Effectiveness of High-Protein Energy-Dense Oral Supplements on Patients with Malnutrition Using Morphofunctional Assessment with AI-Assisted Muscle Ultrasonography: A Real-World One-Arm Study

Nutrients. 2024 Sep 17;16(18):3136. doi: 10.3390/nu16183136.

Abstract

Background: User-friendly tools for assessing nutrition status and interventions in malnourished patients are crucial. This study evaluated the effectiveness of a personalised nutrition intervention using a novel oral nutritional supplement and AI-supported morphofunctional assessment to monitor clinical outcomes in patients with disease-related malnutrition (DRM). Methods: This prospective observational study involved patients receiving concentrated high-protein, high-calorie ONS (cHPHC-ONS), per usual clinical practice. Comprehensive assessments were performed at baseline (B0) and three months (M3) post-intervention. Results: 65 patients participated in the study. Significant decreases were observed in the percentage weight loss from B0 (-6.75 ± 7.5%) to M3 (0.5 ± 3.48%) (p < 0.01), in the prevalence of malnutrition (B0: 93.4%; M3: 78.9%; p < 0.01), severe malnutrition (B0: 60.7%; M3: 40.3%; p < 0.01), and sarcopenia (B0: 19.4%; M3: 15.5%; p < 0.04). Muscle area increased (p = 0.03), and there were changes in the echogenicity of the rectus femoris muscle (p = 0.03) from B0 to M3. In patients aged ≥60, an increase in muscle thickness (p = 0.04), pennation angle (p = 0.02), and handgrip strength (p = 0.04) was observed. There was a significant reduction in the prevalence of malnutrition (B0: 93.4%; M3: 78.9%; p < 0.01) and severe malnutrition (B0: 60.7%; M3: 40.3%; p < 0.01). Conclusions: In patients with DRM, a personalised intervention with cHPHC-ONS significantly reduces the prevalence of malnutrition, severe malnutrition, and sarcopenia and improves muscle mass and function.

Keywords: artificial intelligence; malnutrition; nutritional support; sarcopenia.

Publication types

  • Observational Study

MeSH terms

  • Administration, Oral
  • Aged
  • Aged, 80 and over
  • Dietary Proteins / administration & dosage
  • Dietary Supplements*
  • Female
  • Humans
  • Male
  • Malnutrition*
  • Middle Aged
  • Muscle, Skeletal / diagnostic imaging
  • Muscle, Skeletal / drug effects
  • Nutrition Assessment*
  • Nutritional Status
  • Prospective Studies
  • Sarcopenia* / diagnostic imaging
  • Treatment Outcome
  • Ultrasonography* / methods

Substances

  • Dietary Proteins