Integrative Lifecourse and Genetic Analysis of Military Working Dogs

Abstract

The project during the past year accelerated when the CRADA's were executed. In the first two years, we optimized the primary genotyping and molecular methods, and the follow-on validation methods. We also expanded the capabilities of our highly-flexible DAPER database and software tools in the present reporting year. To digitize the pathological records, we initiated the high through-put software customization (ABBYY FlexiCapture) for analysis of 1829 longitudinal veterinary records and AFIP/JPC pathological records. In addition, we have initiated the DoD military dog pathology reports to identify cancer bearing dogs for cancer classification and selection of cases and controls. In the first year we invented an entirely novel approach to conducting genome wide genetic association (GWA) analysis genomewide IUT analysis (GIA); and in the second year we further validated it. In this second reporting year, we integrated IUT and Bootstrapping as an additional innovation with outstanding utility. Dr. Alvarez s presentation of these methods and results to leaders in the fields of genetics and canine genetics resulted in uniformly positive feedback from them (and multiple requests for collaboration). In addition, Dr. Huang has developed the LDPMap algorithm for enabling accurate query of biomedical terms in the database. In addition, we co-authored (Alvarez) a published study that was not based on the present military dog project, but which made use of the same data mining and analysis methods that will be used in our study. The LDPMap algorithm paper is accepted to BMC Medical Genomics.

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 2013
Accession Number
ADA603168

Entities

People

  • Kun Huang

Organizations

  • Ohio State University

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Artificial Intelligence
  • Biology
  • Biomedical Research
  • Computational Biology
  • Computational Science
  • Computer Programming
  • Data Mining
  • Data Science
  • Databases
  • Genetic Variation
  • Genetics
  • Genomics
  • Health Services
  • Information Science
  • Military Dogs
  • Network Science

Fields of Study

  • Biology

Readers

  • Canine Service Warrior Training Program for Wounded Warriors in the Veterinary Industry, Supported by Donors.
  • Research Science/Academic Research
  • Technical Research and Report Writing.

Technology Areas

  • AI & ML
  • Biotechnology