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Pallabi
Odisha NET Academy ONA
Odisha NET Academy -09337727724
 Salt stress is the most severe environmental abiotic stress.
 Organisms which withstand against this situation are called halophilic
organisms .and others are called non halophilic.
 They sense and adapt to hypersaline condition such that their protein
machinary also require high salt for their native form.
 The secret of salinity tolerance capability of halotolerant proteins
is due to the presence of more no. of negatively charged acidic
residues at their surface which are having the capacity of binding
to the salt ions very effectively through electrostatic interaction.
Odisha NET Academy -09337727724
 To choose one model organism growing in
hypersaline condition .
 To choose one halophilic protein from that
organism.
 To find out whether that particular protein
survivivg during salinity condition in other
halotolerant species or not through in-silico
comparative proteomics analysis .
Odisha NET Academy -09337727724
 H.salinarum was chosen as the model organism from a list of no. of
halotolerant species on the basis of its salt stress tolerating capability.
 This microbe is an extreme halophile survives in world’s most salted
environment, the dead sea. It can tolerate upto 4.5 M NaCl or higher.
 Colour of the dead sea looks purple or reddish colour due to high
density of these halo archaeons.
Odisha NET Academy -09337727724
 Ferredoxin was detected as a halophilic protein from H.salinarum
through various article search.
 Ferredoxin is an ubiqutous electron transferring protein involving in
various metabolic reactions diversely found among almost all
organisms also surviving as a halophilic protein in an extreme
haloarcheon Halobacterium salinarum .
Odisha NET Academy -09337727724
NCBI
BLAST
CLUSTAL X2
MEGA 5.0
MODELLER 9.10
PYTHON 2.7
I-TASSER SERVER
RAMPAGE SERVER
MODLOOP SERVER
YASARA MINIMIZATION SERVER
DISCOVERY STUDIO 3.0
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Sr.no Accession
no.
Species Class Domain Length
of aa
1. CAA48224.1 H.salinarum Haloarchaeon 29262 129
2. ACV46987.1 H. mukohataei Haloarchaeon 29262 129
3. EAR18064.1 Synechococcus
sp.
Marine
cyanobacteria
29262 93
4. NP_893469.1 p.marinus Marine
bacterium
29262 99
5. ACV11951.1 H. utahensis Haloarchaeon 31324,207724 129
Odisha NET Academy -09337727724
6. ABW30398.1 A. marina Marine
cyanobateria
29262 99
7. AACO8206.1 P.purpurea Marine algae 29262 99
8. AAB61593.1 Common ice plant Halophyte 29262 148
9. AAV24967.1 O.sativa Japonica
Group
Crop 29262 148
10. AEE28669.1 A.thaliana Halophyte 29262 148
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
IDENTICAL : 16 residues
99(Leu),102(Ala),106(Gly),112(Ser).113(Cys),115(Ala),116(Gly),118(Cys),
121(Cys),122(Ala),128(Gly),131(Asp),150(Leu),156(Cys),159(Asp)
STRONG : 10 residues
98(Ile/Val),103(Asp/Glu),108(Asp/Glu),114(Arg/His),119(Ser/Trp/Ala),
124(Met/Val/Ile),130(Val/Ile),138(Leu/Val)
 WEAK : 11 reidues
 96(Asp/Gly),101(Asp/Glu/Ser),102(Ala/Val),120(Trp/Asp/Ser),123(Gly/
Ala/Ser),133(Ser/Asp),139(Ser/Asp),147(Gly/Asp/Glu),154(Ser/Ala/Gly)
164(Trp/Val/Ala),168(Glu/Gln,Lys/Asp)
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Example : Halomicrobium mukohataei (ACV46987.1)
Odisha NET Academy -09337727724
SOFTWARES USED : MODELLER 9.10 , PYTHON 2.7,
ClustalX2
Input files for modeller :
 PDB file of known structure(.pdb)
 Alignment file of target and template(.ali)
Python script file for generating model(.py)
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Sr.no. Accession no. Favoured region Allowed region Outlier region
1. ACV46987.1 125(98.4%) 2(1.6%) 0(0.0%)
2. ACV11951.1 127(100%) 0(0.0%) 0(0.0%)
3. NP_893469.1 92(94.8%) 5(5.2%) 0(0.0%)
4. EAR18064.1 90(98.9%) 0(0.0%) 1(1.1%)
5. ABW30398.1 93(95.9%) 4(4.1%) 0(0.0%)
6. AAC08206.1 96(99.0%) 1(1.0%) (0.00%)
7. AAB61593.1 132(90.4%) 10(6.8%) 4(2.7%)
8. AAV24967.1 129(88.4%) 12(8.2%) 5(3.4%)
9. AEE28669.1 121(82.9%) 13(8.9%) 12(8.2%)
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Sr.
no
Species Protein
Name
Initial potential
energy(kj/mole
Final potential
energy(kj/mole)
Initial
Z-
score
Final
Z-
score
1. H.salinarum Ferredoxin -39066.0 -70742.8 -6.54 -1.94
2. H.utahensis Ferredoxin -39988.6 -77027.3 -1.54 -0.10
3. H.mukohatei Ferredoxin -42746.9 -78604.0 -1.60 0.02
4. Prochlorococcus
marinus
Ferredoxin -24676.9 -52205.6 -1.79 -0.21
5. Acaryochloris marina Ferredoxin 4827.0 -48052.1 -2.82 -0.58
6. Synechococcus sp. Ferredoxin -9593.4 -42829.3 -3.26 -1.07
7. Porphyra purpurea Ferredoxin -16813.2 -51899.3 -2.65 -0.62
8. Common ice plant Ferredoxin -11409.0 -62018.3 -5.10 -1.96
9. Oryza sativa Japonica
Group
Ferredoxin 3434.4 -59400.0 -5.12 -2.02
10. Arabidopsis thaliana Ferredoxin 313.1 -62823.5 -6.45 -3.05Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
SPECIES IDENTICAL STRONG WEAK
Common ice
plant
ALA100 Asp109 Met103 Val108 Glu78 Gly101 Gly124 Glu145
P.purpurea Ala51 Asp60 Val54 Val59 Asp29 Gly52 Gly75 Gln96
O.sativa
Japonica Group
Ala100 Asp109 Met103 Val108 Glu78 Gly101 Gly124 Glu145
A. marina Ala50 Asp59 Ile53 Val58 Ser28 Gly51 Gly74 Asp95
H.utahensis Ala73 Asp82 Val76 Ile81 Glu51 Ala74 Gly98 Lys119
H.mukohatei Ala73 Asp82 Val76 Ile81 Glu51 Ala74 Asn98 Lys119
A.thaliana Ala100 Asp109 Val103 Ile108 Asp78 Gly101 Gly124 Glu145
H.salinarum Ala72 Asp81 Val75 Ile80 Glu50 Ser73 Asp97 Lys118
Synechococcus
sp.
Ala46 Asp55 Val49 Val54 Asp24 Gly47 Gly70 Asp91
P. marinus Ala51 Asp60 Ile54 Val59 Asp29 Gly52 Gly75 Glu96
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724
Protein structure enhances protein
function
As we got the proof for structural
conservedness for ferredoxin protein
among these species ,it is expected
that somehow this protein survives
during salinity condition not only
in H.salinarum, but also in other
microbes and plant species which we
have detected as halotolerant
species. Odisha NET Academy -09337727724
 R.H. Reed, in: R.A. Herbert, G.A. Codd (Eds.) Microbes in extreme environments, Special publications for
the Society for General Microbiology, Academic Press, London, 17, 1986, pp. 51.
 L.D. Mermelstein, J.G. Zeikus in: Edited by K. Horikoshi, W.D. Grant (Eds.) Extremophiles. Microbial life
in extreme environments, Wiley-Liss, New York, 1998.
 Frolow, F., Harel, M., Sussman, J.L., Mevarech, M., Shoham, M. Insights into protein adaptation to a
saturated salt environment from the crystal structure of a halophilic 2Fe–2S ferredoxin. Nat. Struct.
Biol. 1996;3:452–458.
 Halobacterium salinarum. Membrane Biochemistry Dieter Oesterhelt. Max
PlanckinstituteofBiochemistry.10/22/2011. http://mnphys.biochem.mpg.de/en/eg/oesterhelt/web_page_list/
Org_Hasal/index.html/
 Ishibashi, M., Tokunaga, H., Hiratsuka, K., Yonezawa, Y., Turumaru, H., Arakawa, T., Tokunaga, M.
NaCl-activated nucleoside diphosphate kinase from extremely halophilic archaeon,Halobacterium
salinarum, maintain native conformation without salt. FEBS Lett.2001;493:134–138.
 Electrostatic contribution to the stability of halophilic proteinBandyopadhyay AK, Krishnamoorthy G,
Sonawat HM (2001) Structural stabilization of [2Fe–2S] ferredoxin from Halobacterium salinarum.
Biochemistry 40:1284–1292
 Schweimer K, Marg B-L, Oesterhelt D, Rosch P, Sticht H (2000) Sequence-specific 1H, 13C and 15N
resonance assignments and secondary structure of [2Fe–2S] ferredoxin from Halobacterium salinarum. J
Biomol NMR 16:347–348
 . Werber MM, Mevarech M (1978) Purification and characterization of a highly acidic 2Fe–2S ferredoxin
from Halobacterium of the Dead Sea. Arch Biochem Biophys 187:447–456
 Marg B-L, Schweimer K, Sticht H, Oesterhelt D (2005) A two-a-helix extra domain mediates the halophilic
character of a plant type ferredoxin from halophilic archaea. Biochemistry 44:29–39
Odisha NET Academy -09337727724
http://www.ncbi.nlm.nih.gov/BLAST
http://www.clustal.org
http://www.salilab.org/modeller/
http://www.modbase.compbio.ucsf.edu/modloop/
http://www.mordred.bioc.cam.ac.uk/~rapper/rampage.php
http://www.yasara.org/
http://accelrys.com/products/discovery-
studio/visualization-download.php/
Odisha NET Academy -09337727724
Odisha NET Academy -09337727724

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Bioinformatics 2

  • 1. Presented By Pallabi Odisha NET Academy ONA Odisha NET Academy -09337727724
  • 2.  Salt stress is the most severe environmental abiotic stress.  Organisms which withstand against this situation are called halophilic organisms .and others are called non halophilic.  They sense and adapt to hypersaline condition such that their protein machinary also require high salt for their native form.  The secret of salinity tolerance capability of halotolerant proteins is due to the presence of more no. of negatively charged acidic residues at their surface which are having the capacity of binding to the salt ions very effectively through electrostatic interaction. Odisha NET Academy -09337727724
  • 3.  To choose one model organism growing in hypersaline condition .  To choose one halophilic protein from that organism.  To find out whether that particular protein survivivg during salinity condition in other halotolerant species or not through in-silico comparative proteomics analysis . Odisha NET Academy -09337727724
  • 4.  H.salinarum was chosen as the model organism from a list of no. of halotolerant species on the basis of its salt stress tolerating capability.  This microbe is an extreme halophile survives in world’s most salted environment, the dead sea. It can tolerate upto 4.5 M NaCl or higher.  Colour of the dead sea looks purple or reddish colour due to high density of these halo archaeons. Odisha NET Academy -09337727724
  • 5.  Ferredoxin was detected as a halophilic protein from H.salinarum through various article search.  Ferredoxin is an ubiqutous electron transferring protein involving in various metabolic reactions diversely found among almost all organisms also surviving as a halophilic protein in an extreme haloarcheon Halobacterium salinarum . Odisha NET Academy -09337727724
  • 6. NCBI BLAST CLUSTAL X2 MEGA 5.0 MODELLER 9.10 PYTHON 2.7 I-TASSER SERVER RAMPAGE SERVER MODLOOP SERVER YASARA MINIMIZATION SERVER DISCOVERY STUDIO 3.0 Odisha NET Academy -09337727724
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  • 9. Sr.no Accession no. Species Class Domain Length of aa 1. CAA48224.1 H.salinarum Haloarchaeon 29262 129 2. ACV46987.1 H. mukohataei Haloarchaeon 29262 129 3. EAR18064.1 Synechococcus sp. Marine cyanobacteria 29262 93 4. NP_893469.1 p.marinus Marine bacterium 29262 99 5. ACV11951.1 H. utahensis Haloarchaeon 31324,207724 129 Odisha NET Academy -09337727724
  • 10. 6. ABW30398.1 A. marina Marine cyanobateria 29262 99 7. AACO8206.1 P.purpurea Marine algae 29262 99 8. AAB61593.1 Common ice plant Halophyte 29262 148 9. AAV24967.1 O.sativa Japonica Group Crop 29262 148 10. AEE28669.1 A.thaliana Halophyte 29262 148 Odisha NET Academy -09337727724
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  • 12. IDENTICAL : 16 residues 99(Leu),102(Ala),106(Gly),112(Ser).113(Cys),115(Ala),116(Gly),118(Cys), 121(Cys),122(Ala),128(Gly),131(Asp),150(Leu),156(Cys),159(Asp) STRONG : 10 residues 98(Ile/Val),103(Asp/Glu),108(Asp/Glu),114(Arg/His),119(Ser/Trp/Ala), 124(Met/Val/Ile),130(Val/Ile),138(Leu/Val)  WEAK : 11 reidues  96(Asp/Gly),101(Asp/Glu/Ser),102(Ala/Val),120(Trp/Asp/Ser),123(Gly/ Ala/Ser),133(Ser/Asp),139(Ser/Asp),147(Gly/Asp/Glu),154(Ser/Ala/Gly) 164(Trp/Val/Ala),168(Glu/Gln,Lys/Asp) Odisha NET Academy -09337727724
  • 13. Odisha NET Academy -09337727724
  • 14. Example : Halomicrobium mukohataei (ACV46987.1) Odisha NET Academy -09337727724
  • 15. SOFTWARES USED : MODELLER 9.10 , PYTHON 2.7, ClustalX2 Input files for modeller :  PDB file of known structure(.pdb)  Alignment file of target and template(.ali) Python script file for generating model(.py) Odisha NET Academy -09337727724
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  • 26. Sr.no. Accession no. Favoured region Allowed region Outlier region 1. ACV46987.1 125(98.4%) 2(1.6%) 0(0.0%) 2. ACV11951.1 127(100%) 0(0.0%) 0(0.0%) 3. NP_893469.1 92(94.8%) 5(5.2%) 0(0.0%) 4. EAR18064.1 90(98.9%) 0(0.0%) 1(1.1%) 5. ABW30398.1 93(95.9%) 4(4.1%) 0(0.0%) 6. AAC08206.1 96(99.0%) 1(1.0%) (0.00%) 7. AAB61593.1 132(90.4%) 10(6.8%) 4(2.7%) 8. AAV24967.1 129(88.4%) 12(8.2%) 5(3.4%) 9. AEE28669.1 121(82.9%) 13(8.9%) 12(8.2%) Odisha NET Academy -09337727724
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  • 28. Sr. no Species Protein Name Initial potential energy(kj/mole Final potential energy(kj/mole) Initial Z- score Final Z- score 1. H.salinarum Ferredoxin -39066.0 -70742.8 -6.54 -1.94 2. H.utahensis Ferredoxin -39988.6 -77027.3 -1.54 -0.10 3. H.mukohatei Ferredoxin -42746.9 -78604.0 -1.60 0.02 4. Prochlorococcus marinus Ferredoxin -24676.9 -52205.6 -1.79 -0.21 5. Acaryochloris marina Ferredoxin 4827.0 -48052.1 -2.82 -0.58 6. Synechococcus sp. Ferredoxin -9593.4 -42829.3 -3.26 -1.07 7. Porphyra purpurea Ferredoxin -16813.2 -51899.3 -2.65 -0.62 8. Common ice plant Ferredoxin -11409.0 -62018.3 -5.10 -1.96 9. Oryza sativa Japonica Group Ferredoxin 3434.4 -59400.0 -5.12 -2.02 10. Arabidopsis thaliana Ferredoxin 313.1 -62823.5 -6.45 -3.05Odisha NET Academy -09337727724
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  • 31. SPECIES IDENTICAL STRONG WEAK Common ice plant ALA100 Asp109 Met103 Val108 Glu78 Gly101 Gly124 Glu145 P.purpurea Ala51 Asp60 Val54 Val59 Asp29 Gly52 Gly75 Gln96 O.sativa Japonica Group Ala100 Asp109 Met103 Val108 Glu78 Gly101 Gly124 Glu145 A. marina Ala50 Asp59 Ile53 Val58 Ser28 Gly51 Gly74 Asp95 H.utahensis Ala73 Asp82 Val76 Ile81 Glu51 Ala74 Gly98 Lys119 H.mukohatei Ala73 Asp82 Val76 Ile81 Glu51 Ala74 Asn98 Lys119 A.thaliana Ala100 Asp109 Val103 Ile108 Asp78 Gly101 Gly124 Glu145 H.salinarum Ala72 Asp81 Val75 Ile80 Glu50 Ser73 Asp97 Lys118 Synechococcus sp. Ala46 Asp55 Val49 Val54 Asp24 Gly47 Gly70 Asp91 P. marinus Ala51 Asp60 Ile54 Val59 Asp29 Gly52 Gly75 Glu96 Odisha NET Academy -09337727724
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  • 34. Protein structure enhances protein function As we got the proof for structural conservedness for ferredoxin protein among these species ,it is expected that somehow this protein survives during salinity condition not only in H.salinarum, but also in other microbes and plant species which we have detected as halotolerant species. Odisha NET Academy -09337727724
  • 35.  R.H. Reed, in: R.A. Herbert, G.A. Codd (Eds.) Microbes in extreme environments, Special publications for the Society for General Microbiology, Academic Press, London, 17, 1986, pp. 51.  L.D. Mermelstein, J.G. Zeikus in: Edited by K. Horikoshi, W.D. Grant (Eds.) Extremophiles. Microbial life in extreme environments, Wiley-Liss, New York, 1998.  Frolow, F., Harel, M., Sussman, J.L., Mevarech, M., Shoham, M. Insights into protein adaptation to a saturated salt environment from the crystal structure of a halophilic 2Fe–2S ferredoxin. Nat. Struct. Biol. 1996;3:452–458.  Halobacterium salinarum. Membrane Biochemistry Dieter Oesterhelt. Max PlanckinstituteofBiochemistry.10/22/2011. http://mnphys.biochem.mpg.de/en/eg/oesterhelt/web_page_list/ Org_Hasal/index.html/  Ishibashi, M., Tokunaga, H., Hiratsuka, K., Yonezawa, Y., Turumaru, H., Arakawa, T., Tokunaga, M. NaCl-activated nucleoside diphosphate kinase from extremely halophilic archaeon,Halobacterium salinarum, maintain native conformation without salt. FEBS Lett.2001;493:134–138.  Electrostatic contribution to the stability of halophilic proteinBandyopadhyay AK, Krishnamoorthy G, Sonawat HM (2001) Structural stabilization of [2Fe–2S] ferredoxin from Halobacterium salinarum. Biochemistry 40:1284–1292  Schweimer K, Marg B-L, Oesterhelt D, Rosch P, Sticht H (2000) Sequence-specific 1H, 13C and 15N resonance assignments and secondary structure of [2Fe–2S] ferredoxin from Halobacterium salinarum. J Biomol NMR 16:347–348  . Werber MM, Mevarech M (1978) Purification and characterization of a highly acidic 2Fe–2S ferredoxin from Halobacterium of the Dead Sea. Arch Biochem Biophys 187:447–456  Marg B-L, Schweimer K, Sticht H, Oesterhelt D (2005) A two-a-helix extra domain mediates the halophilic character of a plant type ferredoxin from halophilic archaea. Biochemistry 44:29–39 Odisha NET Academy -09337727724
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