| Literature DB >> 29206339 |
Jarna C Hannukainen1, Riikka Lautamäki2, Jussi Pärkkä3, Marjatta Strandberg2, Virva Saunavaara4, Saija Hurme5, Minna Soinio6, Prince Dadson1, Kirsi A Virtanen4, Tove Grönroos7,8, Sarita Forsback1, Paulina Salminen9, Patricia Iozzo10, Pirjo Nuutila1,6.
Abstract
AIMS: To study myocardial substrate uptake, structure and function, before and after bariatric surgery, to clarify the interaction between myocardial metabolism and cardiac remodelling in morbid obesity.Entities:
Keywords: cardiac function; cardiac structure; myocardial free fatty acid uptake; myocardial glucose uptake; myocardial triglyceride content; positron emission tomography; type 2 diabetes
Mesh:
Year: 2018 PMID: 29206339 PMCID: PMC5888194 DOI: 10.1111/dom.13183
Source DB: PubMed Journal: Diabetes Obes Metab ISSN: 1462-8902 Impact factor: 6.577
Figure 1Study design. MRI, magnetic resonance imaging; MRS, magnetic resonance spectroscopy; CMRI, cardiac magnetic resonance imaging; MTGC, myocardial triglyceride content; PET, positron‐emission tomography; [18F]FDG, 2‐[18F]flouro‐2‐deoxy‐D‐glucose; MGU, myocardial glucose uptake; [18F]FTHA,14(R,S)‐[18F]fluoro‐6‐thia‐heptadecanoic acid; CT, computed tomography; MFAU, myocardial free fatty acid uptake; PFAU, pericardial fat free fatty acid uptake; VFAU, visceral adipose tissue free fatty acid uptake; SFAU, subcutaneous adipose tissue free fatty acid uptake; VOI, volumes of interest
Clinical and metabolic characteristics of the control and obese groups at baseline and 6 months after the bariatric surgery
| Baseline | Baseline | P | After surgery | After surgery | P | Time | Time | ||
|---|---|---|---|---|---|---|---|---|---|
| Control | Obese nT2D | Obese T2D | nT2D vs T2D | Obese nT2D | Obese T2D | nT2D vs T2D | |||
| Age, years | 45 (42‐50) | 42 (38‐45) | 49 (45‐53) |
| |||||
| Height, cm | 168 | 166 | 167 | 0.74 | |||||
| Weight, kg | 64.4 (61.5‐67.4) | 117.3 (112.6‐122.3) | 114.4 (108.6‐120.6) | 0.74 | 89.5 (85.0‐94.1) | 88.6 (83.2‐94.4) | 0.97 |
| 0.76 |
| BMI, kg/m2a | 22.9 (22.0‐23.8) | 42.6 (41.2‐44.1) | 41.0 (39.2‐42.9) | 0.36 | 32.6 (31.2‐34.1) | 31.7 (30.0‐33.6) | 0.74 |
| 0.82 |
| BSA, m‐ | 1.7 (1.7‐1.8) | 2.2 (2.2‐2.3) | 2.2 (2.1‐2.3) | 0.97 | 2.0 (1.9‐2.0) | 2.0 (1.9‐2.0) | 0.99 |
| 0.78 |
| WHR | 0.80 (0.76‐0.83) | 0.88 (0.85‐0.91) | 0.94 (0.90‐0.98) | 0.06 | 0.87 (0.84‐0.90) | 0.90 (0.87‐0.94) | 0.40 |
| 0.053 |
| Body fat, % | 31.8 (28.7‐34.6) | 50.6 (48.9‐52.2) | 48.4 (46.1‐50.5) | 0.25 | 43.4 (41.6‐45.2) | 41.7 (39.3‐44.0) | 0.48 |
| 0.50 |
| SAT, kg | 4.2 (3.8‐4.8) | 18.6 (16.9‐20.5) | 16.0 (14.1‐18.2) | 0.17 | 11.8 (10.4‐13.4) | 10.1 (8.5‐12.0) | 0.31 |
| 0.21 |
| VAT, kg | 0.9 (0.7‐1.2) | 3.4 (2.8‐4.1) | 4.0 (3.1‐5.1) | 0.58 | 1.8 (1.4‐2.2) | 2.4 (1.8‐3.3) | 0.20 |
| 0.46 |
| HR, bpm | 66 (62‐70) | 69 (65‐72) | 67 (63‐72) | 0.86 | 62 (58‐66) | 61 (56‐66) | 0.95 |
| 0.68 |
| RR systole, mm Hg | 129 (122‐135) | 127 (121‐134) | 138 (131‐146) | 0.06 | 126 (121‐131) | 129 (122‐135) | 0.79 |
| 0.06 |
| RR diastole, mm Hg | 81 (77‐84) | 85 (81‐88) | 87 (83‐91) | 0.64 | 80 (76‐83) | 81 (77‐86) | 0.87 |
| 0.70 |
|
| |||||||||
| Cholesterol, mmol/L | 4.7 (4.3‐5.0) | 4.3 (4.0‐4.6) | 4.3 (3.9‐4.6) | 0.97 | 4.1 (3.8‐4.4) | 4.3 (4.0‐4.7) | 0.54 | 0.60 | 0.36 |
| HDL, mmol/L | 1.9 (1.7‐2.0) | 1.3 (1.2‐1.4) | 1.2 (1.0‐1.3) | 0.33 | 1.5 (1.4‐1.6) | 1.4 (1.2‐1.5) | 0.43 |
| 0.53 |
| LDL, mmol/L | 2.5 (2.2‐2.8) | 2.5 (2.2‐2.7) | 2.4 (2.1‐2.8) | 0.95 | 2.2 (2.0‐2.5) | 2.4 (2.1‐2.8) | 0.48 | 0.22 | 0.29 |
| Triglyceride, mmol/L | 0.66 (0.57‐0.76) | 1.07 (0.94‐1.22 | 1.41 (1.18‐1.68) | 0.65 | 0.85 (0.74‐0.98) | 1.08 (0.91‐1.28) | 0.09 |
| 0.52 |
| FFA, mmol/L | 0.45 (0.39‐0.52) | 0.62 (0.54‐0.71) | 0.63 (0.63‐0.75) | 0.99 | 0.52 (0.48‐0.66) | 0.65 (0.49‐0.72) | 0.98 | 0.47 | 0.78 |
| Glucose, mmol/L | 5.33 (5.08‐5.59) | 5.65 (5.41‐5.90) | 7.20 (6.82‐7.61) |
| 5.14 (4.93‐5.35) | 5.68 (5.40‐5.97) |
|
|
|
| Insulin, mU/L | 4.7 (3.6‐6.1) | 11.1 (8.8‐14.1) | 17.3 (12.7‐23.4) | 0.07 | 5.6 (4.5‐7.1) | 8.1 (6.1‐10.6) | 0.12 |
| 0.39 |
| HbA1c, % | 5.64 (5.46‐5.81) | 5.62 (5.46‐5.78) | 6.44 (6.24‐6.65) |
| 5.38 (5.30‐5.51) | 5.73 (5.57‐5.88) |
|
|
|
| HOMA‐IR | 1.1 (0.8‐1.5) | 2.8 (2.1‐3.6) | 5.5 (3.9‐7.8) |
| 1.3 (1.0‐1.7) | 2.1 (1.5‐2.9) | 0.07 |
| 0.25 |
| Matsuda index | 14.2 (10.1‐20.0) | 5.8 (4.3‐7.9) | 3.8 (2.6‐5.6) | 0.21 | 11.6 (8.2‐16.3) | 8.5 (5.5‐13.2) | 0.52 |
| 0.73 |
| M‐value, μmol/min/kg | 40.3 (35.8‐44.8) | 14.2 (10.3‐18.0) | 10.1 (5.3‐14.9) | 0.38 | 25.3 (20.7‐29.9) | 20.2 (14.0‐25.9) | 0.35 |
| 0.76 |
|
| |||||||||
| CRP, mg/L | 0.59 (0.41‐0.85) | 3.40 (2.41‐4.81) | 2.69 (1.71‐4.24) | 0.69 | 1.03 (0.73‐1.47)( | 1.01 (0.65‐1.56) | 0.99 |
| 0.56 |
| TNFα, pg/mL | 3.44 (2.68‐4.41) | 4.35 (3.47‐5.46) | 6.30 (4.74‐8.37) | 0.11 | 4.27 (3.40‐5.38) | 6.14 (4.62‐8.18) | 0.13 | 0.41 | 0.65 |
| MCP‐1, pg/mL | 235 (179‐292) | 249 (199‐299) | 382 (319‐446) |
| 264 (219‐309) | 339 (282‐396) | 0.11 | 0.44 |
|
| IL‐6, pg/mL | 1.87 (1.32‐2.66) | 2.76 (2.10‐3.63) | 2.67 (1.94‐3.68) | 0.99 | 1.64 (1.24‐2.18) | 2.26 (1.57‐3.25) | 0.36 |
| 0.17 |
| IL‐8, pg/mL | 4.42 (3.82‐5.12) | 4.70 (4.11‐5.37) | 7.70 (6.51‐9.11) |
| 5.38 (4.49‐6.46) | 7.10 (5.68‐8.88) | 0.14 | 0.58 |
|
BMI, body mass index; BSA, body surface area; CRP, C‐reactive protein; FFA, free fatty acids; HbA1c, glycated haemoglobin; HOMA‐IR, homeostatic model assessment of insulin resistance; HR, heart rate; IL, interleukin 6; MCP‐1, monocyte chemoattractant protein‐1; M‐value, insulin‐stimulated whole‐body glucose uptake; RR, blood pressure; SAT, abdominal subcutaneous adipose tissue mass; T2D, type 2 diabetes; nT2D, without T2D; TNFα, tumour necrosis factor α; WHR, waist‐to‐hip ratio; VAT, visceral adipose tissue mass.
Data are mean and 95% confidence intervals. Statistically significant values are bolded.
***P < .001. **P < .01. *P < .05.
Non‐normally distributed variable.
Figure 2A, Intrathoracic fat mass and B, whole‐left ventricle (LV) myocardial triglyceride content (MTGC) in controls and all obese participants. *P < .05, **P < .01, ***P < .001 vs controls and †††P < .001 pre‐ vs post‐surgery. #Non‐normally distributed variable
Figure 3Myocardial (MFAU) (A) and pericardial fat free fatty acid (FFA) uptake (PFAU) (D) at fast and myocardial insulin‐stimulated glucose uptake (MGU) (B) in control and obese participants with type 2 diabetes (T2D) or without T2D (nT2D) before and after bariatric surgery. (C) Fasting free fatty acid (FFA) uptake (FAU) in myocardium, pericardial fat and in abdominal subcutaneous (SFAU) and visceral adipose tissue (VFAU) in all obese participants before and after bariatric surgery. Figures 3A, B and D: *P < .01, **P < .01, ***P < .001 vs controls and †pre‐ vs post‐surgery. Figure 3C, ‡vs MFAU, §vs PFAU and ǁvs VFAU at the corresponding time point. #Non‐normally distributed variable
Cardiac structure and function in the control group and obese groups at baseline and 6 months after the bariatric surgery
| Baseline | Baseline | P | After surgery | After surgery | P | Time | Time | ||
|---|---|---|---|---|---|---|---|---|---|
| Control | Obese nT2D | Obese T2D | nT2D vs T2D | Obese nT2D | Obese T2D | nT2D vs T2D | |||
|
| |||||||||
| EF, % | |||||||||
| LV | 66.8 (65.1‐68.6) | 68.1 (66.5‐69.6) | 70.2 (68.2‐72.3) | 0.22 | 66.7 (65.0‐68.4) | 67.3 (65.1‐69.5) | 0.92 |
| 0.39 |
| RV | 57.2 (55.0‐59.3) | 57.8 (55.8‐59.8) | 58.4 (56.5‐60.2) | 0.63 | 58.7 (56.5‐60.2) | 58.7 (56.3‐61.1) | 0.97 | 0.73 | 0.65 |
| SV, mL | |||||||||
| LV | 89.5 (82.6‐96.5) | 117.8 (111.4‐124.3) | 114.4 (105.9‐122.9) | 0.80 | 111.9 (104.5‐119.3) | 105.1 (95.5‐114.7) | 0.50 |
| 0.48 |
| RV | 80.3 (72.7‐87.9) | 107.3 (100.9‐113.6) | 96.4 (79.7‐113.1) | 0.70 | 109.3 (101.9‐116.7) | 100.3 (90.7‐19.9) | 0.31 | 0.06 | 0.37 |
| CO, mL/min | |||||||||
| LV | 5.2 (4.7‐5.7) | 6.9 (6.4‐7.4) | 6.6 (6.0‐7.2) | 0.50 | 6.1 (5.7‐6.6) | 5.9 (5.0‐6.2) | 0.34 |
| 0.18 |
| RV | 4.7 (4.3‐5.1) | 5.4 (5.1‐5.8) | 4.6 (3.7‐5.5) | 0.81 | 5.6 (5.2‐6.0) | 4.9 (4.4‐5.4) | 0.13 |
| 0.13 |
| LVwork, mm Hg /L/min | |||||||||
| 509 (446‐571) | 675 (614‐737) | 696 (620‐771) | 0.91 | 575 (520‐629) | 555 (486‐625) | 0.90 |
| 0.15 | |
| LVwork per gram of tissue (mm Hg/ L/min/g) | |||||||||
| 6.46 (5.83‐7.09) | 6.21 (5.59‐6.83) | 6.48 (5.72‐7.24) | 0.85 | 5.91 (5.34‐6.48) | 5.49 (4.77‐6.21) | 0.63 |
|
| |
|
| |||||||||
| ED volume, mL | |||||||||
| LV | 134.0 (123.6‐144.3) | 173.3 (163.7‐182.9) | 163.8 (151.1‐176.5) | 0.46 | 167.4 (157.1‐177.8) | 156.1 (142.7‐169.5) | 0.38 | 0.13 | 0.55 |
| RV | 140.4 (129.9‐150.9) | 175.4 (165.6‐185.1) | 165.8 (152.9‐178.7) | 0.47 | 174.3 (163.9‐184.7) | 158.3 (144.9‐171.7) | 0.15 | 0.23 | 0.17 |
| ES volume, mL | |||||||||
| LV | 43.5 (40.0‐47.4) | 52.9 (49.3‐56.7) | 51.7 (42.9‐62.3) | 0.15 | 54.6 (50.3‐59.3) | 49.7 (44.7‐55.2) | 0.33 | 0.39 | 0.93 |
| RV | 60.1 (54.3‐65.8) | 74.1 (68.8‐79.5) | 67.6 (60.5‐74.7) | 0.32 | 72.8 (67.6‐78.0) | 65.1 (58.4‐71.8) | 0.18 | 0.23 | 0.42 |
| LVmass, g | 78.3 (72.4‐84.7) | 106.7 (99.2‐114.8) | 106.4 (96.6‐117.2) | 1.00 | 95.9 (88.5‐103.9) | 99.6 (89.8‐110.4) | 0.83 |
| 0.48 |
| LVmass/height, g/m | 51.0 (33.4‐68.7) | 74.6 (65.6‐83.5) | 79.8 (56.1‐103.4) | 1.00 | 73.6 (63.1‐84.2) | 77.9 (64.2‐91.5) | 0.88 |
| 0.77 |
| LVmass/BSA, g/m2a | 45.6 (42.6‐48.7) | 48.5 (45.6‐51.6) | 48.6 (44.8‐52.8) | 1.00 | 46.0 (42.7‐49.6) | 47.6 (43.2‐52.4) | 0.76 | 0.07 | 0.60 |
BSA, body surface area; CO, cardiac output; ED, end‐diastolic; EF, ejection fraction; ES, end‐systolic; LV, left ventricle; RV, right ventricle; SV, stroke volume; T2D, type 2 diabetes; nT2D, without T2D.
LVwork, stroke volume × heart rate × (diastolic blood pressure + 1/3 × [systolic − diastolic blood pressure]).
LVwork per gram of tissue = LVwork/LVmass.
Data are mean and 95% confidence intervals. Statistically significant values are bolded.
***P < .001. **P < .01. *P < .05 compared with controls.
Non‐normally distributed variable.