SlideShare una empresa de Scribd logo
1 de 50
Tetrahymena thermophila
 macronuclear genome project




TIGR
Acknowledgements
• Ed Orias
• Members of Tetrahymena steering
  committee
• Members of Tetrahymena Genome
  Advisory Board
• NSF/Pat Dennis
• NIGMS/Tony Carter
• Tetrahymena research community

TIGR
Genome Project Planning -
  coordinated by Ed Orias at UCSB
• 8/99 Workshop in Ciliate Genomics

• 10/99 First Meeting of Tetrahymena Genome Project
  Steering Committee

• 10/00 Second Meeting of Tetrahymena Genome Project
  Steering Committee

• 8/01 Third Meeting of Tetrahymena Genome Project
  Steering Committee



TIGR
TIGR
Details of Project
• Collaboration between
  – TIGR (Jonathan Eisen, Malcolm Gardner, Steven
    Salzberg, others)
  – Stanford (Mike Cherry)
  – UCSB (Ed Orias)
• Funding
  – NSF Microbial Genome Program
  – NIH-NIGMS


 TIGR
Major Goals of Project

• ~8x coverage of macronuclear genome of
  strain SB210
• Generation of genome assemblies
• Creation and maintenance of two genome
  databases
  – Sequence and automated-annotation - TIGR
  – Tetrahymena Genome Database - Stanford


TIGR
Eukaryotic Phylogeny




TIGR
TIGR   Baldauf et al. 2001
Why Tetrahymena?
•   Model alveolate and ciliate
•   Free living, pure culture, non pathogenic
•   Genetic unicellular eukaryotic model:
•   Processes and cellular components not found in
    yeasts
•   Organelle function: cilia, phagosome, nucleoli,
    centrosomes
•   Robust and novel molecular genetic tools
•   Large research community
•   Heterologous expression of alveolate genes
    TIGR
Major Discoveries Using Tetrahymena
• Dynein and its unidirectional motor
  activity
• Ribozymes, self-splicing RNA
• Telomere structure, telomerase &
  telomerase RNA
• Role of histone acetylation in control
  of gene expression
• Role of RNAi in developmental DNA
  rearrangements


  TIGR
Tools in Tetrahymena
• Genetic tools
    – Conjugation, genetic-crossing, inducible self-fertilization
    – Transformation, gene disruption, gene replacement
    – Gene overexpression, ribosome antisense repression
• Many genomic resources
    – Genetic maps (for mic and mac)
    – Physical maps
    – EST projects
• Ease of use
    – Grows fast (1.5 h doubling) in pure culture
    – Large cell size
    – Large T° range for growth
    – Storage in liquid N2
    – Large scale sub-cellular compartment fractionation


TIGR
Tetrahymena’s two nuclear genomes

                 Micronucleus (MIC)
                   Germline Genome
                     (Silent)
                   5 pairs of chromosomes

                 Macronucleus (MAC)
                   Somatic genome
                    (Expressed)
                   250-300 chromosomes
                    @ ~45 copies each


TIGR
Macronuclear Differentiation




TIGR
Macronuclear Genome
•   Little repetitive DNA
•   180 Mbp genome
•   Little evidence for large duplications
•   No centromeres
•   Few and small introns
•   No alternative splicing reported
•   Genes are lower AT (63%) than rest of the
    genome (83%)

TIGR
Major Achievements

• 8x coverage achieved September 20, 2003
• Shotgun assembly finished September 25,
  2003
• Sequence and assembly Data released to
  TIGR web site October 1, 2003
• Traces released to NCBI trace archive
  October 15, 2003

TIGR
Why sequence the Mac?
• Advantages:
  – It contains all the genes and control elements
    required for life
  – IES loss removes the vast majority of the
    germline’s repeated sequences
• Special challenges
  – Assembling a highly fragmented genome.
  – Relating the MAC genome sequence to the MIC
    genome.
TIGR
Macronuclear DNA Libraries
        Size of    % Good          % No insert
        DNA used   Sequences
TTAAA   1.5-2.0    95              0
TUAAA   2.0-3.0    90              0
TXAAA   3.0-4.0    88              1
TYAAA   4.0-6.0    85              1
TQAAA   6.0-10.0   45              27

TIGR                    Made by Bill Nierman at TIGR
Sequencing

• Sequencing done at the J. Craig Venter
  Science Foundation’s Joint Technology
  Center
• 1,197,106 million reads primarily from 4-6
  kb library
• Average edited length 815 bp



TIGR
Assembly
• Celera Assembler with modifications by Mihai Pop,
Art Delcher, Steven Salzberg, et al.

            Scaffolds        2988
            Contigs          4223
            Bases in         106,196,540
            Scaffolds
            Largest contig   715,652
            Largest          2,217,035
            scaffold
            Coverage         9.01
            N50 Scaffolds    464,449
TIGR
Data Release

• All raw data is in the NCBI Trace Archive
• Sequences and assemblies are available at (
  http://www.tigr.org/tdb/e2k1/ttg/ and will
  be available in Genbank
• Assemblies will be released monthly if
  there are any improvements



TIGR
Assorted statistics
Feature                                                                   Stat
Number of “capped” scaffolds                                              114
Fraction of the genome residing in capped scaffolds                        40%
Fraction of the genome residing in scaffolds capped on at least one end    75%
Post-genomic estimate of the number of MAC chromosomes                     292
Number of sequenced RAPS found in single scaffolds                         93/94 tested
Longest single-contig scaffold                                             716 kb
Longest scaffold                                                           2.2 Mb
Longest capped scaffold (on both ends)                                     1.1 Mb
Shortest capped scaffold (on both ends)                                    37.5 kb
Estimated fold-redundancy of MIC sequence in the TIGR sequence database    0.1 fold


   TIGR
Accuracy?
• No scaffolds are larger than the corresponding
  MAC chromosomes
• All independently assorting loci match different
  scaffolds and all co-assorting loci match either
  same scaffold or the sum of the scaffolds is < than
  the size of cognate MAC chromosome
• Previously obtained Cbs-adjacent sequences that
  match to untelomerized scaffolds invariably do so
  at scaffold ends.

TIGR
Scaffold to MAC Chromosome Size Ratio

 1.80


 1.60


 1.40


 1.20


 1.00


 0.80


 0.60
Scaffold to Chromosome Ratio

 0.40


 0.20


 0.00
        0             0.5      1            1.5                2         2.5   3   3.5
                                         MAC Chromosome Ratio (Mb)

                                          Observed   "0.9 & 1.1 Lines"

 TIGR
Estimating the number
          of MAC chromosomes
• 114 “closed” scaffolds (= MAC chromosomes)
  encompass 40% of the genome sequence in scaffolds.
• If the size distribution of these scaffolds is
  representative, then, by proportionality,
• The entire genome is estimated to contain ~290 MAC
  chromosomes.
• This number falls within the range of earlier
  estimates, suggesting that few, if any, MAC
  chromosomes are missing from the TIGR
  Tetrahymena sequence
 TIGR
Assembly Issues

• rRNA and mitochondrial contigs are
  considered “repetitive” due to the higher
  depth of coverage
• Reran assembly in three subsets
  – rRNA
  – mitochondrial
  – other sequences


TIGR
Assembly 2
                 rRNA        Mitochondria   Major
                                            chromosomes
Scaffolds        2           1              1971
Contigs          2           1              2955
Bases in         12,166      45,538         103,927,049
Scaffolds
Largest contig               45,538         715,652
Largest          12,166      45,538         2,214,258
scaffold

Coverage         635x        17.85x         9.08x

 TIGR
QuickTime™ and aTIFF (LZW) decompressorare needed to see this picture.




TIGR
Tetrahymena Genome Database
• Phenotypes associated with gene knockouts,
  replacements and other types of mutations.
• Gene regulation information from the literature.
• Post-translational modifications.
• Linkage & physical maps
• DNA polymorphisms
• Experimental protocols
• Links to other sites


TIGR
TIGR
Paul Doerder, Cleveland State
 Immobilization antigens (i-ag)
 Major GPI-linked cell surface protein
   o   related to surface proteins of disease-causing protists
   o   encoded by at least 8 families of paralogs expressed
       under different conditions of temperature and salinity
   o   members of H, L, J and S families already sequenced
 Tetrahymena Genome Project:
   o   additional H, L, J and S paralogs and pseudogenes have
       been identified
   o   candidate I, T, M and P i-ag genes currently being
       tested by RT-PCR and real-time PCR


TIGR
Todd Hennesey, Buffalo
• Identified ecto-ATPase that he’s been trying to
  clone for the past 7 years
• Making a knockout
• Identified "lysozyme receptor" that he’s been
  trying to clone for the past 5 years
• We screened some antisense ribosome mutants,
  got an interesting phenotype (extended backward
  swimming in Ba++), BLASTed the short antisense
  sequence into the database and now have 1.7kb of
  sequence to use to make a knockout

TIGR
Kathleen Karrer, Marquette

• We have just today had a paper accepted by
  Eukaryotic Cell, pending revisions, which
  was significantly enhanced by analysis of
  the data base. There are two undergraduate
  co-authors on the paper.




TIGR
Cliff Brunk, UCLA
T. thermophila genes detected by CUI
                    CUI versus Gene Position


70


60


50


40


30


20


10


 0
23500       28500              33500                    38500   43500
                           Nucleotide Position

                         1000/CUI          Nucleotide




     TIGR
Davis Asai, Harvey Mudd College
• Dynein heavy chains are very large ORFs (ca. 16
  kb) and traditional cloning etc. has been a slow
  go.
• We were able to use the database to complete the
  determination of the sequence of the major
  cytoplasmic dynein heavy chain gene, DYH1, and
  we are extending our information on the second
  cytoplasmic dynein heavy chain, DYH2.
• Further, we have been able to walk "in silico"
  upstream of the DYH1 gene in order to make
  constructs for the N- terminal tagging of the
  heavy chain.
TIGR
J. Smith, K. Belay, S. Beeser,
                                               A. Keuroghlian, R.E.
                                            Pearlman, K.W.M. Siu
TIGR – sequences
                         Translate in 6 reading frames using ciliate code




                   Use these files as databases of all known proteins in
                      Tetrahymena thermophila in these two mass
TIGR – scaffolds
                   spectrometry related searching programs (in-house):




    TIGR
Gel approach…                         Ciliary axonemal proteins from
                                      Tetrahymena thermophila


                                                        Digest with trypsin
                                    Excise
                                                          Sequence individual
                            Identify based on             peptides and identify
                            tryptic fingerprint using     using MASCOT and
                            translated T. thermophila     translated T. thermophila
                            database (MS-FIT).            database.
                                             Run each fraction on a 1.5 hour
       Ciliary axonemal proteins from        reverse phase gradient
       Tetrahymena thermophila               (C18 column) into a mass
                                             spectrometer, acquiring a CID
                                             spectrum of each peptide in the
                                             solution.
    Digest with trypsin

     Divide into 30 fractions using SCX          Identify using MASCOT and
                                                 translated T. thermophila
     TIGR
 2D LC/MS/MS approach…                           database.
(These are different gels,
       not a magnification of the
TIGR          same gel)
Preliminary Summary (using Gel approach):
Axonemal proteins found:
    • Alpha Tubulin
    • Beta Tubulin
    • Unnamed protein product
    • Axoneme central apparatus protein
    • Chain A, Tryparedoxin Ii / Thioredoxin Peroxidase
    / Peroxiredoxin 2 / Natural Killer Cell Enhancing Factor
    • Hypothetical Protein
    • Dynein, 70 kDa intermediate chain
    • Calmodulin like protein / Outer dynein arm-docking complex
    • Axonemal leucine-rich repeat protein
    • Testes specific A2 / Meichroacidin / phosphatidylinositol-4-phosphate
    • invl / putative ankyrin repeat protein / Ankyrin 3
    • Calmodulin
    • Radial spokehead-like protein
    • Flagellar Radial Spoke protein
    • ABC transporter

Membrane proteins found (tubulins found in previous experiments):
    •   Hypothetical Protein
    •   Xenobiotic reductase
    •   SerH3 immobilization antigen
TIGR•   NADH:flavin oxidoreductase
Preliminary Analysis of the Tetrahymena Phagosome Proteome
Preliminary Analysis of the Tetrahymena Phagosome Proteome
L. Klobutcher (Univ. Connecticut Health Ctr.) & R. Pearlman (York Univ.)
L. Klobutcher (Univ. Connecticut Health Ctr.) & R. Pearlman (York Univ.)



         Oral
      Appa
           ratus




                                      *Components of the mouse phagosome proteome
                                       (Garin et al. J. Cell Biol. 152:165, 2001)
      TIGR
Doug Chalker, Wash. U.

Using the genome sequence to predict genes
 that we are going to use this semester as the
 focus of an undergraduate lab class.
We are going to knockout these genes and
 study the phenotypes. This will bring up to
 the date research techniques into the
 undergraduate classroom.


TIGR
Marty Gorovsky, Rochester

• Expansion of a family of cystein proteases
• Two new histone H3 genes
• One new histone H2A gene




TIGR
Kapler: Gene Amplification and DNA Replication Con
           rDNA minichromosome (21 kb)
             Macronuclear development: amplified 5,000-fold
             Vegetative replication: once per cell cycle
             Biochemically purified trans-acting factors: TIF1, TIF4


   TIGR genome sequencing project: Bioinformatics
        Immediate impact on two funded research projects
• Kapler: NIH (GMS)
(Cis- and trans-acting determinants for replication and amplification
of the rDNA minichromosome)
Strong candidates identified for orthologs of Orc1,2,4,5,6, Cdc6,
Mcm2-6, Cdt1

• Kapler and Orias (co-PIs): NSF (Eukaryotic Genetics)
(Genetic dissection of replicons in non-rDNA chromosomes)
Complete sequence of 16 non-rDNA minichromosomes
 (size range 37.4-99.5 kb)

   TIGR
ID new genes by blasting

3 new histones, including a cen-P homolog                                       Gorovsky
16 new ciliogenesis-induced genes with known homologs                           Gorovsky
51 novel ciliogenesis-induced genes with no known homologs                      Gorovsky
55 new cysteine protease genes – only one in GenBank                            Gorovsky
8 strong candidates for proteins involved in replication and amplification of   Kapler
the rDNA minichromosome
Completing the very long (~16 kb) dynein heavy chain ORFs                       Asai
Orthologues of light chains and light intermediate chains characterized in      Asai
other systems
2-3 families of homing endonucleases                                            Karrer
20 nuclear transport proteins; interest, MIC vs. MAC                            Jahn
New heat shock proteins                                                         Miceli
New stress response proteins (oxidative and UV), including some never           Miceli
reported in protozoa
Subunits of heterotrimeric G-proteins                                           Miceli
Tetrahymenol (cholesterol surrogate) cyclase; bacterial-related, possible LGT   Matsuda
Many snoRNA candidate genes                                                     Nielsen
New alternative family of U1-3 spliceosomal RNAs                                Nielsen
Glutamic-dehydrogenase; regulation-wise, “missing link” between bacterial       Smith
and animal GDH; lacks “off” switch, just like mutant GDH that in children
causes insulin hypersecretion
16 complete minichromosomes (37.5 to 99 kb) for a study of origins of           Kapler
TIGR
replication
QuickTime™ and a
          TIFF (LZW) decompressor
       are needed to see this picture.




TIGR
Other Ciliate Projects
• Paramecium genomic survey (Dr. Linda Sperling,
  Centre de Genetique Moleculaire, CNRS, France)
• European rumen ciliate cDNA project (C. Jamie
  Newbold, Rowett Research Institute, Aberdeen,
  UK)
• Oxytricha (Spirotrich ciliate) micronuclear BAC
  project (Laura Landweber, Princeton University);
• Ichthyophthirius EST sequencing proposal
  (Theodore G. Clark, Cornell University


TIGR
Relating MIC and MAC genomes

• Paired sequence tags from MAC
  chromosome ends adjacent to Cbs
  junctions
• MIC:MAC relational genetic and physical
  maps of sequenced DNA polymorphisms
  (not shown)




TIGR
Physically Relating the MIC and MAC Genomes

               Cbs        Cbs             Cbs
 MIC


Cbs Library



 MAC




   TIGR
Ordering and Orienting Tetrahymena MAC
    Chromosome DNA in the Micronuclear
             Genome: Genominoes

Chromosome Breakage
Junction Sequence

Scaffold
Sequence




    TIGR
Current state of MIC Genominoes

I’m sending you a Word document with the status
   before I tel-linked the 273 additional scaffold
   ends.
Their tel-adjacent sequence was blasted against our
   paired Cbs tags on Friday.
I should be able to send you a slide with longer
   “contigs” of scaffolds within the next couple of
   days (please let me know what the hard deadline
   is).


TIGR
Fraction of the genome
       in Tel-linked Scaffolds

  Scaffold    Number   % gemome
  -----------------------------
  Both tels      114       40
  One tel        120       35
  No tel         289       25
  -----------------------------
  Total tel-linked
   scaffold ends: 348


TIGR

Más contenido relacionado

La actualidad más candente

Taq dna polymerase - enzyme used in PCR amplification technology
Taq dna polymerase - enzyme used in PCR amplification technologyTaq dna polymerase - enzyme used in PCR amplification technology
Taq dna polymerase - enzyme used in PCR amplification technologyneeru02
 
CROSSING OVER
CROSSING OVERCROSSING OVER
CROSSING OVERJANANI M
 
Arabidopsis thaliana genome project
Arabidopsis thaliana genome projectArabidopsis thaliana genome project
Arabidopsis thaliana genome projectKarishma Gangwani
 
08.13.08: DNA Sequence Variation
08.13.08: DNA Sequence Variation08.13.08: DNA Sequence Variation
08.13.08: DNA Sequence VariationOpen.Michigan
 
L10. enzymes used in genetic engineering i-1
L10. enzymes used in genetic engineering i-1L10. enzymes used in genetic engineering i-1
L10. enzymes used in genetic engineering i-1Rishabh Jain
 
Understanding Melt Curves for Improved SYBR® Green Assay Analysis and Trouble...
Understanding Melt Curves for Improved SYBR® Green Assay Analysis and Trouble...Understanding Melt Curves for Improved SYBR® Green Assay Analysis and Trouble...
Understanding Melt Curves for Improved SYBR® Green Assay Analysis and Trouble...Integrated DNA Technologies
 
Submitting DNA sequences to the databases, SEQUIN.pptx
Submitting DNA sequences to the databases, SEQUIN.pptxSubmitting DNA sequences to the databases, SEQUIN.pptx
Submitting DNA sequences to the databases, SEQUIN.pptxVed Gharat
 
Agarose gel electrophoresis
Agarose gel electrophoresisAgarose gel electrophoresis
Agarose gel electrophoresisNawaz Shah
 
Amplicon sequencing slides - Trina McMahon - MEWE 2013
Amplicon sequencing slides - Trina McMahon - MEWE 2013Amplicon sequencing slides - Trina McMahon - MEWE 2013
Amplicon sequencing slides - Trina McMahon - MEWE 2013mcmahonUW
 
Lec16 Realtime PCR
Lec16 Realtime PCRLec16 Realtime PCR
Lec16 Realtime PCRsr320
 
12. Cell synchronization and Immortalization
12. Cell synchronization and Immortalization12. Cell synchronization and Immortalization
12. Cell synchronization and ImmortalizationShailendra shera
 
molecular marker RFLP, and application
molecular marker RFLP, and applicationmolecular marker RFLP, and application
molecular marker RFLP, and applicationKAUSHAL SAHU
 
Phylogenetic tree and its construction and phylogeny of
Phylogenetic tree and its construction and phylogeny ofPhylogenetic tree and its construction and phylogeny of
Phylogenetic tree and its construction and phylogeny ofbhavnesthakur
 
Methods for characterization of animal genomes(snp,str,qtl,rflp,rapd)
Methods for characterization of animal genomes(snp,str,qtl,rflp,rapd)Methods for characterization of animal genomes(snp,str,qtl,rflp,rapd)
Methods for characterization of animal genomes(snp,str,qtl,rflp,rapd)Dr Vijayata choudhary
 

La actualidad más candente (20)

Analisis 16S dan 18S rRNA.ppt
Analisis 16S dan 18S rRNA.pptAnalisis 16S dan 18S rRNA.ppt
Analisis 16S dan 18S rRNA.ppt
 
Taq dna polymerase - enzyme used in PCR amplification technology
Taq dna polymerase - enzyme used in PCR amplification technologyTaq dna polymerase - enzyme used in PCR amplification technology
Taq dna polymerase - enzyme used in PCR amplification technology
 
CROSSING OVER
CROSSING OVERCROSSING OVER
CROSSING OVER
 
Arabidopsis thaliana genome project
Arabidopsis thaliana genome projectArabidopsis thaliana genome project
Arabidopsis thaliana genome project
 
SNP and STR analysis using NGS
SNP and STR analysis using NGSSNP and STR analysis using NGS
SNP and STR analysis using NGS
 
08.13.08: DNA Sequence Variation
08.13.08: DNA Sequence Variation08.13.08: DNA Sequence Variation
08.13.08: DNA Sequence Variation
 
Helicos single molecule fluorescent sequencing
Helicos single molecule fluorescent sequencingHelicos single molecule fluorescent sequencing
Helicos single molecule fluorescent sequencing
 
L10. enzymes used in genetic engineering i-1
L10. enzymes used in genetic engineering i-1L10. enzymes used in genetic engineering i-1
L10. enzymes used in genetic engineering i-1
 
Understanding Melt Curves for Improved SYBR® Green Assay Analysis and Trouble...
Understanding Melt Curves for Improved SYBR® Green Assay Analysis and Trouble...Understanding Melt Curves for Improved SYBR® Green Assay Analysis and Trouble...
Understanding Melt Curves for Improved SYBR® Green Assay Analysis and Trouble...
 
Submitting DNA sequences to the databases, SEQUIN.pptx
Submitting DNA sequences to the databases, SEQUIN.pptxSubmitting DNA sequences to the databases, SEQUIN.pptx
Submitting DNA sequences to the databases, SEQUIN.pptx
 
Transposons
Transposons  Transposons
Transposons
 
Em bnet
Em bnetEm bnet
Em bnet
 
Agarose gel electrophoresis
Agarose gel electrophoresisAgarose gel electrophoresis
Agarose gel electrophoresis
 
Amplicon sequencing slides - Trina McMahon - MEWE 2013
Amplicon sequencing slides - Trina McMahon - MEWE 2013Amplicon sequencing slides - Trina McMahon - MEWE 2013
Amplicon sequencing slides - Trina McMahon - MEWE 2013
 
Lec16 Realtime PCR
Lec16 Realtime PCRLec16 Realtime PCR
Lec16 Realtime PCR
 
12. Cell synchronization and Immortalization
12. Cell synchronization and Immortalization12. Cell synchronization and Immortalization
12. Cell synchronization and Immortalization
 
molecular marker RFLP, and application
molecular marker RFLP, and applicationmolecular marker RFLP, and application
molecular marker RFLP, and application
 
Isochizomers
IsochizomersIsochizomers
Isochizomers
 
Phylogenetic tree and its construction and phylogeny of
Phylogenetic tree and its construction and phylogeny ofPhylogenetic tree and its construction and phylogeny of
Phylogenetic tree and its construction and phylogeny of
 
Methods for characterization of animal genomes(snp,str,qtl,rflp,rapd)
Methods for characterization of animal genomes(snp,str,qtl,rflp,rapd)Methods for characterization of animal genomes(snp,str,qtl,rflp,rapd)
Methods for characterization of animal genomes(snp,str,qtl,rflp,rapd)
 

Destacado

Managua sites selection Nicaragua
Managua sites selection NicaraguaManagua sites selection Nicaragua
Managua sites selection NicaraguaCIAT
 
Sai Platinum City Hyderabad
Sai Platinum City HyderabadSai Platinum City Hyderabad
Sai Platinum City HyderabadCommonFloor.com
 
Presentation
PresentationPresentation
Presentationsedmonds
 
Jornal Março 2015 - Semana Santa
Jornal Março 2015 - Semana Santa Jornal Março 2015 - Semana Santa
Jornal Março 2015 - Semana Santa Elaine Fernandes
 
Torneio de futsal feminino
Torneio de futsal femininoTorneio de futsal feminino
Torneio de futsal femininoAdriana Guedes
 
Eisen #microBEnet #IndoorAir2011
Eisen #microBEnet #IndoorAir2011Eisen #microBEnet #IndoorAir2011
Eisen #microBEnet #IndoorAir2011Jonathan Eisen
 
Ww ii (11) day 2
Ww ii (11) day 2Ww ii (11) day 2
Ww ii (11) day 2Krista Leh
 
Cloud Computing - Peter van Eijk
Cloud Computing - Peter van EijkCloud Computing - Peter van Eijk
Cloud Computing - Peter van EijkLECTRIC
 
HBV_Transplantation hépatique.pdf
HBV_Transplantation hépatique.pdfHBV_Transplantation hépatique.pdf
HBV_Transplantation hépatique.pdfodeckmyn
 
Ww ii (11) day 5
Ww ii (11) day 5Ww ii (11) day 5
Ww ii (11) day 5Krista Leh
 

Destacado (13)

Managua sites selection Nicaragua
Managua sites selection NicaraguaManagua sites selection Nicaragua
Managua sites selection Nicaragua
 
A
AA
A
 
Sai Platinum City Hyderabad
Sai Platinum City HyderabadSai Platinum City Hyderabad
Sai Platinum City Hyderabad
 
Presentation
PresentationPresentation
Presentation
 
Jornal Março 2015 - Semana Santa
Jornal Março 2015 - Semana Santa Jornal Março 2015 - Semana Santa
Jornal Março 2015 - Semana Santa
 
EVE161 Lecture 1
EVE161 Lecture 1EVE161 Lecture 1
EVE161 Lecture 1
 
Torneio de futsal feminino
Torneio de futsal femininoTorneio de futsal feminino
Torneio de futsal feminino
 
Eisen #microBEnet #IndoorAir2011
Eisen #microBEnet #IndoorAir2011Eisen #microBEnet #IndoorAir2011
Eisen #microBEnet #IndoorAir2011
 
Ww ii (11) day 2
Ww ii (11) day 2Ww ii (11) day 2
Ww ii (11) day 2
 
Hypothesis testing
Hypothesis testingHypothesis testing
Hypothesis testing
 
Cloud Computing - Peter van Eijk
Cloud Computing - Peter van EijkCloud Computing - Peter van Eijk
Cloud Computing - Peter van Eijk
 
HBV_Transplantation hépatique.pdf
HBV_Transplantation hépatique.pdfHBV_Transplantation hépatique.pdf
HBV_Transplantation hépatique.pdf
 
Ww ii (11) day 5
Ww ii (11) day 5Ww ii (11) day 5
Ww ii (11) day 5
 

Similar a Tetrahymena genome project update 2004 by Jonathan Eisen

Telomere-to-telomere assembly of a complete human chromosomes
Telomere-to-telomere assembly of a complete human chromosomesTelomere-to-telomere assembly of a complete human chromosomes
Telomere-to-telomere assembly of a complete human chromosomesGenome Reference Consortium
 
Telomere-to-telomere assembly of a complete human X chromosome
Telomere-to-telomere assembly of a complete human X chromosomeTelomere-to-telomere assembly of a complete human X chromosome
Telomere-to-telomere assembly of a complete human X chromosomeAdam Phillippy
 
40 Years of Genome Assembly: Are We Done Yet?
40 Years of Genome Assembly: Are We Done Yet?40 Years of Genome Assembly: Are We Done Yet?
40 Years of Genome Assembly: Are We Done Yet?Adam Phillippy
 
Talk on Phylogenomics for MBL Molecular Evolution Course 2004
Talk on Phylogenomics for MBL Molecular Evolution Course 2004Talk on Phylogenomics for MBL Molecular Evolution Course 2004
Talk on Phylogenomics for MBL Molecular Evolution Course 2004Jonathan Eisen
 
Real-time Phylogenomics: Joe Parker
Real-time Phylogenomics: Joe ParkerReal-time Phylogenomics: Joe Parker
Real-time Phylogenomics: Joe ParkerJoe Parker
 
How giab fits in the rest of the world telomere to telomere consortium
How giab fits in the rest of the world   telomere to telomere consortiumHow giab fits in the rest of the world   telomere to telomere consortium
How giab fits in the rest of the world telomere to telomere consortiumGenomeInABottle
 
CALS_Stewards_of_Future_2015_Yow_IsoSeq
CALS_Stewards_of_Future_2015_Yow_IsoSeqCALS_Stewards_of_Future_2015_Yow_IsoSeq
CALS_Stewards_of_Future_2015_Yow_IsoSeqAshley Yow
 
Next generation sequencing methods
Next generation sequencing methods Next generation sequencing methods
Next generation sequencing methods Mrinal Vashisth
 
CAP Trapper Technologies and Applications, CAP Analysis of Gene Expression (C...
CAP Trapper Technologies and Applications, CAP Analysis of Gene Expression (C...CAP Trapper Technologies and Applications, CAP Analysis of Gene Expression (C...
CAP Trapper Technologies and Applications, CAP Analysis of Gene Expression (C...Laura Berry
 
High Throughput Sequencing Technologies: On the path to the $0* genome
High Throughput Sequencing Technologies: On the path to the $0* genomeHigh Throughput Sequencing Technologies: On the path to the $0* genome
High Throughput Sequencing Technologies: On the path to the $0* genomeBrian Krueger
 
London Calling 2019: Karen Miga
London Calling 2019: Karen MigaLondon Calling 2019: Karen Miga
London Calling 2019: Karen MigaKaren Hayden Miga
 
20150601 bio sb_assembly_course
20150601 bio sb_assembly_course20150601 bio sb_assembly_course
20150601 bio sb_assembly_coursehansjansen9999
 
Review of Liao et al - A draft human pangenome reference - Nature (2023)
Review of Liao et al - A draft human pangenome reference - Nature (2023)Review of Liao et al - A draft human pangenome reference - Nature (2023)
Review of Liao et al - A draft human pangenome reference - Nature (2023)Stuart MacGowan
 
DNA SEQUENCING (1).pptx
DNA SEQUENCING (1).pptxDNA SEQUENCING (1).pptx
DNA SEQUENCING (1).pptxDeenaRahul
 
Microarry andd NGS.pdf
Microarry andd NGS.pdfMicroarry andd NGS.pdf
Microarry andd NGS.pdfnedalalazzwy
 
High Throughput Sequencing Technologies: What We Can Know
High Throughput Sequencing Technologies: What We Can KnowHigh Throughput Sequencing Technologies: What We Can Know
High Throughput Sequencing Technologies: What We Can KnowBrian Krueger
 
Polymerase Chain Reaction,RT-PCR and FISH
Polymerase Chain Reaction,RT-PCR and FISHPolymerase Chain Reaction,RT-PCR and FISH
Polymerase Chain Reaction,RT-PCR and FISHtausia nasreen
 

Similar a Tetrahymena genome project update 2004 by Jonathan Eisen (20)

Telomere-to-telomere assembly of a complete human chromosomes
Telomere-to-telomere assembly of a complete human chromosomesTelomere-to-telomere assembly of a complete human chromosomes
Telomere-to-telomere assembly of a complete human chromosomes
 
Telomere-to-telomere assembly of a complete human X chromosome
Telomere-to-telomere assembly of a complete human X chromosomeTelomere-to-telomere assembly of a complete human X chromosome
Telomere-to-telomere assembly of a complete human X chromosome
 
40 Years of Genome Assembly: Are We Done Yet?
40 Years of Genome Assembly: Are We Done Yet?40 Years of Genome Assembly: Are We Done Yet?
40 Years of Genome Assembly: Are We Done Yet?
 
Talk on Phylogenomics for MBL Molecular Evolution Course 2004
Talk on Phylogenomics for MBL Molecular Evolution Course 2004Talk on Phylogenomics for MBL Molecular Evolution Course 2004
Talk on Phylogenomics for MBL Molecular Evolution Course 2004
 
Microbial physiology in genomic era
Microbial physiology in genomic eraMicrobial physiology in genomic era
Microbial physiology in genomic era
 
Real-time Phylogenomics: Joe Parker
Real-time Phylogenomics: Joe ParkerReal-time Phylogenomics: Joe Parker
Real-time Phylogenomics: Joe Parker
 
BioSB meeting 2015
BioSB meeting 2015BioSB meeting 2015
BioSB meeting 2015
 
How giab fits in the rest of the world telomere to telomere consortium
How giab fits in the rest of the world   telomere to telomere consortiumHow giab fits in the rest of the world   telomere to telomere consortium
How giab fits in the rest of the world telomere to telomere consortium
 
CALS_Stewards_of_Future_2015_Yow_IsoSeq
CALS_Stewards_of_Future_2015_Yow_IsoSeqCALS_Stewards_of_Future_2015_Yow_IsoSeq
CALS_Stewards_of_Future_2015_Yow_IsoSeq
 
Next generation sequencing methods
Next generation sequencing methods Next generation sequencing methods
Next generation sequencing methods
 
CAP Trapper Technologies and Applications, CAP Analysis of Gene Expression (C...
CAP Trapper Technologies and Applications, CAP Analysis of Gene Expression (C...CAP Trapper Technologies and Applications, CAP Analysis of Gene Expression (C...
CAP Trapper Technologies and Applications, CAP Analysis of Gene Expression (C...
 
High Throughput Sequencing Technologies: On the path to the $0* genome
High Throughput Sequencing Technologies: On the path to the $0* genomeHigh Throughput Sequencing Technologies: On the path to the $0* genome
High Throughput Sequencing Technologies: On the path to the $0* genome
 
London Calling 2019: Karen Miga
London Calling 2019: Karen MigaLondon Calling 2019: Karen Miga
London Calling 2019: Karen Miga
 
Lecture 4.ppt
Lecture 4.pptLecture 4.ppt
Lecture 4.ppt
 
20150601 bio sb_assembly_course
20150601 bio sb_assembly_course20150601 bio sb_assembly_course
20150601 bio sb_assembly_course
 
Review of Liao et al - A draft human pangenome reference - Nature (2023)
Review of Liao et al - A draft human pangenome reference - Nature (2023)Review of Liao et al - A draft human pangenome reference - Nature (2023)
Review of Liao et al - A draft human pangenome reference - Nature (2023)
 
DNA SEQUENCING (1).pptx
DNA SEQUENCING (1).pptxDNA SEQUENCING (1).pptx
DNA SEQUENCING (1).pptx
 
Microarry andd NGS.pdf
Microarry andd NGS.pdfMicroarry andd NGS.pdf
Microarry andd NGS.pdf
 
High Throughput Sequencing Technologies: What We Can Know
High Throughput Sequencing Technologies: What We Can KnowHigh Throughput Sequencing Technologies: What We Can Know
High Throughput Sequencing Technologies: What We Can Know
 
Polymerase Chain Reaction,RT-PCR and FISH
Polymerase Chain Reaction,RT-PCR and FISHPolymerase Chain Reaction,RT-PCR and FISH
Polymerase Chain Reaction,RT-PCR and FISH
 

Más de Jonathan Eisen

Eisen.CentralValley2024.pdf
Eisen.CentralValley2024.pdfEisen.CentralValley2024.pdf
Eisen.CentralValley2024.pdfJonathan Eisen
 
Phylogenomics and the Diversity and Diversification of Microbes
Phylogenomics and the Diversity and Diversification of MicrobesPhylogenomics and the Diversity and Diversification of Microbes
Phylogenomics and the Diversity and Diversification of MicrobesJonathan Eisen
 
Talk by Jonathan Eisen for LAMG2022 meeting
Talk by Jonathan Eisen for LAMG2022 meetingTalk by Jonathan Eisen for LAMG2022 meeting
Talk by Jonathan Eisen for LAMG2022 meetingJonathan Eisen
 
Thoughts on UC Davis' COVID Current Actions
Thoughts on UC Davis' COVID Current ActionsThoughts on UC Davis' COVID Current Actions
Thoughts on UC Davis' COVID Current ActionsJonathan Eisen
 
Phylogenetic and Phylogenomic Approaches to the Study of Microbes and Microbi...
Phylogenetic and Phylogenomic Approaches to the Study of Microbes and Microbi...Phylogenetic and Phylogenomic Approaches to the Study of Microbes and Microbi...
Phylogenetic and Phylogenomic Approaches to the Study of Microbes and Microbi...Jonathan Eisen
 
A Field Guide to Sars-CoV-2
A Field Guide to Sars-CoV-2A Field Guide to Sars-CoV-2
A Field Guide to Sars-CoV-2Jonathan Eisen
 
EVE198 Summer Session Class 4
EVE198 Summer Session Class 4EVE198 Summer Session Class 4
EVE198 Summer Session Class 4Jonathan Eisen
 
EVE198 Summer Session 2 Class 1
EVE198 Summer Session 2 Class 1 EVE198 Summer Session 2 Class 1
EVE198 Summer Session 2 Class 1 Jonathan Eisen
 
EVE198 Summer Session 2 Class 2 Vaccines
EVE198 Summer Session 2 Class 2 Vaccines EVE198 Summer Session 2 Class 2 Vaccines
EVE198 Summer Session 2 Class 2 Vaccines Jonathan Eisen
 
EVE198 Spring2021 Class1 Introduction
EVE198 Spring2021 Class1 IntroductionEVE198 Spring2021 Class1 Introduction
EVE198 Spring2021 Class1 IntroductionJonathan Eisen
 
EVE198 Spring2021 Class2
EVE198 Spring2021 Class2EVE198 Spring2021 Class2
EVE198 Spring2021 Class2Jonathan Eisen
 
EVE198 Spring2021 Class5 Vaccines
EVE198 Spring2021 Class5 VaccinesEVE198 Spring2021 Class5 Vaccines
EVE198 Spring2021 Class5 VaccinesJonathan Eisen
 
EVE198 Winter2020 Class 8 - COVID RNA Detection
EVE198 Winter2020 Class 8 - COVID RNA DetectionEVE198 Winter2020 Class 8 - COVID RNA Detection
EVE198 Winter2020 Class 8 - COVID RNA DetectionJonathan Eisen
 
EVE198 Winter2020 Class 1 Introduction
EVE198 Winter2020 Class 1 IntroductionEVE198 Winter2020 Class 1 Introduction
EVE198 Winter2020 Class 1 IntroductionJonathan Eisen
 
EVE198 Winter2020 Class 3 - COVID Testing
EVE198 Winter2020 Class 3 - COVID TestingEVE198 Winter2020 Class 3 - COVID Testing
EVE198 Winter2020 Class 3 - COVID TestingJonathan Eisen
 
EVE198 Winter2020 Class 5 - COVID Vaccines
EVE198 Winter2020 Class 5 - COVID VaccinesEVE198 Winter2020 Class 5 - COVID Vaccines
EVE198 Winter2020 Class 5 - COVID VaccinesJonathan Eisen
 
EVE198 Winter2020 Class 9 - COVID Transmission
EVE198 Winter2020 Class 9 - COVID TransmissionEVE198 Winter2020 Class 9 - COVID Transmission
EVE198 Winter2020 Class 9 - COVID TransmissionJonathan Eisen
 
EVE198 Fall2020 "Covid Mass Testing" Class 8 Vaccines
EVE198 Fall2020 "Covid Mass Testing" Class 8 VaccinesEVE198 Fall2020 "Covid Mass Testing" Class 8 Vaccines
EVE198 Fall2020 "Covid Mass Testing" Class 8 VaccinesJonathan Eisen
 
EVE198 Fall2020 "Covid Mass Testing" Class 2: Viruses, COIVD and Testing
EVE198 Fall2020 "Covid Mass Testing" Class 2: Viruses, COIVD and TestingEVE198 Fall2020 "Covid Mass Testing" Class 2: Viruses, COIVD and Testing
EVE198 Fall2020 "Covid Mass Testing" Class 2: Viruses, COIVD and TestingJonathan Eisen
 
EVE198 Fall2020 "Covid Mass Testing" Class 1 Introduction
EVE198 Fall2020 "Covid Mass Testing" Class 1 IntroductionEVE198 Fall2020 "Covid Mass Testing" Class 1 Introduction
EVE198 Fall2020 "Covid Mass Testing" Class 1 IntroductionJonathan Eisen
 

Más de Jonathan Eisen (20)

Eisen.CentralValley2024.pdf
Eisen.CentralValley2024.pdfEisen.CentralValley2024.pdf
Eisen.CentralValley2024.pdf
 
Phylogenomics and the Diversity and Diversification of Microbes
Phylogenomics and the Diversity and Diversification of MicrobesPhylogenomics and the Diversity and Diversification of Microbes
Phylogenomics and the Diversity and Diversification of Microbes
 
Talk by Jonathan Eisen for LAMG2022 meeting
Talk by Jonathan Eisen for LAMG2022 meetingTalk by Jonathan Eisen for LAMG2022 meeting
Talk by Jonathan Eisen for LAMG2022 meeting
 
Thoughts on UC Davis' COVID Current Actions
Thoughts on UC Davis' COVID Current ActionsThoughts on UC Davis' COVID Current Actions
Thoughts on UC Davis' COVID Current Actions
 
Phylogenetic and Phylogenomic Approaches to the Study of Microbes and Microbi...
Phylogenetic and Phylogenomic Approaches to the Study of Microbes and Microbi...Phylogenetic and Phylogenomic Approaches to the Study of Microbes and Microbi...
Phylogenetic and Phylogenomic Approaches to the Study of Microbes and Microbi...
 
A Field Guide to Sars-CoV-2
A Field Guide to Sars-CoV-2A Field Guide to Sars-CoV-2
A Field Guide to Sars-CoV-2
 
EVE198 Summer Session Class 4
EVE198 Summer Session Class 4EVE198 Summer Session Class 4
EVE198 Summer Session Class 4
 
EVE198 Summer Session 2 Class 1
EVE198 Summer Session 2 Class 1 EVE198 Summer Session 2 Class 1
EVE198 Summer Session 2 Class 1
 
EVE198 Summer Session 2 Class 2 Vaccines
EVE198 Summer Session 2 Class 2 Vaccines EVE198 Summer Session 2 Class 2 Vaccines
EVE198 Summer Session 2 Class 2 Vaccines
 
EVE198 Spring2021 Class1 Introduction
EVE198 Spring2021 Class1 IntroductionEVE198 Spring2021 Class1 Introduction
EVE198 Spring2021 Class1 Introduction
 
EVE198 Spring2021 Class2
EVE198 Spring2021 Class2EVE198 Spring2021 Class2
EVE198 Spring2021 Class2
 
EVE198 Spring2021 Class5 Vaccines
EVE198 Spring2021 Class5 VaccinesEVE198 Spring2021 Class5 Vaccines
EVE198 Spring2021 Class5 Vaccines
 
EVE198 Winter2020 Class 8 - COVID RNA Detection
EVE198 Winter2020 Class 8 - COVID RNA DetectionEVE198 Winter2020 Class 8 - COVID RNA Detection
EVE198 Winter2020 Class 8 - COVID RNA Detection
 
EVE198 Winter2020 Class 1 Introduction
EVE198 Winter2020 Class 1 IntroductionEVE198 Winter2020 Class 1 Introduction
EVE198 Winter2020 Class 1 Introduction
 
EVE198 Winter2020 Class 3 - COVID Testing
EVE198 Winter2020 Class 3 - COVID TestingEVE198 Winter2020 Class 3 - COVID Testing
EVE198 Winter2020 Class 3 - COVID Testing
 
EVE198 Winter2020 Class 5 - COVID Vaccines
EVE198 Winter2020 Class 5 - COVID VaccinesEVE198 Winter2020 Class 5 - COVID Vaccines
EVE198 Winter2020 Class 5 - COVID Vaccines
 
EVE198 Winter2020 Class 9 - COVID Transmission
EVE198 Winter2020 Class 9 - COVID TransmissionEVE198 Winter2020 Class 9 - COVID Transmission
EVE198 Winter2020 Class 9 - COVID Transmission
 
EVE198 Fall2020 "Covid Mass Testing" Class 8 Vaccines
EVE198 Fall2020 "Covid Mass Testing" Class 8 VaccinesEVE198 Fall2020 "Covid Mass Testing" Class 8 Vaccines
EVE198 Fall2020 "Covid Mass Testing" Class 8 Vaccines
 
EVE198 Fall2020 "Covid Mass Testing" Class 2: Viruses, COIVD and Testing
EVE198 Fall2020 "Covid Mass Testing" Class 2: Viruses, COIVD and TestingEVE198 Fall2020 "Covid Mass Testing" Class 2: Viruses, COIVD and Testing
EVE198 Fall2020 "Covid Mass Testing" Class 2: Viruses, COIVD and Testing
 
EVE198 Fall2020 "Covid Mass Testing" Class 1 Introduction
EVE198 Fall2020 "Covid Mass Testing" Class 1 IntroductionEVE198 Fall2020 "Covid Mass Testing" Class 1 Introduction
EVE198 Fall2020 "Covid Mass Testing" Class 1 Introduction
 

Último

Case Report Peripartum Cardiomyopathy.pptx
Case Report Peripartum Cardiomyopathy.pptxCase Report Peripartum Cardiomyopathy.pptx
Case Report Peripartum Cardiomyopathy.pptxNiranjan Chavan
 
Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...
Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...
Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...narwatsonia7
 
Call Girls Viman Nagar 7001305949 All Area Service COD available Any Time
Call Girls Viman Nagar 7001305949 All Area Service COD available Any TimeCall Girls Viman Nagar 7001305949 All Area Service COD available Any Time
Call Girls Viman Nagar 7001305949 All Area Service COD available Any Timevijaych2041
 
Call Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service Availablenarwatsonia7
 
Book Call Girls in Yelahanka - For 7001305949 Cheap & Best with original Photos
Book Call Girls in Yelahanka - For 7001305949 Cheap & Best with original PhotosBook Call Girls in Yelahanka - For 7001305949 Cheap & Best with original Photos
Book Call Girls in Yelahanka - For 7001305949 Cheap & Best with original Photosnarwatsonia7
 
College Call Girls Vyasarpadi Whatsapp 7001305949 Independent Escort Service
College Call Girls Vyasarpadi Whatsapp 7001305949 Independent Escort ServiceCollege Call Girls Vyasarpadi Whatsapp 7001305949 Independent Escort Service
College Call Girls Vyasarpadi Whatsapp 7001305949 Independent Escort ServiceNehru place Escorts
 
Call Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment Booking
Call Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment BookingCall Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment Booking
Call Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment BookingNehru place Escorts
 
Air-Hostess Call Girls Madambakkam - Phone No 7001305949 For Ultimate Sexual ...
Air-Hostess Call Girls Madambakkam - Phone No 7001305949 For Ultimate Sexual ...Air-Hostess Call Girls Madambakkam - Phone No 7001305949 For Ultimate Sexual ...
Air-Hostess Call Girls Madambakkam - Phone No 7001305949 For Ultimate Sexual ...Ahmedabad Escorts
 
VIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service Mumbai
VIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service MumbaiVIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service Mumbai
VIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service Mumbaisonalikaur4
 
97111 47426 Call Girls In Delhi MUNIRKAA
97111 47426 Call Girls In Delhi MUNIRKAA97111 47426 Call Girls In Delhi MUNIRKAA
97111 47426 Call Girls In Delhi MUNIRKAAjennyeacort
 
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...narwatsonia7
 
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original PhotosCall Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original Photosnarwatsonia7
 
Call Girls ITPL Just Call 7001305949 Top Class Call Girl Service Available
Call Girls ITPL Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls ITPL Just Call 7001305949 Top Class Call Girl Service Available
Call Girls ITPL Just Call 7001305949 Top Class Call Girl Service Availablenarwatsonia7
 
Call Girls Electronic City Just Call 7001305949 Top Class Call Girl Service A...
Call Girls Electronic City Just Call 7001305949 Top Class Call Girl Service A...Call Girls Electronic City Just Call 7001305949 Top Class Call Girl Service A...
Call Girls Electronic City Just Call 7001305949 Top Class Call Girl Service A...narwatsonia7
 
Call Girls Jayanagar Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Jayanagar Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Jayanagar Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Jayanagar Just Call 7001305949 Top Class Call Girl Service Availablenarwatsonia7
 
9873777170 Full Enjoy @24/7 Call Girls In North Avenue Delhi Ncr
9873777170 Full Enjoy @24/7 Call Girls In North Avenue Delhi Ncr9873777170 Full Enjoy @24/7 Call Girls In North Avenue Delhi Ncr
9873777170 Full Enjoy @24/7 Call Girls In North Avenue Delhi NcrDelhi Call Girls
 
Statistical modeling in pharmaceutical research and development.
Statistical modeling in pharmaceutical research and development.Statistical modeling in pharmaceutical research and development.
Statistical modeling in pharmaceutical research and development.ANJALI
 
Glomerular Filtration and determinants of glomerular filtration .pptx
Glomerular Filtration and  determinants of glomerular filtration .pptxGlomerular Filtration and  determinants of glomerular filtration .pptx
Glomerular Filtration and determinants of glomerular filtration .pptxDr.Nusrat Tariq
 
Housewife Call Girls Bangalore - Call 7001305949 Rs-3500 with A/C Room Cash o...
Housewife Call Girls Bangalore - Call 7001305949 Rs-3500 with A/C Room Cash o...Housewife Call Girls Bangalore - Call 7001305949 Rs-3500 with A/C Room Cash o...
Housewife Call Girls Bangalore - Call 7001305949 Rs-3500 with A/C Room Cash o...narwatsonia7
 
Pharmaceutical Marketting: Unit-5, Pricing
Pharmaceutical Marketting: Unit-5, PricingPharmaceutical Marketting: Unit-5, Pricing
Pharmaceutical Marketting: Unit-5, PricingArunagarwal328757
 

Último (20)

Case Report Peripartum Cardiomyopathy.pptx
Case Report Peripartum Cardiomyopathy.pptxCase Report Peripartum Cardiomyopathy.pptx
Case Report Peripartum Cardiomyopathy.pptx
 
Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...
Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...
Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...
 
Call Girls Viman Nagar 7001305949 All Area Service COD available Any Time
Call Girls Viman Nagar 7001305949 All Area Service COD available Any TimeCall Girls Viman Nagar 7001305949 All Area Service COD available Any Time
Call Girls Viman Nagar 7001305949 All Area Service COD available Any Time
 
Call Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service Available
 
Book Call Girls in Yelahanka - For 7001305949 Cheap & Best with original Photos
Book Call Girls in Yelahanka - For 7001305949 Cheap & Best with original PhotosBook Call Girls in Yelahanka - For 7001305949 Cheap & Best with original Photos
Book Call Girls in Yelahanka - For 7001305949 Cheap & Best with original Photos
 
College Call Girls Vyasarpadi Whatsapp 7001305949 Independent Escort Service
College Call Girls Vyasarpadi Whatsapp 7001305949 Independent Escort ServiceCollege Call Girls Vyasarpadi Whatsapp 7001305949 Independent Escort Service
College Call Girls Vyasarpadi Whatsapp 7001305949 Independent Escort Service
 
Call Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment Booking
Call Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment BookingCall Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment Booking
Call Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment Booking
 
Air-Hostess Call Girls Madambakkam - Phone No 7001305949 For Ultimate Sexual ...
Air-Hostess Call Girls Madambakkam - Phone No 7001305949 For Ultimate Sexual ...Air-Hostess Call Girls Madambakkam - Phone No 7001305949 For Ultimate Sexual ...
Air-Hostess Call Girls Madambakkam - Phone No 7001305949 For Ultimate Sexual ...
 
VIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service Mumbai
VIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service MumbaiVIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service Mumbai
VIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service Mumbai
 
97111 47426 Call Girls In Delhi MUNIRKAA
97111 47426 Call Girls In Delhi MUNIRKAA97111 47426 Call Girls In Delhi MUNIRKAA
97111 47426 Call Girls In Delhi MUNIRKAA
 
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
 
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original PhotosCall Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
 
Call Girls ITPL Just Call 7001305949 Top Class Call Girl Service Available
Call Girls ITPL Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls ITPL Just Call 7001305949 Top Class Call Girl Service Available
Call Girls ITPL Just Call 7001305949 Top Class Call Girl Service Available
 
Call Girls Electronic City Just Call 7001305949 Top Class Call Girl Service A...
Call Girls Electronic City Just Call 7001305949 Top Class Call Girl Service A...Call Girls Electronic City Just Call 7001305949 Top Class Call Girl Service A...
Call Girls Electronic City Just Call 7001305949 Top Class Call Girl Service A...
 
Call Girls Jayanagar Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Jayanagar Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Jayanagar Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Jayanagar Just Call 7001305949 Top Class Call Girl Service Available
 
9873777170 Full Enjoy @24/7 Call Girls In North Avenue Delhi Ncr
9873777170 Full Enjoy @24/7 Call Girls In North Avenue Delhi Ncr9873777170 Full Enjoy @24/7 Call Girls In North Avenue Delhi Ncr
9873777170 Full Enjoy @24/7 Call Girls In North Avenue Delhi Ncr
 
Statistical modeling in pharmaceutical research and development.
Statistical modeling in pharmaceutical research and development.Statistical modeling in pharmaceutical research and development.
Statistical modeling in pharmaceutical research and development.
 
Glomerular Filtration and determinants of glomerular filtration .pptx
Glomerular Filtration and  determinants of glomerular filtration .pptxGlomerular Filtration and  determinants of glomerular filtration .pptx
Glomerular Filtration and determinants of glomerular filtration .pptx
 
Housewife Call Girls Bangalore - Call 7001305949 Rs-3500 with A/C Room Cash o...
Housewife Call Girls Bangalore - Call 7001305949 Rs-3500 with A/C Room Cash o...Housewife Call Girls Bangalore - Call 7001305949 Rs-3500 with A/C Room Cash o...
Housewife Call Girls Bangalore - Call 7001305949 Rs-3500 with A/C Room Cash o...
 
Pharmaceutical Marketting: Unit-5, Pricing
Pharmaceutical Marketting: Unit-5, PricingPharmaceutical Marketting: Unit-5, Pricing
Pharmaceutical Marketting: Unit-5, Pricing
 

Tetrahymena genome project update 2004 by Jonathan Eisen

  • 2. Acknowledgements • Ed Orias • Members of Tetrahymena steering committee • Members of Tetrahymena Genome Advisory Board • NSF/Pat Dennis • NIGMS/Tony Carter • Tetrahymena research community TIGR
  • 3. Genome Project Planning - coordinated by Ed Orias at UCSB • 8/99 Workshop in Ciliate Genomics • 10/99 First Meeting of Tetrahymena Genome Project Steering Committee • 10/00 Second Meeting of Tetrahymena Genome Project Steering Committee • 8/01 Third Meeting of Tetrahymena Genome Project Steering Committee TIGR
  • 5. Details of Project • Collaboration between – TIGR (Jonathan Eisen, Malcolm Gardner, Steven Salzberg, others) – Stanford (Mike Cherry) – UCSB (Ed Orias) • Funding – NSF Microbial Genome Program – NIH-NIGMS TIGR
  • 6. Major Goals of Project • ~8x coverage of macronuclear genome of strain SB210 • Generation of genome assemblies • Creation and maintenance of two genome databases – Sequence and automated-annotation - TIGR – Tetrahymena Genome Database - Stanford TIGR
  • 8. TIGR Baldauf et al. 2001
  • 9. Why Tetrahymena? • Model alveolate and ciliate • Free living, pure culture, non pathogenic • Genetic unicellular eukaryotic model: • Processes and cellular components not found in yeasts • Organelle function: cilia, phagosome, nucleoli, centrosomes • Robust and novel molecular genetic tools • Large research community • Heterologous expression of alveolate genes TIGR
  • 10. Major Discoveries Using Tetrahymena • Dynein and its unidirectional motor activity • Ribozymes, self-splicing RNA • Telomere structure, telomerase & telomerase RNA • Role of histone acetylation in control of gene expression • Role of RNAi in developmental DNA rearrangements TIGR
  • 11. Tools in Tetrahymena • Genetic tools – Conjugation, genetic-crossing, inducible self-fertilization – Transformation, gene disruption, gene replacement – Gene overexpression, ribosome antisense repression • Many genomic resources – Genetic maps (for mic and mac) – Physical maps – EST projects • Ease of use – Grows fast (1.5 h doubling) in pure culture – Large cell size – Large T° range for growth – Storage in liquid N2 – Large scale sub-cellular compartment fractionation TIGR
  • 12. Tetrahymena’s two nuclear genomes Micronucleus (MIC) Germline Genome (Silent) 5 pairs of chromosomes Macronucleus (MAC) Somatic genome (Expressed) 250-300 chromosomes @ ~45 copies each TIGR
  • 14. Macronuclear Genome • Little repetitive DNA • 180 Mbp genome • Little evidence for large duplications • No centromeres • Few and small introns • No alternative splicing reported • Genes are lower AT (63%) than rest of the genome (83%) TIGR
  • 15. Major Achievements • 8x coverage achieved September 20, 2003 • Shotgun assembly finished September 25, 2003 • Sequence and assembly Data released to TIGR web site October 1, 2003 • Traces released to NCBI trace archive October 15, 2003 TIGR
  • 16. Why sequence the Mac? • Advantages: – It contains all the genes and control elements required for life – IES loss removes the vast majority of the germline’s repeated sequences • Special challenges – Assembling a highly fragmented genome. – Relating the MAC genome sequence to the MIC genome. TIGR
  • 17. Macronuclear DNA Libraries Size of % Good % No insert DNA used Sequences TTAAA 1.5-2.0 95 0 TUAAA 2.0-3.0 90 0 TXAAA 3.0-4.0 88 1 TYAAA 4.0-6.0 85 1 TQAAA 6.0-10.0 45 27 TIGR Made by Bill Nierman at TIGR
  • 18. Sequencing • Sequencing done at the J. Craig Venter Science Foundation’s Joint Technology Center • 1,197,106 million reads primarily from 4-6 kb library • Average edited length 815 bp TIGR
  • 19. Assembly • Celera Assembler with modifications by Mihai Pop, Art Delcher, Steven Salzberg, et al. Scaffolds 2988 Contigs 4223 Bases in 106,196,540 Scaffolds Largest contig 715,652 Largest 2,217,035 scaffold Coverage 9.01 N50 Scaffolds 464,449 TIGR
  • 20. Data Release • All raw data is in the NCBI Trace Archive • Sequences and assemblies are available at ( http://www.tigr.org/tdb/e2k1/ttg/ and will be available in Genbank • Assemblies will be released monthly if there are any improvements TIGR
  • 21. Assorted statistics Feature Stat Number of “capped” scaffolds 114 Fraction of the genome residing in capped scaffolds 40% Fraction of the genome residing in scaffolds capped on at least one end 75% Post-genomic estimate of the number of MAC chromosomes 292 Number of sequenced RAPS found in single scaffolds 93/94 tested Longest single-contig scaffold 716 kb Longest scaffold 2.2 Mb Longest capped scaffold (on both ends) 1.1 Mb Shortest capped scaffold (on both ends) 37.5 kb Estimated fold-redundancy of MIC sequence in the TIGR sequence database 0.1 fold TIGR
  • 22. Accuracy? • No scaffolds are larger than the corresponding MAC chromosomes • All independently assorting loci match different scaffolds and all co-assorting loci match either same scaffold or the sum of the scaffolds is < than the size of cognate MAC chromosome • Previously obtained Cbs-adjacent sequences that match to untelomerized scaffolds invariably do so at scaffold ends. TIGR
  • 23. Scaffold to MAC Chromosome Size Ratio 1.80 1.60 1.40 1.20 1.00 0.80 0.60 Scaffold to Chromosome Ratio 0.40 0.20 0.00 0 0.5 1 1.5 2 2.5 3 3.5 MAC Chromosome Ratio (Mb) Observed "0.9 & 1.1 Lines" TIGR
  • 24. Estimating the number of MAC chromosomes • 114 “closed” scaffolds (= MAC chromosomes) encompass 40% of the genome sequence in scaffolds. • If the size distribution of these scaffolds is representative, then, by proportionality, • The entire genome is estimated to contain ~290 MAC chromosomes. • This number falls within the range of earlier estimates, suggesting that few, if any, MAC chromosomes are missing from the TIGR Tetrahymena sequence TIGR
  • 25. Assembly Issues • rRNA and mitochondrial contigs are considered “repetitive” due to the higher depth of coverage • Reran assembly in three subsets – rRNA – mitochondrial – other sequences TIGR
  • 26. Assembly 2 rRNA Mitochondria Major chromosomes Scaffolds 2 1 1971 Contigs 2 1 2955 Bases in 12,166 45,538 103,927,049 Scaffolds Largest contig 45,538 715,652 Largest 12,166 45,538 2,214,258 scaffold Coverage 635x 17.85x 9.08x TIGR
  • 27. QuickTime™ and aTIFF (LZW) decompressorare needed to see this picture. TIGR
  • 28. Tetrahymena Genome Database • Phenotypes associated with gene knockouts, replacements and other types of mutations. • Gene regulation information from the literature. • Post-translational modifications. • Linkage & physical maps • DNA polymorphisms • Experimental protocols • Links to other sites TIGR
  • 29. TIGR
  • 30. Paul Doerder, Cleveland State Immobilization antigens (i-ag)  Major GPI-linked cell surface protein o related to surface proteins of disease-causing protists o encoded by at least 8 families of paralogs expressed under different conditions of temperature and salinity o members of H, L, J and S families already sequenced  Tetrahymena Genome Project: o additional H, L, J and S paralogs and pseudogenes have been identified o candidate I, T, M and P i-ag genes currently being tested by RT-PCR and real-time PCR TIGR
  • 31. Todd Hennesey, Buffalo • Identified ecto-ATPase that he’s been trying to clone for the past 7 years • Making a knockout • Identified "lysozyme receptor" that he’s been trying to clone for the past 5 years • We screened some antisense ribosome mutants, got an interesting phenotype (extended backward swimming in Ba++), BLASTed the short antisense sequence into the database and now have 1.7kb of sequence to use to make a knockout TIGR
  • 32. Kathleen Karrer, Marquette • We have just today had a paper accepted by Eukaryotic Cell, pending revisions, which was significantly enhanced by analysis of the data base. There are two undergraduate co-authors on the paper. TIGR
  • 33. Cliff Brunk, UCLA T. thermophila genes detected by CUI CUI versus Gene Position 70 60 50 40 30 20 10 0 23500 28500 33500 38500 43500 Nucleotide Position 1000/CUI Nucleotide TIGR
  • 34. Davis Asai, Harvey Mudd College • Dynein heavy chains are very large ORFs (ca. 16 kb) and traditional cloning etc. has been a slow go. • We were able to use the database to complete the determination of the sequence of the major cytoplasmic dynein heavy chain gene, DYH1, and we are extending our information on the second cytoplasmic dynein heavy chain, DYH2. • Further, we have been able to walk "in silico" upstream of the DYH1 gene in order to make constructs for the N- terminal tagging of the heavy chain. TIGR
  • 35. J. Smith, K. Belay, S. Beeser, A. Keuroghlian, R.E. Pearlman, K.W.M. Siu TIGR – sequences Translate in 6 reading frames using ciliate code Use these files as databases of all known proteins in Tetrahymena thermophila in these two mass TIGR – scaffolds spectrometry related searching programs (in-house): TIGR
  • 36. Gel approach… Ciliary axonemal proteins from Tetrahymena thermophila Digest with trypsin Excise Sequence individual Identify based on peptides and identify tryptic fingerprint using using MASCOT and translated T. thermophila translated T. thermophila database (MS-FIT). database. Run each fraction on a 1.5 hour Ciliary axonemal proteins from reverse phase gradient Tetrahymena thermophila (C18 column) into a mass spectrometer, acquiring a CID spectrum of each peptide in the solution. Digest with trypsin Divide into 30 fractions using SCX Identify using MASCOT and translated T. thermophila TIGR 2D LC/MS/MS approach… database.
  • 37. (These are different gels, not a magnification of the TIGR same gel)
  • 38. Preliminary Summary (using Gel approach): Axonemal proteins found: • Alpha Tubulin • Beta Tubulin • Unnamed protein product • Axoneme central apparatus protein • Chain A, Tryparedoxin Ii / Thioredoxin Peroxidase / Peroxiredoxin 2 / Natural Killer Cell Enhancing Factor • Hypothetical Protein • Dynein, 70 kDa intermediate chain • Calmodulin like protein / Outer dynein arm-docking complex • Axonemal leucine-rich repeat protein • Testes specific A2 / Meichroacidin / phosphatidylinositol-4-phosphate • invl / putative ankyrin repeat protein / Ankyrin 3 • Calmodulin • Radial spokehead-like protein • Flagellar Radial Spoke protein • ABC transporter Membrane proteins found (tubulins found in previous experiments): • Hypothetical Protein • Xenobiotic reductase • SerH3 immobilization antigen TIGR• NADH:flavin oxidoreductase
  • 39. Preliminary Analysis of the Tetrahymena Phagosome Proteome Preliminary Analysis of the Tetrahymena Phagosome Proteome L. Klobutcher (Univ. Connecticut Health Ctr.) & R. Pearlman (York Univ.) L. Klobutcher (Univ. Connecticut Health Ctr.) & R. Pearlman (York Univ.) Oral Appa ratus *Components of the mouse phagosome proteome (Garin et al. J. Cell Biol. 152:165, 2001) TIGR
  • 40. Doug Chalker, Wash. U. Using the genome sequence to predict genes that we are going to use this semester as the focus of an undergraduate lab class. We are going to knockout these genes and study the phenotypes. This will bring up to the date research techniques into the undergraduate classroom. TIGR
  • 41. Marty Gorovsky, Rochester • Expansion of a family of cystein proteases • Two new histone H3 genes • One new histone H2A gene TIGR
  • 42. Kapler: Gene Amplification and DNA Replication Con rDNA minichromosome (21 kb) Macronuclear development: amplified 5,000-fold Vegetative replication: once per cell cycle Biochemically purified trans-acting factors: TIF1, TIF4 TIGR genome sequencing project: Bioinformatics Immediate impact on two funded research projects • Kapler: NIH (GMS) (Cis- and trans-acting determinants for replication and amplification of the rDNA minichromosome) Strong candidates identified for orthologs of Orc1,2,4,5,6, Cdc6, Mcm2-6, Cdt1 • Kapler and Orias (co-PIs): NSF (Eukaryotic Genetics) (Genetic dissection of replicons in non-rDNA chromosomes) Complete sequence of 16 non-rDNA minichromosomes (size range 37.4-99.5 kb) TIGR
  • 43. ID new genes by blasting 3 new histones, including a cen-P homolog Gorovsky 16 new ciliogenesis-induced genes with known homologs Gorovsky 51 novel ciliogenesis-induced genes with no known homologs Gorovsky 55 new cysteine protease genes – only one in GenBank Gorovsky 8 strong candidates for proteins involved in replication and amplification of Kapler the rDNA minichromosome Completing the very long (~16 kb) dynein heavy chain ORFs Asai Orthologues of light chains and light intermediate chains characterized in Asai other systems 2-3 families of homing endonucleases Karrer 20 nuclear transport proteins; interest, MIC vs. MAC Jahn New heat shock proteins Miceli New stress response proteins (oxidative and UV), including some never Miceli reported in protozoa Subunits of heterotrimeric G-proteins Miceli Tetrahymenol (cholesterol surrogate) cyclase; bacterial-related, possible LGT Matsuda Many snoRNA candidate genes Nielsen New alternative family of U1-3 spliceosomal RNAs Nielsen Glutamic-dehydrogenase; regulation-wise, “missing link” between bacterial Smith and animal GDH; lacks “off” switch, just like mutant GDH that in children causes insulin hypersecretion 16 complete minichromosomes (37.5 to 99 kb) for a study of origins of Kapler TIGR replication
  • 44. QuickTime™ and a TIFF (LZW) decompressor are needed to see this picture. TIGR
  • 45. Other Ciliate Projects • Paramecium genomic survey (Dr. Linda Sperling, Centre de Genetique Moleculaire, CNRS, France) • European rumen ciliate cDNA project (C. Jamie Newbold, Rowett Research Institute, Aberdeen, UK) • Oxytricha (Spirotrich ciliate) micronuclear BAC project (Laura Landweber, Princeton University); • Ichthyophthirius EST sequencing proposal (Theodore G. Clark, Cornell University TIGR
  • 46. Relating MIC and MAC genomes • Paired sequence tags from MAC chromosome ends adjacent to Cbs junctions • MIC:MAC relational genetic and physical maps of sequenced DNA polymorphisms (not shown) TIGR
  • 47. Physically Relating the MIC and MAC Genomes Cbs Cbs Cbs MIC Cbs Library MAC TIGR
  • 48. Ordering and Orienting Tetrahymena MAC Chromosome DNA in the Micronuclear Genome: Genominoes Chromosome Breakage Junction Sequence Scaffold Sequence TIGR
  • 49. Current state of MIC Genominoes I’m sending you a Word document with the status before I tel-linked the 273 additional scaffold ends. Their tel-adjacent sequence was blasted against our paired Cbs tags on Friday. I should be able to send you a slide with longer “contigs” of scaffolds within the next couple of days (please let me know what the hard deadline is). TIGR
  • 50. Fraction of the genome in Tel-linked Scaffolds Scaffold Number % gemome ----------------------------- Both tels 114 40 One tel 120 35 No tel 289 25 ----------------------------- Total tel-linked scaffold ends: 348 TIGR

Notas del editor

  1. Genome sizes estimated from careful cytospectrophotometry in the 1970’s. 180 Mb = Drosophila size. MAC chromosome copy # exception: rDNA @ ~9,000 copies per MAC (by quantitative DNA hybridization) Chromosome #s: MIC: Direct microscopic observations (1950s) Quantitative measurements in stained pulsed-field gels (1980s)
  2. Cbs = chromosome breakage site IES = internally eliminated segment
  3. Fig 2. Same data as in Fig. 1, except that the y-axis represents the scaffold-to-chromosome size ratio. The band bound by purple dots represent the region of +/- 10% error associated with our pulsed-field gel/Southern blot/hybridization estimates of MAC chromosome size.
  4. Sequences from a Cbs-enriched library of MIC DNA inserts provide sequence tags for the pair of MAC chromosome ends generated at each junction. Characterization of the entire set of Cbs junctions allows the determination of the order and orientation of MAC chromosomes in the MIC genome, as shown in analogy in the next slide