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1.
J Card Fail ; 2024 Mar 06.
Article En | MEDLINE | ID: mdl-38458486

BACKGROUND: Cardiogenic shock (CS) is complicated by high mortality rates. Targeted temperature control (TTC) has been proposed as an adjunct therapy in CS. This study aims to examine the safety of TTC in patients presenting with CS. METHODS AND RESULTS: In this open-label, randomized controlled pilot trial, 20 patients with hemodynamic criteria for CS were assigned to standard of care plus TTC vs standard of care alone. The primary outcome was a composite safety outcome, including well-described complications of TTC. Secondary outcomes included mortality at 90 days, invasive hemodynamic and echocardiographic parameters, electrocardiographic measurements, and inotrope dosing. There were no significant differences in the composite analysis of prespecified safety outcomes (3 events in the TTC group vs 0 events in the control group; P = 0.24). Patients randomized to TTC demonstrated a statistically significant increase in cardiac index and cardiac power index compared to the control group at 48-96 hours after randomization (3.6 [3.1, 3.9] L/min/m2 vs 2.6 [2.5, 3.15] L/min/m2; P = 0.029 and 0.61 [0.55, 0.7] W/m2 vs 0.53 [0.435, 0.565] W/m2; P = 0.029, respectively). CONCLUSION: TTC may be a safe adjunct therapy for patients presenting with CS and may yield improvement in specific hemodynamic parameters.

2.
J Antimicrob Chemother ; 79(3): 632-640, 2024 Mar 01.
Article En | MEDLINE | ID: mdl-38305582

BACKGROUND: Neutropenic fever (NF) is a common complication in patients receiving chemotherapy. Judicious antimicrobial use is paramount to minimize morbidity and mortality and to avoid antimicrobial-related harms. OBJECTIVES: To use an Australian national dataset of antimicrobial prescriptions for the treatment of NF to describe antimicrobial use, prescription guideline compliance and appropriateness; and to compare these findings across different healthcare settings and patient demographics. We also aimed to identify trends and practice changes over time. METHODS: Data were extracted from the Hospital National Antimicrobial Prescribing Survey (Hospital NAPS) database from August 2013 to May 2022. Antimicrobial prescriptions with a NF indication were analysed for antimicrobial use, guideline compliance and appropriateness according to the Hospital NAPS methodology. Demographic factors, hospital classifications and disease characteristics were compared. RESULTS: A total of 2887 (n = 2441 adults, n = 441 paediatric) NF prescriptions from 254 health facilities were included. Piperacillin-tazobactam was the most prescribed antimicrobial. Overall, 87.4% of prescriptions were appropriate. Piperacillin-tazobactam and cefepime had the highest appropriateness though incorrect piperacillin-tazobactam dosing was observed. Lower appropriateness was identified for meropenem, vancomycin, and gentamicin prescribing particularly in the private hospital and paediatric cohorts. The most common reasons for inappropriate prescribing were spectrum too broad, incorrect dosing or frequency, and incorrect duration. CONCLUSIONS: This study provides insights into antimicrobial prescribing practices for NF in Australia. We have identified three key areas for improvement: piperacillin-tazobactam dosing, paediatric NF prescribing and private hospital NF prescribing. Findings from this study will inform the updated Australian and New Zealand consensus guidelines for the management of neutropenic fever in patients with cancer.


Anti-Infective Agents , Hospitals , Adult , Humans , Child , Australia , Health Facilities , Piperacillin, Tazobactam Drug Combination
3.
Transpl Infect Dis ; 25 Suppl 1: e14197, 2023 Nov.
Article En | MEDLINE | ID: mdl-37988269

In recent years, advancements in the treatment landscape for hematological malignancies, such as acute myeloid leukemia and acute lymphoblastic leukemia, have significantly improved disease prognosis and overall survival. However, the treatment landscape is changing and the emergence of targeted oral therapies and immune-based treatments has brought forth new challenges in evaluating and preventing invasive fungal diseases (IFDs). IFD disproportionately affects immunocompromised hosts, particularly those undergoing therapy for acute leukemia and allogeneic hematopoietic stem cell transplant. This review aims to provide a comprehensive overview of the pretransplant workup, identification, and prevention of IFD in patients with hematological malignancy. The pretransplant period offers a critical window to assess each patient's risk factors and implement appropriate prophylactic measures. Risk assessment includes evaluation of disease, host, prior treatments, and environmental factors, allowing a dynamic evaluation that considers disease progression and treatment course. Diagnostic screening, involving various biomarkers and radiological modalities, plays a crucial role in early detection of IFD. Antifungal prophylaxis choice is based on available evidence as well as individual risk assessment, potential for drug-drug interactions, toxicity, and patient adherence. Therapeutic drug monitoring ensures effective antifungal stewardship and optimal treatment. Patient education and counselling are vital in minimizing environmental exposures to fungal pathogens and promoting medication adherence. A well-structured and individualized approach, encompassing risk assessment, prophylaxis, surveillance, and patient education, is essential for effectively preventing IFD in hematological malignancies, ultimately leading to improved patient outcomes and overall survival.


Hematologic Neoplasms , Hematopoietic Stem Cell Transplantation , Invasive Fungal Infections , Mycoses , Humans , Antifungal Agents/therapeutic use , Mycoses/drug therapy , Invasive Fungal Infections/diagnosis , Invasive Fungal Infections/drug therapy , Invasive Fungal Infections/prevention & control , Hematopoietic Stem Cell Transplantation/adverse effects , Hematologic Neoplasms/complications
4.
Transpl Infect Dis ; 25 Suppl 1: e14152, 2023 Nov.
Article En | MEDLINE | ID: mdl-37746769

BACKGROUND: The use of fluoroquinolones to prevent infections in neutropenic patients with cancer or undergoing hematopoietic stem cell transplantation (HSCT) is a controversial issue, with international guidelines providing conflicting recommendations. Although potential benefits are clear, concerns revolve around efficacy, potential harms, and antimicrobial resistance (AMR) implications. DISCUSSION: Fluoroquinolone prophylaxis reduces neutropenic fever (NF) bloodstream infections and other serious bacterial infections, based on evidence from systematic reviews, randomized controlled trials, and observational studies in adults and children. Fluoroquinolone prophylaxis may also reduce infection-related morbidity and healthcare costs; however, evidence is conflicting. Adverse effects of fluoroquinolones are well recognized in the general population; however, studies in the cancer cohort where it is used for a defined period of neutropenia have not reflected this. The largest concern for routine use of fluoroquinolone prophylaxis remains AMR, as many, but not all, observational studies have found that fluoroquinolone prophylaxis might increase the risk of AMR, and some studies have suggested negative impacts on patient outcomes as a result. CONCLUSIONS: The debate surrounding fluoroquinolone prophylaxis calls for individualized risk assessment based on patient characteristics and local AMR patterns, and prophylaxis should be restricted to patients at the highest risk of serious infection during the highest risk periods to ensure that the risk-benefit analysis is in favor of individual and community benefit. More research is needed to address important unanswered questions about fluoroquinolone prophylaxis in neutropenic patients with cancer or receiving HSCT.


Neoplasms , Neutropenia , Adult , Child , Humans , Fluoroquinolones/adverse effects , Anti-Bacterial Agents/adverse effects , Antibiotic Prophylaxis/adverse effects , Neutropenia/complications , Neutropenia/microbiology , Neoplasms/complications
5.
J Contemp Dent Pract ; 24(7): 454-458, 2023 Jul 01.
Article En | MEDLINE | ID: mdl-37622622

AIM: The present study was designed to investigate the difference in the effectiveness of a 3 day postoperative course and a single perioperative dose of antibiotics on the incidence of postoperative infection in the management of maxillofacial trauma patients. MATERIALS AND METHODS: About 183 maxillofacial trauma patients requiring open reduction and internal fixation (ORIF) under general anesthesia were divided based on the type of fracture sustained, i.e., mandibular fractures, Le Fort fractures, and zygomaticomaxillary complex fractures. Patients from each fracture type were randomized into two groups, A and B. All patients were administered amoxicillin/clavulanate 1.2 grams intravenously 8 hours from the time of admission till the patient was taken up for surgery. Once the patients were taken up for surgery, a perioperative dose was administered. No antibiotics beyond this point were given to patients in Group A. Patients in Group B were administered the same antibiotic for 3 postoperative days additionally. Outcomes in terms of purulent discharge from the surgical site, an abscess or any other sign of infection, and wound dehiscence requiring reopening of the surgical site were considered. Patients were reviewed at 1 week, 2 weeks, 1 month, 2 months, and 3 months. RESULTS: No statistically significant difference was found between the two groups across all three fracture types in terms of postoperative outcomes. However, increased numbers of complications were noted in the patients treated with an intra-oral approach in each fracture type irrespective of group. All complications were managed with local measures. CONCLUSION: A single perioperative dose of antibiotics is effective in minimizing postoperative complications following ORIF of maxillofacial fractures and there is no significant benefit in prolonging the course of antibiotics postoperatively with the need for further studies to be conducted considering comminuted, complex fractures and old fractures. CLINICAL SIGNIFICANCE: In maxillofacial trauma, fractures frequently communicate with contaminated indigenous flora on the skin surface, oral cavities, or sinus cavities. Surgery is frequently performed using an approach across a contaminated area, even in closed fractures. Postoperative infections can be significantly decreased by using antibiotics in surgical procedures to treat facial fractures.


Mandibular Fractures , Skull Fractures , Humans , Prospective Studies , Anti-Bacterial Agents/therapeutic use , Skull Fractures/surgery , Mandibular Fractures/surgery , Amoxicillin-Potassium Clavulanate Combination , Postoperative Complications/prevention & control
6.
BMJ Open ; 13(7): e071550, 2023 07 25.
Article En | MEDLINE | ID: mdl-37491096

OBJECTIVES: Despite guidelines endorsing statin and single antiplatelet therapy (SAPT) therapy post-carotid endarterectomy (CEA), these medications may be either under or inappropriately prescribed. We determined rates of new statin prescriptions as well as change in antiplatelet therapy (APT) regimen at discharge. We identified characteristics associated with these occurrences. DESIGN: We performed a retrospective Vascular Quality Initiative registry analysis of more than 125 000 patients who underwent CEA from 2013 to 2021. SETTING: The Vascular Quality Initiative is a multicentre registry database including academic and community-based hospitals throughout the USA. PARTICIPANTS: Patients age≥18 years undergoing CEA with available statin and APT data (preprocedure and postprocedure) were included. PRIMARY AND SECONDARY OUTCOME MEASURES: We determined overall rates of statin and APT prescription at discharge. Multivariate logistic regression was used to determine clinical and demographic characteristics that were mostly associated with new statin prescription or changes in APT regimen at discharge. RESULTS: Study participants were predominantly male (61%) and White (90%), with a mean age of 70.6±9.1. 13.1% of participants were not on statin therapy pre-CEA, and 48% of these individuals were newly prescribed one. Statin rates steadily increased throughout the study period: 36.2% in 2013 to 62% in 2021. A higher likelihood of new statin prescription was associated with non-race, diabetes, coronary heart disease, stroke, TIA and a non-elective indication. Older age, female gender, chronic obstructive pulmonary disease and prior carotid revascularisation were associated with a lower likelihood of new statin prescription. Nearly all participants were discharged on APT (63% SAPT and 37% dual antiplatelet therapy, DAPT). Among these individuals, 16% were discharged on a regimen that was different from the one on admission (11 947 (10.7%) of patients were upgraded to DAPT and 5813 (5.2%) were downgraded to SAPT). CONCLUSIONS: Although statin use has substantially improved following CEA, more than half of individuals not on a statin preprocedure remained this way at discharge. In addition, DAPT at discharge was frequent, a quarter of whom were on SAPT preprocedure. Further efforts are needed to improve rates of new statin prescriptions, ensure appropriate APT intensity at discharge and determine how different discharge APT regimens impact outcomes.


Endarterectomy, Carotid , Hydroxymethylglutaryl-CoA Reductase Inhibitors , Stroke , Humans , Male , Female , Middle Aged , Aged , Adolescent , Platelet Aggregation Inhibitors/therapeutic use , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Patient Discharge , Retrospective Studies , Treatment Outcome , Stroke/epidemiology , Stroke/prevention & control , Stroke/drug therapy , Prescriptions , Risk Factors
7.
Curr Drug Res Rev ; 2023 Jun 27.
Article En | MEDLINE | ID: mdl-37366353

Skin cancer is one of the deadly diseases of the skin characterized by pain and uncontrolled growth of cells. The pathogenesis of skin cancer involves the uncontrolled division of abnormal cells in the part of the body affected by an accumulation of genome variation over the course of a lifetime. The incidence of skin cancer has been increasing all over the world and has been reported more in old-aged persons. Furthermore, aging plays a vital role in promoting malignancy. Cancer necessitates lifelong administration of drugs to maintain the quality of life. The major challenge of treatment is the side effects associated with these drugs. Novel and targeted approaches are now formulated to explore as an alternative measure to treat cancer. The current review summarizes the pathogenesis of cancer and its treatment strategies. These approaches are discussed with regard to the drugs, mechanism of action, causative factors, distribution of cancer, mortality rate, and treatment strategies.

8.
J Pathol Inform ; 14: 100312, 2023.
Article En | MEDLINE | ID: mdl-37214151

Background: Despite the promising applications of whole-slide imaging (WSI) for frozen section (FS) diagnosis, its adoption for remote reporting is limited. Objective: To assess the feasibility and performance of home-based remote digital consultation for FS diagnosis. Material & Method: Cases accessioned beyond regular working hours (5 pm-10 pm) were reported simultaneously using optical microscopy (OM) and WSI. Validation of WSI for FS diagnosis from a remote site, i.e. home, was performed by 5 pathologists. Cases were scanned using a portable scanner (Grundium Ocus®40) and previewed on consumer-grade computer devices through a web-based browser (http://grundium.net). Clinical data and diagnostic reports were shared through a google spreadsheet. The diagnostic concordance, inter- and intra-observer agreement for FS diagnosis by WSI versus OM, and turnaround time (TAT), were recorded. Results: The overall diagnostic accuracy for OM and WSI (from home) was 98.2% (range 97%-100%) and 97.6% (range 95%-99%), respectively, when compared with the reference standard. Almost perfect inter-observer (k = 0.993) and intra-observer (k = 0.987) agreement for WSI was observed by 4 pathologists. Pathologists used consumer-grade laptops/desktops with an average screen size of 14.58 inches (range = 12.3-17.7 inches) and a network speed of 64 megabits per second (range: 10-90 Mbps). The mean diagnostic assessment time per case for OM and WSI was 1:48 min and 5:54 min, respectively. Mean TAT of 27.27 min per case was observed using WSI from home. Seamless connectivity was observed in approximately 75% of cases. Conclusion: This study validates the role of WSI for remote FS diagnosis for its safe and efficient adoption in clinical use.

9.
Arch Suicide Res ; 27(4): 1163-1179, 2023.
Article En | MEDLINE | ID: mdl-35959776

OBJECTIVE: As the second most populous country in the world, India accounts for over 20% of the global suicide deaths. Notably, young adults make up 38% of those who die by suicide in India. Yet, the literature on factors associated with suicide within this age group in India is limited. The Interpersonal Theory of Suicide (IPTS) posits thwarted belongingness and perceived burdensomeness as constructs that heighten the risk for suicide. Testing mechanisms that may mediate the relationship between common stressors for young adults in India, such as academic expectations, and suicidal ideation are important to better understand factors contributing to suicide risk within this country. METHOD: Indian college students (N = 432, Mage = 19.41, 73.1% male) completed questionnaires on academic expectations, thwarted belongingness, perceived burdensomeness, collectivism, and suicidal ideation. RESULTS: Current suicidal ideation was endorsed at a rate of 38%. Academic expectancy from the self, perceived burdensomeness, and thwarted belongingness was significantly associated with suicidal ideation. The only significantly mediated pathway was academic expectancy from others to suicidal ideation through perceived burdensomeness. Collectivism was not a significant moderator in the model. DISCUSSION: The sample endorsed high rates of suicidal ideation, highlighting the need for culturally appropriate interventions. Thwarted belongingness, perceived burdensomeness, and academic expectations from oneself may be relevant treatment targets for reducing suicidal ideation among college students in India.HIGHLIGHTSOver one-third of Indian university students endorsed suicidal ideation.Suicidal ideation related to one's own more than others' academic expectations.Results offer support for the Interpersonal Theory of Suicide within this context.

10.
BMC Biol ; 20(1): 224, 2022 10 08.
Article En | MEDLINE | ID: mdl-36209159

BACKGROUND: Fungi produce a wide range of specialized metabolites (SMs) involved in biotic interactions. Pathways for the production of SMs are often encoded in clusters of tightly arranged genes identified as biosynthetic gene clusters. Such gene clusters can undergo horizontal gene transfers between species and rapid evolutionary change within species. The acquisition, rearrangement, and deletion of gene clusters can generate significant metabolome diversity. However, the genetic basis underlying variation in SM production remains poorly understood. RESULTS: Here, we analyzed the metabolite production of a large population of the fungal pathogen of wheat, Zymoseptoria tritici. The pathogen causes major yield losses and shows variation in gene clusters. We performed untargeted ultra-high performance liquid chromatography-high resolution mass spectrometry to profile the metabolite diversity among 102 isolates of the same species. We found substantial variation in the abundance of the detected metabolites among isolates. Integrating whole-genome sequencing data, we performed metabolite genome-wide association mapping to identify loci underlying variation in metabolite production (i.e., metabolite-GWAS). We found that significantly associated SNPs reside mostly in coding and gene regulatory regions. Associated genes encode mainly transport and catalytic activities. The metabolite-GWAS identified also a polymorphism in the 3'UTR region of a virulence gene related to metabolite production and showing expression variation. CONCLUSIONS: Taken together, our study provides a significant resource to unravel polymorphism underlying metabolome diversity within a species. Integrating metabolome screens should be feasible for a range of different plant pathogens and help prioritize molecular studies.


Genome-Wide Association Study , Metabolome , 3' Untranslated Regions , Chromosome Mapping , Metabolome/genetics , Plant Diseases/microbiology , Triticum/genetics , Triticum/microbiology
11.
Natl J Maxillofac Surg ; 13(2): 201-207, 2022.
Article En | MEDLINE | ID: mdl-36051793

Background: The aim of the study is to compare intubating conditions and hemodynamic changes during awake fiber-optic intubation (AFOI) using midazolam and fentanyl versus dexmedetomidine in cases of difficult airway. Materials and Methods: A randomized prospective study was conducted in the department of oral and maxillofacial surgery, with a total of 60 patients, 18-55 years of age, ASA class I-II, of either sex with anticipated difficult airway planned for elective surgery. They were divided into two groups; group I patients received 1 µg/kg of dexmedetomidine and then an infusion of 0.5 to 0.7 µg/kg/hr of dexmedetomidine, whereas group II patients received 1 µg/kg of intra-venous (iv) fentanyl and 0.05 mg/kg of iv midazolam with additional doses of 0.02 mg/kg to achieve a Ramsay Sedation Scale score of ≥2. The ease of placement of the fiber-optic scope and the endotracheal tube and the patient's reaction to placement of the fiber-optic scope were assessed on a scale of 1-4 and were recorded as endoscopist satisfaction score and patient discomfort score, respectively. Results: The endoscopy time ranged from 2.66 ± 1.00 (group I) to 3.90 ± 0.96 (group II) minutes and was found to be statistically significant (p < 0.05). Also, the patient discomfort score was recorded during endoscopy (1-4) and ranged from 1.3 ± 0.53 (group I) and 2.33 ± 0.66 (group II) and was found to be statistically significant (p value < 0.05). Patients undergoing the procedure who received dexmedetomidine were thus more comfortable than those who received fentanyl and midazolam combination. Conclusion: Dexmedetomidine provided better intubating conditions, patient tolerance, higher endoscopist satisfaction, and reduced hemodynamic responses compared to fentanyl and midazolam combinations. Also, the major advantage of dexmeditomidine for preservation of airway with a lesser degree of respiratory depression allows for safer use of AFOI in cases of difficult airway.

12.
Proc Natl Acad Sci U S A ; 119(32): e2123433119, 2022 08 09.
Article En | MEDLINE | ID: mdl-35917350

We demonstrate that a neural network pretrained on text and fine-tuned on code solves mathematics course problems, explains solutions, and generates questions at a human level. We automatically synthesize programs using few-shot learning and OpenAI's Codex transformer and execute them to solve course problems at 81% automatic accuracy. We curate a dataset of questions from Massachusetts Institute of Technology (MIT)'s largest mathematics courses (Single Variable and Multivariable Calculus, Differential Equations, Introduction to Probability and Statistics, Linear Algebra, and Mathematics for Computer Science) and Columbia University's Computational Linear Algebra. We solve questions from a MATH dataset (on Prealgebra, Algebra, Counting and Probability, Intermediate Algebra, Number Theory, and Precalculus), the latest benchmark of advanced mathematics problems designed to assess mathematical reasoning. We randomly sample questions and generate solutions with multiple modalities, including numbers, equations, and plots. The latest GPT-3 language model pretrained on text automatically solves only 18.8% of these university questions using zero-shot learning and 30.8% using few-shot learning and the most recent chain of thought prompting. In contrast, program synthesis with few-shot learning using Codex fine-tuned on code generates programs that automatically solve 81% of these questions. Our approach improves the previous state-of-the-art automatic solution accuracy on the benchmark topics from 8.8 to 81.1%. We perform a survey to evaluate the quality and difficulty of generated questions. This work automatically solves university-level mathematics course questions at a human level and explains and generates university-level mathematics course questions at scale, a milestone for higher education.


Mathematics , Neural Networks, Computer , Problem Solving , Humans , Massachusetts , Universities
13.
Eur Heart J Case Rep ; 6(1): ytab502, 2022 Jan.
Article En | MEDLINE | ID: mdl-35047746

BACKGROUND: Caseous mitral annular calcification (MAC) is an under-diagnosed division of calcific mitral valve disease that has recently been reported to have increased propensity for embolic disease. Early recognition of this entity as a cause of embolic disease can lead to prevention of occlusive vascular disease and long-standing complications. CASE SUMMARY: We present the case of a patient with end-stage renal disease who presented for evaluation of chest pain and was found to have ST-segment myocardial infarction. Despite thrombectomy and stenting, he had multiple recurrent events, and imaging evaluation demonstrated caseous MAC with mobile components. He was taken for surgical replacement of the mitral valve, with pathology confirming diagnosis. DISCUSSION: Caseous MAC may represent an increased risk of embolic disease. Better understanding of this pathology and it's propensity for embolic disease will be important to best determine treatment plans and timing of operative intervention.

14.
Catheter Cardiovasc Interv ; 99(4): 1289-1299, 2022 03.
Article En | MEDLINE | ID: mdl-35066986

OBJECTIVE: We sought to determine trends in percutaneous transluminal angioplasty (PTA) versus non-PTA interventions over time, as well as factors that influence the decision for non-PTA intervention. BACKGROUND: Although the optimal strategy for revascularization in patients with below-the-knee (BTK) chronic limb-threatening ischemia (CLTI) remains under investigation, PTA has been the preferred endovascular approach. Recently, there has been an increase in the use of non-PTA approaches for revascularization. METHODS: We performed a retrospective analysis of the Vascular Quality Initiative. Between 2011 and 2020, a total of 23,850 procedures corresponding to 33,098 arteries in 19,404 patients with CLTI were included. After application of exclusion criteria and removal of missing variables, 18,644 arteries were included in the study cohort. The primary analysis was factors associated with receiving non-PTA intervention. Secondary analysis included trends in PTA versus non-PTA intervention over time. RESULTS: Throughout the study period, the majority of interventions (72%) were PTA alone. The percentage of non-PTA interventions, on a per-artery basis, increased over the study period from 18% to 33%, p < 0.01. Advanced age, increasing TransAtlantic Inter-Society Consensus classification, and concomitant above-the-knee disease were associated with an increased likelihood for non-PTA intervention. In contrast, longer lesion length, insulin-dependent diabetes mellitus, bilateral disease, and discharge to location other than home were associated with an increased likelihood of PTA. CONCLUSIONS: We observed a significant increase in the percentage of non-PTA interventions for patients with CLTI requiring BTK interventions over the last decade, with lesion- and patient-specific characteristics associated with the type of endovascular approach.


Angioplasty, Balloon , Peripheral Arterial Disease , Angioplasty, Balloon/adverse effects , Chronic Limb-Threatening Ischemia , Humans , Ischemia/diagnostic imaging , Ischemia/therapy , Limb Salvage/methods , Peripheral Arterial Disease/diagnostic imaging , Peripheral Arterial Disease/therapy , Retrospective Studies , Risk Factors , Treatment Outcome , Vascular Patency
15.
Multimed Tools Appl ; 81(16): 22215-22246, 2022.
Article En | MEDLINE | ID: mdl-35002470

A chatbot is emerged as an effective tool to address the user queries in automated, most appropriate and accurate way. Depending upon the complexity of the subject domain, researchers are employing variety of soft-computing techniques to make the chatbot user-friendly. It is observed that chatbots have flooded the globe with wide range of services including ordering foods, suggesting products, advising for insurance policies, providing customer support, giving financial assistance, schedule meetings etc. However, public administration based services wherein chatbot intervention influence the most, is not explored yet. This paper discuses about artificial intelligence based chatbots including their applications, challenges, architecture and models. It also talks about evolution of chatbots starting from Turing Test and Rule-based chatbots to advanced Artificial Intelligence based Chatbots (AI-Chatbots). AI-Chatbots are providing much kind of services, which this paper outlines into two main aspects including customer based services and public administration based services. The purpose of this survey is to understand and explore the possibility of customer & public administration services based chatbot. The survey demonstrates that there exist an immense potential in the AI assisted chatbot system for providing customer services and providing better governance in public administration services.

16.
Mol Neurobiol ; 59(4): 2363-2377, 2022 Apr.
Article En | MEDLINE | ID: mdl-35080759

Oxygen glucose deprivation (OGD) of brain cells is the commonest in vitro model of ischemic stroke that is used extensively for basic and preclinical stroke research. Protein mass spectrometry is one of the most promising and rapidly evolving technologies in biomedical research. A systems-level understanding of cell-type-specific responses to oxygen and glucose deprivation without systemic influence is a prerequisite to delineate the response of the neurovascular unit following ischemic stroke. In this systematic review, we summarize the proteomics studies done on different OGD models. These studies have followed an expression or interaction proteomics approach. They have been primarily used to understand the cellular pathophysiology of ischemia-reperfusion injury or to assess the efficacy of interventions as potential treatment options. We compile the limitations of OGD model and downstream proteomics experiment. We further show that despite having limitations, several proteins shortlisted as altered in in vitro OGD-proteomics studies showed comparable regulation in ischemic stroke patients. This showcases the translational potential of this approach for therapeutic target and biomarker discovery. We next discuss the approaches that can be adopted for cell-type-specific validation of OGD-proteomics results in the future. Finally, we briefly present the research questions that can be addressed by OGD-proteomics studies using emerging techniques of protein mass spectrometry. We have also created a web resource compiling information from OGD-proteomics studies to facilitate data sharing for community usage. This review intends to encourage preclinical stroke community to adopt a hypothesis-free proteomics approach to understand cell-type-specific responses following ischemic stroke.


Brain Ischemia , Ischemic Stroke , Reperfusion Injury , Stroke , Brain Ischemia/metabolism , Glucose/metabolism , Humans , Oxygen/metabolism , Proteomics , Reperfusion Injury/metabolism , Stroke/metabolism
17.
Vascular ; 30(2): 206-216, 2022 Apr.
Article En | MEDLINE | ID: mdl-33900842

OBJECTIVE: To characterize the association of preoperative functional performance status based on Eastern Cooperative Oncology Group (ECOG) scoring with the risk of adverse cardiovascular events, vascular events, and mortality in patients undergoing EVAR and TEVAR. METHODS: Retrospective review of the Society for Vascular Surgery Vascular Quality Initiative, a large, multi-center, registry database was performed. All individuals undergoing EVAR (n = 18,730) and TEVAR (n = 6595) for non-ruptured aortic pathologies between 2014 and 2018 were eligible for analysis. Multivariable logistic regression was used to determine the association of pre-procedure ECOG functional performance status on risk of in-hospital adverse cardiovascular events, vascular events, and mortality. RESULTS: The number of operations complicated by adverse cardiovascular and vascular events was 480 (2.6%) and 190 (1.0%) for EVAR and 733 (11.1%) and 219 (3.3%) for TEVAR, respectively. There were 118 (0.6%) and 240 (3.6%) in-hospital deaths following EVAR and TEVAR, respectively. Patients with ECOG grades 3 or 4 undergoing EVAR were at increased risk of cardiovascular events (OR = 1.62; 95% CI = 1.09, 2.41) and one-year mortality (HR = 2.62; 95% CI = 1.92, 3.57) compared to those with ECOG grade 0. Patients undergoing TEVAR with ECOG grade 3 or 4 were at increased risk for both inpatient death (OR = 2.77; 95% CI = 1.56, 4.9) and one-year mortality (HR = 3.27, 95% CI = 2.06, 5.21). ECOG status was not associated with an increased risk of adverse vascular events following either EVAR or TEVAR. CONCLUSIONS: Poor preoperative functional status as assessed by ECOG score is associated with an increased risk of adverse postoperative cardiovascular events following EVAR and a higher mortality risk following both EVAR and TEVAR. Functional status assessment may be useful for risk stratification and determining procedural candidacy prior to EVAR and TEVAR.


Aortic Aneurysm, Abdominal , Blood Vessel Prosthesis Implantation , Endovascular Procedures , Aortic Aneurysm, Abdominal/surgery , Humans , Physical Functional Performance , Postoperative Complications , Retrospective Studies , Risk Assessment , Risk Factors , Treatment Outcome
18.
Chemosphere ; 288(Pt 2): 132589, 2022 Feb.
Article En | MEDLINE | ID: mdl-34678344

Photosynthetic microbial fuel cells (PMFCs) with microalgae have huge potential for treating wastewater while simultaneously converting light energy into electrical energy. The efficiency of such cells directly depends on algal growth, which depends on light intensity. Higher light intensity results in increased potential as well as enhancement in generation of biomass rich in biopolymers. Such biopolymers are produced either by microbes at anode and algae at cathode or vice versa. The biopolymers recovered from these biological sources can be added in wastewater alone or in combination with nanomaterials to act as nanoadsorbents. These nanoadsorbents further increase the efficiency of PMFC by removing the pollutants like metals and dyes. In this review firstly the effect of different light intensities on the growth of microalgae, importance of diatoms in a PMFC and their impact on PMFCs efficiencies have been narrated. Secondly recovery of biopolymers from different biological sources and their role in removal of metals, dyes along with their impact on circular bioeconomy have been discussed. Thereafter bottlenecks and future perspectives in this field of research have been narrated.


Bioelectric Energy Sources , Environmental Pollutants , Microalgae , Biomass , Biopolymers
19.
JAMA Netw Open ; 4(12): e2136014, 2021 12 01.
Article En | MEDLINE | ID: mdl-34860245

Importance: The use of statins in patients with symptomatic peripheral artery disease remains suboptimal despite strong clinical practice guideline recommendations; however, it is unknown whether rates are associated with substantial improvements after lower extremity revascularization. Objective: To report longitudinal trends of statin use in patients with peripheral artery disease undergoing lower extremity revascularization and to identify the clinical and procedural characteristics associated with prescriptions for new statin therapy at discharge. Design, Setting, and Participants: This was a retrospective cross-sectional study using data from the Vascular Quality Initiative registry of patients who underwent lower extremity peripheral artery disease revascularization from January 1, 2014, through December 31, 2019. The Vascular Quality Initiative is a multicenter registry database including academic and community-based hospitals throughout the US. Patients aged 18 years or older undergoing lower extremity revascularization with available statin data (preprocedure and postprocedure) were included. Those not receiving statin therapy for medical reasons were excluded from final analyses. Exposures: Patients undergoing lower extremity revascularization for whom statin therapy is indicated. Main Outcomes and Measures: Multivariate logistic regression was used to determine the clinical and procedural characteristics associated with new statin prescription for patients not already taking a statin preprocedure. The overall rates of statin prescription as well as rates of new statin prescription at discharge were determined. In addition, the clinical, demographic, and procedural characteristics associated with new statin prescription were analyzed. Results: There were 172 025 procedures corresponding to 125 791 patients (mean [SD] age, 67.7 [11.0] years; 107 800 men [62.7%]; and 135 405 White [78.7%]) included in the analysis. Overall rates of statin prescription at discharge improved from 17 299 of 23 093 (75%) in 2014 to 29 804 of 34 231 (87%) in 2019. However, only 12 790 of 42 020 patients (30%) not already taking a statin at the time of revascularization during the study period were newly discharged with a statin medication. New statin prescription rates were substantially lower after endovascular intervention (7745 of 29 581 [26%]) than after lower extremity bypass (5045 of 12 439 [41%]). Body mass index of 30 or greater (odds ratio [OR], 1.13; 95% CI, 1.04-1.24; P < .001), diabetes (diet-controlled vs no diabetes, OR, 1.22; 95% CI, 1.05-1.41; P = .01), smoking (current vs never, OR, 1.32; 95% CI, 1.21-1.45; P < .001), hypertension (OR, 1.19; 95% CI, 1.09-1.29; P < .001), and coronary heart disease (OR, 1.26; 95% CI, 1.17-1.35; P < .001) were associated with an increased likelihood of new statin prescription after endovascular intervention, whereas female sex, older age, antiplatelet use, and prior peripheral revascularization were associated with a decreased likelihood. Conclusions and Relevance: In this cross-sectional study, although statin use was associated with a substantial improvement after lower extremity revascularization, more than two-thirds of patients not already taking a statin preprocedure remained not taking a statin at discharge. Further investigations to understand the clinical implications of these findings and develop clinician- and system-based interventions are needed.


Drug Prescriptions/statistics & numerical data , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Peripheral Arterial Disease/therapy , Practice Patterns, Physicians'/statistics & numerical data , Vascular Surgical Procedures/statistics & numerical data , Aged , Cross-Sectional Studies , Female , Humans , Logistic Models , Lower Extremity/blood supply , Lower Extremity/surgery , Male , Middle Aged , Postoperative Period , Registries , Retrospective Studies , United States
20.
Microb Genom ; 7(10)2021 10.
Article En | MEDLINE | ID: mdl-34617882

Pathogens cause significant challenges to global food security. On annual crops, pathogens must re-infect from environmental sources in every growing season. Fungal pathogens have evolved mixed reproductive strategies to cope with the distinct challenges of colonizing growing plants. However, how pathogen diversity evolves during growing seasons remains largely unknown. Here, we performed a deep hierarchical sampling in a single experimental wheat field infected by the major fungal pathogen Zymoseptoria tritici. We analysed whole genome sequences of 177 isolates collected from 12 distinct cultivars replicated in space at three time points of the growing season to maximize capture of genetic diversity. The field population was highly diverse with 37 SNPs per kilobase, a linkage disequilibrium decay within 200-700 bp and a high effective population size. Using experimental infections, we tested a subset of the collected isolates on the dominant cultivar planted in the field. However, we found no significant difference in virulence of isolates collected from the same cultivar compared to isolates collected on other cultivars. About 20 % of the isolate genotypes were grouped into 15 clonal groups. Pairs of clones were disproportionally found at short distances (<5 m), consistent with experimental estimates for per-generation dispersal distances performed in the same field. This confirms predominant leaf-to-leaf transmission during the growing season. Surprisingly, levels of clonality did not increase over time in the field although reproduction is thought to be exclusively asexual during the growing season. Our study shows that the pathogen establishes vast and stable gene pools in single fields. Monitoring short-term evolutionary changes in crop pathogens will inform more durable strategies to contain diseases.


Ascomycota/genetics , Fungi/genetics , High-Throughput Nucleotide Sequencing , Plant Diseases/microbiology , Ascomycota/classification , Ascomycota/isolation & purification , Genotype , Phylogeny , Plant Leaves/microbiology , Polymorphism, Genetic , Polymorphism, Single Nucleotide , Reproduction , Virulence/genetics , Whole Genome Sequencing
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