Integrating multi-omics and machine learning to explore the role of amino acid metabolism in intervertebral disk degeneration - Scorecard - MDSpire

Integrating multi-omics and machine learning to explore the role of amino acid metabolism in intervertebral disk degeneration

  • By

  • Xusheng Li

  • Ahmad Nazrun Shuid

  • Mohd Fairudz Mohd Miswan

  • Xiao Zhang

  • Wenbo Gu

  • Donghui Cao

  • Jungang Wang

  • Ziyang Jiang

  • Haifeng Yuan

  • May 13, 2026

  • 0 min

Share

Clinical Scorecard: Combining Multi-Omics Approaches and Machine Learning to Investigate Amino Acid Metabolism's Impact on Intervertebral Disk Degeneration

At a Glance

CategoryDetail
Condition
Key MechanismsAmino acid metabolic reprogramming and immune infiltration in the context of IDD.
Target Population
Care Setting

Key Highlights

  • additional_context

Guideline-Based Recommendations

Diagnosis

    Management

      Monitoring & Follow-up

      • I
      • n
      • c
      • l
      • u
      • d
      • e
      • s
      • p
      • e
      • c
      • i
      • f
      • i
      • c
      • b
      • i
      • o
      • m
      • a
      • r
      • k
      • e
      • r
      • s
      • f
      • o
      • r
      • t
      • r
      • a
      • c
      • k
      • i
      • n
      • g
      • d
      • i
      • s
      • e
      • a
      • s
      • e
      • p
      • r
      • o
      • g
      • r
      • e
      • s
      • s
      • i
      • o
      • n
      • i
      • n
      • I
      • D
      • D
      • p
      • a
      • t
      • i
      • e
      • n
      • t
      • s
      • .

      Risks

        Patient & Prescribing Data

        Patients with intervertebral disc degeneration

        Targeting metabolic pathways may provide new therapeutic avenues

        Clinical Best Practices

        • integration

        Related Resources & Content

        Original Source(s)

        Integrating multi-omics and machine learning to explore the role of amino acid metabolism in intervertebral disk degeneration

        • by Xusheng Li, Ahmad Nazrun Shuid, Mohd Fairudz Mohd Miswan, Xiao Zhang, Wenbo Gu, Donghui Cao, Jungang Wang, Ziyang Jiang, Haifeng Yuan

        • May 13, 2026

        Related Content

        Rehab May Improve Function in AS

        Supervised rehabilitation and exercise-based therapies may improve function, pain, and bone health in ankylosing spondylitis, according to a new review.

        Is “Against Medical Advice” Still Defensible?

        A Viewpoint calls for more dignifying, harm-reduction–oriented hospital discharges for patients with OUD.

        Editorial: Enhanced recovery after vascular surgery: state of the art and future perspectives