Tag: statistics

Acta Biomed. 2022 Mar 14;93(1):e2022032. doi: 10.23750/abm.v93i1.11989.

ABSTRACT

BACKGROUND: The aim of this study is to establish the value of PETCO2 in COVID-19 patients intubated in emergency department, and its effects on mortality. Objectives: Between May 15, 2020 and January 15, 2021, The patients aged ≥18 years and diagnosed COVID-19, scheduled for urgent intubation in the emergency department were included.

METHOD: Single-center, prospective and observational study. Age, gender, vital signs, laboratory findings are recorded. Immediately after intubation as measured by the capnography, the initial PETCO2_1 and at post-ventilation 15 min, PETCO2_2 and first, second arterial blood gas analysis are recorded.

RESULTS: The mean age of the 48 patients was 74 years. The PETCO2_1 and PETCO2_2 measurements were statistically significantly different between the patients who survived and those who died (p=0.014, p=0.015). The patients with a high first PETCO2_1 value and a decrease to the normal level survived, but those with a low PETCO2_1 value that could not increase to a normal value died (p=0.038, p=0.031). Increased levels of SpO2, PETCO2_1, PETCO2_2 and PaCO2_2 decreased the risk of mortality, while an increased level of PaO2_2 increased the risk of mortality.

CONCLUSION: Capnography is non-invasive and provides continuous measurement. Assessment of changes in PETCO2 value would contribute to patient survival.

PMID:35315404 | DOI:10.23750/abm.v93i1.11989

Med Care. 2022 Mar 22. doi: 10.1097/MLR.0000000000001707. Online ahead of print.

ABSTRACT

BACKGROUND: The Centers for Medicare and Medicaid Services (CMS) implemented the Medicare durable medical equipment (DME) Competitive Bidding Program (CBP) in 2011. Since then, concerns have been raised regarding access to equipment and adverse health outcomes.

OBJECTIVES: The aim was to evaluate whether the CBP was associated with changes in spending, utilization, and adverse health events (emergency department visits, hospitalizations, and falls).

RESEARCH DESIGN: A comparative interrupted time series over 8 years was used to compare Round1 and Round2 bidding to nonbidding areas. Medicare fee for services claims were aggregated at the quarterly Metropolitan Statistical Area (MSA) level from 2009 to 2016.

RESULTS: For the 3 evaluated DME (continuous positive airway pressure machines, oxygen supplies, and walkers), we found that implementation of the Medicare CBP was associated with reductions in per capita spending without changes in DME utilization or adverse health outcomes in CBP areas compared with nonbidding areas. For example, the slope change in the proportion of oxygen supplies purchasers in Round1 areas after implementation of Round1 was similar to the slope change in nonbidding areas (-0.0002; 95% CI: -0.0004, 0.0001; P=0.189). The difference in slope changes of emergency department visits and hospitalization in Round1 areas for oxygen supplies were (-0.0004; 95% CI: -0.0016, 0.0008; P=0.514) and (0.0002; 95% CI: -0.0010, 0.0014; P=0.757), respectively. Findings in Round2 areas after implementation of Round2 were similar to findings in Round1 areas.

CONCLUSIONS: The Medicare DME CBP lowered Medicare expenditures while not reducing beneficiary access or increasing adverse outcomes.

PMID:35315377 | DOI:10.1097/MLR.0000000000001707

Med Care. 2022 Mar 22. doi: 10.1097/MLR.0000000000001711. Online ahead of print.

ABSTRACT

BACKGROUND: Access to health care continues to be a challenge, especially in remote areas. Since 2013, 70 rural hospitals have closed in the United States further exacerbating barriers to health care access in rural areas.

OBJECTIVE: The objective of this study is to identify the impact of rural hospital closures on total medical spending and utilization among the commercially insured rural population.

RESEARCH DESIGN: We use a pre-post study design with a comparison group. Individual-level Texas commercial claims data in 2014-2019 were linked to the Centers for Medicare & Medicaid Services (CMS) Provider of Services Current Files, Area Health Resource File, and Census American Community Survey. We performed an event study to test for pre-trends.

SUBJECTS: Analysis sample included commercially insured individuals 19-64 years of age residing in Texas.

MEASURES: Total medical spending and counts of health care encounters.

RESULTS: Individuals residing in rural Texas areas affected by a hospital closure experienced decreases in outpatient and emergency department (ED) utilization and no statistically significant changes in total medical spending relative to the unaffected individuals. Outpatient and ED utilization decreased by 0.133 (<0.1) and 0.015 (7<0.05) visits, respectively. Heterogeneity analysis showed that individuals residing in urban Texas experienced increases in total medical spending by $12.2 per month (<0.01) as well as individual spending subcategories.

CONCLUSIONS: Rural hospital closures led to significant decreases in outpatient and ED utilization while having no effect on health care spending. Close attention must be paid to rural hospital closures to ensure equitable health care access, especially for underserved populations.

PMID:35315376 | DOI:10.1097/MLR.0000000000001711

J Pharmacol Toxicol Methods. 2022 Mar 18:107168. doi: 10.1016/j.vascn.2022.107168. Online ahead of print.

ABSTRACT

INTRODUCTION: Porcine animal models are used in biomedical research due to anatomical and physiological similarities with human patients. The study aimed to validate telemetric systemic blood pressure (BP) and heart rate (HR) monitoring in Göttingen Minipigs, and in addition to study the effects of three different anaesthesia protocols on telemetric BP and HR measurements.

METHODS: Eight female Göttingen Minipigs had telemetry transmitters implanted in the right carotid artery. Over ten weeks, systemic 24-h BP and HR monitoring were repeated four times, each ending with an angiotensin II stimulation test. In addition, systemic BP and HR evaluated by telemetry, intra-arterial catheter (IAC) and oscillometric tail-cuff were compared before and after the 10-weeks period. Furthermore, changes in telemetric systemic BP and HR were monitored during anaesthesia in a cross-over design using three different protocols of general anaesthesia: Midazolam/ketamine (MK), propofol, and a combination of tiletamine, zolazepam, xylazine, ketamine and butorphanol (Zoletil-mix).

RESULTS: One minipig was excluded and some data were missing due to central-venous catheter issues. The coefficient of variation was below 10% for the 24-h BP and HR measurements, but higher during angiotensin II stimulation. There was a disagreement between the tail-cuff measurement and telemetry/IAC, however the differences were independent of the BP and HR level. All anaesthesia protocols numerically influenced BP and HR, but only propofol statistically significantly decreased the BP.

CONCLUSION: The study showed acceptable reproducibility of telemetric measurement of BP and HR over ten weeks in freely moving Göttingen Minipigs. There was a disagreement between direct and indirect BP measurement, and BP and HR were influenced by all anaesthesia protocols.

PMID:35315338 | DOI:10.1016/j.vascn.2022.107168

Am J Dermatopathol. 2022 Mar 22. doi: 10.1097/DAD.0000000000002185. Online ahead of print.

ABSTRACT

Juvenile xanthogranuloma is a group C and L non-Langerhans cell histiocytosis, and its cell of origin is still debatable. The expression of CD11c, a more recently described macrophage marker, and CD4 have not been studied comprehensively. This study aimed to expand immunophenotypic profile and hence our understanding of the origin of these lesions. The surgical pathology archive was searched for the cases with the pathologic diagnosis of “xanthogranuloma” from 1995 to 2019. Immunohistochemical (IHC) stains were performed for factor XIIIa, CD11c, and CD4. Morphologically, each lesion was classified into early classic, classic, or transitional subtypes. Seventy-seven cases were included with the median age of 7.8 years (male:female 1.3:1). Uniform positivity was noticed for CD4 (n = 77), CD68 (n = 37), CD163 (n = 5), and vimentin (n = 4) stains. Other stains included CD11c 75/77 (97.4%), factor XIIIa 71/76 (93.4%), S-100 protein 4/23 (17.4%), and CD1a 0/18 (0%). Despite insignificant association between morphologic subtype and main studied IHC stains, factor XIIIa reactivity was highest in transitional lesions and CD11c showed higher reactivity in early classic lesions. CD11c and CD4 are sensitive markers and showed promising results in the diagnosis of juvenile xanthogranuloma compared with factor XIIIa. Despite different reactivity of factor XIIIa and CD11c in various morphologic subtypes, such association was statistically insignificant.

PMID:35315372 | DOI:10.1097/DAD.0000000000002185

Clin Exp Hypertens. 2022 Mar 22:1-6. doi: 10.1080/10641963.2022.2055765. Online ahead of print.

ABSTRACT

OBJECTIVE: To investigate the effects of sacubitril/valsartan (S/V) on cardiopulmonary function and blood pressure response to exercise during hospitalization in patients with acute myocardial infarction (AMI) based on the cardiopulmonary exercise test (CPET).

METHODS: A total of 265 AMI patients were treated with either perindopril or S/V within 24 hours of admission. CPET was completed for all patients before discharge. There were 182 cases in the perindopril group and 83 cases in the S/V group.

RESULTS: The proportion of exercise oscillatory ventilation (EOV) was higher in the S/V group than in the perindopril group (10.8% vs 1.6%, X²= 11.148, P = .001). The resting heart rate (HR), resting diastolic blood pressure (DBP), and warm-up DBP were lower in the S/V group than in the perindopril group (P < .05). The resting systolic blood pressure (SBP) was 9.0 mmHg lower (115.7 ± 17.5 vs 106.7 ± 15.0, P < .001), the SBP during warm-up was 9.5 mmHg lower (124.8 ± 23.7 vs 115.3 ± 22.5,P = .002), the SBP at the anaerobic threshold (AT) was 10.5 mmHg lower (135.3 ± 24.8 vs 127.1 ± 25.1,P = .021),the SBP at max watts was 11.5 mmHg lower (148.9 ± 26.4 vs 137.4 ± 26.4,P = .001), and the SBP during one-minute recovery was 12.3 mmHg lower (146.5 ± 27.1 vs 134.2 ± 24.4, P = .001)in the S/V group than in the perindopril group. The S/V group had a higher oxygen ventilation equivalent and carbon dioxide ventilation equivalent (VE/VCO₂) at AT and a lower oxygen uptake-work rate relationship during max watts (P < .05). The differences in the oxygen pulse, stroke volume, peak oxygen uptake (VO_{2 peak}), and VE/VCO₂ slope were not statistically significant between the two groups.

CONCLUSION: Treatment with S/V was able to reduce the exercise blood pressure in patients with AMI during hospitalization, but did not significantly improve the VO_{2 peak}, VE/VCO₂ slope, or exercise tolerance.

PMID:35315303 | DOI:10.1080/10641963.2022.2055765

Swiss Med Wkly. 2022 Mar 18;152:w30137. doi: 10.4414/smw.2022.w30137. eCollection 2022 Mar 14.

ABSTRACT

AIMS OF THE STUDY: Clinical teaching is essential in preparing trainees for independent practice. To improve teaching quality, clinical teachers should be provided with meaningful and reliable feedback from trainees (bottom-up feedback) based on up-to-date educational concepts. For this purpose, we designed a web-based instrument, “Swiss System for Evaluation of Teaching Qualities” (SwissSETQ), building on a well-established tool (SETQsmart) and expanding it with current graduate medical education concepts. This study aimed to validate the new instrument in the field of anaesthesiology training.

METHODS: Based on SETQsmart, we developed an online instrument (primarily including 34 items) with generic items to be used in all clinical disciplines. We integrated the recent educational frameworks of CanMEDS 2015 (Canadian Medical Educational Directives for Specialists), and of entrustable professional activities (EPAs). Newly included themes were “Interprofessionalism”, “Patient centredness”, “Patient safety”, “Continuous professional development’, and “Entrustment decisions”. We ensured content validity by iterative discussion rounds between medical education specialists and clinical supervisors. Two think-aloud rounds with residents investigated the response process. Subsequently, the instrument was pilot-tested in the anaesthesia departments of four major teaching hospitals in Switzerland, involving 220 trainees and 120 faculty. We assessed the instrument’s internal structure (to determine the factorial composition) using exploratory factor analysis, internal statistical consistency (by Cronbach’s alpha as an estimate of reliability, regarding alpha >0.7 as acceptable, >0.8 as good, >0.9 as excellent), and inter-rater reliability (using generalisability theory in order to assess the minimum number of ratings necessary for a valid feedback to one single supervisor).

RESULTS: Based on 185 complete ratings for 101 faculty, exploratory factor analysis revealed four factors explaining 72.3% of the variance (individual instruction 33.8%, evaluation of trainee performance 20.9%, teaching professionalism 12.8%; entrustment decisions 4.7%). Cronbach’s alpha for the total score was 0.964. After factor analysis, we removed one item to arrive at 33 items for the final instrument. Generalisability studies yielded a minimum of five to six individual ratings to provide reliable feedback to one supervisor.

DISCUSSION: The SwissSETQ possesses high content validity and an “excellent” internal structure for integrating up-to-date graduate medical education concepts. Thereby, the tool allows reliable bottom-up feedback by trainees to support clinical teachers in improving their teaching. Transfer to disciplines other than anaesthesiology needs to be further explored.

PMID:35315268 | DOI:10.4414/smw.2022.w30137

Am J Sports Med. 2022 Mar 22:3635465221083693. doi: 10.1177/03635465221083693. Online ahead of print.

ABSTRACT

BACKGROUND: Cartilage defects result in joint inflammation. The presence of proinflammatory factors has been described to negatively affect cartilage formation.

PURPOSE: To evaluate the effect and timing of administration of triamcinolone acetonide (TAA), an anti-inflammatory drug, on cartilage repair using a mouse model.

STUDY DESIGN: Controlled laboratory study.

METHODS: A full-thickness cartilage defect was created in the trochlear groove of 10-week-old male DBA/1 mice (N = 80). Mice received an intra-articular injection of TAA or saline on day 1 or 7 after induction of the defect. Mice were euthanized on days 10 and 28 for histological evaluation of cartilage defect repair, synovial inflammation, and synovial membrane thickness.

RESULTS: Mice injected with TAA had significantly less synovial inflammation at day 10 than saline-injected mice independent of the time of administration. At day 28, the levels of synovitis dropped toward healthy levels; nevertheless, the synovial membrane was thinner in TAA- than in saline-injected mice, reaching statistical significance in animals injected on day 1 (70.1 ± 31.9 µm vs 111.9 ± 30.9 µm, respectively; P = .01) but not in animals injected on day 7 (68.2 ± 21.86 µm vs 90.2 ± 21.29 µm, respectively; P = .26). A thinner synovial membrane was moderately associated with less filling of the defect after 10 and 28 days (r = 0.42, P = .02; r = 0.47, P = .01, respectively). Whereas 10 days after surgery there was no difference in the area of the defect filled and the cell density in the defect area between saline- and TAA-injected knees, filling of the defect at day 28 was lower in TAA- than in saline-injected knees for both injection time points (day 1 injection, P = .04; day 7 injection, P = .01). Moreover, there was less collagen type 2 staining in the filled defect area in TAA- than in saline-injected knees after 28 days, reaching statistical significance in day 1-injected knees (2.6% vs 18.5%, respectively; P = .01) but not in day 7-injected knees (7.4% vs 15.8%, respectively; P = .27).

CONCLUSION: Intra-articular injection of TAA reduced synovial inflammation but negatively affected cartilage repair. This implies that inhibition of inflammation may inhibit cartilage repair or that TAA has a direct negative effect on cartilage formation.

CLINICAL RELEVANCE: Our findings show that TAA can inhibit cartilage defect repair. Therefore, we suggest not using TAA to reduce inflammation in a cartilage repair setting.

PMID:35315287 | DOI:10.1177/03635465221083693

J Public Health Res. 2022 Mar 22;11(2). doi: 10.4081/jphr.2022.2782.

ABSTRACT

BACKGROUND: Our aim is to evaluate the possible persistence of lung parenchyma alterations, in patients who have recovered from Covid-19.

DESIGN AND METHODS: We enrolled a cohort of 115 patients affected by Covid-19, who performed a chest CT scan in the Emergency Department and a chest CT 18 months after hospital discharge. We performed a comparison between chest CT scan 18 months after discharge and spirometric data of patients enrolled. We obtained quantitative scores related to well-aerated parenchyma, interstitial lung disease and parenchymal consolidation. A radiologist recorded the characteristics indicated by the Fleischner Society and “fibrotic like” changes, expressed through a CT severity score ranging from 0 (no involvement) to 25 (maximum involvement).

RESULTS: 115 patients (78 men, 37 women; mean age 60.15 years old ±12.52). On quantitative analysis, after 18 months, the volume of normal ventilated parenchyma was significantly increased (16.34 points on average ±14.54, p<0.0001). Ground-glass opacities and consolidation values tend to decrease (-9.80 and -6.67 points, p<0.0001). On semiquantitative analysis, pneumonia extension, reactive lymph nodes and crazy paving reached statistical significance (p<0.0001). The severity score decreased by 2.77 points on average (SD 4.96; p<0.0001). There were not statistically significant changes on “fibrotic-like” changes correlated with level of treatment and there was not a statistically significant correlation between CT lung score and spirometric results obtained 18 months after discharge.

CONCLUSIONS: Patients recovered from Covid-19 seem to have an improvement of ventilated parenchyma and “fibrotic-like” alterations. The level of treatment does not appear to influence fibrotic changes.

PMID:35315262 | DOI:10.4081/jphr.2022.2782

Biol Rev Camb Philos Soc. 2022 Mar 21. doi: 10.1111/brv.12851. Online ahead of print.

ABSTRACT

Subterranean ecosystems are among the most widespread environments on Earth, yet we still have poor knowledge of their biodiversity. To raise awareness of subterranean ecosystems, the essential services they provide, and their unique conservation challenges, 2021 and 2022 were designated International Years of Caves and Karst. As these ecosystems have traditionally been overlooked in global conservation agendas and multilateral agreements, a quantitative assessment of solution-based approaches to safeguard subterranean biota and associated habitats is timely. This assessment allows researchers and practitioners to understand the progress made and research needs in subterranean ecology and management. We conducted a systematic review of peer-reviewed and grey literature focused on subterranean ecosystems globally (terrestrial, freshwater, and saltwater systems), to quantify the available evidence-base for the effectiveness of conservation interventions. We selected 708 publications from the years 1964 to 2021 that discussed, recommended, or implemented 1,954 conservation interventions in subterranean ecosystems. We noted a steep increase in the number of studies from the 2000s while, surprisingly, the proportion of studies quantifying the impact of conservation interventions has steadily and significantly decreased in recent years. The effectiveness of 31% of conservation interventions has been tested statistically. We further highlight that 64% of the reported research occurred in the Palearctic and Nearctic biogeographic regions. Assessments of the effectiveness of conservation interventions were heavily biased towards indirect measures (monitoring and risk assessment), a limited sample of organisms (mostly arthropods and bats), and more accessible systems (terrestrial caves). Our results indicate that most conservation science in the field of subterranean biology does not apply a rigorous quantitative approach, resulting in sparse evidence for the effectiveness of interventions. This raises the important question of how to make conservation efforts more feasible to implement, cost-effective, and long-lasting. Although there is no single remedy, we propose a suite of potential solutions to focus our efforts better towards increasing statistical testing and stress the importance of standardising study reporting to facilitate meta-analytical exercises. We also provide a database summarising the available literature, which will help to build quantitative knowledge about interventions likely to yield the greatest impacts depending upon the subterranean species and habitats of interest. We view this as a starting point to shift away from the widespread tendency of recommending conservation interventions based on anecdotal and expert-based information rather than scientific evidence, without quantitatively testing their effectiveness.

PMID:35315207 | DOI:10.1111/brv.12851