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Nevin Manimala Statistics

Blood pressure control with phenylephrine or dobutamine: a randomized controlled trial comparing effects on cerebral and paravertebral tissue oxygen saturation measured with near-infrared spectroscopy

J Clin Monit Comput. 2023 May 17. doi: 10.1007/s10877-023-01023-3. Online ahead of print.

ABSTRACT

Preserving haemodynamics is expected to positively affect tissue oxygen saturation. We hypothesized that maintaining mean arterial blood pressure (MAP) (using phenylephrine (PE) or dobutamine (Dobu)) would equally affect regional cerebral and paravertebral tissue saturation (rScO2 and rSpvO2, respectively). Thirty-four patients were randomly assigned to receive either PE or Dobu, in order to keep MAP within 20% of the preoperative value. Their effect on haemodynamics, rScO2 and rSpvO2 at thoracic level T3-T4, T9-T10 and lumbar level L1-L2 was calculated at different doses. Drug-induced haemodynamic effects differed between groups (∆MAP: -2%±21 and – 19%±17, ∆CI: -14.6%±14.6 and 24.1%±49.9, ∆HR: -21%±21 and 0%±16 for PE and Dobu, respectively). Both groups exhibited a significant decrease in rScO2, with a more pronounced decline in the PE group (-14.1%±16.1) compared to the Dobu group (-5.9%±10.6). There were no significant changes at the paravertebral level in either group, but a slight but statistically significant difference was detected between the two groups at T3-T4 and L1-L2. Current guidelines advocate maintaining adequate systemic blood pressures to prevent spinal cord ischaemia in specific procedures. However, it is still unknown which circulatory supportive drug is more beneficial for maintaining spinal cord perfusion. Our data indicates that, when used for maintenance of blood pressure within a 20% range of preoperative values, neither phenylephrine nor dobutamine affect paravertebral tissue saturation.

PMID:37195621 | DOI:10.1007/s10877-023-01023-3

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Assessment of long-term mangrove distribution using optimised machine learning algorithms and landscape pattern analysis

Environ Sci Pollut Res Int. 2023 May 17. doi: 10.1007/s11356-023-27395-2. Online ahead of print.

ABSTRACT

Mangrove ecosystems provide numerous benefits, including carbon storage, coastal protection and food for marine organisms. However, mapping and monitoring of mangrove status in some regions, such as the Red Sea area, has been hindered by a lack of data, accurate and precise maps and technical expertise. In this study, an advanced machine learning algorithm was proposed to produce an accurate and precise high-resolution land use map that includes mangroves in the Al Wajh Bank habitat in northeastern Saudi Arabia. To achieve this, high-resolution multispectral images were generated using an image fusion technique, and machine learning algorithms were applied, including artificial neural networks, random forests and support vector machine algorithms. The performance of the models was evaluated using various matrices, and changes in mangrove distribution and connectivity were assessed using the landscape fragmentation model and Getis-Ord statistics. The research gap that this study aims to address is the lack of accurate and precise mapping and assessment of mangrove status in the Red Sea area, particularly in data-scarce regions. Our study produced high-resolution mobile laser scanning (MLS) imagery of 15-m length for 2014 and 2022, and trained 5, 6 and 9 models for artificial neural networks, support vector machines and random forests (RF) to predict land use and land cover maps using 15-m and 30-m resolution MLS images. The best models were identified using error matrices, and it was found that RF outperformed other models. According to the 15-m resolution map of 2022 and the best models of RF, the mangrove cover in the Al Wajh Bank is 27.6 km2, which increased to 34.99 km2 in the case of the 30-m resolution image of 2022, and was 11.94 km2 in 2014, indicating a doubling of the mangrove area. Landscape structure analysis revealed an increase in small core and hotspot areas, which were converted into medium core and very large hotspot areas in 2014. New mangrove areas were identified in the form of patches, edges, potholes and coldspots. The connectivity model showed an increase in connectivity over time, promoting biodiversity. Our study contributes to the promotion of the protection, conservation and planting of mangroves in the Red Sea area.

PMID:37195618 | DOI:10.1007/s11356-023-27395-2

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The efficacy and safety of sacubitril/valsartan in chronic kidney disease: a systematic review and meta-analysis

Int Urol Nephrol. 2023 May 17. doi: 10.1007/s11255-023-03599-w. Online ahead of print.

ABSTRACT

BACKGROUND: Sacubitril/valsartan, a new pharmacological class of angiotensin receptor neprilysin inhibitor, is beneficial to heart failure through blocking the degradation of natriuretic peptides and inhibiting renin-angiotensin-aldosterone system (RAAS) activation which also relate to the pathophysiologic mechanisms of chronic kidney disease (CKD). However, its effects on CKD remain unclear. To assess the efficacy and safety of sacubitril/valsartan for patients with CKD, we performed this meta-analysis.

METHODS: The Embase, PubMed and the Cochrane Library were searched for randomized controlled trials (RCTs) that compared sacubitril/valsartan with ACEI/ARBs in patients with CKD whose estimated glomerular filtration rate (eGFR) was below 60 mL/min/1.73 m2. We adopted the Cochrane Collaboration tool for assessing the risk of bias. The effect size was estimated using the odds ratio (OR) with 95% confidence interval (CI).

RESULTS: Six trials with a total of 6217 patients with CKD were included. In terms of cardiovascular events, sacubitril/valsartan attenuated the risk of cardiovascular death or heart failure hospitalization (OR: 0.68, 95% CI 0.61-0.76, P < 0.00001, I2 = 43%). With respect to renal function, sacubitril/valsartan prevented the incidence of serum creatinine (Scr) elevation among patients with CKD (OR: 0.79, 95% CI 0.67-0.95, P = 0.01, I2 = 0%). Subgroup analysis about eGFR demonstrated that with long follow-up, sacubitril/valsartan significantly decreased the number of patients with more than 50% reduction in eGFR compared with ACEI/ARBs (OR: 0.52, 95% CI 0.32-0.84, P = 0.008, I2 = 9%). In patients with CKD, the incidence of end-stage renal disease (ESRD) was reduced with sacubitril/valsartan treatment, despite no statistically significant difference between the two groups (OR: 0.59, 95% CI 0.29-1.20, P = 0.14, I2 = 0%). As for the safety, we found that sacubitril/valsartan was associated with the occurrence of hypotension (OR: 1.71, 95% CI 1.15-2.56, P = 0.008, I2 = 51%). However, there was no trend towards increasing the risk of hyperkalemia in patients who received sacubitril/valsartan (OR: 1.09, 95% CI 0.75-1.60, P = 0.64, I2 = 64%).

CONCLUSION: This meta-analysis indicated that sacubitril/valsartan improved renal function and conferred effective cardiovascular benefits in patients with CKD, without serious safety issues being observed. Thus, sacubitril/valsartan may be a promising option for patients with CKD. Certainly, further large-scale randomized controlled trials are needed to confirm these conclusions.

SYSTEMATIC REVIEW REGISTRATION: [ https://inplasy.com/inplasy-2022-4-0045/ ], identifier [INPLASY202240045].

PMID:37195574 | DOI:10.1007/s11255-023-03599-w

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Determination of efficacy of repeated CXL and probable risk factors in patients with progressive keratoconus

Int Ophthalmol. 2023 May 17. doi: 10.1007/s10792-023-02715-0. Online ahead of print.

ABSTRACT

PURPOSE: To evaluate the efficacy of Repeated CXL (Re-CXL) and determine probable risk factors that lead to Re-CXL in patients with progressive keratoconus.

METHOD: In this retrospective study, the medical records of patients who had been re-operated in our center between 2014 to 2020 due to progressive keratoconus were evaluated; seven eyes of seven patients had undergone Re-CXL procedure. Pre- and post-treatment variables were recorded and analyzed using IBM SPSS Statistics software.

RESULTS: The mean interval between the 1st and 2nd CXL was 49.71 months (range 12-72 months). Out of 7 patients for whom Re-CXL was considered necessary, eye rubbing was detected in 6 patients. Six patients were very young with a mean age of 13 years at primary CXL and 16.83 years at Re-CXL. Visual acuity and astigmatism did not change significantly after the Re-CXL procedure (p-values = 0.18, 0.91, respectively). When measurements of these indices prior to Re-CXL and post Re-CXL were compared, K1 (p-value = 0.01), K2 (p-value = 0.01), Kmean (p-value = 0.01), and Kmax (p-value = 0.008) changed significantly. As to pachymetry (p-value = 0.46), it did not change significantly. Kmax value regressed in all eyes after Re-CXL.

CONCLUSION: Re-CXL procedure was effective in halting the progression of disease. As to the risk factors, eye rubbed-related mechanism like eye rubbing and VKC, lower age, and pre-operative Kmax value > 58 D are the risk factors of Re-CXL procedure.

PMID:37195564 | DOI:10.1007/s10792-023-02715-0

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Castellón Field Hospital: comprehensive analysis of its use during the SARS-CoV-2 pandemic.

Rev Esp Salud Publica. 2023 May 17;97:e202305038.

ABSTRACT

OBJECTIVE: Field hospitals, also known as alternative care sites, have been an important healthcare reinforcement during the SARS-CoV-2 pandemic worldwide. In the Valencian Community, three of these hospitals were opened, one for each province. Our study aimed to make a comprehensive analysis of this resource in Castellon.

METHODS: A retrospective observational study was carried out with an analytical and statistical component of 3 aspects: infrastructure, satisfaction and clinical data from COVID-positive hospitalized patients. The sources of information were primary, institutional for the infrastructure and personal for the satisfaction surveys and clinical data.

RESULTS: A set of 6×3 metres polyvalent tents was chosen, which joined formed a single-floor area of about 3.500 m2. Although hospital opened for approximately a year and a half with multiple uses, most in relation to the COVID pandemic (vaccination center, emergency room observation, hospital assistance, warehouse…), reception of positive patients for the virus began during the third wave of the pandemic, remaining active for eleven days. A total of thirty-one patients with a mean age of 56 years were admitted. 41.9% did not have any comorbidity and 54.8% needed treatment with oxygen therapy. Furthermore, the length of stay was three days, finding a significant relationship between this one, the oxygen flow required during admission and the age. Satisfaction was measured by a survey of seventeen questions where an average satisfaction of 8.33/10.

CONCLUSIONS: This is one of the few studies in the literature in which a field hospital is analyzed from such different points of view. After this analysis, it is concluded that it is an extraordinary and temporary resource whose use is useful without reflecting an increase of morbidity/mortality among our patients and with a very favorable subjective assessment.

PMID:37194648

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Single Breath-Hold MR Elastography for Fast Biomechanical Probing of Pancreatic Stiffness

J Magn Reson Imaging. 2023 May 17. doi: 10.1002/jmri.28773. Online ahead of print.

ABSTRACT

BACKGROUND: Pancreatic ductal adenocarcinoma (PDAC) stromal disposition is thought to influence chemotherapy efficacy and increase tissue stiffness, which could be quantified noninvasively via MR elastography (MRE). Current methods cause position-based errors in pancreas location over time, hampering accuracy. It would be beneficial to have a single breath-hold acquisition.

PURPOSE: To develop and test a single breath-hold three-dimensional MRE technique utilizing prospective undersampling and a compressed sensing reconstruction (CS-MRE).

STUDY TYPE: Prospective.

POPULATION: A total of 30 healthy volunteers (HV) (31 ± 9 years; 33% male) and five patients with PDAC (69 ± 5 years; 80% male).

FIELD STRENGTH/SEQUENCE: 3-T, GRE Ristretto MRE.

ASSESSMENT: First, optimization of multi breath-hold MRE was done in 10 HV using four combinations of vibration frequency, number of measured wave-phase offsets, and TE and looking at MRE quality measures in the pancreas head. Second, viscoelastic parameters delineated in the pancreas head or tumor of CS-MRE were compared against (I) 2D and (II) 3D four breath-hold acquisitions in HV (N = 20) and PDAC patients. Intrasession repeatability was assessed for CS-MRE in a subgroup of healthy volunteers (N = 15).

STATISTICAL TESTS: Tests include repeated measures analysis of variance (ANOVA), Bland-Altman analysis, and coefficients of variation (CoVs). A P-value <.05 was considered statistically significant.

RESULTS: Optimization of the four breath-hold acquisitions resulted in 40 Hz vibration frequency, five wave-phases, and echo time (TE) = 6.9 msec as the preferred method (4BH-MRE). CS-MRE quantitative results did not differ from 4BH-MRE. Shear wave speed (SWS) and phase angle differed significantly between HV and PDAC patients using 4BH-MRE or CS-MRE. The limits of agreement for SWS were [-0.09, 0.10] m/second and the within-subject CoV was 4.8% for CS-MRE.

DATA CONCLUSION: CS-MRE might allow a single breath-hold MRE acquisition with comparable SWS and phase angle as 4BH-MRE, and it may still enable to differentiate between HV and PDAC.

LEVEL OF EVIDENCE: 2 Technical Efficacy Stage: 2.

PMID:37194646 | DOI:10.1002/jmri.28773

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Financial Stress, Unemployment, and Suicide – A Meta-Analysis

Crisis. 2023 May 17. doi: 10.1027/0227-5910/a000908. Online ahead of print.

ABSTRACT

Abstract Background: Socioeconomic factors such as financial stress and unemployment are known predictors of suicide. However, no large-scale meta-analyses exist. Aims: Determine the suicide risk following unemployment or financial stress. Method: Literature searched through July 31, 2021. Robust meta-analysis and metaregression of the risk of suicide following financial stress (23 studies) or unemployment (43 studies), from 20 nations. Subgroup meta-analyses by sex, age, year, country, and methodology. Results: The suicide risk following financial stress or unemployment was not significantly elevated among those with diagnosed mental illness. In the general population, we found significantly elevated suicide risks for financial stress (RR: 1.742; 95% CI: 1.339, -2.266) and unemployment (RR: 1.874; CI: 1.501, -2.341). However, neither was significant among studies controlling for physical/mental health (perhaps partially due to lower statistical power). We observed no significant differences by sex, age, or by GDP. We observed a higher suicide risk following unemployment in more recent years. Limitations: Publication bias was evident. We could not examine some individual-level characteristics, most notably the severity/duration of unemployment/financial stress. Heterogeneity was high for some meta-analyses. Studies from non-OECD countries are under-represented. Conclusion: After accounting for physical/mental health, financial stress and unemployment weakly associated with suicide, and the associations may be nonsignificant.

PMID:37194640 | DOI:10.1027/0227-5910/a000908

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A MC-based anthropomorphic test case for commissioning model-based dose calculation in interstitial breast 192-Ir HDR brachytherapy

Med Phys. 2023 May 17. doi: 10.1002/mp.16455. Online ahead of print.

ABSTRACT

PURPOSE: To provide the first clinical test case for commissioning of 192 Ir brachytherapy model-based dose calculation algorithms (MBDCAs) according to the AAPM TG-186 report workflow.

ACQUISITION AND VALIDATION METHODS: A computational patient phantom model was generated from a clinical multi-catheter 192 Ir HDR breast brachytherapy case. Regions of interest (ROIs) were contoured and digitized on the patient CT images and the model was written to a series of DICOM CT images using MATLAB. The model was imported into two commercial treatment planning systems (TPSs) currently incorporating an MBDCA. Identical treatment plans were prepared using a generic 192 Ir HDR source and the TG-43-based algorithm of each TPS. This was followed by dose to medium in medium calculations using the MBDCA option of each TPS. Monte Carlo (MC) simulation was performed in the model using three different codes and information parsed from the treatment plan exported in DICOM radiation therapy (RT) format. Results were found to agree within statistical uncertainty and the dataset with the lowest uncertainty was assigned as the reference MC dose distribution.

DATA FORMAT AND USAGE NOTES: The dataset is available online at http://irochouston.mdanderson.org/rpc/BrachySeeds/BrachySeeds/index.html,https://doi.org/10.52519/00005. Files include the treatment plan for each TPS in DICOM RT format, reference MC dose data in RT Dose format, as well as a guide for database users and all files necessary to repeat the MC simulations.

POTENTIAL APPLICATIONS: The dataset facilitates the commissioning of brachytherapy MBDCAs using TPS embedded tools and establishes a methodology for the development of future clinical test cases. It is also useful to non-MBDCA adopters for intercomparing MBDCAs and exploring their benefits and limitations, as well as to brachytherapy researchers in need of a dosimetric and/or a DICOM RT information parsing benchmark. Limitations include specificity in terms of radionuclide, source model, clinical scenario, and MBDCA version used for its preparation.

PMID:37194638 | DOI:10.1002/mp.16455

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Evaluation of two fully automated ADAMTS13 activity assays in comparison to manual FRET assay

Int J Lab Hematol. 2023 May 17. doi: 10.1111/ijlh.14090. Online ahead of print.

ABSTRACT

INTRODUCTION: The objective of the present study was to evaluate and compare the validity and utility of two fully automated ADAMTS13 (a disintegrin and metalloproteinase with a thrombospondin type 1 motif, member 13) activity assays for clinical diagnostic decision-making and to compare their performance.

METHODS: Two automated ADAMTS13 activity assays (Werfen HemosIL® AcuStar ADAMTS13 Activity, Technoclone Technofluor ADAMTS13 Activity) were compared with a manual FRET assay (BioMedica ACTIFLUOR ADAMTS13 Activity). The following samples were used: 13 acute phase TTP (thrombotic thrombocytopenic purpura) samples from 11 different patients, one sample from a patient with congenital ADAMTS13 deficiency, 16 samples from control patients, three follow-up samples from TTP patients in long-term remission and one sample from a patient with stem cell transplantation related thrombotic microangiopathy (TMA). The WHO 1st International Standard for ADAMTS13 and several dilutions of normal plasma with ADAMTS13-depleted normal plasma were also tested. Statistical analysis included descriptive statistics, sensitivity and specificity, Passing & Bablok regression and Bland-Altman plot.

RESULTS: The quantitative comparison between the HemosIL® (x) and Technofluor (y) methods showed a strong correlation (Pearson r = 0.98, n = 49). When considering an ADAMTS13 activity of <10% as a hallmark for the diagnosis of TTP, two fully automated assays were both able to identify all TTP- and non-TTP-samples correctly, resulting in sensitivities and specificities of 100%.

CONCLUSION: Both fully automated ADAMTS13 activity assays showed a good diagnostic performance and quantitative correlation among themselves, discriminating reliably between TTP- and non-TTP-patients.

PMID:37194625 | DOI:10.1111/ijlh.14090

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TP53 germline pathogenic variant frequency in anaplastic rhabdomyosarcoma: A Children’s Oncology Group report

Pediatr Blood Cancer. 2023 May 17:e30413. doi: 10.1002/pbc.30413. Online ahead of print.

ABSTRACT

Rhabdomyosarcoma (RMS) is a well-described cancer in Li-Fraumeni syndrome, resulting from germline TP53 pathogenic variants (PVs). RMS exhibiting anaplasia (anRMS) are associated with a high rate of germline TP53 PVs. This study provides updated estimates of the prevalence of TP53 germline PVs in RMS (3%) and anRMS (11%) from a large cohort (n = 239) enrolled in five Children’s Oncology Group (COG) clinical trials. Although the prevalence of germline TP53 PVs in patients with anRMS in this series is much lower than previously reported, this prevalence remains elevated. Germline evaluation for TP53 PVs should be strongly considered in patients with anRMS.

PMID:37194615 | DOI:10.1002/pbc.30413