| Literature DB >> 30333791 |
Marketta Dalla Valle1,2,3, Tiina Laatikainen2,4,5, Hanna Potinkara6, Päivi Nykänen7, Jarmo Jääskeläinen3,8.
Abstract
Background: Childhood obesity exposes individuals to cardiometabolic disturbances. We analyzed how family-based multidisciplinary obesity treatment influenced children's cardiometabolic health. Materials and methods: In this retrospective, two-year, follow-up study of 654 2- to 18-year-old children treated for obesity in three Finnish pediatric clinics in 2005-2012, blood pressure (BP), metabolic parameters, and the influence of sex, puberty and a change in body mass index standard deviation score (BMI SDS) were analyzed.Entities:
Keywords: BMI SDS; blood pressure; cardiometabolic; childhood obesity; fatty liver; metabolism; specialist care; treatment outcomes
Year: 2018 PMID: 30333791 PMCID: PMC6176006 DOI: 10.3389/fendo.2018.00579
Source DB: PubMed Journal: Front Endocrinol (Lausanne) ISSN: 1664-2392 Impact factor: 5.555
Background characteristics of the study subjects.
| All | 302 (46.2) | 352 (53.8) | |
| Age | 11.6 (8.9, 14.1) | 12.0 (9.3, 13.9) | 0.580 |
| 2–6.9 | 43 (14.2) | 38 (10.8) | 0.204 |
| 7–9.9 | 63 (20.9) | 66 (18.8) | |
| 10–14.9 | 149 (49.3) | 202 (57.3) | |
| 15–18 | 47 (15.6) | 46 (13.1) | |
| Adolescence | |||
| Children | 106 (35.1) | 104 (29.6) | 0.129 |
| Adolescents | 196 (64.9) | 248 (70.4) | |
| Pubertal stage | 299 | 347 | |
| Prepubertal | 99 (33.1) | 189 (54.5) | <0.001 |
| Pubertal | 200 (66.9) | 158 (45.5) | |
| 2.59 (2.53, 2.64) | 2.45 (2.40, 2.51) | ||
| Obesity stage | 302 | 352 | |
| Overweight | 43 (14.2) | 15 (4.3) | <0.001 |
| Obesity | 164 (54.3) | 143 (40.6) | |
| Severe obesity | 69 (22.8) | 134 (38.1) | |
| Morbid obesity | 26 (6.7) | 60 (17.0) | |
| Obesity (IOTF) | 302 | 352 | |
| Overweight | 17 (5.6) | 20 (5.7) | 0.977 |
| Obesity | 285 (94.4) | 332 (94.3) | |
| Height SDS | 0.5 (0.4, 0.7) | 0.5 (0.3, 0.6) | |
| SBP and DBP | 242 | 281 | |
| SBP | 121 (119, 123) | 123 (121, 125) | |
| Normal | 88 (36.4) | 110 (39.1) | 0.689 |
| High normal | 27 (11.1) | 26 (9.3) | |
| Stage 1 | 91 (37.6) | 97 (34.5) | |
| Stage 2 | 36 (14.9) | 48 (17.1) | |
| DBP | 70 (69, 72) | 70 (69, 71) | |
| Normal | 158 (65.2) | 207 (73.6) | 0.206 |
| High normal | 43 (17.8) | 35 (12.5) | |
| Stage 1 | 37 (15.3) | 35 (12.5) | |
| Stage 2 | 4 (1.7) | 4 (1.4) | |
| Acanthosis nigricans | 225 | 249 | |
| Yes | 139 (61.8) | 157 (63.1) | 0.775 |
| No | 86 (38.2) | 92 (36.9) | |
Results for girls and boys are represented as n (%) for distributions,
and as
median and interquartile ranges (IQR25,75) for not normally distributed age and as
means and 95% confidence intervals (CI) for normally distributed continuous variables.
Mann-Whitney test;
Pearson's chi-square test.
A P-value < 0.05 is statistically significant. Categorized on the basis of
the definition by WHO (,
the Tanner method (,
the Finnish growth references (,
and n the
NHBPEP Working Group on Children and Adolescents; Stages 1 and 2 are hypertensive (.
BMI SDS, changes in BMI SDS from baseline, and obesity stage distributions at 12 and 24 months from baseline in girls and boys.
| 243 (46.6) | 278 (53.4) | 157 (45.6) | 188 (54.4) | |||
| BMI SDS | 2.48 (2.42, 2.55) | 2.38 (2.32, 2.43) | 2.50 (2.44, 2.56) | 2.38 (2.32, 2.44) | ||
| Change in BMI SDS from baseline | −0.10 (−0.14, −0.06) | −0.09 (−0.12, −0.05) | −0.09 (−0.13, −0.04) | −0.08 (−0.04, 0.05) | ||
| ≥0.25 (good) | 63 (25.9) | 60 (21.6) | 0.144 | 42 (26.8) | 41 (21.8) | 0.297 |
| 0.24 to 0 (borderline) | 83 (34.2) | 118 (42.4) | 43 (27.4) | 65 (34.6) | ||
| <0 (poor) | 97 (39.9) | 100 (36.0) | 72 (45.8) | 82 (43.6) | ||
| Normal weight | 2 (0.8) | 1 (0.4) | <0.001 | 2 (1.3) | 0 | 0.007 |
| Overweight | 46 (18.9) | 15 (5.4) | 23 (14.6) | 16 (8.5) | ||
| Obesity | 125 (51.5) | 117 (42.1) | 79 (50.3) | 74 (39.4) | ||
| Severe obesity | 58 (23.9) | 105 (37.7) | 40 (25.5) | 70 (37.2) | ||
| Morbid obesity | 12 (4.9) | 40 (14.4) | 13 (8.3) | 28 (14.9) | ||
BMI SDS is normally distributed and represented as means and 95% CIs.
Based on the Finnish growth references (.
Distributions are represented as n (%).
Revealed in linear mixed model analysis adjusted for age at baseline, expressed as mean difference (95% CI) from baseline, a negative value signifies a reduction, P for all comparisons was < 0.001 (19)
Pearson's chi-square test for differences between boys and girls. A P value > 0.05 is statistically significant. BMI SDS, body mass index standard deviation score; CI, confidence interval.
Metabolic and blood pressure measurements in girls and boys at baseline, at 12 and 24 months.
| fP-ALT | 177 | 88 | 60 | 227 | 94 | 82 |
| IU/l | 24 (18, 35) | 23 (17, 35) | 21 (15, 35) | 29 (29, 47) | 33 (22, 61) | 34 (25, 55) |
| < 40 | 144 (81.4) | 70 (79.5) | 48 (80.0) | 155 (68.3) | 60 (63.8) | 46 (56.1) |
| >40 | 33 (18.6) | 18 (20.5) | 12 (20.0) | 72 (31.7) | 34 (36.2) | 36(43.9) |
| fP-TC | 222 | 113 | 79 | 247 | 102 | 92 |
| mmol/l | 4.45 (3.90, 5.10) | 4.50 (3.80, 5.10) | 4.60 (4.10, 5.10) | 4.50 (3.70, 5.10) | 4.50 (4.00, 5.20) | 4.45 (3.80, 5.00) |
| Acceptable | 100 (45.0) | 51 (45.1) | 28 (35.4) | 114 (46.2) | 42 (41.2) | 43 (46.7) |
| Borderline | 70 (31.5) | 37 (32.6) | 33 (41.8) | 75 (30.4) | 33 (32.4) | 32 (34.8) |
| High | 52 (23.5) | 25 (22.3) | 18 (22.8) | 58 (23.4) | 27 (26.4) | 17 (18.5) |
| fP-LDL-C | 212 | 112 | 79 | 233 | 99 | 92 |
| mmol/l | 2.80 (2.30, 3.38) | 2.75 (2.20, 3.36) | 2.90 (82.23, 3.38) | 2.80 (2.28, 3.30) | 2.85 (2.40, 3.40) | 2.70 (2.23, 3.38) |
| Acceptable | 121 (57.1) | 63 (56.2) | 37 (46.8) | 126 (54.1) | 49 (49.5) | 52 (56.5) |
| Borderline | 38 (17.9) | 21 (18.8) | 21 (26.6) | 55 (23.6) | 24 (24.2) | 17 (18.5) |
| High | 53 (25.0) | 28 (25.0) | 21 (26.6) | 52 (22.3) | 26 (26.3) | 23 (25.0) |
| fP-HDL-C | 216 | 112 | 79 | 244 | 100 | 93 |
| mmol/l | 1.13 (0.97, 1.33) | 1.12 (0.99, 1.33) | 1.11 (0.92, 1.28) | 1.12 (0.95, 1.35) | 1.06 (0.89, 1.33) | 1.05 (0.88, 1.32) |
| Acceptable | 97 (44.9) | 45 (40.2) | 30 (38.0) | 100 (41.0) | 39 (39.0) | 37 (39.7) |
| Borderline | 51 (23.6) | 31 (27.7) | 20 (25.3) | 53 (21.7) | 19 (19.0) | 18 (19.4) |
| Low | 68 (31.5) | 36 (32.1) | 29 (36.7) | 91 (37.3) | 42 (42.0) | 38 (40.9) |
| fP-TG | 219 | 110 | 78 | 245 | 97 | 88 |
| mmol/l | 1.21 (0.90, 1.68) | 1.19 (0.81, 1.68) | 1.19 (0.91, 1.76) | 1.09 (0.77, 1.57) | 1.25 (0.83, 1.65) | 1.27 (0.82, 1.82) |
| Acceptable | 65 (29.7) | 37 (33.6) | 25 (32.1) | 101 (41.2) | 32 (33.0) | 30 (34.1) |
| Borderline | 67 (30.6) | 31 (28.2) | 24 (30.8) | 59 (24.1) | 25 (25.8) | 21 (23.9) |
| High | 87 (39.7) | 42 (38.2) | 29 (37.1) | 85 (34.7) | 40 (41.2) | 37 (42.0) |
| fP-Gluc | 222 | 124 | 84 | 249 | 111 | 93 |
| mmol/l | 5.30 (5.10, 5.70) | 5.40 (5.10, 5.68) | 5.30 (5.10, 5.60) | 5.50 (5.20, 5.80) | 5.50 (5.20, 5.80) | 5.50 (5.20, 5.90) |
| < 5.6 | 152 (68.5) | 82 (66.1) | 57 (67.9) | 145 (58.2) | 65 (58.6) | 47 (50.5) |
| 5.6-6.9 (IFG) | 67 (30.2) | 39 (31.5) | 26 (31.0) | 102 (41.0) | 46 (41.4) | 46 (49.5) |
| > 7.0 | 3 (1.3) | 3 (2.4) | 1 (1.1) | 2 (0.8) | 0 (0.0) | 0 (0.0) |
| 2-h-OGTT-Gluc | 69 | 26 | 24 | 80 | 34 | 35 |
| mmol/l | 6.4 (5.50, 7.30) | 5.50 (4.95, 6.10) | 5.75 (5.30, 6.98) | 6.35 (5.50, 7.30) | 6.75 (5.78, 7.73) | 6.70 (5.50, 7.60) |
| < 7.8, | 57 (82.6) | 21 (80.8) | 21 (87.5) | 66 (82.5) | 26 (76.5) | 27 (77.1) |
| 7.8–11.0 (IGT) | 10 (14.5) | 4 (15.4) | 3 (12.5) | 13 (16.3) | 8 (23.5) | 8 (22.9) |
| >11.1 | 2 (2.9) | 1 (3.8) | 0 | 1 (1.2) | 0 | 0 |
| B-HbA1c | 80 | 57 | 38 | 81 | 66 | 42 |
| mmol/l | 35 (33, 38) | 36 (33, 37) | 36 (33, 37) | 36 (34, 39) | 36 (34, 38) | 36 (33, 38) |
| < 5.7 | 73 (91.2) | 51 (89.5) | 35 (92.1) | 66 (81.6) | 57 (86.4) | 36 (85.7) |
| 5.8–6.4 | 4 (5.0) | 4 (7.0) | 3 (7.9) | 12 (14.8) | 8 (12.1) | 6 (14.3) |
| >6.4 | 3 (3.8) | 2 (3.5) | 0 | 3 (3.6) | 1 (1.5) | 0 |
| fS-INS | 168 | 105 | 69 | 191 | 88 | 61 |
| mU/l | 24 (16, 32) | 24 (16, 34) | 25 (18,36) | 17 (11, 27) | 23 (15, 34) | 22 (16, 36) |
| Normal, | 85 (50.6) | 54 (51.4) | 29 (42.0) | 110 (57.6) | 50 (56.8) | 30 (49.2) |
| High | 83 (49.4) | 51 (48.6) | 40 (58.0) | 81 (42.4) | 38 (43.2) | 31 (39.8) |
| HOMA-IR | 6.0 (4.0, 8.1) | 5.6 (3.6, 8.2) | 6.6 (4.4, 8.6) | 4.1 (2.7, 7.0) | 5.5 (3.5, 8.4) | 5.3 (4.0, 8.7) |
| Acceptable | 27 (16.4) | 21 (21.4) | 8 (12.1) | 76 (41.3) | 31 (36.9) | 21 (35.6) |
| High | 138 (83.6) | 77 (78.6) | 58 (87.9) | 108 (58.7) | 53 (63.1) | 38 (64.4) |
| BP, | 243 | 171 | 134 | 279 | 188 | 161 |
| SBP | 121 (119, 123) | 120 (119, 122) | 122 (120, 125) | 123 (121, 125) | 124 (122, 126) | 124 (122, 126) |
| DBP | 70 (69, 72) | 70 (69, 72) | 70 (68, 72) | 70 (69, 71) | 70 (69, 72) | 70 (69, 72) |
All continuous metabolic parameters are non-normally distributed and represented as medians and interquartile ranges (IQR25,75).
Normally distributed SBP and DBP are represented as means and 95% confidence intervals (CIs) for girls and boys at baseline, at 12 and 24 months from baseline. Categorized parameters and their distributions are represented as n (%).
Classified as elevated > 40 IU/l (.
Categorized on the basis of NCEP (.
fP-Gluc, IFG, 2-h-OGTT, IGT, and B-HbA1c classified on the basis of ISPAD (.
High: > 15 mU/l in prepuberty, > 30 mU/l in puberty, and > 20 mU/l in postpuberty (.
Calculated using the formula: fS-INS (mU/l) x fP-Gluc (mmol/l)/22.5 (.
High: > 2.67 in prepubertal boys and > 5.22 in pubertal boys, and in girls > 2.22 and > 3.82, respectively (.
Comparisons between cardiometabolic measurements during two-year follow-up and at baseline revealed in linear mixed model analyses adjusted for age and BMI SDS at baseline in all study subjects, girls, boys, and in prepubertal and pubertal children.
| fP-ALT, IU/L | −0.007 | −0.033, 0.018 | 0.570 | −0.038 | 0.077, 0.001 | 0.055 | 0.019 | −0.015, 0.052 | 0.272 |
| Prepubertal | −0.015 | −0.057, 0.027 | 0.478 | −0.330 | −0.109, 0.042 | 0.369 | −0.005 | −0.057, 0.047 | 0.859 |
| pubertal | −0.005 | −0.037, 0.027 | 0.756 | −0.037 | −0.082, 0.009 | 0.110 | 0.028 | −0.015, 0.071 | 0.205 |
| fP-TC, mmol/l | −0.010 | −0.016, −0.004 | −0.008 | −0.017, 0.000 | 0.061 | −0.011 | −0.019, −0.003 | ||
| Prepubertal | −0.015 | −0.026, −0.004 | −0.031 | −0.050, −0.011 | −0.006 | −0.020, 0.008 | 0.404 | ||
| Pubertal | −0.007 | −0.014, 0.000 | 0.052 | −0.003 | −0.013, 0.007 | 0.573 | −0.013 | −0.023, −0.002 | |
| fP-LDL-C, mmol/l | −0.011 | −0.019, −0.003 | −0.008 | −0.019, 0.003 | 0.171 | −0.015 | −0.026, −0.004 | ||
| Prepubertal | −0.016 | −0.031, −0.001 | −0.039 | −0.065, −0.013 | −0.004 | −0.021, 0.014 | 0.670 | ||
| Pubertal | −0.009 | −0.018, 0.000 | 0.063 | −0.001 | −0.013, 0.012 | 0.927 | −0.019 | −0.034, 0.005 | |
| fP-HDL-C, mmol/l | −0.004 | −0.009, 0.001 | 0.096 | −0.001 | −0.008, 0.006 | 0.823 | −0.007 | −0.014, −0.001 | |
| Prepubertal | −0.006 | −0.016, 0.004 | 0.226 | −0.010 | −0.030, 0.011 | 0.341 | −0.003 | −0.014, 0.007 | 0.522 |
| Pubertal | −0.003 | −0.008, 0.003 | 0.324 | 0.002 | −0.006, 0.009 | 0.635 | −0.008 | −0.017, 0.000 | 0.060 |
| fP-TG, mmol/l | 0.006 | −0.006, 0.019 | 0.342 | −0.012 | −0.030, 0.006 | 0.193 | 0.024 | 0.006, 0.041 | |
| Prepubertal | 0.018 | −0.003, 0.040 | 0.097 | 0.031 | −0.004, 0.066 | 0.080 | 0.011 | −0.018, 0.040 | 0.444 |
| Pubertal | 0.001 | −0.014, 0.016 | 0.902 | −0.021 | −0.042, −0.001 | 0.027 | 0.005, 0.050 | ||
| fP-Gluc, mmol/l | −0.001 | −0.005, 0.002 | 0.491 | −0.002 | −0.006, 0.003 | 0.523 | 0.000 | −0.005, 0.004 | 0.887 |
| Prepubertal | 0.002 | −0.006, 0.010 | 0.555 | 0.014 | 0.004, 0.023 | −0.004 | −0.014, 0.006 | 0.458 | |
| Pubertal | −0.002 | −0.006, 0.002 | 0.319 | −0.004 | −0.009, 0.001 | 0.123 | 0.001 | −0.004, 0.007 | 0.610 |
| fS-INS, mU/l | 0.023 | −0.004, 0.050 | 0.089 | −0.001 | −0.037, 0.036 | 0.975 | 0.046 | 0.006, 0.085 | |
| Prepubertal | 0.123 | 0.067, 0.179 | < | 0.158 | 0.068, 0.249 | 0.105 | 0.033, 0.176 | ||
| Pubertal | −0.003 | −0.33, 0.027 | 0.864 | −0.020 | −0.058, 0.018 | 0.298 | 0.022 | −0.027, 0.070 | 0.385 |
| HOMA-IRb | 0.023 | −0.003, 0.049 | 0.078 | −0.002 | −0.037, 0.033 | 0.912 | 0.051 | 0.012, 0.090 | |
| Prepubertal | 0.113 | 0.064, 0.162 | < | 0.152 | 0.073, 0.232 | 0.096 | 0.035, 0.158 | ||
| Pubertal | −0.001 | −0.031, 0.028 | 0.921 | −0.021 | −0.057, 0.015 | 0.250 | 0.028 | 0.020, 0.077 | 0.247 |
| B-HbA1c, mmol/l | −0.010 | −0.019, −0.002 | −0.001 | −0.008, 0.005 | 0.719 | −0.010 | −0.017, −0.003 | ||
| Prepubertal | −0.024 | −0.056, 0.007 | 0.131 | NAc | NAc | NAc | −0.034 | −0.075, 0.006 | 0.097 |
| Pubertal | −0.007 | −0.015, 0.002 | 0.111 | −0.001 | −0.013, 0.011 | 0.852 | −0.012 | −0.022, −0.002 | |
| SBP, mmHg | 0.569 | −0.637, 1.776 | 0.354 | −0.082 | −1.828, 1.663 | 0.926 | 1.391 | −0.267, 3.049 | 0.100 |
| Prepubertal | 0.805 | −1.366, 2.977 | 0.465 | 0.058 | −3.108, 3.223 | 0.971 | 1.210 | −1.729, 4.148 | 0.416 |
| Pubertal | 0.423 | −1.043, 1.888 | 0.571 | −0.026 | −2.051, 1.999 | 0.980 | 1.347 | −0.748, 3.441 | 0.207 |
| DBP, mmHg | −0.217 | −1.072, 0.639 | 0.619 | −0.399 | −1.708, 0.909 | 0.547 | −0.038 | −1.149, 1.091 | 0.959 |
| Prepubertal | 0.687 | −0.999, 2.373 | 0.422 | −0.113 | −2.996, 2.770 | 0.938 | 1.432 | −0.678, 3.542 | 0.181 |
| Pubertal | −0.584 | −1.599, 0.431 | 0.259 | −0.456 | −1.936, 1.024 | 0.545 | −0.739 | −2.123, 0.644 | 0.294 |
Metabolic parameters were not normally distributed and to reach normal distributions they were log. transformed before analyses.
The results are represented as mean difference from baseline and its 95% CI in all study subjects, girls, boys, and in prepubertal and pubertal children (.
Figure 1Changes in metabolic and BP measurements, their directions, and the significance of the change at 12 and 24 months from baseline revealed in mixed model analyses adjusted for age and body mass index standard deviation score at baseline presented using the traffic light method. fP-ALT, plasma alanine transferase; fP-TC, fasting plasma cholesterol; fP-LDL-C, fasting plasma low-density lipoprotein; fP-HDL-C, fasting plasma high-density lipoprotein; fP-TG, fasting plasma triglyceride; fP-Gluc, fasting plasma glucose; fS-INS, fasting serum insulin; HOMA-IR, homeostasis model assessment for insulin resistance calculated by using the formula fS-INS (mU/l) × fP-Gluc (mmol/l)/22.5; B-HbA1c, blood glycosylated hemoglobin; SBP, systolic blood pressure; DBP, diastolic blood pressure.
Figure 2The influence of the staged change in body mass index standard deviation score (BMI SDS) on categorized metabolic variables at 12 months (M) compared to the situation at baseline. A BMI SDS reduction of 0.25 units or more from baseline was defined as good change, 0–0.24 borderline, and no reduction as poor. Plasma total cholesterol (TC) in mmol/l was categorized: acceptable < 4.40, high ≥ 5.18; plasma low-density lipoprotein cholesterol (LDL-C) in mmol/l, acceptable < 2.84, high ≥ 3.36; plasma high-density lipoprotein cholesterol (HDL-C) in mmol/l, acceptable > 1.17, low < 1.04; plasma triglyceride (TG) in mmol/l for < 10-year-olds, acceptable < 0.84, high ≥ 1.12 and for ≥ 10-year-olds, acceptable < 1.02 and high ≥ 1.47 (28). Plasma glucose (GLUC) cut-off for normal and elevated was 5.6 mmol/l (29). Serum insulin (INS) was classified as normal or high with cut-offs: in pre-puberty 15 mU/l, puberty 30 mU/l, and in postpuberty 20 mU/l (30). Homeostasis model assessment for insulin resistance (HOMA-IR) was calculated by the formula: fS-INS (mU/l) × fP-Gluc (mmol/l)/22.5 and its cut-offs for normal and high were 2.67 in prepubertal boys, 5.22 in pubertal boys and in girls 2.22 and 3.82, respectively (30). Plasma alanine transferase (ALT) values ≥ 40 IU/l expressed fatty liver (31). McNemar's test, **P 0.001–0.010, *P < 0.05.