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Molecular	
  Diagnos/cs	
  
	
  
•  Development	
   of	
   new	
   diagnos2c	
   assays	
   and	
   epidemiological	
   surveillance	
   of	
   viral	
  
pathogens	
  of	
  livestock	
  and	
  crops	
  in	
  East	
  and	
  Central	
  Africa	
  using	
  LAMP	
  assays	
  
•  East	
  Coast	
  fever	
  (ECF)	
  recombinant	
  vaccine	
  development	
  
•  The	
  plant	
  virome	
  ecology	
  in	
  African	
  farming	
  systems	
  
Mobilizing biosciences for Africa’s development	
  
BecA-­‐ILRI	
  Hub	
  Genomics	
  and	
  Bioinforma/cs	
  
Pla=orms	
  
This	
  document	
  is	
  licensed	
  for	
  use	
  under	
  a	
  Crea/ve	
  Commons	
  ACribu/on-­‐Noncommercial-­‐Share	
  Alike	
  3.0	
  Unported	
  License	
  	
  	
  	
  	
  	
  	
  	
  
May	
  2013	
  
	
  
Mark	
  Wamalwa,	
  Francesca	
  Stomeo,	
  Joyce	
  Njuguna,	
  Appolinaire	
  Djikeng.	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
   	
   	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  BecA-­‐ILRI	
  Hub,	
  Nairobi,	
  PO	
  Box	
  30709,	
  00100,	
  Kenya	
  (m.wamalwa@cgiar.org)	
  	
  	
  
Highlights	
  from	
  projects	
  using	
  the	
  BecA-­‐ILRI	
  Genomics	
  and	
  
Bioinforma/cs	
  Pla=orms	
  
	
  
	
  
The	
  BecA-­‐ILRI	
  Hub	
  genomics	
  plaIorm	
  is	
  equipped	
  with	
  both	
  capillary	
  (ABI	
  3130xl,	
  ABI	
  3730xl	
  and	
  ABI	
  3500xl)	
  and	
  second-­‐genera2on	
  sequencing	
  (the	
  Roche	
  454	
  GSFLX™	
  Titanium	
  
pyrosequencer	
  and	
  Illumina	
  MiSeq)	
  plaIorms	
  integrated	
  with	
  high	
  performance	
  compu2ng	
  systems.	
  The	
  Bioinforma2cs	
  plaIorm	
  leverages	
  on	
  the	
  current	
  Genomics	
  plaIorm	
  to	
  
provide	
  advanced	
  computa2onal	
  services,	
  access	
  to	
  high	
  performance	
  compu2ng,	
  data	
  storage,	
  bioinforma2cs	
  support	
  and	
  consultancy	
  services	
  to	
  African	
  scien2sts	
  and	
  external	
  
users.	
   Bioinforma2cs	
   offers	
   tremendous	
   opportuni2es	
   and	
   has	
   great	
   poten2al	
   to	
   underpin	
   biotechnological	
   solu2ons	
   to	
   agricultural	
   development	
   constraints.	
   In	
   a	
   nutshell,	
  
bioinforma2cs	
  is	
  the	
  key	
  to	
  understanding	
  the	
  molecule	
  of	
  life,	
  DNA.	
  Using	
  these	
  plaIorms,	
  the	
  Hub	
  has	
  embarked	
  on	
  research	
  ac2vi2es	
  including	
  various	
  genome	
  (par2al	
  and	
  
complete)	
  sequencing	
  projects	
  (cassava	
  re-­‐sequencing,	
  viral	
  genomics	
  and	
  metagenomics).	
  Metagenomics	
  projects	
  have	
  been	
  par2cularly	
  informa2ve,	
  as	
  they	
  have	
  provided	
  the	
  tools	
  
to	
  quickly	
  scan	
  the	
  bacterial	
  and	
  viral	
  communi2es	
  (pathogenic	
  and	
  non-­‐pathogenic)	
  in	
  specific	
  ecosystems	
  with	
  the	
  poten2al	
  of	
  applica2ons	
  to	
  various	
  food	
  value	
  chains.	
  Hence	
  
experimental	
  data	
  output	
  has	
  considerably	
  grown	
  in	
  size	
  and	
  complexity.	
  These	
  robust	
  plaIorms	
  will	
  significantly	
  increase	
  our	
  ability	
  to	
  address	
  major	
  issues	
  related	
  to	
  pathogens	
  
discovery,	
  crops	
  improvement	
  and	
  food	
  security	
  and	
  will	
  con2nue	
  to	
  support	
  capacity	
  building	
  and	
  services	
  demands	
  in	
  the	
  BecA	
  Hub	
  region	
  and	
  beyond.	
  	
  
	
  
	
  
Capacity	
  Building	
  
	
  
•  Training	
  workshops:	
  	
  
a)  Introduc2on	
  to	
  Molecular	
  Biology	
  and	
  Bioinforma2cs	
  Workshop	
  
b)  Advanced	
  Genomics	
  and	
  Bioinforma2cs	
  Workshop	
  
•  MSc	
  and	
  PhD	
  student	
  projects	
  
hub.africabiosciences.org	
  
Food	
  security:	
  Crop	
  and	
  livestock	
  improvement	
  
	
  
•  Bacterial	
  disease	
  resistance	
  in	
  banana	
  and	
  enset	
  	
  
•  Late	
  blight	
  resistance	
  in	
  potato	
  
•  Weevil	
  resistance	
  in	
  sweet	
  potato	
  
•  Mosaic	
  virus	
  resistance	
  in	
  cassava.	
  	
  
•  Maize-­‐sorghum	
  hybrid/molecular	
  marker	
  
•  Climate-­‐smart	
  Brachiaria	
  grasses	
  for	
  improving	
  livestock	
  produc2on	
  	
  
	
  
Key	
  partners	
  include	
  IITA,	
  CIP,	
  MARI	
  (Tanzania),	
  EIAR	
  (Ethiopia)	
  
ILRI	
  
Kenya	
  
HPC	
  Cluster	
  	
  
(88	
  Nodes)	
  
1.	
  
2.	
  
3.	
  
4.	
  
Quality	
  Control	
  
Assembly	
  	
  
(De	
  novo/Reference)	
  
Feature	
  predic2on	
  
Data	
  Visualiza2on	
  
Bioinforma/cs	
  Core	
  Ac/vi/es	
  
	
  
Sta/s/cal	
  Support	
  
• Experimental	
  design	
  
Primary	
  Data	
  Analysis	
  
• NGS	
  QC,	
  spa2al	
  defect	
  removal	
  
• 454	
  GA	
  Pipleline	
  
Secondary/Downstream	
  analysis	
  
• Differen2al	
  Expression	
  
• Structural	
  varia2on,	
  geonomic	
  
rearrangements	
  
• SNP	
  and	
  CN	
  analysis	
  
• microRNA	
  profiling	
  
• GO	
  enrichment	
  
Training/Capacity	
  Building	
  
•  Mo2f	
  Finding	
  
•  Func2onal/Network	
  Analysis	
  
Data	
  Management	
  
•  NGS	
  data	
  storage	
  and	
  manipula2on	
  
•  Data	
  warehouse	
  facili2es:	
  databases	
  
Soaware	
  development	
  
•  Bioconductor	
  packages:	
  NGS	
  annota2on	
  
packages	
  
•  Automated	
  NGS	
  analysis	
  packages	
  
Bioinforma/cs	
  tools	
  
•  Ensembl,	
  Galaxy,	
  Cytoscape	
  

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BecA-ILRI Hub genomics and bioinformatics platforms

  • 1. Molecular  Diagnos/cs     •  Development   of   new   diagnos2c   assays   and   epidemiological   surveillance   of   viral   pathogens  of  livestock  and  crops  in  East  and  Central  Africa  using  LAMP  assays   •  East  Coast  fever  (ECF)  recombinant  vaccine  development   •  The  plant  virome  ecology  in  African  farming  systems   Mobilizing biosciences for Africa’s development   BecA-­‐ILRI  Hub  Genomics  and  Bioinforma/cs   Pla=orms   This  document  is  licensed  for  use  under  a  Crea/ve  Commons  ACribu/on-­‐Noncommercial-­‐Share  Alike  3.0  Unported  License                 May  2013     Mark  Wamalwa,  Francesca  Stomeo,  Joyce  Njuguna,  Appolinaire  Djikeng.                                                                BecA-­‐ILRI  Hub,  Nairobi,  PO  Box  30709,  00100,  Kenya  (m.wamalwa@cgiar.org)       Highlights  from  projects  using  the  BecA-­‐ILRI  Genomics  and   Bioinforma/cs  Pla=orms       The  BecA-­‐ILRI  Hub  genomics  plaIorm  is  equipped  with  both  capillary  (ABI  3130xl,  ABI  3730xl  and  ABI  3500xl)  and  second-­‐genera2on  sequencing  (the  Roche  454  GSFLX™  Titanium   pyrosequencer  and  Illumina  MiSeq)  plaIorms  integrated  with  high  performance  compu2ng  systems.  The  Bioinforma2cs  plaIorm  leverages  on  the  current  Genomics  plaIorm  to   provide  advanced  computa2onal  services,  access  to  high  performance  compu2ng,  data  storage,  bioinforma2cs  support  and  consultancy  services  to  African  scien2sts  and  external   users.   Bioinforma2cs   offers   tremendous   opportuni2es   and   has   great   poten2al   to   underpin   biotechnological   solu2ons   to   agricultural   development   constraints.   In   a   nutshell,   bioinforma2cs  is  the  key  to  understanding  the  molecule  of  life,  DNA.  Using  these  plaIorms,  the  Hub  has  embarked  on  research  ac2vi2es  including  various  genome  (par2al  and   complete)  sequencing  projects  (cassava  re-­‐sequencing,  viral  genomics  and  metagenomics).  Metagenomics  projects  have  been  par2cularly  informa2ve,  as  they  have  provided  the  tools   to  quickly  scan  the  bacterial  and  viral  communi2es  (pathogenic  and  non-­‐pathogenic)  in  specific  ecosystems  with  the  poten2al  of  applica2ons  to  various  food  value  chains.  Hence   experimental  data  output  has  considerably  grown  in  size  and  complexity.  These  robust  plaIorms  will  significantly  increase  our  ability  to  address  major  issues  related  to  pathogens   discovery,  crops  improvement  and  food  security  and  will  con2nue  to  support  capacity  building  and  services  demands  in  the  BecA  Hub  region  and  beyond.         Capacity  Building     •  Training  workshops:     a)  Introduc2on  to  Molecular  Biology  and  Bioinforma2cs  Workshop   b)  Advanced  Genomics  and  Bioinforma2cs  Workshop   •  MSc  and  PhD  student  projects   hub.africabiosciences.org   Food  security:  Crop  and  livestock  improvement     •  Bacterial  disease  resistance  in  banana  and  enset     •  Late  blight  resistance  in  potato   •  Weevil  resistance  in  sweet  potato   •  Mosaic  virus  resistance  in  cassava.     •  Maize-­‐sorghum  hybrid/molecular  marker   •  Climate-­‐smart  Brachiaria  grasses  for  improving  livestock  produc2on       Key  partners  include  IITA,  CIP,  MARI  (Tanzania),  EIAR  (Ethiopia)   ILRI   Kenya   HPC  Cluster     (88  Nodes)   1.   2.   3.   4.   Quality  Control   Assembly     (De  novo/Reference)   Feature  predic2on   Data  Visualiza2on   Bioinforma/cs  Core  Ac/vi/es     Sta/s/cal  Support   • Experimental  design   Primary  Data  Analysis   • NGS  QC,  spa2al  defect  removal   • 454  GA  Pipleline   Secondary/Downstream  analysis   • Differen2al  Expression   • Structural  varia2on,  geonomic   rearrangements   • SNP  and  CN  analysis   • microRNA  profiling   • GO  enrichment   Training/Capacity  Building   •  Mo2f  Finding   •  Func2onal/Network  Analysis   Data  Management   •  NGS  data  storage  and  manipula2on   •  Data  warehouse  facili2es:  databases   Soaware  development   •  Bioconductor  packages:  NGS  annota2on   packages   •  Automated  NGS  analysis  packages   Bioinforma/cs  tools   •  Ensembl,  Galaxy,  Cytoscape