# Differential associations of subcutaneous and visceral fat with bone turnover markers: A study on bariatric surgery patients with severe obesity and individuals without obesity

**Authors:** Prince Dadson, Eleni Rebelos, Maria K. Jaakkola, Milena Monfort-Pires, Ronja Ojala, Henri Honka, Kari K. Kalliokoski, Riku Klén, Pirjo Nuutila, Kaisa K. Ivaska

PMC · DOI: 10.1038/s41366-025-01888-1 · International Journal of Obesity (2005) · 2025-08-26

## TL;DR

This study explores how different types of body fat affect bone markers in obese patients who undergo bariatric surgery and non-obese controls.

## Contribution

The study reveals distinct associations between specific visceral fat compartments and bone turnover markers after different types of bariatric surgery.

## Key findings

- After sleeve gastrectomy, femoral subcutaneous fat was inversely associated with carboxylated osteocalcin levels.
- After gastric bypass, intraperitoneal and total visceral fat were linked to total osteocalcin and inversely linked to undercarboxylated osteocalcin.

## Abstract

Obesity suppresses bone turnover markers (BTMs) in circulation, and weight loss after metabolic and bariatric surgery (MBS) increases BTM levels. However, the relationship between regional fat distribution and BTMs has not been thoroughly investigated. This study aimed to determine which specific fat compartments - namely abdominal and femoral subcutaneous fat (SF), intraperitoneal fat, extraperitoneal fat, and total visceral fat (VF) - have the greatest impact on circulating BTM levels following weight loss induced by MBS.

The study comprised a cohort of individuals with severe obesity (n = 46) studied before and 6 months after MBS, either sleeve gastrectomy (SG, n = 25) or Roux-en-Y gastric bypass (RYGB, n = 21). Healthy individuals without obesity (n = 25) served as controls. Regional fat depots were quantified with magnetic resonance imaging. The BTMs included Tartrate-Resistant Acid Phosphatase 5b, C-terminal Telopeptide of Type I Collagen (CTX), Procollagen Type I N-terminal Propeptide (PINP), and Total (TotalOC), Carboxylated (cOC), and Undercarboxylated (ucOC) osteocalcin.

In the pooled baseline analysis, no significant associations were observed between fat depots and BTMs (all p > 0.05). Postoperatively, distinct patterns emerged between surgical groups. In the SG cohort, femoral SF was inversely associated with cOC levels (p < 0.05) compared to the RYGB group. Following RYGB, extraperitoneal, intraperitoneal, and total VF were significantly associated with TotalOC, while intraperitoneal and total VF were also negatively associated with ucOC (all p < 0.05) compared to SG. All p-values were adjusted for false discovery rate to correct for multiple comparisons.

The findings suggest a specific interaction between intraperitoneal, extraperitoneal, and total visceral compartments and bone metabolism following RYGB. These observed relationships highlight the need for clinicians to consider regional fat distribution when assessing bone health in post-MBS patients.

NCT00793143 and NCT01373892.

## Linked entities

- **Diseases:** obesity (MONDO:0011122)

## Full-text entities

- **Genes:** ACP5 (acid phosphatase 5, tartrate resistant) [NCBI Gene 54] {aka HPAP, TRACP5a, TRACP5b, TRAP, TRAcP, TrATPase}, BGLAP (bone gamma-carboxyglutamate protein) [NCBI Gene 632] {aka BGP, OC, OCN}, CYP27A1 (cytochrome P450 family 27 subfamily A member 1) [NCBI Gene 1593] {aka CP27, CTX, CYP27}
- **Diseases:** Obesity (MESH:D009765), weight loss (MESH:D015431)
- **Chemicals:** Roux (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

1 references — full list in the complete paper: https://tomesphere.com/paper/PMC12634438/full.md

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Source: https://tomesphere.com/paper/PMC12634438