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. 2010 Aug 16;59(11):2817–2825. doi: 10.2337/db10-0585

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© 2010 by the American Diabetes Association.

Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. See http://creativecommons.org/licenses/by-nc-nd/3.0/ for details.

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FIG. 5. — Clustering of fat mass loss profiles in obese subjects and relation with scWAT fibrosis. A: Individual fat mass changes at 3, 6, and 12 months after surgery were clustered using a recently implemented k-means algorithm dedicated to longitudinal data. The panel shows individual fat mass changes expressed as change at 3, 6, or 12 month/time 0 values. Three clusters were built. A, B, and C are the mean of fat-mass changes in each clustered group. B: Mean of scWAT total fibrosis or pericellular fibrosis in each clustered group, A, B, and C. Pericellular fibrosis is significantly more abundant in cluster C compared with A and B. *P = 0.01 **P = 0.001.