Using PacBio reads to get closed bacterial genomes

You can get very good results in the assembly sequencing bacterial genomes exclusively with PacBio. The length of the reads of PacBio allows solving the main problems of the short reads: the assembly of regions repeated along the genome (sequences with several copies), the non-homogeneous genome coverage (regions with low coverage) and also, thanks to the random distribution of base-calling errors, PacBio allows the correction of the final assembly. It is important to consider that when the errors are always located in the same regions a higher coverage never gets to improve the error rate.

The number of PacBio reads needed for reaching a sufficient coverage of a bacterial genome is very low due to the length of their reads and to the homogeneous coverage. These two features and the random distribution of errors allow applying new methods and algorithms to obtain a corrected consensus sequence providing a definitive assembly with a very low error rate.

Our experience with PacBio

In Era7 Bioinformatics we have experience analyzing PacBio data for clients. We have also led Research projects using PacBio technology to get completely assembled and annotated bacterial genomes. In our NEXTMICRO project we sequenced with PacBio and de novo assembled 2 genomes from bacteria involved in outbreaks at hospital environments. One of them was a multiresistant Klebsiella pneumoniae from the ICU of a Hospital and the other from a challenging strain of Enterococcus faecium that is a problem at the hospitals of several European countries. The 2 posters presented at the ECCMID 2014 about these genomes are included below.

We evaluated with QUAST the two assemblies from the same multiresistant Klebsiella pneumoniae F64 isolate, one of them sequenced with illumina and assembled with SPADES and the other sequenced with PacBio and assembled with HGAP. The poster (included below) presented to the ASM2015 shows the results.

In the following figure we represent the number of contigs obtained in the 2 experiments of sequencing (illumina and PacBio) and assembly using the same DNA sample (the length of the illumina contigs is not exactly proportional to the actual contig lengths obtained):

Assembly of Bacterial genomes with PacBio


Bacterial genome annotation with BG7

BG7 is our method specifically designed for bacterial genome annotation of NGS data. During last years we have successfully annotated many bacterial genomes even unknown genomes without any sequenced close genome. See here more information about how it works.

BG7 method was published in PLOS ONE: 



BG7, our bacterial genome annotation is recognized as a PacBio SMRT COMPATIBLE ANALYSIS PRODUCT.

Especial annotation for genes of interest

We can select the genes of your interest and do a manual annotation for them to provide you with a rich functional annotation for the genes in which your research is focused. This personalized service is done for experts in bacterial genomics of our team. 

Comparative genomics for PacBio genomes

We have a really complete comparative genomics pipeline. You can select the complete pipeline or select only the modules most interesting for your research.

In the set of genomes for comparative analysis you can include your new PacBio genomes and any other complete genome. In bacterial genomics the practically closed genomes that PacBio is able to provide is fundamental because the comparisons are more reliable and it is possible to detect changes in genes with several copies (RNA operon, transposases) or in repetitive regions.

You can find below a schematic figure showing the different modules of the comparative genomics pipeline for bacteria.

CG7 Comparative genomics pipeline for PacBio Genomes



ASM2015 Poster: Complete de novo genome characterization of isolates from outbreaks by means of PacBio and Illumina sequencing technologies

ASM2015 Poster: Complete de novo genome characterization of isolates from outbreaks by means of PacBio and Illumina sequencing technologies

The aim of this study was to test the benefits of the use of NGS technologies and a de novo assembly approach for the genome characterization of isolates from an outbreak. Six isolates from an outbreak of carbapenemase producing Klebsiella pneumoniae ST11 OXA-48 were sequenced with Illumina and one of them (F64) was selected to be sequenced with PacBio in order to have an internal genome reference for the outbreak. 

The same DNA from the Klebsiella genome F64 was sequenced with PacBio and with illumina. PacBio reads were assembled using HGAP pipeline and independently illumina reads were assembled with SPADES. Both assemblies were compared and evaluated with QUAST.

The number of mismatches was 1.91 per 100,000 bp.


  • PacBio allows getting really high quality, closed genome to get a high quality internal reference
  • NGS is the new gold standard in studies of transmission dynamics and strain relatedness
  • Comparative genomics analysis allows the complete characterization of a set of isolates from an outbreak

Archivo: _Era7_Poster_ASM_2015_Klebsiella_genomes_New_Orleans_small.pdf 



ECCMID Poster: Klebsiella pneumoniae genomes with PacBio and illumina

ECCMID Poster: Klebsiella pneumoniae genomes with PacBio and illumina

ECCMID poster including the genome of a ST11 Klebsiella pneumoniae sequenced with PacBio that we got to close after the de novo assembly.

Published: 28-09-2014 - Last update: 29-09-2014

Era7_Poster_ECCMID_2014_Klebsiella_genomes.pdf | PDF | 1.72 MB

ECCMID Poster: Enterecoccus faecium genomes with PacBio and illumina

ECCMID Poster: Enterecoccus faecium genomes with PacBio and illumina

ECCMID poster including a genome of ST117 Enterococcus faecium   sequenced with PacBio that was de novo assembled and completely closed in its chromosome and its plasmids.

Published: 28-09-2014 - Last update: 29-09-2014

Era7_Poster_ECCMID_2014_Enterococcus_faecium_genomes.pdf | PDF | 1.74 MB

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