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BiP-­‐Day	
  2013	
  
Bari,	
  5	
  dicembre	
  
Epigene'cs
	
  
•  ‘Epi’gene'cs	
  -­‐	
  ‘On’	
  or	
  ‘over’	
  the	
  gene'c	
  
informa'on	
  encoded	
  in	
  the	
  DNA	
  
Epigene'cs
	
  
•  The	
  study	
  of	
  reversible	
  heritable	
  changes	
  in	
  gene	
  
func'on	
  that	
  occur	
  without	
  a	
  change	
  in	
  the	
  
sequence	
  of	
  nuclear	
  DNA	
  	
  
•  Gene-­‐regulatory	
  informa'on	
  that	
  is	
  not	
  expressed	
  
in	
  DNA	
  sequences	
  is	
  transmiBed	
  from	
  one	
  
genera'on	
  (of	
  cells	
  or	
  organisms)	
  to	
  the	
  next	
  	
  
Molecular	
  Mechanisms	
  that	
  Mediate	
  
Epigene'c	
  Phenomena
	
  
•  DNA	
  methyla'on	
  (CpG	
  dinucleo'des)	
  
•  Histone	
  modifica'ons	
  
•  ncRNAs	
  /	
  RNA	
  edi'ng	
  

Nucleosome	
  
EPIGEN:	
  Vision	
  and	
  goals	
  
EPIGEN	
  project	
  was	
  conceived	
  to	
  nucleate	
  the	
  exper'se,	
  available	
  all	
  
over	
  the	
  country,	
  with	
  the	
  goal	
  of	
  promo'ng	
  excellence	
  and	
  boos'ng	
  
development	
  in	
  research	
  areas	
  considered	
  of	
  strategic	
  relevance	
  to	
  
the	
  country’s	
  society	
  and	
  economy.	
  	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
The	
  main	
  scien'fic	
  goal	
  of	
  the	
  EPIGEN	
  project	
  is	
  to	
  understand	
  how	
  
epigene'c	
  mechanisms	
  regulate	
  normal	
  biological	
  processes,	
  generate	
  
diversity	
  and	
  contribute	
  to	
  pathological	
  altera'ons	
  in	
  organisms	
  
ranging	
  from	
  plants	
  to	
  humans.	
  	
  
EPIGEN	
  structure	
  
>70	
  labs,	
  8	
  subprojects.	
  20	
  million	
  €	
  for	
  3	
  yrs.	
  	
  
Coordinator	
  
Prof.	
  Giuseppe	
  Macino	
  
ExecuHve	
  CommiSee	
  
Vice-­‐directors	
  +	
  subproject	
  coordinators	
  

Subproject	
  1:	
  NGS	
  plaEorm	
  

SP4:	
  ChromaHn	
  structure	
  &	
  dynamics	
  
SP5:	
  EpigeneHc	
  control	
  by	
  ncRNA	
  

Subproject	
  2:	
  BioinformaHcs	
  plaE.	
  

SP6:	
  EpigeneHc	
  control	
  of	
  cell	
  idenHty	
  
SP7:	
  EpigeneHc	
  drugs	
  

Subproject	
  3:	
  Cell	
  imaging	
  plaEorm	
  	
  

SP8:	
  Epigenomics	
  plants	
  of	
  agricultural	
  interest	
  
EPIGEN	
  has	
  successfully	
  created	
  centralised	
  
plaSorms	
  for	
  epigenomic	
  research
	
  
	
  Many	
  Italian	
  ins'tu'ons	
  lag	
  behind	
  those	
  in	
  other	
  
European	
  countries	
  when	
  it	
  comes	
  to	
  availability	
  of	
  the	
  
latest	
  technologies	
  required	
  for	
  epigenomic	
  studies.	
  
	
  
	
  Our	
  first	
  cri'cal	
  milestone	
  was	
  the	
  crea'on	
  of	
  centralized	
  
plaSorms	
  to	
  provide	
  all	
  the	
  par'cipants	
  with	
  rapid	
  access	
  to	
  
next	
  genera'on	
  sequencing,	
  data	
  storage,	
  bioinforma'c	
  
pipelines,	
  supercompu'ng	
  capacity	
  as	
  well	
  as	
  cell	
  imaging	
  
technologies.	
  	
  
SP1:	
  	
  NGS	
  PlaSorm	
  
Coordinator:	
  Michele	
  Morgante	
  -­‐	
  IGA,	
  Udine	
  

NGS	
  Center	
  	
  exclusive	
  for	
  EPIGEN	
  

DNA-­‐seq	
  

RNA-­‐seq	
  

SmallRNA-­‐
seq	
  

ChIP-­‐seq	
  

BS-­‐seq	
  

Exome-­‐seq	
  

Amplicon-­‐
seq	
  

NEXT…	
  

NEW	
  

NEW	
  

NEW	
  

•  Development	
  of	
  new	
  applica'ons	
  	
  in	
  collabora'on	
  with	
  Epigen	
  groups	
  	
  
SP2:	
  Bioinforma'cs	
  PlaSorm	
  
Coordinator:	
  Graziano	
  Pesole.	
  IBBE	
  –	
  CNR	
  &	
  University	
  of	
  Bari	
  
•  Development	
  of	
  so_wares	
  and	
  pipelines	
  for	
  NGS	
  data	
  analysis	
  
	
  Anna	
  Tramontano,	
  Sapienza	
  University	
  of	
  Rome	
  

	
  

	
  Giulio	
  Pavesi,	
  University	
  of	
  Milan	
  
	
  Raffaele	
  Calogero,	
  University	
  of	
  Turin	
  
	
  Tiziana	
  Castrignanò,	
  CINECA,	
  Rome	
  
	
  Giorgio	
  Valle,	
  University	
  of	
  Padua	
  
	
  Alberto	
  Policri',	
  Ins'tute	
  of	
  Applied	
  Genomics,	
  Udine	
  
	
  Diego	
  Di	
  Bernardo,	
  Telethon	
  Ins'tute	
  of	
  Gene'cs	
  &	
  Medicine,	
  Naples	
  
	
  Silvio	
  Bicciato,	
  University	
  of	
  Modena	
  &	
  Reggio	
  Emilia	
  
	
  Claudia	
  Angelini,	
  IAC	
  –	
  CNR,	
  Naples	
  
	
  Paola	
  Paci,	
  IASI	
  –	
  CNR,	
  Rome	
  
	
  Flavio	
  Licciulli	
  ITB	
  –	
  CNR,	
  Bari	
  
	
  Manuela	
  Helmer-­‐CiBerich	
  –	
  Rome	
  “Tor	
  Vergata“	
  

	
  	
  Centralized	
  data	
  Repository	
  	
  (CASPUR-­‐CINECA)	
  	
  up	
  to	
  a	
  700	
  Terabyte	
  
	
  
NGS	
  Data	
  Repository	
  
NGS	
  Data	
  Repository	
  
The	
   Next	
   Genera'on	
   Sequencing	
  
(NGS)	
   plaSorms	
   are	
   revolu'onizing	
  
genomics	
   and	
   trascritomics	
   science,	
  
but	
   biological	
   sequencing	
   data	
   are	
  
now	
   produced	
   in	
   unprecedented	
  
amounts.	
  

Find	
  NGS	
  
Experiment	
  

Find	
  Gene,	
  
CHR,	
  Range	
  

Query	
  

NGS	
  
Input	
  
(iRODS)	
  
Results	
  
NGS	
  Metadata	
  
(EBI-­‐SRA)	
  

Query	
  
NGS	
  Analysis	
  

NGS	
  
Output	
  
(mySQL)	
  
Results	
  
Web	
  Results	
  
Peaks,	
  variants,	
  
introns,	
  exons,	
  
promoters	
  

NGSDR	
  
In	
  order	
  to	
  adapt	
  to	
  the	
  much	
  greater	
  input	
  and	
  output	
  from	
  NGS	
  data	
  analyses,	
  the	
  NGS	
  
Data	
   Repository	
   (NGSDR)	
   incorporates	
   several	
   improvements,	
   including	
   separa'on	
   of	
  
metadata	
   from	
   the	
   content	
   and	
   the	
   crea'on	
   of	
   a	
   sequencing	
   ‘experiment’	
   object	
   to	
  
describe	
  the	
  sequencing	
  library	
  that	
  the	
  runs	
  belong	
  to.	
  
Cineca	
  users	
  and	
  IT	
  experts	
  can	
  query	
  the	
  metadata	
  to	
  find	
  and	
  track	
  data.	
  
	
  
EPIGEN:	
  NGS	
  data	
  produc'on	
  

Data	
  type	
  
RNAseq	
  
NCseq	
  
WES	
  
RIP-­‐seq	
  
RC-­‐seq	
  
smallRNA	
  
ChIp-­‐seq	
  

number	
  of	
  
billions	
  of	
  reads	
   billions	
  of	
  bases	
  
lanes	
  
10.7	
  
2.4	
  
0.8	
  
0.7	
  
2.3	
  
0.7	
  
3.6	
  
21.2	
  

877	
  
138.3	
  
88.5	
  
32.8	
  
227	
  
33.9	
  
180.8	
  
1578.3	
  

392	
  
47	
  
58	
  
14	
  
80	
  
61	
  
79	
  
731	
  
EPIGEN	
  workflows	
  
EPIGEN	
  bioinforma'cs	
  resources	
  
Tool	
  
AspicDB	
  

Pscan	
  

Description	
  	
  
Alternative	
  splicing	
  resource	
  
Identify	
  common	
  regulators	
  of	
  a	
  set	
  of	
  genes	
  using	
  ChIP-­‐
Seq	
  datasets.	
  
highly	
  performing	
  and	
  sensitive	
  aligner	
  for	
  short	
  (NGS-­‐
like)	
  reads	
  
Functional	
  interpretation	
  of	
  differential	
  expression	
  
analyses	
  
Mode	
  of	
  Action	
  (MoA)	
  of	
  novel	
  drugs	
  and	
  the	
  
identification	
  of	
  known	
  and	
  approved	
  candidates	
  for	
  
“drug	
  repositioning”	
  
Collection	
  of	
  softwares	
  for	
  the	
  search	
  of	
  motifs	
  on	
  DNA	
  
and	
  RNA	
  
human	
  and	
  mouse	
  gene	
  regulatory	
  networks	
  
Search	
  for	
  transcription	
  factor	
  binding	
  sites	
  in	
  promoters	
  
of	
  co-­‐regulated	
  or	
  co-­‐expressed	
  genes	
  

SpliceAidF	
  

Database	
  of	
  human	
  splicing	
  factors	
  and	
  their	
  binding	
  sites	
  http://srv00.ibbe.cnr.it/SpliceAidF/	
  

Cscan	
  
ERNE	
  
Fidea	
  
MANTRA	
  
ModTools	
  
NetView	
  

Web	
  link	
  
http://srv00.ibbe.cnr.it/ASPicDB/	
  
www.beaconlab.it/cscan	
  
http://erne.sourceforge.net	
  
http://www.biocomputing.it/fidea	
  
http://mantra.tigem.it	
  
www.beaconlab.it/modtools	
  
http://netview.tigem.it	
  
www.beaconlab.it/pscan	
  
Training	
  of	
  young	
  researchers	
  
•  Workshops	
  
-­‐NGS	
  &	
  Data	
  Analysis.	
  Udine,	
  June	
  19-­‐22,	
  2012	
  
-­‐Data	
  	
  sequencing	
  archiving.	
  Rome,	
  July	
  10-­‐11,	
  2012	
  
-­‐ChIP-­‐Seq	
  Analysis.	
  Rome,	
  October	
  31,	
  2012	
  
-­‐ChIP-­‐Seq	
  Analysis.	
  Milan,	
  December	
  11,	
  2012	
  
-­‐Workshop	
  Epigenomics.	
  Bari,	
  December	
  5-­‐7,	
  2012	
  
-­‐Systems	
  Biology	
  Training.	
  Naples,	
  April	
  22-­‐23,	
  2013	
  
-­‐DNA	
  methyla'on	
  Analysis.	
  Padua,	
  June	
  10-­‐11,	
  2013	
  
-­‐FEBS	
  Workshop.	
  Capri,	
  October	
  13-­‐16,	
  2013	
  
-­‐Advanced	
  ChIP-­‐Seq	
  workshop.	
  Milan,	
  November	
  24-­‐25,	
  2013	
  
-­‐RNA-­‐Seq	
  Analisis.	
  Bari	
  	
  December	
  2013	
  
	
  

•  EPIGEN	
  exchange	
  &	
  training	
  abroad	
  fellowships	
  	
  
-­‐exchange	
  of	
  young	
  researchers	
  among	
  EPIGEN	
  labs	
  
-­‐visits	
  to	
  foreign	
  labs	
  to	
  learn	
  new	
  methods	
  &	
  for	
  collabora'ons	
  
Dissemina'on	
  &	
  Health	
  Care	
  Policy	
  
(Coordinator:	
  Giuseppe	
  Testa)	
  
ImpaBo	
  
•  Strategico	
  -­‐	
  scienHfico	
  
	
  Network	
  tra	
  gli	
  epigene's'	
  italiani	
  
	
  -­‐aumenta	
  compe''vitá	
  e	
  visibilitá	
  della	
  ricerca	
  italiana	
  
	
  -­‐sviluppo	
  di	
  tecnologie	
  avanzate	
  
	
  -­‐collaborazioni	
  ed	
  infrastruBure	
  che	
  perdureranno	
  
•  Biomedico	
  -­‐	
  economico	
  
	
  I	
  nostri	
  risulta'	
  permeBono	
  di	
  
	
  -­‐comprendere	
  meccanismi	
  del	
  cancro,	
  distrofia	
  muscolare	
  
	
  -­‐produzione	
  di	
  farmaci	
  per	
  nuove	
  terapie	
  epigene'che	
  
	
  -­‐opmizzare	
  processi	
  nell´ambito	
  agricolo	
  
•  Socio-­‐economico	
  
	
  -­‐Formazione	
  di	
  giovani	
  =>	
  nuove	
  competenze	
  =>	
  lavoro	
  	
  
Contap	
  
DireSore:	
  Giuseppe	
  Macino	
  
	
  
Project	
  Manager:	
  Cecilia	
  Poli	
  

	
  

www.epigen.it	
  	
  /	
  epigen@cnr.it	
  

	
  

Consiglio	
  Nazionale	
  delle	
  Ricerche	
  
P.le	
  Aldo	
  Moro	
  7	
  
00185	
  Roma	
  
Tel.	
  064	
  9932371	
  /	
  2995	
  

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Graziano Pesole - il progetto EPIGEN

  • 1. BiP-­‐Day  2013   Bari,  5  dicembre  
  • 2. Epigene'cs   •  ‘Epi’gene'cs  -­‐  ‘On’  or  ‘over’  the  gene'c   informa'on  encoded  in  the  DNA  
  • 3. Epigene'cs   •  The  study  of  reversible  heritable  changes  in  gene   func'on  that  occur  without  a  change  in  the   sequence  of  nuclear  DNA     •  Gene-­‐regulatory  informa'on  that  is  not  expressed   in  DNA  sequences  is  transmiBed  from  one   genera'on  (of  cells  or  organisms)  to  the  next    
  • 4. Molecular  Mechanisms  that  Mediate   Epigene'c  Phenomena   •  DNA  methyla'on  (CpG  dinucleo'des)   •  Histone  modifica'ons   •  ncRNAs  /  RNA  edi'ng   Nucleosome  
  • 5. EPIGEN:  Vision  and  goals   EPIGEN  project  was  conceived  to  nucleate  the  exper'se,  available  all   over  the  country,  with  the  goal  of  promo'ng  excellence  and  boos'ng   development  in  research  areas  considered  of  strategic  relevance  to   the  country’s  society  and  economy.                   The  main  scien'fic  goal  of  the  EPIGEN  project  is  to  understand  how   epigene'c  mechanisms  regulate  normal  biological  processes,  generate   diversity  and  contribute  to  pathological  altera'ons  in  organisms   ranging  from  plants  to  humans.    
  • 6. EPIGEN  structure   >70  labs,  8  subprojects.  20  million  €  for  3  yrs.     Coordinator   Prof.  Giuseppe  Macino   ExecuHve  CommiSee   Vice-­‐directors  +  subproject  coordinators   Subproject  1:  NGS  plaEorm   SP4:  ChromaHn  structure  &  dynamics   SP5:  EpigeneHc  control  by  ncRNA   Subproject  2:  BioinformaHcs  plaE.   SP6:  EpigeneHc  control  of  cell  idenHty   SP7:  EpigeneHc  drugs   Subproject  3:  Cell  imaging  plaEorm     SP8:  Epigenomics  plants  of  agricultural  interest  
  • 7. EPIGEN  has  successfully  created  centralised   plaSorms  for  epigenomic  research    Many  Italian  ins'tu'ons  lag  behind  those  in  other   European  countries  when  it  comes  to  availability  of  the   latest  technologies  required  for  epigenomic  studies.      Our  first  cri'cal  milestone  was  the  crea'on  of  centralized   plaSorms  to  provide  all  the  par'cipants  with  rapid  access  to   next  genera'on  sequencing,  data  storage,  bioinforma'c   pipelines,  supercompu'ng  capacity  as  well  as  cell  imaging   technologies.    
  • 8. SP1:    NGS  PlaSorm   Coordinator:  Michele  Morgante  -­‐  IGA,  Udine   NGS  Center    exclusive  for  EPIGEN   DNA-­‐seq   RNA-­‐seq   SmallRNA-­‐ seq   ChIP-­‐seq   BS-­‐seq   Exome-­‐seq   Amplicon-­‐ seq   NEXT…   NEW   NEW   NEW   •  Development  of  new  applica'ons    in  collabora'on  with  Epigen  groups    
  • 9. SP2:  Bioinforma'cs  PlaSorm   Coordinator:  Graziano  Pesole.  IBBE  –  CNR  &  University  of  Bari   •  Development  of  so_wares  and  pipelines  for  NGS  data  analysis    Anna  Tramontano,  Sapienza  University  of  Rome      Giulio  Pavesi,  University  of  Milan    Raffaele  Calogero,  University  of  Turin    Tiziana  Castrignanò,  CINECA,  Rome    Giorgio  Valle,  University  of  Padua    Alberto  Policri',  Ins'tute  of  Applied  Genomics,  Udine    Diego  Di  Bernardo,  Telethon  Ins'tute  of  Gene'cs  &  Medicine,  Naples    Silvio  Bicciato,  University  of  Modena  &  Reggio  Emilia    Claudia  Angelini,  IAC  –  CNR,  Naples    Paola  Paci,  IASI  –  CNR,  Rome    Flavio  Licciulli  ITB  –  CNR,  Bari    Manuela  Helmer-­‐CiBerich  –  Rome  “Tor  Vergata“      Centralized  data  Repository    (CASPUR-­‐CINECA)    up  to  a  700  Terabyte    
  • 10. NGS  Data  Repository   NGS  Data  Repository   The   Next   Genera'on   Sequencing   (NGS)   plaSorms   are   revolu'onizing   genomics   and   trascritomics   science,   but   biological   sequencing   data   are   now   produced   in   unprecedented   amounts.   Find  NGS   Experiment   Find  Gene,   CHR,  Range   Query   NGS   Input   (iRODS)   Results   NGS  Metadata   (EBI-­‐SRA)   Query   NGS  Analysis   NGS   Output   (mySQL)   Results   Web  Results   Peaks,  variants,   introns,  exons,   promoters   NGSDR   In  order  to  adapt  to  the  much  greater  input  and  output  from  NGS  data  analyses,  the  NGS   Data   Repository   (NGSDR)   incorporates   several   improvements,   including   separa'on   of   metadata   from   the   content   and   the   crea'on   of   a   sequencing   ‘experiment’   object   to   describe  the  sequencing  library  that  the  runs  belong  to.   Cineca  users  and  IT  experts  can  query  the  metadata  to  find  and  track  data.    
  • 11. EPIGEN:  NGS  data  produc'on   Data  type   RNAseq   NCseq   WES   RIP-­‐seq   RC-­‐seq   smallRNA   ChIp-­‐seq   number  of   billions  of  reads   billions  of  bases   lanes   10.7   2.4   0.8   0.7   2.3   0.7   3.6   21.2   877   138.3   88.5   32.8   227   33.9   180.8   1578.3   392   47   58   14   80   61   79   731  
  • 13. EPIGEN  bioinforma'cs  resources   Tool   AspicDB   Pscan   Description     Alternative  splicing  resource   Identify  common  regulators  of  a  set  of  genes  using  ChIP-­‐ Seq  datasets.   highly  performing  and  sensitive  aligner  for  short  (NGS-­‐ like)  reads   Functional  interpretation  of  differential  expression   analyses   Mode  of  Action  (MoA)  of  novel  drugs  and  the   identification  of  known  and  approved  candidates  for   “drug  repositioning”   Collection  of  softwares  for  the  search  of  motifs  on  DNA   and  RNA   human  and  mouse  gene  regulatory  networks   Search  for  transcription  factor  binding  sites  in  promoters   of  co-­‐regulated  or  co-­‐expressed  genes   SpliceAidF   Database  of  human  splicing  factors  and  their  binding  sites  http://srv00.ibbe.cnr.it/SpliceAidF/   Cscan   ERNE   Fidea   MANTRA   ModTools   NetView   Web  link   http://srv00.ibbe.cnr.it/ASPicDB/   www.beaconlab.it/cscan   http://erne.sourceforge.net   http://www.biocomputing.it/fidea   http://mantra.tigem.it   www.beaconlab.it/modtools   http://netview.tigem.it   www.beaconlab.it/pscan  
  • 14. Training  of  young  researchers   •  Workshops   -­‐NGS  &  Data  Analysis.  Udine,  June  19-­‐22,  2012   -­‐Data    sequencing  archiving.  Rome,  July  10-­‐11,  2012   -­‐ChIP-­‐Seq  Analysis.  Rome,  October  31,  2012   -­‐ChIP-­‐Seq  Analysis.  Milan,  December  11,  2012   -­‐Workshop  Epigenomics.  Bari,  December  5-­‐7,  2012   -­‐Systems  Biology  Training.  Naples,  April  22-­‐23,  2013   -­‐DNA  methyla'on  Analysis.  Padua,  June  10-­‐11,  2013   -­‐FEBS  Workshop.  Capri,  October  13-­‐16,  2013   -­‐Advanced  ChIP-­‐Seq  workshop.  Milan,  November  24-­‐25,  2013   -­‐RNA-­‐Seq  Analisis.  Bari    December  2013     •  EPIGEN  exchange  &  training  abroad  fellowships     -­‐exchange  of  young  researchers  among  EPIGEN  labs   -­‐visits  to  foreign  labs  to  learn  new  methods  &  for  collabora'ons  
  • 15. Dissemina'on  &  Health  Care  Policy   (Coordinator:  Giuseppe  Testa)  
  • 16. ImpaBo   •  Strategico  -­‐  scienHfico    Network  tra  gli  epigene's'  italiani    -­‐aumenta  compe''vitá  e  visibilitá  della  ricerca  italiana    -­‐sviluppo  di  tecnologie  avanzate    -­‐collaborazioni  ed  infrastruBure  che  perdureranno   •  Biomedico  -­‐  economico    I  nostri  risulta'  permeBono  di    -­‐comprendere  meccanismi  del  cancro,  distrofia  muscolare    -­‐produzione  di  farmaci  per  nuove  terapie  epigene'che    -­‐opmizzare  processi  nell´ambito  agricolo   •  Socio-­‐economico    -­‐Formazione  di  giovani  =>  nuove  competenze  =>  lavoro    
  • 17. Contap   DireSore:  Giuseppe  Macino     Project  Manager:  Cecilia  Poli     www.epigen.it    /  epigen@cnr.it     Consiglio  Nazionale  delle  Ricerche   P.le  Aldo  Moro  7   00185  Roma   Tel.  064  9932371  /  2995