Related Experiment Video
Updated: Mar 23, 2026

08:27
Large-Scale Multi-Omics Genome-Wide Association Studies Mo-GWAS: Guidelines for Sample Preparation and Normalization
Published on: July 27, 2021
5.0K
[Genome-wide association study for Osteoporosis].
1Center for the Promotion of Clinical Investigation, Tokyo Metropolitan Geriatric Hospital, Japan.
Summary
Genetic studies identified single nucleotide polymorphisms (SNPs) linked to osteoporosis risk and bone mineral density (BMD). While some genetic risk scores exist, their predictive power for osteoporosis and fracture is limited when BMD is known.
Area of Science:
- Genetics
- Bone Biology
- Osteoporosis Research
Background:
- Osteoporosis is a significant health concern with a substantial genetic component.
- Genome-wide association studies (GWAS) have been instrumental in identifying genetic factors influencing bone mineral density (BMD) and fracture risk.
Purpose of the Study:
- To review and summarize the findings of genetic studies, particularly GWAS, related to osteoporosis.
- To highlight key genetic pathways and novel genes implicated in osteoporosis susceptibility.
- To assess the utility of current genetic risk scores in predicting osteoporosis and fracture.
Main Methods:
- Analysis of large-scale genome-wide association studies (GWAS) and meta-analyses.
- Identification and clustering of single nucleotide polymorphisms (SNPs) within relevant biological pathways.
- Review of genetic risk scores developed based on BMD-associated SNPs.
Main Results:
- Numerous SNPs associated with low BMD and fracture risk have been identified, clustering in pathways like RANK signaling, stem cell differentiation, ossification, and Wnt signaling.
- Novel osteoporosis susceptibility genes, including FONG, WDSOF1, and GPR98, have been discovered in Japanese populations.
- Existing genetic loci explain approximately 5% of the genetic variance in BMD, and current genetic risk scores show limited predictive ability for osteoporosis and fracture when BMD is known.
Conclusions:
- Genetic factors play a crucial role in osteoporosis, with identified SNPs and pathways offering insights into disease mechanisms.
- Despite advances, the predictive value of current genetic risk scores for osteoporosis and fracture remains limited, especially in the context of known BMD.
- Further research is needed to enhance the predictive accuracy of genetic assessments for osteoporosis.
Related Concept Videos
Genome-wide Association Studies-GWAS
16.6K
Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
GWAS does not require the identification of the target gene involved in...
GWAS does not require the identification of the target gene involved in...
16.6K
Single Nucleotide Polymorphisms-SNPs
19.7K
A single nucleotide polymorphism or SNP is a single nucleotide variation at a specific genomic position in a large population. It is the most prevalent type of sequence variation found in the human genome. Point mutations that occur in more than 1% of the population qualify as SNPs. These are present once every 1000 nucleotides on an average in the human genome. Replacement of a purine with another purine (A/G) or a pyrimidine with another pyrimidine (C/T) is known as a transition. In contrast,...
19.7K
Bone Disorders
6.8K
Aging and its effect on bone remodeling is the most common cause of bone disorders. In young and healthy people, bone deposition and resorption happen at an equal rate to maintain optimal bone health.
Bone deposition is also affected by the levels of sex hormones like estrogen and testosterone that promote osteoblast activity and bone matrix synthesis. When the level of these hormones decreases due to aging, it causes a reduction in bone deposition. As a result, bone resorption by osteoclasts...
Bone deposition is also affected by the levels of sex hormones like estrogen and testosterone that promote osteoblast activity and bone matrix synthesis. When the level of these hormones decreases due to aging, it causes a reduction in bone deposition. As a result, bone resorption by osteoclasts...
6.8K
Hormones and Bone Tissue
4.2K
The endocrine system produces and secretes hormones, which interact with the skeletal system. These hormones control bone growth, maintain bone once it is formed, and remodel it.
Hormones That Influence Osteoblasts and/or Maintain the Matrix
Several hormones are necessary for controlling bone growth and maintaining the bone matrix. The pituitary gland secretes growth hormone (GH), which, as its name implies, controls bone growth. This happens in several ways: first, it triggers chondrocyte...
Hormones That Influence Osteoblasts and/or Maintain the Matrix
Several hormones are necessary for controlling bone growth and maintaining the bone matrix. The pituitary gland secretes growth hormone (GH), which, as its name implies, controls bone growth. This happens in several ways: first, it triggers chondrocyte...
4.2K
Human Genetics
1.8K
Human genetics provides a profound framework for understanding the interplay between genetic predispositions and human psychology. At the heart of this discipline lies the study of how genes influence physical traits, behaviors, and susceptibility to diseases. Each person carries a unique genetic code that subtly or significantly shapes their psychological and behavioral landscape.
The complex relationship between genetics and psychology is observable through common biological components such...
The complex relationship between genetics and psychology is observable through common biological components such...
1.8K
