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ANALYSIS OF Binning Tool in
Metagenomics
SREEREMYA.S
ASSISTANT PROFESSOR
DEPT OF BIOTECHNOLOGY
SREE NARAYANA GURU COLLEGE,CBE
• Metagenomics research is a vast field which
studies about the genetic system of the
• environmental samples. Binning is a
bioinformatics tool. Binning tool helps to
analyses the
• genomic analysis of the environmental
samples.
• Metagenomic research can therefore infer
• medically or industrially important
• knowledge by revealing undescribed genes
• responsible for antibiotic resistance or
• enzyme synthesis.
• The result of the binning procedure
• can then be utilized not just for ordered
• differences evaluation, but also for
• facilitation of genome assembly,
• evaluation of gene association with
• different taxonomic groups or as the basis
• for following meta transcriptomics or
• metabolomics analyses leading to
• revelation of novel interactions.
• On synthetic datasets MetaBAT
• on average achieves 98% precision and
• 90% recall at the strain level with 281 near
• complete unique genomes. Applying
• MetaBAT to a human gut microbiome data
• set recovered 176 genome bins with 90%
• precision and 78% recall.
• This enormous diversity
• represents an immense challenge to
• metagenomics, due to low coverage
• obtained for individual populations,
• uneven sampling of microbes, and the
• large amount of sequence data acquired,
• often in short DNA fragments (~100 to
• 150 bp). It has been estimated that terabase
• pairs (Tbp) of sequence data would
• be required to adequately sample a single
• gram of soil if using current metagenomic
• sequencing and assembly platforms
• Metagenomic Binning Based on
• Clustering
• Binning environmental shotgun reads is
• pivotal to metagenomic studies. In a
• metagenomics project, genome sequences
• of different species from an environmental
• sample are randomly cut into short DNA
• fragments and then sequenced. The
• sequenced DNA fragments are often called
• reads, and the mixed reads from different
• species in an environment are thus
• designated as environmental shotgun reads
REFERNCE
• Binning in Metagenomics – A
Review,Sreeremya Sasi, International Journal
of Computational Biology and Bioinformatics
Vol. 3: Issue 1
Analysis of binning tool in metagenomics
Analysis of binning tool in metagenomics
Analysis of binning tool in metagenomics
Analysis of binning tool in metagenomics
Analysis of binning tool in metagenomics
Analysis of binning tool in metagenomics
Analysis of binning tool in metagenomics
Analysis of binning tool in metagenomics

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Analysis of binning tool in metagenomics

  • 1. ANALYSIS OF Binning Tool in Metagenomics SREEREMYA.S ASSISTANT PROFESSOR DEPT OF BIOTECHNOLOGY SREE NARAYANA GURU COLLEGE,CBE
  • 2. • Metagenomics research is a vast field which studies about the genetic system of the • environmental samples. Binning is a bioinformatics tool. Binning tool helps to analyses the • genomic analysis of the environmental samples.
  • 3. • Metagenomic research can therefore infer • medically or industrially important • knowledge by revealing undescribed genes • responsible for antibiotic resistance or • enzyme synthesis.
  • 4. • The result of the binning procedure • can then be utilized not just for ordered • differences evaluation, but also for • facilitation of genome assembly, • evaluation of gene association with • different taxonomic groups or as the basis • for following meta transcriptomics or • metabolomics analyses leading to • revelation of novel interactions.
  • 5. • On synthetic datasets MetaBAT • on average achieves 98% precision and • 90% recall at the strain level with 281 near • complete unique genomes. Applying • MetaBAT to a human gut microbiome data • set recovered 176 genome bins with 90% • precision and 78% recall.
  • 6. • This enormous diversity • represents an immense challenge to • metagenomics, due to low coverage • obtained for individual populations, • uneven sampling of microbes, and the • large amount of sequence data acquired, • often in short DNA fragments (~100 to • 150 bp). It has been estimated that terabase • pairs (Tbp) of sequence data would • be required to adequately sample a single • gram of soil if using current metagenomic • sequencing and assembly platforms
  • 7. • Metagenomic Binning Based on • Clustering • Binning environmental shotgun reads is • pivotal to metagenomic studies. In a • metagenomics project, genome sequences • of different species from an environmental • sample are randomly cut into short DNA • fragments and then sequenced. The • sequenced DNA fragments are often called • reads, and the mixed reads from different • species in an environment are thus • designated as environmental shotgun reads
  • 8. REFERNCE • Binning in Metagenomics – A Review,Sreeremya Sasi, International Journal of Computational Biology and Bioinformatics Vol. 3: Issue 1