TY - JOUR
T1 - Circulating Free Fatty Acid and Phospholipid Signature Predicts Early Rapid Kidney Function Decline in Patients With Type 1 Diabetes
AU - Afshinnia, Farsad
AU - Rajendiran, Thekkelnaycke M.
AU - He, Chenchen
AU - Byun, Jaeman
AU - Montemayor, Daniel
AU - Darshi, Manjula
AU - Tumova, Jana
AU - Kim, Jiwan
AU - Limonte, Christine P.
AU - Miller, Rachel G.
AU - Costacou, Tina
AU - Orchard, Trevor J.
AU - Ahluwalia, Tarunveer S.
AU - Rossing, Peter
AU - Snell-Bergeon, Janet K.
AU - de Boer, Ian H.
AU - Natarajan, Loki
AU - Michailidis, George
AU - Sharma, Kumar
AU - Pennathur, Subramaniam
N1 - Publisher Copyright:
© 2021, American Diabetes Association Inc.. All rights reserved.
PY - 2021/9
Y1 - 2021/9
N2 - OBJECTIVES Patients with type 1 diabetes (T1D) exhibit modest lipid abnormalities as mea-sured by traditional metrics. This study aimed to identify lipidomic predictors of rapid decline of kidney function in T1D. RESEARCH DESIGN AND METHODS In a case-control study, 817 patients with T1D from three large cohorts were ran-domly split into training and validation subsets. Case was defined as >3 mL/min/ 1.73 m2 per year decline in estimated glomerular filtration rate (eGFR), while control was defined as <1 mL/min/1.73 m2 per year decline over a minimum 4-year follow-up. Lipids were quantified in baseline serum samples using a targeted mass spectrometry lipidomic platform. RESULTS At individual lipids, free fatty acid (FFA)20:2 was directly and phosphatidylcholine (PC)16:0/22:6 was inversely and independently associated with rapid eGFR decline. When examined by lipid class, rapid eGFR decline was characterized by higher abundance of unsaturated FFAs, phosphatidylethanolamine (PE)-Ps, and PCs with an unsaturated acyl chain at the sn1 carbon, and by lower abundance of saturated FFAs, longer triacylglycerols, and PCs, PEs, PE-Ps, and PE-Os with an unsaturated acyl chain at the sn1 carbon at eGFR $90 mL/min/1.73 m2 . A multili-pid panel consisting of unsaturated FFAs and saturated PE-Ps predicted rapid eGFR decline better than individual lipids (C-statistic, 0.71) and improved the C-statistic of the clinical model from 0.816 to 0.841 (P 5 0.039). Observations were confirmed in the validation subset. CONCLUSIONS Distinct from previously reported predictors of GFR decline in type 2 diabetes, these findings suggest differential incorporation of FFAs at the sn1 carbon of the phospholipids’ glycerol backbone as an independent predictor of rapid GFR decline in T1D.
AB - OBJECTIVES Patients with type 1 diabetes (T1D) exhibit modest lipid abnormalities as mea-sured by traditional metrics. This study aimed to identify lipidomic predictors of rapid decline of kidney function in T1D. RESEARCH DESIGN AND METHODS In a case-control study, 817 patients with T1D from three large cohorts were ran-domly split into training and validation subsets. Case was defined as >3 mL/min/ 1.73 m2 per year decline in estimated glomerular filtration rate (eGFR), while control was defined as <1 mL/min/1.73 m2 per year decline over a minimum 4-year follow-up. Lipids were quantified in baseline serum samples using a targeted mass spectrometry lipidomic platform. RESULTS At individual lipids, free fatty acid (FFA)20:2 was directly and phosphatidylcholine (PC)16:0/22:6 was inversely and independently associated with rapid eGFR decline. When examined by lipid class, rapid eGFR decline was characterized by higher abundance of unsaturated FFAs, phosphatidylethanolamine (PE)-Ps, and PCs with an unsaturated acyl chain at the sn1 carbon, and by lower abundance of saturated FFAs, longer triacylglycerols, and PCs, PEs, PE-Ps, and PE-Os with an unsaturated acyl chain at the sn1 carbon at eGFR $90 mL/min/1.73 m2 . A multili-pid panel consisting of unsaturated FFAs and saturated PE-Ps predicted rapid eGFR decline better than individual lipids (C-statistic, 0.71) and improved the C-statistic of the clinical model from 0.816 to 0.841 (P 5 0.039). Observations were confirmed in the validation subset. CONCLUSIONS Distinct from previously reported predictors of GFR decline in type 2 diabetes, these findings suggest differential incorporation of FFAs at the sn1 carbon of the phospholipids’ glycerol backbone as an independent predictor of rapid GFR decline in T1D.
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U2 - 10.2337/DC21-0737
DO - 10.2337/DC21-0737
M3 - Article
C2 - 34244329
AN - SCOPUS:85115449317
SN - 0149-5992
VL - 44
SP - 2098
EP - 2106
JO - Diabetes care
JF - Diabetes care
IS - 9
ER -