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1.
Mol Divers ; 2023 Dec 21.
Article in English | MEDLINE | ID: mdl-38127294

ABSTRACT

The continuous emergence of resistance against most frontline antimalarial drugs has led to countless deaths in malaria-endemic countries, counting 619,000 deaths in 2021, with mutation in drug targets being the sole cause. As mutation is correlated frequently with fitness cost, the likelihood of mutation emergence in multiple targets at a time is extremely low. Hence, multitargeting compounds may seem promising to address drug resistance issues with additional benefits like increased efficacy, improved safety profile, and the requirement of fewer pills compared to traditional single and combinational drugs. In this study, we attempted to use the High Throughput Virtual Screening approach to predict multitarget inhibitors against six chemically validated Plasmodium falciparum (Pf) kinases (PfPKG, PfMAP2, PfCDPK4, PfTMK, PfPK5, PfPI4K), resulting in 21 multitargeting hits. The molecular dynamic simulation of the top six complexes (Myricetin-MAP2, Quercetin-CDPK4, Myricetin-TMK, Quercetin-PKG, Salidroside-PK5, and Salidroside-PI4K) showed stable interactions. Moreover, hierarchical clustering reveals the structural divergence of the compounds from the existing antimalarials, indicating less chance of cross-resistance. Additionally, the top three hits were validated through parasite growth inhibition assays, with quercetin and myricetin exhibiting an IC50 value of 1.84 and 3.93 µM, respectively.

2.
Parasit Vectors ; 16(1): 130, 2023 Apr 14.
Article in English | MEDLINE | ID: mdl-37060004

ABSTRACT

Malaria is a vector-borne parasitic disease caused by the apicomplexan protozoan parasite Plasmodium. Malaria is a significant health problem and the leading cause of socioeconomic losses in developing countries. WHO approved several antimalarials in the last 2 decades, but the growing resistance against the available drugs has worsened the scenario. Drug resistance and diversity among Plasmodium strains hinder the path of eradicating malaria leading to the use of new technologies and strategies to develop effective vaccines and drugs. A timely and accurate diagnosis is crucial for any disease, including malaria. The available diagnostic methods for malaria include microscopy, RDT, PCR, and non-invasive diagnosis. Recently, there have been several developments in detecting malaria, with improvements leading to achieving an accurate, quick, cost-effective, and non-invasive diagnostic tool for malaria. Several vaccine candidates with new methods and antigens are under investigation and moving forward to be considered for clinical trials. This article concisely reviews basic malaria biology, the parasite's life cycle, approved drugs, vaccine candidates, and available diagnostic approaches. It emphasizes new avenues of therapeutics for malaria.


Subject(s)
Antimalarials , Malaria Vaccines , Malaria, Falciparum , Malaria , Plasmodium , Humans , Malaria Vaccines/therapeutic use , Malaria/diagnosis , Malaria/drug therapy , Malaria/prevention & control , Plasmodium/genetics , Antimalarials/therapeutic use , Antigens, Protozoan/genetics , Malaria, Falciparum/drug therapy , Plasmodium falciparum
4.
J Biomol Struct Dyn ; 40(21): 10812-10820, 2022.
Article in English | MEDLINE | ID: mdl-36529188

ABSTRACT

Visceral leishmaniasis is a neglected tropical disease and is mainly caused by L. donovani in the Indian subcontinent. The mitochondria genome replication in Leishmania spp. is having a very specific mechanism, and it is initiated by a key enzyme called mitochondrial primase. This enzyme is essential for the onset of the replication process and growth of the parasite. Therefore, we focused on the primase protein as a potential therapeutic target for combating leishmaniasis diseases. We started our studies molecular modeling and followed by docking of the FDA-approved drug library into the binding site of the primase protein. The top 30 selected compounds were subjected for molecular dynamics studies. Also, the target protein was cloned, purified, and tested experimentally (primase activity assays and inhibition assays). Some compounds were very effective against the Leishmania cell culture. All these approaches helped us to identify few possible novel anti-leishmanial drugs such as Pioglitazone and Mupirocin. These drugs are effectively involved in inhibiting the promastigote of L. donovani, and it can be utilized in the next level of clinical trials. Communicated by Ramaswamy H. Sarma.


Subject(s)
Antiprotozoal Agents , Leishmania donovani , Leishmania , Leishmaniasis, Visceral , Humans , Drug Repositioning , Antiprotozoal Agents/pharmacology , Antiprotozoal Agents/chemistry , Drug Evaluation, Preclinical , DNA Primase/metabolism , DNA Primase/pharmacology , Leishmaniasis, Visceral/drug therapy , Leishmaniasis, Visceral/parasitology , Molecular Dynamics Simulation
5.
Exp Parasitol ; 243: 108411, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36342006

ABSTRACT

The target-based discovery of therapeutics against apicoplast, an all-important organelle is an overriding perspective. MEP pathway, an accredited drug target provides an insight into the importance of apicoplast in the survival of the parasite. In this study, we present the rational design strategy employing sustainable catalysis for the synthesis of benzodiazepine (BDZ) conformers followed by their biological evaluation as prospective inhibitors against the potential target of the IPP pathway, 1-deoxy-D-xylulose-5-phosphatereductoisomerase (DXR). The study reported the inhibitory profile of 8c and 6d against the quintessential step of the only drug target in the erythrocytic stages of parasite development. The potential compounds were identified to represent a novel class of inhibitors that serve as the lead molecules to impede the pathway and further affect the survival of the parasite.


Subject(s)
Antimalarials , Apicoplasts , Antimalarials/pharmacology , Benzodiazepines/pharmacology , Benzodiazepines/metabolism , Apicoplasts/metabolism , Erythrocytes , Plasmodium falciparum
6.
Inorg Chem ; 61(27): 10294-10309, 2022 Jul 11.
Article in English | MEDLINE | ID: mdl-35768324

ABSTRACT

Neurodegenerative diseases such as Alzheimer's disease (AD) are associated with progressive neuronal cell death, and they are commonly correlated with aberrant protein misfolding and aggregation of Aß peptides. Transition metal ions (Cu, Fe, and Zn) have been shown to promote aggregation and oxidative stress through formation of Aß-metal complexes. In this context, integrating molecular scaffolds rationally is used here to generate multifunctional molecules as modulators for metal-induced abnormalities. This work encompasses two azo-stilbene (AS)-derived compounds (AS-HL1 and AS-HL2), the rationale behind the design, their synthesis, characterization, and metal chelation ability [Cu(II) and Zn(II)]. The molecular frameworks of the designed compounds consist of stilbene as an Aß-interacting moiety, whereas N,N,O and N,N,N,O donor atoms are linked to generate the metal chelation moiety. Furthermore, we went on exploring their multifunctionality with respect to (w.r.t.) (i) their metal chelating capacities and (ii) their utility to modulate the aggregation pathways of both metal-free and metal-bound amyloid-ß, (iii) scavenge free radicals, and (iv) inhibit the activity of acetylcholinesterase and (v) cytotoxicity. Moreover, the compounds were able to sequester Cu2+ from the Aß-Cu complex as studied by the UV-visible spectroscopic assay. Molecular docking studies were also performed with Aß and acetylcholinesterase enzyme. Overall, the studies presented here qualify these molecules as promising candidates for further investigation in the quest for finding a treatment for Alzheimer's disease.


Subject(s)
Alzheimer Disease , Stilbenes , Acetylcholinesterase , Alzheimer Disease/drug therapy , Alzheimer Disease/metabolism , Amines , Amyloid beta-Peptides/chemistry , Chelating Agents/chemistry , Copper/chemistry , Humans , Metals , Molecular Docking Simulation , Pyridines , Stilbenes/pharmacology
8.
Vaccine ; 36(30): 4555-4565, 2018 07 16.
Article in English | MEDLINE | ID: mdl-29921492

ABSTRACT

Malaria infection is the severe health concern for a long time. As per the WHO reports, the malarial infection causes huge mortality all around the world and is incomparable with any other infectious diseases. The absence of effective treatment options and increasing drug resistance to the available therapeutics like artemisinin and other derivatives demand an efficient alternative to overcome this death burden. Here, we performed the literature survey and sorted the Plasmodium falciparum secretory and membrane proteins to design multi-epitope subunit vaccine using an adjuvant, B-cell- and T-cell epitopes. Every helper T-lymphocyte (HTL) epitope was IFN-γ positive and IL-4 non-inducer. The physicochemical properties, allergenicity, and antigenicity of designed vaccine were analyzed for the safety concern. Homology modeling and refinement were performed to obtain the functional tertiary structure of vaccine protein followed by its molecular docking with the toll-like receptor-4 (TLR-4) immune receptor. Molecular dynamics simulation was performed to check the interaction and stability of the receptor-ligand complex. Lastly, in silico cloning was performed to generate the restriction clone of designed vaccine for the futuristic expression in a microbial expression system. This way, we designed the multi-epitope subunit vaccine to serve the people living in the global endemic zone.


Subject(s)
Malaria Vaccines/therapeutic use , Malaria/prevention & control , Plasmodium falciparum/pathogenicity , Animals , Antibodies, Protozoan/immunology , Antigens, Protozoan/immunology , Epitopes, T-Lymphocyte/therapeutic use , Humans , Malaria/immunology , Molecular Docking Simulation , Molecular Dynamics Simulation
9.
Infect Genet Evol ; 63: 5-12, 2018 09.
Article in English | MEDLINE | ID: mdl-29753024

ABSTRACT

The emergence of mutations leading to drug resistance is the main cause of therapeutic failure in the human HIV infection. Chemical system biology approach has drawn great attention to discover new antiretroviral hits with high efficacy and negligible toxicity, which can be used as a prerequisite for HIV drug resistance global action plan 2017-21. To discover potential hits, we docked 49 antiretroviral analogs (n = 6294) against HIV-1 reverse transcriptase Q151M mutant & its wild-type form and narrow downed their number in three sequential modes of docking using Schrödinger suite. Later on, 80 ligands having better docking score than reference ligands (tenofovir and lamivudine) were screened for ADME, toxicity prediction, and binding energy estimation. Simultaneously, the area under the curve (AUC) was estimated using receiver operating characteristics (ROC) curve analysis to validate docking protocols. Finally, single point energy and molecular dynamics simulation approaches were performed for best two ligands (L3 and L14). This study reveals the antiretroviral efficacy of obtained two best ligands and delivers the hits against HIV-1 reverse transcriptase Q151M mutant.


Subject(s)
Anti-HIV Agents/pharmacology , HIV Reverse Transcriptase/antagonists & inhibitors , HIV-1/enzymology , Anti-HIV Agents/chemistry , Drug Resistance, Viral/genetics , Models, Molecular , Molecular Dynamics Simulation , Mutation , Protein Conformation , Systems Biology/methods
10.
Sci Rep ; 8(1): 6782, 2018 Apr 25.
Article in English | MEDLINE | ID: mdl-29692421

ABSTRACT

A correction has been published and is linked from the HTML and PDF versions of this paper. The error has not been fixed in the paper.

11.
Sci Rep ; 8(1): 1125, 2018 01 18.
Article in English | MEDLINE | ID: mdl-29348555

ABSTRACT

Malaria fever has been pervasive for quite a while in tropical developing regions causing high morbidity and mortality. The causal organism is a protozoan parasite of genus Plasmodium which spreads to the human host by the bite of hitherto infected female Anopheles mosquito. In the course of biting, a salivary protein of Anopheles helps in blood feeding behavior and having the ability to elicit the host immune response. This study represents a series of immunoinformatics approaches to design multi-epitope subunit vaccine using Anopheles mosquito salivary proteins. Designed subunit vaccine was evaluated for its immunogenicity, allergenicity and physiochemical parameters. To enhance the stability of vaccine protein, disulfide engineering was performed in a region of high mobility. Codon adaptation and in silico cloning was also performed to ensure the higher expression of designed subunit vaccine in E. coli K12 expression system. Finally, molecular docking and simulation study was performed for the vaccine protein and TLR-4 receptor, to determine the binding free energy and complex stability. Moreover, the designed subunit vaccine was found to induce anti-salivary immunity which may have the ability to prevent the entry of Plasmodium sporozoites into the human host.


Subject(s)
Anopheles/immunology , Computational Biology , Epitopes/immunology , Malaria Vaccines/immunology , Malaria/immunology , Protozoan Proteins/immunology , Salivary Proteins and Peptides/immunology , Vaccines, Subunit/immunology , Amino Acid Sequence , Animals , Anopheles/parasitology , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , Codon , Computational Biology/methods , Epitope Mapping , Epitopes/chemistry , Epitopes, T-Lymphocyte/chemistry , Epitopes, T-Lymphocyte/immunology , Immunogenicity, Vaccine , Models, Molecular , Protein Binding , Protein Conformation , Protein Engineering , Protozoan Proteins/chemistry , Salivary Proteins and Peptides/chemistry , Toll-Like Receptor 4/chemistry , Toll-Like Receptor 4/metabolism
12.
Drug Discov Today ; 23(1): 134-140, 2018 01.
Article in English | MEDLINE | ID: mdl-28987288

ABSTRACT

The alignment of the evolutionary history of parasites with that of plants provides a different panorama in the drug development process. The housing of different metabolic processes, essential for parasite survival, adds to the indispensability of the apicoplast. The different pathways responsible for fueling the apicoplast and parasite offer a myriad of proteins responsible for the apicoplast function. The studies emphasizing the target-based approaches might help in the discovery of antimalarials. The different putative drug targets and their roles are highlighted. In addition, the origin of the apicoplast and metabolic processes are reviewed and the different drugs acting upon the enzymes of the apicoplast are discussed.


Subject(s)
Antimalarials/therapeutic use , Apicoplasts/metabolism , Plasmodium falciparum/metabolism , Protozoan Proteins/metabolism , Antimalarials/pharmacology , Fatty Acids/metabolism , Gene Flow , Heme/metabolism , Plasmodium falciparum/genetics , Terpenes/metabolism
13.
Sci Rep ; 7(1): 8613, 2017 08 17.
Article in English | MEDLINE | ID: mdl-28819320

ABSTRACT

The ubiquitin-proteasomal degradation mechanism has gained the attention over the past decade. The E2 ubiquitin conjugating enzymes are the crucial part of ubiquitination mechanism and they are believed to hold imperative association for plant development. It accepts ubiquitin from the E1 enzyme and interacts with the E3 ligase to transfer ubiquitin or directly transfers ubiquitin to the substrate. The functional aspects of E2 ubiquitin enzymes in plant systems are unclear. Tomato is being used as a model plant and rarely explored to study E2 ubiquitin enzyme. We have utilized in-silico methods to analyze E2 enzymes in Solanum lycopersicum and 59 genes were identified with UBC family domains. The physio-chemical properties, chromosomal localization, structural organization, gene duplication, promoter analysis, gene ontology and conserved motifs were investigated along with phylogenetic analysis of tomato E2 genes exploring evolutionary relations. The gene expression analysis of RNA sequencing data revealed expression profile of tomato E2 genes in seedling, root, leaf, seed, fruit, and flower tissues. Our study aid in the understanding of distribution, expansion, evolutionary relation and probable participation in plant biological processes of tomato E2 enzymes that will facilitate strong base for future research on ubiquitin-mediated regulations in tomato and other plant systems.


Subject(s)
Gene Expression Regulation, Enzymologic , Gene Expression Regulation, Plant , Genome, Plant/genetics , Plant Proteins/genetics , Solanum lycopersicum/genetics , Ubiquitin-Conjugating Enzymes/genetics , Amino Acid Sequence , Chromosome Mapping , Chromosomes, Plant/genetics , Gene Duplication , Gene Expression Profiling , Gene Ontology , Solanum lycopersicum/enzymology , Phylogeny , Plant Proteins/classification , Plant Proteins/metabolism , Promoter Regions, Genetic/genetics , Ubiquitin-Conjugating Enzymes/classification , Ubiquitin-Conjugating Enzymes/metabolism
14.
J Microbiol ; 55(4): 231-236, 2017 Apr.
Article in English | MEDLINE | ID: mdl-28251546

ABSTRACT

Malaria has been present since ancient time and remains a major global health problem in developing countries. Plasmodium falciparum belongs to the phylum Apicomplexan, largely contain disease-causing parasites and characterized by the presence of apicoplast. It is a very essential organelle of P. falciparum responsible for the synthesis of key molecules required for the growth of the parasite. Indispensable nature of apicoplast makes it a potential drug target. Calcium signaling is important in the establishment of malaria parasite inside the host. It has been involved in invasion and egress of merozoites during the asexual life cycle of the parasite. Calcium signaling also regulates apicoplast metabolism. Therefore, in this review, we will focus on the role of apicoplast in malaria biology and its metabolic regulation through Ca++ signaling.


Subject(s)
Apicoplasts/genetics , Apicoplasts/metabolism , Calcium Signaling , Calcium/metabolism , Gene Expression Regulation , Plasmodium falciparum/genetics , Plasmodium falciparum/metabolism , Plasmodium falciparum/cytology
15.
Tumour Biol ; 2016 Oct 05.
Article in English | MEDLINE | ID: mdl-27709548

ABSTRACT

Present chemotherapeutic drugs have limited efficacy and severe side effects. Considering the complexity of cancer, an effective strategy is necessary to discover multiple new drug targets. Cancer/testis antigens are vital for cancer cell progression. We have performed a computational network analysis of cancer/testis antigens and assessed these antigens as drug targets. During this analysis, protein interaction network of 700 human CT antigens was investigated. CT antigen network consisted of eight independent components. Four major hubs and two minor hubs were identified that play nodal role in the flow of information across the largest network. We have predicted 30 potential drug targets by analysing several topological parameters such as betweenness centrality, cluster coefficient and probable protein complexes. Structural and functional roles of potential drug targets have also been anatomized. Analysis of the CT antigen network enables us to pinpoint a set of candidate proteins that if targeted could be detrimental for cancerous cell without affecting any normal cell. The list of putative proteins is a starting point for experimental validation and may help further in the discovery of new anticancer drug targets.

16.
J Mol Model ; 22(9): 201, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27491850

ABSTRACT

Despite encouraging progress over the past decade, malaria caused by the Plasmodium parasite continues to pose an enormous disease burden and is one of the major global health problems. The extreme challenge in malaria management is the resistance of parasites to traditional monochemotherapies like chloroquine and sulfadoxine-pyrimethamine. No vaccine is yet in sight, and the foregoing effective drugs are also losing ground against the disease due to the resistivity of parasites. New antimalarials with novel mechanisms of action are needed to circumvent existing or emerging drug resistance. DegP protein, secretory in nature has been shown to be involved in regulation of thermo-oxidative stress generated during asexual life cycle of Plasmodium, probably required for survival of parasite in host. Considering the significance of protein, in this study, we have generated a three-dimensional structure of PfDegP followed by validation of the modeled structure using several tools like RAMPAGE, ERRAT, and others. We also performed an in-silico screening of small molecule database against PfDegP using Glide. Furthermore, molecular dynamics simulation of protein and protein-ligand complex was carried out using GROMACS. This study substantiated potential drug-like molecules and provides the scope for development of novel antimalarial drugs.


Subject(s)
Computer Simulation , Drug Discovery , Heat-Shock Proteins/chemistry , Models, Molecular , Periplasmic Proteins/chemistry , Plasmodium falciparum/chemistry , Serine Endopeptidases/chemistry , Antimalarials/chemistry , Molecular Dynamics Simulation
17.
Biomed Pharmacother ; 83: 141-152, 2016 Oct.
Article in English | MEDLINE | ID: mdl-27470561

ABSTRACT

Visceral leishmaniasis (VL) has been considered as one of the most fatal form of leishmaniasis which affects 70 countries worldwide. Increased drug resistance in Indian subcontinent urged the need of new antileishmanial compounds with high efficacy and negligible toxicity. Imipramine compounds have shown impressive antileishmanial activity. To find out most potent analogue from imipramine series and explore the inhibitory activity of imipramine, we docked imipramine analogues (n=93,328) against trypanothione reductase in three sequential modes. Furthermore, 98 ligands having better docking score than reference ligand were subjected to ADME and toxicity, binding energy calculation and docking validation. Finally, Molecular dynamic and single point energy was estimated for best two ligands. This study uncovers the inhibitory activity of imipramine against Leishmania parasites.


Subject(s)
Drug Evaluation, Preclinical , High-Throughput Screening Assays , Imipramine/analogs & derivatives , Imipramine/pharmacology , Leishmania/enzymology , NADH, NADPH Oxidoreductases/antagonists & inhibitors , Quantum Theory , Binding Sites , Imipramine/chemistry , Imipramine/toxicity , Leishmania/drug effects , Ligands , Molecular Docking Simulation , Molecular Dynamics Simulation , NADH, NADPH Oxidoreductases/metabolism , Reproducibility of Results , Solvents , Thermodynamics
18.
J Biomol Struct Dyn ; 34(12): 2667-2678, 2016 Dec.
Article in English | MEDLINE | ID: mdl-26727035

ABSTRACT

Protein prenylation is a post-translational modification critical for many cellular processes such as DNA replication, signaling, and trafficking. It is mediated by protein farnesyltransferase by recognizing 'CAAX' motif on protein substrate. Plasmodium falciparum also possesses many such proteins with 'CAAX' motif, involved in various pathways of the parasite. The interaction studies of PfPFT with its substrate were carried out using synthetic peptides but not with full protein. Therefore, in this study, we have modeled both PfPFT and its substrate protein tyrosine phosphatase (PfPRL-PTP) followed by interaction studies using protein-protein docking and molecular dynamics simulation. Our findings provided a clear picture of interactions at atomic level between prenyltransferase and its protein substrate. We are assured that this piece of information can be extended to many other proteins of parasite containing 'CAAX' motif and that it may also lead to the development of anti-malarials based on the inhibition of prenylation-dependent pathways of parasite..


Subject(s)
Alkyl and Aryl Transferases/chemistry , Models, Molecular , Plasmodium/enzymology , Protein Conformation , Protozoan Proteins/chemistry , Alkyl and Aryl Transferases/metabolism , Amino Acid Sequence , Binding Sites , Catalytic Domain , Molecular Docking Simulation , Molecular Dynamics Simulation , Protein Binding , Protein Interaction Domains and Motifs , Protein Multimerization , Protozoan Proteins/metabolism , Structure-Activity Relationship
19.
J Biomol Struct Dyn ; 34(6): 1330-44, 2016 Jun.
Article in English | MEDLINE | ID: mdl-26313238

ABSTRACT

Millions of deaths occur every year due to malaria. Growing resistance against existing drugs for treatment of malaria has exaggerated the problem further. There is an intense demand of identifying drug targets in malaria parasite. PfPRL-PTP protein is PRL group of phosphatase, and one of the interesting drug targets being involved in three important pathways of malaria parasite (secretion, phosphorylation, and prenylation). Therefore, in this study, we have modeled three-dimensional structure of PfPRL-PTP followed by validation of 3D structure using RAMPAGE, verify3D, and other structure validation tools. We could identify 12 potential inhibitory compounds using in silico screening of NCI library against PfPRL-PTP with Glide. The molecular dynamics simulation was also performed using GROMACS on PfPRL-PTP model alone and PfPRL-PTP-inhibitor complex. This study of identifying potential drug-like molecules would add up to the process of drug discovery against malaria parasite.


Subject(s)
Antimalarials/chemistry , Models, Molecular , Molecular Conformation , Phosphoric Monoester Hydrolases/chemistry , Plasmodium falciparum , Protozoan Proteins/chemistry , Amino Acid Sequence , Antimalarials/metabolism , Binding Sites , Catalytic Domain , Computer Simulation , Drug Discovery , Molecular Docking Simulation , Molecular Dynamics Simulation , Phosphoric Monoester Hydrolases/antagonists & inhibitors , Phosphoric Monoester Hydrolases/metabolism , Protein Binding , Protozoan Proteins/antagonists & inhibitors , Protozoan Proteins/metabolism , Reproducibility of Results , Structure-Activity Relationship
20.
Physiol Mol Biol Plants ; 21(4): 491-503, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26600676

ABSTRACT

Root system of plants are actually fascinating structures, not only critical for plant development, but also important for storage and conduction. Due to its agronomic importance, identification of genes involved in root development has been a subject of intense study. Tomato is the one of the most consumed vegetables in the world. Tomato has been used as model system for dicot plants because of its small genome, well-established transformation techniques and well-constructed physical map. The present study is targeted to identify of root specific genes expressed temporally and also gene(s) involved in lateral root and profuse root development. A total of 890 ESTs were identified from five EST libraries constructed using SSH approach which included temporal gene regulation (early and late) and genes involved in morphogenetic traits (lateral and profuse rooting). One hundred sixty-one unique ESTs identified from various libraries were categorized based on their putative functions and deposited in NCBI-dbEST database. In addition, 36 ESTs were selected for validation of their expression by RT-PCR. The present findings will help in shedding light to the unexplored developmental process of root growth in tomato and plant in general.

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