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1.
BMC Anesthesiol ; 24(1): 302, 2024 Aug 31.
Article in English | MEDLINE | ID: mdl-39217317

ABSTRACT

OBJECTIVE: Cervical epidural steroid injections (ESIs) can provide effective pain management for patients suffering from chronic neck pain due to various pathological changes of the cervical spine. There are several rare adverse effects reported from interventional pain procedures, including persistent hiccups ("singultus"). Based on a limited number of cases, we propose a modified treatment algorithm for this adverse outcome (Fig. 3). CASE REPORT: Singultus has been documented as an adverse effect of interventional pain procedures, including epidural steroid, facet joint, and sacroiliac joint injections. We describe the case of a general contractor who presented to our clinic with chronic neck pain and central canal stenosis. The patient received an uncomplicated lumbar ESI in the past and was recommended for a cervical interlaminar ESI. After an uneventful C6-C7 interlaminar ESI with dexamethasone, 1% lidocaine, and normal saline the patient developed singultus. Baclofen was sent to his pharmacy, but this was unsuccessful at alleviating his hiccups. The patient was subsequently started on chlorpromazine and found relief from his symptomatology. CONCLUSION: Persistent hiccups after ESI or interventional pain procedures can be treated with conservative measures and non-pharmacologic methods, with escalation to therapy with baclofen, gabapentin, pregabalin, metoclopramide, chlorpromazine, other antipsychotic or antidopaminergic agents, and possible dual or triple therapy if further indicated.


Subject(s)
Hiccup , Neck Pain , Humans , Injections, Epidural/adverse effects , Male , Hiccup/chemically induced , Neck Pain/drug therapy , Dexamethasone/administration & dosage , Dexamethasone/adverse effects , Middle Aged , Chronic Pain/drug therapy
2.
Can J Infect Dis Med Microbiol ; 2022: 3913439, 2022.
Article in English | MEDLINE | ID: mdl-36081603

ABSTRACT

According to the Public Health Agency of Canada, approximately 62,050 people were living with HIV in Canada in 2018, and of those, 13% were undiagnosed. Currently, no single strategy provides complete protection or is universally effective across all demographic groups at risk for HIV. However, HIV preexposure prophylaxis (PrEP) is the newest HIV prevention strategy that shows promise. To date, two products have received an indication for PrEP by Health Canada: emtricitabine/tenofovir disoproxil fumarate (Truvada®; FTC/TDF) and emtricitabine/tenofovir alafenamide (Descovy®; FTC/TAF). Despite the high efficacy of these PrEP intervention methods, access to PrEP in Canada remains low. Identifying and addressing barriers to PrEP access, especially in high-risk groups, are necessary to reduce HIV transmission in Canada. While guidelines published by the Center for Disease Control and Prevention (CDC) include FTC/TAF information, the efficacy of FTC/TAF for PrEP has not yet been considered in Canada's clinical practice guidelines. Thus, the current paper reviews data regarding the use of FTC/TDF and FTC/TAF for PrEP, which may be useful for Canadian healthcare providers when counseling and implementing HIV prevention methods. The authors highlight these data in relation to various at-risk populations and review ongoing clinical trials investigating novel PrEP agents. Overall, FTC/TDF PrEP is effective for many populations, including men who have sex with men, transgender women, heterosexuals with partners living with HIV, and people who use drugs. While there is fewer data reported on the efficacy of FTC/TAF to date, recent clinical trials have demonstrated noninferiority of FTC/TAF in comparison to FTC/TDF. Notably, as studies have shown that FTC/TAF maintains renal function and bone mineral density to a greater extent than FTC/TDF, FTC/TAF may be a safer option for patients experiencing renal and/or bone dysfunction, for those at risk of renal and bone complications, and for those who develop FTC/TDF-related adverse events.

3.
J Biomed Inform ; 115: 103673, 2021 03.
Article in English | MEDLINE | ID: mdl-33486067

ABSTRACT

The COVID-19 pandemic is an unprecedented challenge to the biomedical research community at the intersection of great uncertainty due to the novelty of the virus and extremely high stakes due to the large global death count. The global quarantine shut-downs complicated scientific matters because many laboratories were closed down unless they were actively doing COVID-19 related research, making repurposing of activities difficult for many biomedical researchers. Biomedical informaticians, who have been primarily able to continue their research through remote work and video conferencing, have been able to maintain normal activities. In addition to continuing ongoing studies, there has been great grass roots interest in helping in the fight against COVID-19. In this commentary, we describe several projects that arose from this desire to help, and the lessons that the authors learned along the way. We then offer some insights into how these lessons might be applied to make scientific progress be more efficient in future crisis scenarios.


Subject(s)
Biomedical Research , COVID-19/epidemiology , Medical Informatics , COVID-19/virology , Humans , SARS-CoV-2/isolation & purification
4.
Am J Kidney Dis ; 76(1): 144-147, 2020 07.
Article in English | MEDLINE | ID: mdl-32387022

ABSTRACT

We report a case of a patient who developed dialysis-requiring acute kidney injury (AKI) after the use of canagliflozin. A 66-year-old man with type 2 diabetes who was recovering from left knee septic arthritis at a rehabilitation facility was admitted with oliguric AKI 5 days after starting treatment with canagliflozin, an inhibitor of sodium/glucose cotransporter 2 (SGLT2). The patient presented with hematuria, non-nephrotic-range proteinuria, and serum creatinine level of 6.8 (baseline, 1.1-1.3) mg/dL. There was no recent use of radiocontrast agents or exposure to other nephrotoxins. The patient subsequently required hemodialysis. Due to recent antibiotic use (ampicillin-sulbactam), acute interstitial nephritis was considered in the differential diagnosis. Kidney biopsy was performed, which showed the presence of osmotic nephropathy. The patient's kidney function returned to baseline after 2 weeks of hemodialysis. This case provides evidence of an association of osmotic nephropathy with the use of canagliflozin and discusses potential mechanisms. We recommend kidney biopsy for cases of severe AKI associated with SGLT2 inhibitors to better understand the relationship of this complication with the use of this class of medications.


Subject(s)
Acute Kidney Injury/chemically induced , Acute Kidney Injury/diagnostic imaging , Canagliflozin/adverse effects , Nephrosis/chemically induced , Nephrosis/diagnostic imaging , Sodium-Glucose Transporter 2 Inhibitors/adverse effects , Acute Kidney Injury/metabolism , Aged , Diuretics, Osmotic/adverse effects , Humans , Male , Nephrosis/metabolism
6.
Am J Nephrol ; 50(4): 262-271, 2019.
Article in English | MEDLINE | ID: mdl-31473734

ABSTRACT

BACKGROUND: Collaborative management of kidney disease relies on coordinated and effective partnerships between multiple provider teams. Siloed care contributes to limited access between physicians, resulting in delays in the diagnosis and treatment of kidney disease and inappropriate use of healthcare resources. These gaps contribute to dissatisfied and disempowered providers and patients. Digital systems such as eConsult can support collaborative management and address these gaps, thereby streamlining the consultation and referral process between primary care physicians (PCPs) and nephrologists. In this study, we evaluated an established eConsult platform integrated with a central triage process for a network of PCPs and nephrologists. The study aimed to assess the acceptability, feasibility, and impact on access to nephrology when using eConsult integrated into the management of kidney disease between PCPs and nephrologists. METHODS: We conducted a 1-year pilot study and used mixed methods to measure the acceptability and feasibility of using eConsult for the management of kidney disease. We compared eConsult and traditional referrals with respect to types of consultation, referrals, and times to response to determine impact on access to kidney care. We conducted semi-structured interviews of PCPs and nephrologists to assess physician experience. RESULTS: From January 8, 2018, to January 11, 2019, 52 PCPs and 23 nephrologists participated in the study, with 250 traditional referrals and 106 eConsults submitted during that period. The median response time for eConsult was 15 (3-64) h, with 25% originating outside the central Toronto region. The median time to first clinic appointment from a traditional referral was 4 months (111 [61-163] days). PCP and nephrologist interviews revealed high user satisfaction, citing efficiency and timely response as key facilitators. CONCLUSION: The eConsult platform was acceptable, feasible, and facilitated access to nephrology care compared to traditional referrals. Physicians report improvements in physician care delivery, nephrology care gaps, patient experience, and healthcare utilization.


Subject(s)
Interdisciplinary Communication , Kidney Diseases/therapy , Nephrology/organization & administration , Patient Care Team/organization & administration , Referral and Consultation , Health Services Accessibility , Humans , Internet , Nephrology/methods , Ontario , Patient Satisfaction , Pilot Projects , Primary Health Care/methods , Retrospective Studies , Software , Telemedicine
7.
Med Teach ; 40(8): 850-854, 2018 08.
Article in English | MEDLINE | ID: mdl-30009648

ABSTRACT

An essential component of expertise is a clinician's ability to adapt to uncertain, complex, or novel situations while maintaining their competence in routine situations. Adaptive expertise provides a framework for understanding and developing experts who have the skills to effectively balance and support these dimensions of work using both procedural and conceptual knowledge. It is important for educators to understand that often the training which fosters adaptive expertise does not require new tools or approaches, but rather a reconceptualization of training using many of the same instruction and assessment formats already available. The twelve tips discussed in this paper showcase ways in which education can be transformed to support the development of adaptive expertise including the significance of instruction that combines various forms for knowledge, the value of productive struggle, and shifting the design of assessments to support learning and performance beyond retention and direct application.


Subject(s)
Education, Medical/methods , Educational Measurement/methods , Formative Feedback , User-Computer Interface , Benchmarking , Big Data , Clinical Competence , Clinical Decision-Making , Curriculum , Humans , Interprofessional Relations , Learning , Program Development
8.
Am J Kidney Dis ; 66(6): 993-1005, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26253993

ABSTRACT

BACKGROUND: Early accurate detection of acute kidney injury (AKI) occurring after cardiac surgery may improve morbidity and mortality. Although several novel biomarkers have been developed for the early detection of AKI, their clinical utility in the critical intraoperative and immediate postoperative period remains unclear. STUDY DESIGN: Systematic review and meta-analysis. SETTING & POPULATION: Adult patients having cardiac surgery. SELECTION CRITERIA FOR STUDIES: EMBASE, CINAHL, Cochrane Library, Scopus, and PubMed from January 1990 until January 2015 were systematically searched for cohort studies reporting the utility of novel biomarkers for the early diagnosis of AKI after adult cardiac surgery. Reviewers extracted data for study design, population, timing of biomarker measurement and AKI occurrence, biomarker performance (area under the receiver operating characteristic curve [AUROC]), and risk of bias. INDEX TESTS: Novel urine, plasma, and serum AKI biomarkers, measured intraoperatively and in the early postoperative period (<24 hours). REFERENCE TESTS: AKI was defined according to the RIFLE, AKIN, or 2012 KDIGO criteria. RESULTS: We found 28 studies reporting intraoperative and/or early postoperative measurement of urine (n=23 studies) or plasma or serum (n=12 studies) biomarkers. Only 4 of these studies measured biomarkers intraoperatively. Overall, intraoperative discrimination by the urine biomarkers neutrophil gelatinase-associated lipocalin (NGAL) and kidney injury marker 1 (KIM-1) demonstrated AUROCs<0.70, whereas N-acetyl-ß-d-glucosaminidase (NAG) and cystatin C had AUROCs<0.75. In the immediate 24-hour postoperative period, the urine biomarkers NGAL (16 studies), KIM-1 (6 studies), and liver-type fatty acid binding protein (6 studies) exhibited composite AUROCs of 0.69 to 0.72. The composite AUROCs for postoperative urine cystatin C, NAG, and interleukin 18 were ≤0.70. Similarly, the composite AUROCs for postoperative plasma NGAL (6 studies) and cystatin-C (5 studies) were <0.70. LIMITATIONS: Heterogeneous AKI definitions. CONCLUSIONS: In adults, known urinary, plasma, and serum biomarkers of AKI possess modest discrimination at best when measured within 24 hours of cardiac surgery.


Subject(s)
Acute Kidney Injury/blood , Acute Kidney Injury/urine , Cardiac Surgical Procedures/adverse effects , Postoperative Complications/blood , Postoperative Complications/urine , Acetylglucosaminidase/blood , Acetylglucosaminidase/urine , Acute Kidney Injury/diagnosis , Biomarkers/blood , Biomarkers/urine , Creatinine/blood , Creatinine/urine , Cystatin C/blood , Cystatin C/urine , Fatty Acid-Binding Proteins/blood , Fatty Acid-Binding Proteins/urine , Humans , Postoperative Complications/diagnosis , Predictive Value of Tests
10.
Comput Stat Data Anal ; 72: 77-91, 2014 Apr.
Article in English | MEDLINE | ID: mdl-25435599

ABSTRACT

For the analysis of longitudinal data with nonignorable and nonmonotone missing responses, a full likelihood method often requires intensive computation, especially when there are many follow-up times. The authors propose and explore a Monte Carlo method, based on importance sampling, for approximating the maximum likelihood estimators. The finite-sample properties of the proposed estimators are studied using simulations. An application of the proposed method is also provided using longitudinal data on peptide intensities obtained from a proteomics experiment of trauma patients.

11.
Adv Kidney Dis Health ; 31(4): 334-345, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39084759

ABSTRACT

Amyloidosis is a complex group of rare disorders characterized by the deposition of misfolded proteins in the extracellular space of various tissues and organs, leading to progressive organ dysfunction. The kidneys constitute a very common site affected, most notably by immunoglobulin-mediated (light chain, heavy chain, and light and heavy chain amyloidosis), but other types that include serum amyloid A (AA) amyloidosis and leukocyte chemotactic factor 2 amyloidosis, along with mutant proteins in several hereditary forms of amyloidosis such as transthyretin, fibrinogen α-chain, gelsolin, lysozyme, and apolipoproteins AI/AII/AIV/CII/CIII amyloidosis have been incriminated as well. The clinical presentation is variable and can range from minimal proteinuria for leukocyte chemotactic factor 2 amyloidosis to a full-blown nephrotic syndrome for AA amyloidosis. Clinical correlation, genetic analysis, and adequate tissue typing through a kidney biopsy are essential to make the correct diagnosis, especially when a family history of amyloidosis is absent. Except for AA and transthyretin amyloidosis, the treatment is usually purely supportive. Kidney transplantation is an acceptable form of treatment for end-stage kidney disease in all types of non-Ig-mediated renal amyloidosis.


Subject(s)
Amyloidosis , Humans , Amyloidosis/diagnosis , Amyloidosis/genetics , Amyloidosis/immunology , Amyloidosis/metabolism , Kidney Diseases/diagnosis , Kidney Diseases/pathology , Kidney Diseases/genetics , Kidney Diseases/etiology , Kidney Diseases/metabolism , Kidney Transplantation , Kidney/pathology , Kidney/metabolism , Kidney/immunology , Serum Amyloid A Protein
12.
Acad Med ; 99(11): 1191-1198, 2024 Nov 01.
Article in English | MEDLINE | ID: mdl-39109663

ABSTRACT

PURPOSE: Professional identity development (PID) has become an important focus of medical education. To date, contributions of basic science education to physician PID have not been broadly explored. This review explores the literature surrounding the contribution of basic science education to the PID of medical learners and interprets findings critically in terms of the landscapes of practice (LoP) framework. METHOD: In this critical scoping review, the authors searched 12 different databases and professional organization websites from January 1988 to October 2022 for references relating to how, if at all, the basic science component of medical education contributes to the PID of medical learners. The LoP learning theory was chosen as a framework for critically interpreting the identified articles. RESULTS: Of the 6,674 identified references, 257 met the inclusion criteria. After data extraction, content analysis of recorded key findings was used to ensure all findings were incorporated into the synthesis. Findings aligned with and were critically interpreted in relation to the 3 LoP modes of identification: engagement (engaging in the work of a physician), imagination (imagining oneself becoming a "good doctor"), and alignment (aligning with the practices and expectations of a medical community or specialty). Within each mode of identification, it was possible to see how basic science may support, or catalyze, PID and how basic science may serve as a barrier, or an inhibitor, to PID or contribute to the development of negative aspects of identity development. CONCLUSIONS: The LoP learning theory suggests that the effect of basic science on physicians' PID is most effective if educators view themselves as guides through interfaces between their scientific disciplines and medicine. Learners need opportunities to be engaged, to imagine how their current learning activities and developing skills will be useful as future physicians, and to feel alignment with medical specialties.


Subject(s)
Education, Medical , Humans , Education, Medical/methods , Social Identification , Students, Medical/psychology , Science/education , Learning
13.
Crit Care Med ; 41(6): 1421-34, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23507713

ABSTRACT

OBJECTIVES: Emerging proteomics techniques can be used to establish proteomic outcome signatures and to identify candidate biomarkers for survival following traumatic injury. We applied high-resolution liquid chromatography-mass spectrometry and multiplex cytokine analysis to profile the plasma proteome of survivors and nonsurvivors of massive burn injury to determine the proteomic survival signature following a major burn injury. DESIGN: Proteomic discovery study. SETTING: Five burn hospitals across the United States. PATIENTS: Thirty-two burn patients (16 nonsurvivors and 16 survivors), 19-89 years old, were admitted within 96 hours of injury to the participating hospitals with burns covering more than 20% of the total body surface area and required at least one surgical intervention. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We found differences in circulating levels of 43 proteins involved in the acute-phase response, hepatic signaling, the complement cascade, inflammation, and insulin resistance. Thirty-two of the proteins identified were not previously known to play a role in the response to burn. Interleukin-4, interleukin-8, granulocyte macrophage colony-stimulating factor, monocyte chemotactic protein-1, and ß2-microglobulin correlated well with survival and may serve as clinical biomarkers. CONCLUSIONS: These results demonstrate the utility of these techniques for establishing proteomic survival signatures and for use as a discovery tool to identify candidate biomarkers for survival. This is the first clinical application of a high-throughput, large-scale liquid chromatography-mass spectrometry-based quantitative plasma proteomic approach for biomarker discovery for the prediction of patient outcome following burn, trauma, or critical illness.


Subject(s)
Blood Proteins/analysis , Burns/blood , Burns/mortality , Cytokines/blood , Inflammation Mediators/blood , Proteomics/methods , Adult , Aged , Aged, 80 and over , Biomarkers , Blood Proteins/metabolism , Burn Units , Burns/diagnosis , Cytokines/metabolism , Female , Humans , Inflammation Mediators/metabolism , Male , Mass Spectrometry , Middle Aged , Prognosis , Proteome/metabolism
14.
ACS Omega ; 8(7): 6708-6719, 2023 Feb 21.
Article in English | MEDLINE | ID: mdl-36844608

ABSTRACT

Lightweight and flexible gas sensors are essentially required for the fast detection of toxic gases to pass on the early warning to deter accident situations caused by gas leakage. In view of this, we have fabricated a thin paper-like free-standing, flexible, and sensitive carbon nanotube (CNT) aerogel gas sensor. The CNT aerogel film synthesized by the floating catalyst chemical vapor deposition method consists of a tiny network of long CNTs and ∼20% amorphous carbon. The pores and defect density of the CNT aerogel film were tuned by heating at 700 °C to obtain a sensor film, which showed excellent sensitivity for toxic NO2 and methanol gas in the concentration range of 1-100 ppm with a remarkable limit of detection ∼90 ppb. This sensor has consistently responded to toxic gas even after bending and crumpling the film. Moreover, the film heat-treated at 900 °C showed a lower response with opposite sensing characteristics due to switching of the semiconductor nature of the CNT aerogel film to n-type from p-type. The annealing temperature-based adsorption switching can be related to a type of carbon defect in the CNT aerogel film. Therefore, the developed free-standing, highly sensitive, and flexible CNT aerogel sensor paves the way for a reliable, robust, and switchable toxic gas sensor.

15.
Med J Malaysia ; 66(4): 376-8, 2011 Oct.
Article in English | MEDLINE | ID: mdl-22299566

ABSTRACT

We report a case of rhinocerebral mucormycosis in a 31 year old immunocompetent female presenting initially like acute rhinosinusitis with nasal stuffiness, severe headache, vomiting who soon developed isolated right lateral rectus palsy. Computed tomography (CT) scan of the Post-Nasal Spaces(PNS) showed an ill defined expansile heterogenous density mass in the sphenoid with extension into the ethmoids, nasal cavity, optic canal, superior orbital fissure, clivus and right temporal lobe with signal void in Magnetic Resonance Imaging (MRI). The debris and polypoid mucosa obtained on nasal endoscopy revealed mucormycosis on histopathologic examination. The patient was managed with urgent surgical debridement and medical management.


Subject(s)
Abducens Nerve Diseases/etiology , Brain Diseases/etiology , Mucormycosis/complications , Nose Diseases/etiology , Adult , Female , Humans
16.
BMJ Case Rep ; 14(9)2021 Sep 06.
Article in English | MEDLINE | ID: mdl-34489258

ABSTRACT

A 62-year-old woman with a history of end-stage renal disease on haemodialysis, essential hypertension and type 2 diabetes mellitus was diagnosed with sepsis and placed on 600 mg oral linezolid every 12 hours and 1 g intravenous ceftriaxone every 24 hours. Blood cultures grew Streptococcus dysgalactiae, and she was switched to intravenous ceftriaxone 2 g daily. Platelet counts slowly trended down after starting ceftriaxone reaching 5 K/µL on day 12 of treatment. Ceftriaxone was discontinued and heparin-induced thrombocytopaenia was ruled out. She was switched to vancomycin and her platelet count improved. Given the temporal relationship between changing platelet counts and starting and discontinuing ceftriaxone, a diagnosis of drug-induced thrombocytopaenia was made.


Subject(s)
Diabetes Mellitus, Type 2 , Pharmaceutical Preparations , Thrombocytopenia , Ceftriaxone/adverse effects , Diabetes Mellitus, Type 2/drug therapy , Female , Humans , Middle Aged , Streptococcus , Thrombocytopenia/chemically induced
17.
Biosens Bioelectron ; 191: 113480, 2021 Nov 01.
Article in English | MEDLINE | ID: mdl-34242998

ABSTRACT

We report the development of an ultrasensitive label-free DNA biosensor device with fully integrated standalone carbon nanotube (CNT) aerogel electrode. The multi-directional tenuous network of clustered CNT embedding into the CNT aerogel electrode demonstrates linear ohmic and near isotropic electrical properties, thereby providing high sensitivity for nucleic acid detection. Using this device, the target DNA hybridization is detected by a quantifiable change in the electrochemical impedance, with a distinct response to the single-stranded probe alone or double-stranded target-probe complex. The target DNA is specifically detected with limit of detection (LoD) of 1 pM with a turnaround time of less than 20 min, which is unprecedented for a miniaturized CNT aerogel sensor and impedance spectroscopy without an intermediate DNA amplification step. Moreover, this system is able to differentiate between the closely related target sequences by the distinct impedance response rendering it highly specific. To the best of our knowledge, this is the first report showing the use of standalone bare CNT aerogel electrode without any substrate support, coupled with electrochemical impedance spectroscopy, for the detection of DNA hybridization. Altogether, the results show that our system is fast, sensitive and specific for label-free rapid direct DNA detection, promising a novel avenue for bio-sensing.


Subject(s)
Biosensing Techniques , Nanotubes, Carbon , DNA/genetics , Electrochemical Techniques , Limit of Detection , Nucleic Acid Hybridization
18.
Clin Kidney J ; 14(10): 2158-2165, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34603693

ABSTRACT

Intravitreal vascular endothelial growth factor (VEGF) receptor blockade is used for a variety of retinal pathologies. These include age-related macular degeneration (AMD), diabetic macular edema (DME) and central retinal vein obstruction. Reports of absorption of intravitreal agents into systemic circulation have increased in number and confirmation of depletion of VEGF has been confirmed. Increasingly there are studies and case reports showing worsening hypertension, proteinuria, renal dysfunction and glomerular disease. The pathognomonic findings of systemic VEGF blockade, thrombotic microangiopathies (TMAs), are also being increasingly reported. One lesion that occurs in conjunction with TMAs that has been described is collapsing focal segmental glomerulosclerosis (cFSGS). cFSGS has been postulated to occur due to TMA-induced chronic glomerular hypoxia. In this updated review we discuss the mechanistic, pharmacological, epidemiological and clinical evidence of intravitreal VEGF toxicity. We review cases of biopsy-proven toxicity presented by our group and other investigators. We also present the third reported case of cFSGS in the setting of intravitreal VEGF blockade with a chronic TMA component that was crucially found on biopsy. This patient is a 74-year-old nondiabetic male receiving aflibercept for AMD. Of the two prior cases of cFSGS in the setting of VEGF blockade, one had AMD and the other had DME. This case solidifies the finding of cFSGS and its association with chronic TMA as a lesion that may be frequently encountered in patients receiving intravitreal VEGF inhibitors.

19.
Lancet Digit Health ; 3(2): e115-e123, 2021 02.
Article in English | MEDLINE | ID: mdl-33358138

ABSTRACT

Ambient intelligence is increasingly finding applications in health-care settings, such as helping to ensure clinician and patient safety by monitoring staff compliance with clinical best practices or relieving staff of burdensome documentation tasks. Ambient intelligence involves using contactless sensors and contact-based wearable devices embedded in health-care settings to collect data (eg, imaging data of physical spaces, audio data, or body temperature), coupled with machine learning algorithms to efficiently and effectively interpret these data. Despite the promise of ambient intelligence to improve quality of care, the continuous collection of large amounts of sensor data in health-care settings presents ethical challenges, particularly in terms of privacy, data management, bias and fairness, and informed consent. Navigating these ethical issues is crucial not only for the success of individual uses, but for acceptance of the field as a whole.


Subject(s)
Ambient Intelligence , Bioethical Issues , Data Management/ethics , Patient Care/ethics , Telemedicine/ethics , Telemetry/ethics , Algorithms , Data Collection , Digital Technology , Documentation/methods , Health Personnel , Humans , Informed Consent , Machine Learning , Patient Care/methods , Patient Safety , Practice Guidelines as Topic , Privacy , Quality of Health Care , Telemedicine/methods , Telemetry/methods , Wearable Electronic Devices
20.
BMC Bioinformatics ; 11 Suppl 1: S8, 2010 Jan 18.
Article in English | MEDLINE | ID: mdl-20122245

ABSTRACT

BACKGROUND: The large amount of high-throughput genomic data has facilitated the discovery of the regulatory relationships between transcription factors and their target genes. While early methods for discovery of transcriptional regulation relationships from microarray data often focused on the high-throughput experimental data alone, more recent approaches have explored the integration of external knowledge bases of gene interactions. RESULTS: In this work, we develop an algorithm that provides improved performance in the prediction of transcriptional regulatory relationships by supplementing the analysis of microarray data with a new method of integrating information from an existing knowledge base. Using a well-known dataset of yeast microarrays and the Yeast Proteome Database, a comprehensive collection of known information of yeast genes, we show that knowledge-based predictions demonstrate better sensitivity and specificity in inferring new transcriptional interactions than predictions from microarray data alone. We also show that comprehensive, direct and high-quality knowledge bases provide better prediction performance. Comparison of our results with ChIP-chip data and growth fitness data suggests that our predicted genome-wide regulatory pairs in yeast are reasonable candidates for follow-up biological verification. CONCLUSION: High quality, comprehensive, and direct knowledge bases, when combined with appropriate bioinformatic algorithms, can significantly improve the discovery of gene regulatory relationships from high throughput gene expression data.


Subject(s)
Algorithms , Oligonucleotide Array Sequence Analysis/methods , Transcription, Genetic , Databases, Protein , Gene Regulatory Networks , Knowledge Bases , Proteome/analysis , Saccharomyces cerevisiae/genetics
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