Novel Algorithm to Estimate Fat-Free Muscle Volumes in Women Using the Urinary Deuterated-Creatine Dilution Method.

Muscle mass declines after menopause and is a key risk factor for frailty, falls and poor physical function as women age. The deuterated creatine (D 3Cr) dilution method provides a direct assessment of muscle mass, but its accuracy in Asian women has not been evaluated.

Our aim was to develop a new D 3Cr algorithm incorporating anthropomorphic variables that can estimate fat-free muscle mass, using magnetic resonance imaging (MRI) as the reference standard. The Integrated Women's Health Programme (IWHP) enrolled 1201 healthy community-dwelling women, aged 45-69โ€‰years at baseline, who attended gynaecological clinics from 2014 to 2016.

Between February 2021 and July 2023, 894 participants were recontacted, and 451 of the respondents agreed to ingest 30โ€‰mg of D 3Cr and had available MRI measurements of fat-free thigh and erector spinae volumes. Urinary levels of creatine, creatinine and D 3-creatinine levels were measured by tandem mass spectrometry 4โ€‰days after ingestion of D 3Cr.

Muscle mass was estimated using the two D 3Cr algorithms (D 3Cr original and D 3Cr modified) in current use and a newly developed algorithm (D 3Cr Ht-Wt) incorporating anthropometric variables that estimate fat-free muscle volumes. Pearson's correlation analyses were used to compare the performances of the D 3Cr algorithms with MRI.

Bland-Altman analysis was used to ascertain agreement between D 3Cr Ht-Wt and MRI. Participants (nโ€‰=โ€‰451, mean age 62.6โ€‰ยฑโ€‰5.9) were randomly divided into training (nโ€‰=โ€‰367) and validation (nโ€‰=โ€‰84) cohorts.

In the training cohort, stepwise multivariable regression modelling indicated that age (ฮฒโ€‰=โ€‰-0.011, pโ€‰=โ€‰0.076) and ethnicity (ฮฒโ€‰=โ€‰0.154, pโ€‰=โ€‰0.317 [Indian]; ฮฒโ€‰=โ€‰-0.012, pโ€‰=โ€‰0.942 [Malay] compared to Chinese) were not associated with fat-free muscle volumes. In the final model, D 3Cr-determined creatine pool size (ฮฒโ€‰=โ€‰0.032, pโ€‰<โ€‰0.001), body weight (ฮฒโ€‰=โ€‰0.030, pโ€‰<โ€‰0.001) and height (ฮฒโ€‰=โ€‰4.336, pโ€‰<โ€‰0.001) were independently associated with fat-free muscle volumes and were incorporated into a new algorithm (D 3Cr Ht-Wt).

In a separate validation cohort, muscle volumes estimated using the D 3Cr Ht-Wt algorithm (Rโ€‰=โ€‰0.813) had a higher correlation with MRI-measured fat-free muscle volumes than both D 3Cr original (Rโ€‰=โ€‰0.672) and D 3Cr modified (Rโ€‰=โ€‰0.692) algorithms. Bland-Altman analysis indicated a low bias of 0.112โ€‰L and limits of agreement of -0.969โ€‰L to +1.190โ€‰L.

Muscle volumes estimated with the D 3Cr Ht-Wt algorithm had high correlation and agreement with MRI-measured fat-free muscle volumes. The convenience of the D 3Cr method for participants suggests its potential to be a clinically relevant method for assessing fat-free muscle volumes in sarcopenia studies.

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