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Presentation on theme: "DBBM CESMG G. Paolella CEINGE. CSI INTERNET CEINGE University Campus."— Presentation transcript:


2 CSI INTERNET CEINGE University Campus

3 CAPRI Image restoration and analysis Comparative Genomics Francesco Salvatore 0503 Research and Services in Bioinformatics

4 - Comparative genomics - DG-CST - KinWeb - Non Coding RNAs - Bacterial - Eukaryotic - Cell motility Research subjects

5 Conserved Sequence Tags (CST)



8 Genome browser

9 KinWeb

10 (a) (b) (c) (d) (e) KinWeb DB

11 Three genes a) b) Ig-IIg-IIIg-IIITMTyr Kinase // CSTs Ser-Thr Kinase CST // Ser-Thr Kinase c) // acb CST IIIIII

12 Selection of homologous chromosome regions from human and mouse genomes. Comparison of selected regions using BLASTZ, a program based on a local similarity algorhitm. Further analysis on the dataset looking for subpopulations sharing specific characteristics, using different programs, such as: - Blast of CSTs vs EST, human and other species genomes - Program for calculation of CPS score (Coding Potential Score) - RNA structure prediction programs Selection of the definitive set of CSTs based on specified thresholds (identity >= 70%; length >= 100 bp) using StrongHits. Insertion of selected CSTs into DB and extensively annotation for: - type (i.e. intergenic, exonic etc.) according to Ensembl - Coding capability according to Ensembl - Distances from other genes and coding regions - Calculation of Log Score according to UCSC comparison of human and mouse genomes Masking sequences of repetitive elements to reduce the noise fatally introduced by repeated sequences through RepeatMasker. Pipeline

13 Pipeline units

14 Non coding RNAs ncRNA DNA transcription reverse transcription Proteins translation mRNA tRNA rRNA Antisense miRNA transcription/maturation snoRNA maturation Self-splicing intron snRNA Imprinting H19, AIR X inactivation XIST Chromatin structure dynamics small RNAs DNA demethylation KHPS1a

15 Bacterial SLSs

16 SLS Families

17 Position in the genome Position

18 Alignment

19 RNAz P = 0.99 PFOLD Secondary structures

20 Processing time

21 4x14x2=112 procs 2.8 GHz 4x14x2=112 GB RAM 2 GB/s per scheda - 4 GB/s aggregata Cluster

22 Bioinfo portal

23 Servizi bioinformatici per la ricerca gia attivi Francesco Salvatore 0503 Circa 100 banche dati di interesse biologico accessibili mediante SRS (sequenze nucleotidiche, genomi, mutazioni, malattie ereditarie, enzimi, etc.) Sistema integrato per analisi di dati biologici con oltre 150 programmi per analisi di sequenze, modelli evolutivi, studio di mutazioni, proteine etc. Banche dati realizzate nellambito di progetti di ricerca (DG-CST, KinWEB, etc.) Sistemi per la gestione di dati sperimentali (campioni biologici, sequenze, immagini da microscopia etc.)

24 Research and services Research and Services in Bioinformatics CAPRI Image restoration and analysis Comparative Genomics

25 CEINGE DBBM IIGB BIOGEM Facolta di Medicina Facolta di Biotecnologie Altre Facolta Pubblico (accesso limitato) Francesco Salvatore 0503 Servizi: chi ha accesso ?

26 WEB SERVER CAPRI SRS PISE Other Emboss Fasta Blast User Data DB Primary remote databases ENSEMBL Services organization

27 Graphic interface to programs


29 Various operations in a row: Complement ->Translation -> Isoelectric point of the resulting protein. DNA Complement Translation Isoelectric point CAPRI workflow

30 CGI Plugin Object Pise Plugin Object CLI Simple Programs Plugin Object CURL Base Obj. Plugin Object SOAP Plugin Object JEMBOSS Program Object Tasks Obj. Menu Table Disk Buffering BLAST FASTA EMBOSS HMMer Genscan ClustalW Programmi Dischi del Server Phylip CLIENTSERVER CAPRI Program Object Program Object Legenda Relazione tra oggetti: Uso Eredità Esecuzione programmi Trasferimento dati Relazione temporale CAPRI architecture

31 ClusterCluster Cluster Nodes Access Server Access Server Access Server For each user request, a process is launched on a different node Distributed execution

32 Cluster Broker Web applicatio n server DB server Cluster Manager Cluster Manager 3 – Request the status of the cluster 5 - launch the command on the node 1 – Run a command 2 – Request a node IP 4 – Search for the best resource and return the corresponding node IP Relational DB 6 – Return the result Cluster activity http


34 Broker virtual node virtual node DB Grid node

35 PROGETTO DI RICERCA *Cell line *Colture conditions *Fixation and inclusion methods, stainings, ecc *Objective *Focus Position *Stage position x/y *Project title *Experiment name, *Author, group, group leader, ecc. WEB INTERFACE *Exposure time *Resolution, ecc. DB Image archival and management

36 Image-DB interface

37 timelapse at 6 positions timelapse actin wound healing timelapse 2 adhesion actin staining IPROC

38 HPC on Cluster nodes GatewayGateway iPage image area data + images page iPane proc- steps IPROC architecture

39 ClusterCluster Cluster Nodes Access Server Access Server Access Server A tool can require the execution of multiple, simultaneous processes Distributed execution of parallel requests

40 -PHP internal routines (basic drawing, processing) -ImageMagick (more advanced processing) -Image converters -Special tools (PDL, deconvolution) -Tools developed in-house (cell tracking) What software may be linked

41 -Convenient graphic interface -Access to a vast library of image processing steps -No specific interface requirements -Remote processing on parallel hardware -Support for a large number of concurrent users -System independent (works on Mac, PC, Linux etc.) -No need to install. A browser is enough. Advantages

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