Integration of multiple omics reveals key targets and cellular mechanisms for intervention in sarcopenia

Zhu Zhu1, Wenji Wang2, Qi Zhang2

  • 1Department of geriatrics, Shanghai Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China.

Abstract

Insights

This study identifies six key plasma proteins causally linked to sarcopenia, offering new therapeutic targets. These findings advance precision medicine for age-related muscle decline through integrated omics and cellular analysis.

Area of Science:

  • Genetics and Omics
  • Aging Research
  • Immunology

Background:

  • Sarcopenia, characterized by age-related loss of muscle mass and function, poses a significant global health challenge with limited treatment options.
  • Current therapeutic strategies for sarcopenia are insufficient, necessitating the identification of novel, mechanistically informed targets.

Purpose of the Study:

  • To integrate genomic causality, multi-tissue omics, and cellular mediation analyses to identify and prioritize therapeutic targets for sarcopenia.
  • To establish a causal framework linking plasma proteins to sarcopenia pathophysiology.

Main Methods:

  • Two-sample Mendelian randomization (MR) was used to investigate causal relationships between 4907 plasma proteins and sarcopenia traits in a large cohort.
  • Bayesian colocalization and transcriptomic validation in muscle biopsies were performed to prioritize potential therapeutic targets.
  • Cellular mediation analysis quantified the role of immune and stromal cells in protein-trait pathways using transcriptomic deconvolution.

Main Results:

  • Mendelian randomization identified 1237 plasma proteins causally associated with sarcopenia traits.
  • Six proteins (HGFAC, GATM, HMOX2, F2, LMAN2L, HPGDS) were validated as potential targets through colocalization, expression data, and disease association.
  • Cellular mediation highlighted immune mechanisms, with CD4+ regulatory T cells mediating a portion of HGFAC's effect on sarcopenia.

Conclusions:

  • This study provides a causal map linking plasma proteins to sarcopenia, emphasizing immune-stromal interactions.
  • Six prioritized proteins serve as actionable targets, suggesting repurposing of thrombin inhibitors and development of immunometabolic therapies.
  • The integrated framework advances precision strategies for combating age-related muscle decline by connecting genomic insights to cellular mechanisms.

Related Concept Videos

PI3K/mTOR/AKT Signaling Pathway01:22

PI3K/mTOR/AKT Signaling Pathway

The mammalian target of rapamycin  (mTOR) is a serine/threonine kinase that regulates growth, proliferation, and cell survival in response to hormones, growth factors, or nutrient availability. This kinase exists in two structurally and functionally distinct forms: mTOR complex 1  (mTORC1) and mTOR complex 2  (mTORC2). The first form (mTORC1) is composed of a rapamycin-sensitive Raptor and proline-rich Akt substrate, PRAS40. In contrast,  mTORC2 consists of a...
5.3K
mTOR Signaling and Cancer Progression03:03

mTOR Signaling and Cancer Progression

The mammalian target of rapamycin or mTOR protein was discovered in 1994 due to its direct interaction with rapamycin. The protein gets its name from a yeast homolog called TOR. The mTOR protein complex in mammalian cells plays a major role in balancing anabolic processes such as the synthesis of proteins, lipids, and nucleotides and catabolic processes, such as autophagy in response to environmental cues, such as availability of nutrients and growth factors.
The mTOR pathway or the...
4.6K
Mitochondria01:37

Mitochondria

Mitochondria are eukaryotic cellular organelles that are known to produce energy through a process called oxidative phosphorylation. Besides their primary function, mitochondria are involved in various cellular processes, including cell growth, differentiation, signaling, metabolism, and senescence. Age-related changes cause a decline in mitochondrial quality and integrity due to increased mitochondrial mutations and oxidative damage. Thus, aging can severely impact mitochondrial functions,...
19.5K
Regulation of Metabolism01:19

Regulation of Metabolism

Cellular needs and conditions vary from cell to cell and change within individual cells over time. For example, the required enzymes and energetic demands of stomach cells are different from those of fat storage cells, skin cells, blood cells, and nerve cells. Furthermore, a digestive cell works much harder to process and break down nutrients during the time that closely follows a meal compared with many hours after a meal. As these cellular demands and conditions vary, so do the amounts and...
11.3K
The Effect of Aging on Tissues01:19

The Effect of Aging on Tissues

Several body functions deteriorate with age. The external signs of aging are easily identifiable. For example, the skin becomes dry, less elastic, and thins out, forming wrinkles. The skin of the face begins to appear looser due to a decrease in the levels of elastic and collagen fibers in the connective tissue. Additionally, melanin production in the hair follicle decreases with age, resulting in gray hair. Moreover, the senses of sight and hearing decline, so glasses and hearing aids may...
3.1K
Protein Networks02:26

Protein Networks

An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
4.5K