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Updated: Jun 13, 2026

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
Published on: April 12, 2021
Evaluation of the malnutrition-inflammation score in kidney transplant recipients
Miklos Zsolt Molnar1, Andras Keszei, Maria Eszter Czira
1Department of Transplantation and Surgery, Semmelweis University, Budapest, Hungary; Institute of Behavioral Sciences, Semmelweis University, Budapest, Hungary. molnar@medformol.hu
Background:
Chronic protein-energy wasting, termed malnutrition-inflammation complex syndrome, is frequent in patients with chronic kidney disease and is associated with anemia, morbidity, and mortality in patients on maintenance dialysis therapy. The Malnutrition-Inflammation Score (MIS) recently has been developed and validated in dialysis patients.
Study Design:
Observational cross-sectional study.
Setting & Participants:
993 prevalent kidney transplant recipients.
Predictor:
MIS computed from change in body weight, dietary intake, gastrointestinal symptoms, functional capacity, comorbid conditions, decreased fat store/Systemic Global Assessment, signs of muscle wasting/Systemic Global Assessment, body mass index, serum albumin level, and serum transferrin level.
Outcomes:
Markers of inflammation and malnutrition, including serum C-reactive protein, interleukin 6, tumor necrosis factor alpha, serum leptin, prealbumin, body mass index, and abdominal circumference. The relationship was modeled by using structural equation models.
Results:
Mean age was 51 +/- 13 years, 57% were men, and 21% had diabetes. Median time from transplant was 72 months. MIS significantly correlated with abdominal circumference (r = -0.144), serum C-reactive protein level (r = 0.094), serum interleukin 6 level (r = 0.231), and serum tumor necrosis factor alpha level (r = 0.102; P < 0.01 for all). A structural equation model with 2 latent variables (malnutrition and inflammation factor) showed good fit to the observed data.
Limitations:
Single-center study, lack of information about vascular access, presence of nonfunctioning kidney transplant, relatively high refusal rate.
Conclusions:
Our results confirm that MIS reflects both energy-protein wasting and inflammation in kidney transplant recipients. This simple instrument appears to be a useful tool to assess the presence of protein-energy wasting in this patient population.
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