Here is a focused summary of the recent literature on ultrasound measurements of the quadriceps in the ICU:
USG Measurements of Quadriceps Muscle in the ICU
What Parameters Are Measured
The three most commonly used ultrasound parameters across studies are:
| Parameter | Abbreviation | Description |
|---|
| Rectus femoris cross-sectional area | RF-CSA | Ellipse traced around RF muscle; best reflects overall muscle volume |
| Quadriceps muscle layer thickness | QMLT | Combined thickness of RF + vastus intermedius; most practical bedside measure |
| Rectus femoris thickness | RF-MT | Perpendicular thickness of RF alone |
Additional parameters in some studies: vastus intermedius thickness alone (VI-MT), pennation angle, fascicle length, echogenicity (muscle quality/myosteatosis marker).
Key Articles - Organized by Focus
Methodology & Standardization
Venco et al. Ann Intensive Care. 2024 - PMID 39443352 - Systematic review + meta-analysis (66 studies, 3,839 patients)
This is the most comprehensive methodological reference available.
- RF-CSA was used in 33/66 studies, QMLT in 32/66, RF thickness alone in 19/66
- Pooled RF-CSA at ICU admission: 2.83 cm² (95% CI: 2.29-3.37), but with extreme heterogeneity (I² = 98.43%)
- Higher age, higher BMI, more distal landmark placement, and probe compression all significantly reduced measured values
- Anatomical landmarks varied widely between studies - some measured at the midpoint of the anterior thigh, others at fixed distances from the patella or ASIS
- Conclusion: standardization of landmark, patient position, and probe compression is urgently needed before values can be compared across centres
Lima et al. Clin Nutr. 2024 - PMID 38016244 - Scoping review (107 studies)
- Rectus femoris thickness measured in 67.9% of studies, RF-CSA in 54.3%, vastus intermedius thickness in 40.2%
- Muscle quality parameters (echogenicity, pennation angle, fascicle length) used in a minority of studies
- 76.1% of studies performed serial measurements; 70.3% found significant muscle quantity depletion during ICU stay
- Lack of protocol standardization remains the main barrier to translating findings into clinical practice
Muscle Loss Quantification
Lopes et al. J Crit Care. 2025 - PMID 39427571 - Prospective cohort, 128 patients, 3 ICUs
- Measured RFCSA and QMLT on days 1, 3, and 7
- QMLT fell 5% by day 3 and 13% by day 7
- RFCSA fell 10% by day 3 and 27% by day 7 - CSA is more sensitive to early loss
- Lower caloric and protein intake correlated with greater muscle loss in the first 3 days
- QMLT reduction significantly predicted 28-day mortality: adjusted OR 1.088 per 0.1 cm reduction (95% CI: 1.018-1.113, p = 0.015)
- An 8.8% increase in odds of death per 0.1 cm reduction in QMLT
Mendes et al. Nutr Clin Pract. 2023 - PMID 36566358 - Prospective, 88 patients, cardiology ICU
- Serial RF thickness at 48h (baseline) and day 7
- Mean 13.5% reduction in RF thickness over 7 days (p < 0.001)
- No change in thigh circumference - confirming ultrasound detects muscle loss more sensitively than anthropometry
- Greater loss in patients on mechanical ventilation, sedation, and in non-survivors
- Malnourished and eutrophic patients lost more muscle than overweight patients
Buitrago et al. Ultrasound J. 2024 - PMID 38345655 - Post-cardiac surgery ICU, 31 patients, daily follow-up to day 7
- 16% reduction in RF-CSA (p = 0.002) and 24% reduction in pennation angle (p = 0.025)
- RF thickness, VI thickness, fascicle length changes were not statistically significant
- No association found between muscle loss and ICU LOS or 28-day mortality in this specific surgical cohort
Predicting ICU-Acquired Weakness (ICU-AW)
Chaves et al. J Ultrasound. 2025 - PMID 40261598 - Prospective, 43 patients, measurements on days 1, 3, 5
- Measured femoral CSA and femoral + vastus intermedius thickness (F+VIth) combined
- ICU-AW defined as MRC sum score < 48 at discharge; occurred in 28% of patients
- ICU-AW patients had significant reduction in F-CSA from day 1 to day 5 (p < 0.001)
- Day 1 F+VIth: AUC 0.82 for predicting ICU-AW - better discriminator than F-CSA alone (AUC 0.72)
- Key finding: low baseline muscle mass at admission (not the rate of subsequent loss) was the stronger predictor of ICU-AW, alongside high SOFA score
Post-ICU Trajectory
Sundstrom Rehal et al. Clin Nutr. 2025 - PMID 41027230 - Prospective cohort, 42 patients, serial QMLT from ICU discharge to hospital discharge
- After ICU discharge, group-level QMLT did not decline significantly - the major wasting phase occurs during the ICU stay itself
- Subgroup analysis: patients with poor nutritional intake and female sex continued to lose muscle after ICU discharge
- Physical function (MRC, grip strength) improved over time post-discharge
- Female sex and longer ICU LOS were predictors of impaired physical recovery
Reliability / Inter-rater Agreement
Gonzalez-Seguel et al. Ren Fail. 2025 - PMID 40069097 - ICU patients with AKI on CRRT
- Assessed inter-rater reliability of muscle ultrasound performed by multidisciplinary novice sonographers (not specialist radiologists)
- Supports feasibility of task-shifting muscle USG to physiotherapists and nurses after brief training
Summary of Practical Points from the Literature
| Issue | Evidence |
|---|
| Best single parameter | QMLT (RF + VI combined) - practical, reproducible, predicts mortality |
| Timing | Day 1-2 as baseline, day 5-7 for wasting assessment; greatest loss in first week |
| Magnitude of loss | 8-27% depending on parameter and population; RF-CSA most sensitive |
| Landmark | Midpoint of anterior thigh (between ASIS and patella) most common, but not universal |
| Probe compression | Must be minimized or standardized - compresses muscle and underestimates thickness |
| Baseline mass vs. rate of loss | Low admission muscle mass predicts ICU-AW more strongly than rate of subsequent wasting |
| Thigh circumference | Not sensitive enough - does not detect early muscle loss; ultrasound superior |
| Standardization gap | Major ongoing problem - heterogeneity in landmark, position, compression prevents cross-study comparison |