering, and cryo-electron tomography showed the presence of a heterogeneous population of EVs isolated from the apoplastic wash of sorghum leaves. Cryo-electron microscopy revealed that EVs had a median size of 110 nm and distinct populations of vesicles with single or multiple lipid bilayers and low or high amounts of contents. The heterogeneity was further supported by data showing that only a subset of EVs that were stained with a membrane dye, Potomac Gold, were also stained with the membrane-permeant esterase-dependent dye, Calcein-acetoxymethyl ester. Proteomic analysis identified 437 proteins that were enriched in multiple EV isolations, with the majority of these also being found in the EV proteome of Arabidopsis. These data suggest a partial conservation of EV contents and function between the monocot, sorghum, and a distantly related eudicot, Arabidopsis.

plant biology↗

Methotrimeprazine exerts antiviral and neuroprotective effects in Japanese encephalitis virus infection through activation of adaptive ER stress and autophagy

Japanese encephalitis virus (JEV) is the leading global cause of virus-induced encephalitis. Its pathogenesis is driven by a combination of neuronal cell death and neuroinflammation. We hypothesized that pharmacological upregulation of autophagy could exert a neuroprotective antiviral effect, and tested a panel of forty-two FDA-approved drugs that were shown to induce autophagy. Four drugs were tested in the JE mouse model based on in vitro protective effects on neuronal cell death, inhibition of viral replication, and anti-inflammatory effects in microglial cells. The antipsychotic phenothiazines Methotrimeprazine (MTP) and Trifluoperazine (TFP) showed a significant survival benefit with reduced virus titers in the brain, prevention of blood-brain barrier (BBB) breach, and inhibition of neuroinflammation. Both drugs were potent mTOR-independent autophagy flux inducers. Mechanistically MTP inhibited SERCA channel functioning, thereby resulting in rise in cytosolic calcium levels, and induction of a unique adaptive ER stress response. In virus infected drug treated cells, there was a strong transcriptional downregulation of type I interferon and interferon-stimulated genes and upregulation of cholesterol metabolic pathway genes. The drugs exerted an autophagy-dependent antiviral effect at the level of JEV protein translation/replication complex formation in diverse cell types. Inhibition of inflammatory cytokine/chemokine release from mouse microglial cells was partly autophagy-dependent. Our study suggests that MTP exerts a combined antiviral and anti-inflammatory effect in JEV infection, and has therapeutic potential to be repurposed for JE treatment.

microbiology↗

Ribosomal protein RPL39L is an efficiency factor in the cotranslational folding ofproteins with alpha helical domains

Increasingly many studies reveal how ribosome composition can be tuned to optimally translate the transcriptome of individual cell types. In this study, we investigated the expression pattern, structure within the ribosome and effect on protein synthesis of the ribosomal protein paralog 39L (RPL39L). With a novel mass spectrometric approach we have quantified the expression of RPL39L in human pluripotent cells, cancer cell lines and tissue samples, and in mouse germ cells. We generated RPL39L knock-out mouse embryonic stem cell (mESC) lines and demonstrated that RPL39L impacts the dynamics of translation, to support the pluripotency and differentiation, spontaneous and along the germ cell lineage. Most differences in protein abundance between WT and RPL39L KO lines were explained by widespread proteasomal activity. By CryoEM analysis of purified RPL39 and RPL39L-containing ribosomes we found that, unlike RPL39, RPL39L has two distinct conformations in the exposed segment of the nascent peptide exit tunnel, creating a distinct hydrophobic patch that has been predicted to support the efficient co-translational folding of alpha helices. Our study shows that ribosomal protein paralogs provide switchable modular components that can tune translation to the protein production needs of individual cell types.

molecular biology↗

Neuromolecular interactions guiding homeostatic mechanisms underlying healthy ageing: A view from computational microscope

Ageing brain is associated with a slow drift in structural network properties over the lifespan accompanied by reorganization in neuromolecular interactions giving rise to changes in global functional markers. What are the guiding principles of the homeostatic mechanisms that maintain the desired performance of functional neural circuits and preserve brain health during healthy ageing? We hypothesize that an ageing brain alters two primary neurotransmitters, glutamate and{gamma} -aminobutyric acid (GABA), responsible for excitation-inhibition regulation, concomitant with anatomical demyelination to preserve critical neural dynamics that are necessary to uphold optimal network performance. Thus, often observed re-organized functional connectivity with age by several investigations is a byproduct of this adaptive process. We demonstrate that the adaptive mechanism is driven by the tuning of glutamate and GABA concentration over a very slow time scale (lifespan) that can be estimated by tracking criticality from co-ordinated neural dynamics at a resting state via a biophysically driven computational framework, introduced as a computational microscope. We validate several empirical observations and model predictions across three independent aging cohorts using this computational microscope. One of the key mechanisms we discover is the reduction in local glutamate levels employed by brain regions to maintain a homeostatic balance with aging. This is further supported by the invariance of measures of global functional integration during the healthy ageing process.

neuroscience↗

Left or right: Handedness in free-ranging Hanuman langurs (Semnopithecus entellus) residing in an urban ecosystem.

Examining manual lateralization (handedness) in nonhuman primates might be an interesting approach to gaining insight into the evolution of asymmetry in humans. Moreover, handedness could also reflect the effect of environmental alterations on the free-ranging animals who are forced to live with anthropogenic interferences. Despite addressing the handedness among monkeys and apes, only a few studies have focused on these free-ranging urban-adapted nonhuman primates, which could challenge our perception of habitat loss and deforestation. Here, we conducted 193 field-based experimental trials with two experimental tasks, one unimanual (simple reaching) and one bimanual (tube task) to explore manual lateralization in a highly human-provisioned group of free-ranging Hanuman langur (Semnopithecus entellus). Experimental outcomes revealed an asymmetrical hand-use distribution, with a bias toward the left hand. As bimanual tasks evoked a higher degree of lateralization, these tasks seem to be more suited to study manual laterality, and our results also highlight the significance of experimental tasks in establishing hand preference in langurs. Furthermore, this study also reveals that such lateralization developed with age as adults distinctly displayed their preference toward left-hand usage in contrast to juveniles and subadults who used both hands comparably. Mostly considered to be arboreal, the langurs of our study group spend a considerable amount of time with humans on the ground, thereby portraying a terrestrial tendency. Postural Origin Theory states that terrestrial animals tend to use their right hand and arboreal their left. Therefore, here the presence of group-level left-hand biasness in the adult langurs of Dakshineswar creates a dilemma in the Postural Origin Theory.

animal behavior and cognition↗

A general computational design strategy for stabilizing viral class I fusion proteins

Many pathogenic viruses, including influenza virus, Ebola virus, coronaviruses, and Pneumoviruses, rely on class I fusion proteins to fuse viral and cellular membranes. To drive the fusion process, class I fusion proteins undergo an irreversible conformational change from a metastable prefusion state to an energetically more favorable and stable postfusion state. An increasing amount of evidence exists highlighting that antibodies targeting the prefusion conformation are the most potent. However, many mutations have to be evaluated before identifying prefusion-stabilizing substitutions. We therefore established a computational design protocol that stabilizes the prefusion state while destabilizing the postfusion conformation. As a proof of concept, we applied this principle to the fusion protein of the RSV, hMPV, and SARS-CoV-2 viruses. For each protein, we tested less than a handful of designs to identify stable versions. Solved structures of designed proteins from the three different viruses evidenced the atomic accuracy of our approach. Furthermore, the immunological response of the RSV F design compared to a current clinical candidate in a mouse model. While the parallel design of two conformations allows identifying and selectively modifying energetically less optimized positions for one conformation, our protocol also reveals diverse molecular strategies for stabilization. We recaptured many approaches previously introduced manually for the stabilization of viral surface proteins, such as cavity-filling, optimization of polar interactions, as well as postfusion-disruptive strategies. Using our approach, it is possible to focus on the most impacting mutations and potentially preserve the immunogen as closely as possible to its native version. The latter is important as sequence re-design can cause perturbations to B and T cell epitopes. Given the clinical significance of viruses using class I fusion proteins, our algorithm can substantially contribute to vaccine development by reducing the time and resources needed to optimize these immunogens.

microbiology↗

Similar structural area modulates local inhibitioninitiating post-lesion adaptive mechanism

The focal lesion, a form of biological perturbation damaging anatomical architecture, reasonably alters the normative healthy functional pattern but may recover over time. Nevertheless, how the brain counters deterioration in structure by global reshaping of functional connectivity (FC) after a lesion is largely unknown. We propose a novel equivalence principle based on structural and dynamic similarity analysis to predict specific compensatory areas initiating lost excitatory-inhibitory (E-I) regulation after lesion. We hypothesize that similar structural areas (SSAs) and dynamically similar areas (DSAs) corresponding to a lesioned site are the crucial dynamical units to restore lost homeostatic balance within the surviving cortical brain regions. SSAs and DSAs are independent measures, one based on structural similarity properties measured by Jaccard Index and the other based on post-lesion recovery time. Thereafter, a large-scale mean field model is deployed on top of a virtually lesioned structural connectome for characterizing the global brain dynamics and functional connectivity at the level of individual subjects. Despite inter-individual variability in SSAs, we found a general normative pattern in functional re-organization within the ipsi- and contra-lesional regions. The study demonstrates how SSAs and DSAs largely predict overlapping brain regions for different lesion centers/sites irrespective of the complexity of the lesion recovery process. The proposed computational framework captures the improvement of large-scale cortical cohesion by re-adjusting local inhibition. Our results further suggest that the predicted brain areas participating in recovery are not randomly distributed and widespread over the brain. Instead, the predicted brain areas are predominantly recruited from the ipsilesional hemisphere, barring a few regions from contra, suggesting that wiring proximity and similarity are the two major guiding principles of compensation-related utilization of hemisphere (CRUH) in the post-lesion FC re-organization process. Our finding further suggests that the re-organization of FC arises from the interplay between the underlying structural connectivity profile and the local inhibitory weights influencing compensatory coordinated brain dynamics during post-lesion recovery.

neuroscience↗

ROS-dependent palmitoylation is an obligate licensing modification for GSDMD pore formation

Gasdermin D (GSDMD) is the common effector for cytokine secretion and pyroptosis downstream of inflammasome activation by forming large transmembrane pores upon cleavage by inflammatory caspases. Here we report the surprising finding that GSDMD cleavage is not sufficient for its pore formation. Instead, GSDMD is lipidated by S-palmitoylation at Cys191 upon inflammasome activation, and only palmitoylated GSDMD N-terminal domain (GSDMD-NT) is capable of membrane translocation and pore formation, suggesting that palmitoylation licenses GSDMD activation. Treatment by the palmitoylation inhibitor 2-bromopalmitate and alanine mutation of Cys191 abrogate GSDMD membrane localization, cytokine secretion, and cell death, without affecting GSDMD cleavage. Because palmitoylation is formed by a reversible thioester bond sensitive to free thiols, we tested if GSDMD palmitoylation is regulated by cellular redox state. Lipopolysaccharide (LPS) mildly and LPS plus the NLRP3 inflammasome activator nigericin markedly elevate reactive oxygen species (ROS) and GSDMD palmitoylation, suggesting that these two processes are coupled. Manipulation of cellular ROS by its activators and quenchers augment and abolish, respectively, GSDMD palmitoylation, GSDMD pore formation and cell death. We discover that zDHHC5 and zDHHC9 are the major palmitoyl transferases that mediate GSDMD palmitoylation, and when cleaved, recombinant and partly palmitoylated GSDMD is 10-fold more active in pore formation than bacterially expressed, unpalmitoylated GSDMD, evidenced by liposome leakage assay. Finally, other GSDM family members are also palmitoylated, suggesting that ROS stress and palmitoylation may be a general switch for the activation of this pore-forming family. One-Sentence SummaryGSDMD palmitoylation is induced by ROS and required for pore formation

immunology↗

Effective networks mediate right hemispheric dominance of human 40 Hz auditory steady-state response

Auditory steady-state responses (ASSR) are induced from the brainstem to the neocortex when humans hear periodic amplitude-modulated tonal signals. ASSRs have been argued to be a key marker of auditory temporal processing and pathological reorganization of ASSR - a biomarker of neurodegenerative disorders. However, most of the earlier studies reporting the neural basis of ASSRs were focused on looking at individual brain regions. Here, we seek to characterize the large-scale directed information flow among cortical sources of ASSR entrained by 40 Hz external signals. Entrained brain rhythms with power peaking at 40 Hz were generated using both monaural and binaural tonal stimulation. First, we confirm the presence of ASSRs and their well-known right hemispheric dominance during binaural and both monaural conditions. Thereafter, reconstruction of source activity employing individual anatomy of the participant and subsequent network analysis revealed that while the sources are common among different stimulation conditions, differential levels of source activation and differential patterns of directed information flow using Granger causality among sources underlie processing of binaurally and monaurally presented tones. Particularly, we show bidirectional interactions involving the right superior temporal gyrus and inferior frontal gyrus underlie right hemispheric dominance of 40 Hz ASSR during both monaural and binaural conditions. On the other hand, for monaural conditions, the strength of inter-hemispheric flow from left primary auditory areas to right superior temporal areas followed a pattern that comply with the generally observed contralateral dominance of sensory signal processing.

neuroscience↗

A universal stress protein is essential for the survival of Mycobacterium tuberculosis

Mycobacterium tuberculosis employs several signaling pathways to regulate its cellular physiology and survival within the host. Mycobacterial genomes encode multiple adenylyl cyclases and cAMP effector proteins, underscoring the diverse ways in which these bacteria utilize cAMP. We have earlier identified universal stress proteins (USP), Rv1636 and MSMEG_3811 in M. tuberculosis and M. smegmatis respectively, as abundantly expressed, novel cAMP-binding proteins. In this study, we show that these USPs may function to regulate cAMP signaling by direct sequestration of the second messenger. In slow-growing mycobacteria, concentrations of Rv1636 were equivalent to the amounts of cAMP present in the cell, and overexpression of Rv1636 in M. smegmatis increased levels of bound cAMP. Rv1636 is secreted via the SecA2 secretion system in M. tuberculosis but is not directly responsible for the efflux of cAMP from the cell. While msmeg_3811 could be readily deleted from the genome of M. smegmatis, we find that the rv1636 gene is essential for growth of M. tuberculosis, and this functionality depends on the cAMP-binding ability of Rv1636. This is the first evidence of a sink for any second messenger in bacterial signaling that would allow mycobacterial cells to regulate the available intracellular free pool of cAMP.

microbiology↗

Neural dynamics in the rodent motor cortex enables flexible control of vocal timing

Neocortical activity is thought to mediate voluntary control over vocal production, but the underlying neural mechanisms remain unclear. In a highly vocal rodent, the Al-stons singing mouse, we investigate neural dynamics in the orofacial motor cortex (OMC), a structure critical for vocal behavior. We first describe neural activity that is modulated by component notes (approx. 100 ms), likely representing sensory feed-back. At longer timescales, however, OMC neurons exhibit diverse and often persistent premotor firing patterns that stretch or compress with song duration (approx. 10 s). Using computational modeling, we demonstrate that such temporal scaling, acting via downstream motor production circuits, can enable vocal flexibility. These results provide a framework for studying hierarchical control circuits, a common design principle across many natural and artificial systems.

neuroscience↗

MicroRNA-205 promotes hair regeneration by modulating mechanical properties of hair follicle stem cells

Stiffness and actomyosin contractility are intrinsic mechanical properties of animal cells required for the shaping of tissues. However, whether tissue stem cells (SCs) and progenitors located within SC niche have different mechanical properties that govern their size and functions remains unclear. We show that hair follicle SCs in the bulge are stiff with high actomyosin contractility and resistant to size change, whereas hair germ (HG) progenitors are soft and periodically enlarge and contract during quiescence. During activation, HGs reduce contraction and more frequently enlarge, a process that is associated with weakening of the actomyosin network, nuclear YAP accumulation and cell cycle re-entry. Induction of miR-205, a novel regulator of the actomyosin cytoskeleton, reduces actin contractility, decreases the stiffness of the bulge and HG, and activates hair regeneration in young and old mice. This study reveals the control of tissue SC size and activities by spatiotemporally compartmentalized mechanical properties and demonstrates the possibility to stimulate tissue regeneration by fine-tuning cell mechanics.

genetics↗

A replication study on key neurodevelopmental pathways affected by valproate treatment ofneural precursor cells

Adults with bipolar disorder or epileptic seizures are commonly prescribed sodium valproate. In utero exposure to this drug is linked to a multitude of defects in normal brain development, from neural tube defects to autism spectrum disorders. During the course of brain development, neural precursor cells (NPCs) give rise to neurons and glia, and therefore to understand the valproate-induced defects, it is crucial to understand its effect on NPCs. Two NPC lines, both derived from healthy individuals, were used for all experiments. Cells were treated with 0.7mM valproate for one week. Fresh media (+/- drug) was replenished every alternate day. RNA was extracted on day 7 of drug treatment, and transcriptomics performed. All experiments were performed in biological replicates. Genes that showed >1-fold difference (with FDR adjusted q-value [≤] 0.05) were considered differentially expressed. We further investigated the interacting partners of the differentially expressed genes using PINOT, as well as cellular pathways using DAVID. Our primary endpoint of analysis were genes that were differentially expressed (DEGs) with valproate treatment in both the NPC lines used. We found 21 such genes that were common in the two lines. PINOT revealed 504 interacting partners of the DEGs. Functional annotation analysis showed significant enrichment of four signaling pathways - Wnt, Notch, Rho-GTPase and PI3K-AKT. While the role of Rho-GTPase is a novel finding, we have replicated previously reported findings on Wnt, Notch and PI3K-Akt pathways, which further strengthens their role in mediating neurodevelopmental anomalies.

neuroscience↗

Quantification of differential toxin expressions and their relation to distinct lifespans of bacterial subpopulations associated with diverse host immune mechanisms

An assortment of robust intracellular defence mechanisms are critical for restricting proliferation of pathogens and maintaining sanctity of the cytosol. Defect in these mechanisms could be exploited by the pathogens for creation of a safe sanctuary which can act as a transient reservoir for periodic dissemination into the host. While residing inside the host cell, pore forming toxins secreted by the pathogens compromises the integrity of the vacuole and exposes the microbe to diverse intracellular defence mechanisms. However, the correlation between toxin expression levels and consequent pore dynamics, fostering pathogens intracellular life, remains largely unexplored. In this study, using Streptococcus pneumoniae (SPN) and its secreted pore forming toxin pneumolysin (Ply), as model systems, we explored various facets of host-pathogen interactions in host cytosol, governed by the toxin expression and the resultant pore formation. The extent of damage on the endosomal membrane was found to dictate subsequent interaction with different host endosomal damage sensors. This in turn governed the routes of SPN clearance, revealing multiple layers of defence mechanisms at hosts disposal for counteracting invaded pathogens. A subset of SPN population producing extremely low amount of Ply inflicted minimal damage to the endomembrane, precluding decoration by endomembrane damage sensors and significantly prolonging its intracellular persistence. Such long persisting bacterial population could be key for pathogenic transmission or ensuing invasive disease. Using time-lapse fluorescence imaging, we monitored lifespans of different pneumococcal population subsets inside host cells. After quantitative analysis of various timescales such as pore formation time, vacuolar or cytosolic residence time and total degradation time, we developed a mathematical model that could correlate these to intravacuolar accumulation of Ply monomers. By proposing events like pore formation and vacuolar degradation of SPN as first passage processes, our theoretical modelling yields estimates of Ply production rate, burst size, and threshold Ply quantities which triggers these outcomes. Collectively, we present a general method by which intracellular lifespans of pathogens could be correlated to differential levels of toxins that they produce.

microbiology↗

Single-Molecule Analysis of DNA Base-Stacking Energetics Using Patterned DNA Nanostructures

DNA double helix structure is stabilized by the base-pairing and the base-stacking interactions. Base-stacking interactions originating from hydrophobic interactions between the nucleobases predominantly contribute to the duplex stability. A comprehensive understanding of dinucleotide base-stacking interactions is lacking owing to the unavailability of sensitive techniques that can measure these weak interactions. Earlier studies attempting to address this question only managed to estimate the base-pair stacking interactions, however, disentangling individual base-stacking interactions was enigmatic. By combining multiplexed DNA-PAINT imaging with designer DNA nanostructures, we experimentally measure the free energy of dinucleotide base-stacking at the single-molecule level. Multiplexed imaging enabled us to extract binding kinetics of an imager strand with and without additional dinucleotide stacking interactions in a single imaging experiment, abolishing any effects of experimental variations. The DNA-PAINT data showed that a single additional dinucleotide base-stacking results in as much as 250-fold stabilization of the imager strand binding. We found that the dinucleotide base-stacking energies vary from -1.18 {+/-} 0.17 kcal/mol to -3.57 {+/-} 0.08 kcal/mol for C|T and A|C base-stackings, respectively. We demonstrate the application of base-stacking energetics in designing DNA-PAINT probes for multiplexed super-resolution imaging. Our results will aid in designing functional DNA nanostructures, DNA and RNA aptamers, and facilitate better predictions of the local DNA structure.

biophysics↗

Protein composition of axonal dopamine release sites in the striatum

Mechanisms of neuromodulatory transmission in the brain remain ambiguous. Dopamine is a prototypical neuromodulator, and it was recently found that its secretion relies on active zone-like release site assemblies. Here, we use in vivo biotin-identification (iBioID) proximity proteomics in mouse striatum to isolate dopamine release site proteins enriched over the general dopamine axonal protein content. Using three bait proteins, we identified 527 proteins that fall into several synaptic protein classes, including active zone, Ca2+ regulatory and synaptic vesicle proteins. We also detected many proteins not previously associated with synaptic exocytosis. Knockout of the presynaptic organizer protein RIM profoundly disrupted dopamine release site composition assessed by iBioID, while Synaptotagmin-1 knockout did not. -Synuclein, a protein linked to Parkinsons disease, was enriched at release sites, and this enrichment was lost in both tested mutants. We conclude that RIM organizes scaffolded dopamine release sites and we define the protein composition of these sites.

neuroscience↗

Integrative single-cell analysis of cardiogenesis identifies developmental trajectories and non-coding mutations in congenital heart disease

Congenital heart defects, the most common birth disorders, are the clinical manifestation of anomalies in fetal heart development - a complex process involving dynamic spatiotemporal coordination among various precursor cell lineages. This complexity underlies the incomplete understanding of the genetic architecture of congenital heart diseases (CHDs). To define the multi-cellular epigenomic and transcriptional landscape of cardiac cellular development, we generated single-cell chromatin accessibility maps of human fetal heart tissues. We identified eight major differentiation trajectories involving primary cardiac cell types, each associated with dynamic transcription factor (TF) activity signatures. We identified similarities and differences of regulatory landscapes of iPSC-derived cardiac cell types and their in vivo counterparts. We interpreted deep learning models that predict cell-type resolved, base-resolution chromatin accessibility profiles from DNA sequence to decipher underlying TF motif lexicons and infer the regulatory impact of non-coding variants. De novo mutations predicted to affect chromatin accessibility in arterial endothelium were enriched in CHD cases versus controls. We used CRISPR-based perturbations to validate an enhancer harboring a nominated regulatory CHD mutation, linking it to effects on the expression of a known CHD gene JARID2. Together, this work defines the cell-type resolved cis-regulatory sequence determinants of heart development and identifies disruption of cell type-specific regulatory elements as a component of the genetic etiology of CHD.

genomics↗