1
|
Chowdhury N, Naorem RS, Hazarika DJ, Goswami G, Dasgupta A, Bora SS, Boro RC, Barooah M. An oxalate decarboxylase-like cupin domain containing protein is involved in imparting acid stress tolerance in Bacillus amyloliquefaciens MBNC. World J Microbiol Biotechnol 2024; 40:64. [PMID: 38189984 DOI: 10.1007/s11274-023-03870-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 12/09/2023] [Indexed: 01/09/2024]
Abstract
We report here the structural and functional properties of an oxalate decarboxylase (OxDC)-like cupin domain-containing protein of Bacillus amyloliquefaciens MBNC and its role in imparting tolerance to acid stress conditions. Quantitative real-time PCR (qPCR) analysis revealed 32-fold and 20-fold upregulation of the target gene [(OxDC')cupin] under acetic acid stress and hydrochloric acid stress, respectively, indicating its association with the acid stress response. Bacterial cells with targeted inactivation of the (OxDC')cupin gene using the pMUTIN4 vector system showed decreased growth and survival rate in acidic pH, with drastically reduced exopolysaccharide production. In Silico protein-protein interaction studies revealed seven genes (viz. glmS, nagA, nagB, tuaF, tuaF, gcvT, and ykgA) related to cell wall biosynthesis and biofilm production to interact with OxDC-like cupin domain containing protein. While all these seven genes were upregulated in B. amyloliquefaciens MBNC after 6 h of exposure to pH 4.5, the mutant cells containing the inactivated (OxDC')cupin gene displayed significantly lower expression (RQ: 0.001-0.02) (compared to the wild-type cells) in both neutral and acidic pH. Our results indicate that the OxDC-like cupin domain containing protein is necessary for cell wall biosynthesis and biofilm production in Bacillus amyloliquefaciens MBNC for survival in acid-stress conditions.
Collapse
Affiliation(s)
- Naimisha Chowdhury
- DBT - North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Romen Singh Naorem
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Dibya Jyoti Hazarika
- DBT - North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Gunajit Goswami
- DBT - North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Abhisek Dasgupta
- DBT - North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Sudipta Sankar Bora
- DBT - North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India.
| |
Collapse
|
2
|
Hazarika DJ, Bora SS, Naorem RS, Sharma D, Boro RC, Barooah M. Genomic insights into Bacillus subtilis MBB3B9 mediated aluminium stress mitigation for enhanced rice growth. Sci Rep 2023; 13:16467. [PMID: 37777563 PMCID: PMC10542363 DOI: 10.1038/s41598-023-42804-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 09/14/2023] [Indexed: 10/02/2023] Open
Abstract
Aluminium (Al) toxicity in acid soil ecosystems is a major impediment to crop production as it drastically affects plant root growth, thereby acquisition of nutrients from the soil. Plant growth-promoting bacteria offers an interesting avenue for promoting plant growth under an Al-phytotoxic environment. Here, we report the plant growth-promoting activities of an acid-tolerant isolate of Bacillus subtilis that could ameliorate acid-induced Al-stress in rice (Oryza sativa L.). The whole genome sequence data identified the major genes and genetic pathways in B. subtilis MBB3B9, which contribute to the plant growth promotion in acidic pH. Genetic pathways for organic acid production, denitrification, urea metabolism, indole-3-acetic acid (IAA) production, and cytokinin biosynthesis were identified as major genetic machinery for plant growth promotion and mitigation of Al-stress in plants. The in-vitro analyses revealed the production of siderophores and organic acid production as primary mechanisms for mitigation of Al-toxicity. Other plant growth-promoting properties such as phosphate solubilization, zinc solubilization, and IAA production were also detected in significant levels. Pot experiments involving rice under acidic pH and elevated concentrations of aluminium chloride (AlCl3) suggested that soil treatment with bacterial isolate MBB3B9 could enhance plant growth and productivity compared to untreated plants. A significant increase in plant growth and productivity was recorded in terms of plant height, chlorophyll content, tiller number, panicle number, grain yield, root growth, and root biomass production.
Collapse
Affiliation(s)
- Dibya Jyoti Hazarika
- DBT - North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Sudipta Sankar Bora
- DBT - North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Romen Singh Naorem
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Darshana Sharma
- DBT - North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India.
| |
Collapse
|
3
|
Bora SS, Hazarika DJ, Churaman A, Naorem RS, Dasgupta A, Chakrabarty R, Kalita H, Barooah M. Common scab disease-induced changes in geocaulosphere microbiome assemblages and functional processes in landrace potato (Solanum tuberosum var. Rongpuria) of Assam, India. Arch Microbiol 2022; 205:44. [PMID: 36576579 DOI: 10.1007/s00203-022-03380-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 11/23/2022] [Accepted: 12/15/2022] [Indexed: 12/29/2022]
Abstract
Common scab (CS) caused by pathogenic Streptomyces spp. plays a decisive role in the qualitative and quantitative production of potatoes worldwide. Although the CS pathogen is present in Assam's soil, disease signs and symptoms are less obvious in the landrace Rongpuria potatoes that indicate an interesting interaction between the plant and the geocaulosphere microbial population. Toward this, a comparative metagenomics study was performed to elucidate the geocaulosphere microbiome assemblages and functions of low CS-severe (LSG) and moderately severe (MSG) potato plants. Alpha diversity indices showed that CS occurrence modulated microbiome composition and decreased overall microbial abundances. Functional analysis involving cluster of orthologous groups (COG) too confirmed reduced microbial metabolism under disease incidence. The top-three most dominant genera were Pseudomonas (relative abundance: 2.79% in LSG; 12.31% in MSG), Streptomyces (2.55% in LSG; 5.28% in MSG), and Pantoea (2.30% in LSG; 3.51% in MSG). As shown by the high Pielou's J evenness index, the potato geocaulosphere core microbiome was adaptive and resilient to CS infection. The plant growth-promoting traits and potential antagonistic activity of major taxa (Pseudomonads, non-pathogenic Streptomyces spp., and others) against the CS pathogen, i.e., Streptomyces scabiei, point toward selective microbial recruitment and colonization strategy by the plants to its own advantage. KEGG Orthology analysis showed that the CS infection resulted in high abundances of ATP-binding cassette transporters and a two-component system, ubiquitous to the transportation and regulation of metabolites. As compared to the LSG metagenome, the MSG counterpart had a higher representation of important PGPTs related to 1-aminocyclopropane-1-carboxylate deaminase, IAA production, betaine utilization, and siderophore production.
Collapse
Affiliation(s)
- Sudipta Sankar Bora
- DBT-North East Centre for Agricultural Biotechnology (DBT-NECAB), Assam Agricultural University, Jorhat, Assam, India
| | - Dibya Jyoti Hazarika
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Amrita Churaman
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Romen S Naorem
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Abhisek Dasgupta
- DBT-North East Centre for Agricultural Biotechnology (DBT-NECAB), Assam Agricultural University, Jorhat, Assam, India
| | - Ranjana Chakrabarty
- Regional Agricultural Research Station, Assam Agricultural University, Shillongani, Assam, India
| | - Hemen Kalita
- Regional Agricultural Research Station, Assam Agricultural University, Shillongani, Assam, India
| | - Madhumita Barooah
- DBT-North East Centre for Agricultural Biotechnology (DBT-NECAB), Assam Agricultural University, Jorhat, Assam, India.
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India.
| |
Collapse
|
4
|
Borah S, Hazarika DJ, Baruah M, Bora SS, Gogoi M, Boro RC, Barooah M. Imidacloprid degrading efficiency of Pseudomonas plecoglossicida MBSB-12 isolated from pesticide contaminated tea garden soil of Assam. World J Microbiol Biotechnol 2022; 39:59. [PMID: 36572801 DOI: 10.1007/s11274-022-03507-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 12/21/2022] [Indexed: 12/28/2022]
Abstract
Long-term use of toxic pesticides in agricultural grounds has led to adverse effects on the environment and human health. Microbe-mediated biodegradation of pollutants is considered an effective strategy for the removal of contaminants in agricultural and environmental sustainability. Imidacloprid, a neonicotinoid class of pesticides, was widely applied insecticide in the control of pests in agricultural fields including the tea gardens of Assam. Here, native bacteria from imidacloprid contaminating tea garden soils were isolated and screened for imidacloprid degradation efficiency under laboratory conditions. Out of the 30 bacterial isolates, 4 were found to tolerate high concentrations of imidacloprid (25,000 ppm), one of which isolate MBSB-12 showed the highest efficiency for imidacloprid tolerance and utilization as the sole carbon source. Morphological, biochemical, and 16 S ribosomal RNA gene sequencing-based characterization revealed the isolate as Pseudomonas plecoglossicida MBSB-12. The isolate reduced 87% of extractable imidacloprid from the treated soil in 90 days compared to the control soil (without bacterial treatment). High-Resolution Mass Spectrometry (HRMS) analysis indicated imidacloprid breakdown to comparatively less harmful products viz., imidacloprid guanidine olefin [m/z = 209.0510 (M + H)+], imidacloprid urea [m/z = 212.0502 (M + H)+] and a dechlorinated degraded product of imidacloprid with m/z value 175.0900 (M + H)+. Further investigation on the molecular machinery of P. plecoglossicida MBSB-12 involved in the degradation of imidacloprid is expected to provide a better understanding of the degradation pathway.
Collapse
Affiliation(s)
- Subangshi Borah
- Department of Agricultural Biotechnology, Faculty of Agriculture, Assam Agricultural University, 785013, Jorhat, Assam, India
| | - Dibya Jyoti Hazarika
- Department of Agricultural Biotechnology, Faculty of Agriculture, Assam Agricultural University, 785013, Jorhat, Assam, India
| | - Manjistha Baruah
- Department of Agricultural Biotechnology, Faculty of Agriculture, Assam Agricultural University, 785013, Jorhat, Assam, India
| | - Sudipta Sankar Bora
- DBT-North East Centre for Agricultural Biotechnology, Assam Agricultural University, 785013, Jorhat, Assam, India
| | - Manuranjan Gogoi
- Department of Tea Husbandry and Technology, Assam Agricultural University, 785013, Jorhat, Assam, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Faculty of Agriculture, Assam Agricultural University, 785013, Jorhat, Assam, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Faculty of Agriculture, Assam Agricultural University, 785013, Jorhat, Assam, India.
| |
Collapse
|
5
|
Bora SS, Naorem RS, Hazarika DJ, Dasgupta A, Churaman A, Gogoi M, Barooah M. Agricultural Land Use Influences Bacteriophage Community Diversity, Richness, and Heterogeneity. Curr Microbiol 2022; 80:10. [PMID: 36445553 DOI: 10.1007/s00284-022-03129-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 11/23/2022] [Indexed: 11/30/2022]
Abstract
The last two decades have witnessed a large-scale conversion of crop cultivation areas into small and mid-sized tea plantations in Assam, India. Agricultural land-use pattern positively or negatively influences native hydrology and above- and belowground biodiversity. Very little is known about the effect of agricultural land-use patterns on the soil virus (especially, bacteriophage) community structure and function. This metagenomic-based study evaluated the rhizosphere viral community structure of three interlinked cultivation areas, viz., mixed cropping area (coded as CP1), tea-seed orchard (CP2), and monocropping tea cultivation (CP3). The bacteriophages belonged to four major classes with the dominance of Malgrandaviricetes (CP1: 79.37%; CP2: 64.62%; CP3: 4.85%) followed by Caudoviricetes (CP1: 20.49%; CP2: 35.22%; CP3: 90.29%), Faserviricetes (CP1: 0.03%; CP2: 0.08%; CP3: 3.88%), and Tectiliviricetes (CP1: 0.12%; CP2: 0.07%; CP3: 0.97%). Microviruses dominated the phage population in both CP1 and CP2, representing 79.35% and 64.59% of total bacteriophage abundance. Both CP1 and CP2 had higher bacteriophage richness (species richness, R in CP1: 65; R in CP2: 66) and lower evenness (Pielou's evenness index, J in CP1: 0.531; J in CP2: 0.579) compared to the CP3 (R: 30; J: 0.902). Principal component analysis of edaphic soil factors and bacteriophage community structure showed a reverse-proportional correlation between the levels of Al saturation, and exchangeable Al3+ ions with that of soil pH, and bacteriophage abundance. Our study indicates that monocropping tea cultivation soil bears less viral richness, abundance, and heterogeneity.
Collapse
Affiliation(s)
- Sudipta Sankar Bora
- DBT-North East Centre for Agricultural Biotechnology (DBT-NECAB), Assam Agricultural University, Jorhat, Assam, India
| | - Romen Singh Naorem
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Dibya Jyoti Hazarika
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Abhisek Dasgupta
- DBT-North East Centre for Agricultural Biotechnology (DBT-NECAB), Assam Agricultural University, Jorhat, Assam, India
| | - Amrita Churaman
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Manuranjan Gogoi
- Department of Tea Husbandry and Technology, Assam Agricultural University, Jorhat, Assam, India
| | - Madhumita Barooah
- DBT-North East Centre for Agricultural Biotechnology (DBT-NECAB), Assam Agricultural University, Jorhat, Assam, India. .,Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India.
| |
Collapse
|
6
|
Bora SS, Dullah S, Dey KK, Hazarika DJ, Sarmah U, Sharma D, Goswami G, Singh NR, Barooah M. Additive-induced pH determines bacterial community composition and metabolome in traditional mustard seed fermented products. Front Sustain Food Syst 2022. [DOI: 10.3389/fsufs.2022.1006573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
IntroductionKahudi and Kharoli are unique naturally fermented mustard seed products prepared and consumed in the northeastern region of India. The pre-fermentation processing of mustard seeds (soaking, pan-frying, mixing with alkaline or acidic additives, airtight packaging) renders a stringent fermentation environment. The metabolic activities of fermenting bacterial populations yield a myriad of glucosinolate-derived bioactive components which have not been described earlier.MethodsThis present study employed integrated 16S rRNA amplicon sequencing and LC-MS-based metabolomics to elucidate the bacterial diversity and metabolome of the two fermented mustard seed food products.Results and DiscussionUnivariate and multivariate analyses of metabolomics data revealed differential abundances of a few therapeutically-important metabolites viz., sinapine, indole-3-carbinol, γ-linolenic acid in Kahudi, and metabolites viz., β-sitosterol acetate, 3-butylene glucosinolate, erucic acid in Kharoli. A metagenomic investigation involving the 16S rRNA (V3–V4) amplicon sequencing showed the dominance of Firmicutes (99.1 ± 0.18%) in Kahudi, and Firmicutes (79.6 ± 1.92%) and Proteobacteria (20.37 ± 1.94%) in Kharoli. The most abundant genera were Bacillus (88.7 ± 1.67% in Kahudi; 12.5 ± 1.75% in Kharoli) followed by Lysinibacillus (67.1 ± 2.37% in Kharoli; 10.4 ± 1.74% in Kahudi). Members of both these genera are well known for proteolytic and endospore-forming abilities which could have helped in colonizing and thriving in the stringent fermentation environments.
Collapse
|
7
|
Goswami G, Hazarika DJ, Chowdhury N, Bora SS, Sarmah U, Naorem RS, Boro RC, Barooah M. Proline confers acid stress tolerance to Bacillus megaterium G18. Sci Rep 2022; 12:8875. [PMID: 35614097 PMCID: PMC9133035 DOI: 10.1038/s41598-022-12709-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 04/25/2022] [Indexed: 11/09/2022] Open
Abstract
Proline plays a multifunctional role in several organisms including bacteria in conferring protection under stress conditions. In this paper we report the role of proline in conferring acid tolerance to Bacillus megaterium G18. An acid susceptible mutant of B. megaterium G18 which required proline for its growth under acid stress condition was generated through Tn5 mutagenesis. Further, targeted inactivation of proC involved in osmo-adaptive proline synthesis in B. megaterium G18 resulted in the loss of ability of the bacterium to grow at low pH (pH 4.5). Exogenous supply of proline (1 mM) to the growth medium restored the ability of the mutant cells to grow at pH 4.5 which was not the same in case of other osmoprotectants tested. Proline was produced and secreted to extracellular medium by B. megaterium G18 when growing in low pH condition as evidenced by the use of Escherichia coli proline auxotrophs and HPLC analysis. Further, pHT01 vector based expression of full length proC gene in the ∆proC mutant cells restored the survival capacity of the mutant cells in acidic pH, suggesting that proline production is an important strategy employed by B. megaterium G18 to survive under acid stress induced osmotic stress.
Collapse
Affiliation(s)
- Gunajit Goswami
- DBT-North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Dibya Jyoti Hazarika
- DBT-North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Naimisha Chowdhury
- DBT-North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Sudipta Sankar Bora
- DBT-North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Unmona Sarmah
- DBT-North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Romen Singh Naorem
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India.
| |
Collapse
|
8
|
Barooah M, Joshi SR, Bahar B. Editorial: Genomics and Metabolomics of Microbes in Fermented Food. Front Microbiol 2022; 13:892726. [PMID: 35516421 PMCID: PMC9063780 DOI: 10.3389/fmicb.2022.892726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 03/14/2022] [Indexed: 11/24/2022] Open
Affiliation(s)
- Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, India
- *Correspondence: Madhumita Barooah
| | - Santa Ram Joshi
- Biotechnology and Bioinformatics Department, North Eastern Hill University, Shillong, India
| | - Bojlul Bahar
- School of Sport and Health Sciences, University of Central Lancashire, Preston, United Kingdom
| |
Collapse
|
9
|
Naorem RS, Pangabam BD, Bora SS, Goswami G, Barooah M, Hazarika DJ, Fekete C. Identification of Putative Vaccine and Drug Targets against the Methicillin-Resistant Staphylococcus aureus by Reverse Vaccinology and Subtractive Genomics Approaches. Molecules 2022; 27:2083. [PMID: 35408485 PMCID: PMC9000511 DOI: 10.3390/molecules27072083] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 03/18/2022] [Accepted: 03/21/2022] [Indexed: 01/23/2023] Open
Abstract
Methicillin-resistant Staphylococcus aureus (MRSA) is an opportunistic pathogen and responsible for causing life-threatening infections. The emergence of hypervirulent and multidrug-resistant (MDR) S. aureus strains led to challenging issues in antibiotic therapy. Consequently, the morbidity and mortality rates caused by S. aureus infections have a substantial impact on health concerns. The current worldwide prevalence of MRSA infections highlights the need for long-lasting preventive measures and strategies. Unfortunately, effective measures are limited. In this study, we focus on the identification of vaccine candidates and drug target proteins against the 16 strains of MRSA using reverse vaccinology and subtractive genomics approaches. Using the reverse vaccinology approach, 4 putative antigenic proteins were identified; among these, PrsA and EssA proteins were found to be more promising vaccine candidates. We applied a molecular docking approach of selected 8 drug target proteins with the drug-like molecules, revealing that the ZINC4235426 as potential drug molecule with favorable interactions with the target active site residues of 5 drug target proteins viz., biotin protein ligase, HPr kinase/phosphorylase, thymidylate kinase, UDP-N-acetylmuramoyl-L-alanyl-D-glutamate-L-lysine ligase, and pantothenate synthetase. Thus, the identified proteins can be used for further rational drug or vaccine design to identify novel therapeutic agents for the treatment of multidrug-resistant staphylococcal infection.
Collapse
Affiliation(s)
- Romen Singh Naorem
- Department of General and Environmental Microbiology, Institute of Biology and Sport Biology, University of Pécs, Ifusag utja. 6, 7624 Pecs, Hungary; (R.S.N.); (B.D.P.)
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat 785013, India; (M.B.); (D.J.H.)
| | - Bandana Devi Pangabam
- Department of General and Environmental Microbiology, Institute of Biology and Sport Biology, University of Pécs, Ifusag utja. 6, 7624 Pecs, Hungary; (R.S.N.); (B.D.P.)
| | - Sudipta Sankar Bora
- DBT—North East Centre for Agricultural Biotechnology (DBT-AAU Center), Assam Agricultural University, Jorhat 785013, India;
| | - Gunajit Goswami
- Multidisciplinary Research Unit, Jorhat Medical College and Hospital, Jorhat 785008, India;
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat 785013, India; (M.B.); (D.J.H.)
- DBT—North East Centre for Agricultural Biotechnology (DBT-AAU Center), Assam Agricultural University, Jorhat 785013, India;
| | - Dibya Jyoti Hazarika
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat 785013, India; (M.B.); (D.J.H.)
| | - Csaba Fekete
- Department of General and Environmental Microbiology, Institute of Biology and Sport Biology, University of Pécs, Ifusag utja. 6, 7624 Pecs, Hungary; (R.S.N.); (B.D.P.)
| |
Collapse
|
10
|
Kakoti M, Dullah S, Hazarika DJ, Barooah M, Boro RC. Cinnabarinic acid from Trametes coccinea fruiting bodies exhibits antibacterial activity through inhibiting the biofilm formation. Arch Microbiol 2022; 204:173. [PMID: 35165789 DOI: 10.1007/s00203-022-02782-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 01/18/2022] [Accepted: 01/25/2022] [Indexed: 01/22/2023]
Abstract
Wild mushrooms are rich sources of natural compounds with potent bioactive properties. Several important metabolites have been reported from mushrooms, which possess clinically important bioactive properties like antibacterial, anticancer, antidiabetic, and neuroprotective activity. In this study, we have evaluated the antimicrobial activity of Trametes coccinea fruiting body extracts against different bacterial isolates, viz., Bacillus subtilis, Bacillus cereus, and Escherichia coli. Fruiting bodies of three T. coccinea samples, of which two were collected from Santipur, Arunachal Pradesh and one collected from Jorhat, Assam, were used for extraction using methanol. The extracts showed significant antimicrobial activity against all the test bacteria. Minimum Inhibitory Concentration (MIC) of the extracts against Bacillus subtilis, Bacillus cereus, and Escherichia coli was recorded as 400 µg/ml, 400 µg/ml, and 300 µg/ml, respectively. Furthermore, the bioactive compounds of the extract were separated and detected using Thin Layer Chromatography (TLC). Presence of cinnabarinic acid (CBA)-a potent antimicrobial compound- was detected in TLC, which was further confirmed through High Performance Liquid Chromatography (HPLC) and Electrospray Ionization-Mass Spectrometry (ESI-MS). Cinnabarinic acid was able to inhibit the formation of biofilms in Bacillus subtilis and B. cereus, suggesting that the compound can be beneficial in the management of biofilm-based antimicrobial resistance.
Collapse
Affiliation(s)
- Merilin Kakoti
- Department of Bioengineering and Technology, GUIST, Gauhati University, Guwahati, 781014, Assam, India
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, Assam, India
| | - Samim Dullah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, Assam, India
| | - Dibya Jyoti Hazarika
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, Assam, India
- DBT - North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, Assam, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, Assam, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, Assam, India.
| |
Collapse
|
11
|
Chowdhury N, Hazarika DJ, Goswami G, Sarmah U, Borah S, Boro RC, Barooah M. Acid tolerant bacterium Bacillus amyloliquefaciens MBNC retains biocontrol efficiency against fungal phytopathogens in low pH. Arch Microbiol 2022; 204:124. [PMID: 34997335 DOI: 10.1007/s00203-021-02741-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 12/22/2021] [Accepted: 12/23/2021] [Indexed: 11/28/2022]
Abstract
Soil pH conditions have important consequences for microbial community structure, their dynamics, ecosystem processes, and interactions with plants. Low soil pH affects the growth and functional activity of bacterial biocontrol agents which may experience a paradigm shift in their ability to act antagonistically against fungal phytopathogens. In this study, the antifungal activity of an acid-tolerant soil bacterium Bacillus amyloliquefaciens MBNC was evaluated under low pH and compared to its activity in neutral pH conditions. Bacterial supernatant from 3-day-old culture (approximately 11.2 × 108 cells/mL) grown in low pH conditions was found more effective against fungal pathogens. B. amyloliquefaciens MBNC harboured genes involved in the synthesis of secondary metabolites of which surfactin homologues, with varying chain length (C11-C15), were identified through High-Resolution Mass Spectroscopy. The pH of the medium influenced the production of these metabolites. Surfactin C15 was exclusive to the extract of pH 4.5; production of iturinA and surfactin C11 was detected only in pH 7.0, while surfactin C12, C13 and C14 were detected in extracts of both the pH conditions. The secretion of phytohormones viz. indole acetic acid and gibberellic acid by B. amyloliquefaciens MBNC was detected in higher amounts in neutral condition compared to acidic condition. Although, secretion of metabolites and phytohormones in B. amyloliquefaciens MBNC was influenced by the pH condition of the medium, the isolate retained its antagonistic efficiency against several fungal phyto-pathogens under acidic condition.
Collapse
Affiliation(s)
- Naimisha Chowdhury
- DBT-North East Centre for Agricultural Biotechnology, Jorhat, Assam, 785013, India.,Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Dibya Jyoti Hazarika
- DBT-North East Centre for Agricultural Biotechnology, Jorhat, Assam, 785013, India.,Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Gunajit Goswami
- DBT-North East Centre for Agricultural Biotechnology, Jorhat, Assam, 785013, India
| | - Unmona Sarmah
- DBT-North East Centre for Agricultural Biotechnology, Jorhat, Assam, 785013, India
| | - Shrutirupa Borah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Madhumita Barooah
- DBT-North East Centre for Agricultural Biotechnology, Jorhat, Assam, 785013, India. .,Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India.
| |
Collapse
|
12
|
Dullah S, Hazarika DJ, Parveen A, Kakoti M, Borgohain T, Gautom T, Bhattacharyya A, Barooah M, Boro RC. Fungal interactions induce changes in hyphal morphology and enzyme production. Mycology 2021; 12:279-295. [PMID: 34900382 PMCID: PMC8654418 DOI: 10.1080/21501203.2021.1932627] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
In nature, species interacts/competes with one other within their surrounding for food and space and the type of interactions are unique to each species. The interacting partners secrete different metabolites, which may have high importance in human welfare. Fungal-fungal interactions are complex mechanisms that need better understanding. Here, 14 fungal isolates were facilitated in 105 possible combinations to interact on potato dextrose agar. Morphologically, no changes were observed when the same fungal isolates were allowed to interact within them. However, 10 interactions between different fungal isolates showed mutual replacement with each fungus; capturing territory from the other. Contrastingly, 35 interactions resulted into complete replacement as one of the fungi was inhibited by rapid growth of the other fungus. In 46 interactions, formation of barrage was observed leading to deadlock type of interaction wherein both fungi have restricted growth. To study in details about the barrage formation, two fungal interactions were taken (i) T. coccinea vs. L. lactinea and (ii) T. coccinea vs. T. versicolor. Microscopic changes in the hyphal growth during interaction were observed. There was significant increase in the enzymatic activities including cellulase, xylanase and chitinase during in-vitro fungal-fungal interaction, suggesting the importance of such interactions for commercial enzyme production.
Collapse
Affiliation(s)
- Samim Dullah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Dibya Jyoti Hazarika
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Assma Parveen
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Merilin Kakoti
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Tanushree Borgohain
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Trishnamoni Gautom
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India.,Royal School of Bio-Sciences, Royal Global University, Guwahati, India
| | - Ashok Bhattacharyya
- Department of Plant Pathology, Assam Agricultural University, Jorhat, Assam, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| |
Collapse
|
13
|
Kakoti M, Hazarika D, Parveen A, Dullah S, Ghosh A, Saha D, Barooah M, Boro R. Nutritional Properties, Antioxidant and Antihaemolytic Activities of the Dry Fruiting Bodies of Wild Edible Mushrooms Consumed by Ethnic Communities of Northeast India. POL J FOOD NUTR SCI 2021. [DOI: 10.31883/pjfns/144044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
|
14
|
Hazarika DJ, Kakoti M, Kalita R, Gautom# T, Goswami G, Barooah M, Boro RC. Prodigiosin from an Endofungal Bacterium Serratia marcescens D1 Inhibits Biofilm Formation in Gram-Positive Bacteria. Microbiology (Reading) 2021. [DOI: 10.1134/s0026261722010052] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
|
15
|
Dullah S, Hazarika DJ, Goswami G, Borgohain T, Ghosh A, Barooah M, Bhattacharyya A, Boro RC. Melanin production and laccase mediated oxidative stress alleviation during fungal-fungal interaction among basidiomycete fungi. IMA Fungus 2021; 12:33. [PMID: 34749811 PMCID: PMC8576908 DOI: 10.1186/s43008-021-00082-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 10/18/2021] [Indexed: 11/10/2022] Open
Abstract
Fungal-fungal interaction often leads to the change in metabolite profile of both the interacting fungus which may have potential implication in industry or agriculture. In the present study, we performed two sets of fungal-fungal interaction-Trametes coccinea (F3) with Leiotrametes lactinea (F9) and T. coccinea (F3) with T. versicolor (F1) to understand the changes in the metabolite profile during the interaction process and how this process impacts the hyphal/mycelial morphology of the participating fungi. The metabolites produced during interaction of T. coccinea (F3) with L. lactinea (F9) and T. coccinea (F3) with T. versicolor (F1) was analysed through liquid chromatography coupled to mass spectroscopy (LC-MS). Most of the metabolites secreted or produced during interaction are associated with defensive response. Further, visualization with scanning electron microscopy revealed that interaction between the tested fungi led to the changes in the hyphal morphology. The bipartite fungal interaction resulted in the production of a dark brown colour pigment-melanin as confirmed by the LC-MS, FTIR and NMR analysis. Moreover, the fungal-fungal interaction also led to increase in the production of laccase, a group of multicopper oxidases involved in detoxification of toxic compounds. Further, increased activity of superoxide dismutase, an enzyme that catalyzes the dismutation of the superoxide anion to hydrogen peroxide was also recorded during fungal-fungal interaction. Quantitative real-time PCR revealed upregulation of lcc1 (encoding a laccase enzyme) and few other stress related genes of T. versicolor during its hyphal interaction with T. coccinea, suggesting a direct correlation between laccase production and melanin production.
Collapse
Affiliation(s)
- Samim Dullah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam 785013 India
| | - Dibya Jyoti Hazarika
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam 785013 India
- DBT-North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam 785013 India
| | - Gunajit Goswami
- DBT-North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam 785013 India
| | - Tanushree Borgohain
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam 785013 India
| | - Alokesh Ghosh
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam 785013 India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam 785013 India
| | - Ashok Bhattacharyya
- Department of Plant Pathology, Assam Agricultural University, Jorhat, Assam 785013 India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam 785013 India
| |
Collapse
|
16
|
Borah M, Das S, Bora SS, Boro RC, Barooah M. Comparative assessment of multi-trait plant growth-promoting endophytes associated with cultivated and wild Oryza germplasm of Assam, India. Arch Microbiol 2021; 203:2007-2028. [PMID: 33554275 DOI: 10.1007/s00203-020-02153-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 11/30/2020] [Accepted: 12/03/2020] [Indexed: 10/22/2022]
Abstract
This paper presents a comparative study of endophytic bacteria from cultivated (Oryza sativa) and wild rice (Oryza rufipogon) plants and their functional traits related to plant growth promotion. A total of 70 bacterial isolates were characterized by both biochemical and molecular identification methods. Taxonomic classification showed dominance of three major phyla, viz, Firmicutes (57.1%), Actinobacteria (20.0%) and Proteobacteria (22.8%). Screening for in vitro plant growth-promoting activities revealed a hitherto unreported endophytic bacterium from wild rice germplasm, Microbacterium laevaniformans RS0111 with highest indole acetic acid (28.39 ± 1.39 µg/ml) and gibberellic acid (67.23 ± 1.83 µg/ml) producing efficiency. Few other endophytic isolates from cultivated rice germplasm such as Bacillus tequilensis RHS01 showed highest phosphate solubilizing activity (81.70 ± 1.98 µg/ml), while Microbacterium testaceum MKLS01 and Microbacterium enclense MI03 L05 showed highest potassium (53.42 ± 0.75 µg/ml) and zinc solubilizing activity (157.50%). Fictibacillus aquaticus LP20 05 produced highest siderophore (64.8%). In vivo evaluation of plant growth-promoting efficiencies of the isolates showed that Microbacterium laevaniformans RS0111, Microbacterium testaceum MKLS01 and Bacillus tequilensis RHS 01 could increase rice grain yield by 3.4-fold when compared to the control group. This study indicates the potentiality of rice endophytes isolates as an effective bioinoculants.
Collapse
Affiliation(s)
- Madhusmita Borah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Saurav Das
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Sudipta Sankar Bora
- DBT-North East Centre for Agricultural Biotechnology (DBT-NECAB), Assam Agricultural University, Jorhat, Assam, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India. .,DBT-North East Centre for Agricultural Biotechnology (DBT-NECAB), Assam Agricultural University, Jorhat, Assam, India.
| |
Collapse
|
17
|
Das Kangabam R, Silla Y, Goswami G, Barooah M. Bacterial Operational Taxonomic Units Replace the Interactive Roles of Other Operational Taxonomic Units Under Strong Environmental Changes. Curr Genomics 2020; 21:512-524. [PMID: 33214767 PMCID: PMC7604743 DOI: 10.2174/1389202921999200716104355] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 04/28/2020] [Accepted: 05/30/2020] [Indexed: 01/22/2023] Open
Abstract
Background Microorganisms are an important component of an aquatic ecosystem and play a critical role in the biogeochemical cycle which influences the circulation of the materials and maintains the balance in aquatic ecosystems. Objective The seasonal variation along with the impact of anthropogenic activities, water quality, bacterial community composition and dynamics in the Loktak Lake, the largest freshwater lake of North East India, located in the Indo-Burma hotspot region was assessed during post-monsoon and winter season through metagenome analysis. Methods Five soil samples were collected during Post-monsoon and winter season from the Loktak Lake that had undergone different anthropogenic impacts. The metagenomic DNA of the soil samples was extracted using commercial metagenomic DNA extraction kits following the manufacturer’s instruction. The extracted DNA was used to prepare the NGS library and sequenced in the Illumina MiSeq platform. Results Metagenomics analysis reveals Proteobacteria as the predominant community followed by Acidobacteria and Actinobacteria. The presence of these groups of bacteria indicates nitrogen fixation, oxidation of iron, sulfur, methane, and source of novel antibiotic candidates. The bacterial members belonging to different groups were involved in various biogeochemical processes, including fixation of carbon and nitrogen, producing streptomycin, gramicidin and perform oxidation of sulfur, sulfide, ammonia, and methane. Conclusion The outcome of this study provides a valuable dataset representing a seasonal profile across various land use and analysis, targeting at establishing an understanding of how the microbial communities vary across the land use and the role of keystone taxa. The findings may contribute to searches for microbial bio-indicators as biodiversity markers for improving the aquatic ecosystem of the Loktak Lake.
Collapse
Affiliation(s)
- Rajiv Das Kangabam
- 1Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India; 2Advanced Computational and Data Sciences Division, CSIR- North East Institute of Science and Technology, Jorhat-785006, India; 3DBT North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India
| | - Yumnam Silla
- 1Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India; 2Advanced Computational and Data Sciences Division, CSIR- North East Institute of Science and Technology, Jorhat-785006, India; 3DBT North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India
| | - Gunajit Goswami
- 1Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India; 2Advanced Computational and Data Sciences Division, CSIR- North East Institute of Science and Technology, Jorhat-785006, India; 3DBT North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India
| | - Madhumita Barooah
- 1Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India; 2Advanced Computational and Data Sciences Division, CSIR- North East Institute of Science and Technology, Jorhat-785006, India; 3DBT North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India
| |
Collapse
|
18
|
Hazarika DJ, Gautom T, Parveen A, Goswami G, Barooah M, Modi MK, Boro RC. Mechanism of interaction of an endofungal bacterium Serratia marcescens D1 with its host and non-host fungi. PLoS One 2020; 15:e0224051. [PMID: 32320394 PMCID: PMC7176118 DOI: 10.1371/journal.pone.0224051] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Accepted: 03/07/2020] [Indexed: 01/17/2023] Open
Abstract
Association of bacteria with fungi is a major area of research in infection biology, however, very few strains of bacteria have been reported that can invade and reside within fungal hyphae. Here, we report the characterization of an endofungal bacterium Serratia marcescens D1 from Mucor irregularis SS7 hyphae. Upon re-inoculation, colonization of the endobacterium S. marcescens D1 in the hyphae of Mucor irregularis SS7 was demonstrated using stereo microscopy. However, S. marcescens D1 failed to invade into the hyphae of the tested Ascomycetes (except Fusarium oxysporum) and Basidiomycetes. Remarkably, Serratia marcescens D1 could invade and spread over the culture of F. oxysporum that resulted in mycelial death. Prodigiosin, the red pigment produced by the Serratia marcescens D1, helps the bacterium to invade fungal hyphae as revealed by the increasing permeability in fungal cell membrane. On the other hand, genes encoding the type VI secretion system (T6SS) assembly protein TssJ and an outer membrane associated murein lipoprotein also showed significant up-regulation during the interaction process, suggesting the involvement of T6SS in the invasion process.
Collapse
Affiliation(s)
- Dibya Jyoti Hazarika
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, India
| | - Trishnamoni Gautom
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, India
| | - Assma Parveen
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, India
| | - Gunajit Goswami
- DBT-North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, India
| | - Mahendra Kumar Modi
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, India
- * E-mail:
| |
Collapse
|
19
|
Amao JA, Barooah M, Omojasola PF. Comparative 16S rDNA metagenomics study of two samples of cassava peel heap from Nigeria and India. 3 Biotech 2019; 9:418. [PMID: 31696023 DOI: 10.1007/s13205-019-1941-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Accepted: 10/10/2019] [Indexed: 11/28/2022] Open
Abstract
The microbiology of many cassava products and the wastes generated during the processing have been reported; however, majority of these reports used culture-dependent methods. This has resulted in a dearth of information on the bacterial diversity of cassava peels and peel heaps. Large amounts of cassava peels generated during the processing of cassava root are usually discharged on land or water as wastes and are allowed to rot in the open, especially in some developing countries. Culture-independent methods such as PCR-based amplification and sequencing of 16S rRNA genes, among others have been used in recent times to study the diversity of microbes in different environmental samples. In this study, bacterial isolates were screened for cellulase and xylanase enzyme activities on minimal agar and genomic DNA was isolated from cassava peel samples; metagenomics was carried out using MiSeq 2 × 300 with primers specific for V3-V4 bacterial region. Samples collected from Nigeria (AAG) had more species compared with samples from India (JHA) with 793 and 525 observed OTUs (operational taxonomic units), respectively. Five bacterial isolates from cassava peel-heap samples obtained from Ogbomoso, Nigeria showed no ability to produce cellulase enzyme, seven isolates from the Nigeria samples and three from Jorhat samples were positive for xylanase production; the highest amylase activity was shown by isolate AG18 (10,055 U/mL), while the lowest was recorded for isolate JA2 (2333 U/mL) with a significant difference observed in the amylase activities of isolates (p ≤ 0.05). Comparing the most abundant taxonomy for each of the samples at different taxonomic levels, the most abundant for sample AAG were phylum Firmicutes (42.11%), class Bacilli (41.27%), order Lactobacillales (33.11%), family Acetobacteraceae (31.30%), genus Acetobacter (30.02%) and unclassified species of Acetobacter (29.88%), while sample JHA had Actinobacteria (47.47%) as the highest phylum and class, order Actinomycetales (47.47%), family Brevibacteriaceae (46.97%), genus Brevibacterium (46.97%) and unclassified species of Brevibacterium (46.89%). This study provides an insight into the vast diversity of the bacteria associated with cassava peel heaps and the ability of some of the bacteria to produce selected extracellular enzymes.
Collapse
Affiliation(s)
- John Ayobami Amao
- 1Department of Microbiology, University of Ilorin, Ilorin, Nigeria
- 2Microbial Biotechnology Laboratory, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, India
| | - Madhumita Barooah
- 2Microbial Biotechnology Laboratory, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, India
| | | |
Collapse
|
20
|
Hazarika DJ, Goswami G, Gautom T, Parveen A, Das P, Barooah M, Boro RC. Lipopeptide mediated biocontrol activity of endophytic Bacillus subtilis against fungal phytopathogens. BMC Microbiol 2019; 19:71. [PMID: 30940070 PMCID: PMC6444643 DOI: 10.1186/s12866-019-1440-8] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 03/22/2019] [Indexed: 01/20/2023] Open
Abstract
Background The use of chemical fungicides against fungal pathogens adversely affects soil and plant health thereby resulting in overall environmental hazards. Therefore, biological source for obtaining antifungal agents is considered as an environment-friendly alternative for controlling fungal pathogens. Results In this study, seven endophytic bacteria were isolated from sugarcane leaves and screened for its antifungal activity against 10 fungal isolates belonging to the genera Alternaria, Cochliobolus, Curvularia, Fusarium, Neodeightonia, Phomopsis and Saccharicola isolated from diseased leaves of sugarcane. Among the seven bacterial isolates, SCB-1 showed potent antagonistic activity against the tested fungi. Based on the phenotypic data, Fatty Acid Methyl Esters (FAME) and 16S rRNA gene sequence analysis, the isolate SCB-1 was identified as Bacillus subtilis. The bacterial isolate was screened negative for chitinase production; however, chloroform and methanol extracts of the bacterial culture caused significant inhibition in the growth of the fungal isolates on semisolid media. Volatile component assay showed highest inhibitory activity against Saccharicola bicolor (SC1.4). A PCR based study detected the presence of the genes involved in biosynthesis of surfactin, bacillaene, difficidin, macrolactins and fengycin. Mass spectrometric analysis of the bacterial extract detected the presence of antifungal lipopeptide surfactin, but other metabolites were not detected. The biocontrol activity of the bacterial isolate was established when bacterial pretreated mung bean seeds were able to resist Fusarium infection, however, the untreated seeds failed to germinate. Conclusion The antifungal potential of isolate Bacillus subtilis SCB-1 was established against taxonomically diverse fungal pathogens including the genera Saccharicola, Cochliobolus, Alternaria and Fusarium. The potent antifungal compound surfactin as well as volatiles produced by the bacterial isolate could be responsible for its bio-control activity against fungal infections. Electronic supplementary material The online version of this article (10.1186/s12866-019-1440-8) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Dibya Jyoti Hazarika
- Department of Agricultural Biotechnology, Assam Agricultural University, 785013, Jorhat, India
| | - Gunajit Goswami
- Department of Agricultural Biotechnology, Assam Agricultural University, 785013, Jorhat, India
| | - Trishnamoni Gautom
- Department of Agricultural Biotechnology, Assam Agricultural University, 785013, Jorhat, India
| | - Assma Parveen
- Department of Agricultural Biotechnology, Assam Agricultural University, 785013, Jorhat, India
| | - Pompi Das
- Department of Agricultural Biotechnology, Assam Agricultural University, 785013, Jorhat, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, 785013, Jorhat, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, 785013, Jorhat, India.
| |
Collapse
|
21
|
Deka P, Goswami G, Das P, Gautom T, Chowdhury N, Boro RC, Barooah M. Bacterial exopolysaccharide promotes acid tolerance in Bacillus amyloliquefaciens and improves soil aggregation. Mol Biol Rep 2018; 46:1079-1091. [PMID: 30554311 DOI: 10.1007/s11033-018-4566-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Accepted: 12/10/2018] [Indexed: 01/03/2023]
Abstract
In this paper we report the isolation and taxonomic characterization of exopolysaccharide (EPS) producing bacteria followed by the role of EPS in conferring acid tolerance to the soil bacteria Bacillus amyloliquefaciens p16. The role of EPS in promoting soil aggregation is also presented. A total of 75 isolates were tested for acid tolerance and biofilm production under acid stress of which, 54 isolates were further tested for EPS production. Out of the 54 isolates, 28 isolates produced EPS in the range of (67.88 and 219.96 µg/ml) with B. amyloliquefaciens p16 showing the highest production. The 28 isolates characterized for phenotypic and molecular traits mostly belonged to the members of the genera Bacillus, Brevibacillus, Brevibacterium, Paenibacillus, Serretia, Pseudomonas, Arthrobacter and Lysinibacillus. The monosaccharide components of the EPS produced by B. amyloliquefaciens p16 shifted from galactose to arabinose under acid stress as revealed through HPLC analysis. Inactivation of the epsB gene encoding putative bacterial protein tyrosine kinase (BY-kinases) in B. amyloliquefaciens p16 resulted in significantly less EPS (33.23 µg/ml) production compared to wild-type (WT) (223.87 µg/ml). The mutant (B. amyloliquefaciens 6A5) was barely able to survive in pH 4.5 unlike that of the WT. Further, inoculation of the WT and mutant B. amyloliquefaciens 6A5 in the soil resulted in formation of small sized soil aggregates (42.41 mm) with less water holding capacity (27.67%) as compared to the soil treated with WT that produced larger soil aggregates of size 80.59 mm with higher 53.90% water holding capacity. This study indicates that EPS produced by acid-tolerant B. amyloliquefaciens p16 can not only impart acid tolerance to the bacteria but also aids in promoting soil aggregation when applied to the soil.
Collapse
Affiliation(s)
- Priyadarshini Deka
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Gunajit Goswami
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Pompi Das
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Trishnamoni Gautom
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Naimisha Chowdhury
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India.
| |
Collapse
|
22
|
Goswami G, Panda D, Samanta R, Boro RC, Modi MK, Bujarbaruah KM, Barooah M. Bacillus megaterium adapts to acid stress condition through a network of genes: Insight from a genome-wide transcriptome analysis. Sci Rep 2018; 8:16105. [PMID: 30382109 PMCID: PMC6208408 DOI: 10.1038/s41598-018-34221-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Accepted: 10/05/2018] [Indexed: 11/18/2022] Open
Abstract
RNA-seq analysis of B. megaterium exposed to pH 7.0 and pH 4.5 showed differential expression of 207 genes related to several processes. Among the 207 genes, 11 genes displayed increased transcription exclusively in pH 4.5. Exposure to pH 4.5 induced the expression of genes related to maintenance of cell integrity, pH homeostasis, alternative energy generation and modification of metabolic processes. Metabolic processes like pentose phosphate pathway, fatty acid biosynthesis, cysteine and methionine metabolism and synthesis of arginine and proline were remodeled during acid stress. Genes associated with oxidative stress and osmotic stress were up-regulated at pH 4.5 indicating a link between acid stress and other stresses. Acid stress also induced expression of genes that encoded general stress-responsive proteins as well as several hypothetical proteins. Our study indicates that a network of genes aid B. megaterium G18 to adapt and survive in acid stress condition.
Collapse
Affiliation(s)
- Gunajit Goswami
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, India.,Department of Life-Sciences, Dibrugarh University, Dibrugarh, 786004, Assam, India
| | - Debashis Panda
- Distributed Information Centre, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, India
| | - Ramkrishna Samanta
- Department of Life-Sciences, Dibrugarh University, Dibrugarh, 786004, Assam, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, India
| | - Mahendra Kumar Modi
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, India.,Distributed Information Centre, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, India
| | - Kamal Malla Bujarbaruah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, India.
| |
Collapse
|
23
|
Das S, Barooah M. Characterization of siderophore producing arsenic-resistant Staphylococcus sp. strain TA6 isolated from contaminated groundwater of Jorhat, Assam and its possible role in arsenic geocycle. BMC Microbiol 2018; 18:104. [PMID: 30180796 PMCID: PMC6122220 DOI: 10.1186/s12866-018-1240-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2018] [Accepted: 08/20/2018] [Indexed: 11/17/2022] Open
Abstract
Background Microorganisms specifically bacteria play a crucial role in arsenic mobilization and its distribution in aquatic systems. Although bacteria are well known for their active participation in the different biogeochemical cycles, the role of these bacteria in regulating the concentration of arsenic in Brahmaputra valley has not been investigated in detail. Results In this paper, we report the isolation of an arsenic resistant bacterium TA6 which can efficiently reduce arsenate. The isolate identified as Staphylococcus sp. TA6 based on the molecular and chemotaxonomic identification (FAME) showed resistance to the high concentration of both arsenate and arsenite (As(III) = 30 mM; As(V) = 250 mM), along with cross-tolerance to other heavy metals viz., Hg2+, Cd2+, Co2+, Ni2+, Cr2+. The bacterium also had a high siderophore activity (78.7 ± 0.004 μmol) that positively correlated with its ability to resist arsenic. The isolate, Staphylococcus sp. TA6 displayed high bio-transformation ability and reduced 2 mM As(V) initially added into As(III) in a period of 72 h with 88.2% efficiency. The characterization of arsenate reductase enzyme with NADPH coupled assay showed the highest activity at pH 5.5 and temperature of 50 °C. Conclusions This study demonstrates the role of an isolate, Staphylococcus sp. TA6, in the biotransformation of arsenate to arsenite. The presence of ars operon along with the high activity of the arsenate reductase and siderophore production in this isolate may have played an important role in mobilizing arsenate to arsenite and thus increasing the toxicity of arsenic in the aquatic systems of the Brahmaputra valley. Electronic supplementary material The online version of this article (10.1186/s12866-018-1240-6) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Saurav Das
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India.,Present Address: Panhandle Research and Extension Centre, University of Nebraska-Lincoln, Scottsbluff, Nebraska, 69361, USA
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India.
| |
Collapse
|
24
|
Goswami G, Deka P, Das P, Bora SS, Samanta R, Boro RC, Barooah M. Diversity and functional properties of acid-tolerant bacteria isolated from tea plantation soil of Assam. 3 Biotech 2017; 7:229. [PMID: 28681289 DOI: 10.1007/s13205-017-0864-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Accepted: 06/28/2017] [Indexed: 01/22/2023] Open
Abstract
In this study, we report on the bacterial diversity and their functional properties prevalent in tea garden soils of Assam that have low pH (3.8-5.5). Culture-dependent studies and phospholipid fatty acid analysis revealed a high abundance of Gram-positive bacteria. Further, 70 acid-tolerant bacterial isolates characterized using a polyphasic taxonomy approach could be grouped to the genus Bacillus, Lysinibacillus, Staphylococcus, Brevundimonas, Alcaligenes, Enterobacter, Klebsiella, Escherichia, and Aeromonas. Among the 70 isolates, 47 most promising isolates were tested for their plant growth promoting activity based on the production of Indole Acetic Acid (IAA), siderophore, and HCN as well as solubilization of phosphate, zinc, and potassium. Out of the 47 isolates, 10 isolates tested positive for the entire aforesaid plant growth promoting tests and further tested for quantitative analyses for production of IAA, siderophore, and phosphate solubilization at the acidic and neutral condition. Results indicated that IAA and siderophore production, as well as phosphate solubilization efficiency of the isolates decreased significantly (P ≤ 0.05) in the acidic environment. This study revealed that low soil pH influences bacterial community structure and their functional properties.
Collapse
Affiliation(s)
- Gunajit Goswami
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
- Department of Life-Sciences, Dibrugarh University, Dibrugarh, Assam, 786004, India
| | - Priyadarshini Deka
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Pompi Das
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Sudipta Sankar Bora
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Ramkrishna Samanta
- Department of Life-Sciences, Dibrugarh University, Dibrugarh, Assam, 786004, India
| | - Robin Chandra Boro
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India.
| |
Collapse
|
25
|
Adewoyin AG, Barooah M, Oloke JK, Bora SS. Identification and physiological properties of a Nigerian strain of Volvariella sp. isolated from oil palm waste. World J Microbiol Biotechnol 2017; 33:135. [PMID: 28585172 DOI: 10.1007/s11274-017-2293-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 05/22/2017] [Indexed: 10/19/2022]
Abstract
Over the years several species of edible mushrooms have been collected for consumption from different agro-wastes in Nigeria. Identification of most of these mushrooms was often by morphological descriptive methods. This study reports the morphological study, physiological study and identification of a Nigerian wild strain of Volvariella sp. (VNW) isolated from discarded oil palm waste and three Indian commercial strains V11, V245 and V247 of V. volvacea. Effect of incubation temperatures and medium pH was investigated. Molecular characterization of the strains was carried out using ITS-1 and ITS-4 primers. Results obtained showed close similarities of the Nigerian strain to the Indian strains with few morphological variations in colour, shape and appearance. Growth was observed at temperature range of 20-40 °C and pH range of 4.0-8.0 for all strains with optimum mycelia extension at 35 °C and pH 6.0. VNW recorded a significantly higher (p ≤ 0.05) mycelia extension rate at 35 °C (25.20 ± 1.80 mm/day) and pH 6.0 (40.20 ± 0.34 mm/day). Highest biomass yield was observed at pH 6.0 with V11 recording a significantly (p ≤ 0.05) higher yield (1.74 ± 0.07 g/100 mL). Increasing percentage (w/v) of CaSO4·H2O increased biomass yield of all the strains. NJ phylogenetic tree showed the Nigerian and Indian strains in the same cluster indicating evolutionary closeness than with other species of Volvariella from GenBank in a separate cluster even though they share a common ancestor. This successfully proves the identity of a Nigerian strain of Volvariella sp. VNW from oil palm waste as V. volvacea with GenBank accession number KC894923.
Collapse
Affiliation(s)
- A G Adewoyin
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India. .,Department of Science Laboratory Technology, Ladoke Akintola University of Technology, P. M. B. 4000, Ogbomoso, Nigeria.
| | - M Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - J K Oloke
- Department of Pure and Applied Biology, Ladoke Akintola University of Technology, P. M. B. 4000, Ogbomoso, Nigeria
| | - S S Bora
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| |
Collapse
|
26
|
Das S, Bora SS, Yadav RNS, Barooah M. A metagenomic approach to decipher the indigenous microbial communities of arsenic contaminated groundwater of Assam. Genom Data 2017; 12:89-96. [PMID: 28409115 PMCID: PMC5379903 DOI: 10.1016/j.gdata.2017.03.013] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Revised: 03/22/2017] [Accepted: 03/26/2017] [Indexed: 02/01/2023]
Abstract
Metagenomic approach was used to understand the structural and functional diversity present in arsenic contaminated groundwater of the Ganges Brahmaputra Delta aquifer system. A metagene dataset (coded as TTGW1) of 89,171 sequences (totaling 125,449,864 base pairs) with an average length of 1406 bps was annotated. About 74,478 sequences containing 101,948 predicted protein coding regions passed the quality control. Taxonomical classification revealed abundance of bacteria that accounted for 98.3% of the microbial population of the metagenome. Eukaryota had an abundance of 1.1% followed by archea that showed 0.4% abundance. In phylum based classification, Proteobacteria was dominant (62.6%) followed by Bacteroidetes (11.7%), Planctomycetes (7.7%), Verrucomicrobia (5.6%), Actinobacteria (3.7%) and Firmicutes (1.9%). The Clusters of Orthologous Groups (COGs) analysis indicated that the protein regulating the metabolic functions constituted a high percentage (18,199 reads; 39.3%) of the whole metagenome followed by the proteins regulating the cellular processes (22.3%). About 0.07% sequences of the whole metagenome were related to genes coding for arsenic resistant mechanisms. Nearly 50% sequences of these coded for the arsenate reductase enzyme (EC. 1.20.4.1), the dominant enzyme of ars operon. Proteins associated with iron acquisition and metabolism were coded by 2% of the metagenome as revealed through SEED analysis. Our study reveals the microbial diversity and provides an insight into the functional aspect of the genes that might play crucial role in arsenic geocycle in contaminated ground water of Assam.
Collapse
Affiliation(s)
- Saurav Das
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India.,Centre for Studies in Biotechnology, Dibrugarh University, Dibrugarh, Assam, India
| | - Sudipta Sankar Bora
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - R N S Yadav
- Centre for Studies in Biotechnology, Dibrugarh University, Dibrugarh, Assam, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| |
Collapse
|
27
|
Bora SS, Keot J, Das S, Sarma K, Barooah M. Metagenomics analysis of microbial communities associated with a traditional rice wine starter culture (Xaj-pitha) of Assam, India. 3 Biotech 2016; 6:153. [PMID: 28330225 PMCID: PMC4947050 DOI: 10.1007/s13205-016-0471-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Accepted: 07/05/2016] [Indexed: 12/11/2022] Open
Abstract
This is the first report on the microbial diversity of xaj-pitha, a rice wine fermentation starter culture through a metagenomics approach involving Illumine-based whole genome shotgun (WGS) sequencing method. Metagenomic DNA was extracted from rice wine starter culture concocted by Ahom community of Assam and analyzed using a MiSeq® System. A total of 2,78,231 contigs, with an average read length of 640.13 bp, were obtained. Data obtained from the use of several taxonomic profiling tools were compared with previously reported microbial diversity studies through the culture-dependent and culture-independent method. The microbial community revealed the existence of amylase producers, such as Rhizopus delemar, Mucor circinelloides, and Aspergillus sp. Ethanol producers viz., Meyerozyma guilliermondii, Wickerhamomyces ciferrii, Saccharomyces cerevisiae, Candida glabrata, Debaryomyces hansenii, Ogataea parapolymorpha, and Dekkera bruxellensis, were found associated with the starter culture along with a diverse range of opportunistic contaminants. The bacterial microflora was dominated by lactic acid bacteria (LAB). The most frequent occurring LAB was Lactobacillus plantarum, Lactobacillus brevis, Leuconostoc lactis, Weissella cibaria, Lactococcus lactis, Weissella para mesenteroides, Leuconostoc pseudomesenteroides, etc. Our study provided a comprehensive picture of microbial diversity associated with rice wine fermentation starter and indicated the superiority of metagenomic sequencing over previously used techniques.
Collapse
Affiliation(s)
- Sudipta Sankar Bora
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, Assam, India
| | - Jyotshna Keot
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, Assam, India
| | - Saurav Das
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, Assam, India
| | - Kishore Sarma
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, Assam, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, 785013, Assam, India.
| |
Collapse
|
28
|
Panda D, Dehury B, Sahu J, Barooah M, Sen P, Modi M. Erratum to “Computational identification and characterization of conserved miRNAs and their target genes in garlic (Allium sativum L.) expressed sequence tags” [Gene 537 (2014) 333–342]. Gene X 2015. [DOI: 10.1016/j.gene.2014.12.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
|
29
|
Dehury B, Maharana J, Sahoo BR, Sahu J, Sen P, Modi MK, Barooah M. Molecular recognition of avirulence protein (avrxa5) by eukaryotic transcription factor xa5 of rice (Oryza sativa L.): insights from molecular dynamics simulations. J Mol Graph Model 2015; 57:49-61. [PMID: 25655560 DOI: 10.1016/j.jmgm.2015.01.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2014] [Revised: 11/06/2014] [Accepted: 01/09/2015] [Indexed: 11/17/2022]
Abstract
The avirulence gene avrxa5 of bacterial blight pathogen Xanthomonas oryzae pv. oryzae (Xoo) recognized by the resistant rice lines having corresponding resistance (xa5) gene in a gene-for-gene manner. We used a combinatorial approach involving protein-protein docking, molecular dynamics (MD) simulations and binding free energy calculations to gain novel insights into the gene-for-gene mechanism that governs the direct interaction of R-Avr protein. From the best three binding poses predicted by molecular docking, MD simulations were performed to explore the dynamic binding mechanism of xa5 and avrxa5. Molecular Mechanics/Poisson Boltzmann Surface Area (MM/PBSA) techniques were employed to calculate the binding free energy and to uncover the thriving force behind the molecular recognition of avrxa5 by eukaryotic transcription factor xa5. Binding free energy analysis revealed van der Waals term as the most constructive component that favors the xa5 and avrxa5 interaction. In addition, hydrogen bonds (H-bonds) and essential electrostatic interactions analysis highlighted amino acid residues Lys54/Asp870, Lys56/Ala868, Lys56/Ala866, Lys56/Glu871, Ile59/His862, Gly61/Phe858, His62/Arg841, His62/Leu856, Ser101/Ala872 and Ser105/Asp870 plays pivotal role for the energetically stability of the R-Avr complex. Insights gained from the present study are expected to unveil the molecular mechanisms that define the transcriptional activator mediated transcriptome modification in host plants.
Collapse
Affiliation(s)
- Budheswar Dehury
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat -785013, Assam, India; Department of Life Science and Bioinformatics, Assam University, Silchar -788011, Assam, India.
| | - Jitendra Maharana
- Department of Bioinformatics, Orissa University of Agriculture and Technology, Bhubaneswar -751003, Odisha, India
| | - Bikash Ranjan Sahoo
- Department of Bioinformatics, Orissa University of Agriculture and Technology, Bhubaneswar -751003, Odisha, India
| | - Jagajjit Sahu
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat -785013, Assam, India
| | - Priyabrata Sen
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat -785013, Assam, India
| | - Mahendra Kumar Modi
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat -785013, Assam, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat -785013, Assam, India.
| |
Collapse
|
30
|
Sahu J, Das Talukdar A, Devi K, Choudhury MD, Barooah M, Modi MK, Sen P. E-Microsatellite Markers for Centella asiatica (Gotu Kola) Genome: Validation and Cross-Transferability in Apiaceae Family for Plant Omics Research and Development. OMICS: A Journal of Integrative Biology 2015; 19:52-65. [DOI: 10.1089/omi.2014.0113] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Jagajjit Sahu
- Distributed Information Centre, Department of Agricultural Biotechnology, Assam Agricultural University, Assam, India
- Department of Life Science and Bioinformatics, Assam University, Assam, India
| | - Anupam Das Talukdar
- Department of Life Science and Bioinformatics, Assam University, Assam, India
| | - Kamalakshi Devi
- Distributed Information Centre, Department of Agricultural Biotechnology, Assam Agricultural University, Assam, India
| | | | - Madhumita Barooah
- Distributed Information Centre, Department of Agricultural Biotechnology, Assam Agricultural University, Assam, India
| | - Mahendra Kumar Modi
- Distributed Information Centre, Department of Agricultural Biotechnology, Assam Agricultural University, Assam, India
| | - Priyabrata Sen
- Distributed Information Centre, Department of Agricultural Biotechnology, Assam Agricultural University, Assam, India
| |
Collapse
|
31
|
Sahu J, Sen P, Choudhury MD, Dehury B, Barooah M, Modi MK, Talukdar AD. Rediscovering medicinal plants' potential with OMICS: microsatellite survey in expressed sequence tags of eleven traditional plants with potent antidiabetic properties. OMICS 2014; 18:298-309. [PMID: 24802971 DOI: 10.1089/omi.2013.0147] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Herbal medicines and traditionally used medicinal plants present an untapped potential for novel molecular target discovery using systems science and OMICS biotechnology driven strategies. Since up to 40% of the world's poor people have no access to government health services, traditional and folk medicines are often the only therapeutics available to them. In this vein, North East (NE) India is recognized for its rich bioresources. As part of the Indo-Burma hotspot, it is regarded as an epicenter of biodiversity for several plants having myriad traditional uses, including medicinal use. However, the improvement of these valuable bioresources through molecular breeding strategies, for example, using genic microsatellites or Simple Sequence Repeats (SSRs) or Expressed Sequence Tags (ESTs)-derived SSRs has not been fully utilized in large scale to date. In this study, we identified a total of 47,700 microsatellites from 109,609 ESTs of 11 medicinal plants (pineapple, papaya, noyontara, bitter orange, bermuda brass, ratalu, barbados nut, mango, mulberry, lotus, and guduchi) having proven antidiabetic properties. A total of 58,159 primer pairs were designed for the non-redundant 8060 SSR-positive ESTs and putative functions were assigned to 4483 unique contigs. Among the identified microsatellites, excluding mononucleotide repeats, di-/trinucleotides are predominant, among which repeat motifs of AG/CT and AAG/CTT were most abundant. Similarity search of SSR containing ESTs and antidiabetic gene sequences revealed 11 microsatellites linked to antidiabetic genes in five plants. GO term enrichment analysis revealed a total of 80 enriched GO terms widely distributed in 53 biological processes, 17 molecular functions, and 10 cellular components associated with the 11 markers. The present study therefore provides concrete insights into the frequency and distribution of SSRs in important medicinal resources. The microsatellite markers reported here markedly add to the genetic stock for cross transferability in these plants and the literature on biomarkers and novel drug discovery for common chronic diseases such as diabetes.
Collapse
Affiliation(s)
- Jagajjit Sahu
- 1 Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University , Assam, India
| | | | | | | | | | | | | |
Collapse
|
32
|
Panda D, Dehury B, Sahu J, Barooah M, Sen P, Modi MK. Computational identification and characterization of conserved miRNAs and their target genes in garlic (Allium sativum L.) expressed sequence tags. Gene 2014; 537:333-42. [PMID: 24434367 DOI: 10.1016/j.gene.2014.01.010] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2013] [Revised: 12/03/2013] [Accepted: 01/04/2014] [Indexed: 01/22/2023]
Abstract
The endogenous small non-coding functional microRNAs (miRNAs) are short in size, range from ~21 to 24 nucleotides in length, play a pivotal role in gene expression in plants and animals by silencing genes either by destructing or blocking of translation of homologous mRNA. Although various high-throughput, time consuming and expensive techniques like forward genetics and direct cloning are employed to detect miRNAs in plants but comparative genomics complemented with novel bioinformatic tools pave the way for efficient and cost-effective identification of miRNAs through homologous sequence search with previously known miRNAs. In this study, an attempt was made to identify and characterize conserved miRNAs in garlic expressed sequence tags (ESTs) through computational means. For identification of novel miRNAs in garlic, a total 3227 known mature miRNAs of plant kingdom Viridiplantae were searched for homology against 21,637 EST sequences resulting in identification of 6 potential miRNA candidates belonging to 6 different miRNA families. The psRNATarget server predicted 33 potential target genes and their probable functions for the six identified miRNA families in garlic. Most of the garlic miRNA target genes seem to encode transcription factors as well as genes involved in stress response, metabolism, plant growth and development. The results from the present study will shed more light on the understanding of molecular mechanisms of miRNA in garlic which may aid in the development of novel and precise techniques to understand some post-transcriptional gene silencing mechanism in response to stress tolerance.
Collapse
Affiliation(s)
- Debashis Panda
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat 785013, Assam, India
| | - Budheswar Dehury
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat 785013, Assam, India
| | - Jagajjit Sahu
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat 785013, Assam, India
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat 785013, Assam, India
| | - Priyabrata Sen
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat 785013, Assam, India
| | - Mahendra K Modi
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat 785013, Assam, India.
| |
Collapse
|
33
|
Adebayo E, Oloke J, Bordoloi A, Barooah M, Bora T. Improvement of Pleurotus pulmonarius Lau 09 Through Mutation for Yield Performance. ACTA ACUST UNITED AC 2014. [DOI: 10.3923/rjmutag.2014.1.13] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
|
34
|
Dehury B, Sahu M, Patra MC, Sarma K, Sahu J, Sen P, Modi MK, Choudhury MD, Barooah M. Insights into the structure-function relationship of disease resistance protein HCTR in maize (Zea mays L.): a computational structural biology approach. J Mol Graph Model 2013; 45:50-64. [PMID: 24004829 DOI: 10.1016/j.jmgm.2013.08.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2013] [Revised: 08/06/2013] [Accepted: 08/08/2013] [Indexed: 01/17/2023]
Abstract
The disease resistance gene Hm1 of maize encodes a NADPH-dependent reductase enzyme, HC-toxin reductase (HCTR) that detoxifies the HC toxin secreted by the race specific fungus Cochliobolus carbonum race 1. HCTR enzyme shares 29.6% sequence identity with dihydroflavonol reductase (DFR) of grape, a key enzyme involved in flavonoid biosynthesis. Here we report the comparative modelling, molecular dynamics simulation and docking studies to explain the structure-function relationship and the mode of cofactor (NADPH) binding in HCTR enzyme at the molecular level. The nucleotide binding domain of modelled HCTR adopts a classic Rossmann fold and possesses a consensus glycine rich GxGxxG motif. Molecular simulation studies suggested that HCTR model retained stability throughout the simulation in aqueous solution. HCTR model showed considerable structural identities with the cofactor binding site of DFR, but significant difference in the catalytic site might be the reason of functional divergence between these families of proteins. Similarly electrostatic surface potential analysis of both HCTR and DFR revealed profound variations in the charge distribution over the substrate binding site, which can be correlated with the sequence variability and may suggest distinct substrate-binding patterns and differences in the catalytic mechanism. Docking results indicated Phe19, Gly21, Arg40, Thr90, Gly208, Arg218, Glu221 and Thr222 are important residues for cofactor (NADPH) binding through strong hydrogen bonding and electrostatic interactions. Alanine scanning and analysis of docking energies of mutant proteins suggested that Phe19, and Arg40 are two critical residues for the cofactor binding. The result from the present study is expected to pave the way for exploration of similar genes in other economically important crop varieties.
Collapse
Affiliation(s)
- Budheswar Dehury
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat 785013, Assam, India; Department of Life Science and Bioinformatics, Assam University, Silchar 788011, Assam, India
| | | | | | | | | | | | | | | | | |
Collapse
|
35
|
Dehury B, Sahu M, Sarma K, Sahu J, Sen P, Modi MK, Sharma GD, Choudhury MD, Barooah M. Molecular phylogeny, homology modeling, and molecular dynamics simulation of race-specific bacterial blight disease resistance protein (xa5) of rice: a comparative agriproteomics approach. OMICS 2013; 17:423-38. [PMID: 23758479 DOI: 10.1089/omi.2012.0131] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Rice (Oryza sativa L.), a model plant belonging to the family Poaceae, is a staple food for a majority of the people worldwide. Grown in the tropical and subtropical regions of the world, this important cereal crop is under constant and serious threat from both biotic and abiotic stresses. Among the biotic threats, Xanthomonas oryzae pv. oryzae, causing the damaging bacterial blight disease in rice, is a prominent pathogen. The xa5 gene in the host plant rice confers race-specific resistance to this pathogen. This recessive gene belongs to the Xa gene family of rice and encodes a gamma subunit of transcription factor IIA (TFIIAγ). In view of the importance of this gene in conferring resistance to the devastating disease, we reconstructed the phylogenetic relationship of this gene, developed a three-dimensional protein model, followed by long-term molecular dynamics simulation studies to gain a better understanding of the evolution, structure, and function of xa5. The modeled structure was found to fit well with the small subunit of TFIIA from human, suggesting that it may also act as a small subunit of TFIIA in rice. The model had a stable conformation in response to the atomic flexibility and interaction, when subjected to MD simulation at 20 nano second in aqueous solution. Further structural analysis of xa5 indicated that the protein retained its basic transcription factor function, suggesting that it might govern a novel pathway responsible for bacterial blight resistance. Future molecular docking studies of xa5 underway with its corresponding avirulence gene is expected to shed more direct light into plant-pathogen interactions at the molecular level and thus pave the way for richer agriproteomic insights.
Collapse
Affiliation(s)
- Budheswar Dehury
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | | | | | | | | | | | | | | | | |
Collapse
|
36
|
Nath R, Sharma G, Barooah M. Screening of Endophytic Bacterial Isolates of tea (Camellia sinensisL.) Roots for their Multiple Plant Growth Promoting Activities. ACTA ACUST UNITED AC 2013. [DOI: 10.5958/j.2230-732x.6.3.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
37
|
Dehury B, Panda D, Sahu J, Sahu M, Sarma K, Barooah M, Sen P, Modi MK. In silico identification and characterization of conserved miRNAs and their target genes in sweet potato (Ipomoea batatas L.) expressed sequence tags (ESTs). Plant Signal Behav 2013; 8:e26543. [PMID: 24067297 PMCID: PMC4091516 DOI: 10.4161/psb.26543] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
The endogenous small non-coding micro RNAs (miRNAs), which are typically ~21-24 nt nucleotides, play a crucial role in regulating the intrinsic normal growth of cells and development of the plants as well as in maintaining the integrity of genomes. These small non-coding RNAs function as the universal specificity factors in post-transcriptional gene silencing. Discovering miRNAs, identifying their targets, and further inferring miRNA functions is a routine process to understand normal biological processes of miRNAs and their roles in the development of plants. Comparative genomics based approach using expressed sequence tags (EST) and genome survey sequences (GSS) offer a cost-effective platform for identification and characterization of miRNAs and their target genes in plants. Despite the fact that sweet potato (Ipomoea batatas L.) is an important staple food source for poor small farmers throughout the world, the role of miRNA in various developmental processes remains largely unknown. In this paper, we report the computational identification of miRNAs and their target genes in sweet potato from their ESTs. Using comparative genomics-based approach, 8 potential miRNA candidates belonging to miR168, miR2911, and miR156 families were identified from 23 406 ESTs in sweet potato. A total of 42 target genes were predicted and their probable functions were illustrated. Most of the newly identified miRNAs target transcription factors as well as genes involved in plant growth and development, signal transduction, metabolism, defense, and stress response. The identification of miRNAs and their targets is expected to accelerate the pace of miRNA discovery, leading to an improved understanding of the role of miRNA in development and physiology of sweet potato, as well as stress response.
Collapse
|
38
|
Sarma K, Dehury B, Sahu J, Sarmah R, Sahoo S, Sahu M, Sen P, Modi MK, Barooah M. A comparative proteomic approach to analyse structure, function and evolution of rice chitinases: a step towards increasing plant fungal resistance. J Mol Model 2012; 18:4761-80. [DOI: 10.1007/s00894-012-1470-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2012] [Accepted: 05/14/2012] [Indexed: 11/30/2022]
|
39
|
Sahu J, Sarmah R, Dehury B, Sarma K, Sahoo S, Sahu M, Barooah M, Modi MK, Sen P. Mining for SSRs and FDMs from expressed sequence tags of Camellia sinensis. Bioinformation 2012; 8:260-6. [PMID: 22493533 PMCID: PMC3321235 DOI: 10.6026/97320630008260] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2012] [Accepted: 03/21/2012] [Indexed: 11/23/2022] Open
Abstract
Simple Sequence Repeats (SSRs) developed from Expressed Sequence Tags (ESTs), known as EST-SSRs are most widely used and potentially valuable source of gene based markers for their high levels of crosstaxon portability, rapid and less expensive development. The EST sequence information in the publicly available databases is increasing in a faster rate. The emerging computational approach provides a better alternative process of development of SSR markers from the ESTs than the conventional methods. In the present study, 12,851 EST sequences of Camellia sinensis, downloaded from National Center for Biotechnology Information (NCBI) were mined for the development of Microsatellites. 6148 (4779 singletons and 1369 contigs) non redundant EST sequences were found after preprocessing and assembly of these sequences using various computational tools. Out of total 3822.68 kb sequence examined, 1636 (26.61%) EST sequences containing 2371 SSRs were detected with a density of 1 SSR/1.61 kb leading to development of 245 primer pairs. These mined EST-SSR markers will help further in the study of variability, mapping, evolutionary relationship in Camellia sinensis. In addition, these developed SSRs can also be applied for various studies across species.
Collapse
Affiliation(s)
- Jagajjit Sahu
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Ranjan Sarmah
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Budheswar Dehury
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Kishore Sarma
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Smita Sahoo
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Mousumi Sahu
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Madhumita Barooah
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Mahendra Kumar Modi
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Priyabrata Sen
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| |
Collapse
|
40
|
Singh SP, Vivek S, Bezbaruah RL, Barooah M. Prediction of the three-dimensional structure of serine/threonine protein kinase pto of Solanum lycopersicum by homology modelling. Bioinformation 2012; 8:212-5. [PMID: 22493521 PMCID: PMC3314873 DOI: 10.6026/97320630008212] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2012] [Accepted: 01/07/2012] [Indexed: 11/29/2022] Open
Abstract
The resistant gene Pto of Solanum lycopersicum interacts with the avr Pto gene product of the bacterial pathogen Pseudomonas syringae pv tomato to launch a cascade of molecular events that triggers the hypersensitive disease-resistance response in tamato. The paper describes attempts to predict the structure of Pto encoding a serine/threonine protein kinase to understand the mechanism and function. A three-dimensional model based on the crystal structure of effect protein Avr ptob complexed with Kinase Pto and bacterial effector protein Avrpto was generated using Modeller9v7. We adopted different modelling approaches for our study, Intialy, we generated a model based on a single template protein and then a model based on multiple templates. The models generated through these approaches were further assessed with ANOLEA energy assessment, Ram Page server and PROCHECK for stereochemistry and geometry check. Comparative analysis suggested that the model generated was better than the templates. This study paves the way for generating computer molecular models for proteins whose crystal structures are not available and which would aid in studying protein-protein interactions.
Collapse
Affiliation(s)
- Salam Pradeep Singh
- Bioinformatics Infrastructure Facility, Biotechnology Division, North-East Institute of Science & Technology (CSIR), Jorhat- 785006,
Assam
| | - Sarangthem Vivek
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam
| | - Rajib Lochan Bezbaruah
- Bioinformatics Infrastructure Facility, Biotechnology Division, North-East Institute of Science & Technology (CSIR), Jorhat- 785006,
Assam
| | - Madhumita Barooah
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam
| |
Collapse
|
41
|
Sahu M, Sahu J, Sahoo S, Dehury B, Sarma K, Sarmah R, Sen P, Modi MK, Barooah M. An approach to delineate primers for a group of poorly conserved sequences incorporating the common motif region. Bioinformation 2012; 8:181-4. [PMID: 22419837 PMCID: PMC3301998 DOI: 10.6026/97320630008181] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2012] [Accepted: 02/11/2012] [Indexed: 11/23/2022] Open
Abstract
Glutathione synthetase (gshB) has previously been reported to confer tolerance to acidic soil condition in Rhizobium species. Cloning the gene coding for this enzyme necessitates the designing of proper primer sets which in turn depends on the identification of high quality sequence similarity in multiple global alignments. In this experiment, a group of homologous gene sequences related to gshB gene (accession no: gi-86355669:327589-328536) of Rhizobium etli CFN 42, were extracted from NCBI nucleotide sequence databases using BLASTN and were analyzed for designing degenerate primers. However, the T-coffee multiple global alignment results did not show any block of conserved region for the above sequence set to design the primers. Therefore, we attempted to identify the location of common motif region based on multiple local alignments employing the MEME algorithm supported with MAST and Primer3. The results revealed some common motif regions that enabled us to design the primer sets for related gshB gene sequences. The result will be validated in wet lab.
Collapse
Affiliation(s)
- Mousumi Sahu
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013,Assam, India
| | - Jagajjit Sahu
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013,Assam, India
| | - Smita Sahoo
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013,Assam, India
| | - Budheswar Dehury
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013,Assam, India
| | - Kishore Sarma
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013,Assam, India
| | - Ranjan Sarmah
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013,Assam, India
| | - Priyabrata Sen
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013,Assam, India
| | - Mahendra Kumar Modi
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013,Assam, India
| | - Madhumita Barooah
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013,Assam, India
| |
Collapse
|
42
|
Sarmah R, Sahu J, Dehury B, Sarma K, Sahoo S, Sahu M, Barooah M, Sen P, Modi MK. ESMP: A high-throughput computational pipeline for mining SSR markers from ESTs. Bioinformation 2012; 8:206-8. [PMID: 22419843 PMCID: PMC3302004 DOI: 10.6026/97320630008206] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2012] [Accepted: 02/11/2012] [Indexed: 11/23/2022] Open
Abstract
UNLABELLED With the advent of high-throughput sequencing technology, sequences from many genomes are being deposited to public databases at a brisk rate. Open access to large amount of expressed sequence tag (EST) data in the public databases has provided a powerful platform for simple sequence repeat (SSR) development in species where sequence information is not available. SSRs are markers of choice for their high reproducibility, abundant polymorphism and high inter-specific transferability. The mining of SSRs from ESTs requires different high-throughput computational tools that need to be executed individually which are computationally intensive and time consuming. To reduce the time lag and to streamline the cumbersome process of SSR mining from ESTs, we have developed a user-friendly, web-based EST-SSR pipeline "EST-SSR-MARKER PIPELINE (ESMP)". This pipeline integrates EST pre-processing, clustering, assembly and subsequently mining of SSRs from assembled EST sequences. The mining of SSRs from ESTs provides valuable information on the abundance of SSRs in ESTs and will facilitate the development of markers for genetic analysis and related applications such as marker-assisted breeding. AVAILABILITY The database is available for free at http://bioinfo.aau.ac.in/ESMP.
Collapse
Affiliation(s)
- Ranjan Sarmah
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Jagajjit Sahu
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Budheswar Dehury
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Kishore Sarma
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Smita Sahoo
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Mousumi Sahu
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Madhumita Barooah
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Priyabrata Sen
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| | - Mahendra Kumar Modi
- Agri-Bioinformatics Promotion Programme, Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-
785013, Assam, India
| |
Collapse
|
43
|
Sahu J, Sen P, Choudhury MD, Barooah M, Modi MK, Talukdar AD. Towards an efficient computational mining approach to identify EST-SSR markers. Bioinformation 2012; 8:201-2. [PMID: 22419841 PMCID: PMC3302002 DOI: 10.6026/97320630008201] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2012] [Accepted: 02/11/2012] [Indexed: 11/23/2022] Open
Abstract
Microsatellites are the markers of choice due to their high abundance reproducibility, degree of polymorphism and co-dominant nature. These are mainly used for studying the genetic variability in different species and Marker assisted selection. Expressed Sequence Tags (ESTs) serve as the main resource for Simple Sequence Repeats (SSRs). The computational approach for detecting SSRs and developing SSR markers from EST-SSRs is preferred over the conventional methods as it reduces time and cost to a great extent. The available EST sequence databases, various web interfaces and standalone tools provide the platform for an easy analysis of the EST sequences leading to the development of potential EST-SSR Markers. This paper is an overview of in silico approach to develop SSR Markers from the EST sequence using some of the most efficient tools that are available freely for academic purpose.
Collapse
Affiliation(s)
- Jagajjit Sahu
- Department of Agricultural Biotechnology, AAU, Jorhat, Assam, India
- Department of Life Science and Bioinformatics, Assam
University, Silchar, Assam, India
| | - Priyabrata Sen
- Department of Agricultural Biotechnology, AAU, Jorhat, Assam, India
| | | | | | | | - Anupam Das Talukdar
- Department of Life Science and Bioinformatics, Assam
University, Silchar, Assam, India
| |
Collapse
|
44
|
Abstract
Rice blast is caused by the fungus Magnaporthe grisea, which elaborates specialized infection cells called appressoria to penetrate the tough outer cuticle of the rice plant Oryza sativa. We found that the formation of an appressorium required, sequentially, the completion of mitosis, nuclear migration, and death of the conidium (fungal spore) from which the infection originated. Genetic intervention during mitosis prevented both appressorium development and conidium death. Impairment of autophagy, by the targeted mutation of the MgATG8 gene, arrested conidial cell death but rendered the fungus nonpathogenic. Thus, the initiation of rice blast requires autophagic cell death of the conidium.
Collapse
Affiliation(s)
- Claire Veneault-Fourrey
- School of Biosciences, University of Exeter, Washington Singer Laboratories, Perry Road, Exeter EX4 4QG, UK
| | | | | | | | | |
Collapse
|