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By optimizing the quenching capabilities of diverse two-dimensional (2D) nanomaterials such as graphene oxide (GO), Ti3C2 MXene, and MoS2, we have pioneered a label-free fluorescence aptasensor with near-zero background signal, enabling highly sensitive detection of aflatoxin B1 (AFB1). This aptasensor was equipped with a newly synthesized dicationic fluorophore, VLM, which exhibited binding-induced turn-on fluorescence properties. Among the evaluated 2D nanosheets, MoS2 nanosheets were found to exhibit exceptional quenching efficiency for the background emission of the cDNA/VLM complex (cDNA was the complementary DNA of the aptamer), further enhancing the overall performance of our aptasensor. Upon exposure to AFB1, the aptamers underwent conformational switching and target binding, leading to the formation of aptamer/AFB1 complex. Additionally, the aptamers bound complementarily to cDNA, creating aptamer-cDNA duplexes that interacted with VLM, resulting in a robust fluorescence signal. Despite the presence of a weakly fluorescent cDNA/VLM background, this fluorescence could be effectively quenched by the addition of MoS2 nanosheets. Consequently, the label-free fluorescence aptasensor exhibited excellent linearity with AFB1 concentration within 2-3000 ng mL-1, achieving a limit of detection (LOD) of 0.006 ng mL-1. Remarkably, the visual fluorescence captured by a smartphone camera can be processed using extracted grayscale values, consistently revealing a linear relationship with the AFB1 concentration within 2-3000 ng mL-1, with a LOD of 0.197 ng mL-1. This aptasensor demonstrated exceptional sensitivity and a remarkably rapid sample-to-answer detection time of 74 min, showcasing its immense potential as a straightforward, sensitive, and visually intuitive method for rapid AFB1 detection with enhanced resolution.
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By exploiting the programmability of DNA, dual-color DNA-templated silver nanoclusters have been synthesized to serve as a label-free fluorescent probe with a G5-linker at the 3' end. This advancement facilitates the modular design of universal FRET-based aptasensors using aptamers with a C5-linker at the 3' end for multiplexed detection, making them easily switch their applications.
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Aptâmeros de Nucleotídeos , Técnicas Biossensoriais , DNA , Transferência Ressonante de Energia de Fluorescência , Corantes Fluorescentes , Nanopartículas Metálicas , Prata , Prata/química , Aptâmeros de Nucleotídeos/química , DNA/química , Nanopartículas Metálicas/química , Técnicas Biossensoriais/métodos , Corantes Fluorescentes/química , CorRESUMO
In this work, we explored the potential of thiol-capped CdZnTe quantum dots (QDs) as an exceptional signal tag for fluorescence aptasensing applications. Employing a one-pot hydrothermal approach, we modulated the terminal functional groups of CdZnTe QDs using l-cysteine (Lcys), 3-mercaptopropionic acid (MPA), and N-acetyl-l-cysteine (NAC) as ligands. Our comparative analysis revealed that NAC-capped CdZnTe QDs (NAC-CdZnTe QDs) exhibited superior anti-interference capabilities and storage stability across various temperatures, pH levels, and storage durations. Encouraged by these promising results, we further optimized the use of ultrastable NAC-CdZnTe QDs encapsulated in dendritic mesoporous silica nanoparticles (DMSN@QDs) as an exceptional tag for the development of an advanced anti-interference fluorescence aptasensor for aflatoxin B1 (AFB1) detection. The developed aptasensor using DMSN@QDs as signal tags achieved a remarkable signal amplification of approximately 10.2 fold compared to the NAC-CdZnTe QDs coated silica (SiO2@QDs) labeled fluorescence aptasensor. This aptasensor was able to detect AFB1 within a wide range of 1 pg mL-1 to 200 ng mL-1, achieving a limit of detection as low as 0.41 pg mL-1 (S/N = 3). Crucially, the specific binding affinity between the aptamer and the target enabled the aptasensor to be easily customized for various targets by simply replacing the aptamer sequence with the desired one. The exceptional potential of NAC-CdZnTe QDs, particularly when encapsulated in DMSNs, leads to the development of highly sensitive and selective anti-interference fluorescence aptasensors for various targets, thereby, paving the way for advancements in a diverse range of applications.
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Aptâmeros de Nucleotídeos , Técnicas Biossensoriais , Compostos de Cádmio , Pontos Quânticos , Dióxido de Silício , Telúrio , Pontos Quânticos/química , Dióxido de Silício/química , Telúrio/química , Compostos de Cádmio/química , Técnicas Biossensoriais/métodos , Aptâmeros de Nucleotídeos/química , Porosidade , Acetilcisteína/química , Fluorescência , Espectrometria de Fluorescência , Limite de Detecção , Cádmio , ZincoRESUMO
Introduction Tandem spinal stenosis (TSS) refers to the narrowing of the spinal canal at two distinct anatomic areas. Symptoms can present due to either cervical myelopathy or lumbar stenosis. Consequently, determining the symptomatic anatomical levels requiring surgery can pose a challenge. We sought to identify the surgical approach associated with better patient-reported outcomes. Materials and Methods The Information Management System was queried using the International Classification of Diseases Ninth and Tenth Edition codes to identify patients who underwent simultaneous or staged decompression surgery for TSS between 2011 and 2020. Patient records were reviewed to collect data on age, sex, comorbidities, surgical approach, modified Japanese Orthopedic Association (mJOA) score, and complications. The mJOA is a validated composite assessment used to quantify postoperative neurological status. Multivariable regression models were utilized to identify factors associated with better postoperative neurological recovery. Results Among 42 patients included in the analytical cohort, 33 (78.6%) underwent simultaneous cervical and lumbar decompression, while 9 (21.4%) underwent staged decompression (cervical followed by lumbar). The patient's age, sex, comorbid conditions, and American Society of Anesthesiologists level were similar between the two groups. Furthermore, simultaneous decompression was associated with higher blood loss (676.97 vs. 584.44 mL) and an increased need for transfusion (259.09 vs. 111.11 mL) compared with staged decompression. Moreover, patients who underwent simultaneous decompression experienced a higher number of postoperative complications (10 vs. 1; p = 0.024). Notably, postoperative mJOA scores improved in both groups; however, the improvement was more pronounced in the staged group (mJOA score: 15.16% [ ± 2.18] vs. 16.56% [ ± 1.59]). On follow-up visits, patients who underwent staged decompression showed better recovery rates (mJOA score: 78.20% [ ± 24.45] vs. 59.75% [ ± 25.05]). Conclusion The patient's clinical history and examination findings should be the main determinants of surgical decision-making. Our study showed a slightly higher postoperative mJOA score and a recovery rate with fewer complications in staged decompression of TSS.
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Background: Free-living amoebae rarely instigate intracranial infections that may resemble neoplastic conditions on imaging. Naegleria fowleri precipitates an acute, swiftly fatal meningoencephalitis, whereas Acanthamoeba and Balamuthia species typically manifest with a less aggressive onset but carry equally dire consequences. Case Description: The case describes a 33-year-old woman with subacute encephalitis caused by Balamuthia mandrillaris. She experienced 2 months of back pain, 1 month of headaches, and 2 weeks of vomiting without fever, recent travel, aquatic activities, or animal exposure. Brain magnetic resonance imaging revealed a sizable, heterogeneous enhancing mass in the right temporal and frontal lobes, accompanied by vasogenic edema and midline shift. Histopathology showed marked inflammation and damage to blood vessels with amoebic trophozoites present. The trophozoites displayed specific characteristics, leading to the diagnosis of amoebic meningoencephalitis. Polymerase chain reaction and Sanger sequencing confirmed B. mandrillaris infection while testing for N. fowleri and Acanthamoeba was negative. Despite antibiotic treatment, the patient's condition deteriorated rapidly, resulting in death within 2 weeks of presentation. Conclusion: This is the first confirmed case of B. mandrillaris central nervous system (CNS) infection from Pakistan. The incidence of this disease is expected to rise due to increasing temperatures due to climate change and the deteriorating quality of the water supply. Balamuthia meningoencephalitis should, therefore be on the differential for non-neoplastic CNS lesions. Furthermore, an atypical histopathologic picture, including the absence of granulomatous inflammation, needs to be recognized.
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BACKGROUND: Metabolic and bariatric surgery (MBS) is under-accessed by non-White patients, who are disproportionately affected by obesity. We hypothesized that unique barriers experienced by socially vulnerable patients drive disparate MBS utilization. OBJECTIVES: To determine whether socially vulnerable patients experience greater attrition and face more insurance-mandated medical weight management (MWM) requirements. SETTING: Urban, academic center. METHODS: This retrospective cohort study included adults evaluated for MBS in 2018. Social vulnerability was determined using the 2018 Social Vulnerability Index. Outcomes included attrition, or failure to undergo surgery within 1year, and the number and duration of MWM requirements. Multivariable logistic regression and negative binomial regression tested these associations. RESULTS: In 2018, 339 patients were evaluated for MBS (83% female, 70% Black). The attrition rate was 57%. On adjusted analyses, patients in the highest social vulnerability quartile had double the odds of attrition compared to their least vulnerable counterparts (OR 2.33, 95% CI 1.11-4.92, P = .03). Highly vulnerable patients had double the number (IRR 2.29, 95% CI 1.42-3.72, P = .001) and nearly quadruple the duration (IRR 3.90, 95% CI 1.93-7.86, P < .001) of MWM requirements compared to those with low social vulnerability. Odds of attrition increased by 11% and 20% for each additional MWM visit (OR 1.11, 95% CI 1.02-1.20, P = .02) and month (OR 1.20, 95% CI 1.08-1.33, P = .001), respectively. CONCLUSIONS: Patients with high social vulnerability were less likely to undergo MBS and faced more insurance-mandated preoperative requirements, which independently predicted attrition. Insurance-mandated MWM is inequitable and may contribute to disparate care of patients with severe obesity.
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Cirurgia Bariátrica , Acessibilidade aos Serviços de Saúde , Populações Vulneráveis , Humanos , Feminino , Cirurgia Bariátrica/estatística & dados numéricos , Masculino , Estudos Retrospectivos , Adulto , Pessoa de Meia-Idade , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Populações Vulneráveis/estatística & dados numéricos , Obesidade Mórbida/cirurgia , Disparidades em Assistência à Saúde/estatística & dados numéricosRESUMO
DNA-templated silver nanoclusters (AgNCs-DNA) can be synthesized via a one-pot method bypassing the tedious process of biomolecular labeling. Appending an aptamer to DNA templates results in dual-functionalized DNA strands that can be utilized for synthesizing aptamer-modified AgNCs, thereby enabling the development of label-free fluorescence aptasensors. However, a major challenge lies in the necessity to redesign the dual-functionalized DNA strand for each specific target, thus increasing the complexity and hindering widespread application of these aptasensors. To overcome this challenge, we designed six DNA strands (DNA1-DNA6) that incorporate the templates for AgNCs synthesis and A4-linker for further aptamer coupling. Among all the synthesized AgNCs-DNA samples, it was found that both AgNCs-DNA1 and AgNCs-DNA2 stood out for their excellent long-term stability. After capturing the T4-linker that connected with aptamer1 specific for aflatoxin B1 (AFB1), however, we found that only AgNCs-DNA1/aptamer1 maintained excellent long-term stability. This finding highlighted the potential of AgNCs-DNA1 as a versatile label-free fluorescence probe for the development of on-demand fluorescence aptasensors. To emphasize its benefits in aptasensing applications, we utilized AgNCs-DNA1/aptamer1 as the fluorescence probe and MoS2 nanosheets as the quencher to develop a FRET aptasensor for AFB1 detection. This aptasensor demonstrated remarkable sensitivity, enabling the detection of AFB1 within a wide concentration range of 0.03-120 ng/mL, with a limit of detection as low as 3.6 pg/mL (S/N = 3). The versatility of the aptasensor has been validated through the recognition of diverse targets, employing aptamer2 specific for ochratoxin A and aptamer3 specific for zearalenone, thereby showcasing its extensive applicability for on-demand detection. The universal applicability of this aptasensor holds great promise for future applications in diverse fields including food safety, environmental monitoring, and clinical diagnosis.
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Técnicas Biossensoriais , DNA/química , Espectrometria de Fluorescência , Moldes Genéticos , Prata/química , Técnicas Biossensoriais/instrumentação , Técnicas Biossensoriais/métodosRESUMO
BACKGROUND: The Society of American Gastrointestinal and Endoscopic Surgeons (SAGES) Masters Program designated bariatric surgery as a clinical pathway. Among the tiers of the Masters Program, revisional bariatric surgery is the highest tier of "mastery" within the pathway. This article presents the top 10 seminal studies representing the current landscape of revisional bariatrics. METHODS: The literature was systematically searched and seminal articles designated by consensus agreement of the SAGES Metabolic and Bariatric Surgery committee using multiple criteria, including impact on the field, citation frequency, and expert opinion. Articles were reviewed by committee members and presented in summarized fashion. RESULTS: The top 10 papers are presented in grouped thematic categories covering the early evolution of revisional bariatrics, changing criteria for reoperative bariatric surgery, divergence of revision versus conversion bariatric surgery, and recent technologic innovations in revisional bariatric surgery. Each summary is presented with expert appraisal and commentary. CONCLUSION: These seminal papers represent a snapshot of the dynamic field of revisional bariatric surgery and emphasize the need to not only remain current with contemporary trends but also keep a patient-oriented perspective on patient and intervention selection for optimal success.
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Cirurgia Bariátrica , Reoperação , Humanos , Cirurgia Bariátrica/métodos , Obesidade Mórbida/cirurgia , Procedimentos ClínicosRESUMO
OBJECTIVE: To report the developmental phase results of posterior rectus sheath hiatal flap augmentation (PoRSHA), a promising surgical innovation for large and recurrent paraesophageal hernias. BACKGROUND: Durable hernia repair for large paraesophageal hernias continues to be a surgical challenge. PoRSHA addresses the challenges of current and historical approaches to complex paraesophageal hernias and demonstrates significant promise as a successful alternative approach. METHODS: Using the IDEAL framework, we outline the technical modifications made over the first 27 consecutive cases using PoRSHA. Outcomes measured included hernia recurrence on routine imaging at 6 months and 2 years, development of a postoperative abdominal wall eventration and incidence of solid food dysphagia. RESULTS: Twenty-seven patients at our single institution with type III (n=12), type IV (n=7), or recurrent (n=8) paraesophageal hernias underwent PoRSHA. Surgery was safely and successfully carried out in all cases. Stability of the technique was reached after 16 cases, resulting in 4 main repair types. At an average follow-up of 11 months, we observed no radiologic recurrences, no abdominal eventrations or hernias at the donor site, and 1 patient with occasional solid food dysphagia that resolved with dilation. CONCLUSIONS: PoRSHA can not only be safely added to conventional hiatal hernia repair with appropriate training but also demonstrates excellent short-term outcomes. While the long-term durability with 5-year follow-up is still needed, here we provide cautious optimism that PoRSHA may represent a novel solution to the long-standing high recurrence rates observed with current complex PEH repair.
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Hérnia Hiatal , Herniorrafia , Recidiva , Retalhos Cirúrgicos , Humanos , Hérnia Hiatal/cirurgia , Masculino , Feminino , Pessoa de Meia-Idade , Herniorrafia/métodos , Idoso , Resultado do Tratamento , Reto do Abdome/transplante , Seguimentos , Adulto , Idoso de 80 Anos ou maisRESUMO
BACKGROUND: Coexisting multiple mycotoxins in food poses severe health risks on humans due to the augmented toxicity. Current multiplex detection methods for mycotoxins have evolved from instrumental analyses to rapid methods based on the specific recognition of antibody/aptamer using different signal transducers. However, nearly all of the reported aptasensors for multiple mycotoxins detection require external labels and can only simultaneous detection of two mycotoxins due to the limitation of distinguishable labels. The tedious labeling process definitely increases the operation complexity and the detection cost. Therefore, rapid method for simultaneous label-free detection of multiple mycotoxins in cereals is urgently needed. RESULTS: A disposable aptasensing chip was designed for simultaneous label-free detection of fumonisin B1 (FB1), aflatoxin B1 (AFB1), zearalenone (ZEN), and ochratoxin A (OTA) in one sample. Specifically, ITO conductive glass was divided into a rectangle (35 × 25 mm) and then etched by laser to set aside the required four ITO working electrodes (6 mm in diameter) with respective conductive channels. Gold nanoparticles were electrodeposited on the working electrodes to provide abundant anchoring sites for thiolated aptamers immobilization. On this basis, a disposable aptasensing chip for simultaneous label-free detection of four common coexisting mycotoxins has been developed, which used electrochemical impedance spectroscopy as transducer to measure direct biorecognition of the aptamer and corresponding target. This aptasensing chip provided wide linear ranges of 5-1000, 10-250, 10-1250, 10-1500 ng/mL for FB1, AFB1, ZEN, OTA, respectively, with the respective detection limit of 2.47, 3.19, 5.38, 4.87 ng/mL (S/N = 3). SIGNIFICANCE AND NOVELTY: This aptasensing chip shows fantastic characteristics of great simplicity and portability, easy operation, and multiple mycotoxins recognition. They are easy to produce on a large scale at low cost and the design concept can be easily expanded to screen a large panel of coexisting targets. This work provides a new avenue for multi-target detection and represents a substantial advance toward food quality and safety monitoring or other fields.
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Aptâmeros de Nucleotídeos , Nanopartículas Metálicas , Micotoxinas , Zearalenona , Humanos , Micotoxinas/análise , Ouro/química , Limite de Detecção , Nanopartículas Metálicas/química , Zearalenona/análise , Aflatoxina B1/análise , Aptâmeros de Nucleotídeos/química , Contaminação de Alimentos/análiseRESUMO
Background: The coronavirus disease-19 pandemic has aggravated the already neglected neurosurgical specialty in developing countries with a mounting shortage of specialists, long queues of operative patients, and a lack of adequate critical care units. Methods: We have reviewed the innovative strategies adopted for maintaining an optimal surgical practice while ensuring team safety at the Aga Khan University Hospital, Karachi Pakistan. Results: There is already a scarcity of resources in developing countries. The international guidelines had to be tailored to the context of the developing world. A multimodal strategy that focused on infection control, continuum of care, and the well-being of staff was adopted at Aga Khan University. Patients were screened and seen either in person or through telemedicine, depending on the severity of the disease. All educational activities for residents were shifted online, and this helped in preventing overcrowding. Conclusion: Optimal surgical practice while ensuring team safety can be achieved through a multimodal strategy focusing on infection control, continuum of care, and the well-being of staff.
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BACKGROUND: We use our high-volume institutional experience with a majority Black population to examine the role of supervised weight loss (SWL) requirements perpetuating disparities in bariatric surgery. OBJECTIVE: To determine if there are racial disparities in the required amount of supervised weight loss prior to approval for bariatric surgery. SETTING: University hospital. METHODS: A retrospective review was conducted of all patients seen at our institution's bariatric surgery clinic in 2018. Odds of undergoing surgery within 1 year and mean number of SWL requirements were determined using descriptive statistics for Black patients as compared with non-Hispanic White patients. Finally, a logistic model was constructed to examine likelihood of undergoing an operation within 1 year for patients of varying SWL requirements. RESULTS: A total of 335 patients were included (75% Black, 25% White). Within 1 year, 37% of Black patients compared with 53% of White patients had undergone an operation (relative risk .7, P = .01). Mean insurance-mandated SWL sessions were significantly higher for Black patients (3.6 ± 2.8) versus non-Hispanic White patients (2.2 ± 2.7) (P < .01). Mean program-mandated SWL sessions were also significantly higher for Black patients (2.5 ± 2.6) versus non-Hispanic White patients (.8 ± 1.8) (P < .01). Increasing SWL requirements significantly reduced the odds of undergoing surgery at 1 year within the entire cohort (odds ratio .86, P < .01). CONCLUSIONS: Black patients are disproportionally affected by SWL requirements, which strongly correlate with decreased likelihood of undergoing a bariatric operation as compared with their White counterparts. Even after overcoming barriers to see a bariatric surgery provider, Black patients still face disproportionally more barriers to surgery. Bariatric centers must be sensitive to the effect of SWL requirements, as it is negatively associated with the likelihood of a patient receiving a bariatric operation.
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Cirurgia Bariátrica , Obesidade Mórbida , Humanos , Obesidade Mórbida/cirurgia , Grupos Raciais , Estudos Retrospectivos , Redução de PesoRESUMO
INTRODUCTION: This is the first study done in the National Center for Neurological Sciences, Khartoum State, to assess the quality of life among more than 100 Sudanese epileptic patients, in the period from September to December 2020. METHODOLOGY: This is a descriptive cross-sectional study; data were collected using an interview-based semi-structured structured questionnaire and this questionnaire was modified from the SF-36 model. RESULTS: Most of the patients were from urban areas and origin (60.2%), most of which were housewives; the majority of the patients were single and from low socioeconomic status, history of the disease was less than 3 years for most of the cases covered in this study, most of the cases were classified as generalized tonic clonic epilepsy, and normal EEG findings and normal MRI brain were found in 75.7% and 78.6%, respectively. Most patients mentioned that they experienced no attacks during the last month. Regarding mental health, 47.6% experienced symptoms of depression, and 75.7% had memory problems. In terms of physical health, 51.5% felt energetic all of the time, 9.7% experienced remarkable sleep disturbance, most of the patients are not driving nor have established hobbies during leisure time. 63.1% of the participants do not have health problems; 32% mentioned that they would feel stigmatized if an attack takes place in public. Commonest medication prescribed was carbamazepine, out of which 73.8% are fully compliant with their medication. 95.1% are not worried about long term use of medication. CONCLUSION: Lower levels of education and manual labor are associated with poor quality of life. Epilepsy has an adverse impact on social life. There is a global decrease in cognitive function, and most of the patients are not worried about the side effects and duration of the medication usage.
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Epilepsia , Qualidade de Vida , Estudos Transversais , Epilepsia/tratamento farmacológico , Humanos , Sudão , Inquéritos e QuestionáriosRESUMO
BACKGROUND: Low-middle-income countries (LMICs) share a substantial proportion of global surgical complications. This is compounded by the seemingly deficient documentation of postsurgical complications and the lack of a national average for comparison. In this context, the implementation of the American College of Surgeons (ACS) National Surgical Quality Improvement Program (NSQIP) that compares hospital performance based on postsurgical complication data provided by a wide array of centers, could be a major initiative in a resource-challenged setting. Implementation of the NSQIP has provenly mitigated postoperative morbidity and mortality across many centers all over the world. To our knowledge, this report is the first from an LMIC to report its postoperative neurosurgical complications in comparison with international benchmarks. METHODS: Our hospital joined the NSQIP in 2019. Through a standardized ACS protocol, ACS-trained surgical clinical reviewers (SCRs) reviewed and extracted data from randomly assigned neurosurgical patients' medical records from preoperative to postoperative (30-day) data using validated, standardized data definitions. SCRs entered deidentified data in an online Health Insurance Portability and Accountability Act web-based secure platform. The validated data were then consigned to the ACS NSQIP head office in the United States where the data were analyzed and compared with similar data from other centers registered with the NSQIP. In this way, our hospital was rated for each of the variables related to postsurgical complications after both spinal and cranial procedures, and the results were sent back to us in the form of text, tables, and graphs. RESULTS: Our initial report suggested a relatively higher odds ratio for sepsis and readmissions after spinal procedures at our hospital, and a similarly higher odds ratio for morbidity, sepsis, urinary tract infection, and surgical site infection for cranial procedures. For these variables, our hospital fell in the needs improvement category of the NSQIP. For the rest of the variables studied for both spinal and cranial procedures, the hospital fell in the as expected category of the NSQIP. CONCLUSIONS: Implementation of the NSQIP is an important first step in creating a culture of transparency, safety, and quality. This is the first report of NSQIP implementation in an LMIC, and we have shown comparable results to developed countries.
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Procedimentos Neurocirúrgicos/efeitos adversos , Procedimentos Neurocirúrgicos/normas , Avaliação de Resultados em Cuidados de Saúde , Complicações Pós-Operatórias , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Melhoria de Qualidade , Fatores de Risco , Resultado do Tratamento , Adulto JovemRESUMO
Medical science in general and oncology in particular are dynamic, rapidly evolving subjects. Brain and spine tumors, whether primary or secondary, constitute a significant number of cases in any oncological practice. With the rapid influx of data in all aspects of neuro-oncological care, it is almost impossible for practicing clinicians to remain abreast with the current trends, or to synthesize the available data for it to be maximally beneficial for their patients. Machine-learning (ML) tools are fast gaining acceptance as an alternative to conventional reliance on online data. ML uses artificial intelligence to provide a computer algorithm-based information to clinicians. Different ML models have been proposed in the literature with a variable degree of precision and database requirements. ML can potentially solve the aforementioned problems for practicing clinicians by not just extracting and analyzing useful data, by minimizing or eliminating certain potential areas of human error, by creating patient-specific treatment plans, and also by predicting outcomes with reasonable accuracy. Current information on ML in neuro-oncology is scattered, and this literature review is an attempt to consolidate it and provide recent updates.
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Some early English language news coverage of COVID-19 epidemiology focused on studies that examined how SARS-CoV-2 (the coronavirus that causes COVID-19) was evolving at the genetic level. The use of phylogenetic methods to analyse pathogen genetic sequence data to understand disease dynamics is called 'molecular' or 'genomic' epidemiology. Many research groups in this subfield utilise open science practices, which can involve the circulation of early unreviewed findings on publicly-accessible venues online. From March to May 2020, media outlets covered early SARS-CoV-2 genomic studies that claimed to have discovered types of SARS-CoV-2 that had mutated to be more transmissible. We use methods from Science and Technology Studies (STS) to examine three cumulative cases in which unripe facts about SARS-CoV-2 genomics moved out of scientific publics and into mainstream news. The three cases are: (1) 'A More "Aggressive" Strain of SARS-CoV-2?', (2) 'Eight SARS-CoV-2 Strains?', and (3) 'A "More Contagious," "Mutant" Strain?' In each case, findings were called into question and reporters' framing was overly sensational. We interpret the COVID-19 pandemic as a 'stress-test' for open science practices, and argue that it is important for stakeholders to understand changes in scientific publication and dissemination processes in the wake of the pandemic.
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COVID-19 , Pandemias , SARS-CoV-2 , COVID-19/epidemiologia , COVID-19/virologia , Estudos Epidemiológicos , Genômica , Humanos , Meios de Comunicação de Massa , SARS-CoV-2/genéticaRESUMO
During the COVID-19 pandemic, in some jurisdictions, police have become involved in enforcing coronavirus-related measures. Relatedly, several North American jurisdictions have established COVID-19 data sharing protocols with law enforcement. Research across a range of fields has demonstrated that involving police in matters of public health disproportionately impacts the most vulnerable and does more harm than good. This is reflected in the consensus against COVID-19 criminalization that has emerged among civil society organizations focused on HIV, human rights, and harm reduction. The European Data Protection Board has also released guidelines against re-uses of COVID-19 data for law enforcement purposes. This article offers an overview of the harms of criminalizing illnesses and strategies for health stakeholders to seek alternatives to sharing COVID-19 data with police agencies while facilitating interoperability with healthcare first responders. It also presents case studies from two North American jurisdictions - Ontario and Minnesota - that have established routine COVID-19 data sharing with police. We recommended seven alternatives, including designating COVID-19 data as sensitive and implementing segmented interoperability with first responder agencies. These guidelines can help ensure that health information technology platforms do not become vehicles for the criminalization of COVID-19, and that health data stay within the health system.
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COVID-19/epidemiologia , Direitos Humanos , Disseminação de Informação , Aplicação da Lei , Participação dos Interessados , Socorristas , Humanos , Minnesota/epidemiologia , Ontário/epidemiologia , Estudos de Casos Organizacionais , Saúde Pública , SARS-CoV-2RESUMO
Objective: To create a COVID-19 based educational curriculum for surgical residents. Background Data: The COVID-19 pandemic has resulted in disruptions to operative volume and clinical education for surgery residents. This has placed a greater importance on didactic education. However, in the face of pandemic-related uncertainty, focusing on a traditional educational curriculum may be a challenge for surgical residents. Methods: A dedicated resident educational team was created. This team identified specific surgical resident needs, evaluated institutional resources, created a curriculum and timeline, determined a feasible implementation format, and assessed resident opinions on the impact of the curriculum via anonymous survey. Results: A 1-month long COVID-19 based curriculum was developed, which covered (1) advanced critical care and resuscitation techniques pertinent to patients with COVID-19, (2) institutional physician experience in the COVID-units, (3) ethical dilemmas in resource management, (4) triaging of operative cases during the pandemic, and (5) published and ongoing COVID-19-related surgical research. In the postimplementation survey, a majority of residents reported that the curriculum helped improve their ability to take care of patients during the pandemic, provided an opportunity for questions, alleviated anxieties and concerns, and that they preferred the COVID-19 curriculum over traditional surgical topics. Conclusions: In the midst of national crisis and significant clinical disruption, real-time adjustments to surgical education can and should occur to address resident needs. The results of our study may serve as a blueprint for implementing rapid change to resident education in the future.
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The aim of this study is to explore social media marketing activities (SMMAs) and their impact on consumer intentions (continuance, participate, and purchase). This study also analyzes the mediating roles of social identification and satisfaction. The participants in this study were experienced users of two social media platforms Facebook and Instagram in Pakistan. A self-administered questionnaire was used to collect data from respondents. We used an online community to invite Facebook and Instagram users to complete the questionnaire in the designated online questionnaire system. Data were collected from 353 respondents, and structural equation modeling (SEM) was used to analyze the data. Results show that SMMAs have a significant impact on the intentions of users. Furthermore, social identification mediates the relationship between social media activities and satisfaction, and satisfaction mediates the relationship between social media activities and the intentions of users. This will help marketers how to attract customers to develop their intentions. This is the first novel study that used SMMAs to address the user intentions with the role of social identification and satisfaction in the context of Pakistan.
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The narrative of the digital phenotype as a transformative vector in healthcare is nearly identical to the concept of "data drivenness" in other fields such as law enforcement. We examine the role of a prescription drug monitoring program (PDMP) in California-a computerized law enforcement surveillance program enabled by a landmark Supreme Court case that upheld "broad police powers"-in the interprofessional conflict between physicians and law enforcement over the jurisdiction of drug use. We bring together interview passages, clinical artifacts, and academic and gray literature to investigate the power relations between police, physicians, and patients to show that prescribing data appear to the physician as evidence of problematic patient behavior by the patients, and to law enforcement as evidence of physician misconduct. In turn, physicians have adopted a disciplinary approach to patients, using quasi-legalistic documents to litigate patient behavior. We conclude that police powers have been used to pave data infrastructure through a contested jurisdiction, and law enforcement have used that infrastructure to enroll physicians into the work of disciplining patients.