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Purpose: The purpose of this study is to identify clinical and imaging characteristics associated with post-COVID pulmonary function decline. Methods: This study included 22 patients recovering from COVID-19 who underwent serial spirometry pulmonary function testing (PFT) before and after diagnosis. Patients were divided into two cohorts by difference between baseline and post-COVID follow-up PFT: Decline group (>10 % decrease in FEV1), and Stable group (≤10 % decrease or improvement in FEV1). Demographic, clinical, and laboratory data were collected, as well as PFT and chest computed tomography (CT) at the time of COVID diagnosis and follow-up. CTs were semi-quantitatively scored on a five-point severity scale for disease extent in each lobe by two radiologists. Mann-Whitney U-tests, T-tests, and Chi-Squared tests were used for comparison. P-values

Purpose: A radiation anatomist was trained and integrated into clinical practice at a multi-site academic center. The primary objective of this quality improvement study was to determine whether a radiation anatomist improves the quality of organ-at-risk (OAR) contours, and secondarily to determine the impact on efficiency in the treatment planning process. Methods and Materials: From March to August 2020, all patients undergoing computed tomography–based radiation planning at 2 clinics at Memorial Sloan Kettering Cancer Center were assigned using an “every other” process to either (1) OAR contouring by a radiation anatomist (intervention) or (2) contouring by the treating physician (standard of care). Blinded dosimetrists reported OAR contour quality using a 3-point scoring system based on a common clinical trial protocol deviation scale (1, acceptable; 2, minor deviation; and 3, major deviation). Physicians reported time spent contouring for all cases. Analyses included the Fisher exact test and multivariable ordinal logistic regression. Results: There were 249 cases with data available for the primary endpoint (66% response rate). The mean OAR quality rating was 1.1 ± 0.4 for the intervention group and 1.4 ± 0.7 for the standard of care group (P < .001), with subset analysis showing a significant difference for gastrointestinal cases (n = 49; P

Removal of hydrocarbons from sediments could be achieved using various techniques such as hydraulic flushing aided by surfactants, which works well for sand and gravel but not as effective for finer textured media, such as clay. Electrokinetics (EK) emerged as an effective method to remediate fine-grained soils, especially when combined with the application of surfactants. Here, we analyzed the removal efficiency of EK and a nonionic surfactant (Tween 80) when applied through a fine soil (80% clay) contaminated with n-hexadecane. The study compared the EK results with hydraulic flushing under the same surfactant concentration. After 18 days of treatment, EK removed 80%, which was significantly more efficient than hydraulic flushing which removed 52%. The investigation revealed that EK causes the surfactant to tackle the clayey soil from various directions due to the whole aquifer's electrification. This would be an advantage in field studies as it precludes the need to place numerous electrodes into the soil, as done in hydraulic flushing where multiple wells are placed to direct the surfactant's movement.

Summary: Dravet syndrome (DS) is a severe developmental and epileptic encephalopathy with a high incidence of sudden unexpected death in epilepsy (SUDEP). Most DS patients carry de novo variants in SCN1A, resulting in Nav1.1 haploinsufficiency. Because SCN1A is expressed in heart and in brain, we proposed that cardiac arrhythmia contributes to SUDEP in DS. We generated DS patient and control induced pluripotent stem cell-derived cardiac myocytes (iPSC-CMs). We observed increased sodium current (INa) and spontaneous contraction rates in DS patient iPSC-CMs versus controls. For the subject with the largest increase in INa, cardiac abnormalities were revealed upon clinical evaluation. Generation of a CRISPR gene-edited heterozygous SCN1A deletion in control iPSCs increased INa density in iPSC-CMs similar to that seen in patient cells. Thus, the high risk of SUDEP in DS may result from a predisposition to cardiac arrhythmias in addition to seizures, reflecting expression of SCN1A in heart and brain. : In this article, Isom, Parent, and colleagues show that the high risk of SUDEP in the developmental and epileptic encephalopathy, Dravet syndrome, may result from a predisposition to cardiac arrhythmias in addition to neuronal hyperexcitability, reflecting haploinsufficiency of SCN1A in heart and brain causing potential compensatory overexpression of other sodium-channel genes in those tissues. Keywords: epilepsy, cardiac arrhythmia, sodium channel, SUDEP, induced pluripotent stem cell (iPSC), developmental and epileptic encephalopathy

Cytopathologists have assumed a progressively pivotal role in diagnosing lymphoproliferative disorders. This review outlines a concise approach to the work-up of suspected lymphoma in cytopathology practice, emphasizing the integration of cytomorphologic evaluation with ancillary studies. These include the application of rapid onsite evaluation (ROSE) for proper specimen triage, immunophenotyping through flow cytometry (FC) and immunohistochemistry (IHC), and molecular studies on cytology/small biopsy specimens. Furthermore, the review provides a brief introduction to the forthcoming WHO Reporting System in Lymph Node Cytopathology.

The upcoming World Health Organization (WHO) Reporting System in Liver Cytopathology marks the first internationally applicable system for diverse medical infrastructure settings. This system categorizes cases into five groups: Insufficient/Inadequate/Nondiagnostic, Benign, Atypical, Suspicious for Malignancy, and Malignant. Each category is associated with a risk of malignancy (ROM), guiding recommendations for further diagnostic testing to achieve specific diagnoses or refine differential diagnoses and follow-up management. The primary goal is to enhance and standardize cytopathology reporting, improve communication between cytopathologists and clinicians, and ultimately elevate patient care. The online WHO System provides direct access to the WHO Classification for Tumours 5th Edition. This review delves into the latest classification guidelines, addresses terminology standardization, navigates diagnostic complexities, and aligns patient management options with cytopathological interpretations, contributing to an overall enhancement of patient care.

Purpose: : Guidelines for early-stage breast cancer allow for radiation therapy (RT) omission after breast conserving surgery among older women, though high utilization of RT persists. This study explored surgeon referral and the effect of a productivity-based bonus metric for radiation oncologists in an academic institution with centralized quality assurance review. Methods and materials: : We evaluated patients ≥70 years of age treated with breast conserving surgery for estrogen receptor (ER)+ pT1N0 breast cancer at a single tertiary cancer network between 2015 and 2018. The primary outcomes were radiation oncology referral and RT receipt. Covariables included patient and physician characteristics and treatment decisions before versus after productivity metric implementation. Univariable generalized linear effects models explored associations between these outcomes and covariables. Results: : Of 703 patients included, 483 (69%) were referred to radiation oncology and 273 (39%) received RT (among those referred, 57% received RT). No difference in RT receipt pre- versus post-productivity metric implementation was observed (P = .57). RT receipt was associated with younger patient age (70-74 years; odds ratio [OR], 2.66; 95% confidence interval [CI], 1.54-4.57) and higher grade (grade 3; OR, 7.75; 95% CI, 3.33-18.07). Initial referral was associated with younger age (70-74; OR, 5.64; 95% CI, 3.37-0.45) and higher performance status (Karnofsky performance status ≥90; OR, 5.34; 95% CI, 2.63-10.83). Conclusions: : Nonreferral to radiation oncology accounted for half of RT omission but was based on age and Karnofsky performance status, in accordance with guidelines. Lack of radiation oncologist practice change in response to misaligned financial incentives is reassuring, potentially reflecting incentive design and/or centralized quality assurance review. Multi-institutional studies are needed to confirm these findings.

Recent years have witnessed the tendency of measuring a biological sample on multiple omics scales for a comprehensive understanding of how biological activities on varying levels are perturbed by genetic variants, environments, and their interactions. This new trend raises substantial challenges to data integration and fusion, of which the latter is a specific type of integration that applies a uniform method in a scalable manner, to solve biological problems which the multi-omics measurements target. Fusion-based analysis has advanced rapidly in the past decade, thanks to application drivers and theoretical breakthroughs in mathematics, statistics, and computer science. We will briefly address these methods from methodological and mathematical perspectives and categorize them into three types of approaches: data fusion (a narrowed definition as compared to the general data fusion concept), model fusion, and mixed fusion. We will demonstrate at least one typical example in each specific category to exemplify the characteristics, principles, and applications of the methods in general, as well as discuss the gaps and potential issues for future studies.