Structura
primară
Mw
Localizare AA
Identificarea de parti functionale
Stabilirea unor relatii de evolutie
4. Caracterizarea enzimei
Determinarea pI
Structura primară Estimarea Mw
4. Caracterizarea enzimei4.1. Determinarea masei moleculare
NCBI http://www.ncbi.nlm.nih.gov/pubmed
Cea mai mare baza de date
UniProt http://www.uniprot.org/
P0DJD7.1 Pepsina umana 1-388
MKWLLLLGLVALSECIMYKVPLIRKKSLRRTLSERGLLKDFLKKHNLNP
ARKYFPQWEAPTLVDEQPLENYLDMEYFGTIGIGTPAQDFTVVFDTGS
SNLWVPSVYCSSLACTNHNRFNPEDSSTYQSTSETVSITYGTGSMTG
ILGYDTVQVGGISDTNQIFGLSETEPGSFLYYAPFDGILGLAYPSISSSGA
TPVFDNIWNQGLVSQDLFSVYLSADDQSGSVVIFGGIDSSYYTGSLNW
VPVTVEGYWQITVDSITMNGEAIACAEGCQAIVDTGTSLLTGPTSPIANI
QSDIGAS ENSDGDMVVSCSAISSLPDIVFTINGVQYPVPPSAYILQSEG
SCISGFQGMNLPTESGELWILGDVFIRQYFTVFDRANNQVGLAPVA
http://web.expasy.org/peptide_mass/
Structura primară Estimarea Mw
4. Caracterizarea enzimei4.1. Determinarea structurii primare
Mw (masa monoizotopica): 41950.55
https://web.expasy.org/compute_pi/
Structura primară Estimarea pI
4. Caracterizarea enzimei4.1. Determinarea structurii primare
http://isoelectric.org/
Structura primară Estimarea pI
4. Caracterizarea enzimei4.1. Determinarea structurii primare
Mw: 57304.81pI: 5.89
Fosfatază alcalină umană
http://protcalc.sourceforge.net/cgi-bin/protcalc
Structura primară Estimarea pI
4. Caracterizarea enzimei4.1. Determinarea structurii primare
http://www.biosyn.com/PeptidePropertyCalculator/
Mw: 57307.72pI: 6.35
Fosfatază alcalină umană
pI: 6.67
www.bioinformatics.org/sms2/protein_iep.html
pI: 6.66
MKWLLLLGLVALSECIMYKVPLIRKKSLRRTLSERGLLKDFLKKHNLNP
ARKYFPQWEAPTLVDEQPLENYLDMEYFGTIGIGTPAQDFTVVFDTGS
SNLWVPSVYCSSLACTNHNRFNPEDSSTYQSTSETVSITYGTGSMTG
ILGYDTVQVGGISDTNQIFGLSETEPGSFLYYAPFDGILGLAYPSISSSGA
TPVFDNIWNQGLVSQDLFSVYLSADDQSGSVVIFGGIDSSYYTGSLNW
VPVTVEGYWQITVDSITMNGEAIACAEGCQAIVDTGTSLLTGPTSPIANI
QSDIGAS ENSDGDMVVSCSAISSLPDIVFTINGVQYPVPPSAYILQSEG
SCISGFQGMNLPTESGELWILGDVFIRQYFTVFDRANNQVGLAPVA
Structura primara Locatie proteina
4. Caracterizarea enzimei4.2. Determinarea structurii primare
Secventa semnal
http://www.signalpeptide.de/index.php
Peptida activatoare
Structura primara Locatie proteina
4. Caracterizarea enzimei4.2. Determinarea structurii primare
Secventa semnal
Kalderon, B. & Pines, O. (2014),
Protein folding as a driving force for dual
protein targeting in eukaryotes,
Front. Mol. Biosci.,1, 1-9
Structura primara
Locatie proteina
4. Caracterizarea enzimei4.2. Determinarea structurii primare
Secventa semnal
https://www.uniprot.org/blast/
Reactii catalizate de enzime din E. coli
otsA - trehaloz fosfat sintaza (TPS)
otsB - trehaloz fosfat fosfataza (TPP)
treC - trehaloz fosfat hidrolaza (TPH)
treF - trehalaza
Schluepmann, H. & all (2003),
PNAS,100, 6849-6854
Structura
primaraLocalizare proteina
Secventa semnal
http://www.cbs.dtu.dk/services/SignalP/
4. Caracterizarea enzimei4.2. Determinarea structurii primare
Structura
primaraLocalizare proteina
4. Caracterizarea enzimei4.2. Determinarea structurii primare
Acil-CoA dehidrogenaza umană
PubMed AAA74424.1
Structura
primaraLocatie proteina
Secventa semnal Phobius
http://phobius.sbc.su.se/
Structura
primaraLocalizare proteina
Secventa semnal Phobius
http://phobius.sbc.su.se/
P0DJD7
Pepsina umana 1-388
Estimarea proteinelor din S. Cerevisiae
care contin o peptida semnal
Yofe, I. et al., Nature Methods, 13, 371-378 (2016)
Structura
primaraLocalizare proteina
Secventa semnal Signal-3L 2.0 prediction
http://www.csbio.sjtu.edu.cn/bioinf/Signal-3L/
Rezultate via Email - lent
Structura
primaraLocalizare proteina
Structura
primara
Similaritati cu alte peptide din baze de
date existente
http://www.uniprot.org/peptidesearch/
4. Caracterizarea enzimei4.2. Determinarea structurii primare
Structura
primaraPeptide search
4. Caracterizarea enzimei4.2. Determinarea structurii primare
MKWLLLLGLVALSECIMYKVPLIRKKSLRRTLSERGLLKDFLKKHNLNP
ARKYFPQWEAPTLVDEQPLENYLDMEYFGTIGIGTPAQDFTVVFDTGS
SNLWVPSVYCSSLACTNHNRFNPEDSSTYQSTSETVSITYGTGSMTG
ILGYDTVQVGGISDTNQIFGLSETEPGSFLYYAPFDGILGLAYPSISSSGA
TPVFDNIWNQGLVSQDLFSVYLSADDQSGSVVIFGGIDSSYYTGSLNW
VPVTVEGYWQITVDSITMNGEAIACAEGCQAIVDTGTSLLTGPTSPIANI
QSDIGASENSDGDMVVSCSAISSLPDIVFTINGVQYPVPPSAYILQSEG
SCISGFQGMNLPTESGELWILGDVFIRQYFTVFDRANNQVGLAPVA
Structura
primaraLocalizare AA
4. Caracterizarea enzimei4.2. Determinarea structurii primare
6 C 3 punti disulfidice
4 W fluorescenta
Compararea secventelor 4. Caracterizarea enzimei
4.3. Determinarea structurii primare
Clustal Omega https://www.ebi.ac.uk/Tools/msa/clustalo/
P0DJD7, C1HAC9
Se aleg secventele in format FASTA (UNIPROT)
Compararea secventelor 4. Caracterizarea enzimei
4.3. Determinarea structurii primare
Kalign https://www.ebi.ac.uk/Tools/msa/kalign/
Compararea secventelor
4. Caracterizarea enzimei4.3. Determinarea structurii primare
CLUSTAL 2.1 http://www.ebi.ac.uk/Tools/msa/clustalw2/
P0DJD7
Q4R$P0
C1HAC9
Se aleg secventele in format FASTA (UNIPROT)
mitogen-activated protein kinase 14
(MAPKK)
atlasgeneticsoncology.org/Genes/
Compararea secventelor 4. Caracterizarea enzimei4.3. Determinarea structurii primare
Arbore
filogenetic
Compararea secventelor 4. Caracterizarea enzimei
4.3. Determinarea structurii primare
PIR (Protein informatic resource)
http://pir.georgetown.edu/pirwww/search/pairwise.shtml
P0DJD7, C1HAC9
Se aleg secventele in format FASTA
sau codul de acces (UNIPROT)
Tipul/Clasa?4. Caracterizarea enzimei
4.3. Determinarea structurii primare
Pfam (Colectie baza de date familii de proteine)
http://pfam.xfam.org/
Aspartil proteaza
Tipul/Clasa4. Caracterizarea enzimei
4.3. Determinarea structurii primare
Pfam
Cu/Zn superoxid dismutaza
Alvaro G. Estévez, Ed., Mental and Behavioural
Disorders and Diseases of the Nervous System »
"Current Advances in Amyotrophic Lateral
Sclerosis„ (2013), Chapter 5. Superoxide
Dismutase and Oxidative Stress in
Amyotrophic Lateral Sclerosis
PhosphoELM
4. Caracterizarea enzimei4.3. Determinarea situsurilor de fosforilare
PhosphoELM phospho.elm.eu.org
4.3. Determinarea situsurilor de fosforilare
Motivele structurale – sunt segmente scurte cu regiuni similare
Majoritatea 10-20 AA
4. Caracterizarea enzimei4.4. Exemple de motive structurale
Motiv structural catalitic in endonucleaze
PD.....D/ExK la C-terminal Nidhanapati, K. R. et al. Frontiers in Bioscience 17, 1094-1107, 2012
Motivele structurale
4. Caracterizarea enzimei4.4. Determinarea structurii secundare/supersecundare
Motivele Walker
Caracteristice enzimelor ce scindeaza ATP
Secvente conservate de tipul
GxGKS/T
DExx
DEAH
DEPH
Fosfat (ATP-Mg)
Coordinare Mg2+Esential clivare ADN
Motivele structurale
4. Caracterizarea enzimei4.4. Determinarea structurii secundare/supersecundare
Motivele Walker
Ohtsu, I. et al., PLOSONE, 2015Ec, Escherichia coli;
Bs Bacillus subtilis;
Lr, Lactobacillus reuteri;
Lf, Lactobacillus fermentum. Dassa, E.
Essays In Biochemistry
2011, 50, 19-42.
Motivele structurale
4. Caracterizarea enzimei4.4. Determinarea structurii secundare/supersecundare
Motivele Walker (buclă P)
Proteina H-Ras
interacțiune cu GTPKinază
interacțiune cu ATP
Alte motivele structurale
4. Caracterizarea enzimei4.4. Determinarea structurii secundare/supersecundare
Tirozin-fosfatazele
http://wmpeople.wm.edu/
Situs activ conservat
C(X)5R
http://mol-biol4masters.masters.grkraj.org/
Alte motivele structurale
4. Caracterizarea enzimei
Serin/treonin-fosfatazele
Frank Rusnak, and Pamela Mertz
Physiol Rev 2000;80:1483-1521 A. Calcineurina umana
B. Fosfataza acida (fasole violeta)
Alte motivele structurale
4. Caracterizarea enzimei
Serin/treonin-fosfatazele
Nuclear factor of activated T cells (NFAT)
NFAT substrat al calcineurinei
Musson, R. E.A., Cobbaert C. M., Smit N.P.M.
Clinical Chemistry Mar 2012, 58 (3) 511-522
Calcineurin (PDB 1AUI)
rosu – Zn2+, roz –Fe3+ albastru Ca2+
Ke, H., Huai, Q., BBRC
2013, 331, 1095-1102
http://clincancerres.aacrjournals.org/
Alte motivele structurale – motivul HPN in enzimele E2 ubiquitin ligazei
(calea metabolica a ubiquitinarii)
4. Caracterizarea enzimei
Cook,B.W. & Shaw, G. S.
Biochemical Journal, 445(2),
167-174, 2012.
Motivele structurale
4. Caracterizarea enzimei4.4. Determinarea structurii secundare/supersecundare
Scop
http://scop2.mrc-lmb.cam.ac.uk/0.html
Relatiile dintre proteine
Clase structurale
Tipuri de proteine
Elemente de evolutie structurala
Clase structurale
Impachetarea proteinelor in
functie de continutul
structurii secundare
Motivele structurale
4. Caracterizarea enzimei4.4. Determinarea structurii secundare/supersecundare
Scop
Protein Relationships
Other Relationships
Motif
CGxCxxCx(n)C motiv legare ion metalic
N - terminal ADH
Motivul Rosmann element de conexiune în buclă
GX[GS]XX[GSTA]
GS - contact cu pirofosfat (nucleotidă)
Motivele structurale
4. Caracterizarea enzimei4.4. Determinarea structurii secundare/supersecundare
MOTIF Search
http://www.genome.jp/tools/motif/
Motivele structurale
MOTIF Search http://www.genome.jp/tools/motif/
pepsinogen A
MKWLLLLGLVALSECIMYKVPLIRKKSFRRTLSERGLLKDFLKKHNLNPARKY
FPQWKAPTLVDEQPLEN YLDMEYFGTIGIGTPAQDFTVLFDTGSSNLWVPSV
YCSSLACTNHNRFNPEDSSTYQSTSETVSITYGTG SMTGILGYDTVQVGGISD
TNQIFGLSETEPGSFLYYAPFDGILGLAYPSISSSGATPVFDNIWNQGLVSQ DL
FSVYLSADDQSGSVVIFGGIDSSYYTGSLNWVPVTVEGYWQITVDSITMNGEA
IACAEGCQAIVDTGT SLLTGPTSPIANIQSDIGASENSDGDMVVSCSAISSLPDI
VFTINGVQYPVPPSAYILQSEGSCISGFQG MNLPTESGELWILGDVFIRQYFTV
FERANNQVGLAPVA
Motivele structurale
MOTIF Search
HUMAN Tyrosine-protein phosphatase non-receptor type 6 Homo sapiens MVRWFHRDLSGLDAETLLKGRGVHGSFLARPSRKNQGDFSLSVRVGDQVTHIRIQNSGDF
YDLYGGEKFATLTELVEYYTQQQGVLQDRDGTIIHLKYPLNCSDPTSERWYHGHMSGGQA
ETLLQAKGEPWTFLVRESLSQPGDFVLSVLSDQPKAGPGSPLRVTHIKVMCEGGRYTVGG
LETFDSLTDLVEHFKKTGIEEASGAFVYLRQPYYATRVNAADIENRVLELNKKQESEDTA
KAGFWEEFESLQKQEVKNLHQRLEGQRPENKGKNRYKNILPFDHSRVILQGRDSNIPGSD
YINANYIKNQLLGPDENAKTYIASQGCLEATVNDFWQMAWQENSRVIVMTTREVEKGRNK
CVPYWPEVGMQRAYGPYSVTNCGEHDTTEYKLRTLQVSPLDNGDLIREIWHYQYLSWPDH
GVPSEPGGVLSFLDQINQRQESLPHAGPIIVHCSAGIGRTGTIIVIDMLMENISTKGLDC
DIDIQKTIQMVRAQRSGMVQTEAQYKFIYVAIAQFIETTKKKLEVLQSQKGQESEYGNIT
YPPAMKNAHAKASRTSSKHKEDVYENLHTKNKREEKVKKQRSADKEKSKGSLKR
Motivele structurale-domenii/situsuri
4. Caracterizarea enzimei4.4. Determinarea structurii secundare/supersecundare
InterPro
http://www.ebi.ac.uk/interpro/
IPR011895
Domeniul catalitic
Motiv de legare al
Fosfatului de tiamina
Domeniul EKR (bacterii,
eucariote inferioare)
Motivele structurale-domenii/situsuri
4. Caracterizarea enzimei4.4. Determinarea structurii secundare/supersecundare
https://www.cellsignal.com/
Motivele structurale-domenii/situsuri
4. Caracterizarea enzimei4. 4. Determinarea structurii secundare/supersecundare
CATH
http://www.cathdb.info/
95 milioane de domenii proteice
6,199 superfamilii
Superfamilia
3.30.70.330Domeniul
Motivele structurale-domenii/situsuri
4. Caracterizarea enzimei4. 4. Determinarea structurii secundare/supersecundare
CATH
Structuri 3D determinate experimental
https://www.rcsb.org/
4. Caracterizarea enzimei4.5. Baze de date cu structura tridimensionala a proteinelor
Structuri 3D determinate experimental
RCSB PDB
4. Caracterizarea enzimei4.5. Baze de date cu structura tridimensionala a proteinelor
http://www.expasy.org/proteomics
Expert Protein Analysis System ExPASy
4. Caracterizarea enzimei4.5. Baze de date cu structura tridimensionala a proteinelor
https://www.proteinmodelportal.org/
http://www.uniprot.org/ (pir.georgetown.edu)
5 milioane proteine – conexiune cu alte str 3D
UniProt
4. Caracterizarea enzimei4.5. Baze de date cu structura tridimensionala a proteinelor
http://www.nextprot.org/
Proteine umane
NextProt
4. Caracterizarea enzimei4.5. Baze de date cu proteine
STRING http://string-db.org/
Interactiuni dintre proteine
4. Caracterizarea enzimei4.5. Baze de date cu interacțiuni între proteine
Comparari structuri
3D proteine
Dali
http://ekhidna.biocenter.
helsinki.fi/dali/
4. Caracterizarea
enzimei
Entrez Databases
http://www.ncbi.nlm.nih.gov/Class/MLACourse/Original8Hour/Entrez/
4. Caracterizarea enzimei
4.5. Baze de date cu structura tridimensionala a
proteinelor
4. Caracterizarea enzimei
4.6. Pachete de vizualizare 3D - Swiss PDB viewer
File Open 1HEW (baza de date)
Ferestre
de lucru Fereastră grafică
Control Panel Catenele laterale
Catena polipeptidică
Etichetări atomi
Reprezentare schematică
îngroşatăBara de control
Bara de aliniere
(Alignment)Ferestre
specifice
Wind/Alignment
Structura primara
Swiss PDB viewer
Selectare secvente scurte
Resturi marcate cu rosu
in Control PanelMutarea cursorului
mouse-ului
Localizare aminoacid individual
In structura tridimensionala
Graficul RamachandranFerestre
specifice
Wind / Ramachandran Plot
Swiss PDB viewer
Restrictiile conformaţionale
ale resturilor din proteină
Fiecare punct
Unghiurile φ şi θ
(fiecare rest din proteina)
DisplayInteriorul
proteinei
Slab
Swiss PDB viewer
Vizualizarea
atomilor
C-alb
S-galben
O-rosu
P-portocaliu
N-albastru
H-cian
Vizualizarea
3D
faţă Alt+5
sus Alt+8
bază Alt+2
stanga Alt+ 4
dreapta Alt+6
initial Alt+ 7
Swiss PDB viewer
Vizualizarea atomilor de O
din legaturile peptidice
Display / Show backbone
Catena laterala
aminoacid
Control Panel / side
Selectare aminoacid
Vizualizarea pozitiei
unui aminoacid
Control Panel / Label
Vizualizarea densitatii
electronice a unui
aminoacid
Control Panel / ::v
Baze de date cu nomenclatura enzimelor
UniProtKB/Swiss-Prot http://enzyme.expasy.org/