Female Mortality Risk Research Articles

Differences in ischemic heart disease between males and females using predictive artificial intelligence models

<b>Background: </b>Cardiovascular health and preventative strategies are influenced by the sex of the individuals. To forecast cardiac events or detect ischemic heart disease (IHD) early, machine-learning algorithms can analyze complex patient data patterns. Early detection allows for lifestyle changes, medication management, or invasive treatments to slow disease progression and improve outcomes.<br /> <b>Aim</b>: To compare and predict the differences in the primary sources of IHD burden between males and females in various age groups, geographical regions, death versus alive, and comorbidity levels.<br /> <b>Methods: </b>A predictive and retrospective design was implemented in this study. Electronic health records were extracted, which were equally distributed among males and females with IHD. The dataset consisted of patients who were admitted between 2015 and 2022. Two of the eight models generated by Modeler software were implemented in this study: the Bayesian network model, which achieved the highest area under curve score (0.600), and the Chi-squared automatic interaction detection (CHAID) model, which achieved the highest overall accuracy score (57.199%).<br /> <b>Results: </b>The study sample included 17,878 men and women, 58% of whom had no comorbidities and 1.7% who died. Age, the Charlson comorbidity index score, and geographical location all predicted IHD, but age was more influential. Bayesian network analysis showed that IHD odds were highest in males 40-59 and females 60-79, with the highest mortality risk in females 80-100. North and south Jordan had higher IHD rates and middle-aged males from north and middle governorates had higher IHD rates according to CHAID.<br /> <b>Conclusion: </b>By using artificial intelligence, clinicians can improve patient outcomes, treatment quality, and save lives in the fight against cardiovascular illnesses. To predict IHD early, machine-learning algorithms can analyze complex patient data patterns to improve outcomes.

Gender Differences in Patients with Gastric Adenocarcinoma.

Background: Gastric cancer (GC) epidemiology and outcomes vary by gender. Methods: We reviewed 18,436 GC patients from 2008 to 2018 and looked for gender differences in clinical characteristics and survival. Results: The gender proportion was 71% male and 29% female. Males had a significantly (p < 0.001) higher proportion of differentiated GC (66.3%) and a lower proportion of undifferentiated GC (26.3%). Diagnosis through medical check-ups was more common in males (30.0% vs. 26.4%, p < 0.001). Clinical staging revealed 54.6% of males and 52.9% of females had localized disease without lymph node metastasis (LNM), while distant metastasis occurred in 17.4% of males and 16.9% of females (p < 0.001). Kaplan-Meier survival curves indicated females had a significantly higher overall survival (p = 0.0018). The survival advantage for females was evident in the early stages, with a significant difference in localized disease without LNM (p < 0.001) and localized disease with LNM (p = 0.0026, log-rank test) but not in the advanced stages. Multivariate Cox regression analysis showed a significantly reduced mortality risk in females (p < 0.001). Conclusions: Significant gender differences exist with regard to pathological type, presentation, clinical stage, and overall survival. These findings suggest gender-specific strategies for screening, diagnosis, and treatment.

Abstract CT252: Nicotinamide in combination with EGFR-TKIs for the treatment of stage IV lung adenocarcinoma with EGFR mutations: A randomized double-blind (Phase IIb) trial

Abstract Background: RUNX3 is a tumor suppressor gene, which is inactivated in approximately 70% of lung adenocarcinomas. Nicotinamide, a sirtuin inhibitor, has demonstrated potential in re-activating epigenetically silenced RUNX3 in cancer cells. This study assessed the therapeutic benefits of combining nicotinamide with first-generation EGFR-TKIs for patients with stage IV lung cancer carrying EGFR mutations. Patients and Methods: We assessed the impact of nicotinamide on carcinogen-induced lung adenocarcinomas in mice and observed that nicotinamide increased RUNX3 levels and inhibited lung cancer growth. Subsequently, 110 consecutive patients with stage IV lung cancer who had EGFR mutations were recruited: 70 females (63.6%) and 84 never-smokers (76.4%). The patients were randomly assigned to receive either nicotinamide (1 g/day, n = 55) or placebo (n = 55). The primary and secondary endpoints were progression-free survival (PFS) and overall survival (OS), respectively. Results: After a median follow-up of 54.3 months, the nicotinamide group exhibited a median PFS of 12.7 months (95% CI, 10.4-18.3), while the placebo group had a PFS of 10.9 months (9.0-13.2; p = 0.2). The median OS was similar in the two groups (31.0 months with nicotinamide vs. 29.4 months with placebo; p = 0.2). Notably, subgroup analyses revealed a significant reduction in mortality risk for females (p = 0.01) and never-smokers (p = 0.03) treated with nicotinamide. Conclusion: The addition of nicotinamide with EGFR-TKIs demonstrated potential improvements in PFS and OS, with notable survival benefits for female patients and those who had never smoked. (ClinicalTrials.gov Identifier: NCT02416739) Citation Format: Cheol-Kyu Park, Hyung-Joo Oh, Suk-Chul Bae, In-Jae Oh, Kyoung-Mi Jung, Da-Mi Kim, Jung-Won Lee, Chang Kyun Kang, Il Yeong Park, Young-Chul Kim. Nicotinamide in combination with EGFR-TKIs for the treatment of stage IV lung adenocarcinoma with EGFR mutations: A randomized double-blind (Phase IIb) trial [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 2 (Late-Breaking, Clinical Trial, and Invited Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(7_Suppl):Abstract nr CT252.

Sex-Differences in Long-term Mortality in Patients with ST-Segment elevation myocardial infarction with and without obstructive coronary arteries

Abstract Background Myocardial infarction with non-obstructive coronary arteries (MINOCA) is a complex and understudied syndrome that disproportionally affects females. Studies to date evaluating sex-differences in ST-segment elevation MINOCA (STE-MINOCA) are limited; therefore, it remains uncertain whether the sex disparities observed in STEMI due to obstructive coronary arteries (STEMI-Obstruction) are also present in STE-MINOCA patients. Objectives Compare clinical characteristics and long-term mortality risk in male versus female patients presenting with STE-MINOCA and STEMI-Obstruction. Methods A multicenter registry-based cohort study enrolled consecutive STEMI patients at three regional, tertiary STEMI centers from 2003 to 2020. STE-MINOCA inluded patients with (1) coronary stenosis less than 60% as determined by coronary angiography, (2) evidence of ischemia with elevated troponin, and (3) no alternative diagnosis. Survival times between males and females with each diagnosis (STE-MINOCA &amp; STEMI-Obstruction) were estimated using the Kaplan Meier method and compared using log-rank tests. The risk of 5-year mortality in patients surviving to discharge was estimated from a Cox regression model with the interaction term for sex and diagnosis STE-MINOCA or STEMI-Obstruction) and adjusted for age, hypertension, diabetes, dyslipidemia, year of event and clustered by the study site. Results Out of 8,566 STEMI patients, 420 (4.9%) had STE-MINOCA of whom 52.9% were female and 8146 (95.1%) had STEMI-Obstruction of whom 29.3% were female. Median follow-up was 7.1 years. Females had significantly higher 5-year mortality risk compared to male counterparts in both STE-MINOCA [HR 2.37 (1.37-4.11, p=0.002)] and STEMI-Obstruction [HR 1.81 (1.59-2.07, p&amp;lt;0.001)] (Figure). After adjusting for confounding variables, the sex difference in mortality risk were not significant: HR 1.04 (0.60-1.81, p=0.89) in STE-MINOCA and HR 1.06 (0.92-1.21, p=0.45) in STEMI-Obstruction. Conclusions In this first study of consecutive STEMI patients examining sex differences by obstructive and non-obstructive mechanism, we report higher 5-year mortality risk in females presenting with STE-MINOCA and STEMI-Obstruction that was attenuated when accounting for age and baseline comorbidities. This study highlights the importance of standardized STEMI protocols to eliminate sex disparities. Abbreviations and Acronyms: Myocardial infarction with non-obstructive coronary arteries (MINOCA), ST-segment elevation MINOCA (STE-MINOCA) STEMI due to obstructive coronary arteries (STEMI-Obstruction)Figure

Exploring the diagnostic and prognostic value of the C-reactive protein/lymphocyte ratio for dilated cardiomyopathy based on a real-world study

To determine the risk factors for dilated cardiomyopathy (DCM) and construct a risk model for predicting HF in patients with DCM, We enrolled a total of 2122 patients, excluding those who did not meet the requirements. A total of 913 patients were included in the analysis (611 males and 302 females) from October 2012 to May 2020, and data on demographic characteristics, blood biochemical markers, and cardiac ultrasound results were collected. Patients were strictly screened for DCM based on the diagnostic criteria. First, these patients were evaluated using propensity score matching (PSM). Next, unconditional logistic regression was used to assess HF risk. Furthermore, receiver operating characteristic (ROC) curve analysis was conducted to determine diagnostic efficiency, and a nomogram was developed to predict HF. Finally, the Kaplan‒Meier survival curve was plotted. Of the initial 2122 patients, the ejection fraction (EF) in males was worse. We included 913 patients after the final DCM diagnosis. The results showed that the levels of NT-proBNP, WBC, PLT, neutrophils, lymphocytes, eosinophils, and IL-6, C-reactive protein (CRP) and the neutrophil/lymphocyte ratio (NLR), platelet/lymphocyte ratio (PLR), and CRP/lymphocyte ratio (CLR) were higher in males than in females (P < 0.001–0.009). The nomogram showed that factors such as sex, WBC, neutrophils, PLR, and CLR could predict the risk of worsening cardiac function in patients with DCM before and after PSM (P < 0.05). The ROC curve showed that CLR with an 85.6% area demonstrated higher diagnostic efficacy than the NLR (77.0%) and PLR (76.6%, P < 0.05). Survival analysis showed a higher mortality risk in females with higher CLR levels (P < 0.001–0.009). However, high CLR levels indicated a higher mortality risk (P < 0.001) compared to sex. Male EF is lower in DCM patients. CLR could predict the risk of declined cardiac function in patients with DCM. The mortality in females with higher CLR levels was highest; however, the exact mechanism should be investigated.

Lower All-Cause Mortality Risk in Females and Males with Peripheral Artery Disease following Pain-Free Home-Based Exercise: A 7-Year Observational Study.

We evaluated the sex-specific difference in response upon participation in an exercise program with respect to the risk of adverse clinical outcomes among patients with peripheral artery disease (PAD) and claudication. The records of 400 PAD patients were assessed between 2012 and 2015. Two hundred of them were addressed to a walking program prescribed at the hospital and executed at home at symptom-free walking speed (Ex), while the remaining 200 acted as a control group (Co). The number and date of deaths, all-cause hospitalizations, and amputations for a 7-year period were collected from the regional registry. At baseline, no differences were observed (MEXn = 138; FEXn = 62; MCOn = 149; FCOn = 51). The 7-year survival rate was significantly higher in FEX (90%) than in MEX (82% hazard ratio, HR: 0.542 95% CI 0.331-0.885), FCO (45%, HR: 0.164 95% CI 0.088-0.305), and MCO (44%; HR: 0.157 95% CI 0.096-0.256). A significantly lower rate of hospitalization (p < 0.001) and amputations (p = 0.016) was observed for the Ex group compared to the Co group, without differences by sex. In conclusion, in PAD patients, active participation in a home-based pain-free exercise program was associated with a lower rate of death and better long-term clinical outcomes, particularly among women.

Algorithm for assessing the total 10 years risk of death from cardiovascular diseases in women 25-64 years old in Tyumen (Tyumen risk scale)

Purpose: To define total 10-year cardiovascular mortality risk in Russian females in dependence on traditional and psychosocial risk factors (RF) and to design the algorithm of its estimation.Methods. The study included non-organized population of Central Administrative district of Tyumen city. Epidemiological study, based on the representative selection of 1000 females aged 25-64 years. Screening respond was 81.3%. Cardiovascular mortality rate within 10 years was studied. Totally, 31 cases of cardiovascular death were registered in female cohort within 10year follow-up. We used a multivariate Cox regression model to estimate hazard ratio (HR) and confidence interval (CI). Relations between mortality rate and factors such as age, smoking, education, occupation, marital status, systolic and diastolic blood pressure (SBP and DBP), body mass index, total cholesterol, cholesterol of low and high density lipoproteins were analyzed.Results. To build a model of total cardiovascular risk, six statistically significant indicators were selected: age (HR – 1.099, 95% CI 1.032-1.1.69), SBP (1.026, 95% CI 1.011-1.041), primary education (4.315, 95% CI 1.878-9.910), work associated with heavy physical labor (4.073, 95% CI 1.324-12.528), executives (3.822, 95% CI 1.386-10.537) and marital status (2.978, 95% CI 1.197-7.409). Based on these data, model for total cardiovascular mortality risk in females was designed with good predictive accuracy (AUC was 0.882, 95% CI – 0.833 – 0.930).Conclusion. Thus, created mathematical model, built based on statistically significant traditional and psychosocial RF, makes it possible to effectively predict the total cardiovascular risk at the individual level in the female population.

Reducing the Burden of Mortality in Older People With Diabetes: A Review of Current Research.

This review considers the burden of mortality observed in the older population of people with diabetes and identifies the risk factors associated with mortality hazard in this population. The mortality gap between older people with and without diabetes is enduring, with excess mortality being 10% greater than in the general population. While early mortality in men with diabetes is significantly greater than females with diabetes, the relative mortality risk in females is much higher compared to women without diabetes. Older people who have developed diabetes in middle age have significantly higher mortality hazard compared to those who develop it in old age, emphasizing the continued importance of optimizing diabetes care in all ages. To minimize mortality hazard in older age it is important to address some of the factors that convey risk, these include: comorbidity; polypharmacy; physical and mental frailty; safe glycemic targets for older people; hypoglycemia; glycemic targets; and the hypoglycemic agents. While the data to determine optimal management approaches are limited, the overall need is for a more diligent approach in assessing the needs of older people with diabetes to inform individualized care strategies and therapy goals that minimize potential hazards.

Mortality and comorbidity after non-operatively managed, low-energy pelvic fracture in patients over age 70: a comparison with an age-matched femoral neck fracture cohort and general population

BackgroundResearch on mortality and comorbidity associated with pelvic fractures in older patients is scarce. We aimed to determine the short- and long-term mortality rates of older patients with a pelvic ring fracture compared with both an age-matched cohort of patients with a femoral neck fracture and a general population, and to investigate 30- and 60-day readmission rates after pelvic fracture.MethodsThis was a retrospective cohort study done in an emergency department of a level II/III trauma center. All patients aged over 70 years diagnosed with a pelvic or acetabular fracture between January 2010 and December 2016 in our ED were identified. Two reference populations were used: patients operated due to femoral neck fracture in our institution between 2007 and 2008 and a general population aged 70 years or more.ResultsTwo hundred nineteen patients were identified. 30- and 90-day mortality was 7.3 and 11.4%, respectively. Compared to the general population, a pelvic fracture was associated with an 8.5-fold (95% CI: 5.2–13.9) and 11.0-fold (95% CI: 5.4–22.3) 90-day mortality risk in females and males, respectively. We could not observe a difference in the risk of 90-day mortality between femoral neck fracture patients and patients with a pelvic fracture. Within 30 days, 28 (12.8%) pelvic fracture patients were readmitted for in-patient care in our hospital.ConclusionsThe mortality of older patients with pelvic ring fractures resembles that after hip fracture. Although older patients with a pelvic ring fracture rarely require operative treatment, the severity of the injury should not be considered as a class apart from hip fracture.

Individual and Population Level Resource Selection Patterns of Mountain Lions Preying on Mule Deer along an Urban-Wildland Gradient.

Understanding population and individual-level behavioral responses of large carnivores to human disturbance is important for conserving top predators in fragmented landscapes. However, previous research has not investigated resource selection at predation sites of mountain lions in highly urbanized areas. We quantified selection of natural and anthropogenic landscape features by mountain lions at sites where they consumed their primary prey, mule deer (Odocoileus hemionus), in and adjacent to urban, suburban, and rural areas in greater Los Angeles. We documented intersexual and individual-level variation in the environmental conditions present at mule deer feeding sites relative to their availability across home ranges. Males selected riparian woodlands and areas closer to water more than females, whereas females selected developed areas marginally more than males. Females fed on mule deer closer to developed areas and farther from riparian woodlands than expected based on the availability of these features across their home ranges. We suggest that mortality risk for females and their offspring associated with encounters with males may have influenced the different resource selection patterns between sexes. Males appeared to select mule deer feeding sites mainly in response to natural landscape features, while females may have made kills closer to developed areas in part because these are alternative sites where deer are abundant. Individual mountain lions of both sexes selected developed areas more strongly within home ranges where development occurred less frequently. Thus, areas near development may represent a trade-off for mountain lions such that they may benefit from foraging near development because of abundant prey, but as the landscape becomes highly urbanized these benefits may be outweighed by human disturbance.

Pancreas cancer: Influence of gender and other demographic and clinical parameters on survival.

200 Background: Research suggests that lower excess mortality risk for females compared to men do exist for several cancer types. The primary aim of this study was to investigate whether gender affects pancreas cancer (PC) prognosis. In addition, the relationship of gender and survival adjusted for clinical and demographic factors was assessed. Methods: The SEER database (version 1973-2009) was used to identify patients with primary histological confirmed PC (≥18 years, 80,689 males and 82,356 females) in the United States. The analysis was stratified by five different stages according to the categories of the American Joint Committee on Cancer (in situ, locally invasive, regional, distant, unstaged). The crude effect of gender was assessed in the total sample and in age-stratified Kaplan-Meier Curves (&lt;55 years) in all five stages, respectively. Univariate and multivariate Cox proportional hazard models were run within the local stage at diagnosis. The predictors included in the models were demographic and clinical factors based on a prior clinical and scientific knowledge. Two-sided p-values of 0.05 were assumed as statistical significant. Results: In total, 128,645 PC-related deaths were reported with a median follow-up time of 13 months (censored patients). Kaplan-Meier curves showed a significant difference in survival among men and female in the locally invasive group (median survival in male and female: 7 months; 1-year survival: 35.5% and 35.1% among female and men, respectively; Log-Rank: p=0.0072). The remaining strata had non-significant differences (p= &lt;.0001), except the unstaged group. The local recurrence group had a 5.6% (95%CI: 1.4%, 9.9%, p=0.0081) higher rate of dying among men compared to female. Among the population &lt;55 years, the gender difference was significant across all disease stages, except the in situ group. Histology grade, age, race, and marital status was associated with survival from PC in the multivariate analysis. Conclusions: The present study indicates that male patients with PC have a worse prognosis than female patients. However, these results need validation and further studies are needed in the research on the prognostic value of gender in PC survival.

Pancreas cancer: Influence of gender and other demographic and clinical parameters on survival.

e12529 Background: Research suggests that lower excess mortality risk for females compared to men do exist for several cancer types. The primary aim of this study was to investigate whether gender affects pancreatic cancer prognosis. In addition, the relationship of sex and survival adjusted for clinical and demographic factors was assessed. Methods: The Surveillance, Epidemiology, and End Results (SEER) database (version 1973-2009) was used to identify patients with primary histological confirmed pancreas cancer (≥18 years, 80,689 males and 82,356 females). The analysis was stratified by five different stages (in situ, locally invasive, regional, distant, unstaged). The crude effect of gender was assessed in the total sample and in age-stratified Kaplan-Meier Curves (&lt;55 years) in all five stages, respectively. Univariate and multivariate Cox proportional hazard models were run within the local stage. The predictors included in the models were demographic and clinical factors. P-values (2-sided) of 0.05 were assumed as statistical significant. Results: Between 1973 and 2009, 128,645 pancreas cancer-related deaths were reported. The median follow-up time of the censored patients was 13 months. The Kaplan-Meier curves showed a significant difference in survival among men and female in the locally invasive group (median survival in male and female: 7 months; 1-year survival: 35.5% and 35.1% among female and men, respectively; Log-Rank: p=0.0072). Of the remaining strata, all others had non-significant differences, except the unstaged group (Log-Rank: p= &lt;.0001). The univariate Cox-regression indicated a 5.6% (95%CI: 1.4%, 9.9%, p=0.0081) higher rate of dying among men compared to female (local recurrence). Among the younger population (&lt;55 years), the gender difference was significant across all disease stages, except the in situ group. Histology grade, age, race, and marital status was associated with survival from pancreatic cancer in the multivariate analysis. Conclusions: The present study indicates a gender difference in survival among pancreas cancer patients. The study findings are, however, preliminary and hypothesis generating and a matter for further investigation to give a distinct conclusion.

Outcomes in females hospitalised with community-acquired pneumonia are worse than in males

There is little recent information on sex-specific outcomes of patients with community-acquired pneumonia (CAP). The objective of this study was to determine whether female sex is associated with better clinical outcomes in hospitalised patients with CAP. A secondary analysis was conducted by the Community Acquired Pneumonia Organization regarding male and female patients with CAP from 80 hospitals in 17 countries from June 1, 2001 to August 2, 2011. Outcomes were time to clinical stability, length of stay and in-hospital and 28-day mortality. Propensity-adjusted, multivariate regression models were used to predict the probability of occurrence of each of the study outcomes. There were 6718 patients in this study, of whom 40% were female. The adjusted hazard ratio (HR) for time to clinical stability was 0.91 (95% CI 0.85-0.97; p=0.005). The adjusted HR for length of stay was 0.94 (95% CI 0.88-1.01; p=0.089). The adjusted risk ratio for in-hospital mortality was 1.04 (95% CI 0.86-1.24; p=0.717), and for 28-day mortality was 1.15 (95% CI 1.02-1.30; p=0.018). This study demonstrates that the epidemiology of CAP may be changing, and that females have worse outcomes for CAP than males. They are more likely to take longer to reach clinical stability, have longer hospital stays and are 15% more likely to have died after 28 days. Current pneumonia scoring systems may need to be revised regarding female mortality risk.

Variation in GYS1 interacts with exercise and gender to predict cardiovascular mortality.

BackgroundThe muscle glycogen synthase gene (GYS1) has been associated with type 2 diabetes (T2D), the metabolic syndrome (MetS), male myocardial infarction and a defective increase in muscle glycogen synthase protein in response to exercise. We addressed the questions whether polymorphism in GYS1 can predict cardiovascular (CV) mortality in a high-risk population, if this risk is influenced by gender or physical activity, and if the association is independent of genetic variation in nearby apolipoprotein E gene (APOE).Methodology/Principal FindingsPolymorphisms in GYS1 (XbaIC>T) and APOE (-219G>T, ε2/ε3/ε4) were genotyped in 4,654 subjects participating in the Botnia T2D-family study and followed for a median of eight years. Mortality analyses were performed using Cox proportional-hazards regression. During the follow-up period, 749 individuals died, 409 due to CV causes. In males the GYS1 XbaI T-allele (hazard ratio (HR) 1.9 [1.2–2.9]), T2D (2.5 [1.7–3.8]), earlier CV events (1.7 [1.2–2.5]), physical inactivity (1.9 [1.2–2.9]) and smoking (1.5 [1.0–2.3]) predicted CV mortality. The GYS1 XbaI T-allele predicted CV mortality particularly in physically active males (HR 1.7 [1.3–2.0]). Association of GYS1 with CV mortality was independent of APOE (219TT/ε4), which by its own exerted an effect on CV mortality risk in females (2.9 [1.9–4.4]). Other independent predictors of CV mortality in females were fasting plasma glucose (1.2 [1.1–1.2]), high body mass index (BMI) (1.0 [1.0–1.1]), hypertension (1.9 [1.2–3.1]), earlier CV events (1.9 [1.3–2.8]) and physical inactivity (1.9 [1.2–2.8]).Conclusions/SignificancePolymorphisms in GYS1 and APOE predict CV mortality in T2D families in a gender-specific fashion and independently of each other. Physical exercise seems to unmask the effect associated with the GYS1 polymorphism, rendering carriers of the variant allele less susceptible to the protective effect of exercise on the risk of CV death, which finding could be compatible with a previous demonstration of defective increase in the glycogen synthase protein in carriers of this polymorphism.