Skip to main content
Top
Published in: Journal of Ovarian Research 1/2016

Open Access 01-12-2016 | Research

Application of receiver operating characteristic curve in the assessment of the value of body mass index, waist circumference and percentage of body fat in the Diagnosis of Polycystic Ovary Syndrome in childbearing women

Authors: Pan Dou, Huiyan Ju, Jing Shang, Xueying Li, Qing Xue, Yang Xu, Xiaohui Guo

Published in: Journal of Ovarian Research | Issue 1/2016

Login to get access

Abstract

Background

There are various parameters to analyze obesity, however, no standard reference to predict, screen or diagnose PCOS with various obesity parameters has been established, and the accuracy of these parameters still needs to be studied.This study was to use the receiver operating characteristic (ROC) curve to explore the different values of three obesity parameters, body mass index (BMI), waist circumference (WC) and percentage of body fat (PBF) in the diagnosis of polycystic ovary syndrome (PCOS) in Chinese childbearing women.

Methods

Three hundred patients who were diagnosed with PCOS at Center of Reproductive Medicine and Genetics of Peking University First Hospital were enrolled in this study, and 110 healthy age-matched women were enrolled as controls. The characteristics of BMI, WC and PBF in PCOS patients were analyzed.

Results

Compared with the control group, all the three obesity parameters were significantly increased in PCOS group. In terms of ROC area under the curve, WC > PBF > BMI, and they were all significantly different from those of the control. At a cut-off point of 80.5 cm, WC has a sensitivity of 73.6 % and a specificity of 85 % in diagnosis of PCOS; At a cut-off point of 29 %, PBF has a sensitivity of 88.2 % and a specificity of 57.7 % in diagnosis of PCOS; and at a cut-off point of 26.6 kg/m2, BMI has a sensitivity of 54.5 % and a specificity of 98 % in diagnosis of PCOS.

Conclusion

WC, BMI and PBF are valuable in screening and diagnosis of PCOS in Chinese childbearing women. PBF can be used to screen PCOS as it has a better sensitivity, while BMI can be used in the diagnosis of PCOS as it has a better specificity.
Literature
3.
5.
go back to reference Martínezbermejo E, Luqueramírez M, Escobarmorreale HF. Obesity and the polycystic ovary syndrome. Minerva Endocrinol. 2007;32:129–40. Martínezbermejo E, Luqueramírez M, Escobarmorreale HF. Obesity and the polycystic ovary syndrome. Minerva Endocrinol. 2007;32:129–40.
9.
go back to reference Moran LJ, Ranasinha S, Zoungas S, Mcnaughton S, Brown W, Teede H. The contribution of diet, physical activity and sedentary behaviour to body mass index in women with and without polycystic ovary syndrome. Hum Reprod. 2013;28:2276–83. doi:10.1093/humrep/det256.CrossRefPubMed Moran LJ, Ranasinha S, Zoungas S, Mcnaughton S, Brown W, Teede H. The contribution of diet, physical activity and sedentary behaviour to body mass index in women with and without polycystic ovary syndrome. Hum Reprod. 2013;28:2276–83. doi:10.​1093/​humrep/​det256.CrossRefPubMed
10.
go back to reference Huber-Buchholz MM, Carey DG, Norman RJ. Restoration of reproductive potential by lifestyle modification in obese polycystic ovary syndrome: role of insulin sensitivity and luteinizing hormone. J Clin Endocrinol Metab. 1999;84:1470–4. doi:10.1210/jcem.84.4.5596.PubMed Huber-Buchholz MM, Carey DG, Norman RJ. Restoration of reproductive potential by lifestyle modification in obese polycystic ovary syndrome: role of insulin sensitivity and luteinizing hormone. J Clin Endocrinol Metab. 1999;84:1470–4. doi:10.​1210/​jcem.​84.​4.​5596.PubMed
11.
go back to reference Crosignani PG, Colombo M, Vegetti W, Somigliana E, Gessati A, Ragni G. Overweight and obese anovulatory patients with polycystic ovaries: parallel improvements in anthropometric indices, ovarian physiology and fertility rate induced by diet. Hum Reprod. 2003;18:1928–32.CrossRefPubMed Crosignani PG, Colombo M, Vegetti W, Somigliana E, Gessati A, Ragni G. Overweight and obese anovulatory patients with polycystic ovaries: parallel improvements in anthropometric indices, ovarian physiology and fertility rate induced by diet. Hum Reprod. 2003;18:1928–32.CrossRefPubMed
12.
go back to reference Legro RS, Dodson WC, Kunselman AR, et al. Benefit of Delayed Fertility Therapy with Preconception Weight Loss over Immediate Therapy in Obese Women with PCOS. J Clin Endocrinol Metab. 2016: jc20161659. doi:10.1210/jc.2016-1659. Legro RS, Dodson WC, Kunselman AR, et al. Benefit of Delayed Fertility Therapy with Preconception Weight Loss over Immediate Therapy in Obese Women with PCOS. J Clin Endocrinol Metab. 2016: jc20161659. doi:10.​1210/​jc.​2016-1659.
13.
go back to reference Bhandari S, Ganguly I, Bhandari M, et al. Effect of sleeve gastrectomy bariatric surgery-induced weight loss on serum AMH levels in reproductive aged women. Gynecol Endocrinol. 2016: 1-4. DOI:10.3109/09513590.2016.1169267. Bhandari S, Ganguly I, Bhandari M, et al. Effect of sleeve gastrectomy bariatric surgery-induced weight loss on serum AMH levels in reproductive aged women. Gynecol Endocrinol. 2016: 1-4. DOI:10.​3109/​09513590.​2016.​1169267.
14.
go back to reference Ha L, Li X. Effect of high protein diet and regular exercise in obese patients with polycystic ovary syndrome. Ningxia Med. 2013;35:3. Ha L, Li X. Effect of high protein diet and regular exercise in obese patients with polycystic ovary syndrome. Ningxia Med. 2013;35:3.
15.
go back to reference Soares NP, Santos AC, Costa EC, et al. Diet-induced weight loss reduces DNA damage and cardiometabolic risk factors in overweight/obese women with polycystic ovary syndrome. Ann Nutr Metab. 2016;68:220–7. doi:10.1159/000444130.CrossRefPubMed Soares NP, Santos AC, Costa EC, et al. Diet-induced weight loss reduces DNA damage and cardiometabolic risk factors in overweight/obese women with polycystic ovary syndrome. Ann Nutr Metab. 2016;68:220–7. doi:10.​1159/​000444130.CrossRefPubMed
16.
go back to reference He X, Tao Q, Li X. Influence of gender and age on the diagnostic criteria of overweight and obesity in adult with BMI. Chin J Public Health. 2009;25:4. He X, Tao Q, Li X. Influence of gender and age on the diagnostic criteria of overweight and obesity in adult with BMI. Chin J Public Health. 2009;25:4.
17.
go back to reference Rotterdam EA-SPcwg. Revised 2003 consensus on diagnostic criteria and long-term health risks related to polycystic ovary syndrome (PCOS). Hum Reprod. 2004;19:41–7.CrossRef Rotterdam EA-SPcwg. Revised 2003 consensus on diagnostic criteria and long-term health risks related to polycystic ovary syndrome (PCOS). Hum Reprod. 2004;19:41–7.CrossRef
18.
go back to reference Wijeyaratne CN, Seneviratne Rde A, Dahanayake S, et al. Phenotype and metabolic profile of South Asian women with polycystic ovary syndrome (PCOS): results of a large database from a specialist Endocrine Clinic. Hum Reprod. 2011;26:202–13. doi:10.1093/humrep/deq310.CrossRefPubMed Wijeyaratne CN, Seneviratne Rde A, Dahanayake S, et al. Phenotype and metabolic profile of South Asian women with polycystic ovary syndrome (PCOS): results of a large database from a specialist Endocrine Clinic. Hum Reprod. 2011;26:202–13. doi:10.​1093/​humrep/​deq310.CrossRefPubMed
20.
go back to reference Pan B, Zhang X, Liu S. Evaluation of the ROC analysis in SPSS in the test/diagnosis. Strait J Prev Med. 2003;9:5. Pan B, Zhang X, Liu S. Evaluation of the ROC analysis in SPSS in the test/diagnosis. Strait J Prev Med. 2003;9:5.
21.
go back to reference Chen L, Lan Z, Zhang D. The value of different obese criteria for the assessment of insulin resistance in women with polycystic ovary syndrome. Sichuan Da Xue Xue Bao Yi Xue Ban. 2013;44:5. Chen L, Lan Z, Zhang D. The value of different obese criteria for the assessment of insulin resistance in women with polycystic ovary syndrome. Sichuan Da Xue Xue Bao Yi Xue Ban. 2013;44:5.
23.
go back to reference Oh JY, Sung YA, Lee HJ, Oh JY, Chung HW, Park H. Optimal waist circumference for prediction of metabolic syndrome in young Korean women with polycystic ovary syndrome. Obesity (Silver Spring). 2010;18:593–7. doi:10.1038/oby.2009.297.CrossRef Oh JY, Sung YA, Lee HJ, Oh JY, Chung HW, Park H. Optimal waist circumference for prediction of metabolic syndrome in young Korean women with polycystic ovary syndrome. Obesity (Silver Spring). 2010;18:593–7. doi:10.​1038/​oby.​2009.​297.CrossRef
24.
go back to reference Costa EC, Sa JC, Soares EM, Lemos TM, Maranhao TM, Azevedo GD. Anthropometric indices of central obesity how discriminators of metabolic syndrome in Brazilian women with polycystic ovary syndrome. Gynecol Endocrinol. 2012;28:12–5. doi:10.3109/09513590.2011.583956.CrossRefPubMed Costa EC, Sa JC, Soares EM, Lemos TM, Maranhao TM, Azevedo GD. Anthropometric indices of central obesity how discriminators of metabolic syndrome in Brazilian women with polycystic ovary syndrome. Gynecol Endocrinol. 2012;28:12–5. doi:10.​3109/​09513590.​2011.​583956.CrossRefPubMed
28.
29.
go back to reference Zhu S, Wang Z, Heshka S, Heo M, Faith MS, Heymsfield SB. Waist circumference and obesity-associated risk factors among whites in the third National Health and Nutrition Examination Survey: clinical action thresholds. Am J Clin Nutr. 2002;76:743–9.PubMed Zhu S, Wang Z, Heshka S, Heo M, Faith MS, Heymsfield SB. Waist circumference and obesity-associated risk factors among whites in the third National Health and Nutrition Examination Survey: clinical action thresholds. Am J Clin Nutr. 2002;76:743–9.PubMed
30.
go back to reference Wattanapenpaiboon N, Lukito W, Strauss BJ, Hsu-Hage BH, Wahlqvist ML, Stroud DB. Agreement of skinfold measurement and bioelectrical impedance analysis (BIA) methods with dual energy X-ray absorptiometry (DEXA) in estimating total body fat in Anglo-Celtic Australians. Int J Obes Relat Metab Disord. 1998;22:854–60.CrossRefPubMed Wattanapenpaiboon N, Lukito W, Strauss BJ, Hsu-Hage BH, Wahlqvist ML, Stroud DB. Agreement of skinfold measurement and bioelectrical impedance analysis (BIA) methods with dual energy X-ray absorptiometry (DEXA) in estimating total body fat in Anglo-Celtic Australians. Int J Obes Relat Metab Disord. 1998;22:854–60.CrossRefPubMed
32.
go back to reference Okorodudu DO, Jumean MF, Montori VM, et al. Diagnostic performance of body mass index to identify obesity as defined by body adiposity: a systematic review and meta-analysis. Int J Obes (Lond). 2010;34:791–9. doi:10.1038/ijo.2010.5.CrossRef Okorodudu DO, Jumean MF, Montori VM, et al. Diagnostic performance of body mass index to identify obesity as defined by body adiposity: a systematic review and meta-analysis. Int J Obes (Lond). 2010;34:791–9. doi:10.​1038/​ijo.​2010.​5.CrossRef
35.
go back to reference Lavie CJ, De Schutter A, Patel DA, Romero-Corral A, Artham SM, Milani RV. Body composition and survival in stable coronary heart disease: impact of lean mass index and body fat in the “obesity paradox”. J Am Coll Cardiol. 2012;60:1374–80. doi:10.1016/j.jacc.2012.05.037.CrossRefPubMed Lavie CJ, De Schutter A, Patel DA, Romero-Corral A, Artham SM, Milani RV. Body composition and survival in stable coronary heart disease: impact of lean mass index and body fat in the “obesity paradox”. J Am Coll Cardiol. 2012;60:1374–80. doi:10.​1016/​j.​jacc.​2012.​05.​037.CrossRefPubMed
37.
go back to reference Deurenberg-Yap M, Chew SK, Deurenberg P. Elevated body fat percentage and cardiovascular risks at low body mass index levels among Singaporean Chinese, Malays and Indians. Obes Rev. 2002;3:209–15.CrossRefPubMed Deurenberg-Yap M, Chew SK, Deurenberg P. Elevated body fat percentage and cardiovascular risks at low body mass index levels among Singaporean Chinese, Malays and Indians. Obes Rev. 2002;3:209–15.CrossRefPubMed
38.
go back to reference Cruz P, Johnson BD, Karpinski SC, et al. Validity of weight loss to estimate improvement in body composition in individuals attending a wellness center. Obesity (Silver Spring). 2011;19:2274–9. doi:10.1038/oby.2011.102.CrossRef Cruz P, Johnson BD, Karpinski SC, et al. Validity of weight loss to estimate improvement in body composition in individuals attending a wellness center. Obesity (Silver Spring). 2011;19:2274–9. doi:10.​1038/​oby.​2011.​102.CrossRef
39.
go back to reference Wright CM, Sherriff A, Ward SC, McColl JH, Reilly JJ, Ness AR. Development of bioelectrical impedance-derived indices of fat and fat-free mass for assessment of nutritional status in childhood. Eur J Clin Nutr. 2008;62:210–7. doi:10.1038/sj.ejcn.1602714.CrossRefPubMed Wright CM, Sherriff A, Ward SC, McColl JH, Reilly JJ, Ness AR. Development of bioelectrical impedance-derived indices of fat and fat-free mass for assessment of nutritional status in childhood. Eur J Clin Nutr. 2008;62:210–7. doi:10.​1038/​sj.​ejcn.​1602714.CrossRefPubMed
41.
go back to reference Zabuliene L, Tutkuviene J. Body composition and polycystic ovary syndrome. Medicina (Kaunas). 2010;46:142–57. Zabuliene L, Tutkuviene J. Body composition and polycystic ovary syndrome. Medicina (Kaunas). 2010;46:142–57.
Metadata
Title
Application of receiver operating characteristic curve in the assessment of the value of body mass index, waist circumference and percentage of body fat in the Diagnosis of Polycystic Ovary Syndrome in childbearing women
Authors
Pan Dou
Huiyan Ju
Jing Shang
Xueying Li
Qing Xue
Yang Xu
Xiaohui Guo
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Journal of Ovarian Research / Issue 1/2016
Electronic ISSN: 1757-2215
DOI
https://doi.org/10.1186/s13048-016-0260-9

Other articles of this Issue 1/2016

Journal of Ovarian Research 1/2016 Go to the issue