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Nevin Manimala Statistics

Variation of practice in the treatment of pyogenic spondylodiscitis: a European Association of Neurosurgical Societies Spine Section study

J Neurosurg Spine. 2024 May 17:1-10. doi: 10.3171/2024.2.SPINE231202. Online ahead of print.

ABSTRACT

OBJECTIVE: The incidence of spondylodiscitis is rising across Europe, but the ideal treatment approach remains controversial. The choice between conservative and surgical therapies is ambiguous due to a lack of consensus. This European survey aimed to explore prevailing treatment paradigms for primary spondylodiscitis.

METHODS: Spine neurosurgeons were invited through the European Association of Neurosurgical Societies Spine Section’s mailing list to participate in an online survey featuring 7 spondylodiscitis case vignettes. Along with general management queries, specific patient treatment questions were posed. Data analysis was performed using R software (version 4.0.4). The index of qualitative variation (IQV) was calculated to quantify the variability in responses.

RESULTS: A total of 130 responses were collected, comprising 86.9% board-certified neurosurgeons and 13.1% neurosurgeons in training, with an average of 11 years of practice. Most respondents performed 50-100 spine surgeries annually, with 66.7% specializing in spine surgery. An epidural empyema causing pronounced neurological deficits influenced 95.4% toward a surgical intervention, and mild neurological deficits and challenges in pathogen identification prompted 72.3% and 80%, respectively, to consider a surgical approach. Vertebral body destruction and spinal deformity directed 60% and 66.2%, respectively, toward surgery, whereas advanced age and comorbidities had a much smaller impact-5.4% and 9.2%, respectively. Clinical vignettes highlighted a predominant preference for conservative treatment in specific cases, with statistical significance (p < 0.05). The IQV values evaluated for each question ranged from 0.88 to 0.99, indicating low agreement across all questions among respondents. When examining the average IQV by country, intercountry variations in IQV were substantial, as illustrated by the diverse range of overall mean IQV values (0.15-0.85).

CONCLUSIONS: The findings reveal a significant variability in the treatment of spondylodiscitis among European neurosurgeons, with most neurosurgeons opting for conservative treatment. These diverse strategies, both between and within countries, highlight an imperative for evidence-backed guidelines and consensus statements for this grave condition.

PMID:38759237 | DOI:10.3171/2024.2.SPINE231202

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Nevin Manimala Statistics

How the elastase-induced rabbit aneurysm heals following flow diverter treatment: a histopathological study

J Neurosurg. 2024 May 17:1-8. doi: 10.3171/2024.2.JNS232262. Online ahead of print.

ABSTRACT

OBJECTIVE: Fibrin deposition is integral to thrombus formation and wound healing. The role of fibrin deposition and subsequent metabolism following flow diversion for aneurysm treatment remains poorly characterized. This study aimed to evaluate the role of fibrin in early thrombus organization after flow diverter treatment.

METHODS: Thirty-five elastase-induced aneurysms were induced in New Zealand white rabbits and subjected to endoluminal flow diversion treatment. The device-bearing arteries were harvested at 1, 3, and 6 months postimplantation and processed for histopathological examination, including a modified picro-Mallory stain (Carstairs method) to visualize fibrin and platelets, immunohistochemical targeting of smooth muscle actin (SMA), and H&E staining for conventional morphological evaluation. Quantitative analysis of tissue components was carried out using the Orbit Image Analysis software. The samples were also assessed qualitatively to investigate the morphology and location of fibrin and other thrombus components within the intra-aneurysmal thrombi. Statistical analyses were conducted using R software version 4.3.1.

RESULTS: Fibrin constituted 27.9% of the thrombus tissue within the aneurysm sac for aneurysms harvested at 1 month, and this rate was significantly lower in the 3-month group (10.2%, p = 0.018). The proportion of blood cells within the sac was also notably higher in the 1-month group compared with other time points. The primary tissue filling the dome at 1 month (14/15, 93%) was an unorganized thrombus primarily composed of fibrin, platelets, and red blood cells. Conversely, aneurysms harvested at 1 month had the lowest collagen level (25.6%). However, collagen became the dominant tissue component within the aneurysm sac, accounting for 71.8% of tissue in the 3-month group (p = 0.007). There were no differences observed among the examined components between the 3-month and 6-month groups. On qualitative analysis, collagen-producing SMA-positive myofibroblasts were located near or in between fibrin molecules. Healed aneurysms exhibited myofibroblasts, collagen, and a well-organized fibrin network on the aneurysm neck. In contrast, unhealed aneurysms displayed a poorly organized fibrin network with scattered myofibroblasts at the neck area.

CONCLUSIONS: These findings indicate that fibrin plays a foundational role in the gradual occlusion of aneurysms after flow diverter treatment. Endovascular approaches that enhance fibrin accumulation could potentially improve aneurysm occlusion rates. Further research is needed to establish the precise role of fibrin in aneurysm occlusion.

PMID:38759235 | DOI:10.3171/2024.2.JNS232262

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Nevin Manimala Statistics

Meta-analysis of residency program application and acceptance according to sex, race and ethnicity

J Int Med Res. 2024 May;52(5):3000605241244993. doi: 10.1177/03000605241244993.

ABSTRACT

OBJECTIVE: We aimed to investigate trends in residency program application and acceptance rates according to sex and race and ethnicity.

METHODS: We collected data from the Journal of the American Medical Association Graduation Medical Education Reports. We extracted the data for 25 residency programs in the United States from 2005 to 2021 and conducted statistical analyses.

RESULTS: Men were most matched for orthopedics (84.7%, 95% confidence interval [CI] 84.2%-85.1%), and women for oncology (78.7%, 95% CI 78.2%-79.2%). The most matched program was orthopedics for the White subgroup (43.5%, 95% CI 43.2%-43.9%), radiology for the Black subgroup (20%, 95% CI 18.9%-20.9%), general surgery for the Hispanic subgroup (11%, 95% CI 10.7%-11.2%), and internal medicine for the Asian subgroup (35.3%, 95% CI 34.9%-35.6%).

CONCLUSION: Match rates for women were lower than those for men in all programs except psychiatry, pediatrics, obstetrics and gynecology, and dermatology. Match rates were significantly lower for Black, Hispanic, and Asian subgroups than the White subgroup in all programs except for internal medicine, with the Asian subgroup being higher. We observed a significant increase in both application and acceptance rates for women and racial and ethnic minorities over the past 40 years.

PMID:38759223 | DOI:10.1177/03000605241244993

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Nevin Manimala Statistics

Contributions to Diffusion in Complex Materials Quantified with Machine Learning

Phys Rev Lett. 2024 May 3;132(18):186301. doi: 10.1103/PhysRevLett.132.186301.

ABSTRACT

Using machine learning with a variational formula for diffusivity, we recast diffusion as a sum of individual contributions to diffusion-called “kinosons”-and compute their statistical distribution to model a complex multicomponent alloy. Calculating kinosons is orders of magnitude more efficient than computing whole trajectories, and it elucidates kinetic mechanisms for diffusion. The density of kinosons with temperature leads to new accurate analytic models for macroscale diffusivity. This combination of machine learning with diffusion theory promises insight into other complex materials.

PMID:38759179 | DOI:10.1103/PhysRevLett.132.186301

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Nevin Manimala Statistics

Determination of Spin-Parity Quantum Numbers of X(2370) as 0^{-+} from J/ψ→γK_{S}^{0}K_{S}^{0}η^{‘}

Phys Rev Lett. 2024 May 3;132(18):181901. doi: 10.1103/PhysRevLett.132.181901.

ABSTRACT

Based on (10087±44)×10^{6} J/ψ events collected with the BESIII detector, a partial wave analysis of the decay J/ψ→γK_{S}^{0}K_{S}^{0}η^{‘} is performed. The mass and width of the X(2370) are measured to be 2395±11(stat)_{-94}^{+26}(syst) MeV/c^{2} and 188_{-17}^{+18}(stat)_{-33}^{+124}(syst) MeV, respectively. The corresponding product branching fraction is B[J/ψ→γX(2370)]×B[X(2370)→f_{0}(980)η^{‘}]×B[f_{0}(980)→K_{S}^{0}K_{S}^{0}]=(1.31±0.22(stat)_{-0.84}^{+2.85}(syst))×10^{-5}. The statistical significance of the X(2370) is greater than 11.7σ and the spin parity is determined to be 0^{-+} for the first time. The measured mass and spin parity of the X(2370) are consistent with the predictions of the lightest pseudoscalar glueball.

PMID:38759175 | DOI:10.1103/PhysRevLett.132.181901

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Nevin Manimala Statistics

Experimental Virtual Distillation of Entanglement and Coherence

Phys Rev Lett. 2024 May 3;132(18):180201. doi: 10.1103/PhysRevLett.132.180201.

ABSTRACT

Noise is, in general, inevitable and detrimental to practical and useful quantum communication and computation. Under the resource theory framework, resource distillation serves as a generic tool to overcome the effect of noise. Yet, conventional resource distillation protocols generally require operations on multiple copies of resource states, and strong limitations exist that restrict their practical utilities. Recently, by relaxing the setting of resource distillation to only approximating the measurement statistics instead of the quantum state, a resource-frugal protocol, “virtual resource distillation,” is proposed, which allows more effective distillation of noisy resources. Here, we report its experimental implementation on a photonic quantum system for the distillation of quantum coherence (up to dimension four) and bipartite entanglement. We show the virtual distillation of the maximal superposed state of dimension four from the state of dimension two, an impossible task in conventional coherence distillation. Furthermore, we demonstrate the virtual distillation of entanglement with operations acting only on a single copy of the noisy Einstein-Podolsky-Rosen (EPR) pair and showcase the quantum teleportation task using the virtually distilled EPR pair with a significantly improved fidelity of the teleported state. These results illustrate the feasibility of the virtual resource distillation method and pave the way for accurate manipulation of quantum resources with noisy quantum hardware.

PMID:38759173 | DOI:10.1103/PhysRevLett.132.180201

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Nevin Manimala Statistics

Determinants and practice variability of oxygen administration during surgery in the U.S., a retrospective cohort study

Anesthesiology. 2024 May 17. doi: 10.1097/ALN.0000000000005078. Online ahead of print.

ABSTRACT

BACKGROUND: The best approaches to supplemental oxygen administration during surgery remain unclear, which may contribute to variation in practice. We aimed to assess determinants of oxygen administration and its variability during surgery.

METHODS: Using multivariable linear mixed-effects regression, we measured the associations between intraoperative fraction of inspired oxygen and patient, procedure, medical center, anesthesiologist, and in-room anesthesia provider factors in surgical cases of 120 minutes or longer in adult patients who received general anesthesia with tracheal intubation and were admitted to the hospital after surgery between January 2016 and January 2019 at 42 medical centers across the U.S. participating in the Multicenter Perioperative Outcomes Group data registry.

RESULTS: The sample included 367,841 cases (median [25 th, 75 th] age, 59 [47, 69] years; 51.1% women; 26.1% treated with nitrous oxide) managed by 3,836 anesthesiologists and 15,381 in-room anesthesia providers. Median (25 th, 75 th) fraction of inspired oxygen was 0.55 (0.48, 0.61), with 6.9% of cases <0.40 and 8.7% >0.90. Numerous patient and procedure factors were statistically associated with increased inspired oxygen, notably advanced ASA classification, heart disease, emergency surgery, and cardiac surgery, but most factors had little clinical significance (<1% inspired oxygen change). Overall, patient factors only explained 3.5% (95% CI, 3.5 to 3.5) of the variability in oxygen administration and procedure factors 4.4% (4.2 to 4.6). Anesthesiologist explained 7.7% (7.2 to 8.2) of the variability in oxygen administration, in-room anesthesia provider 8.1% (7.8 to 8.4), medical center 23.3% (22.4 to 24.2), and 53.0% (95% CI, 52.4 to 53.6) was unexplained.

CONCLUSIONS: Among adults undergoing surgery with anesthesia and tracheal intubation, supplemental oxygen administration was variable and appeared arbitrary. Most patient and procedure factors had statistical but minor clinical associations with oxygen administration. Medical center and anesthesia provider explained significantly more variability in oxygen administration than patient or procedure factors.

PMID:38759157 | DOI:10.1097/ALN.0000000000005078

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Nevin Manimala Statistics

Combining inertial navigation with transacetabular ligament in total hip arthroplasty via direct anterior approach results in excellent accuracy compared to standard manual technique – A retrospective cohort study

SICOT J. 2024;10:16. doi: 10.1051/sicotj/2024013. Epub 2024 May 16.

ABSTRACT

BACKGROUND: Correct acetabular component placement plays a critical role in reducing early revisions after dislocations in total hip arthroplasty (THA). Although the transverse acetabular ligament (TAL) guides anteversion, inclination can only be accurately guided by navigation. In order to overcome the initial disadvantages with navigation, an imageless, easy-to-use inertial navigation system has been recently introduced. This study aims to analyze the accuracy of inclination with this navigation system compared to the standard manual technique.

METHODS: Two cohorts, manual technique (MT) and navigation (NAV) cohorts, consisted of 83 and 95 patients, respectively, after exclusion criteria were applied. Inclination target was 38° and anteversion was guided by TAL. Demographic data were collected, and anteroposterior (AP) pelvic and cross-table lateral radiographs were obtained 6 weeks post-operatively. Inclination and anteversion were determined on the AP pelvic and cross-table lateral radiograph, respectively.

RESULTS: A mean inclination of 41.8° (±6.8°) and 38.9° (±4.4°) was found in the MT and NAV cohorts, respectively. There was no statistical difference in gender, age, and BMI. If the inclination was set within 10° of the target (i.e., 38°), 88% of the MT cohort and 97% of the NAV cohort were within the target zone. Accuracy decreased to 53% and 83%, respectively, if the target zone range was narrowed down to ± 5°.

CONCLUSION: Combining inertial imageless navigation for inclination and TAL as a landmark for anteversion is significantly more accurate compared to the manual technique, without having the limitations and disadvantages of current standard navigational techniques.

PMID:38759152 | DOI:10.1051/sicotj/2024013

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Nevin Manimala Statistics

Merging PRK and Collagen Crosslinking: An Analysis of Literature and a Guide to Prevalent Protocols

Cornea. 2024 May 17. doi: 10.1097/ICO.0000000000003536. Online ahead of print.

ABSTRACT

PURPOSE: The purpose of this review was to summarize the different surgical approaches combining photorefractive keratectomy (PRK) and corneal crosslinking (CXL), present each protocol template in a simple format, and provide an overview of the primary outcomes and adverse events.

METHODS: A literature review was conducted as outlined by the Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines. Eight different databases were searched. Papers were included if PRK was immediately followed by CXL.

RESULTS: Thirty-seven papers met the inclusion criteria of a total yield of 823. The latest research into simultaneous PRK and CXL has been shown to not only stabilize the cornea and prevent keratoconus progression but also improve the visual acuity of the patient. Improvements in uncorrected distance visual acuity and (spectacle) corrected distance visual acuity were found to be significant when considering all protocols. There were also significant reductions in K1, K2, mean K, Kmax, sphere, cylinder, and spherical equivalent. Random-effects analysis confirmed these trends. Corrected distance visual acuity was found to improve by an average of 0.18 ± 1.49 logMAR (Cohen’s D [CD] 0.12; P <0.02). There was also a significant reduction of 2.57 ± 0.45 D (CD 5.74; P <0.001) in Kmax. Cylinder and spherical equivalent were also reduced by 1.36 ± 0.26 D (CD 5.25; P <0.001) and 2.61 ± 0.38 D (CD 6.73; P <0.001), respectively.

CONCLUSIONS: Combining the 2 procedures appears to be of net benefit, showing stabilization and improvement of ectatic disease, while also providing modest gains in visual acuity. Since customized PRK and CXL approaches appear superior, a combination of these would likely be best for patients.

PMID:38759151 | DOI:10.1097/ICO.0000000000003536

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Nevin Manimala Statistics

Derivation and Validation of a Scoring System for Predicting Poor Outcome After Posterior Circulation Ischemic Stroke in China

Neurology. 2024 Jun 11;102(11):e209312. doi: 10.1212/WNL.0000000000209312. Epub 2024 May 17.

ABSTRACT

BACKGROUND AND OBJECTIVES: Guidelines for posterior circulation ischemic stroke (PCIS) treatment are lacking and outcome prediction is crucial for patients and clinicians. We aimed to develop and validate a prognostic score to predict the poor outcome for patients with PCIS.

METHODS: The score was developed from a prospective derivation cohort named the Third China National Stroke Registry (August 2015-March 2018) and validated in a spatiotemporal independent validation cohort (December 2017-March 2023) in China. Patients with PCIS with acute infarctions defined as hyperintense lesions on diffusion-weighted imaging were included in this study. The poor outcome was measured as modified Rankin scale (mRS) score 3-6 at 3 months after PCIS. Multivariable logistic regression analysis was used to identify predictors for poor outcome. The prognostic score, namely PCIS Outcome Score (PCISOS), was developed by assigning points to variables based on their relative β-coefficients in the logistic model.

RESULTS: The PCISOS was derived from 3,294 patients (median age 62 [interquartile range (IQR) 55-70] years; 2,250 [68.3%] men) and validated in 501 patients (median age 61 [IQR 53-68] years; 404 [80.6%] men). Among them, 384 (11.7%) and 64 (12.8%) had poor outcome 3 months after stroke in respective cohorts. Age, mRS before admission, NIH Stroke Scale on admission, ischemic stroke history, infarction distribution, basilar artery, and posterior cerebral artery stenosis or occlusion were identified as independent predictors for poor outcome and included in PCISOS. This easy-to-use integer scoring system identified a marked risk gradient between 4 risk groups. PCISOS performed better than previous scores, with an excellent discrimination (C statistic) of 0.80 (95% CI 0.77-0.83) in the derivation cohort and 0.81 (95% CI 0.77-0.84) in the validation cohort. Calibration test showed high agreement between the predicted and observed outcomes in both cohorts.

DISCUSSION: PCISOS can be applied for patients with PCIS with acute infarctions to predict functional outcome at 3 months post-PCIS. This simple tool helps clinicians to identify patients with PCIS with higher risk of poor outcome and provides reliable outcome expectations for patients. This information might be used for personalized rehabilitation plan and patient selection for future clinical trials to reduce disability and mortality.

PMID:38759139 | DOI:10.1212/WNL.0000000000209312