| Literature DB >> 35554540 |
Lili Hu1, Li Ma2, Xinyi Xia1, Tao Ying3, Minzhi Zhou3, Shuhua Zou4, Haoyong Yu1, Jun Yin1,5.
Abstract
CONTEXT: The comparative effectiveness of drugs and surgical therapy for women with obesity and polycystic ovary syndrome (PCOS) has not been systematically compared.Entities:
Keywords: TWL; bariatric surgery; obesity; polycystic ovary syndrome; weight loss
Mesh:
Substances:
Year: 2022 PMID: 35554540 PMCID: PMC9282367 DOI: 10.1210/clinem/dgac294
Source DB: PubMed Journal: J Clin Endocrinol Metab ISSN: 0021-972X Impact factor: 6.134
Figure 1.Flowchart of the study participants.
Characteristics of subjects at baseline and endpoint with drug or surgery treatment
| Drug group ( | Surgical group ( | |||||
|---|---|---|---|---|---|---|
| Baseline | Endpoint |
| Baseline | Endpoint |
| |
| Age (years) | 27.6 ± 0.8 | 28.7 ± 0.7 | ||||
| Weight (kg) | 86.3 ± 11.7 | 81.9 ± 11.1 | 0.092 | 99.4 ± 17.8* | 65.3 ± 9.2 | <0.001 |
| BMI (kg/m2) | 31.2 (29.5–34.4) | 30.1 (28.6–32.3) | 0.018 | 35.6 (32.8–38.8)*** | 23.7 (21.9–25.9) | <0.001 |
| Waist (cm) | 98.5 (95.0–102.8) | 98.0 (92.0–102.0) | 0.208 | 110.0 (103.0–119.8)*** | 84.0 (76.0–90.0) | <0.001 |
| Hip (cm) | 105.5 (99.0–111.5) | 106.5 (102.0–110.0) | 0.754 | 112.0 (108.5–123.5)*** | 95.0 (90.0–101.0) | <0.001 |
| W/H | 0.93 ± 0.07 | 0.91 ± 0.07 | 0.146 | 0.96 ± 0.06 | 0.88 ± 0.08 | <0.001 |
| 17-α-hydroxyprogesterone (ng/ml) | 1.3 (1.0–1.8) | 1.3 (0.9–2.2) | ||||
| Total testosterone(nmol/L) | 1.9 (1.4–2.4) | 2.0 (1.5–2.6) | 0.704 | 2.0 (1.4–2.7) | 1.3 (1.0–2.0) | 0.005 |
| SHBG (nmol/L) | 21.9 (16.0–29.8) | 22.7 (19.5–41.0) | 0.037 | 15.1 (11.5–19.4)*** | 62.3 (49.4–72.1) | <0.001 |
| FAI (%) | 9.4(6.5–11.9) | 7.4 (3.9–10.7) | 0.084 | 12.9 (9.2–20.6)** | 2.4 (1.7–3.9) | <0.001 |
| Androstenedione (ng/mL) | 4.6 (3.1–5.6) | 4.2 (3.9–4.6) | 0.255 | 3.5 (2.9–4.5) | 2.7 (1.7–3.6) | 0.005 |
| DHEAS (ug/dL) | 319.8 ± 107.8 | 358.6 ± 98.0 | 0.139 | 326.8 ± 141.4* | 276.3 ± 118.6 | 0.083 |
| AMH (ng/mL) | 9.3 (5.1–16.6) | 8.8 (6.1–13.9) | 0.718 | 9.3 (5.7–22.1) | 6.0 (3.6–13.7) | 0.006 |
| MaxOV (mL) | 9.7 (7.7–12.9) | 10.6 (7.5–11.9) | 0.927 | 10.0 (6.0–11.4) | 7.5 (5.2–8.7) | 0.091 |
| Follicle number ≥ 12 (%) | 92.5 | 85 | 0.479 | 90.2 | 61.0 | 0.002 |
| FPG (mmol/L) | 5.2 (4.9–5.7) | 5.2 (4.9–5.5) | 0.384 | 5.6 (4.8–7.0) | 4.4 (4.2–4.8) | <0.001 |
| Fasting insulin (μIU/mL) | 23.0 (18.4–35.4) | 22.9 (15.0–36.4) | 0.900 | 24.9 (18.7–34.0) | 6.7 (4.7–8.9) | <0.001 |
| HOMA-IR | 5.6 (4.2–9.0) | 5.3 (3.2–11.1) | 0.651 | 6.8 (4.9–9.1) | 1.3 (0.9–1.8) | <0.001 |
| HbAlc (%) | 5.7 (5.5–6.0) | 5.5 (5.2–5.7) | 0.023 | 5.8 (5.5–6.7) | 5.1 (4.9–5.5) | <0.001 |
| Triglycerides (mmol/L) | 1.4 (0.9–2.0) | 1.5 (0.9–2.0) | 0.612 | 1.5 (1.2–2.0) | 0.8 (0.6–1.00) | <0.001 |
| Total cholesterol (mmol/L) | 5.0 (4.3–5.6) | 5.1 (4.3–6.0) | 0.819 | 4.9 (4.3–5.5) | 4.8 (4.1–5.1) | 0.210 |
| HDL-C (mmol/L) | 1.2 (1.1–1.5) | 1.3 (1.1–1.4) | 0.262 | 1.1 (0.9–1.3)** | 1.3 (1.1–1.5) | 0.003 |
| LDL-C (mmol/L) | 3.1 ± 0.1 | 3.1 ± 0.2 | 0.759 | 3.1 ± 0.1 | 2.8 ± 0.1 | 0.115 |
Data are presented as median (interquartile range) or mean ± standard error of the mean.
P value, endpoint vs baseline in the same treatment group; P < 0.05, P < 0.01, P < 0.001, baseline of surgical group vs baseline of drug group.
Abbreviations: AMH, anti-Müllerian hormone; BMI, body mass index; DHEAS, dehydroepiandrosterone sulfate; FAI, free androgen index; FPG, fasting plasma glucose; HbAlc, glycosylated hemoglobin A1c; HDL-C, high-density lipoprotein cholesterol; HOMA-IR, homeostatic model of insulin resistance; LDL-C, low-density lipoprotein cholesterol; MaxOV, maximum ovarian volume; SHBG, sex hormone–binding globulin; TC, total cholesterol; TG, triglycerides; W/H, ratio of waist circumference to hip circumference.
Figure 2.Changes in clinical and hormonal indicators. (A) Weight, (B) BMI, (C) SHBG, (D) FAI, (E) MaxOV, and (F) the percentage of patients with over 12 follicles. Abbreviations: BMI, body mass index; FAI, free androgen index; MaxOV, maximum ovarian volume; SHBG, sex hormone–binding globulin.
Figure 3.Subgroup analysis of the endpoint. (A) The proportion of patients in remission or nonremission. Comparison of patients in or out of remission regarding (B) BMI, (C) FAI, (D) MaxOV, and (E) the percentage of patients with over 12 follicles. (F) The proportion of patients menstruating each month during the follow-up. (G) Kaplan-Meier curves for the cumulative proportion of patients with regular menstruation. Abbreviations: BMI, body mass index; FAI, free androgen index; MaxOV, maximum ovarian volume.
Characteristics of subjects with different outcomes at baseline and endpoint with drug or surgery treatment
| Drug group | Surgery group | |||||||
|---|---|---|---|---|---|---|---|---|
| Nonremission ( | Complete remission ( | Nonremission ( | Complete remission ( | |||||
| Baseline | Endpoint | Baseline | Endpoint | Baseline | Endpoint | Baseline | Endpoint | |
| Age (years) | 28.3 ± 4.5 | 24.5 ± 6.0 | 27.3 ± 2.8 | 29.0 ± 5.2 | ||||
| Weight (kg) | 87.7 ± 11.6 | 84.0 ± 10.4 | 78.3 ± 9.3 | 70.2 ± 6.8 | 110.5 ± 19.8 | 76.3 ± 5.6 | 96.3 ± 16.1 | 62.9 ± 7.1 |
| BMI (kg/m2) | 31.3 (30.1–35.1) | 30.4 (29.1–32.4) | 29.5 (28.3–31.7) | 26.5 (25.5–27.8) | 39.5 (37.1–43.3) | 28.7 (26.5–28.9) | 35.0 (32.8–37.6) | 23.0 (21.5–24.4) |
| TWL (%) | 4.5 (2.3–6.1) | 8.3 (6.0–16.3) | 30.1 (26.3–38.7) | 34.3 (27.5–39.8) | ||||
| Waist (cm) | 99.0 (94.0–105.0) | 98.0 (92.0–103.0) | 96.5 (94.3–99.3) | 91.0 (82.8–95.0) | 113.5 (09.5–124.3) | 91.0 (86.3–95) | 110.0 (102.5–119.8) | 82.0 (76.0–88.0) |
| Hip (cm) | 105.0 (102.0–110.0) | 107.0 (102.0–110.0) | 104.5 (92.0–115.5) | 103.0 (92.8–111.8) | 120.0 (112.0–129.5) | 101.5 (95.8–105.0) | 112.0 (107.0–121.5) | 95.0 (89.0–100.0) |
| W/H | 0.9 ± 0.06 | 0.9 ± 0.05 | 0.9 ± 0.1 | 0.9 ± 0.1 | 1.0 ± 0.06 | 0.9 ± 0.07 | 1.0 ± 0.06 | 0.9 ± 0.09 |
| Total testosterone (nmol/L) | 1.9 (1.4–2.4) | 1.8 (1.4–2.4) | 2.0 (1.2–2.9) | 2.3 (1.7–2.8) | 2.1 (1.1–3.3) | 1.4 (1.1–2.0) | 1.9 (1.4–2.7) | 1.3 (1.0–2.2) |
| SHBG (nmol/L) | 21.9 (16.9–29.7) | 29.5 (19.8–40.4) | 22.6 (13.2–34.2) | 46.0 (22.3–69.0) | 12.5 (9.4–17.2) | 68.2 (50.3–96.6) | 16.5 (12.6–19.6) | 60.9 (44.9–71.1) |
| FAI (%) | 9.7 (6.5–12.1) | 7.6 (4.9–10.8) | 9.2 (7.3–11.6) | 4.0 (3.2–9.8) | 17.2 (5.8–28.4) | 2.0 (1.5–3.6) | 12.5 (9.2–19.5) | 2.4 (1.7–3.9) |
| Androstenedione (ng/mL) | 4.6 (3.1–5.7) | 4.1 (3.9–4.6) | 4.4 (3.2–5.5) | 4.4 (3.7–4.9) | 3.1 (2.2–4.1) | 3.0 (1.4–4.6) | 3.9 (3.2–4.6) | 2.5 (1.7–3.2) |
| DHEAS (ug/dL) | 323.3 ± 17.0 | 367.7 ± 20.3 | 297.9 ± 145.8 | 306.1 ± 95.2 | 295.5 ± 169.6 | 310.8 ± 114.6 | 335.6 ± 134.3 | 263.7 ± 120.2 |
| MaxOV (mL) | 9.4 (7.3–11.9) | 10.9 (8.2–12.0) | 12.4 (8.8–15.8) | 7.5 (5.5–10.2) | 9.2 (5.4–11.6) | 11.6 (7.0–13.4) | 10.2 (6.1–11.3) | 7.6 (5.6–8.8) |
| Follicle number ≥ 12 (%) | 97.1 | 97.1 | 66.7 | 16.7 | 77.8 | 77.8 | 93.8 | 56.3 |
| FPG (mmol/L) | 5.2 (4.9–5.7) | 5.2 (4.9–5.6) | 5.2 (5.0–5.6) | 5.4 (4.3–5.7) | 5.3 (4.6–6.7) | 4.2 (3.8–4.5) | 5.6 (4.9–6.9) | 4.9 (5.2–5.6) |
| Fasting insulin (μIU/ml) | 24.3 (17.8–38.0) | 21.4 (13.4–48.2) | 23.6 (22.6–27.3) | 27.6 (17.5–46.2) | 32.2 (25.1–88.3) | 7.6 (3.8–12.6) | 21.3 (18.0–30.9) | 6.7 (4.4–9.0) |
| HOMA-IR | 5.5 (4.1–9.2) | 5.3 (2.9–9.5) | 5.6 (5.0–6.7) | 5.1 (3.3–6.9) | 8.2 (5.4–25.6) | 1.3 (0.7–2.5) | 6.6 (4.4–9.0) | 1.4 (0.9–2.0) |
| HbAlc (%) | 5.7 (5.5–6.0) | 5.5 (5.2–5.7) | 5.8 (5.3–6.0) | 5.4 (5.2–5.8) | 5.8 (5.4–6.0) | 5.0 (4.9–5.1) | 5.8 (5.5–6.0) | 5.2 (4.9–5.6) |
| Triglycerides (mmol/L) | 1.5 (0.8–2.1) | 1.5 (0.8–1.9) | 1.2 (1.1–1.8) | 1.3 (1.0–1.8) | 1.5 (1.1–1.7) | 0.8 (0.7–1.0) | 1.5 (1.2–2.2) | 0.8 (0.6–1.0) |
| Total cholesterol (mmol/L) | 5.0 (4.3–5.5) | 5.0 (4.4–6.0) | 4.9 (3.9–5.7) | 5.0 (4.2–5.7) | 5.2 (4.2–5.5) | 4.9 (4.3–5.5) | 4.5 (4.4–5.2) | 4.2 (3.7–4.8) |
| HDL (mmol/L) | 1.2 (1.1–1.5) | 1.3 (1.1–1.4) | 1.1 (1.0–1.3) | 1.7 (1.1–1.9) | 1.0 (0.8–1.3) | 1.3 (1.1–1.4) | 1.1 (0.9–1.2) | 1.3 (1.1–1.5) |
| LDL (mmol/L) | 3.1 ± 0.8 | 3.0 ± 0.9 | 3.1 ± 0.9 | 3.1 ± 0.5 | 2.9 ± 0.6 | 2.3 ± 0.5 | 3.1 ± 0.8 | 2.5 ± 0.8 |
Data are presented as median (interquartile range) or mean ± standard error of the mean.
Abbreviations: BMI, body mass index; DHEAS, dehydroepiandrosterone sulfate; FAI, free androgen index; FPG, fasting plasma glucose; HbAlc, glycosylated hemoglobin A1c; HDL-C, high-density lipoprotein cholesterol; HOMA-IR, homeostatic model of insulin resistance; LDL-C, low-density cholesterol lipoprotein; MaxOV, maximum ovarian volume; SHBG, sex hormone–binding globulin; TC, total cholesterol; TG, triglycerides; TWL, total weight loss; W/H, ratio of waist circumference to hip circumference.
*P < 0.05,
** P < 0.01,
*** P < 0.001, endpoint vs baseline in the same outcome of one treatment;
# P < 0.05,
## P < 0.01,
### P < 0.001, endpoint vs endpoint in the same treatment group;
† P < 0.05,
†† P < 0.01,
††† P < 0.001, baseline vs baseline in the same subgroup.
Univariate and multivariate analyses for determining the key factors of nonremission outcome
| Variable | Univariate model | Multivariate model | ||
|---|---|---|---|---|
| OR (95%CI) |
| OR (95%CI) |
| |
| BMI (kg/m2) | 1.641(1.339–2.011) | <0.001 | 2.403 (1.475–3.917) | <0.001 |
| TWL (%) | 0.899 (0.863–0.938) | <0.001 | 1.242 (0.946–1.630) | 0.834 |
| SHBG (nmol/L) | 1.015 (0.982–1.043) | <0.001 | 1.000 (0.962–1.040) | 0.986 |
| FAI (%) | 1.812 (1.324–2.446) | <0.001 | 1.072 (0.791–1.453) | 0.655 |
| MaxOV (ml) | 1.458 (1.110–1.915) | 0.007 | 1.242 (0.946–1.630) | 0.119 |
| HOMA-IR | 1.261 (1.078–1.475) | 0.004 | 0.961 (0.759–1.217) | 0.741 |
The multivariate model was adjusted for age, waist circumference, hip circumference, androstenedione, DHEAS, HOMA-IR, TC, TG, HDL-C, and LDL-C. The BMI in the table refers to BMI of patients at the endpoint.
Abbreviations: BMI, body mass index; FAI, free androgen index; FPG, fasting plasma glucose; MaxOV, maximum ovarian volume; OR, odds ratio; SHBG, sex hormone–binding globulin; TWL, total weight loss.
Figure 4.ROC curve for the drug and surgical groups. (A) Drug group, (B) Surgical group. As a reference, a curve with an AUC of 0.5 has been plotted (dashed line). Abbreviations: AUC, area under the curve; ROC, receiver operating characteristic.
Characteristics of subjects with different BMI stratification at baseline and endpoint with drug or surgery treatment
| Drug group | Surgery group | |||||||
|---|---|---|---|---|---|---|---|---|
| BMI < 27.5 ( | BMI ≥ 27.5 ( | BMI < 26 ( | BMI ≥ 26 ( | |||||
| Baseline | Endpoint | Baseline | Endpoint | Baseline | Endpoint | Baseline | Endpoint | |
| Complete remission rate (%) | 100 | 2.9 | 93.8 | 22.2 | ||||
| Age (yr) | 24.8 ± 3.0 | 28.0 ± 0.8 | 28.5 ± 0.9 | 29.1 ± 1.4 | ||||
| Weight (kg) | 78.2 ± 4.6 | 69.2 ± 3.2 | 87.2 ± 1.9 | 83.7 ± 1.8 | 95.1 ± 2.7 | 62.0 ± 1.3 | 108.8 ± 3.0 | 77.0 ± 1.7 |
| BMI (kg/m2) | 29.3 (28.0–30.4) | 25.9 (25.4–27.1) | 31.3 (30.1–34.5) | 30.4 (29.1–32.4) | 34.7 (31.8–37.6) | 22.9 (21.5–24.4) | 40.4 (37.1–46.6) | 28.7 (27.5–28.9) |
| TWL (%) | 9.3 (6.7-16.4) | 4.5(2.4-6.0) | 34.2 (28.7-39.2) | 29.1 (24.9-40.0) | ||||
| Waist (cm) | 95.0 (93.5–100.5) | 92.0 (82.5–95.0) | 99.0 (95.0–105.0) | 98.0 (92.0–103.0) | 109.0 (102.3–118.6.0) | 81.5 (75.3–85.8) | 115.0 (111.5–134.0) | 92.0 (90.0–95.0) |
| Hip (cm) | 102.0 (90.0–112.0) | 102.0 (90.5–112.0) | 106.0 (102.0–112.0) | 108.0 (104.0–110.0) | 112.0 (106.5–121.0) | 93.5 (88.5–100.0) | 113.0 (112.0–136.0) | 102.0 (98.5–103.5) |
| W/H | 1.0 ± 0.05 | 0.9 ± 0.06 | 0.9 ± 0.01 | 0.9 ± 0.09 | 1.0 ± 0.01 | 0.9 ± 0.01 | 1.0 ± 0.01 | 0.90 ± 0.02 |
| Total testosterone(nmol/L) | 2.2 (1.4–3.2) | 2.4 (2.1–2.9) | 1.9 (1.4–2.3) | 1.8 (1.4–2.4) | 1.9 (1.4–2.8) | 1.3 (1.1–1.8) | 2.1 (1.2–2.6) | 1.4 (1.0–2.2) |
| SHBG (nmol/L) | 29.1 (13.4–37.2) | 65.1 (24.8–71.8) | 21.9 (16.1–29.7) | 22.0 (18.3–33.6) | 15.7 (11.1–19.5) | 58.1 (44.8–68.6) | 14.2 (10.6–21.1) | 74.7 (60.3–119.6) |
| FAI (%) | 9.1 (6.5–11.8) | 4.4 (3.0–10.7) | 9.5 (6.5–11.8) | 7.2 (4.6–11.6) | 12.8 (9.3–20.3) | 2.8 (2.0–4.0) | 14.2 (5.8–26.9) | 1.6 (1.1–3.2) |
| MaxOV (ml) | 10.2 (6.1–11.2) | 7.6 (5.1–8.7) | 9.2 (5.4–11.8) | 6.1 (5.0–9.6) | 10.6 (8.5–16.8) | 8.1 (5.7–11.8) | 9.9 (7.7–12.1) | 10.7 (7.6–11.7) |
| Follicle number ≥ 12 (%) | 60 | 20 | 97.1 | 97.1 | 93.8 | 56.3 | 77.8 | 77.8 |
| FPG (mmol/L) | 5.1 (5.0–5.4) | 5.3 (4.2–5.7) | 5.2 (4.9–5.7) | 5.2 (4.9–5.6) | 5.3 (4.9–6.9) | 4.4 (4.2–4.9) | 6.3 (4.7–6.9) | 4.4 (3.7–4.8) |
| Fasting insulin (μIU/ml) | 23.2 (22.5–30.3) | 25.7 (17.4–47.2) | 22.8 (17.8–35.6) | 24.4 (14.1–47.6) | 23.4(18.0–30.9) | 6.7 (5.1–9.0) | 32.2 (20.9–88.3) | 5.7 (2.2–9.4) |
| HOMA-IR | 5.2 (5.0–7.2) | 6.1 (3.3–12.0) | 5.5 (4.1–9.0) | 4.6 (2.6–9.7) | 6.4 (4.3–8.9) | 1.4 (1.0–1.9) | 8.2 (5.5–25.6) | 1.3 (0.4–1.8) |
| HbAlc (%) | 5.7 (5.3–5.9) | 5.3 (5.1–5.6) | 5.7 (5.5–6.0) | 5.5 (3.2–9.5) | 5.8 (5.5–6.4) | 5.2 (4.9–5.5) | 5.8 (5.4–6.4) | 5.0 (4.8–5.3) |
| Triglycerides (mmol/L) | 1.3 (1.1–1.9) | 1.4 (1.2–2.3) | 1.5 (0.8–2.0) | 1.4 (0.8–1.9) | 1.5 (1.2–2.0) | 0.8 (0.6–1.0) | 1.55 (1.1–2.7) | 0.9 (0.7–1.1) |
| Total cholesterol (mmol/L) | 5.5 (3.8–5.7) | 6.0 (5.5–6.2) | 4.9 (4.3–5.5) | 5.0 (4.2–5.9) | 5.2 (4.2–5.5) | 4.8 (4.3–5.5) | 4.5 (4.4–5.4) | 4.1 (3.7–4.9) |
| HDL-C (mmol/L) | 1.1 (1.0–1.4) | 1.7 (1.7–1.9) | 1.1 (1.2–1.5) | 1.2 (1.1–1.4) | 1.1 (0.9–1.3) | 1.2 (1.0–1.5) | 1.0 (0.8–1.2) | 1.3 (1.2–1.4) |
| LDL-C (mmol/L) | 3.2 ± 0.5 | 3.3 ± 0.3 | 3.1 ± 0.1 | 3.1 ± 0.2 | 3.1 ± 0.2 | 2.8 ± 0.2 | 3.1 ± 0.1 | 2.3 ± 0.2 |
Data are presented as median (interquartile range) or mean ± standard error of the mean.
Abbreviations: BMI, body mass index; DHEAS, dehydroepiandrosterone sulfate; FAI, free androgen index; FPG, fasting plasma glucose; HbAlc, glycosylated hemoglobin A1c; HDL-C, high-density lipoprotein cholesterol; HOMA-IR, homeostatic model of insulin resistance; LDL-C, low-density lipoprotein cholesterol; MaxOV, maximum ovarian volume; SHBG, sex hormone–binding globulin; TC, total cholesterol; TG, triglycerides; W/H, ratio of waist circumference to hip circumference.
*P < 0.05,
** P < 0.01,
*** P < 0.001, endpoint vs baseline in the same subgroup;
# P < 0.05,
## P < 0.01,
### P < 0.001, baseline vs baseline in the same treatment group.
Figure 5.Subgroup analysis based on the cutoff values. Comparison of patients over the cutoff value of BMI in the drug group for (A) complete remission rate, (B) TWL, (C) FAI, (D) MaxOV, and (E) the percentage of patients with over 12 follicles, and in the surgical group for (F) complete remission rate, (G) TWL, (H) FAI, (I) MaxOV, and (J) the percentage of patients with over 12 follicles. Abbreviations: BMI, body mass index; FAI, free androgen index; MaxOV, maximum ovarian volume; TWL, total weight loss.