Science for the Next Century: Deep Phenotyping

J. T. Wright, M. C. Herzberg

Research output: Contribution to journalArticlepeer-review

2 Scopus citations


Our ability to unravel the mysteries of human health and disease have changed dramatically over the past 2 decades. Decoding health and disease has been facilitated by the recent availability of high-throughput genomics and multi-omics analyses and the companion tools of advanced informatics and computational science. Understanding of the human genome and its influence on phenotype continues to advance through genotyping large populations and using “light phenotyping” approaches in combination with smaller subsets of the population being evaluated using “deep phenotyping” approaches. Using our capability to integrate and jointly analyze genomic data with other multi-omic data, the knowledge of genotype-phenotype relationships and associated genetic pathways and functions is being advanced. Understanding genotype-phenotype relationships that discriminate human health from disease is speculated to facilitate predictive, precision health care and change modes of health care delivery. The American Association for Dental Research Fall Focused Symposium assembled experts to discuss how studies of genotype-phenotype relationships are illuminating the pathophysiology of craniofacial diseases and developmental biology. Although the breadth of the topic did not allow all areas of dental, oral, and craniofacial research to be addressed (e.g., cancer), the importance and power of integrating genomic, phenomic, and other -omic data are illustrated using a variety of examples. The 8 Fall Focused talks presented different methodological approaches for ascertaining study populations and evaluating population variance and phenotyping approaches. These advances are reviewed in this summary.

Original languageEnglish (US)
Pages (from-to)785-789
Number of pages5
JournalJournal of dental research
Issue number8
Early online dateMar 20 2021
StatePublished - Jul 2021

Bibliographical note

Funding Information:
We would like to thank the speakers at the American Association for Dental Research Fall Focused Symposia for their informative and thought-provoking presentations as listed in order of their presentations: Leslie G. Biesecker, Kimon Divaris, Jim Beck, Ophir Klein, Benedikt Hallgrimsson, Janice Lee, Michael Gilmore, Anna Edlund. The authors received no financial support for the research, authorship, and/or publication of this article.

Publisher Copyright:
© International & American Associations for Dental Research 2021.


  • caries
  • craniofacial
  • genotype
  • microbiome
  • periodontal
  • phenotype


Dive into the research topics of 'Science for the Next Century: Deep Phenotyping'. Together they form a unique fingerprint.

Cite this