Abstract
During the initial stages of the genome revolution human genetics was hugely successful in discovering the underlying genes for monogenic diseases. Over 3,000 monogenic diseases have been discovered with simple patterns of inheritance. The unravelling and identification of the genetic variants underlying complex or multifactorial traits, however, is proving much more elusive. There have been over 1,000 significant variants found for many quantitative and binary traits yet they explain very little of the estimated genetic variance or heritability evident from family analysis. There are many hypotheses as to why this might be the case. This apparent lack of information is holding back the clinical application of genetics and shedding doubt on whether more of the same will reveal where the remainder of the variation lies. Here we explore the current state of play, the types of variants we can detect and how they are currently exploited. Finally we look at the future challenges we must face to persuade the human genome to yield its secrets.
Keywords: Association complex human genetics genome-wide genomics GWAS prediction
Current Genomics
Title:Human Complex Trait Genetics: Lifting the Lid of the Genomics Toolbox - from Pathways to Prediction
Volume: 13 Issue: 3
Author(s): Suzanne J. Rowe and Albert Tenesa
Affiliation:
Keywords: Association complex human genetics genome-wide genomics GWAS prediction
Abstract: During the initial stages of the genome revolution human genetics was hugely successful in discovering the underlying genes for monogenic diseases. Over 3,000 monogenic diseases have been discovered with simple patterns of inheritance. The unravelling and identification of the genetic variants underlying complex or multifactorial traits, however, is proving much more elusive. There have been over 1,000 significant variants found for many quantitative and binary traits yet they explain very little of the estimated genetic variance or heritability evident from family analysis. There are many hypotheses as to why this might be the case. This apparent lack of information is holding back the clinical application of genetics and shedding doubt on whether more of the same will reveal where the remainder of the variation lies. Here we explore the current state of play, the types of variants we can detect and how they are currently exploited. Finally we look at the future challenges we must face to persuade the human genome to yield its secrets.
Export Options
About this article
Cite this article as:
J. Rowe Suzanne and Tenesa Albert, Human Complex Trait Genetics: Lifting the Lid of the Genomics Toolbox - from Pathways to Prediction, Current Genomics 2012; 13 (3) . https://dx.doi.org/10.2174/138920212800543101
DOI https://dx.doi.org/10.2174/138920212800543101 |
Print ISSN 1389-2029 |
Publisher Name Bentham Science Publisher |
Online ISSN 1875-5488 |
Call for Papers in Thematic Issues
Advanced AI Techniques in Big Genomic Data Analysis
The thematic issue on "Advanced AI Techniques in Big Genomic Data Analysis" aims to explore the cutting-edge methodologies and applications of artificial intelligence (AI) in the realm of genomic research, where vast amounts of data pose both challenges and opportunities. This issue will cover a broad spectrum of AI-driven strategies, ...read more
Current Genomics in Cardiovascular Research
Cardiovascular diseases are the main cause of death in the world, in recent years we have had important advances in the interaction between cardiovascular disease and genomics. In this Research Topic, we intend for researchers to present their results with a focus on basic, translational and clinical investigations associated with ...read more
Genomic Insights into Oncology: Harnessing Machine Learning for Breakthroughs in Cancer Genomics.
This special issue aims to explore the cutting-edge intersection of genomics and oncology, with a strong emphasis on original data and experimental validation. While maintaining the focus on how machine learning and advanced data analysis techniques are revolutionizing our understanding and treatment of cancer, this issue will prioritize contributions that ...read more
Integrating Artificial Intelligence and Omics Approaches in Complex Diseases
Recent advancements in AI and omics methodologies have revolutionized the landscape of biomedical research, enabling us to extract valuable information from vast amounts of complex data. By combining AI algorithms with omics technologies such as genomics, proteomics, metabolomics, and transcriptomics, researchers can obtain a more comprehensive and multi-dimensional analysis of ...read more
Related Journals
- Author Guidelines
- Graphical Abstracts
- Fabricating and Stating False Information
- Research Misconduct
- Post Publication Discussions and Corrections
- Publishing Ethics and Rectitude
- Increase Visibility of Your Article
- Archiving Policies
- Peer Review Workflow
- Order Your Article Before Print
- Promote Your Article
- Manuscript Transfer Facility
- Editorial Policies
- Allegations from Whistleblowers
- Announcements
Related Articles
-
Strategic Aspects of NPY-Based Monoclonal Antibodies for Diagnosis and Treatment of Breast Cancer
Current Protein & Peptide Science Translational Research of Optical Molecular Imaging for Personalized Medicine
Current Molecular Medicine Recent Advances in Epitope Design for Immunotherapy of Cancer
Recent Patents on Anti-Cancer Drug Discovery Bitter Gourd (Momordica charantia) is a Cornucopia of Health: A Review of its Credited Antidiabetic, Anti-HIV, and Antitumor Properties
Current Molecular Medicine Withdrawal Notice: Application of Nanomaterials in Development of Electrochemical Sensors and Drug Delivery Systems for Anticancer Drugs
Current Drug Delivery Synthesis and In Vitro Antitumor Activity of Novel Fluorine Containing Pyrazoles and Pyrazolines
Letters in Drug Design & Discovery CXCR3, CXCR5, CXCR6, and CXCR7 in Diabetes
Current Drug Targets Genetically Redirected T Lymphocytes for Adoptive Immunotherapy of Solid Tumors
Current Gene Therapy Clinico-Pathologic and Biologic Predictors of EGFR Inhibitors Activity and Efficacy in Lung and in Colorectal Cancer
Current Signal Transduction Therapy Evolutionary Significance of Iodine
Current Chemical Biology EDITORIAL [Hot Topic: Molecularly Targeted Treatments for Colorectal Cancer: Advances and Limitations (Guest Editor: Silvio Parodi)]
Current Cancer Drug Targets Oncologists Current Opinion on the Treatment of Colon Carcinoma
Anti-Cancer Agents in Medicinal Chemistry Current Advances in the Synthesis and Antitumoral Activity of SIRT1-2 Inhibitors by Modulation of p53 and Pro-Apoptotic Proteins
Current Medicinal Chemistry Prodrugs in Genetic Chemoradiotherapy
Current Pharmaceutical Design Cholesterol-Conjugate as a New Strategy to Improve the Cytotoxic Effect of 5-Fluorouracil on Liver Cancer: Impact of Liposomal Composition
Current Drug Delivery Bioactive Metabolites from Pathogenic and Endophytic Fungi of Forest Trees
Current Medicinal Chemistry New Issues for Copper-64: from Precursor to Innovative Pet Tracers in Clinical Oncology
Current Radiopharmaceuticals Energy Provisioning and Inflammasome Activation: The Pivotal Role of AMPK in Sterile Inflammation and Associated Metabolic Disorders
Anti-Inflammatory & Anti-Allergy Agents in Medicinal Chemistry Immunoconjugates for Cancer Targeting: A Review of Antibody-Drug Conjugates and Antibody-Functionalized Nanoparticles
Current Medicinal Chemistry AMPK Function in Aging Process
Current Drug Targets