PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
February 19, 2026Nutrients0 citationsOpen Access

Evaluating a Clinical Decision Support System for Optimizing Total Parenteral Nutrition in Adult Oncology Patients

AFAlexandra FoscolouUniversity of PeloponneseCKChristina KostaraUniversity of IoanninaAGAristea GioxariUniversity of Peloponnese

Key Points

  • To quantify discrepancies between CDSS-generated total parenteral nutrition prescriptions and actual formulation compositions in oncology patients.
  • Conducted a cross-sectional study with 40 hospitalized adult oncology patients prescribed TPN.
  • Used clinical decision support system (CDSS) data to calculate individual nutritional needs.
  • Identified closest standardized ready-to-use TPN formulations based on calculated needs.
  • Compared CDSS-calculated nutritional requirements with actual ready-to-use TPN formulations.
  • Daily macronutrient needs were fully met by ready-to-use TPN.
  • Micronutrient intake was generally insufficient, requiring supplementation: amino acids +21.1%, lipids +8.4%, phosphorus +32.5%.
  • Sodium, potassium, and calcium were under-supplied, with significant deficits: Na -30.5%, K -50.6%, Ca -51.7%.

Abstract

Background/Objectives: In oncology patients, total parenteral nutrition (TPN) prescriptions are complex and depend on individual nutritional and clinical status. Prescriptions for TPN solutions often result in over- or under-dosing of specific nutrients, due to the large number of ingredients and formulation-related constraints. Clinical support decision systems (CDSSs) may assist clinicians in complex decision-making processes. The aim of this study was to quantify discrepancies between CDSS TPN prescriptions and ready-to-use PN formulation compositions administered in routine clinical practice. Methods: In this cross-sectional study, 40 hospitalized adult oncology patients who were prescribed TPN were recruited. CDSS data was used to calculate individual nutritional needs (i.e., fluids, micro-/macronutrients, and electrolytes) and utilized to identify the closest available standardized ready-to-use TPN formula corresponding to those needs. The algorithm created by the use of the CDSS was based on evidence-based equations from ASPEN. We compared the CDSS-calculated nutritional needs with the ready-to-use TPN formula and identified nutrients that had to be added to the TPN solution bag. Results: The daily needs of all macronutrients were fully covered by the ready-to-use TPN, while actual intake of micronutrients, except for phosphorus (P), was insufficient and had to be supplemented in the TPN bag (amino acids: +21.1%, p < 0.001; lipids: +8.4%, p = 0.023; P: +32.5% p = 0.001; Na: −30.5%, p < 0.001; K: −50.6% (p < 0.001); Ca: −51.7%, p < 0.001). Conclusions: The use of the CDSS tool could facilitate PN prescriptions by indicating the most suitable standardized commercial PN solutions to support patients’ nutritional needs and help physicians assess the patient’s additional needs.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Foscolou et al. (2026) studied this question.

synapsesocial.com/papers/6996a798ecb39a600b3ed5e9https://doi.org/10.3390/nu18040640
Ask AI
Helpful
Bookmark
Share
View Full Paper