Improving IVF Utilization with Patient-Centric Artificial Intelligence-Machine Learning (AI/ML): A Retrospective Multicenter Experience.

Objectives: In vitro fertilization (IVF) has the potential to give babies to millions more people globally, yet it continues to be underutilized. We established a globally applicable and locally adaptable IVF prognostics report and framework to support patient-provider counseling and enable validated, data-driven treatment decisions. This study investigates the IVF utilization rates associated with the usage of machine learning, center-specific (MLCS) prognostic reports (the Univfy® report) in provider-patient pre-treatment and IVF counseling. Methods: We used a retrospective cohort comprising 24,238 patients with new patient visits (NPV) from 2016 to 2022 across seven fertility centers in 17 locations in seven US states and Ontario, Canada. We tested the association of Univfy report usage and first intra-uterine insemination (IUI) and/or first IVF usage (a.k.a. conversion) within 180 days, 360 days, and "Ever" of NPV as primary outcomes. Results: Univfy report usage was associated with higher direct IVF conversion (without prior IUI), with odds ratios (OR) 3.13 (95% CI 2.83, 3.46), 2.89 (95% CI 2.63, 3.17), and 2.04 (95% CI 1.90, 2.20) and total IVF conversion (with or without prior IUI), OR 3.41 (95% CI 3.09, 3.75), 3.81 (95% CI 3.49, 4.16), and 2.78 (95% CI 2.59, 2.98) in 180-day, 360-day, and Ever analyses, respectively; p < 0.05. Among patients with Univfy report usage, after accounting for center as a factor, older age was a small yet independent predictor of IVF conversion. Conclusions: Usage of a patient-centric, MLCS-based prognostics report was associated with increased IVF conversion among new fertility patients. Further research to study factors influencing treatment decision making and real-world optimization of patient-centric workflows utilizing the MLCS reports is warranted.

Assessment of calcinosis in Portuguese patients with systemic sclerosis - a multicenter study.

INTRODUCTION/OBJECTIVES: The study aims to define the clinical and subclinical calcinosis prevalence, the sensitivity of radiographed site and clinical method for its diagnosis, and the phenotype of Portuguese systemic sclerosis (SSc) patients with calcinosis. METHOD: A cross-sectional multicenter study was conducted with SSc patients fulfilling Leroy/Medsger 2001 or ACR/EULAR 2013 classification criteria, registered in the Reuma.pt. Calcinosis was assessed through clinical examination and radiographs of hands, elbows, knees, and feet. Independent parametric or non-parametric tests, multivariate logistic regression, and sensitivity calculation of radiographed site and clinical method for calcinosis detection were performed. RESULTS: We included 226 patients. Clinical calcinosis was described in 63 (28.1%) and radiological calcinosis in 91 (40.3%) patients, of which 37 (40.7%) were subclinical. The most sensitive location to detect calcinosis was the hand (74.7%). Sensitivity of the clinical method was 58.2%. Calcinosis patients were more often female (p = 0.008) and older (p < 0.001) and had more frequently longer disease duration (p < 0.001), limited SSc (p = 0.017), telangiectasia (p = 0.039), digital ulcers (p = 0.001), esophageal (p < 0.001) and intestinal (p = 0.003) involvements, osteoporosis (p = 0.028), and late capillaroscopic pattern (p < 0.001). In multivariate analysis, digital ulcers (OR 2.63, 95% CI 1.02-6.78, p = 0.045) predicted overall calcinosis, esophageal involvement (OR 3.52, 95% CI 1.28-9.67, p = 0.015) and osteoporosis (OR 4.1, 95% CI 1.2-14.2, p = 0.027) predicted hand calcinosis, and late capillaroscopic pattern (OR 7.6, 95% CI 1.7-34.9, p = 0.009) predicted knee calcinosis. Anti-nuclear antibody positivity was associated with less knee calcinosis (OR 0.021, 95% CI 0.001-0477, p = 0.015). CONCLUSIONS: Subclinical calcinosis high prevalence suggests that calcinosis is underdiagnosed and radiographic screening might be relevant. Multifactorial pathogenesis may explain calcinosis predictors' variability. Key Points • Prevalence of subclinical calcinosis in SSc patients is substantial. • Hand radiographs are more sensitive to detect calcinosis than other locations or clinical method. • Digital ulcers were associated with overall calcinosis, esophageal involvement and osteoporosis were associated with hand calcinosis, and late sclerodermic pattern in nailfold capillaroscopy was associated with knee calcinosis. • Anti-nuclear antibody positivity may be a protective factor for knee calcinosis.

Spontaneous pneumomediastinum, a rare manifestation of clinically amyopathic dermatomyositis.

Clinically amyopathic dermatomyositis (CADM) is a rare condition characterized by dermatomyositis skin lesions without clinically apparent muscle involvement. Respiratory involvement is common, occurring in about half of the cases. Spontaneous pneumomediastinum (PnM) is a rare, and often fatal, complication of CADM. We report a case of a 61-year-old female patient who was diagnosed with anti-melanoma differentiation- associated gene 5 antibody-associated CADM and interstitial lung disease. She developed an extensive spontaneous PnM with subcutaneous emphysema. The patient was treated with a conservative approach which was, initially, successful in reducing the size of the PnM. However, the patient died from an eventual nosocomial pneumonia requiring mechanical ventilation. This case illustrates that improving the management of CADM associated PnM, remains a major unmet need.

Measuring quality of life of patients with axial spondyloarthritis for economic evaluation.

OBJECTIVES: To estimate the relationship between EQ5D (three levels, UK version) and the Ankylosing Spondylitis Disease Activity Score (ASDAS) for use in the economic evaluation of health technologies for people with axial spondyloarthritis (axSpA). To compare against the relationship with the Bath Ankylosing Spondylitis Disease Activity Index (BASDAI). METHODS: An electronic, prospective, Portuguese, nationwide, rheumatic disease register (Reuma.pt) provided data on 1140 patients (5483 observations) with a confirmed diagnosis of axSpA. We estimated models of EQ5D as a function of ASDAS, alone or in combination with measures of functional impairment, using bespoke mixture models which reflect the complex distributional features of EQ5D. The SPondyloArthritis Caught Early cohort provided data from 344 patients (1405 observations) in four European countries and was used for validation. A previously published model of BASDAI/Bath Ankylosing Spondylitis Functional Index (BASFI) was also used to generate predicted EQ5D scores and model performance compared. RESULTS: A non-linear relationship exists between EQ5D from ASDAS. The final model included ASDAS, ASDAS squared, age and age squared and demonstrated close fit in both datasets except where data were sparse for patients with very high levels of disease activity (ASDAS >4). This finding held in the validation dataset. Models that included BASFI improved model fit. The ASDAS based models fit the data marginally less well than models using BASDAI. CONCLUSIONS: Mapping models linking ASDAS to EQ5D allow results from clinical studies to be used in economic evaluation of health technologies with confidence. There is some loss of information compared with BASDAI but this has only a marginal impact.

Farmacontaminación El lado B de los medicamentos / Pharmaceutical pollution: The B-side of medicines

A medida que aumenta la esperanza de vida y la población envejece, el consumo de medicamentos crece, propendiendo a mejorar la salud y la calidad de vida de los usuarios. Las actividades dirigidas a su fiscalización y vigilancia son supervisadas por las agencias sanitarias; sin embargo, existe poca difusión y regulación sobre lo que sucede cuando son desechados como residuos industriales, productos no utilizados, vencidos o excretados. Se realizó una búsqueda no sistemática de la literatura con el objetivo de visibilizar la problemática de la farmacontaminación que, aun en bajas concentraciones, afecta el agua potable y altera la vida de las especies. A partir de la evidencia colectada, se advierte presencia de cafeína, ibuprofeno, diclofenac, ß-bloqueantes y carbamazepina, entre otros. Surgen así interrogantes y controversias sobre los efectos toxicológicos en el ecosistema (farmacontaminación), que sin detección en los procesos de potabilización podrían permanecer en el agua potable. Pese a que se desconocen los efectos a corto plazo en la salud humana, esta falta de evidencia no debería llevar a pensar que los riesgos son insignificantes. En Argentina, donde la normativa también es escasa, se aprecian los esfuerzos de científicos locales por determinar los efectos en lodos, suelos, biota y aguas freáticas, y de las comunidades académicas en la eliminación controlada de medicamentos

Vector bioimpedance detects situations of malnutrition not identified by the indicators commonly used in geriatric nutritional assessment: A pilot study.

OBJECTIVE: To compare body composition as assessed by conventional and vector bioelectrical impedance analysis according to the nutritional cataloging using body mass index (BMI) in a group of institutionalized elderly. METHODS: Cross-sectional study in 38 institutionalized elderly. Body composition was estimated by bioimpedance analysis. Differences in body composition were analyzed using t-test and ANOVA, or their corresponding nonparametric tests. Statistical significance was set at p<0.05. RESULTS: Based on BMI, the sample showed overweight (average BMI: 26.4kg/m2), and women had higher BMI values than men (28.9 vs. 25.5kg/m2). Based on waist circumference, abdominal obesity was detected in 60.7% of men and 80% of women. Conventional bioimpedance analysis (BIA) yielded high fat mass values and slightly depleted skeletal muscle mass, compatible with sarcopenic obesity. All individual impedance vectors were located on the right of the major axis of the tolerance ellipses, reflecting body-cell-mass depletion in all subjects, regardless of BMI cataloging. CONCLUSIONS: Bioelectrical impedance vector analysis (BIVA) detects body compartment changes in institutionalized elderly that are not identified by the most widely used clinical practice nutritional indicators, such as BMI, waist circumference, and BIA-estimated body composition.

Rare Müllerian Anomaly: Complete Septate Uterus with Simultaneous Longitudinal and Transverse Vaginal Septa.

BACKGROUND: We present a patient with primary amenorrhea and a rare combination of anomalies. She was found to have a septate uterus, double cervix, and a longitudinal and a low transverse vaginal septum. CASE: An 18-year-old girl with primary amenorrhea presented with severe monthly pelvic pain. Examination and imaging revealed a thin transverse vaginal septum, complete septate uterus, double cervix, and a longitudinal vaginal septum. The transverse and longitudinal vaginal septa were excised and repaired. SUMMARY AND CONCLUSION: Although repetitive pregnancy loss and preterm birth are associated with various Müllerian duct anomalies, clinicians should also be suspicious of the presented anomaly in cases of primary amenorrhea and cyclic pelvic pain. To our knowledge, this is the only case of simultaneous septate uterus with longitudinal and transverse vaginal septum and the second case of combined longitudinal and transverse septum, which caused primary amenorrhea. This rare anomaly further supports the bidirectional regression theory of Müllerian development.

Seguridad y eficacia del cigarrillo electrónico para dejar de fumar / Safety and Efficacy of Electronic Cigarettes for Quitting Smoking

Los cigarrillos electrónicos se promocionan como alternativa para dejar de fumar o reducir el consumo de tabaco. Esta revisión sistemática evaluó su seguridad y eficacia. Según los resultados obtenidos, no hay pruebas suficientes para afirmar que este tipo de cigarrillos sean más efectivos que otros tratamientos aprobados para abandonar el hábito.

Seguridad y eficacia del cigarrillo electrónico para dejar de fumar / Safety and Efficacy of Electronic Cigarettes for Quitting Smoking

Los cigarrillos electrónicos se promocionan como alternativa para dejar de fumar o reducir el consumo de tabaco. Esta revisión sistemática evaluó su seguridad y eficacia. Según los resultados obtenidos, no hay pruebas suficientes para afirmar que este tipo de cigarrillos sean más efectivos que otros tratamientos aprobados para abandonar el hábito