Inverse Probability Of Treatment Weighting Research Articles

Early Addition of Selexipag to Double Therapy for Pulmonary Arterial Hypertension

A subgroup analysis of a randomized clinical trial established the efficacy of selexipag plus background therapy (monotherapy or double oral therapy [DOT]) vs placebo plus background therapy and found that the addition of selexipag within 6 months had an added benefit. However, the timing of selexipag addition to DOT and the incremental benefit in clinical practice is not well studied. To compare triple oral therapy (TOT) consisting of selexipag, endothelin receptor antagonist (ERA), and phosphodiesterase type 5 inhibitor (PDE5i) vs DOT consisting of ERA and PDE5i. This comparative effectiveness study was conducted using data from the US Komodo claims database to emulate a randomized trial. Patients aged 18 years or older with pulmonary arterial hypertension (PAH) treated with ERA plus PDE5i with records from July 2015 through June 2022 were duplicated to TOT and DOT and artificially censored when observed treatment deviated from assigned treatment. Hypothetical randomization was emulated using inverse probability of treatment weighting, and the study accounted for censoring-induced selection bias using inverse probability of censoring weighting. A pooled logistic model estimated the per-protocol difference between treatment groups. Data were analyzed from November 2022 through July 2023. TOT (addition of selexipag within 3, 6, and 12 months of initiating DOT) vs DOT. Adjusted risk of all-cause hospitalization, PAH-related hospitalization, and PAH-related disease progression over a 2-year follow-up. A total of 2966 patients with PAH (mean [SD] age, 54.3 [14.0] years; 2125 female [71.6%]) met eligibility criteria. Adding selexipag within 6 months of ongoing DOT was associated with a reduction in risk for all-cause hospitalization (adjusted hazard ratio [aHR], 0.82; 95% CI, 0.72-0.94), PAH-related hospitalization (aHR, 0.81; 95% CI, 0.70-0.95), and PAH-related progression (aHR, 0.82; 95% CI, 0.70-0.95) vs DOT alone. There were no associations if selexipag was initiated within 12 months for all-cause hospitalization, PAH-related hospitalization, or PAH-related disease progression. The association remained with a greater decrease in risk for disease progression vs DOT for selexipag initiation within 3 months (aHR, 0.74; 95% CI, 0.61-0.90). This study found that early selexipag addition to ERA plus PDE5i was associated with a reduction in risk of hospitalization and disease progression. These findings suggest that delays in selexipag initiation likely contribute to suboptimal patient and health system outcomes.

The gender gap in earnings growth at the early stage of work careers in Korea

Previous research analyzing Western societies reported no gender gap in earnings growth after accounting for initial job allocation, attributing the widening gender gap in mid-career to the impact of family formation. This pattern is often referred to as the “last chapter” of gender inequality, but there is no consensus that this phenomenon is universal or place-specific. The applicability of these findings to non-Western contexts remains unclear. This study examines the gender gap in earnings growth in a non-Western advanced economy, South Korea, net of initial job assignment and factors related to family formation. The 2008–2010 Graduates Occupational Mobility Survey is used and the gender differences in job allocation and family formation are balanced with the application of the inverse probability of treatment weights. The results of individual-fixed effects models show that college-educated women in Korea face lower earnings growth and lower promotion prospects than their male counterparts. The magnitude and mechanisms of this female disadvantage vary across labor market sectors. The implications of these findings are discussed.

Real-world evaluation of multimodal treatment practice in older oesophageal cancer patients.

Elderly-specific data for multimodal treatment of oesophageal cancer (EC) is lacking. This study aimed to evaluate the safety and efficacy of multimodal treatment in older EC patients and to compare the impact of neoadjuvant chemotherapy (NCT) and neoadjuvant chemoradiotherapy (NCRT). Patients diagnosed with oesophageal squamous cell carcinoma or adenocarcinoma who received NCT/NCRT were identified in the National Cancer Database (NCDB, 2004-2015). First, we compared baseline and post-treatment characteristics between younger (<70 years) and older patients (≥70 years). Logistic regression was used to investigate risk factors of postoperative mortality. Second, we evaluated the effect of neoadjuvant chemotherapy on postoperative mortality and overall survival in the older cohort. Inverse probability of treatment weights and multivariable analyses were used to compensate for differences in baseline covariates. We 1st compared outcomes of neoadjuvant therapy plus oesophagectomy in 14778 eligible EC patients. The older group experienced higher rates of postoperative mortality at 30 days (5.8%) and 90 days (13.5%) compared to younger patients. Postoperative mortality was significantly related to the Charlson-Deyo score and treatment-related factors including neoadjuvant therapy type and minimally invasive technique. Second, among the 3141 older patients (with a median follow-up of 57.8 months and 2029 deaths), those receiving NCT obtained significantly lower postoperative mortality and improved overall survival compared with NCRT (inverse probability of treatment weights-adjusted P = 0.05; hazard ratio 0.85; 95% Cl 0.72-0.99). Neoadjuvant therapy plus oesophagectomy carries increased short-term mortality risk in older EC patients. NCT in older EC patients showed lower postoperative mortality but no statistically significant differences in overall survival, with a point estimate favouring NCT compared to the NCRT group, making NCT a potential option for consideration in specific cases.

Red Blood Cell Transfusion for Incidence of Retinopathy of Prematurity: Prospective Multicenter Cohort Study.

Retinopathy of prematurity (ROP) is a leading cause of visual impairment and blindness in preterm infants. This study sought to investigate the association between red blood cell (RBC) transfusion and ROP in very preterm infants (VPIs) to inform clinical strategies for ROP prevention and treatment. We designed a prospective multicenter cohort study that included VPIs and follow-up data from January 2017 to December 2022 at 3 neonatal clinical medicine centers. They were categorized into a transfusion group (infants who received an RBC transfusion within 4 wk) and a nontransfusion group. The relationship between RBC transfusion and ROP incidence was assessed using binary logistic regression, with subgroup analyses based on gestational age, birth weight, sex, and sepsis status. Inverse probability of treatment weighting and propensity score matching were applied to account for all potential confounding factors that could affect ROP development, followed by sensitivity analysis. The study included 832 VPIs, including 327 in the nontransfusion group and 505 in the transfusion group. The transfusion group had a lower average birth weight and gestational age and a greater incidence of ROP, ≥stage 2 ROP, and severe ROP. Logistic regression analysis revealed that the transfusion group had a significantly greater risk of ROP (adjusted odds ratio [aOR] 1.70, 95% CI 1.14-2.53, P=.009) and ≥stage 2 ROP (aOR 1.68, 95% CI 1.02-2.78, P=.04) but not severe ROP (aOR 1.75, 95% CI 0.61-5.02, P=.30). The trend analysis also revealed an increased risk of ROP with an increasing number of transfusions and a larger volume of blood transfused (P for trend<.001). Subgroup analyses confirmed a consistent trend, with the transfusion group at a higher risk for ROP across all subgroups. Inverse probability of treatment weighting and propensity score matching analyses supported the initial findings. For VPIs, RBC transfusion significantly increases the risk of ROP, and the risk increases with an increasing number of transfusions and volume of blood transfused.

Unravelling the Causal Relationship between Endometriosis and the Risk for Developing Venous Thromboembolism: A Pooled Analysis.

To investigate the effect of endometriosis on venous thromboembolism (VTE) in oral contraceptive (OC) users. Pooled analysis on a harmonized dataset compromising international patient-centric cohort studies: INAS-VIPOS, INAS-SCORE, and INAS-FOCUS. Eleven European countries, the United States, and Canada. Individuals being newly prescribed an OC with or without an endometriosis and no VTE history. Detailed information was captured using self-administered questionnaires at baseline and every 6 to 12 months thereafter. Self-reported VTEs were medically validated and reviewed by an independent adjudication committee. Incidence rates (IRs) were calculated per 10,000 woman-years. The association of endometriosis on VTE was determined in a time-to-event analysis, calculating crude and adjusted hazard ratios (HRs) with 95% confidence intervals (CIs) using stabilized inverse probability of treatment weighting (IPTW). A total of 22,072 women had an endometriosis diagnosis, and 91,056 women did not. Women with endometriosis contributed 78,751 woman-years during which 41 VTE events occurred (IR: 5.2/10,000, 95% CI: 3.7-7.1) compared to 127 VTEs during 310,501 woman-years in women without endometriosis (IR: 4.1/10,000, 95% CI: 3.4-4.9). The hazard ratio of VTE in women with endometriosis was 1.79 (95% CI: 1.24-2.57) using stabilized IPTW controlling for age, body mass index, smoking, education, age at menarche, and family history of VTE. Subgroup and sensitivity analyses showed similar results. These results highlight the importance of considering endometriosis as a potential factor contributing to VTE in women using OC; however, further research on the relationship between endometriosis and VTE is warranted.

Real-world study on the efficacy and safety of different treatment regimens in treatment-naïve CHB patients with high viral load

Evaluate the real-world effectiveness and safety of different treatment regimens for treatment-naïve high viral load chronic hepatitis B (CHB) patients. Between January 2021 and August 2022, CHB patients with HBV DNA ≥ 107 IU/mL were collected from four medical centers in Shenzhen. Patients treated with mono or combine antiviral therapy. The primary endpoint was the cumulative incidence of virological response at 48 weeks, and other endpoints included changes in HBsAg, HBeAg, ALT, and eGFR at 48 weeks. We used propensity score-based inverse probability of treatment weighting (IPTW) to balance the bias. Weighted logistics regression was used to estimate the factors affecting virological response. A total of 391 patients were included in the study, with 296 patients undergoing statistical analysis after IPTW. The patients were distributed into four groups: ETV (n = 62), TDF (n = 89), TAF (n = 36), TDF + LdT/ETV (n = 109). The 48-week cumulative incidence of virological response was significantly lower in ETV group (52.3%) compared to TDF (71.7%), TAF (74.2%), and TDF + LdT/ETV groups (77.9%) (P < 0.05). There were no significant differences in HBsAg loss among the four groups, but the HBeAg seroconversion rate was significantly higher in the TAF group. The ALT normalization rate was significantly higher in the TAF group (72.2%) compared to the others at 48 weeks (P < 0.05). In treatment-naïve CHB patients with high viral load, combination therapy was not superior to TDF or TAF monotherapy in virological response. Patients treated with TDF or TAF showed superior virological response compared to those treated with ETV. The TAF group demonstrated superiority in terms of ALT normalization and HBeAg seroconversion.

Comparison of kidney and hepatic outcomes among sodium-glucose cotransporter-2 inhibitors: a retrospective study using multiple propensity scores

BackgroundSodium-glucose cotransporter-2 inhibitors (SGLT2i) have been reported to have effects beyond lowering blood glucose levels, with certain SGLT2i expanding their indications to chronic kidney disease and chronic heart failure. We focused on the hepatoprotective and renoprotective effects of six SGLT2i and assessed whether the effects were unique to each drug or common class effects, in addition to whether the renal and hepatoprotective effects vary based on renal and hepatic status.MethodsPatients with diabetes (ipragliflozin: 837, empagliflozin: 850, canagliflozin: 922, dapagliflozin: 590, tofogliflozin: 288, and luseogliflozin: 193) who initiated SGLT2i treatment and were monitored for one year were included. The propensity score (PS) was calculated using patient backgrounds (age, sex, height, weight, body mass index [BMI], disease duration, concomitant diabetes medications, underlying conditions, glycated hemoglobin [HbA1c], estimated glomerular filtration rate [eGFR], aspartate aminotransferase [AST], alanine aminotransferase [ALT], high-density lipoprotein [HDL], low-density lipoprotein [LDL], and triglyceride [TG] levels) as covariates. Additionally, the inverse probability of treatment weighting (IPTW) approach was used to compare liver and renal function test values.ResultsPre- and 12-month post-treatment comparisons demonstrated a significant reduction in hepatic function (AST and ALT) and an increase in renal function (eCcr and eGFR) for all SGLT2i. Comparison of differences between pre- and 12-month post-treatment using the IPTW approach demonstrated no significant differences in AST, ALT, and eGFR levels between SGLT2i. At 12 months post-treatment, 67 patients were classified as having a more severe CKD than those at pre-treatment, representing only 1.8% of all patients (67/3,680). Similarly, 107 patients with AST and 147 patients with ALT were classified as having progressed to a more severe grade than at pre-treatment, representing only 2.9 and 4.0%, respectively.ConclusionsRenoprotective and hepatoprotective effects are class effects of SGLT2i, and their effects are thought to be independent of kidney or liver status.

Association between hypertension requiring medication and postoperative 30-day mortality in adult patients with tumor craniotomy: an analysis of data using propensity score matching.

Reliable quantification of the association between hypertension requiring medication and postoperative 30-day mortality in adult patients who undergo craniotomy for tumor resection is limited. We aimed to explore the associations between these factors. This work was a retrospective cohort study that used propensity score matching (PSM) among 18,642 participants from the American College of Surgeons National Surgical Quality Improvement Program database between 2012 and 2015. Hypertension requiring medication and postoperative 30-day mortality were the independent and dependent target variables, respectively. PSM was conducted via nonparsimonious multivariate logistic regression to balance the confounders. Robust estimation methods were used to investigate the association between hypertension requiring medication and postoperative 30-day mortality. A total of 18,642 participants (52.6% male and 47.4% female) met our inclusion criteria; 7,116 (38.17%) participants with hypertension required medication and had a 3.74% mortality rate versus an overall mortality rate of 2.46% in the adult cohort of patients who underwent craniotomy for tumor resection. In the PSM cohort, the risk of postoperative 30-day mortality significantly increased by 39.0% among patients with hypertension who required medication (OR = 1.390, 95% confidence interval (CI): 1.071-1.804, p = 0.01324) after adjusting for the full covariates. Compared with participants without hypertension requiring medication, those with hypertension requiring medication had a 34.0% greater risk of postoperative 30-day mortality after adjusting for the propensity score (OR = 1.340, 95% CI: 1.040-1.727, p = 0.02366) and a 37.6% greater risk of postoperative 30-day mortality in the inverse probability of treatment weights (IPTW) cohort (OR = 1.376, 95% CI: 1.202, 1.576, p < 0.00001). Among U.S. adult patients undergoing craniotomy for tumor resection, hypertension requiring medication is a notable contributor to 30-day mortality after surgery, with odds ratios ranging from 1.34 to 1.39.

Durvalumab after chemoradiotherapy for locoregional recurrence of completely resected non-small-cell lung cancer (NEJ056).

Locoregional recurrence of non-small-cell lung cancer (NSCLC) after complete resection lacks standard treatment. Durvalumab after chemoradiotherapy (CRT) or CRT alone is often selected in daily clinical practice for patients with locoregional recurrence; however, the therapeutic efficacy of these treatments remains unclear, and we aimed to assess this. This retrospective observational study used data from patients with NSCLC diagnosed with locoregional recurrence after complete resection who subsequently underwent concurrent CRT followed by durvalumab (CRT-D group) or CRT alone (CRT group). We employed propensity score analysis with inverse probability treatment weighting (IPTW) to adjust for various confounders and evaluate efficacy in the CRT-D group. After IPTW adjustment, the CRT-D group contained 119 patients (64.7% male; 69.7% adenocarcinoma), and the CRT group contained 111 patients (60.5% male; 73.4% adenocarcinoma). Their mean ages were 66 and 65 years, respectively. The IPTW-adjusted median progression-free survival was 25.4 and 11.5 months for the CRT-D and CRT groups, respectively (hazard ratio, 0.44; 95% confidence interval, 0.30-0.64); the median overall survival was not reached in either group favoring CRT-D (hazard ratio, 0.49; 95% confidence interval, 0.24-0.99). Grade 3 or 4 adverse events were observed in 48.8% of patients during CRT, 10.7% after initiating durvalumab maintenance therapy in the CRT-D group, and 57.3% in the CRT group. Overall, the sequential approach of CRT followed by durvalumab is a promising treatment strategy for locoregional recurrence of NSCLC after complete resection.

Incidence of deep vein thrombosis and pulmonary embolism in closed foot and ankle fractures treated with conservative versus surgical management: A nationwide analysis

ObjectivesThough there is extensive research on recovery and outcomes of proximal joint fractures, such as hip and knee, there is a paucity of such research in foot and ankle fractures and a lack of uniform data on the incidence of venous thromboembolism (VTE). This is a retrospective cohort study that seeks to investigate the incidence of VTE following surgically versus conservatively treated foot and ankle fractures MethodsThis study included all adult-patient hospitalizations with International Classification of Disease 10th Revision diagnosis codes related to closed foot and ankle fractures as a primary diagnosis in the National Inpatient Sample, an administrative database part of the Healthcare Cost and Utilization Project, for a total of 209,595 cases. Multivariate binary logistic regression was performed to determine the effect of age, gender, past medical history of venous thromboembolism (PMHVTE), Charlson Comorbidity Index, race, surgery, and transfusion of red cell products on the incidence of deep venous thrombosis (DVT) and pulmonary embolism (PE). ResultsOur study found an overall incidence of DVT and PE to be 0.4 % and 0.3 %, respectively, following foot or ankle fracture. Conservative management was found to have an increased relative risk of DVT and PE of 2.02 and 1.15, respectively. This difference persisted on performing inverse probability treatment weighting (IPTW) analysis to account for confounders. PMHVTE and requirement of blood transfusion was associated with an increased odds ratio (OR) of 3.41 and 3.217, respectively. Cases identified as Black and Asian/Pacific Islander also had an increased OR of DVT. ConclusionsThe results of this study demonstrate that surgical management of foot and ankle fractures is associated with a lower relative risk of VTE compared to medical management. PMHVTE and transfusion of red cell products increase the odds of VTE following either form of intervention.

Duration of Dual Antiplatelet Therapy after Percutaneous Coronary Intervention of Unprotected Left Main Coronary Artery Stenosis: 6 versus 12 Months.

Background/Objectives: For patients with percutaneous coronary intervention (PCI) of an unprotected left main coronary artery (uLMCA) stenosis, the optimal duration of dual antiplatelet therapy (DAPT) remains a matter of debate. The purpose of this study was to compare clinical outcomes of 6- versus 12-month DAPT duration in patients with PCI of an uLMCA and stable angina. Methods: In this retrospective analysis, we included consecutive patients of our centre who underwent PCI of uLMCA stenosis for stable angina and who received DAPT with acetylsalicylic acid and clopidogrel for either 6 or 12 months. The primary endpoint was the composite of all-cause mortality, myocardial infarction, and target lesion revascularization at one year. Secondary endpoints included individual components of the primary endpoint, definite/probable stent thrombosis, and bleeding. Clinical outcomes were assessed by unadjusted analysis and by inverse probability of treatment weighting (IPTW). Results: Out of 984 included patients, 339 (34.5%) received DAPT for 6 months and 645 (65.5%) for 12 months. The primary endpoint occurred in 51 patients (15.2%) in the 6-month group and in 104 (16.3%) in the 12-month group (p = 0.674). Incidences of stent thrombosis (0.9% versus 0.3%, p = 0.224) and BARC 3,4,5 bleeding (6% versus 5.8%, p = 0.808) were also comparable in both groups. We found no significant differences in the primary endpoint and its components or BARC 3,4,5 bleeding between 6 and 12 months. Conclusions: Our findings do not support the extension of DAPT beyond 6 months after PCI for uLMCA in patients with stable angina.

Tailoring nonsurgical therapy for elderly patients with head and neck squamous cell carcinoma: A deep learning-based approach.

To assess deep learning models for personalized chemotherapy selection and quantify the impact of baseline characteristics on treatment efficacy for elderly head and neck squamous cell carcinoma (HNSCC) patients who are not surgery candidates. A comparison was made between patients whose treatments aligned with model recommendations and those whose did not, using overall survival as the primary metric. Bias was addressed through inverse probability treatment weighting (IPTW), and the impact of patient characteristics on treatment choice was analyzed via mixed-effects regression. Four thousand two hundred seventy-six elderly HNSCC patients in total met the inclusion criteria. Self-Normalizing Balanced individual treatment effect for survival data model performed best in treatment recommendation (IPTW-adjusted hazard ratio: 0.74, 95% confidence interval [CI], 0.63-0.87; IPTW-adjusted risk difference: 9.92%, 95% CI, 4.96-14.90; IPTW-adjusted the difference in restricted mean survival time: 16.42 months, 95% CI, 10.83-21.22), which surpassed other models and National Comprehensive Cancer Network guidelines. No survival benefit for chemoradiotherapy was seen for patients not recommended to receive this treatment. Self-Normalizing Balanced individual treatment effect for survival data model effectively identifies elderly HNSCC patients who could benefit from chemoradiotherapy, offering personalized survival predictions and treatment recommendations. The practical application will become a reality with further validation in clinical settings.

Impact of metabolic dysfunction-associated fatty liver disease on the outcomes following laparoscopic hepatectomy for hepatocellular carcinoma.

The impact of metabolic dysfunction-associated fatty liver disease (MAFLD) on laparoscopic liver resection (LLR) for hepatocellular carcinoma (HCC) remains unclear. This study aimed to compare the outcomes of LLR for MAFLD-HCC and Non-MAFLD-HCC. Patients with HCC who received LLR between October 2017 and July 2021 were enrolled. Inverse probability of treatment weighting (IPTW) was used to generate adjusted comparisons. Both short- and long-term outcomes were evaluated accordingly. A total of 887 patients were enrolled, with 140 in MAFLD group and 747 in Non-MAFLD group. After IPTW adjustment, baseline factors were well matched. The MAFLD group was associated with more blood loss (210 vs 150ml, p = 0.022), but with similar postoperative hospital stays and complication rates. The 1- and 3-year overall survival rates were 97.4% and 92.5% in MAFLD group, and 97.5% and 88.3% in Non-MAFLD group, respectively (p = 0.14). The 1- and 3-year disease-free survival rates were 84.8% and 62.9% in MAFLD group, and 80.2% and 58.8% in Non-MAFLD group, respectively (p = 0.31). LLR for MAFLD-HCC was associated with more blood loss but with comparable postoperative recovery and long-term survival compared with Non-MAFLD-HCC patients. LLR is feasible and safe for HCC patients with MAFLD background.

Going straight home? Housing stability and post-prison reoffending in Aotearoa New Zealand

ABSTRACT International research has found that post-release stable accommodation is associated with reduced recidivism, however, research exploring this relationship in Aotearoa New Zealand and its potential causal nature is limited. Drawing on quantitative pre- and post-release interviews with people released from prison in Aotearoa New Zealand, this article examines their housing situations and the relationship between two measures of recidivism (re-sentencing and re-imprisonment) and two measures of housing stability (stable housing and residential mobility). Whilst stable housing is associated with a reduced risk of re-imprisonment, after controlling for confounding variables using inverse probability of treatment weighting, a direct causal relationship between housing stability and recidivism could not be found. We conclude that housing stability is therefore likely to be indicative of broader stability post-release and supports other factors related to successful reintegration, including the development of social capital.

Using machine learning methods to investigate the impact of age on the causes of death in patients with early intrahepatic cholangiocarcinoma who underwent surgery.

The impact of age on the causes of death (CODs) in patients with early-stage intrahepatic cholangiocarcinoma (ICC) who had undergone surgery was analyzed in this study. A total of 1555 patients (885 in the older group and 670 in the younger group) were included in this study. Before and after applying inverse probability of treatment weighting (IPTW), the different CODs in the 2 groups were further investigated. Additionally, 7 different machine learning models were used as predictive tools to identify key variables, aiming to evaluate the therapeutic outcome in early ICC patients undergoing surgery. Before (5.92 vs. 4.08years, P < 0.001) and after (6.00 vs. 4.08years, P < 0.001) IPTW, the younger group consistently showed longer overall survival (OS) compared with the older group. Before IPTW, there were no significant differences in cholangiocarcinoma-related deaths (CRDs, P = 0.7) and secondary malignant neoplasms (SMNs, P = 0.78) between the 2 groups. However, the younger group had a lower cumulative incidence of cardiovascular disease (CVD, P = 0.006) and other causes (P < 0.001) compared with the older group. After IPTW, there were no differences between the 2 groups in CRDs (P = 0.2), SMNs (P = 0.7), and CVD (P = 0.1). However, the younger group had a lower cumulative incidence of other CODs compared with the older group (P < 0.001). The random forest (RF) model showed the highest C-index of 0.703. Time-dependent variable importance bar plots showed that age was the most important factor affecting the 2-, 4-, and 6-year survival, followed by stage and size. Our study confirmed that younger patients have longer OS compared with older patients. Further analysis of the CODs indicated that older patients are more likely to die from CVDs. The RF model demonstrated the best predictive performance and identified age as the most important factor affecting OS in early ICC patients undergoing surgery.

Triglyceride-glucose index correlates with the occurrence and prognosis of acute myocardial infarction complicated by cardiogenic shock: data from two large cohorts

BackgroundTriglyceride-glucose (TyG) index, a dependable indicator of insulin resistance, has been identified as a valid marker regarding multiple cardiovascular diseases. Nevertheless, the correlation of TyG index with acute myocardial infarction complicated by cardiogenic shock (AMICS) remains uncertain. Our study aims for elucidating this relationship by comprehensively analyzing two large-scale cohorts.MethodsUtilizing records from the eICU Collaborative Research Database and the Medical Information Mart for Intensive Care IV, the link between TyG and the incidence and prognosis of AMICS was assessed multicentrally and retrospectively by logistic and correlation models, as well as restricted cubic spline (RCS). Propensity score matching (PSM), inverse probability of treatment weighting (IPTW), and overlap weighting (OW) were employed to balance the potential confounders. Subgroup analyses were performed according to potential modifiers.ResultsOverall, 5208 AMI patients, consisting of 375 developing CS were finally included. The TyG index exhibited an apparently higher level in AMI populations developing CS than in those who did not experienced CS [9.2 (8.8–9.7) vs. 9.0 (8.5–9.5)], with a moderate discrimination ability to recognize AMICS from the general AMI (AUC: 0.604). Logistic analyses showed that the TyG index was significantly correlated with in-hospital and ICU mortality. RCS analysis demonstrated a linear link between elevated TyG and increased risks regarding in-hospital and ICU mortality in the AMICS population. An increased mortality risk remains evident in PSM-, OW- and IPTW-adjusted populations with higher TyG index who have undergone CS. Correlation analyses demonstrated an apparent link between TyG index and APS score. Subgroup analyses presented a stable link between elevated TyG and mortality particularly in older age, females, those who are overweight or hypertensive, as well as those without diabetes.ConclusionsElevated TyG index was related to the incidence of CS following AMI and higher mortality risks in the population with AMICS. Our findings pointed a previously undisclosed role of TyG index in regard to AMICS that still requires further validation.

Early childhood growth trajectories and early adolescent cognitive achievement: the role of catch-up

Human capital deficits in early childhood in terms of health and cognitive developmental issues are conceptualized as a lurking threat to China’s future economic growth by a growing body of scholarly literature; however, it is unknown whether these deficits persist into adolescence. This study draws upon longitudinal, nationally-representative data from the China Family Panel Studies 2010–2020 to investigate the possibility of recovering from early growth retardation and the potential implications for recovery of related cognitive outcomes. In particular, the paper considers whether there is evidence of cognitive catch-up from early cognitive delays. Based on group-based trajectory models with inverse probability of treatment weighting, this study finds that mid-childhood catch-up growth may mitigate the negative effects of early childhood stunting on early adolescent academic performance. Moreover, children who recover from stunting demonstrate cognitive catch-up in Chinese but not in math. This evidence not only reaffirms the significance of early childhood development but also suggests an opportunity for interventions to avert undernutrition and cognitive deficits after early childhood.

Influence of implantation strategy in the transition from temporary left ventricular assist device to durable mechanical circulatory support.

Bridging from temporary microaxial left ventricular assist device (tLVAD) to durable left ventricular assist device (dLVAD) is playing an increasing role in the treatment of terminally ill heart failure patients. Scant data exits about the best implantation strategy. The aim of this study is to analyze differences in dLVAD implantation technique and effects on patient outcomes. Data from 341 patients (19 European centers), between 01/2017 and 10/2022, who underwent bridge to bridge implantation from tLVAD to dLVAD were retrospectively analyzed. The outcomes of the different implantation techniques on cardiopulmonary bypass (CPB), extracorporeal life support (ECLS) or tLVAD were compared. Durable LVAD implantation was performed employing CPB in 70% of cases (n = 238, group 1), ECLS in 11% (n = 38, group 2) and tLVAD in 19% (n = 65, group 3).Baseline characteristics showed no significant differences in age (p = 0.140), BMI (p = 0.388), creatinine (p = 0.659), Meld score (p = 0.190) and rate of dialysis (p = 0.110). Group 3 had significantly less patients with preoperatively invasive ventilation and cardiopulmonary resuscitation before tLVAD implantation (p = 0.009 and p < 0.001 respectively). Concomitant procedures were performed more often in group 1 and 2 compared to group 3 (24%, 37% and 5%, respectively, p < 0.001).The 30-day mortality showed a significant better survival after inverse probability of treatment weighting in group 3, but the 1-year mortality showed no significant differences between groups (p = 0.012 and 0.581, respectively).Post-operative complications like rate of RVAD implantation or re-thoracotomy due to bleeding, post-operative respiratory failure and renal replacement therapy showed no significant differences between groups.Freedom from first adverse event like stroke, driveline infection or pump thrombosis during follow-up was not significantly different between groups.Post-operative blood transfusion within 24-hours were significantly higher in groups 1 and 2 compared to surgery on tLVAD support (p < 0.001 and p = 0.003, respectively). In our analysis, the transition from tLVAD to dLVAD without further circulatory support did not show a difference in post-operative long-term survival, but a better 30-day survival was reported. The implantation by using only tLVAD showed a reduction in post-operative transfusion rates, right heart failure and the re-thoracotomy rate without increasing the risk of postoperative stroke or pump thrombosis. In this small cohort study, our data supports the hypothesis that we could demonstrate dLVAD implantation on tLVAD is a safe and feasible technique in selected patients.

Comparing methods for estimating causal treatment effects of administrative health data: A plasmode simulation study.

Estimating the causal effects of health policy interventions is crucial for policymaking but is challenging when using real-world administrative health care data due to a lack of methodological guidance. To help fill this gap, we conducted a plasmode simulation using such data from a recent policy initiative launched in a deprived urban area in Germany. Our aim was to evaluate and compare the following methods for estimating causal effects: propensity score matching, inverse probability of treatment weighting, and entropy balancing, all combined with difference-in-differences analysis, augmented inverse probability weighting, and targeted maximum likelihood estimation. Additionally, we estimated nuisance parameters using regression models and an ensemble learner called superlearner. We focused on treatment effects related to the number of physician visits, total health care cost, and hospitalization. While each approach has its strengths and weaknesses, our results demonstrate that the superlearner generally worked well for handling nuisance terms in large covariate sets when combined with doubly robust estimation methods to estimate the causal contrast of interest. In contrast, regression-based nuisance parameter estimation worked best in small covariate sets when combined with singly robust methods.

Policy-driven multidisciplinary primary care after stroke or Transient Ischaemic Attack (TIA) improves survival – an observational target trial evaluation involving linked registry data

ObjectiveTo determine the effectiveness of government policies supporting coordinated multidisciplinary primary care (MDC) in improving long-term survival following stroke or Transient Ischaemic Attack (TIA). ApproachWe used the target trial framework for observational data to assess the average population effect of primary care MDC policies. The cohort comprised patients from the Australian Stroke Clinical Registry (January 2012-June 2015) linked with (i) Australian Medicare claims to define exposures (MDC claims in the 6-18 months post-stroke); (ii) hospital, pharmaceutical and aged care datasets for additional covariates; (iii) National Death Registry for survival outcomes (19-30 months post-stroke). Level of impairment was classified by latent class analysis using EQ-5D-3L questionnaire data obtained 90-180 days post-stroke. Multilevel survival analysis with inverse probability treatment weights was applied. ResultsAmong 7,255 people with stroke (42% female, median age 71 years, 24% TIA, level of impairment: 39% minimal, 32% moderate, 29% severe), 29% had a Medicare claim for MDC (23% minimal, 31% moderate, 39% severe). Mortality was reduced in those receiving a claim (vs non-receipt) in the minimal (adjusted Hazard Ratio (aHR): 0.50, 95%CI:0.27, 0.91) and severe (aHR: 0.65, 95%CI:0.46, 0.91) impairment groups, but not the moderate impairment group (aHR: 1.31, 95%CI:0.86, 1.99). Group differences in allied health services claimed during MDC were observed: secondary prevention (14% minimal vs 10% severe impairment), rehabilitation (21% minimal vs 25% severe impairment). ImplicationsDrawing causal inferences from linked observational data demonstrated the population effectiveness of primary care MDC policies, in improving survival following stroke/TIA, with variation by impairment class.