Background: Tuberculosis (TB) is an infectious disease caused by Mycobacterium tuberculosis (M. tuberculosis). The annotation of functional genome and signaling network in M. tuberculosis are still not systematic. Essential gene modules are a collection of functionally related essential genes in the same signaling or metabolic pathway. The determination of essential genes and essential gene modules at genomic level may be important for better understanding of the physiology and pathology of M. tuberculosis, and also helpful for the development of drugs against this pathogen. The establishment of genomic operon database (DOOR) and the annotation of gene pathways have felicitated the genomic analysis of the essential gene modules of M. tuberculosis. Method: Bibliometric approach has been used to perform a High-throughput screen for essential genes of M. tuberculosis strain H37Rv. Ant colony algorithm were used to identify the essential genes in other M. tuberculosis reference strains. Essential gene modules were analyzed by operon database DOOR. The pathways of essential genes were assessed by Biocarta, KEGG, NCI-PID, HumanCyc and Reactome. The function prediction of essential genes was analyzed by Pfam. Results: A total approximately 700 essential genes were identified in M. tuberculosis genome. 40% of operons are consisted of two or more essential genes. The essential genes were distributed in 92 pathways in M. tuberculosis. In function prediction, 61.79% of essential genes were categorized into virulence, intermediary metabolism/ respiration, cell wall related and lipid metabolism, which are fundamental functions that exist in most bacteria species. Conclusion: We have identified the essential genes of M. tuberculosis using bibliometric approach at genomic level. The essential gene modules were further identified and analyzed.
机构:Univ Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Alonso, Henar
;
Ignacio Aguilo, Juan
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h-index: 0
机构:Univ Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Ignacio Aguilo, Juan
;
Samper, Sofia
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机构:
Hosp Univ Miguel Servet, Lab Invest Mol, IIS Aragon, Zaragoza, SpainUniv Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Samper, Sofia
;
Antonio Caminero, Jose
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h-index: 0
机构:
Hosp Gen Gran Canaria, Serv Neumol, Las Palmas Gran Canaria, Canary Islands, SpainUniv Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Antonio Caminero, Jose
;
Isolina Campos-Herrero, Maria
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Univ Gran Canaria Dr Negrin, Microbiol Serv, Las Palmas Gran Canaria, Canary Islands, SpainUniv Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Isolina Campos-Herrero, Maria
;
Gicquel, Brigitte
论文数: 0引用数: 0
h-index: 0
机构:
Inst Pasteur, Unit Mycobacterial Genet, Paris, FranceUniv Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Gicquel, Brigitte
;
Brosch, Roland
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h-index: 0
机构:Univ Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Brosch, Roland
;
Martin, Carlos
论文数: 0引用数: 0
h-index: 0
机构:Univ Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Martin, Carlos
;
Otal, Isabel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, SpainUniv Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
机构:
WHO, GLOBAL TB PROGRAMME, RES & SURVEILLANCE UNIT, CH-1211 GENEVA, SWITZERLANDWHO, GLOBAL TB PROGRAMME, RES & SURVEILLANCE UNIT, CH-1211 GENEVA, SWITZERLAND
Cohn, DL
;
Bustreo, F
论文数: 0引用数: 0
h-index: 0
机构:
WHO, GLOBAL TB PROGRAMME, RES & SURVEILLANCE UNIT, CH-1211 GENEVA, SWITZERLANDWHO, GLOBAL TB PROGRAMME, RES & SURVEILLANCE UNIT, CH-1211 GENEVA, SWITZERLAND
Bustreo, F
;
Raviglione, MC
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WHO, GLOBAL TB PROGRAMME, RES & SURVEILLANCE UNIT, CH-1211 GENEVA, SWITZERLANDWHO, GLOBAL TB PROGRAMME, RES & SURVEILLANCE UNIT, CH-1211 GENEVA, SWITZERLAND
机构:
Tulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Dutta, Noton K.
;
Mehra, Smriti
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机构:
Tulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Mehra, Smriti
;
Didier, Peter J.
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h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Comparat Pathol, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Didier, Peter J.
;
Roy, Chad J.
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h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Microbiol, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Roy, Chad J.
;
Doyle, Lara A.
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Vet Med, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Doyle, Lara A.
;
Alvarez, Xavier
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Comparat Pathol, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Alvarez, Xavier
;
Ratterree, Marion
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Vet Med, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Ratterree, Marion
;
Be, Nicholas A.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Ctr TB Res, Baltimore, MD USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Be, Nicholas A.
;
Lamichhane, Gyanu
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Ctr TB Res, Baltimore, MD USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Lamichhane, Gyanu
;
Jain, Sanjay K.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Ctr TB Res, Baltimore, MD USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Jain, Sanjay K.
;
Lacey, Michelle R.
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Univ, Dept Math & Biostat, New Orleans, LA 70118 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Lacey, Michelle R.
;
Lackner, Andrew A.
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Comparat Pathol, Covington, LA 70433 USA
Tulane Univ, Dept Microbiol & Immunol, New Orleans, LA 70118 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Lackner, Andrew A.
;
Kaushal, Deepak
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Tulane Univ, Dept Microbiol & Immunol, New Orleans, LA 70118 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
机构:Univ Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Alonso, Henar
;
Ignacio Aguilo, Juan
论文数: 0引用数: 0
h-index: 0
机构:Univ Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Ignacio Aguilo, Juan
;
Samper, Sofia
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Univ Miguel Servet, Lab Invest Mol, IIS Aragon, Zaragoza, SpainUniv Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Samper, Sofia
;
Antonio Caminero, Jose
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Gen Gran Canaria, Serv Neumol, Las Palmas Gran Canaria, Canary Islands, SpainUniv Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Antonio Caminero, Jose
;
Isolina Campos-Herrero, Maria
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Univ Gran Canaria Dr Negrin, Microbiol Serv, Las Palmas Gran Canaria, Canary Islands, SpainUniv Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Isolina Campos-Herrero, Maria
;
Gicquel, Brigitte
论文数: 0引用数: 0
h-index: 0
机构:
Inst Pasteur, Unit Mycobacterial Genet, Paris, FranceUniv Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Gicquel, Brigitte
;
Brosch, Roland
论文数: 0引用数: 0
h-index: 0
机构:Univ Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Brosch, Roland
;
Martin, Carlos
论文数: 0引用数: 0
h-index: 0
机构:Univ Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
Martin, Carlos
;
Otal, Isabel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, SpainUniv Zaragoza, Dept Microbiol Med Prevent & Salud Publ, Fac Med, Grp Genet Micobacterias, E-50009 Zaragoza, Spain
机构:
WHO, GLOBAL TB PROGRAMME, RES & SURVEILLANCE UNIT, CH-1211 GENEVA, SWITZERLANDWHO, GLOBAL TB PROGRAMME, RES & SURVEILLANCE UNIT, CH-1211 GENEVA, SWITZERLAND
Cohn, DL
;
Bustreo, F
论文数: 0引用数: 0
h-index: 0
机构:
WHO, GLOBAL TB PROGRAMME, RES & SURVEILLANCE UNIT, CH-1211 GENEVA, SWITZERLANDWHO, GLOBAL TB PROGRAMME, RES & SURVEILLANCE UNIT, CH-1211 GENEVA, SWITZERLAND
Bustreo, F
;
Raviglione, MC
论文数: 0引用数: 0
h-index: 0
机构:
WHO, GLOBAL TB PROGRAMME, RES & SURVEILLANCE UNIT, CH-1211 GENEVA, SWITZERLANDWHO, GLOBAL TB PROGRAMME, RES & SURVEILLANCE UNIT, CH-1211 GENEVA, SWITZERLAND
机构:
Tulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Dutta, Noton K.
;
Mehra, Smriti
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Mehra, Smriti
;
Didier, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Comparat Pathol, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Didier, Peter J.
;
Roy, Chad J.
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Microbiol, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Roy, Chad J.
;
Doyle, Lara A.
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Vet Med, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Doyle, Lara A.
;
Alvarez, Xavier
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Comparat Pathol, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Alvarez, Xavier
;
Ratterree, Marion
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Vet Med, Covington, LA 70433 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Ratterree, Marion
;
Be, Nicholas A.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Ctr TB Res, Baltimore, MD USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Be, Nicholas A.
;
Lamichhane, Gyanu
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Ctr TB Res, Baltimore, MD USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Lamichhane, Gyanu
;
Jain, Sanjay K.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Ctr TB Res, Baltimore, MD USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Jain, Sanjay K.
;
Lacey, Michelle R.
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Univ, Dept Math & Biostat, New Orleans, LA 70118 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Lacey, Michelle R.
;
Lackner, Andrew A.
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Comparat Pathol, Covington, LA 70433 USA
Tulane Univ, Dept Microbiol & Immunol, New Orleans, LA 70118 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Lackner, Andrew A.
;
Kaushal, Deepak
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA
Tulane Univ, Dept Microbiol & Immunol, New Orleans, LA 70118 USATulane Natl Primate Res Ctr, Div Bacteriol & Parasitol, Covington, LA 70433 USA