Category: Statistics

Zhonghua Yan Ke Za Zhi. 2021 May 11;57(5):353-357. doi: 10.3760/cma.j.cn112142-20200427-00288.

ABSTRACT

Objective: To investigate the characteristics and associated factors of early refractive parameters in premature infants. Methods: Case-control study. Premature infants who underwent the first fundus screening in the ophthalmic clinic of Xiamen children’s Hospital from May 2018 to February 2019 were collected. The screening time was 4 to 6 weeks after birth or corrected gestational age from 31 to 32 weeks. The premature infants who were diagnosed with mild retinopathy of prematurity (ROP) in one eye or both eyes but did not receive any treatment were divided into ROP group and divided into zone Ⅱ subgroup and zone Ⅲ subgroup according to the region of ROP; the premature infants without ROP were divided into non-ROP group. The gestational age, birth weight, spherical equivalent, anterior chamber depth, vitreous depth, axial length, lens thickness and corneal refractive power were recorded and compared. Independent sample t-test, multiple linear regression analysis and Pearson correlation analysis were used. Results: A total of 180 premature infants, 101 males and 79 females, with gestational age of (30.82±3.10) weeks, corrected gestational age of (37.21±1.44) weeks and birth weight of (1 577.85±572.12) g were included in this study. Ninety premature infants were included in the ROP group (162 eyes, of which 85 right eyes were included in the analysis) and 90 in the non-ROP group (90 right eyes). There was no significant difference in the distribution of gestational age, birth weight and corrected gestational age between the ROP group and non-ROP group (all P>0.05), but there was significant difference in the spherical equivalent between the two groups [(1.90±1.39) D vs. (3.04±1.88) D, t=-4.653, P<0.01], and ROP group was relatively smaller. In the ROP group, the anterior chamber depth was (1.82±0.23) mm, the lens thickness was (4.54±0.18) mm, and the corneal refractive power was (43.99±0.99) D. In the non-ROP group, the anterior chamber depth was (1.91±0.94) mm, the lens thickness was (4.23±0.50) mm, and the corneal refractive power was (43.72±0.92) D. The difference between the two groups was statistically significant (all P<0.01). In ROP group, the anterior chamber depth was shallower, the lens was thicker, and the corneal refractive power was higher. In ROP group, the corneal refractive power of 48 right eyes in zone Ⅱ subgroup and 37 right eyes in Zone Ⅲ subgroup were (43.92±0.78) D and (43.39±1.05) D respectively, and the spherical equivalent were (2.08±0.95) D and (2.52±1.12) D respectively. The corneal refractive power of zone Ⅱ subgroup was higher and the spherical equivalent was smaller, and the differences were statistically significant (all P<0.05). Multiple regression analysis showed that birth weight, gestational age and corneal refractive power were the influencing factors of spherical equivalent (P<0.01). The results of Pearson correlation analysis showed that the gestational age (r=0.182), birth weight (r=0.223) and corneal refractive power (r=-0.125) of premature infants were closely related to the spherical equivalent (all P<0.05). Conclusions: In premature infants, the larger spherical equivalent is related to greater gestational age and heavier birth weight. The refractive parameters of mild ROP are characterized by shallow anterior chamber, thick lens, high corneal refractive power and small spherical equivalent. The spherical equivalent is closely related to the development of ROP. (Chin J Ophthalmol, 2021, 57: 353-357).

PMID:33915638 | DOI:10.3760/cma.j.cn112142-20200427-00288

Clin Chem Lab Med. 2021 Feb 3;59(6):1115-1125. doi: 10.1515/cclm-2020-0820. Print 2021 May 26.

ABSTRACT

OBJECTIVES: The relationship between high-sensitive cardiac troponin T concentration (hs-cTnT) and renal markers levels is known. However, the extent to which their variations are associated remains to be explored. Objective: model the relationship between relative changes in hs-cTnT (Δhs-cTnT) and variations in creatinine (Δcre) or estimated glomerular filtration rate (ΔeGFR), using a quantile generalized additive model (qgam).

METHODS: Concomitant plasma Δhs-cTnT and Δcre from patients aged 18-100 years, selected with a time variation (Δtime) of 3 h-7 days, were collected over a 5.8-year period. Relationships between Δhs-cTnT and covariates Δcre (A) or ΔeGFR (B), including age, Δtime, hour of blood sampling (HSB) and covariates interactions were fitted using qgam.

RESULTS: On the whole (n=106567), Δhs-cTnT was mainly associated with Δcre, in a positive and nonlinear way (-21, -6, +5, +20, +55% for -50, -20, +20, +50, +100%, respectively), but to a lesser extent with age (min -9%, max +2%), Δtime (min -4%, max +8%), and HSB (min -5%, max +7%). Δhs-cTnT was negatively associated with ΔeGFR (+46, +7, -5, -11, -20% for -50, -20, +20, +50, +100%, respectively). Classifying Δhs-cTnT as consistent or not with myocardial injury based on recommendations, an interpretation of Δhs-cTnT adjusted for model A or B led to statistically significant but small diagnostic discrepancies (<2%), as compared to an interpretation based on Δhs-cTnT only.

CONCLUSIONS: From a laboratory and statistical standpoint, considering renal function variations when interpreting relative changes in cardiac troponin T has a minor impact on the diagnosis rate of myocardial injury.

PMID:33915606 | DOI:10.1515/cclm-2020-0820

Asian Spine J. 2021 May 3. doi: 10.31616/asj.2020.0352. Online ahead of print.

ABSTRACT

STUDY DESIGN: Cross-sectional study.

PURPOSE: To examine whether the number of continuous vertebral bone bridges and bone mineral density (BMD) influence the fracture risk in diffuse idiopathic skeletal hyperostosis (DISH) patients.

OVERVIEW OF LITERATURE: Bone bridges connecting through the intervertebral body in DISH create long lever arms that can increase the risk of fractures from minor trauma. DISH patients have a BMD that is higher than or comparable to those of age-matched healthy subjects.

METHODS: We examined the computed tomography scans from the thoracic vertebra to the sacrum used to diagnose DISH in 140 patients (98 men and 42 women; average age, 78.6 years). We compared patients who did (n=52) and did not have (n=88) fractures at the continuous vertebral bodies fused by bone bridges. The relationship between the vertebral fractures and the maximum number of vertebrae that are bony cross-linked with contiguous adjacent vertebrae (max VB) from the thoracic vertebra to the sacrum or from the lumbar vertebra to the sacrum and proximal femur BMD were analyzed using a logistic regression model.

RESULTS: We found that after adjusting for the confounding factors, higher max VB, both from the thoracic vertebrae to the sacrum and the lumbar vertebrae to the sacrum, was associated with a higher risk of vertebral fractures. This difference was statistically significant. The risk was higher when only the lumbar vertebrae to the sacrum was considered (thoracic vertebrae to the sacrum: odds ratio, 1.21; p<0.05; lumbar vertebrae to the sacrum: odds ratio, 2.78; p<0.01). Moreover, low proximal femur BMD in DISH patients raises the fracture risk (odds ratio, 0.47; p<0.01).

CONCLUSIONS: Many continuous vertebral bone bridges, especially those that extend to the lumbar spine and low proximal femur BMD, are risk factors for fracture in DISH patients.

PMID:33915617 | DOI:10.31616/asj.2020.0352

Horm Res Paediatr. 2021 Apr 29:1-8. doi: 10.1159/000516126. Online ahead of print.

ABSTRACT

INTRODUCTION: International Turner syndrome (TS) Clinical Practice Guidelines recommend screening for neurodevelopmental (ND) and mental health (MH) concerns in girls with TS; however, it remains unclear whether this is implemented in current practice. The objective of this mixed methods study was to assess screening practices for ND and MH in girls with TS from the perspective of pediatric endocrinologists.

METHODS: Pediatric Endocrine Society members who provide care for girls with TS were invited to complete an electronic survey on screening practices. Descriptive statistics were used to summarize quantitative results concurrently with thematic analysis of free-text survey responses.

RESULTS: A total of 124 surveys were completed (86% attending pediatric endocrinologists, 81% at academic institutions). Overall, 25% of providers reported their patients with TS received both ND and MH screenings. Only 9 (9%) respondents endorsed screening for ND concerns themselves, while more providers (26%) reported they screen for MH concerns. Multiple barriers to screening for ND and MH concerns within the clinical setting were endorsed. Nearly all providers (>93%) reported they would consider using a short, validated screening tool for ND and MH concerns if such tools were available.

DISCUSSION: A minority of pediatric endocrinologists currently perform ND or MH screening for patients with TS, however, many would be interested in implementing a brief screening tool into their clinical practice. Given almost all girls with a TS diagnosis receive care from pediatric endocrinologists at least annually, this may be an effective method to increase the proportion of girls with TS who receive recommended screenings.

PMID:33915553 | DOI:10.1159/000516126

J Knee Surg. 2021 Apr 29. doi: 10.1055/s-0041-1728785. Online ahead of print.

ABSTRACT

Radiographs are widely used to measure distal femoral valgus cut angle (VCA) in total knee arthroplasty (TKA), but its accuracy is controversial. This study used three-dimensional (3D) reconstruction models to verify the accuracy of VCA measurements on radiographs, and explore the correlation of VCA with hip-knee-ankle (HKA) angle and lateral femoral bowing angle (FBA). A total of 444 osteoarthritis knees of 444 patients from August 2016 to June 2018 was included retrospectively. On radiographs, two-dimensional VCA (VCA-2D) was measured between the femoral mechanical axis and the distal femoral anatomical axis, and HKA was measured between the femoral mechanical axis and the tibial mechanical axis. On the coronal projection of computed tomography 3D models, the anatomical landmarks used for VCA-3D measurements were the same as those on the radiographs, FBA was measured between the proximal and distal femoral anatomical axis. The distributions of VCA-2D and VCA-3D were evaluated by means and variances. The correlation between HKA and VCA and between FBA and VCA was explored. There was a statistical difference between VCA-2D and VCA-3D (p < 0.001), but the deviation was very small (0.15 ± 0.69 degrees), 83.3% of the deviations were less than 1 degree. VCA would increase both in 2D and 3D with increasing of FBA and HKA varus. There was no statistically significant difference between VCA-2D and VCA-3D in patients with moderate varus knees (0-8 degrees of varus) and mild bowing femurs (FBA <5 degrees). Overall, the deviation caused by using radiography to measure VCA was negligible. VCA measurements using radiographs were accurate in patients with moderate varus knees and mildly bowed femurs. This study reflects level of evidence III.

PMID:33915574 | DOI:10.1055/s-0041-1728785

Stat Med. 2021 Apr 29. doi: 10.1002/sim.9010. Online ahead of print.

ABSTRACT

We study the assessment of the accuracy of heterogeneous treatment effect (HTE) estimation, where the HTE is not directly observable so standard computation of prediction errors is not applicable. To tackle the difficulty, we propose an assessment approach by constructing pseudo-observations of the HTE based on matching. Our contributions are three-fold: first, we introduce a novel matching distance derived from proximity scores in random forests; second, we formulate the matching problem as an average minimum-cost flow problem and provide an efficient algorithm; third, we propose a match-then-split principle for the assessment with cross-validation. We demonstrate the efficacy of the assessment approach using simulations and a real dataset.

PMID:33915600 | DOI:10.1002/sim.9010

Obes Facts. 2021 Apr 29:1-14. doi: 10.1159/000515663. Online ahead of print.

ABSTRACT

BACKGROUND: Effective interventions and commercial programmes for weight loss (WL) are widely available, but most people regain weight. Few effective WL maintenance (WLM) solutions exist. The most promising evidence-based behaviour change techniques for WLM are self-monitoring, goal setting, action planning and control, building self-efficacy, and techniques that promote autonomous motivation (e.g., provide choice). Stress management and emotion regulation techniques show potential for prevention of relapse and weight regain. Digital technologies (including networked-wireless tracking technologies, online tools and smartphone apps, multimedia resources, and internet-based support) offer attractive tools for teaching and supporting long-term behaviour change techniques. However, many digital offerings for weight management tend not to include evidence-based content and the evidence base is still limited. The Project: First, the project examined why, when, and how many European citizens make WL and WLM attempts and how successful they are. Second, the project employed the most up-to-date behavioural science research to develop a digital toolkit for WLM based on 2 key conditions, i.e., self-management (self-regulation and motivation) of behaviour and self-management of emotional responses for WLM. Then, the NoHoW trial tested the efficacy of this digital toolkit in adults who achieved clinically significant (≥5%) WL in the previous 12 months (initial BMI ≥25). The primary outcome was change in weight (kg) at 12 months from baseline. Secondary outcomes included biological, psychological, and behavioural moderators and mediators of long-term energy balance (EB) behaviours, and user experience, acceptability, and cost-effectiveness.

IMPACT: The project will directly feed results from studies on European consumer behaviour, design and evaluation of digital toolkits self-management of EB behaviours into development of new products and services for WLM and digital health. The project has developed a framework and digital architecture for interventions in the context of EB tracking and will generate results that will help inform the next generation of personalised interventions for effective self-management of weight and health.

PMID:33915534 | DOI:10.1159/000515663

Urol Int. 2021 Apr 29:1-5. doi: 10.1159/000515646. Online ahead of print.

ABSTRACT

PURPOSE: Low-dose computer tomography (NCCT) is the standard imaging modality for patients with acute flank pain with a suspicion of urolithiasis. The stone size is usually measured 2D by a radiologist. We compared 3D stone measurement using different windows to the 2D measurement and evaluated the clinical impact on ureterorenoscopic stone removal (URS).

METHODS: One hundred sixty-four patients (201 stones) with a preoperative NCCT, following a URS within 4 weeks, were included in this study. Stone location, number and size of stones, operating time, and laser lithotripsy were documented. Stones were measured in 3D using bone and soft tissue window. The maximum diameter was compared to the radiological report. The U test, Kruskal-Wallis, and regression were used for statistical analyses.

RESULTS: Almost two-thirds (64.68%; 130 stones) of stone measurements in 3D with the bone window were lower than the radiologist reports in 2D. One-third (34.83%; 70 stones) of stone measurements were higher and 0.5% (1 stone) reported the same size. Using the 3D soft tissue window, 81.09% (163 stones), 17.91% (37 stones), and 1% (2 stones) of stones were measured bigger, smaller, or had the same measurement results, respectively. In the clinical setting, we could calculate a cutoff for laser lithotripsy at a maximum stone diameter of 5.70 mm (p < 0.01) with the 3D and 6.01 mm with the 2D measurements, respectively, and found a significant correlation between maximum stone diameter and operating time (p < 0.01) and number of stones and operating time (p < 0.01 with and p = 0.02 without laser).

CONCLUSION: 3D stone measurement with bone window seems to be more accurate than 2D measurement, but 2D is sufficient for planning stone treatment.

PMID:33915535 | DOI:10.1159/000515646

Gerontology. 2021 Apr 29:1-9. doi: 10.1159/000514948. Online ahead of print.

ABSTRACT

INTRODUCTION: Frailty has gained increasing attention as it is by far the most prevalent geriatric condition amongst older patients which heavily impacts chronic health status. However, the relationship between frailty and adverse health outcomes in China is far from clear. This study explored the relation between frailty and a panel of adverse health outcomes.

METHODS: We performed a multicentre cohort study of older inpatients at 6 large hospitals in China, with two-stage cluster sampling, from October 2018 to April 2019. Frailty was measured according to the FRAIL scale and categorized into robust, pre-frail, and frail. A multivariable logistic regression model and multilevel multivariable negative binomial regression model were used to analyse the relationship between frailty and adverse outcomes. Outcomes were length of hospitalization, as well as falls, readmission, and mortality at 30 and 90 days after enrolment. All regression models were adjusted for age, sex, BMI, surgery, and hospital ward.

RESULTS: We included 9,996 inpatients (median age 72 years and 57.8% male). The overall mortality at 30 and 90 days was 1.23 and 1.88%, respectively. At 30 days, frailty was an independent predictor of falls (odds ratio [OR] 3.19; 95% CI 1.59-6.38), readmission (OR 1.45; 95% CI 1.25-1.67), and mortality (OR 3.54; 95% confidence interval [CI] 2.10-5.96), adjusted for age, sex, BMI, surgery, and hospital ward clustering effect. At 90 days, frailty had a strong predictive effect on falls (OR 2.10; 95% CI 1.09-4.01), readmission (OR 1.38; 95% CI 1.21-1.57), and mortality (OR 6.50; 95% CI 4.00-7.97), adjusted for age, sex, BMI, surgery, and hospital ward clustering effect. There seemed to be a dose-response association between frailty categories and fall or mortality, except for readmission.

CONCLUSIONS: Frailty is closely related to falls, readmission, and mortality at 30 or 90 days. Early identification and intervention for frailty amongst older inpatients should be conducted to prevent adverse outcomes.

PMID:33915544 | DOI:10.1159/000514948

Transl Oncol. 2021 Apr 26;14(7):101080. doi: 10.1016/j.tranon.2021.101080. Online ahead of print.

ABSTRACT

BACKGROUND: Previous studies have shown the prognostic value of delta like canonical Notch ligand 3 (DLL3) in patients with different types of tumors, but the role and predictive value of DLL3 in invasive breast cancer (IBC) have not been reported. In this study, we explored the prognostic ability and potential ways of DLL3 in IBC patients.

METHODS: We retrospectively enrolled 130 IBC patients from a single institution from 2004 to 2019 for bioinformatics and statistical analysis. The Cancer Genome Atlas breast invasive carcinoma (TCGA-BRCA) cohort was used for verification.

RESULTS: High expression of DLL3 was associated with overall survival (OS) in IBC patients (P = 0.023). Multivariate analysis further showed that DLL3 expression was an independent prognostic factor (hazard ratio [HR]: 1.08; 95% confidence interval [CI]: 1.01-1.15; P = 0.017). Time-dependent receiver operating characteristic (ROC) with the area under the curve (0.786) demonstrated that DLL3 expression can predict the survival outcome of IBC patients. Furthermore, the expression of DLL3 was related to a variety of tumor infiltrating immune cells (TIICs), particularly T cells regulatory (Tregs). Gene set enrichment analysis (GSEA) and immunohistochemistry (IHC) results indicated that DLL3 was closely related to p53 signaling pathway.

CONCLUSIONS: High expression of DLL3 was associated with poor prognosis and immune cell infiltration in IBC patients. Moreover, P53 signaling pathway may be the key pathway.

PMID:33915517 | DOI:10.1016/j.tranon.2021.101080