Biology subjects

Das, D.

Publications and source records attributed to Das, D..

At least 73 records · Page 4Linked to original sources

bioRxiv2023

Molecular basis of VEGFR1 autoinhibition at the plasma membrane

Ligand-independent activation of VEGFR is a hallmark in diabetes and several cancers. Like most RTKs, the VEGFR2, the primary VEGF receptor, is activated spontaneously at higher receptor concentrations. An exception is VEGFR1, which remains constitutively inactive in the basal state. Ligand stimulation transiently phosphorylates VEGFR1 and induces weak kinase activation in endothelial cells. Recent studies, however, suggest that VEGFR1 signaling is indispensable in regulating various physiological or pathological events, which is puzzling. Why VEGFR1 is differentially regulated is an open question. Here we elucidate a mechanism of juxtamembrane inhibition that shifts the equilibrium more to the inactive state, rendering VEGFR1 an inefficient kinase. Our data suggest that a combination of tyrosine phosphatase activity and JM inhibition suppress the basal phosphorylation of VEGFR1. We conclude that a subtle imbalance in phosphatase activation or removing juxtamembrane inhibition is sufficient to induce basal activation of VEGFR1 and remodel tyrosine phosphorylation to be sustained.

biochemistry↗

bioRxiv2023

Plasmodium falciparum contains functional SCF and CRL4 ubiquitin E3 ligases, and CRL4 is critical for cell division and membrane integrity

Protein ubiquitination is essential for cellular homeostasis and regulation of several processes, including cell division and genome integrity. Ubiquitin E3 ligases determine substrate specificity for ubiquitination, and Cullin-RING ubiquitin E3 Ligases (CRLs) make the largest group among the ubiquitin E3 ligases. Although conserved and most studied in model eukaryotes, CRLs remain underappreciated in Plasmodium and related parasites. To investigate the CRLs of human malaria parasite Plasmodium falciparum, we generated parasites expressing tagged P. falciparum cullin-1 (PfCullin-1), cullin-2 (PfCullin-2), Rbx1 (PfRbx1) and Skp1 (PfSkp1). PfCullin-1 and PfCullin-2 were predominantly expressed in erythrocytic trophozoite and schizont stages, with nucleocytoplasmic localization and chromatin association, suggesting their roles in different cellular compartments and DNA-associated processes. Immunoprecipitation, in vitro protein-protein interaction and ubiquitination assay confirmed the presence of a functional SCF (PfSCF), comprising of PfCullin-1, PfRbx1, PfSkp1, PfFBXO1 and calcyclin binding protein. Immunoprecipitation, sequence analysis and ubiquitination assay indicated that PfCullin-2 forms a functional human CRL4-like complex (PfCRL4), consisting of PfRbx1, cleavage and polyadenylation specific factor subunit_A and WD40 repeat proteins. PfCullin-2 knock-down at the protein level, which would hinder PfCRL4 assembly, significantly decreased asexual and sexual erythrocytic stage development. Several pathways, including protein translation and folding, lipid biosynthesis and transport, DNA replication, and protein degradation were dysregulated upon PfCullin-2-depletion, which likely reflects association of PfCRL4 with multiple pathways. Consistent with dysregulation of multiple pathways, PfCullin-2-depleted schizonts had poorly delimited merozoites and internal membraned structures, suggesting a role of PfCRL4 in maintaining membrane integrity. PfCullin-2-depleted parasites had significantly lower number of nuclei/parasite than the normal parasites, indicating a crucial role of PfCRL4 in cell division. Taken together, we for the first time demonstrate the presence of functional CRLs in P. falciparum, with crucial roles for PfCRL4 in cell division and maintaining membrane integrity. This study will benefit investigation of similar ligases in related parasites.

microbiology↗

bioRxiv2023

A role for retro-splenial cortex in the task-related P3 network

ObjectiveThe P3 is an event-related response observed in relation to task-relevant sensory events. Despite its ubiquitous presence, the neural generators of the P3 are controversial and not well identified. MethodsWe compared source analysis of combined magneto- and electroencephalography (M/EEG) data with functional magnetic resonance imaging (fMRI) and simulation studies to better understand the sources of the P3 in an auditory oddball paradigm. ResultsOur results suggest that the dominant source of the classical, postero-central P3 lies in the retro-splenial cortex of the ventral cingulate gyrus. A second P3 source in the anterior insular cortex contributes little to the postero-central maximum. Multiple other sources in the auditory, somatosensory, and anterior midcingulate cortex are active in an overlapping time window but can be functionally dissociated based on their activation time courses. ConclusionThe retro-splenial cortex is a dominant source of the parietal P3 maximum in EEG. SignificanceThese results provide a new perspective for the interpretation of the extensive research based on the P3 response.

neuroscience↗

bioRxiv2023

TCF4 mutations disrupt synaptic function through dysregulation of RIMBP2 in patient-derived cortical neurons

Genetic variation in the transcription factor 4 (TCF4) gene is associated with risk for a variety of developmental and psychiatric conditions, which includes a syndromic form of ASD called Pitt Hopkins Syndrome (PTHS). TCF4 encodes an activity-dependent transcription factor that is highly expressed during cortical development and in animal models is shown to regulate various aspects of neuronal development and function. However, our understanding of how disease-causing mutations in TCF4 confer pathophysiology in a human context is lacking. Here we show that cortical neurons derived from patients with TCF4 mutations have deficits in spontaneous synaptic transmission, network excitability and homeostatic plasticity. Transcriptomic analysis indicates these phenotypes result from altered expression of genes involved in presynaptic neurotransmission and identifies the presynaptic binding protein, RIMBP2 as the most differentially expressed gene in PTHS neurons. Remarkably, TCF4-dependent deficits in spontaneous synaptic transmission and network excitability were rescued by increasing RIMBP2 expression in presynaptic neurons. Together, these results identify TCF4 as a critical transcriptional regulator of human synaptic development and plasticity and specifically identifies dysregulation of presynaptic function as an early pathophysiology in PTHS.

neuroscience↗

bioRxiv2023

Use of multimodal sensory cues in predator avoidance by wild-caught zebrafish shoals

Shoaling in fishes is regulated by factors like predation, vegetation cover, water flow and food availability. Shoals detect and respond to changes in these ecological factors using a multimodal sensory system. Here, we examine the immediate response of wild-caught zebrafish (Danio rerio) shoals to cues from its natural predator, the snakehead (Channa sp.). Zebrafish shoals were recorded upon exposure to (1) olfactory predator cues, (2) visual predator cues, (3) both cues together, and (4) no cue. We tracked individuals and analysed shoal responses across these treatments. We found that compared to control treatments, shoals receiving either visual or olfactory cues had significantly greater: (i) cohesion, (ii) polarization and (iii) velocity. Interestingly, when the shoals received both cues simultaneously, the cohesion, polarization and velocity decreased and a significantly greater number of individual freezing events occurred. Therefore, zebrafish relied on both visual and olfactory cues to escape predation. However, when shoals were presented with both cues together, while freezing frequency increased, other responses were comparable to control treatments where no predator cue was provided. While this study indicates that multimodal cues elicit a different anti-predator response than the cues singly, more experiments are required to identify the underlying cause of this behaviour.

animal behavior and cognition↗

bioRxiv2022

Exact distribution of the vesicle burst size in synaptic transmission

During electro-chemical signal transmission through synapses, triggered by an action potential (AP), a stochastic number of synaptic vesicles (SV), called the quantal content, release neurotransmitters in the synaptic cleft. It is widely accepted that the quantal content probability distribution is a binomial based on the number of ready-release SVs in the pre-synaptic terminal. But the latter number itself fluctuates due to its stochastic replenishment, hence the actual distribution of quantal content is unknown. We show that exact distribution of quantal content can be derived for general stochastic AP inputs in the steady-state. For fixed interval AP train, we prove that the distribution is a binomial, and corroborate our predictions by comparison with electrophysiological recordings from MNTB-LSO synapses of juvenile mice. For a Poisson train, we show that the distribution is non-binomial. Moreover, we find exact moments of the quantal content in the Poisson and other general cases, which may be used to obtain the model parameters from experiments.

biophysics↗

bioRxiv2022

Effects of microRNA-mediated negative feedback on gene expression noise

Micro-RNAs (miRNAs) are small non-coding RNAs that regulate gene expression post-transcriptionally in eukaryotes by binding with target mRNAs and preventing translation. miRNA-mediated feedback motifs are ubiquitous in various genetic networks which control cellular decision-making. A key question is how such a feedback mechanism may affect gene expression noise. To answer this, we have developed a mathematical model to study the effects of a miRNA-dependent negative feedback loop on mean expression and noise in target mRNAs. Combining analytics and simulations, we show the existence of an expression threshold demarcating repressed and expressed regimes in agreement with earlier studies. The steady-state mRNA distributions are bimodal near the threshold, where copy numbers of mRNAs and miRNAs exhibit enhanced anticorrelated fluctuations. Moreover, variation of negative-feedback strength shifts the threshold locations and modulates the noise profiles. Notably, the miRNA-mRNA binding affinity and feedback strength collectively shape the bimodality. We also compare our model with a direct auto-repression motif, where a gene produces its own repressor. Auto-repression fails to produce bimodal mRNA distributions as found in miRNA-based indirect repression, suggesting the crucial role of miRNAs in creating phenotypic diversity. Together, we demonstrate how miRNA-dependent negative feedback modifies the expression threshold and leads to a broader parameter regime of bimodality compared to the no-feedback case.

biophysics↗

bioRxiv2022

Maximization of Energy Recovery from Starch Processing Wastewater by Thermophilic Dark Fermentation Coupled with Microbial fuel Cell Technology

Utilization of organic wastewater for hydrogen production has dual advantages of clean energy generation and bioremediation which is sustainable for a longer period. To maximize the energy recovery from starch rich wastewater, a two stage system comprising of thermophilic dark fermentation coupled with microbial fuel cell was employed. A single parameter optimization strategy was implemented for the operation of the batch system. The maximum cumulative hydrogen production obtained was 2.56 L L-1 with a 48 % reduction in COD under the optimal conditions of 35 g L-1 initial substrate concentration (COD), temperature 60 oC, and pH 6.5. The H2 yield and H2 production rate were 6.8 mol H2/kg CODreduced and 731.3 mL L-1 h-1 respectively. The effect of the organic loading rate (OLR) on H2 production rate was studied in a continuous stirred tank reactor (CSTR). A maximum hydrogen production rate of 913 mL L-1 h-1 was observed at an OLR of 5.6 g L- 1 h-1. Effluent recycle played an important role in the improvement of H2 production. A maximum H2 production rate of 1224 mL L-1 h-1 was observed at a recycle ratio of 0.6. Power density of 4.2 W m-3 was observed with MFC using the dark fermentative spent media neutralized with carbonate buffer at an optimal pH of 7. A total COD reduction of 86% was observed.

bioengineering↗

bioRxiv2022

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↗

bioRxiv2022

Synaptotagmin 7 outperforms synaptotagmin 1 to open and stabilize nascent fusion pores via robust membrane penetration

Synaptotagmin-1 and synaptotagmin-7 are two prominent Ca2+ sensors that regulate exocytosis in neuronal and neuroendocrine cells. Upon binding Ca2+, both proteins partially penetrate lipid bilayers that bear anionic phospholipids, but the specific underlying mechanisms that enable them to trigger exocytosis remain controversial. Here, we examined the biophysical properties of these two synaptotagmin isoforms and compared their interactions with phospholipid membranes. We discovered that synaptotagmin-1*membrane interactions are greatly influenced by membrane order; tight packing of phosphatidylserine inhibits binding due to impaired membrane penetration. In contrast, synaptotagmin-7 exhibits robust membrane binding and penetration activity regardless of phospholipid acyl chain structure. Thus, synaptotagmin-7 is a "super-penetrator". We exploited these observations to specifically isolate and examine the role of membrane penetration in synaptotagmin function. Using nanodisc-black lipid membrane electrophysiology, we demonstrate that membrane penetration is a critical component that underlies how synaptotagmin proteins regulate reconstituted, exocytic fusion pores in response to Ca2+.

neuroscience↗

bioRxiv2022

Insights for disease modeling from single cell transcriptomics of iPSC-derived neurons and astrocytes across differentiation time and co-culture

Trans-differentiation of human induced pluripotent stem cells into neurons via Ngn2-induction (hiPSC-N) has become an efficient system to quickly generate neurons for disease modeling and in vitro assay development, a significant advance from previously used neoplastic and other cell lines. Recent single-cell interrogation of Ngn2-induced neurons however, has revealed some similarities to unexpected neuronal lineages. Similarly, a straightforward method to generate hiPSC derived astrocytes (hiPSC-A) for the study of neuropsychiatric disorders has also been described. Here we examine the homogeneity and similarity of hiPSC-N and hiPSC-A to their in vivo counterparts, the impact of different lengths of time post Ngn2 induction on hiPSC-N (15 or 21 days) and of hiPSC-N / hiPSC-A co-culture. Leveraging the wealth of existing public single-cell RNA-seq (scRNA-seq) data in Ngn2-induced neurons and in vivo data from the developing brain, we provide perspectives on the lineage origins and maturation of hiPSC-N and hiPSC-A. While induction protocols in different labs produce consistent cell type profiles, both hiPSC-N and hiPSC-A show significant heterogeneity and similarity to multiple in vivo cell fates, and both more precisely approximate their in vivo counterparts when co-cultured. Gene expression data from the hiPSC-N show enrichment of genes linked to schizophrenia (SZ) and autism spectrum disorders (ASD) as has been previously shown for neural stem cells and neurons. These overrepresentations of disease genes are strongest in our system at early times (day 15) in Ngn2-induction/maturation of neurons, when we also observe the greatest similarity to early in vivo excitatory neurons. We have assembled this new scRNA-seq data along with the public data explored here as an integrated biologist-friendly web-resource for researchers seeking to understand this system more deeply: nemoanalytics.org/p?l=DasEtAlNGN2&g=PRPH.

genetics↗

bioRxiv2022

Clemastine fumarate enhances myelination and promotes functional recovery in a syndromic ASD mouse model of Pitt-Hopkins Syndrome

Pitt-Hopkins syndrome (PTHS) is an autism spectrum disorder (ASD) caused by autosomal dominant mutations in the Transcription Factor 4 gene (TCF4). One pathobiological process caused by Tcf4 mutation is a cell autonomous reduction in oligodendrocytes (OLs) and myelination. In this study, we show that clemastine is effective at restoring myelination defects in a PTHS mouse model. In vitro, clemastine treatment reduced excess oligodendrocyte precursor cells (OPCs) and normalized OL density. In vivo, two-week intraperitoneal administration of clemastine also normalized OPC and OL density in the cortex of Tcf4 mutant mice and appeared to increase the number of axons undergoing myelination, as EM imaging of the corpus callosum showed a significant increase in uncompacted myelin. Importantly, this treatment paradigm resulted in functional rescue by improving electrophysiology and behavior. Together, these results provide preclinical evidence that remyelination therapies may be beneficial in PTHS and potentially other neurodevelopmental disorders characterized by demyelination.

neuroscience↗

bioRxiv2022

Evaluation of Nav1.8 as a therapeutic target for Pitt Hopkins Syndrome

Pitt Hopkins Syndrome (PTHS) is a rare syndromic form of autism spectrum disorder (ASD) caused by autosomal dominant mutations in the Transcription Factor 4 (TCF4) gene. TCF4 is a basic helix-loop-helix transcription factor that is critical for neurodevelopment and brain function through its binding to cis-regulatory elements of target genes. One potential therapeutic strategy for PTHS is to identify dysregulated target genes and normalize their dysfunction. Here, we propose that SCN10A is an important target gene of TCF4 that is an applicable therapeutic approach for PTHS. Scn10a encodes the voltage-gated sodium channel Nav1.8 and is consistently shown to be upregulated in PTHS mouse models. In this perspective, we review prior literature and present novel data that suggests inhibiting Nav1.8 in PTHS mouse models is effective at normalizing neuron function, brain circuit activity and behavioral abnormalities and posit this therapeutic approach as a treatment for PTHS.

neuroscience↗

bioRxiv2022

Genotypic and phenotypic diversity of the multidrug-resistant Mycobacterium tuberculosis strains from eastern India

Mycobacterium tuberculosis (Mtb) poses a great challenge to human health and wellbeing and hinders economic growth of a region. India along with other south east Asian countries are known as high Tuberculosis burden countries. Adoption of whole genome sequencing in studying genetic diversity, evolution, transmission pattern and drug resistance development provided a great opportunity for developing and improving diagnostic and therapeutic approaches. In our study we have sequenced 118 Mtb whole genome from North East(NE) and Odisha as a representative of the diversity in eastern region of India for the first time. We observed high prevalence of multi-drug resistant(MDR) lineage-2(n=52) strains in NE whereas presence of mostly lineage-1(n=30) & 3 (n=11) strains in Odisha. The MDR strains from Sikkim demonstrated similar resistance profile of fluroquinolones and pair-wise SNP distances showed presence of local transmission clusters. We also detected significant enrichment of short INDELs in MDR samples in contrast to drug susceptible samples. This study provides molecular level insight into Mtb strains of eastern region in comparison with Indian and global perspective.

microbiology↗

bioRxiv2022

PtRNAdb: A web resource of Plant tRNA genes from a wide range of plant species

tRNA, as well as their derived products such as short interspersed nuclear elements (SINEs), pseudogenes and transfer-RNA, derived fragments (tRFs) has now been shown to be vital for cellular life, functioning and adaptation during different stress conditions in all diverse life forms. In this study, we have developed PtRNAdb (www.nipgr.ac.in/PtRNAdb), a plant exclusive tRNA database containing 113849 tRNA gene sequences from phylogenetically diverse plant species. We have analysed a total of 106 nuclear, 89 plastidial and 38 mitochondrial genomes of plants by tRNAscan-SE software package, and after careful curation of the output data, we developed this database and integrated the data. The information about the tRNA gene sequences obtained, were further enriched with consensus sequence based study of tRNA genes based on their isoacceptors and isodecoders. We have also built covariance models based on the isoacceptors and isodecoders of all the tRNA sequences using infernal tool. The user can also perform BLAST not only against PtRNAdb entries but also against all the tRNA sequences stored in PlantRNA databases; and annotated tRNA genes across the plant kingdom available at NCBI. For the users ease, we have also incorporated the tRNAscan-SE tool for tRNA gene prediction, and ViennaRNA package for structural analysis on the home page of PtRNAdb. This resource is believed to be of high utility for plant researchers as well as molecular biologists to carry out further exploration of plant tRNAome on a wider spectrum, as well as for performing comparative and evolutionary studies related to tRNAs and their derivatives across all domains of life. Database URLhttp://www.nipgr.ac.in/PtRNAdb/

bioinformatics↗

bioRxiv2022

GWAShub: A Web-based Resource to Democratize Genome-Wide Association Studies in Crop Plants

Genome-wide association study (GWAS) is a popular approach for linking natural genetic variation with phenotype variation and thus is central to crop quantitative genetics. The ever-increasing wealth of publicly available genomic sequence information for crop plants presents an unprecedented opportunity for utilizing GWAS for the identification of genes governing a plethora of agronomic traits. However, the lack of technical expertise and computational infrastructure is still hindering the ability of plant breeders to conduct GWAS in a self-reliant manner. Here, we present a GWAShub web server that provides a user-friendly interface for performing comprehensive GWAS and post-GWAS in crop plants utilizing publicly available genomic sequence variation data, comprehensive annotation data and diverse computational tools. The utility of GWAS-hub was further demonstrated by conducting large-scale GWAS for flowering/maturity time traits in chickpea. This analysis identified three different flowering/maturity time associated genes, all encoding different histone methyltransferases. Thus, epigenetic regulation is identified as vital mechanism regulating flowering time and maturity duration in chickpea. Finally, we hope GWAShub (www.gwashub.com) will enable resource-scarce researchers to join the GWAS revolution fueled by advancements in next-generation sequencing and computational genomics

bioinformatics↗

bioRxiv2022

Interaction with TopBP1 mediates human papillomavirus 16 E2 plasmid segregation/retention function and stability during the viral life cycle

Human papillomavirus 16 (HPV16) E2 is a DNA binding protein that regulates transcription, replication and potentially, segregation of the HPV16 genome during the viral life cycle. In the segregation model, E2 simultaneously binds to viral and host chromatin, acting as a bridge to ensure that viral genomes reside in daughter nuclei following cell division. The host chromatin receptor for E2 mediating this function is unknown. Recently, we demonstrated that CK2 phosphorylation of E2 on serine 23 (S23) is required for interaction with TopBP1, and that this interaction promotes E2 and TopBP1 recruitment to mitotic chromatin. Here, we demonstrate that in U2OS and N/Tert-1 cells expressing wild type E2 and a non-TopBP1 binding mutant (S23A, serine 23 mutated to alanine), interaction with TopBP1 is essential for E2 recruitment of plasmids to mitotic chromatin. Using a novel quantitative segregation assay, we demonstrate that interaction with TopBP1 is required for E2 plasmid segregation. The interaction of E2 with TopBP1 promotes increased levels of E2 protein during mitosis in U2OS and N/Tert-1 cells, as well as in human foreskin keratinocytes immortalized by the HPV16 genome. Additionally, interaction with TopBP1 is required for expression of the E2 protein during the viral life cycle. Overall, our results demonstrate that E2 has plasmid segregation activity, and that the E2-TopBP1 interaction is essential for this E2 function and for E2 expression during the viral life cycle. ImportanceHPV16 causes 3-4% of all human cancers. During the viral life cycle, it is proposed that the viral genome is actively segregated into daughter nuclei, ensuring viral replication in the subsequent S phase. The E2 protein potentially bridges the viral and host genomes during mitosis to mediate segregation of the circular viral plasmid. Here, we demonstrate that E2 has the ability to mediate plasmid segregation, and that this function is dependent upon interaction with the host protein TopBP1. Additionally, we demonstrate that the E2-TopBP1 interaction promotes enhanced E2 expression during mitosis which likely promotes the plasmid segregation function of E2. Overall, our results present a mechanism of how HPV16 can segregate its viral genome during an active infection, a critical aspect of the viral life cycle.

molecular biology↗

bioRxiv2022

Modified dN/dS for accounting transition and transversion frequency difference and non-sense substitution in genomes

The dN/dS value is estimated in homologous protein coding gene sequences between two closely related organisms for studying selection on the genes. In the usual method of calculation of synonymous (S) and non-synonymous (NS) sites in codons, the transition and transversion rates are considered same as well as no difference of pretermination codons from the other codons regarding NS substitutions is considered. In this study we are proposing a modification in the method by estimating the S and the NS sites in codons by considering difference between the transition and transversion rates and the NS substitutions leading to non-sense codons in pretermination codons. So, the dN/dS value calculated by our approach was higher than that calculated by the earlier method. The modified method was applied in estimating dN/dS in 29 homologous gene sequences of Escherichia coli and Salmonella enterica. Impact of codon degeneracy and pretermination codons on the dN/dS values estimated by our method were observed clearly. Our method of estimation that considers the above features is a realistic representation of dN/dS values in coding sequences.

evolutionary biology↗