Artificial intelligence approaches to the determinants of women's vaginal dryness using general hospital data.

The aim of this study is to analyse the determinants of women's vaginal dryness using machine learning. Data came from Korea University Anam Hospital in Seoul, Republic of Korea, with 3298 women, aged 40-80 years, who attended their general health check from January 2010 to December 2012. Five machine learning methods were applied and compared for the prediction of vaginal dryness, measured by a Menopause Rating Scale. Random forest variable importance, a performance gap between a complete model and a model excluding a certain variable, was adopted for identifying major determinants of vaginal dryness. In terms of the mean squared error, the random forest (1.0597) was much better than linear regression (17.9043) and artificial neural networks with one, two and three hidden layers (1.7452, 1.7148 and 1.7736, respectively). Based on random forest variable importance, the top-10 determinants of vaginal dryness were menopause age, age, menopause, height, thyroid stimulating hormone, neutrophils, years since menopause, lymphocytes, alkaline phosphatase and blood urea nitrogen. In addition, its top-20 determinants were peak expiratory flow rate, low-density lipoprotein cholesterol, white blood cells, monocytes, cancer antigen 19-9, creatinine, eosinophils, total cholesterol, triglyceride and amylase. Machine learning presents a great decision support system for the prediction of vaginal dryness. For preventing vaginal dryness, preventive measures would be needed regarding early menopause, the thyroid function and systematic inflammation.Impact StatementWhat is already known on this subject? Only a few studies have investigated the risk factors of vaginal dryness in middle-aged women. More research is to be done for finding its various risk factors, identifying its major risk groups and drawing its effective clinical implications.What do the results of this study add? This study is the first machine-learning study to predict women's vaginal dryness and analyse their determinants. The random forest could discuss which factors are more important for the prediction of vaginal dryness. Based on random forest variable importance, menopause age was the most important determinant of vaginal dryness and their association was discovered to be negative in this study. Vaginal dryness was closely associated with the height, rather than the body weight or body mass index. The importance rankings of blood conditions related to systematic inflammation were within the top-20 in this study: neutrophils, lymphocytes, white blood cells, monocytes and eosinophils.What are the implications of these findings for clinical practice and/or further research? Machine learning presents a great decision support system for the prediction of vaginal dryness. For preventing vaginal dryness, preventive measures would be needed regarding early menopause and systematic inflammation.

Machine Learning Approaches to Identify Factors Associated with Women's Vasomotor Symptoms Using General Hospital Data.

BACKGROUND: To analyze the factors associated with women's vasomotor symptoms (VMS) using machine learning. METHODS: Data on 3,298 women, aged 40-80 years, who attended their general health check-up from January 2010 to December 2012 were obtained from Korea University Anam Hospital in Seoul, Korea. Five machine learning methods were applied and compared for the prediction of VMS, measured by the Menopause Rating Scale. Variable importance, the effect of a variable on model performance, was used for identifying the major factors associated with VMS. RESULTS: In terms of the mean squared error, the random forest (0.9326) was much better than linear regression (12.4856) and artificial neural networks with one, two, and three hidden layers (1.5576, 1.5184, and 1.5833, respectively). Based on the variable importance from the random forest, the most important factors associated with VMS were age, menopause age, thyroid-stimulating hormone, and monocyte, triglyceride, gamma glutamyl transferase, blood urea nitrogen, cancer antigen 19-9, C-reactive protein, and low-density lipoprotein cholesterol levels. Indeed, the following variables were ranked within the top 20 in terms of variable importance: cancer antigen 125, total cholesterol, insulin, free thyroxine, forced vital capacity, alanine aminotransferase, forced expired volume in 1 second, height, homeostatic model assessment for insulin resistance, and carcinoembryonic antigen. CONCLUSION: Machine learning provides an invaluable decision support system for the prediction of VMS. For managing VMS, comprehensive consideration is needed regarding thyroid function, lipid profile, liver function, inflammation markers, insulin resistance, monocyte count, cancer antigens, and lung function.

Risk of type 2 diabetes is increased in nonobese women with polycystic ovary syndrome: the National Health Insurance Service-National Sample Cohort Study.

OBJECTIVE: To investigate the relationship between polycystic ovary syndrome (PCOS) and type 2 diabetes mellitus (T2DM) in Korean women. DESIGN: Longitudinal case-control study. SETTING: Not applicable. PATIENT(S): PCOS patients aged 15 to 44 years (n = 1,136) and control individuals (n = 5,675), matched 1:5 by age group, income, and region of residence. INTERVENTION(S): Not applicable. MAIN OUTCOME MEASURE(S): The occurrence of T2DM. RESULT(S): In the PCOS and control groups, 15.7% and 14.4%, respectively, were obese (body mass index ≥25 kg/m2). The incidence rate of T2DM was 15.84/1,000 and 5.80/1,000 person-years in the PCOS and control groups, respectively. The unadjusted hazard ratio (HR) of T2DM in women with PCOS was 2.6-fold higher than that in control individuals. Women with PCOS still had a higher HR of T2DM than did control individuals after adjustment for body mass index, family history of T2DM, physical exercise level, and total cholesterol. PCOS was significantly associated with T2DM in women both with and without obesity. CONCLUSION(S): PCOS is independently associated with an increased incidence of T2DM in both obese and nonobese women. Screening for T2DM should be considered for both obese and nonobese women with PCOS in Korea.

Comparison of various menopausal symptoms and risk factor analysis in Korean women according to stage of menopause.

OBJECTIVE: To determine the prevalence and severity of menopausal symptoms and their related risk factors among middle-aged Korean women according to their reproductive stages. METHODS: This cross-sectional study included 3039 Korean women, aged 45-65 years, who attended their routine health checkup. Their scores from the Menopause Rating Scale (MRS) were compared and participants were categorized into four groups according to stage of menopause: premenopause, early menopause (≤2 years from their last menstruation), mid-menopause (2-8 years), and late menopause (>8 years). RESULTS: The mean age of the participants was 52.81 ± 5.39 years, and 98.5 % of them reported one or more symptoms included in the MRS. The most common symptom was physical/mental exhaustion, experienced by 86.7 % of participants. The prevalence of moderate to severe symptoms, including vasomotor symptoms, heart discomfort, sleep problems, sexual problems, vaginal dryness, and joint/muscular discomfort, increased in the early menopausal period. This increased in the late menopausal period compared with its prevalence at premenopause. The prevalence of moderate to severe psychological symptoms, heart discomfort, and sleep problems followed a U-shaped trend after menopause: high at early menopause, low at mid-menopause, and high again at late menopause. A low level of physical exercise was an independent risk factor for a high total MRS score; however, the menopausal stages, age, and weight were also variously associated with menopausal symptoms. CONCLUSIONS: Several menopausal symptoms remain severe, or are aggravated, until the late menopausal period among Korean women. More attention is warranted to manage these symptoms in postmenopausal women.

Endometriosis Is Associated with Adverse Pregnancy Outcomes: a National Population-Based Study.

Pregnancy and neonatal outcomes in women diagnosed with endometriosis were investigated using data collected from the Korea National Health Insurance Claims Database and the National Health Screening Program for Infants and Children. A total of 3,778,561 women who gave birth between 2007 and 2015 were identified, and 1,938,424 primiparous women and their newborns were included in this study. Women with a diagnosis of endometriosis had a significantly higher incidence of multiple pregnancy, cesarean section, breech presentation, postpartum hemorrhage, placental abruption, placenta previa, and stillbirth than women without endometriosis (P < 0.0001). The rates of preterm birth and low birth weight were also increased in women with endometriosis (P < 0.0001). After adjusting for age, the estimated risks of these outcomes remained significant. Women previously diagnosed with endometriosis have an increased risk of adverse pregnancy and neonatal outcomes. Particular attention and information regarding these conditions should be provided to women with endometriosis during the preconception or antenatal periods.

Vasomotor Symptoms: More Than Temporary Menopausal Symptoms.

Vasomotor symptoms (VMS), such as hot flashes and night sweating, are classic menopausal symptoms experienced by a majority of perimenopausal and postmenopausal women. VMS have received a great deal of attention due to their relationship with cardiometabolic risk. Further, accumulating evidence indicates that VMS are associated with an increased risk of several chronic diseases, including metabolic syndrome, type 2 diabetes mellitus, nonalcoholic fatty liver diseases, and osteoporosis in perimenopausal and postmenopausal women. These findings suggest VMS as biomarkers of impaired cardiometabolic conditions rather than just temporary symptoms in menopausal women, warranting further studies to confirm the casual relationship of VMS with these diseases and the exact underlying mechanism in this context.

Moderate to severe vasomotor symptoms are risk factors for non-alcoholic fatty liver disease in postmenopausal women.

OBJECTIVE: To evaluate the association between vasomotor symptoms (VMS) and non-alcoholic fatty liver disease (NAFLD) in postmenopausal women. METHODS: This cross-sectional study included 1793 Korean postmenopausal women aged 45-65 years who attended a routine health check at a Korean institution from January 2010 to December 2012. Their scores on the Menopause Rating Scale were used to assess VMS. Moderate to severe VMS included ratings of moderate, severe, and very severe. NAFLD was diagnosed by abdominal ultrasound among those who indicated that their ethanol intake was less than 70 g/week. RESULTS: The mean age of these participants was 54.51 ± 4.74 years and the mean duration of menopause was 5.36 ± 4.41 years. A total of 602 (33.6%) women reported mild VMS while 435 (24.3%) reported moderate to severe VMS. The prevalence of NAFLD differed significantly according to the severity of VMS (none, 31.7%; mild, 34.9%; moderate to severe, 39.1%; p = 0.037). Levels of the liver enzymes alanine aminotransferase, alkaline phosphatase, and gamma-glutamyl transferase were significantly higher in women with moderate to severe VMS than in those without VMS. Logistic regression analysis revealed that moderate to severe VMS were significantly associated with the risk of NAFLD (OR: 1.50, 95% CI: 1.10-2.03) after adjusting for age, years since menopause, central obesity, alcohol use, smoking, exercise, and insulin resistance. CONCLUSIONS: Moderate to severe VMS are associated with NAFLD and worse liver function profiles in otherwise healthy postmenopausal women. Further longitudinal studies are needed to investigate casual relationships and underlying mechanisms.

The prevalence and treatment pattern of clinically diagnosed pelvic organ prolapse: a Korean National Health Insurance Database-based cross-sectional study 2009-2015.

The study aim was to evaluate the prevalence of pelvic organ prolapse using claim data of South Korea and to evaluate treatment patterns. The Korea National Health Insurance Corporation pay medical costs for most diseases. This study used Health Insurance Review & Assessment Service-National Inpatient Sample (HIRA-NIS) 2009-2015. Pelvic organ prolapse was defined by diagnostic code (N81.x). Of the approximately 4.5 million women included in HIRA-NIS 2009-2015, 10,305 women were selected as having pelvic organ prolapse, and the mean age of the pelvic organ prolapse group was 63.9 ± 0.2 years. The prevalence of pelvic organ prolapse was 180 ± 4 per 100,000 population in women older than 50 years old. In logistic regression analysis, constipation increased the prevalence of all pelvic organ prolapse (odds ratio, 4.04; 95% confidence interval, 3.52-4.63; P < 0.01). The number of women requiring pessary only and surgery only were 26 ± 2 per 100,000 population and 89 ± 1 per 100,000 population, respectively, for women over 50 years of age. The prevalence of pelvic organ prolapse was quite lower than in previous studies. Surgery peaked at approximately 70 years of age. Pessary increased dramatically among women after the age of 65.

Increased expression of resistin in ectopic endometrial tissue of women with endometriosis.

PROBLEM: Inflammation is a key process in the establishment and progression of endometriosis. Resistin, an adipocytokine, has biological properties linked to immunologic functions, but its role in endometriosis is unclear. METHOD OF STUDY: Resistin gene expression was examined in eutopic and ectopic endometrial tissues from women with (n=25) or without (n=25) endometriosis. Resistin mRNA and protein levels were determined in endometrial tissue using quantitative real-time reverse transcription PCR and Western blotting, following adipokine profiling arrays. RESULTS: Resistin protein was detected in human endometrial tissues using an adipokine array test. Resistin mRNA and protein levels were significantly higher in ectopic endometrial tissue of patients with endometriosis than in normal eutopic endometrial tissue. CONCLUSION: Our results indicate that resistin is differentially expressed in endometrial tissues from women with endometriosis and imply a role for resistin in endometriosis-associated pelvic inflammation.

Surgical proficiency decreases the rate of healing abnormalities using anterior transobturator mesh in cystocele women.

Aims: The objective of this study is to report the outcomes of cystocele repair with anterior transobutrator mesh kits.  Methods: 119 consecutive women with cystoceles were treated between January 2006 and November 2010 by a single surgeon at a university hospital using the anterior transobturator mesh kit procedure. Postoperative follow-up visits were scheduled at 1, 6, and 12 months after surgery. Results: A total of 114 women who were operated on with the anterior transobturator mesh kit completed 12 months of follow-up. The population had a mean age of 65.8 ± 7.0, a body mass index of 25.1 ± 3.0, and a parity average of 4.0 ± 1.7. An overall anatomic cure was reported for 108 patients (94.7%). The Ba point of the POP-Q exam used for grading cystoceles decreased significantly from 2.5 ± 1.6 cm to -2.8 ± 0.8 cm after 12 months (P < 0.01). One patient (0.9%) presented with bladder perforation, and five patients (4.4%) showed with healing abnormalities. Surgical case volume was negatively correlated with healing abnormalities after adjusting for age, body mass index, operation time, and parity (P = 0.15).  Conclusion: The surgeon's experience decreases the incidence of healing abnormalities using anterior transobturator mesh in cystocele women. The anatomical cure rate of anterior transobturator mesh is quite good.

Vasomotor symptoms and osteoporosis in Korean postmenopausal women.

OBJECTIVES: This study examined the relationships between vasomotor symptoms (VMS), bone mineral density (BMD) and osteoporosis in postmenopausal women. STUDY DESIGN: A cross-sectional study was conducted of 1390 postmenopausal Korean women aged 45-65 years who attended a routine health check-up at a single institution. Their results on the Menopause Rating Scale were used to assess VMS, and moderate, severe, and very severe VMS were combined into moderate-to-severe VMS. MAIN OUTCOME MEASURES: The relationships of VMS with BMD and osteoporosis in the lumbar spine and femoral neck bone were analyzed by multivariate regression analyses. RESULTS: The mean age of all participants was 54.63 ± 4.78 years. Four hundred seventy-one (33.9%) women reported mild VMS and 344 (24.7%) reported moderate-to-severe VMS. Osteoporosis was newly diagnosed in 156 (11.2%) women. BMD levels were not significantly different among the no/mild/moderate-to-severe VMS groups, despite the significant differences in the prevalence of osteoporosis in the femoral neck bone. Women with mild VMS and those with moderate-to-severe VMS had a lower BMD than women without VMS after adjustment for age, years since menopause, years of reproductive age, BMI, insulin resistance, smoking, alcohol, steroids use, exercise, previous fracture and parental history of hip fracture. And moderate-to-severe VMS was significantly associated with the risk of osteoporosis in the femoral neck bone (OR = 2.97, 95% CI = 1.41-6.26) and in the lumbar spine (OR = 1.93, 95% CI = 1.09-3.40). CONCLUSIONS: VMS are associated with decreased BMD, and moderate-to-severe VMS in particular are independently associated with the risk of osteoporosis in otherwise healthy postmenopausal Korean women.

Body fat distribution and its associated factors in Korean women with polycystic ovary syndrome.

AIM: To investigate the body fat distribution in Korean women with polycystic ovary syndrome (PCOS) and the association of those distribution with metabolic parameters and hormone profiles. METHODS: A total 90 patients with PCOS and 97 women without PCOS (control group) were included in this study. Total body fat, abdominal visceral fat, and subcutaneous fat were determined on abdominal fat computed tomography. Lipid profiles and sex-hormone binding globulin (SHBG), testosterone, free androgen index (FAI), and cortisol were measured in PCOS group. RESULTS: Total body fat and body fat distribution in the PCOS group were not significantly different from the control group in Korean women (P = 0.054, P = 0.761, P = 0.104), but abdominal visceral to subcutaneous fat ratio was larger in the PCOS group than the control group (P = 0.047). Not only total body fat and visceral fat, but also subcutaneous fat in the PCOS group had a positive correlation with homeostatic model assessment-insulin resistance, fasting blood sugar, low-density lipoprotein cholesterol, triglyceride, systolic blood pressure, diastolic blood pressure, fasting insulin, free testosterone, FAI, body mass index, but negative correlation with SHBG and high-density lipoprotein cholesterol. CONCLUSIONS: Korean PCOS women had the same body fat distribution as the control group. Subcutaneous fat was also correlated with metabolic parameters and hormone profiles in the Korean PCOS group.

Chemerin Expression in the Peritoneal Fluid, Serum, and Ovarian Endometrioma of Women with Endometriosis.

PROBLEM: Inflammation is an essential process in the pathogenesis of endometriosis. METHOD OF STUDY: Serum and peritoneal fluid (PF) samples were collected from women with endometriosis (n = 31) and women without endometriosis (n = 48). Chemerin, tumor necrosis factor-alpha (TNF-α), and interleukin-6 (IL-6) levels in serum and PF samples were determined with a specific enzyme-linked immunosorbent assay. Eutopic endometrial tissue from controls and ovarian endometriotic cysts were obtained during surgery. Expression of chemerin and chemerin receptors in ectopic and eutopic endometrial tissues was measured on real-time reverse transcriptase-polymerase chain reaction. Protein expression was examined with Western blot and densitometric analysis. RESULTS: Chemerin concentrations were higher in PF from women with endometriosis than that in that from controls. PF chemerin concentrations were significantly correlated with both TNF-α and IL-6 levels in PF. The mRNA and protein of chemerin and its receptor were significantly increased in the ovarian endometrioma tissue compared with eutopic endometrium of controls. CONCLUSION: These findings suggest that chemerin plays a role in endometriosis-related pelvic inflammation.

High rate of nickel allergy in women with endometriosis: a 3-year population-based study.

AIM: The aim of this study was to evaluate the prevalence rates of nickel allergy, contact dermatitis, drug allergy, allergic rhinitis and atopic dermatitis among women with and without endometriosis. MATERIAL AND METHODS: Data were obtained from the National Patient Sample of the Republic of Korea, which was provided by the Korean Health Insurance Review and Assessment Service. We evaluated women aged 20-40 years who visited a health care institution from 2009-2011. We estimated the prevalence of allergic diseases among women with and without endometriosis. RESULTS: We extracted a sample of 1 843 447 women from the total patient sample of approximately 3 million. We identified 7259 women with endometriosis and 535 818 women without endometriosis. After adjusting for age and data year, the women with endometriosis had higher rates of nickel allergy (odds ratio = 1.175; 95% confidence interval, 1.011-1.366; P = 0.04). Additionally, after adjusting for age, data year and other allergic diseases, the women with endometriosis had higher rates of nickel allergy (odds ratio = 1.167; 95% confidence interval, 1.004-1.357; P = 0.04). After adjusting for other covariates, we found that other allergic disorders, such as allergic rhinitis, atopic dermatitis and contact dermatitis, were not associated with endometriosis. CONCLUSION: Women with endometriosis had higher rates of nickel allergy. Further research is required to clarify the relation between nickel allergy and endometriosis.

Vasomotor symptoms and metabolic syndrome in Korean postmenopausal women.

OBJECTIVE: This study aims to evaluate the association between vasomotor symptoms and risk of metabolic syndrome in Korean postmenopausal women. METHODS: We carried out a cross-sectional study of 1,906 Korean postmenopausal women (aged 45-65 y) who were attending a routine health checkup at an institution in Korea from January 2010 to December 2012. To assess vasomotor symptoms, we created a dichotomous variable (none or present) using Menopause Rating Scale results. Metabolic syndrome was defined by the updated criteria of the National Cholesterol Education Program Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III). RESULTS: In total, 1,906 women were included in the analysis; 1,105 (58.0%) women reported some degree of vasomotor symptoms. Women with vasomotor symptoms were younger and had shorter duration of menopause, higher body mass index, larger waist circumference, more adverse lipid profile, and higher prevalence of metabolic syndrome compared with women without vasomotor symptoms. On multivariate analysis, vasomotor symptoms were associated with metabolic syndrome after adjusting for confounding factors, including age, body mass index, homeostasis model assessment of insulin resistance, duration of menopause, alcohol consumption, current smoking, and physical exercise level (odds ratio, 1.8; 95% CI, 1.3-2.4; P < 0.001). CONCLUSIONS: The presence of vasomotor symptoms is associated with metabolic syndrome in Korean postmenopausal women. Lipid abnormalities and obesity seem to be important metabolic components associated with these symptoms. Vasomotor symptoms, if validated in longitudinal studies, may possibly serve as warning signs for identifying women at high risk for metabolic syndrome and cardiovascular disease.

Comparing the prevalence of condylomata acuminata between pregnant women and nonpregnant controls in South Korea: a population-based, cross-sectional study.

We analyzed and estimated the prevalence of condylomata acuminata from South Korea claim data in 2009. The prevalence in pregnant women aged 20 to 34 years (46 ± 7 per 100,000 persons) was lower than that in nonpregnant women aged 20 to 34 years (59 ± 1 per 100,000 persons; P < 0.001).

Association between pregnancy and acute appendicitis in South Korea: a population-based, cross-sectional study.

PURPOSE: To estimate the prevalence of acute appendicitis and the relationship between pregnancy and acute appendicitis among South Korean women in 2009. METHODS: This was a cross-sectional study over 1 year period using a national registry data. We analyzed a national patient sample (n = 1,116,040) from a database complied by the South Korean National Health Insurance in 2009. RESULTS: We identified 15,974 cases of acute appendicitis from 2009. The prevalence rate of acute appendicitis was 228 ± 2 per 100,000 persons. The prevalence in men was higher than in women. The peak prevalence of the disease in both genders occurred in patients aged 10 to 14 years. After that, prevalence declined with age. The prevalence of acute appendicitis in women aged 20 to 39 years was negatively associated with age and pregnancy (P < 0.001) but was not associated with socioeconomic status. The prevalence of perforated appendicitis cases by age is represented by a U-shaped curve. The prevalence was highest in people less than five years of age and in people older than 60 years. CONCLUSION: We found that the prevalence of acute appendicitis decreased with increasing age after early teens, and that the prevalence of acute appendicitis in pregnant women was lower than in nonpregnant women.

Effects of estrogen receptor α and ß on the expression of visfatin and retinol-binding protein 4 in 3T3-L1 adipocytes.

The aim of this study was to investigate the effects of estrogen and estrogen receptor α (ERα) and ß (ERß) on the expression of visfatin and retinol-binding protein 4 (RBP4) by treating 3T3-L1 adipocytes with estradiol (E2), estrogen receptor agonists and antagonists. Mature adipocytes were exposed to E2, the ERα agonist, 4,4',4''-(4-propyl-[1H]-pyrazole-1,3,5-triyl)trisphenol (PPT), the ERß agonist, 2,3-bis(4-hydroxyphenyl)-propionitrile (DPN), E2 with the ERα antagonist, 1,3-bis(4-hydroxyphenyl)-4-methyl-5-[4-(2-piperidinylethoxy)phenol]-1H-pyrazole dihydrochloride (MPP), and E2 with the ERß antagonist, (5R, 11R)-5,11-diethyl-5,6,11,12-tetrahydro-2,8-chrysenediol [(R,R)-THC], at various concentrations. To determine the effects of ER subtypes on the expression of adipokines, quantitative reverse transcriptase-polymerase chain reaction (qRT-PCR) and western blot analyses were performed. E2 concentrations of 10-5 and 10-6 mol/l induced a statistically significant increase in the expression of RBP4 (P=0.012 and P=0.011, respectively). In the cells treated with 10-5 mol/l PPT, RBP4 expression significantly increased (P<0.05) in a dose-dependent manner. Treatment with the ERα antagonist, MPP (10-5 mol/l), and E2 suppressed the expression of RBP4 (P=0.032). However, the expression of RBP4 was not significantly altered when the cells were treated with the ERß agonist or antagonist. The expression of visfatin was not affected by different concentrations of E2 and ERs. 17ß-estradiol significantly increased the secretion of RBP4 and upregulated RBP4 expression via ERα but not ERß in 3T3-L1 adipocytes. RBP4 expression was regulated by estrogen in the 3T3-L1 adipocytes and this effect was selectively mediated by ERα.

Association between socioeconomic status and ectopic pregnancy rate in the Republic of Korea.

OBJECTIVE: To estimate the ectopic pregnancy rate in the Republic of Korea and to identify whether socioeconomic factors contribute to the incidence of ectopic pregnancy. METHODS: Korean National Health Insurance data from January to December 2009 were analyzed to calculate the rate of ectopic pregnancy. RESULTS: Among the patient sample (n=599186), 59261 had diagnosis codes for ectopic pregnancies, abortions, or deliveries, and 1102 ectopic pregnancies were identified. The frequency of ectopic pregnancy treated by either surgery or methotrexate was 16.60 per 1000 pregnancies. Low socioeconomic status was a risk factor for ectopic pregnancy (odds ratio [OR], 1.718; 95% confidence interval [CI], 1.065-2.772; P=0.03), as was older age (OR, 1.016; 95% CI, 0.998-1.033, P=0.07), although the association was not significant. Among women aged 25-44years, low socioeconomic status and age were associated with a high incidence of ectopic pregnancy (OR, 1.863; 95% CI, 1.074-3.233, P=0.03; and OR, 1.061; 95% CI, 1.041-1.081, P<0.01, respectively). Surgical and methotrexate treatment rates were 90.7% and 9.3%, respectively. The methotrexate failure rate was 30.7%. The recorded ectopic pregnancy sites were tubal or ovarian (90.2%), cornual (6.0%), cervical (2.8%), and abdominal (1.0%). CONCLUSION: Older age and low socioeconomic status were risk factors for ectopic pregnancy.

Incidence of Bartholin duct cysts and abscesses in the Republic of Korea.

OBJECTIVE: To estimate the incidence of Bartholin duct cysts and abscesses in the Republic of Korea during 2009. METHODS: A national patient sample (n=599 186) was obtained from Korean Health Insurance Review and Assessment Service data and analyzed to estimate the incidence of Bartholin duct cysts and abscesses among Korean women in 2009. RESULTS: There were 587 Bartholin duct cysts and 757 Bartholin duct abscesses during 2009. The total incidence of Bartholin duct cysts and abscesses was 0.55 per 1000 person-years and 0.95 per 1000 person-years, respectively. In women aged 35-50 years, the incidence was 1.21 per 1000 person-years and 1.87 per 1000 person-years, respectively. In multivariate logistic regression analysis, the incidence of Bartholin duct cysts and abscesses was associated with age (P<0.01), but not with season or socioeconomic status, among women aged 15-50 years. The main operation performed was marsupialization (45.2%) for Bartholin duct cysts and incision (71.5%) for Bartholin duct abscesses. CONCLUSION: The incidence of Bartholin duct cysts and abscesses increased with age until menopause, decreasing thereafter.