GenomeTraveler software provides tools for primary and secondary analysis of next-generation sequencing (NGS) data. It offers options for de novo assembly, scaffolding, mapping, and importing mapping results from other tools. For secondary analysis, it allows for profile analysis, mutation detection, and expression analysis. GenomeTraveler also includes comparative genomics functions for in silico cloning, genome analysis, and array analysis. A free trial is available to test the flexible and comprehensive NGS analysis capabilities of the software.
IMC is a renowned software package developed by in silico biology, inc. in Yokohama, Japan. It is well established on the Japanese market where it became very popular among hundreds of customers. GeneXplain has carefully selected this program package for its portfolio because of its rich functionality, proven reliability, excellent maintenance policy by the original providers and its perfect fit to geneXplain’s strategic aims. Being introduced to the Japanese market 6 years ago, it is a mature and approved product that customers outside Japan can now also benefit from.
Apollo is a web-based application that supports and enables collaborative genome curation in real time, allowing teams of curators to improve on existing automated gene models through an intuitive interface. Apollo allows researchers to break down large amounts of data into manageable portions to mobilize groups of researchers with shared interests.
The i5K, an initiative to sequence the genomes of 5,000 insect and related arthropod species, is a broad and inclusive effort that seeks to involve scientists from around the world in their genome curation process, and Apollo is serving as the platform to empower this community.
This presentation is an introduction to Apollo for the members of the i5K Pilot Project working on species of the order Hemiptera.
The ability to easily and efficiently analyse RNA-sequencing data is a key strength of the Bioconductor project. Starting with counts summarised at the gene-level, a typical analysis involves pre-processing, exploratory data analysis, differential expression testing and pathway analysis with the results obtained informing future experiments and validation studies
https://www.shamra.sy/academia/show/5b06e01c54e75
Integrative Genomics Viewer, popularly known as IGV, is one of the popular tools to visualize High-throughput sequencing data alignment and genome alteration (SNV, InDel) in an interactive mode. This tutorial gives a basic understanding of IGV interface and NGS data browsing.
BioDec, based near Bologna, Italy, provides top-notch services, solutions, and consulting in the field of lab data management and in postgenomics "in silico" research. The presentation summarizes our main achievements and describes our commercial offer.
IonGAP - an Integrated Genome Assembly Platform for Ion Torrent DataAdrian Baez-Ortega
http://iongap.hpc.iter.es
Computer Engineer Degree Final Project.
Universidad de La Laguna, Spain, July 2014.
Ion Torrent technology allows genome sequencing with reduced costs; however, its major drawback is the lack of tools dedicated to processing and assembling Ion Torrent reads.
IonGAP is a free graphical integrated pipeline designed for the assembly and subsequent analysis of Ion Torrent sequencing data. Both its components and their configuration are based on a research process aimed to discover the optimal combination of tools for obtaining good results from single-end reads generated by the Ion Torrent PGM sequencer, mainly from bacterial genomic material.
IMC is a renowned software package developed by in silico biology, inc. in Yokohama, Japan. It is well established on the Japanese market where it became very popular among hundreds of customers. GeneXplain has carefully selected this program package for its portfolio because of its rich functionality, proven reliability, excellent maintenance policy by the original providers and its perfect fit to geneXplain’s strategic aims. Being introduced to the Japanese market 6 years ago, it is a mature and approved product that customers outside Japan can now also benefit from.
Apollo is a web-based application that supports and enables collaborative genome curation in real time, allowing teams of curators to improve on existing automated gene models through an intuitive interface. Apollo allows researchers to break down large amounts of data into manageable portions to mobilize groups of researchers with shared interests.
The i5K, an initiative to sequence the genomes of 5,000 insect and related arthropod species, is a broad and inclusive effort that seeks to involve scientists from around the world in their genome curation process, and Apollo is serving as the platform to empower this community.
This presentation is an introduction to Apollo for the members of the i5K Pilot Project working on species of the order Hemiptera.
The ability to easily and efficiently analyse RNA-sequencing data is a key strength of the Bioconductor project. Starting with counts summarised at the gene-level, a typical analysis involves pre-processing, exploratory data analysis, differential expression testing and pathway analysis with the results obtained informing future experiments and validation studies
https://www.shamra.sy/academia/show/5b06e01c54e75
Integrative Genomics Viewer, popularly known as IGV, is one of the popular tools to visualize High-throughput sequencing data alignment and genome alteration (SNV, InDel) in an interactive mode. This tutorial gives a basic understanding of IGV interface and NGS data browsing.
BioDec, based near Bologna, Italy, provides top-notch services, solutions, and consulting in the field of lab data management and in postgenomics "in silico" research. The presentation summarizes our main achievements and describes our commercial offer.
IonGAP - an Integrated Genome Assembly Platform for Ion Torrent DataAdrian Baez-Ortega
http://iongap.hpc.iter.es
Computer Engineer Degree Final Project.
Universidad de La Laguna, Spain, July 2014.
Ion Torrent technology allows genome sequencing with reduced costs; however, its major drawback is the lack of tools dedicated to processing and assembling Ion Torrent reads.
IonGAP is a free graphical integrated pipeline designed for the assembly and subsequent analysis of Ion Torrent sequencing data. Both its components and their configuration are based on a research process aimed to discover the optimal combination of tools for obtaining good results from single-end reads generated by the Ion Torrent PGM sequencer, mainly from bacterial genomic material.
Artificial Intelligence Database Performance TuningRoel Van de Paar
In this presentation viewers will see the performance of a MySQL Server increase by automatic tuning using an open source GA (Genetic Algorithm) with surrounding smart bits.
The full interface code has been made publicly available as open source on GitHub - https://github.com/Percona-QA/gaai
Genetic Algorithms - a kind of Artificial Intelligence - have been used for a long time, but only recently the interest towards database applications has spiked.
You will see the transactions per second increase and increase again as the server is being adjusted automatically.
You will walk away with a better understanding of Genetic Algorithms, it's application to automated database tuning, and how to start with (or continue) your own experiments in this area.
All new work, this setup has not been showcased anywhere before.
Speaker: Benedict C. S. Cross, PhD, Team leader (Discovery Screening), Horizon Discovery
CRISPR–Cas9 mediated genome editing provides a highly efficient way to probe gene function. Using this technology, thousands of genes can be knocked out and their function assessed in a single experiment. We have conducted over 150 of these complex and powerful screens and will use our experience to guide you through the process of screen design, performance and analysis.
We'll be discussing:
• How to use CRISPR screening for target ID and validation, understanding drug MOA and patient stratification
• The screen design, quality control and how to evaluate success of your screening program
• Horizon’s latest developments to the platform
• Horizon’s novel approaches to target validation screening
Apollo is a web-based application that supports and enables collaborative genome curation in real time, allowing teams of curators to improve on existing automated gene models through an intuitive interface. Apollo allows researchers to break down large amounts of data into manageable portions to mobilize groups of researchers with shared interests.
A Workshop at the Stowers Institute for Medical Research.
Visualizing the genome: Techniques for presenting genome data and annotationsAnn Loraine
Poster presented at ISMB 2002. Examples from the Neomorphic Annotation Station, an early version of Integrated Genome Browser, and ProtAnnot, an alternative splicing protein domain viewer, illustrate visualization techniques for genome browsers.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Artificial Intelligence Database Performance TuningRoel Van de Paar
In this presentation viewers will see the performance of a MySQL Server increase by automatic tuning using an open source GA (Genetic Algorithm) with surrounding smart bits.
The full interface code has been made publicly available as open source on GitHub - https://github.com/Percona-QA/gaai
Genetic Algorithms - a kind of Artificial Intelligence - have been used for a long time, but only recently the interest towards database applications has spiked.
You will see the transactions per second increase and increase again as the server is being adjusted automatically.
You will walk away with a better understanding of Genetic Algorithms, it's application to automated database tuning, and how to start with (or continue) your own experiments in this area.
All new work, this setup has not been showcased anywhere before.
Speaker: Benedict C. S. Cross, PhD, Team leader (Discovery Screening), Horizon Discovery
CRISPR–Cas9 mediated genome editing provides a highly efficient way to probe gene function. Using this technology, thousands of genes can be knocked out and their function assessed in a single experiment. We have conducted over 150 of these complex and powerful screens and will use our experience to guide you through the process of screen design, performance and analysis.
We'll be discussing:
• How to use CRISPR screening for target ID and validation, understanding drug MOA and patient stratification
• The screen design, quality control and how to evaluate success of your screening program
• Horizon’s latest developments to the platform
• Horizon’s novel approaches to target validation screening
Apollo is a web-based application that supports and enables collaborative genome curation in real time, allowing teams of curators to improve on existing automated gene models through an intuitive interface. Apollo allows researchers to break down large amounts of data into manageable portions to mobilize groups of researchers with shared interests.
A Workshop at the Stowers Institute for Medical Research.
Visualizing the genome: Techniques for presenting genome data and annotationsAnn Loraine
Poster presented at ISMB 2002. Examples from the Neomorphic Annotation Station, an early version of Integrated Genome Browser, and ProtAnnot, an alternative splicing protein domain viewer, illustrate visualization techniques for genome browsers.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
2. geneXplain GmbH
Products
Bioinformatics and systems biology: geneXplain platform
Bioinformatics and NGS: IMC and GenomeTraveler
Cheminformatics: PASS, PharmaExpert, GUSAR
info@genexplain.com | www.genexplain.com 2
3. Systems Biology and Cheminformatics
geneXplain platform
◦ Collection, storage and analysis of experimental data
◦ Network clustering and search for master regulators
◦ Graphical programming of workflows
◦ Possibility to write new scripts and add-ons
PASS and PharmaExpert
◦ Qualitative biological activity prediction for libraries of chemical compounds
◦ Drug-drug interactions and identification of most promising candidates
GUSAR
◦ Quantitative biological activity prediction for libraries of chemical compounds
◦ (Q)SAR model building
info@genexplain.com | www.genexplain.com 3
4. geneXplain GmbH
Products
Bioinformatics and systems biology: geneXplain platform
Bioinformatics and NGS: IMC and GenomeTraveler
Cheminformatics: PASS, PharmaExpert, GUSAR
info@genexplain.com | www.genexplain.com 4
5. Contents
Primary analysis Comparative
◦ de novo assembly genomics
◦ Scaffolding ◦ in silico cloning
◦ Mapping ◦ Genome analysis
◦ Import of mapping ◦ Array analysis
results
Secondary analysis
Why you should try
◦ Profile analysis GenomeTraveler
◦ Mutation analysis
◦ Expression analysis
info@genexplain.com |
info@genexplain.com | www.genexplain.com
www.genexplain.com 5
6. Primary Analysis
Getting started with NGS
data
info@genexplain.com |
www.genexplain.com 6
7. General Information
GT supports NGS data from the following
sources:
◦ ABI SOLiD (CSFastA)
◦ Illumina GA (FastQ)
◦ Roche/454 GS FLX/Junior
It is possible to map NGS sequences against
sequence data in any of these formats:
◦ ABI/SCF
◦ GenBank
◦ FastA
info@genexplain.com | www.genexplain.com 7
8. de novo Assembly
de novo assembly can be
done with 200 bp or larger
reads, saved in the
following formats:
◦ ABI/SCF/SFF/PHD
◦ FastA/FastQ/CSFastA
◦ Solexa Raw
◦ GenBank/EMBL
◦ TXT
GT also supports the
import of assembly files
from:
◦ Velvet (AFG)
◦ Phrap (ACE) Example: assembly results imported
from Phrap.
info@genexplain.com | www.genexplain.com 8
9. Scaffolding
The de novo assembly of large genomes results
in a large number of contigs. These can be
combined using paired-end short reads.
Contig positions in a scaffold can be viewed in
GT's "Scaffold Viewer".
info@genexplain.com | www.genexplain.com 9
10. Mapping Functions
The mapping algorithm is based on NCBI
Blast results for reference sequences
compared with NGS short reads.
fragment paired-end
short reads short reads
multiple
multiple sites chromosomes
or contigs
info@genexplain.com | www.genexplain.com 10
11. Import of Mapping Results
GenomeTraveler can
also import mapping
results from other
software, namely:
◦ SAMtool (SAM/BAM)
◦ SOLiD (GFF)
Mapping and import
results can be viewed
in the "Profile and
Alignment Viewer" of
GT. Example: imported GFF file.
info@genexplain.com | www.genexplain.com 11
12. Primary Analysis Summary
Long read de novo
assembly and import of Scaffolding using paired-
assembly results from end short reads.
Phrap and Velvet.
GenomeTraveler has a
number of options for
the primary analysis of
NGS data.
Mapping: single-end,
Import of mapping result
paired-end, multiple
files from SAMtool and
chromosome/contig/site
SOLiD.
mapping.
info@genexplain.com | www.genexplain.com 12
13. Secondary Analysis
Analysis of mapped data
info@genexplain.com |
www.genexplain.com 13
14. General Information
Once NGS data is
mapped, it can be
analyzed in the
"Profile and Alignment
Viewer".
The viewer consists of
four panels:
◦ Whole genome
navigation panel
◦ Profile panel
◦ Genome (feature) map
◦ Sequence alignment
info@genexplain.com | www.genexplain.com 14
15. Profile Analysis
Peak detection can be done for one, a few
or all contigs in one alignment.
Peaks can be
saved as CSV
file or inserted
as new
features into
the genome
map.
info@genexplain.com | www.genexplain.com 15
16. Mutation Analysis
The "Disagreement List" is a list of bases
which differ between the reference and the
consensus of mapped reads (example).
SNP detection
◦ Based on
disagreement list
◦ Feature mapping
◦ Link generation
with JSNP
Indel detection
info@genexplain.com | www.genexplain.com 16
17. Expression Analysis
GT provides profiles and a comparison with
expression profiles of tiling arrays for:
◦ RNA-Seq
◦ ChIP-Seq
info@genexplain.com | www.genexplain.com 17
18. Secondary Analysis Summary
Mutation analysis: find
Profile analysis: detect divergent bases, SNPs
and register peaks. and insertion/deletion
sites.
GenomeTraveler
provides three fields for
secondary analysis of
NGS data.
These are GT specific
Expression analysis: GT
functions that can be
provides profiles for RNA-
accessed in the "Profile
and ChIP-Seq data.
and Alignment Viewer".
info@genexplain.com | www.genexplain.com 18
20. General Information
GenomeTraveler is based
on IMC (in silico Cloning
Molecular Cloning),
which offers three major
in silico experimentation Genome
areas. analysis
These are also featured
in GT and can be
accessed in the "Profile Array
and Alignment Viewer". analysis
info@genexplain.com | www.genexplain.com 20
21. in silico Cloning
The "Cloning" menu lists a number of possible
actions for in silico molecular cloning experiments.
Included are all necessary functions for:
◦ PCR (including gel electrophoresis of results)
◦ Ligation and sequence editing
◦ Restriction enzymes and digestion (example below)
info@genexplain.com | www.genexplain.com 21
22. Genome Analysis
The "Genome Analysis" menu is filled with functions from
statistics to visualization to working with sequences:
◦ Translation
◦ Annotation
◦ EST and trace mapping
◦ Homology searches
◦ Dot plot, Venn diagram (examples below), KEGG pathways
info@genexplain.com | www.genexplain.com 22
23. Genome Analysis
The genome rearrangement map, as part
of the genome analysis functionality,
compares the distribution of features on
your mapped sequence compared to any
reference sequence you set (in
GenBank/EMBL/GPFF formats), as seen in
the example below.
info@genexplain.com | www.genexplain.com 23
24. Array Analysis
The "Array Analysis" menu contains all functions
necessary for the creation and analysis of array
data:
◦ Probe design (example below)
◦ Import of probe and array data
◦ Statistics and peak detection
◦ Two expression graphs and clustering
info@genexplain.com | www.genexplain.com 24
25. Additional Functions
The "Profile and
Alignment Viewer" has
more to offer, though:
Search for pattern matches,
keywords, and more.
View your sequence in
different ways.
Customize the genome
feature map and hide the
program's quick access
buttons.
info@genexplain.com | www.genexplain.com 25
26. Comparative Genomics Summary
in silico cloning options Genome analysis
include PCR, restriction features translation,
and ligation of annotation, homology
sequences. searches and more.
With GenomeTraveler
you can work in silico
with your NGS data.
Array analysis offers The additional functions
probe design, data of the "Profile and
import, peak detection Alignment Viewer" render
and more. GT more flexible.
info@genexplain.com | www.genexplain.com 26
27. Why You Should
Try GenomeTraveler
Advantages of the Software
info@genexplain.com |
www.genexplain.com 27
28. Key Notes
GenomeTraveler has a number of options for
the primary analysis of NGS data.
GenomeTraveler provides three fields for
secondary analysis of NGS data.
With GenomeTraveler you can work in silico
with your NGS data.
You can download a free two-week trial version
of GenomeTraveler at
http://www.genexplain.com/genome-traveler
info@genexplain.com | www.genexplain.com 28