# New insights in fluid monitoring for surgical patients. A concept study

**Authors:** Audrius Andrijauskas, Povilas Andrijauskas, Darius Dilijonas, Tomas Jovaiša, Vaidotas Marozas, Edgaras Stankevičius, Axel Kerroum, Darius Čincikas, Saulė Švedienė, Giedrius Kvederas, Narūnas Porvaneckas, Christer Svensen

PMC · DOI: 10.3389/fmedt.2025.1619238 · Frontiers in Medical Technology · 2025-07-21

## TL;DR

This study explores how red cell mass and plasma dilution relate during surgery, using noninvasive methods to guide fluid management and prevent edema.

## Contribution

The study confirms a correlation between equilibrated hematocrit and plasma dilution, supporting noninvasive fluid monitoring using PPG-based hemoglobin estimates.

## Key findings

- aPD decreased as EQ_Hct decreased below 40%, with weak positive correlation (Spearman's 0.1025, p < 0.001).
- Non-invasive cPD showed weak negative correlation with EQ_Hct (Spearman's 0.0640, p = 0.0149).
- ACDSS-guided fluid loading may minimize unnecessary fluid accumulation.

## Abstract

This study evaluates the primary hypothesis of red cell mass (RCM) dependent amplitude of homeostatically acceptable limits of fluctuation in plasma dilution by exploring the correlation between RCM-specific equilibrated hematocrit (EQ_Hct) and amplitude of plasma dilution during perioperative mini Volume Loading Test (mVLT).

We retrospectively analyzed data from our previous RCTs, including 1,651 invasive arterial plasma dilution (aPD), 1,645 noninvasive “capillary” plasma dilution (cPD) and 236 estimates of EQ_Hct from 236 perioperative mVLT sessions. The cPD was estimated using noninvasive hemoglobin (SpHb, Masimo Radical 7, Irvine, CA) measurement. Fixed number of crystalloid boluses was used in 36 and 48 elective total knee arthroplasty (TKA) patients, and individualized number of boluses in 34 total hip arthroplasty (THA) patients for whom the number of boluses depended on the advices by our prototype automated clinical decision support system (ACDSS).

The primary hypothesis was confirmed—aPD decreased as EQ_Hct decreased when EQ_Hct <40%, and a very weak positive correlation was found between EQ_Hct and absolute aPD (Spearman's correlation coefficient 0.1025, p < 0.001). It was also confirmed when non-invasive data sets were used. A very weak negative correlation between HctEQ values and absolute cPD values (Spearman's correlation coefficient 0.0640, p = 0.0149).

This study points to the feasibility of Photoplethysmography (PPG) based estimates of hemoglobin concentration for continuous noninvasive monitoring of fluid accumulation and detecting imminent edema using the Homeostatic Blood States (HBS) theory and transcapillary reflux model. The ACDSS-guided fluid loading has a potential to minimise unnecessary fluid accumulation. Further research is needed to explore and improve these techniques.

## Full-text entities

- **Diseases:** THA (MESH:D025981), death (MESH:D003643), postoperative (MESH:D019106), hypovolemia (MESH:D020896), HBS (MESH:D006402), arrhythmias (MESH:D001145), DD (MESH:C536170), cerebrovascular accidents (MESH:D020521), Edema (MESH:D004487), AKI (MESH:D058186), blood loss (MESH:D016063), critically ill (MESH:D016638), TKA (MESH:D007718), trauma (MESH:D014947), PD (MESH:C566872), hypoxia (MESH:D000860), overhydration (MESH:D014869), dehydrated (MESH:D003681), bleeding (MESH:D006470), thrombosis (MESH:D013927)
- **Chemicals:** water (MESH:D014867), SpHb (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12318955/full.md

## References

42 references — full list in the complete paper: https://tomesphere.com/paper/PMC12318955/full.md

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Source: https://tomesphere.com/paper/PMC12318955