| Literature DB >> 27137224 |
Carolina M Casellini1, Henri K Parson1, Kim Hodges1, Joshua F Edwards1, David C Lieb1, Stephen D Wohlgemuth2, Aaron I Vinik1.
Abstract
OBJECTIVE: The aim was to evaluate the impact of bariatric surgery on cardiac and sudomotor autonomic C-fiber function in obese subjects with and without Type 2 diabetes mellitus (T2DM), using sudorimetry and heart rate variability (HRV) analysis.Entities:
Mesh:
Year: 2016 PMID: 27137224 PMCID: PMC4854471 DOI: 10.1371/journal.pone.0154211
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Baseline demographic characteristics.
| Non-DM | Pre-DM | T2DM | p value | |||
|---|---|---|---|---|---|---|
| T2DM vs Non-DM | T2DM vs Pre-DM | Pre-DM vs Non-DM | ||||
| 41.23±2.36 | 39.71±2.20 | 52.252±2.41 | 0.99 | |||
| 19/5 (79/21) | 25/4 (86/14) | 13/4 (77/23) | 0.73 | 0.66 | 0.62 | |
| 17/7(71/29) | 16/13(55/45) | 8/9 (47/53) | 0.29 | 0.54 | 0.27 | |
| 20/4(83/17) | 23/6 (79/21) | 13/4 (76/24) | 0.85 | 0.91 | 0.86 | |
| 133.02±5.11 | 135.43±4.49 | 120.67±4.74 | 0.23 | 0.11 | 0.93 | |
| 46.75±1.39 | 46.99±1.34 | 44.18±1.52 | 0.15 | 0.17 | 0.99 | |
| 46.93±0.82 | 46.39±0.81 | 45.72±1.16 | 0.46 | 0.85 | 0.55 | |
| 128.32±3.20 | 127.41±3.18 | 129.21±2.97 | 0.93 | 0.54 | 0.87 | |
| 0.90±0.02 | 0.94±0.03 | 0.98±0.02 | 0.07 | 0.62 | ||
| 125.58±2.71 | 131.46±2.18 | 127.24±2.60 | 0.69 | 0.26 | 0.10 | |
| 75.04±1.84 | 80.36±1.43 | 75.24±1.73 | 0.87 | 0.05 | 0.05 | |
| 77.92±2.71 | 75.39±1.92 | 77.35±3.05 | 0.87 | 0.83 | 0.63 | |
| 1.75±0.63 | 2.45±0.52 | 5.59±1.16 | 0.14 | |||
| 1.75±0.63 | 2.52±0.54 | 5.71±1.14 | 0.13 | |||
| 68.00±2.24 | 69.24±1.86 | 56.71±4.41 | 0.82 | |||
| 61.84±2.87 | 59.45±2.62 | 53.18±4.24 | 0.09 | 0.22 | 0.51 | |
| 50.50±6.01 | 43.39±4.38 | 32.53±4.28 | 0.07 | 0.39 | ||
| 34.59±5.55 | 31.21±3.96 | 23.88±4.67 | 0.11 | 0.13 | 0.70 | |
| 54.70±5.44 | 58.04±6.26 | 42.88±6.24 | 0.08 | 0.13 | 0.73 | |
| 33.61±4.09 | 39.75±4.98 | 26.41±3.39 | 0.12 | 0.24 | 0.48 | |
| 2.64±0.16 | 2.72±0.14 | 3.35±0.31 | 0.05 | 0.45 | ||
| 26.72±0.58 | 25.30±0.55 | 24.19±0.92 | 0.25 | |||
| 42.57±0.71 | 44.60±0.70 | 45.36±1.04 | 0.10 | 0.29 | ||
| 5.56±1.13 | 7.35±1.35 | 7.34±2.19 | 0.92 | 0.72 | 0.33 | |
| 52.11±1.22 | 48.71±0.82 | 47.44±2.56 | 0.07 | 0.06 | 0.34 | |
| 84.25±2.59 | 90.24±2.10 | 126.00±14.01 | 0.10 | |||
| 169.83±5.34 | 186.47±6.86 | 177.19±7.79 | 0.48 | 0.41 | 0.09 | |
| 99.42±7.39 | 123.93±10.65 | 131.56±16.33 | 0.10 | 0.79 | 0.10 | |
| 47.96±2.59 | 47.36±2.39 | 50.19±2.34 | 0.47 | 0.16 | 0.82 | |
| 101.00±4.83 | 114.68±6.35 | 100.56±6.51 | 0.90 | 0.23 | 0.16 | |
| 0.86±0.09 | 0.85±0.10 | 0.92±0.17 | 0.91 | 0.88 | 0.70 | |
| 5.37±0.04 | 5.91±0.04 | 7.09±0.39 | ||||
| 11.73±1.44 | 17.95±2.46 | 23.10±4.88 | 0.50 | 0.14 | ||
| 2.61±0.23 | 3.41±0.33 | 3.69±0.41 | 0.70 | 0.10 | ||
| 168.99±26.55 | 169.98±12.63 | 136.07±24.34 | 0.71 | 0.24 | 0.77 | |
| 82.48±14.77 | 60.64±7.12 | 48.34±8.59 | 0.30 | 0.09 | ||
| 1.45±0.18 | 2.26±0.31 | 3.11±0.62 | 0.30 | 0.09 |
*2013 American Diabetes Association guidelines Diabetes Care 2013
**ANOVA, Wilcoxon Rank Sums Test or Fisher's Exact Test.
C/AA = Caucasian / African-American
CV = conduction velocity
DM = diabetes mellitus
DT = detection threshold
F/M = female / male
RYGB = Roux-en-Y gastric bypass
SG = sleeve gastrectomy
T2DM = type 2 diabetes
DT = detection threshold
ESC = electrochemical skin conductance
HRV = heart rate variability
rmsSD = root mean square of the difference of successive R-R intervals
sdNN = sample difference of the beat to beat (NN) variability
Fig 1Changes in Anthropometric measures in the 3 groups after 24 weeks.
Data presented as mean ± SEM. p = NS (ANOVA between group comparison at 24 weeks). DM = diabetes mellitus
Fig 2Changes in Anthropometric measures 24 weeks post roux-en-y gastric bypass or vertical sleeve gastrectomy.
Data presented as mean ± SEM. p = NS (ANOVA between group comparison at 24 weeks). RYGB = roux-en-Y gastric bypass; VSG = vertical sleeve gastrectomy
Fig 3Change in primary endpoints 4, 12 and 24 weeks after bariatric surgery.
*Repeated measures MANOVA. DB = deep breathing maneuver; DM = diabetes mellitus; ESC = electrochemical skin conductance; HR = heart rate; rmsSD = root mean square of the difference of successive R-R intervals; sdNN = sample difference of the beat to beat (NN) variability
Comparison of sudomotor response between different surgical procedures (RYGB vs VSG).
| Baseline Feet Mean ESC | W-12 Feet Mean ESC | W-24 Feet Mean ESC | P value | |
|---|---|---|---|---|
| 71.34±1.38 | 76±1.54 | 78.34±1.45 | 0.611 | |
| 66.19±1.68 | 66.69±1.95 | 69.44±1.77 | ||
| 68.17±2.21 | 62.17±2.36 | 70±2.14 | 0.258 | |
| 69.77±1.87 | 70.36±2.06 | 71.41±2.18 | ||
| 46.75±3.22 | 62.5±2.91 | 64.75±2.53 | 0.197 | |
| 61.36±2.06 | 65.55±2.15 | 70.73±2.16 |
*Multivariate ANOVA (between group analysis RYGB vs VSG) DM = diabetes mellitus
ESC = electrochemical skin conductance
RYGB = Roux en Y Gastric Bypass
VSG = Vertical Sleeve Gastrectomy
Metabolic Measures after 4, 12 and 24 weeks of bariatric surgery.
| Baseline | 4 weeks | 12 weeks | 24 weeks | p value | |
|---|---|---|---|---|---|
| 133.02±5.11 | 116.41±6.13 | 105.81±4.68 | 97.21±4.03 | ||
| 46.75±1.39 | 42.30±1.37 | 37.38±1.30 | 34.50±1.07 | ||
| 46.93±0.82 | 43.84±1.02 | 41.54±1.22 | 38.95±0.95 | ||
| 128.35±3.20 | 119.18±3.23 | 108.10±5.23 | 103.86±3.07 | ||
| 0.90±0.02 | 0.88±0.02 | 0.85±0.03 | 0.86±0.01 | 0.37 | |
| 125.58±2.71 | 121.13±2.56 | 117.00±2.46 | 118.86±2.75 | ||
| 75.04±1.84 | 75.83±1.87 | 73.10±1.83 | 74.27±2.16 | 0.70 | |
| 84.25±2.59 | 89.58±5.12 | 86.81±1.93 | 84.40±1.81 | 0.65 | |
| 169.83±5.34 | 160.62±11.57 | 176.44±11.35 | 169.62±8.03 | 0.49 | |
| 99.42±7.39 | 88.85±7.43 | 100.31±7.54 | 94.57±8.24 | 0.06 | |
| 47.96±2.59 | 42.85±2.98 | 46.19±2.05 | 51.68±2.31 | ||
| 101.00±4.83 | 100.08±11.17 | 110.19±9.65 | 99.16±7.39 | 0.45 | |
| 0.86±0.09 | 0.81±0.08 | 0.55±0.06 | 0.47±0.07 | ||
| 5.37±0.04 | 5.19±0.07 | 5.26±0.07 | 5.31±0.07 | 0.78 | |
| 11.73±1.44 | 10.26±1.22 | 11.11±2.64 | 8.11±0.81 | ||
| 2.61±0.23 | 2.74±0.19 | 3.05±0.41 | 2.69±0.20 | 0.71 | |
| 169.00±26.55 | 140.56± | 125.37±15.70 | 109.92±7.21 | ||
| 81.78±13.77 | 76.66±8.37 | 99.71±12.42 | 115.03±12.45 | ||
| 1.54±0.17 | 1.49±0.18 | 1.45±0.34 | 1.02±0.11 | ||
| 135.42±4.49 | 121.88±4.35 | 113.47±4.313 | 102.68±4.18 | ||
| 46.98±1.34 | 42.32±1.37 | 39.67±1.35 | 35.67±1.36 | ||
| 46.39±0.81 | 43.23±1.03 | 40.87±1.17 | 37.87±1.29 | ||
| 127.41±3.18 | 121.44±3.12 | 115.57±2.80 | 108.48±3.05 | ||
| 0.94±0.03 | 0.91±0.02 | 0.90±0.02 | 0.90±0.02 | 0.16 | |
| 131.46±2.18 | 126.33±2.18 | 126.00±2.88 | 129.66±2.18 | ||
| 80.36±1.43 | 79.00±1.92 | 79.25±1.48 | 80.76±1.52 | 0.85 | |
| 90.24±2.10 | 89.06±2.39 | 88.12±1.85 | 88.19±1.33 | 0.72 | |
| 186.46±6.86 | 168.28±6.51 | 181.35±6.80 | 190.24±6.59 | 0.81 | |
| 123.93±10.65 | 109.39±9.78 | 110.59±9.86 | 94.89±6.52 | 0.05 | |
| 47.36 ±.39 | 38.72±1.53 | 48.53±2.27 | 55.88±2.33 | ||
| 114.68±6.35 | 107.61±6.48 | 110.82±5.81 | 115.44±6.44 | 0.71 | |
| 0.85±0.10 | 0.81±0.06 | 0.58±0.07 | 0.51±0.07 | 0.08 | |
| 5.91±0.04 | 5.68±0.08 | 5.41±0.07 | 5.53±0.05 | ||
| 17.95±2.46 | 15.36±2.36 | 11.98±1.42 | 9.35±1.45 | ||
| 3.41±0.33 | 3.28±0.21 | 2.99±0.28 | 2.58±0.23 | ||
| 169.98±12.63 | 161.22±11.59 | 132.87±10.44 | 108.56±10.14 | ||
| 60.64±7.12 | 60.13±7.72 | 77.31±7.57 | 116.08±14.05 | ||
| 2.26±0.31 | 2.24±0.35 | 1.53±0.18 | 1.20±0.18 | ||
| 120.67±4.75 | 106.59±4.65 | 98.42±4.48 | 91.48±4.56 | ||
| 44.18±1.52 | 39.21±1.56 | 36.19±1.50 | 33.56±1.55 | ||
| 45.72±1.16 | 42.02±1.36 | 40.15±1.45 | 38.11±1.67 | ||
| 129.21±2.97 | 121.49±3.48 | 111.84±3.18 | 106.22±3.45 | ||
| 0.98 0.02 | 0.95 0.02 | 0.92 0.02 | 0.92 0.02 | ||
| 127.24±2.60 | 126.63±3.36 | 126.50±3.91 | 125.59±3.44 | 0.81 | |
| 75.24±1.73 | 78.38±2.63 | 75.75±2.66 | 76.47±2.27 | 0.90 | |
| 126.00±14.01 | 123.43±12.76 | 119.00±11.08 | 96.20±4.39 | ||
| 177.19±7.79 | 175.71±8.87 | 181.29±14.33 | 174.67±13.30 | 0.70 | |
| 131.56±16.33 | 128.00±23.95 | 125.29±14.38 | 107.13±12.60 | 0.05 | |
| 50.19±2.34 | 45.00±4.28 | 51.29±3.32 | 58.07±3.03 | ||
| 100.56±6.51 | 104.86±6.57 | 104.71±12.47 | 106.27±5.32 | 0.84 | |
| 0.92±0.17 | 0.66±0.11 | 0.70±0.12 | 0.70±0.10 | ||
| 7.09±0.40 | 6.71±0.44 | 6.55±0.29 | 6.15±0.19 | ||
| 23.10±4.88 | 17.10±2.09 | 18.23±4.80 | 9.55±1.87 | ||
| 3.69±0.41 | 4.44±0.46 | 3.83±0.57 | 2.63±0.36 | ||
| 136.07±24.34 | 108.96±13.42 | 127.23±18.61 | 97.43±13.42 | ||
| 48.34±8.59 | 41.13±6.07 | 54.27±10.31 | 102.24±25.48 | ||
| 3.11±0.62 | 2.76±0.39 | 2.39±0.62 | 1.35±0.27 | ||
*Repeated measures MANOVA. HOMA = Homeostasis model assessment
Somatic Neuropathy Measures after 4, 12 and 24 weeks of surgery in obese subjects with and without T2DM.
| Baseline | 4 weeks | 12 weeks | 24 weeks | p value | |
|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | NA | |
| 1.75±063 | 1.70±0.73 | 1.34±0.28 | 0.86±012 | 0.33 | |
| 1.75±0.63 | 1.78±0.48 | 1.34±0.50 | 0.86±0.35 | 0.33 | |
| 2.64±0.16 | 2.64±0.14 | 2.50±0.17 | 2.47±0.17 | 0.30 | |
| 26.72±0.58 | 27.36±0.56 | 27.08±0.60 | 26.31±0.63 | 0.24 | |
| 42.57±0.71 | 42.20±0.86 | 43.46±0.87 | 42.82±0.80 | 0.59 | |
| 5.56±1.13 | 6.38±1.03 | 5.38±0.74 | 5.68±0.65 | 0.05 | |
| 52.11±1.22 | 50.75±2.05 | 53.06±1.86 | 53.44±1.39 | 0.38 | |
| 0.07±0.05 | 0.24±0.15 | 0.07±0.05 | 0.07±0.05 | 0.92 | |
| 2.45±0.52 | 2.69±0.60 | 2.29±0.55 | 2.41±0.62 | 0.74 | |
| 2.52±0.54 | 2.93±0.62 | 2.36±0.56 | 2.48±0.62 | 0.74 | |
| 2.72±0.14 | 2.66±0.17 | 2.62±0.18 | 2.55±0.17 | 0.18 | |
| 25.30±0.55 | 26.23±0.42 | 26.40±0.51 | 25.810.58 | 0.10 | |
| 44.60±0.70 | 44.48±0.71 | 44.61±0.71 | 43.70±0.83 | 0.39 | |
| 7.35±1.35 | 6.00±1.27 | 6.17±0.70 | 8.11±1.22 | 0.07 | |
| 48.71±0.82 | 47.59±1.97 | 50.06±0.99 | 50.37±1.21 | 0.50 | |
| 0.12±012 | 0 | 0 | 0 | 0.91 | |
| 5.59±1.17 | 4.81±1.05 | 4.06±1.19 | 4.69±1.34 | 0.18 | |
| 5.71±1.14 | 4.81±1.05 | 4.06±1.19 | 4.69±1.34 | 0.18 | |
| 3.35±0.31 | 3.26±0.20 | 3.03±0.32 | 2.84±0.27 | ||
| 24.19±0.92 | 24.59±0.96 | 24.76±0.74 | 24.05±0.78 | 0.52 | |
| 45.36±1.04 | 44.01±1.32 | 44.61±1.16 | 45.64±0.92 | 0.64 | |
| 7.33±2.19 | 8.29±2.01 | 7.67±1.43 | 8.50±2.01 | 0.50 | |
| 47.44±2.56 | 48.86±3.07 | 50.33±2.25 | 49.67±1.48 | 0.55 | |
*Repeated measures MANOVA. CV = conduction velocity; DT = detection threshold; mV = microvolts; m/sec = meters per second; NIS-LL = neurologic impairment score of the lower legs.
Fig 4Changes in Sudomotor and Cardiac autonomic measures in the 3 groups.
Data presented as mean ± SEM *p<0.05 (ANOVA between group comparison at 24 weeks). DB = deep breathing maneuvers; DM = diabetes mellitus; ESC = electrochemical skin conductance; HR = heart rate; HRV = heart rate variability; rmsSD = root mean square of the difference of successive R-R intervals; sdNN = sample difference of the beat to beat (NN) variability
Association between improvements in sudomotor autonomic function and heart rate, and measures of glycemic and metabolic control.
| Covariables | R2 | R2 Adj | p value | |
|---|---|---|---|---|
| 0.2861 | 0.1991 | 0.007 | ||
| 0.2554 | 0.1765 | 0.009 | ||
| 0.2931 | 0.1993 | 0.005 | ||
| 0.1709 | 0.0653 | 0.932 | ||
| 0.1349 | 0.0568 | 0.848 | ||
| 0.1779 | 0.0743 | 0.699 | ||
| 0.3317 | 0.2522 | 0.005 | ||
| 0.3487 | 0.2644 | 0.004 | ||
| 0.3554 | 0.2685 | 0.004 | ||
| 0.129 | 0.024 | 0.218 | ||
| 0.126 | 0.021 | 0.217 | ||
| 0.115 | 0.015 | 0.826 |
* Multivariate linear regression models. Adjusted for age, gender and ethnicity.
A1C = glycated hemoglobin
BMI = body mass index
ESC = electrochemical skin conductance
HOMA-IR = homeostasis model assessment-Insulin Resistance
HR = heart rate
Fig 5Correlations between improvements in heart rate with improvements in HRV measures 24 weeks after bariatric surgery.
DB = deep breathing maneuvers; HR = heart rate; HRV = heart rate variability; rmsSD = root mean square of the difference of successive R-R intervals; sdNN = sample difference of the beat to beat (NN) variability