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Nevin Manimala Statistics

Statistics of the Profession in Paris

Chic Med Exam. 1866 Jun;7(6):366.

NO ABSTRACT

PMID:37473025 | PMC:PMC9994912

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Nevin Manimala Statistics

Vital Statistics

Chic Med Exam. 1870 Aug;11(8):520-521.

NO ABSTRACT

PMID:37472084 | PMC:PMC10023041

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Nevin Manimala Statistics

The Relative Dangers of Anæsthesia by Chloroform and Ether-Statistics of 209,893 Cases

Chic Med Exam. 1870 May;11(5):257-266.

NO ABSTRACT

PMID:37471998 | PMC:PMC10022927

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Nevin Manimala Statistics

Prognostic impact of coronary lesions and its revascularization in a 5-year follow-up after the TAVI procedure

Catheter Cardiovasc Interv. 2023 Jul 20. doi: 10.1002/ccd.30767. Online ahead of print.

ABSTRACT

BACKGROUND: Coronary artery disease (CAD) is a common finding in patients undergoing transcatheter aortic valve implantation (TAVI). However, its prognostic significance and its management remains controversial.

AIMS: This study sought to determine whether the presence of CAD, its complexity, and angiography-guided percutaneous coronary intervention (PCI) are associated with outcomes after TAVI.

METHODS: All patients undergoing TAVI at a tertiary referral center between 2008 and 2018 were included in a prospective observational study. Baseline SYNTAX (Synergy between PCI with Taxus and Cardiac Surgery) score (SS) and a residual SS after PCI were calculated. The endpoints on the 5 year follow-up were all-cause mortality and a composite of mayor cardiovascular adverse events (MACE).

RESULTS: In 379 patients, the presence of CAD and its complexity were not significantly associated with worse 5-year survival after TAVI, with a mortality for SS0 of 45%; for SS 1-22 of 36.5% (HR 0.77; 95% CI 0.53-1.11, p = 0.15) and for SS > 22 of 42.1% (HR 1.24; 95% CI 0.59-2.63, p = 0.57). Regarding the combined event of MACE, there were also no statistically significant differences between patients with CAD and without CAD (56.8% in patients without CAD and 54.9% in patients with CAD; HR 1.06; 95% CI 0.79-1.43, p = 0.7). Angiography-guided PCI or completeness of revascularization was not associated with different outcomes.

CONCLUSIONS: In the present analysis, neither the presence nor the extent of CAD, nor the degree of revascularization, was associated with a prognostic impact in patients undergoing TAVI at 5-year follow-up.

PMID:37471716 | DOI:10.1002/ccd.30767

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Nevin Manimala Statistics

Style transfer generative adversarial networks to harmonize multisite MRI to a single reference image to avoid overcorrection

Hum Brain Mapp. 2023 Jul 20. doi: 10.1002/hbm.26422. Online ahead of print.

ABSTRACT

Recent work within neuroimaging consortia have aimed to identify reproducible, and often subtle, brain signatures of psychiatric or neurological conditions. To allow for high-powered brain imaging analyses, it is often necessary to pool MR images that were acquired with different protocols across multiple scanners. Current retrospective harmonization techniques have shown promise in removing site-related image variation. However, most statistical approaches may over-correct for technical, scanning-related, variation as they cannot distinguish between confounded image-acquisition based variability and site-related population variability. Such statistical methods often require that datasets contain subjects or patient groups with similar clinical or demographic information to isolate the acquisition-based variability. To overcome this limitation, we consider site-related magnetic resonance (MR) imaging harmonization as a style transfer problem rather than a domain transfer problem. Using a fully unsupervised deep-learning framework based on a generative adversarial network (GAN), we show that MR images can be harmonized by inserting the style information encoded from a single reference image, without knowing their site/scanner labels a priori. We trained our model using data from five large-scale multisite datasets with varied demographics. Results demonstrated that our style-encoding model can harmonize MR images, and match intensity profiles, without relying on traveling subjects. This model also avoids the need to control for clinical, diagnostic, or demographic information. We highlight the effectiveness of our method for clinical research by comparing extracted cortical and subcortical features, brain-age estimates, and case-control effect sizes before and after the harmonization. We showed that our harmonization removed the site-related variances, while preserving the anatomical information and clinical meaningful patterns. We further demonstrated that with a diverse training set, our method successfully harmonized MR images collected from unseen scanners and protocols, suggesting a promising tool for ongoing collaborative studies. Source code is released in USC-IGC/style_transfer_harmonization (github.com).

PMID:37471702 | DOI:10.1002/hbm.26422

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Nevin Manimala Statistics

Clinical Presentation and Outcomes of Patients With Cancer-Associated Isolated Distal Deep Vein Thrombosis

J Clin Oncol. 2023 Jul 20:JCO2300429. doi: 10.1200/JCO.23.00429. Online ahead of print.

ABSTRACT

PURPOSE: Patients with isolated distal deep vein thrombosis (DVT) have lower rates of adverse outcomes (death, venous thromboembolism [VTE] recurrence or major bleeding) than those with proximal DVT. It is uncertain if such findings are also observed in patients with cancer.

METHODS: Using data from the international Registro Informatizado de la Enfermedad TromboEmbolica venosa registry, we compared the risks of adverse outcomes at 90 days (adjusted odds ratio [aOR]; 95% CI) and 1 year (adjusted hazard ratio [aHR; 95% CI]) in 886 patients with cancer-associated distal DVT versus 5,196 patients with cancer-associated proximal DVT and 5,974 patients with non-cancer-associated distal DVT.

RESULTS: More than 90% of patients in each group were treated with anticoagulants for at least 90 days. At 90 days, the adjusted risks of death, VTE recurrence, or major bleeding were lower in patients with non-cancer-associated distal DVT than in patients with cancer-associated distal DVT (reference): aOR = 0.16 (0.11-0.22), aOR = 0.34 (0.22-0.54), and aOR = 0.47 (0.27-0.80), respectively. The results were similar at 1-year follow-up: aHR = 0.12 (0.09-0.15), aHR = 0.39 (0.28-0.55), and aHR = 0.51 (0.32-0.82), respectively. Risks of death, VTE recurrence, and major bleeding were not statistically different between patients with cancer-associated proximal versus distal DVT, both at 90 days: aOR = 1.11 (0.91-1.36), aOR = 1.10 (0.76-1.62), and aOR = 1.18 (0.76-1.83), respectively, and 1 year: aHR = 1.01 (0.89-1.15), aHR = 1.02 (0.76-1.35), and aHR = 1.10 (0.76-1.61), respectively. However, more patients with cancer-associated proximal DVT, compared with cancer-associated distal DVT, developed fatal pulmonary embolism (PE) during follow-up: The risk difference was 0.40% (95% CI, 0.23 to 0.58).

CONCLUSION: Cancer-associated distal DVT has serious and relatively comparable outcomes compared with cancer-associated proximal DVT. The lower risk of fatal PE from cancer-associated distal DVT needs further investigation.

PMID:37471683 | DOI:10.1200/JCO.23.00429

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Nevin Manimala Statistics

Mobile Web App Intervention to Promote Breast Cancer Screening Among American Indian Women in the Northern Plains: Feasibility and Efficacy Study

JMIR Form Res. 2023 Jul 20;7:e47851. doi: 10.2196/47851.

ABSTRACT

BACKGROUND: Breast cancer is the most common cancer in the United States and the second leading cause of death for American Indian women. American Indian women have lower rates of breast cancer screening than other racial groups, and disparities in breast cancer mortality and survival rates persist among them. To address this critical need, a culturally appropriate, accessible, and personalized intervention is necessary to promote breast cancer screening among American Indian women. This study used mobile health principles to develop a mobile web app-based mammogram intervention (wMammogram) for American Indian women in a remote, rural community in the Northern Plains.

OBJECTIVE: This study aimed to assess the feasibility and efficacy of the wMammogram intervention, which was designed to motivate American Indian women to undergo breast cancer screening, as compared with the control group, who received an educational brochure.

METHODS: Using community-based participatory research (CBPR) principles and a multipronged recruitment strategy in a randomized controlled trial design, we developed the wMammogram intervention. This study involved 122 American Indian women aged between 40 and 70 years, who were randomly assigned to either the intervention group (n=62) or the control group (n=60). Those in the intervention group received personalized and culturally appropriate messages through a mobile web app, while those in the control group received an educational brochure. We measured outcomes such as mammogram receipt, intention to receive breast cancer screening after the intervention, and participants’ satisfaction with and acceptance of the intervention.

RESULTS: A significantly higher proportion of women who received the wMammogram intervention (26/62, 42%; P=.009) completed mammograms by the 6-month follow-up than the control group (12/60, 20%). The wMammogram intervention group, compared with the control group, reported significantly higher ratings on perceived effectiveness of the intervention (t120=-5.22; P<.001), increase in knowledge (t120=-4.75; P<.001), and satisfaction with the intervention (t120=-3.61; P<.001). Moreover, compared with the brochure group, the intervention group expressed greater intention to receive a mammogram in the future when it is due (62/62, 100% vs 51/60, 85%) and were more willing to recommend the intervention they received to their friends (61/62, 98.4% vs 54/60, 90%) with statistically significant differences.

CONCLUSIONS: This study shows the feasibility and efficacy of the wMammogram intervention to promote breast cancer screening for American Indian women in a remote, rural community-based setting. Findings suggest that, with advancements in technology and the ubiquity of mobile devices, mobile web apps could serve as a valuable health intervention tool that builds upon low-cost technology and enhances accessibility and sustainability of preventive care to help reduce breast health disparities experienced in hard-to-reach American Indian populations.

TRIAL REGISTRATION: ClinicalTrials.gov NCT05530603; https://clinicaltrials.gov/ct2/show/NCT05530603.

PMID:37471115 | DOI:10.2196/47851

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Nevin Manimala Statistics

Anti-PLA2R Antibody Levels and Clinical Risk Factors for Treatment Nonresponse in Membranous Nephropathy

Clin J Am Soc Nephrol. 2023 Jul 20. doi: 10.2215/CJN.0000000000000237. Online ahead of print.

ABSTRACT

BACKGROUND: The 2021 KDIGO guidelines recommend following anti-PLA2R antibody levels as a marker of treatment response in membranous nephropathy, however the optimal timing to evaluate antibody levels and how to combine them with other clinical variables are currently unknown.

METHODS: We used a cohort of 85 patients from the MENTOR trial with anti-PLA2R antibodies ≥14 RU/ml to identify risk factors for not experiencing proteinuria remission after 12 months of treatment with cyclosporine or rituximab. Three landmark times were considered: at baseline, and after 3 and 6 months of treatment. Logistic regression model performance was evaluated using C-statistics and model fit (Akaike Information Criterion (AIC), R2).

RESULTS: The model at baseline that best predicted no remission included anti-PLA2R antibodies >323 RU/ml and creatinine clearance; the best model after 3 months included the change from baseline in both antibody and albumin levels; and the best model after 6 months included antibody levels >14 RU/ml, creatinine clearance, and the change from baseline in albumin. Compared to the model at baseline, the model at 3 months had better model fit (AIC 70.9 vs 96.4, R2 51.8% vs 30.1%) and higher C-statistic (0.93 vs 0.83, p=0.008). The model at 6 months had no difference in performance compared to the model at 3 months (AIC 68.6, R2 53.0%, C-statistic 0.94 p=0.67).

CONCLUSIONS: Using the MENTOR clinical trial cohort of patients with membranous nephropathy treated with standardized cyclosporine or rituximab, we found that the optimal method to evaluate risk factors for the probability of treatment response was to use anti-PLA2R antibody levels combined with albumin levels after 3 months of treatment, which was significantly better than using antibody levels alone or risk factor evaluation at baseline, with no added benefit of waiting until 6 months of treatment.

PMID:37471101 | DOI:10.2215/CJN.0000000000000237

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Nevin Manimala Statistics

Association of Successful Percutaneous Revascularization of Chronic Total Occlusions With Quality of Life: A Systematic Review and Meta-Analysis

JAMA Netw Open. 2023 Jul 3;6(7):e2324522. doi: 10.1001/jamanetworkopen.2023.24522.

ABSTRACT

IMPORTANCE: Chronic total occlusion percutaneous coronary intervention (CTO-PCI) is not usually offered because of skepticism about long-term clinical benefits.

OBJECTIVE: To assess the association of successful CTO-PCI with quality of life by analyzing the relevant domains of the Seattle Angina Questionnaire (SAQ).

DATA SOURCES: PubMed, EMBASE, Web of Science, Google Scholar, and Cochrane databases were searched to identify randomized trials and observational studies specifically addressing quality of life domains of SAQ from January 2010 to June 2022.

STUDY SELECTION: Studies included reporting SAQ metrics such as angina frequency, physical limitation, and quality of life, before and after CTO-PCI.

DATA EXTRACTION AND SYNTHESIS: The present study was performed according to the Cochrane Collaboration and Preferred Reporting Items for Systematic Reviews and Meta-Analyses statements, in which fixed-effect or random-effect models with generic inverse-variance weighting depending on statistical homogeneity were applied. Data were extracted by 3 independent reviewers.

OUTCOMES AND MEASURES: The primary outcome was angina frequency; physical limitation and quality of life were assessed as secondary outcomes.

RESULTS: Seven prospective randomized or observational studies (2500 patients) were included, with a mean (SD) participant age of 61.2 (2.1) years. CTO-PCI was associated with significantly improved quality-of-life metrics during a mean (SD) follow-up of 14.8 (16.3) months. In patients with successful procedures, angina episodes became less frequent (mean [SD] difference for SAQ angina frequency of 12.9 [3.1] survey points [95% CI, 7.1-19.8 survey points]; standardized mean difference was 0.54 [95% CI, 0.21-0.92]; P = .002; I2 = 86.4%) and they experienced less physical activity limitation (mean [SD] difference for SAQ physical limitation of 9.7 [6.2] survey points [95% CI, 3.5-16.2 survey points]; standardized mean difference was 0.42 [95% CI, 0.24-0.55]; P < .001; I2 = 20.9%), and greater quality-of-life domain (mean [SD] difference for SAQ quality of life of 14.9 [3.5] survey points [95% CI, 7.7-22.5 survey points]; standardized mean difference was 0.41 [95% CI, 0.25-0.61]; P < .001; I2 = 58.8%) compared with patients with optimal medical therapy or failed procedure. Furthermore, follow-up duration (point estimate, 0.03; 95% CI, 0.01-0.04; P = .01) was associated with a significant decrease in angina frequency in meta-regression analysis.

CONCLUSIONS AND RELEVANCE: In this systematic review and meta-analysis examining quality of life following CTO-PCI, successful procedures were associated with improved quality-of-life parameters compared with patients on optimal medical therapy or after failed CTO-PCI. These findings suggest support for using PCI to treat CTOs in symptomatic patients unresponsive to medical treatment.

PMID:37471086 | DOI:10.1001/jamanetworkopen.2023.24522

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Nevin Manimala Statistics

Trends in Racial and Ethnic Disparities in the Receipt of Lifesaving Procedures for Hospitalized Patients With Decompensated Cirrhosis in the US, 2009-2018

JAMA Netw Open. 2023 Jul 3;6(7):e2324539. doi: 10.1001/jamanetworkopen.2023.24539.

ABSTRACT

IMPORTANCE: Patients with decompensated cirrhosis are hospitalized for acute management with temporizing and lifesaving procedures. Published data to inform intervention development in this area are more than a decade old, and it is not clear whether there have been improvements in disparities in the receipt of these procedures over time.

OBJECTIVE: To evaluate the associations of race and ethnicity with receipt of procedures to treat decompensated cirrhosis over time in the US.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cross-sectional study analyzed National Inpatient Sample data on cirrhosis admissions among patients with portal hypertension-related complications from 2009 to 2018. All hospital discharges for individuals aged 18 years and older from 2009 to 2018 were assessed for inclusion. Admissions were included if they contained at least 1 cirrhosis-related International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) or International Statistical Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) code and at least 1 cirrhosis-related complication ICD-9-CM or ICD-10-CM code (ie, ascites, hepatic encephalopathy, variceal hemorrhage [VH], and hepatorenal syndrome [HRS]). Data were analyzed from January to June 2022.

EXPOSURE: Hospitalization for decompensated cirrhosis.

MAIN OUTCOMES AND MEASURES: The outcomes of interest were trends in the odds ratios (ORs) for receiving procedures (upper endoscopy, transjugular portosystemic shunt [TIPS], hemodialysis, and liver transplantation [LT]) for decompensated cirrhosis and mortality by race and ethnicity, modeled over time. Multivariable logistic regression was used to assess these outcomes.

RESULTS: Among 717 580 admissions (median [IQR] age, 58 [52-67] years), 345 644 patients (9.8%) were Black, 623 991 patients (17.6%) were Hispanic, and 2 340 031 patients (47.4%) were White. Based on the modeled trends, by 2018, there were no significant differences by race or ethnicity in the odds of receiving upper endoscopy for VH. However, Black patients remained less likely than White patients to undergo TIPS for VH (OR, 0.54; 95% CI, 0.47-0.62) and ascites (OR, 0.34; 95% CI, 0.31-0.38). The disparity in receipt of LT improved for Black and Hispanic patients over the study period; however, by 2018, both groups remained less likely to undergo LT than their White counterparts (Black: OR, 0.66; 95% CI, 0.61-0.70; Hispanic: OR, 0.74; 95% CI, 0.70-0.78). The odds of death in Black and Hispanic patients declined over the study period but remained higher in Black patients than White patients in 2018 (OR, 1.08; 95% CI, 1.05-1.11).

CONCLUSIONS AND RELEVANCE: In this cross-sectional study of individuals hospitalized with decompensated cirrhosis, there were racial and ethnic disparities in receipt of complex lifesaving procedures and in mortality that persisted over time.

PMID:37471085 | DOI:10.1001/jamanetworkopen.2023.24539