Normal Between Body Mass Index Research Articles

P.093 BMI as a predictor of recurrence in high-grade meningioma: A single center retrospective cohort study

Background: Elevated BMI has been proposed as a risk factor for the development of meningioma. The relationship between body mass index (BMI) and disease control in high-grade meningioma has not yet been examined. A retrospective cohort study was performed to assess the relationship between high-grade meningioma recurrence and BMI. Methods: This is a retrospective cohort study of patients with Grade 2 or Grade 3 meningioma at a single tertiary care center between 2008 and 2017. We collected clinical data including age, sex, BMI, location, Simpson grade, brain invasion, and radiation treatments. Disease control was monitored on followup MRI scans. We stratified patients by BMI greater than or less than 25. Results: A total of 45 patients were included. Recurrence was observed in 15 patients (33.3%). There were 32 (71.1%) patients with BMI > 25, and 13 (28.9%) patients with normal BMI. Patients with elevated BMI had higher risk of recurrence (p=0.04). Multivariate analysis identified BMI as an independent predictor of recurrence. Conclusions: Our results suggest that overweight patients with a Grade 2 or Grade 3 meningioma are at higher risk of recurrence than patients with normal BMI. The explanation for this association unknown. Further research is suggested to confirm and better characterize this association.

J-curved phenomenon between the prevalence of left atrial low-voltage areas and body mass index existed in patients with atrial fibrillation ablation

Abstract Background Left atrial low-voltage areas (LVAs) were known to be associated with atrial fibrosis and atrial fibrillation (AF) recurrence after catheter ablation. However, the association between body mass index (BMI) and prevalence of LVAs has not been fully elucidated. We hypothesized that LVAs were more frequently found in patients with abnormal BMI than in those with normal BMI. Purpose The purpose of this study was to clarify the association between body mass index (BMI) and the prevalence of LVAs in patients with AF ablation. Methods Between December 2014 and March 2022, 1,479 (age, 68±10 years; female, 500 [34%]) consecutive patients who underwent initial AF ablation were enrolled. BMI was divided into four groups, namely <18.5 kg/m², 18.5-25 kg/m², 25-30 kg/m², ≥30 kg/m². LVAs was defined as areas with bipolar voltage of <0.5 mV covered ≥5 cm² of left atrium. Rhythm outcome following the catheter ablation procedure was also followed for 24 months. Results LVAs were found in 349 (24%) patients. J-curved phenomenon existed between BMI and the prevalence of LVAs (Figure 1). In particular, BMI <18.5 kg/m² was an independent predictor of LVAs on multivariate analysis (odds ratio, 1.9; 95% confidence interval: 1.01–3.5; p=0.046). As for rhythm outcome, there was significant difference in freedom from AF recurrence among groups stratified by BMI (Figure 2). Conclusions Between BMI and the prevalence of LVAs, J-curved phenomenon existed in patients with AF ablation. There was significant difference in rhythm outcome following AF ablation among groups stratified by BMI.Figure 1Figure 2

Rethinking causal assumptions about maternal BMI, gestational weight gain, and adverse pregnancy outcomes

BackgroundThe aim of this study was to evaluate commonly assumed causal relationships between body mass index (BMI), gestational weight gain (GWG), and adverse pregnancy outcomes, which have formed the basis of guidelines and interventions aimed at limiting GWG in women with overweight or obesity. We explored relationships between maternal BMI, total GWG (as a continuous variable and as ‘excessive’ GWG), and pregnancy outcomes (including infant birthweight measures and caesarean birth).MethodsAnalysis of individual participant data (IPD) from the i-WIP (International Weight Management in Pregnancy) Collaboration, from randomised trials of diet and/or physical activity interventions during pregnancy reporting GWG and maternal and neonatal outcomes.Women randomised to the control arm of 20 eligible randomised trials (4370 of 8908 participants) from the i-WIP dataset of 36 randomised trials (total 12,240 women). The main research questions were to characterise the relationship between maternal BMI and (a) total GWG, (b) the risk of ‘excessive’ GWG (using the Institute of Medicine’s guidelines), and (c) adverse pregnancy outcomes as mediated via GWG versus other pathways to determine the extent to which the observed effect of maternal BMI on pregnancy outcomes is mediated via GWG. We utilised generalised linear models and regression-based mediation analyses within an IPD meta-analysis framework.ResultsMean GWG decreased linearly as maternal BMI increased; however, the risk of ‘excessive’ GWG increased markedly at BMI category thresholds (i.e. between the normal and overweight BMI category threshold and between the overweight and obese BMI category threshold). Increasing maternal BMI was associated with increased risk of all pregnancy outcomes assessed; however, there was no evidence that this effect was mediated via effects on GWG.ConclusionsThere is evidence of a meaningful relationship between maternal BMI and GWG and between maternal BMI and adverse pregnancy outcomes. There is no evidence that the effect of maternal BMI on outcomes is via an effect on GWG. Our analyses also cast doubt on the existence of a relationship between ‘excessive’ GWG and adverse pregnancy outcomes. Our findings challenge the practice of actively managing GWG throughout pregnancy.

Abstract PO4-05-11: Effects of body mass index on the treatment outcome of patients with metastatic breast cancer in the real world

Abstract Purpose: Metastatic/recurrent breast cancer has a relatively long survival compared to other cancers and depending on the biologic subtype, the treatment outcome is different. In general, obesity or overweight is associated with poor prognosis of breast cancer, but the relationship between body mass index (BMI) and prognosis in metastatic cases is not clear. The aim of this study is investigating the effect of BMI on survival outcome through long-term follow-up in single institution, retrospectively. Method: This study included the patients with metastatic/recurrent breast cancer who has been diagnosed from January 2000 to December 2022 in an institution. BMI was calculated based on weight at diagnosis of metastatic disease, divided into 4 groups according to Asian-Pacific classification, and clinical characteristics including biologic subtype and overall survival (OS) were retrospectively reviewed. The statistical analysis was performed using Kaplan-Meier survival analysis and Cox proportional hazard model. Result: A total of 679 patients were enrolled. Median age was 51 years-old (25~89), 672 patients (99.0%) were female and 425 patients (62.6%) showed pre-menopausal status. The frequencies of HR+, HER2, and TNBC subtype were 335 (50.7%), 191 (28.9%), and 135 (20.4%), respectively and the BMI classification was 33 (5.5%), 251 (41.6%), 124 (20.5%), 196 (32.4%) for underweight, normal, overweight, and obesity, respectively. During a median follow-up of 33.8 months, the median OS in each of the HR+, HER2+, and TNBC subgroups was 54.9 (95% CI 38.7-71.1), 62.8 (95% CI 47.8-77.8), and 20.8 months (95% CI 12.0-29.7). In univariate analysis, there was no statistically significant difference in OS according to BMI in whole patients, however, in the HER2-positive group, the underweight BMI group showed poor OS (p=0.045). In multivariate analysis, the factors affecting OS were age (HR 0.59, 95% CI 0.41-0.87, p=0.008), poor ECOG PS (HR 8.35, 95% CI 2.54-27.49, p< 0.001), TNBC subtype (HR 2.14, 95% CI 1.56-2.94, p< 0.001), visceral metastasis (HR 2.13, 95% CI 1.63-2.79, p< 0.001), 5% or more weight loss during treatment (HR 1.46, 95% CI 1.09-1.97, p=0.012) and obesity BMI group (HR 0.69, 95% CI 0.51-0.94, p=0.019). Conclusion: In the case of patients with metastatic/recurrent breast cancer, there is concern about an increase in body weight, a known risk factor for breast cancer, while receiving palliative aim treatment. For the past 20 years, the mainstay of treatment for metastatic/recurrent breast cancer has been cytotoxic chemotherapy or anti-HER2 agents, and in this case, the higher BMI group patients showed better treatment outcomes compared with normal BMI patients. Citation Format: Kyoung Eun Lee, Ahrong Ham, Sewon Lee, Jungmin Jo, Soo Ji Hong, Ji Eun Lee, Haena Lee, Sungchan Gwark, Jeongshin An, Hyun-Goo Kim, Jun Woo Lee, Joohyun Woo, Woosung Lim, Byung-In Moon, Sei Hyun Ahn, Hye Ah Lee. Effects of body mass index on the treatment outcome of patients with metastatic breast cancer in the real world [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO4-05-11.

For Patients Undergoing an Induction of Labor, Does Increased Body Mass Index Necessitate Higher Doses of Misoprostol? [ID 2683640

INTRODUCTION: Obesity is associated with prolonged induction of labor (IOL). This study aimed to investigate the association between body mass index (BMI) and number of misoprostol administrations in patients undergoing IOL. METHODS: This was a retrospective cohort analysis of patients undergoing IOL at a single institution from June 2012 to January 2023. Singleton, term patients receiving at least one dose of misoprostol were included (n=4,780). Body mass index at admission was defined as normal (18.5 to <25.0), overweight (25 to <30), Class I obesity (30 to <35), Class II obesity (35 to <40), and Class III (≥40). The primary outcome was the number of misoprostol doses. Demographics were compared by BMI category using chi-square and ANOVA. Crude and multiple linear regression was used to generate parameter estimates and 95% CIs. RESULTS: Among the cohort, 4.6%, 23.9%, 31.3%, 21.0%, and 19.2% were normal, overweight, Class I, Class II, and Class III, respectively. Public insurance, cHTN, HDP, and pre-gestational diabetes were positively associated with increasing BMI (P<.0001). Mean misoprostol doses significantly increased across BMI categories (from normal 3.3 [SD 2.4] to Class III 5.0 [SD 3.6]; P<.0001). Compared to normal BMI, model estimates increased for overweight, 0.75 (CI, 0.29–1.22); Class I, 1.03 (CI, 0.57–1.48); Class II, 1.40 (CI, 1.93–1.87); and Class III, 1.75 (CI, 1.28–2.22). After adjustment for aforementioned demographics, these estimates were attenuated but still significant. CONCLUSION: Increasing BMI is associated with increased average dose of misoprostol during IOL. This highlights the need to investigate safety of increased misoprostol dosing for IOL among obese patients.

Analysis of Body Mass Index and Clinicopathological Factors in Patients with Papillary Thyroid Carcinoma.

To analyze the correlation between body mass index (BMI) and clinicopathological factors of papillary thyroid cancer (PTC). The clinical data of patients with PCT who were hospitalized in the Department of Thyroid Surgery of the Affiliated Hospital of Guizhou Medical University from March 2023 to September 2023 were retrospectively collected, including age, gender, height, weight, BMI, v-raf murine sarcoma viral oncogene homolog B (BRAF) gene mutation, tumor size, multifocus, Hashimoto's thyroiditis, lymph node metastasis and other clinicopathological factors. According to the World Health Organization (WHO) definition for Asian population, BMI≥25kg/m2 was obese group, 23≤BMI≤24.9kg/m2 was overweight group, 18.5≤BMI≤22.9kg/m2 was normal weight group, and BMI≤18.5kg/m2 was low weight group. The clinicopathological factors of overweight and obese patients with PTC were analyzed. A total of 164 PTC patients were included, with an average BMI of (24.44±3.57) kg/m2. Age of overweight and obese PTC patients (Z=1.978, p=0.083); Gender of overweight and obese PTC patients (χ2 value: 11.570, p=0.004); Tumor size in overweight and obese PTC patients (Z=0.894, p=0.411); BRAF gene mutation in overweight and obese PTC patients (χ2 value: 1.452, p =0.623); Multifocal lesions were found in overweight and obese patients (χ2 value: 1.653, p =0.201). Hashimoto's thyroiditis was found in overweight and obese PTC patients (χ2 value: 1.147, p=0.298). Overweight and obese patients with PTC had lymph node metastasis (χ2 value: 1.690, p =0.251). Overweight and obesity in PTC patients are correlated with male, but not with age, tumor size, BRAF mutation, multifocality, Hashimoto's thyroiditis and lymph node metastasis.

Evaluating the potential mediating role of ADAMTS13 activity in the relationship between obesity and the severity of COVID-19: A retrospective cohort study.

Obesity and low enzyme A disintegrin and metalloproteinase with thrombospondin type-1 motif-13 (ADAMTS13) activity have been linked to poor coronavirus disease 2019 (COVID-19). Given that obesity may influence ADAMTS13 activity, it is feasible; however, it remains unclear whether ADAMTS13 activity acts as a mediator between obesity and COVID-19 outcomes. We investigated the link between body mass index (BMI) and COVID-19 outcomes, using ADAMTS13 activity as a mediator. ADAMTS13 activity was measured in 86 hospitalized COVID-19 patients. BMI, ADAMTS13 activity, and COVID-19 outcomes were assessed. Obese patients had a high odds ratio for low ADAMTS13 levels. When different levels of ADAMTS13 activity were considered, the severity of COVID-19 in obese patients was 4.5 times that in the normal BMI group. Furthermore, increased coagulopathy indicators correlated with low ADAMTS13 activity. Patients with elevated ALT and AST levels showed a 3 to 4-fold increase in the chances of low ADAMTS13 activity (OR:3.19, 95% CI:1.22-8.90, P = .021; OR:2.17, 95% CI:0.91-5.27, P = .082, respectively). When ADAMTS13 activity was considered, obese patients had greater COVID-19 severity and slower viral clearance than those with normal BMI. Low ADAMTS13 activity and impaired liver function are associated with poor COVID-19 outcomes. These findings encourage researchers to use molecular component identification to study the effects of obesity on the von Willebrand factor (VWF)/ADAMTS13 axis, COVID-19 pathogenesis, and outcomes.

Obesity paradox of cardiovascular mortality in older adults in the United States: A cohort study using 1997–2018 National Health Interview Survey data linked with the National Death Index

BackgroundLarge-scale, population-based investigations primarily investigating the association between body mass index (BMI) and cardiovascular disease (CVD) mortality among older and younger adults in the United States (U.S.) are lacking. ObjectiveTo evaluate the relationship between BMI and CVD mortality in older (≥65 years) and younger (<65 years) adults and to identify the nadir for CVD mortality. DesignThis cohort study used serial cross-sectional data from the 1997 to 2018 National Health Interview Survey (NHIS) linked with the National Death Index. NHIS is an annual nationally representative household interview survey of the civilian noninstitutionalized U.S. population. SettingResidential units of the civilian noninstitutionalized population in the U.S. ParticipantsThe target population for the NHIS is the civilian noninstitutionalized U.S. population at the time of the interview. We included all adults who had BMI data collected at 18 years and older and with mortality data being available. To minimize the risk of reverse causality, we excluded adults whose survival time was ≤2 years of follow-up after their initial BMI was recorded and those with prevalent cancer and/or CVD at baseline. MethodsWe used the BMI record obtained in the year of the NHIS survey. Total CVD mortality used the NHIS data linked to the latest National Death Index data from the survey inception to December 31, 2019. We performed multivariable Cox proportional hazards regression models to estimate adjusted hazard ratios (aHRs) and 95 % confidence intervals (CIs). ResultsThe study included 425,394 adults; the mean (SD) age was 44 (16.7) years. During a median follow-up period of 11 years, 12,089 CVD-related deaths occurred. In older adults, having overweight was associated with a lower risk of CVD mortality (aHR 0.92 [95 % CI, 0.87–0.97]); having class I obesity (1.04 [0.97–1.12]) and class II obesity (1.12 [1.00–1.26]) was not significantly associated with an increased CVD mortality; and having class III obesity was associated with an increased risk of CVD mortality (1.63 [1.35–1.98]), in comparison with adults who had a normal BMI. Yet, in younger adults, having overweight, class I, II, and III obesity was associated with a progressively higher risk of CVD mortality. The nadir for CVD mortality is 28.2 kg/m2 in older adults and 23.6 kg/m2 in younger adults. ConclusionThis U.S. population-based cohort study highlights the significance of considering age as a crucial factor when providing recommendations and delivering self-care educational initiatives for weight loss to reduce CVD mortality.

Non-alcoholic fatty liver modifies associations of body mass index and waist circumference with cardiometabolic risk: The CARDIA study.

Non-alcoholic fatty liver disease (NAFLD) is recognized as a prevalent determinant of cardiometabolic diseases. The association between NAFLD and obesity warrants further research on how NAFLD modifies associations between body mass index (BMI) and Waist circumference (WC) with cardiometabolic risk (CMR). This study assessed whether NAFLD modifies associations between BMI and WC with 5-year changes in CMR in 2366 CARDIA study participants. Non-contrast CT was used to quantify liver attenuation, with ≤51 Hounsfield Units (HU) used to define NAFLD in the absence of secondary causes of excess liver fat. The dependent variable was the average Z score of fasting glucose, insulin, triglycerides [log], (-) high-density lipoprotein cholesterol (HDL-C), and systolic blood pressure(SBP). Multivariable linear regression was used to estimate the associations between BMI and WC with CMR. Effect modification by NAFLD was assessed by an interaction term between NAFLD and BMI or WC. The final sample had 539 (23%) NAFLD cases. NAFLD modified the association of BMI and WC with CMR (interaction p<0.0001 for both). BMI and WC were associated with CMR in participants without NAFLD (p<0.001), but not among those with NAFLD. Participants with NAFLD and normal BMI and WC had CMR estimates that were higher than those without NAFLD in the obese categories. Among those without NAFLD the 5years CMR change estimate was 0.09 (95% CI: 0.062, 0.125) for BMI ≥30kg/m2 compared to -0.06 (-0.092, -0.018) for BMI<25kg/m2, and among those with NAFLD, these estimates were 0.15 (0.108, 0.193) and 0.16 (-0.035, 0.363). NAFLD modifies associations of BMI and WC with CMR. Compared with BMI and WC, NAFLD was more strongly associated with CMR. In the presence of NAFLD, BMI and WC were not associated with CMR. These findings have implications for clinical screening guidelines.

The association between body mass index and health-related quality of life in the 2017 and 2018 health survey of England data: A cross-sectional observational analysis.

To provide an updated estimate of the association between body mass index (BMI) and health-related quality of life (HRQoL) among the general population in England and to identify population subgroups with the highest potential utility gains from obesity interventions. The sample included 12 158 adults with valid HRQoL and BMI data from the 2017 and 2018 Health Survey for England. Robust standard error linear regression, controlling for demographic and socioeconomic characteristics, lifestyle behaviours and obesity-related comorbidities, was used for the baseline analysis. Robustness checks assessed the impact of (a) estimator selection; (b) model specifications; (c) statistical outliers at high BMI; (d) potential BMI measurement error; and (e) data pooling. The study found a significant association between HRQoL and BMI, which exhibited an inverted U-shaped relationship. The mean HRQoL peaked at 25.7 kg/m2 in men and 22.6 kg/m2 in women and was reduced in the underweight, overweight and obesity BMI ranges. Sensitivity analyses reported similar coefficients, suggesting a robust model specification. Reduced HRQoL beyond optimal BMI underlines the importance of maintaining a normal BMI range for overall health. The rising prevalence of class III obesity is a major public health concern given its disproportionate impact on health, health care utilization and costs. Obesity management is key to preventing the reduction in HRQoL associated with obesity-related comorbidities, and this analysis supports the development of targeted policies and population health initiatives for people with class III obesity.

Body Mass Index Between 15 and 30 Does Not Influence Patient-Reported Outcomes After Anterior Cruciate Ligament Surgery Using a 10-mm-Diameter Bone-Tendon-Bone Graft

PurposeThe purpose of this study was to investigate the relationship between body mass index (BMI) and outcomes after anterior cruciate ligament reconstruction (ACLR) using 10mm diameter bone- patellar tendon- bone (BTB) grafts. MethodsThe retrospective study used the Surgical Outcome System to measure patient-reported outcomes before and after ACL (anterior cruciate ligament) reconstruction between 2015 and 2019. Inclusion criteria involved patients undergoing primary ACLR by the senior surgeon, with recorded ages >15 years and BMI 15.0>30. Exclusion criteria involved revisions, concomitant procedures, age <15 years, or unknown BMI. Patients were divided into cohorts to evaluate MARS, Tegner, IKDC, and Lysholm scores at various timepoints from injury to 2-years post operatively. results137 patients (100 male, 37 female) with an average age of 33 [30.6, 35.4] years and average BMI of 23.58 [23.1, 24.0] were divided into Group A (n= 69; BMI: 15>23.4) and Group B (n=68; BMI: 23.5>30). A significant difference was demonstrated in MARS scores between BMI groups at pre-treatment with means of 11.55 (group A) and 9.41 (Group B) (p= 0.011), and at 2-years, Tegner scores indicated significance with scores of 6.45 and 5.41 for groups A and B respectively (p=0.009). Daily function scores were all insignificant. Females exhibited no significant differences across any PROMS or timepoints. Contrarily, males expressed a significant difference in pre-treatment MARS scores (Group A: 14.30; Group B: 9.96; p=0.011). Additionally, scores at 2-years depicted Tegner values of 7.40 (Group A) and 5.30 (Group B) and IKDC values of 96.92 (Group A) and 90.47 (Group B) (Tegner p=0.012; IKDC p=0.048). All results for females and males under 30 years old indicated no significance. ConclusionRegardless of patient age or sex, BMI is not significantly associated with patient reported outcomes after ACL reconstruction utilizing 10mm diameter BTB grafts. Level IIIRetrospective Cohort Study

Association between obesity and new-onset heart failure among patients with hypertension in Thailand

BackgroundIn Thailand, the epidemiological data on the relationship between obesity and heart failure (HF) among high-risk populations was limited. We assessed the association between body mass index (BMI) and the new-onset HF among people with hypertension (HTN), and also assessed the effect modifier of uncontrolled HTN on this association.MethodsWe analyzed the data obtained from the 2018 Thailand DM/HT study database. Thai people with HTN aged 20 years and older receiving continuous care at outpatient clinics in hospitals nationwide were included. The new-onset HF was defined regarding the ICD-10 as I50 in the medical records within 12 months. Obesity was defined as BMI ≥\\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\ge$$\\end{document} 25 kg/m2. Multivariable log-binomial regression analysis was used to determine the association between BMI and new-onset HF and presented as the adjusted risk ratio (aRR) and 95% confidence interval (CI).ResultsA total of 35,756 participants were included in the analysis. In all, 50.0% of the participants had BP control for the last two consecutive visits. The mean BMI was 25.1 ±\\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\pm$$\\end{document} 4.7 kg/m2. New-onset HF occurred in 75 participants (0.21%; 95% CI 0.17–0.26). After adjusting for potential confounders, an elevated BMI was associated with new-onset HF (p value for quadratic trend < 0.001). In comparison with participants with normal BMI (18.5–22.9 kg/m2), the aRR for new-onset HF was 1.57 (95% CI 0.80–3.07) and 3.97 (95% CI 1.95–8.10) in those with BMI 25.0–29.9, and ≥ 30.0 kg/m2. For participants with obesity, aRR for new-onset HF was 2.05 (95% CI 1.24–3.39) compared to non-obese participants. The study found that among patients with control BP, obesity was associated with a higher risk of new-onset HF with an adjusted RR of 2.33 (95% CI 1.12–4.83). For those with uncontrolled BP, the adjusted RR was 1.83 (95% CI 0.93–3.58), but there was no heterogeneity with p value = 0.642.ConclusionAn increased BMI had a higher risk for new-onset HF among Thai people with HTN. Obesity was independently associated with new-onset HF among people with HTN, regardless of uncontrolled HTN. Our findings highlight that weight reduction is crucial for mitigating the risk of HF development in HTN patients, regardless of their BP control status.

Does Body Mass Index Influence Intraoperative Costs and Operative Times for Anterior Cervical Discectomy and Fusion? A Time-Driven Activity-Based Costing Analysis

ObjectiveSpine surgeons are often unaware of drivers of cost variation for anterior cervical discectomy and fusion (ACDF). We used time-driven activity-based costing (TDABC) to assess the relationship between body mass index (BMI), total cost, and OR times for ACDFs. MethodsTotal cost was divided into direct and indirect costs. Individual costs were obtained by direct observation, electronic medical records, and through querying multiple departments. Timestamps for all involved personnel and material resources were documented. Total intraoperative costs were estimated for all ACDFs from 2017 and 2022. All patients were categorized into distinct BMI-based cohorts. Linear regression models were performed to assess the relationship between BMI, total cost, and OR times. ResultsA total of 959 patients underwent ACDFs between 2017 and 2022. The average age and BMI were 58.1 ± 11.2 years and 30.2 ± 6.4 kg/m2, respectively. The average total intraoperative cost per case was $7,120 ± $2,963. Multivariable regression analysis revealed that BMI was not significantly associated with total cost (p=0.36), supply cost (p=0.39), or personnel cost (p=0.20). Higher BMI was significantly associated with increased time spent in the OR (p=0.018); however, it was not a significant factor for the duration of surgery itself (p=0.755). Rather, higher BMI was significantly associated with non-operative OR time (p<0.001). ConclusionTDABC is a feasible and scalable methodology for understanding the true intraoperative costs of ACDF. Although higher BMI was not associated with increased total cost, it was associated with increased preparatory time in the OR.

P399 Impact of Body Mass Index on Clinical Outcomes in Intestinal Behçet’s disease

Abstract Background The impact of underweight and obesity on clinical outcomes for intestinal Behçet’s disease (BD) is unknown. We aimed to identify the association between body mass index (BMI) and clinical outcomes in patients with intestinal BD. Methods We categorized 760 patients with intestinal BD according to the BMI at diagnosis into four groups (underweight, normal, overweight, obese) at Severance Hospital, Seoul, Korea between 1997 and 2021.We performed a Cox proportional hazard analysis to investigate the predictive capability of BMI for clinical outcomes such as biologics use, surgery, hospitalization and emergency room visit. Results Of the 760 patients, 130 patients were classified into underweight group (BMI&amp;lt;18.5), 384 patients into normal group (BMI 18.5~22.9), 152 patients into overweight group (BMI 23~24.9), and 94 patients into obese group (BMI≥25). Patients with a higher BMI group showed significantly lower cumulative rates of biologics use (p trend = 0.001), surgery (p trend = 0.008), hospitalization (p trend = 0.002), and emergency room visits (p trend = 0.003) than those with a lower BMI group. In a multivariate analysis, normal BMI group (HR: 0.667, 95% CI 0.483-0.992, p =0.014), overweight group (HR: 0.589, 95% CI 0.394-0.879,p=0.010), and obese group (HR: 0.515, 95% CI 0.321-0.828, p=0.006) were negatively associated with future hospitalization compared to underweight group. Overweight group (HR: 0.490, 95% CI 0.241-0.996, p =0.049) and obese group (HR: 0.312, 95% CI 0.116-0.840,p =0.021) were negatively associated with future biologics use compared to the underweight group. Normal BMI group (HR: 0.706, 95% CI 0.484- 1.029, p=0.070) and obese group (HR : 0.556, 95% CI 0.303-1.020,p=0.058) were negatively associated with future surgery compared to the underweight group. Normal BMI group (HR: 0.711, 95% CI 0.513-0.985, p=0.041) and obese group (HR: 0.602, 95% CI 0.376-0.963, p=0.034) were negatively associated with future emergency room visit compared to the underweight group. Conclusion Underweight could affect poor outcomes in intestinal Behçet’s disease. Physicians should pay attention to the patients with underweight and make an effort to improve nutritional status.

Relationship Between Obesity and Global Longitudinal Strain in the Pediatric Single Ventricle Fontan Population Across Ventricular Morphologies.

Obesity is associated with diminished myocardial function as measured by strain echocardiography in children and young adults with normal cardiac anatomy. Data are lacking about the effect of obesity on myocardial strain in patients with a single ventricle. In this study, the relationship between body mass index (BMI) and single ventricle myocardial strain in the Fontan population was assessed. Thirty-eight abnormal BMI Fontan cases (21 overweight and 17 obese) and 30 normal BMI Fontan controls matched based on single ventricular morphology, age, and sex were included in the study. Ventricular morphology was categorized as single right ventricle, single left ventricle, or biventricular. Single ventricle global longitudinal peak systolic strain (GLS) and other echocardiographic measurements were performed and compared between groups, with a P≤0.05 defined as significant. The abnormal BMI group demonstrated diminished GLS (-15.7±3.6% versus -17.2±3.2%, [P=0.03]) and elevated systolic blood pressure (P=0.04) compared with the normal BMI group. On subgroup analysis of those with single right ventricle morphology, the abnormal BMI group demonstrated diminished GLS compared with controls. There was no significant difference in GLS between the abnormal BMI and control groups in the single left ventricle and biventricular subgroups. Analyzed by ventricular morphology, no other variables were statistically different in the abnormal BMI group including systolic blood pressure. Inter-reader reproducibility for GLS and strain rate were excellent for both measures. Obesity has an adverse relationship with myocardial strain in the young Fontan population, with the most maladaptive response seen in the single right ventricle.

Triglycerides Mediate the Influence of Body Mass Index on Non-Alcoholic Fatty Liver Disease in a Non-Obese Chinese Population with Normal Low-Density Lipoprotein Cholesterol Levels.

Over 25% of the world's population has non-obese or lean non-alcoholic fatty liver disease (NAFLD), and the prevalence is higher than average in Asia. The present study focused on the relationship between body mass index (BMI) and non-obese NAFLD in non-overweight people in China, particularly the influence of triglycerides (TG) in the pathogenesis of non-obese NAFLD. The findings suggest new treatments for NAFLD patients with normal BMI, as well as provide an early warning system for the understanding and prevention of NAFLD in non-obese patients. This cross-sectional study enrolled 159,959 Chinese subjects with BMI &lt;24 kg/m2 and normal levels of low-density lipoprotein cholesterol (LDL-c). The average age was 40.21 ± 13.88 years, and males accounted for 45.7%. A total of 15,907 (9.94%) patients with NAFLD were diagnosed by ultrasonography. Biochemical indicators were measured using an automated analyzer (Abbott AxSYM). The BMI (kg/m2) was calculated from the weight (kg)/height in square meters (m2). The BMI quartile was used as the column-stratified variable to determine the baseline distribution, and logistic regression analysis was used to assess the relationship between NAFLD and its risk factors, with multiple logistic regression used to assess the relationships between BMI or TG and NAFLD and multivariate linear regression used to analyze the association between BMI and TG, while mediation analysis was used to assess the mediation effect of TG. After adjustment of all covariates, the odds ratios were 1.788 (95% CI: 1.749-1.829; p &lt; 0.00001) and 1.491 (95% CI: 1.451-1.532; p &lt; 0.00001) for the association between BMI and TG with NAFLD incidence. The multivariate linear regression coefficient of BMI and TG was β = 0.027 (95% CI: 0.023-0.030; p &lt; 0.00001). Mediation analysis showed that BMI contributed to 10.81% of lean NAFLD with a mediation effect of 2.98%. In a Chinese population with BMI &lt;24 kg/m2 and normal LDL-c levels, BMI and TG were found to be independent predictors of NAFLD. The direct effect of BMI on non-obese NAFLD was 10.41%. The TG level was found to partially mediate the association.

Relationship of body mass index and perceived stress in medical undergraduates

Background: Young adults are prone to stress due to various life events. Managing these stressors can be difficult for them making them, cope with these through behavioral changes, the most common being unhealthy and irregular eating habits and a lack of physical activities. Aims and Objectives: This study aims to find the correlation between body mass index (BMI) and perceived stress among young adults. Any gender differences are also evaluated. Materials and Methods: Out of the 300 1st year medical students enrolled, height and weight for BMI and perceived stress scale-10 (PSS-10) scores were obtained for 228 participants as a one-time reading for every participant. Then, the relationship between these values of BMI and PSS was evaluated. Results: Out of the analyzed participants, 46.1% were in the normal BMI category, with 15.8% being underweight. Out of the 38.1% of participants with an above-normal BMI, 2/3rd were found to be obese. Moderate stress was seen in 75% of participants. We found a weak negative correlation between BMI and stress (significant at 0.05). Conclusion: The majority of the youth experience stress at moderate level, which is concerning for society as they indulge in stress eating to cope but end up being obese and more prone to metabolic diseases, thus entering a vicious cycle of obesity, disease, and stress. Hence, activities such as exercise, meditation, and others must be included in daily life to balance physical and mental health.

Association between body mass index and chronic hypertension in patients with hypertension disorders of pregnancy one-year postpartum

ObjectivesTo determine the association between body mass index (BMI) and chronic hypertension (CHTN) one-year postpartum following pregnancies complicated by hypertensive disorders of pregnancy (HDP). Study designA retrospective cohort study of patients with HDP (gestational hypertension or preeclampsia) in a single Midwestern academic center from 2014 to 2018. The primary outcome was CHTN at one-year postpartum, defined as systolic blood pressure ≥ 130 mmHg or diastolic blood pressure ≥ 80 mmHg or taking antihypertensive medication at one-year postpartum. The primary exposure variable was BMI at one-year postpartum, categorized as underweight (<18.5 kg/m2), normal (18.5–24.9 kg/m2), overweight (25-<30 kg/m2), and obese (≥30 kg/m2) and as continuous BMI variable. Descriptive statistics and adjusted logistic regression analysis were performed. ResultsOut of 596 patients with HDP included in this analysis, 275 (46.1 %) had CHTN one-year postpartum. Mean one-year postpartum BMI was 27.9 ± 5.2 kg/m2. Prevalence of CHTN at one-year postpartum was higher in obese (38.1 %) and overweight (30.0 %) groups compared to the normal weight group (29.9 %), p < 0.001. In multivariate logistic regression, obesity at one-year postpartum, compared to normal, was associated with 73 % higher likelihood of CHTN following HDP (adjusted OR 1.73, 95 % CI 1.06–2.84). With BMI as a continuous variable, each unit increase in BMI one-year postpartum was associated with 6 % higher likelihood of CHTN (adjusted OR 1.06, 95 % CI 1.02–1.15). ConclusionsObesity at one-year postpartum following HDP was associated with a higher risk of CHTN compared with normal BMI. Weight is a modifiable risk factor that should be targeted in postpartum interventions to reduce cardiovascular disease following HDP.

Overweight and obesity as risk factors for cervical cancer and detection of precancers among screened women: A nationwide, population-based cohort study

ObjectiveObesity is a known risk factor for many types of cancer. However, there is no clear evidence whether overweight and obesity increases the risk of cervical cancer. We investigated the association between body mass index (BMI) and detection of squamous and glandular cervical cancer and precancer. MethodsBased on the Medical Birth Registry, we conducted a nationwide cohort study in Denmark of 384,559 women with BMI ≥18.5 kg/m2 (pre-pregnancy BMI reported at the start of the pregnancy) having a cervical cytology screening at age 23–49 years within 5 years following the date of childbirth. The cohort was followed for 10 years from the first cervical cytology screening after the childbirth. We assessed absolute risks of cervical lesions according to BMI with the Aalen-Johansen estimator. We conducted Cox proportional hazards regression analyses to estimate hazard ratios (HRs) with 95% confidence intervals (CIs). Analyses were adjusted for age, calendar year, parity, oral contraception use, HPV vaccination, smoking, country of origin, and education. ResultsOverweight and obesity were associated with higher rates of cervical cancer (HR = 1.24, 95% CI 1.04–1.49 and HR = 1.14, 95% CI 0.91–1.43, respectively) and lower rates of cervical precancer detection (HR = 0.88, 95% CI 0.84–0.92 and HR = 0.67, 95% CI 0.63–0.71, respectively). ConclusionsHigher than normal BMI was associated with higher incidence rates of cervical cancer and lower rates of precancer detection, emphasizing the importance of further research in possible mechanisms behind this association.

Correlation Between Body Mass Index and Breast Cancer Case in Dr. Soetomo General Academic Hospital

Data of World Health Organization (WHO) 2014 stated that breast cancer ranks first in terms of the highest number of cancer incidence in Indonesia and is one of the leading causes of cancer death. Factors commonly associated with increased rates of breast cancer in general include gender, genetics, age, medical history, family history, unhealthy lifestyles such as obesity and smoking. If modifiable risk factors are corrected, the situation can be improved. This study focuses on the relation between body mass index (BMI) and breast cancer case in Dr. Soetomo General Academic Hospital. The objective of this study is to determine the correlation between body mass index and breast cancer case in Dr. Soetomo General Academic Hospital. This study uses case control design with secondary data from medical records. The sampling was calculated using Open-Epi website. The research sample used was 118 subjects, consisting of 59 breast cancer patients and 59 of normal people. As a result, out of a total of 59 respondents with breast cancer, there were 4 people (6.8%) had underweight BMI, 18 people (30.5%) had normal weight BMI, 30 people (50.8%) had overweight BMI, and 7 people (11.9%) had obese BMI. Meanwhile in normal people respondents there were 1 person (1.7%) had underweight BMI, 33 people (55.9.5) had normal weight BMI, 19 people (32.2%) had overweight BMI, and 6 people (10.2%) had obese BMI. This research concluded that there was a correlation between body mass index (BMI) and breast cancer case in Dr. Soetomo General Academic Hospital.