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1.
BMC Health Serv Res ; 24(1): 218, 2024 Feb 16.
Article in English | MEDLINE | ID: mdl-38365631

ABSTRACT

BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) describes a spectrum of chronic fattening of liver that can lead to fibrosis and cirrhosis. Diabetes has been identified as a major comorbidity that contributes to NAFLD progression. Health systems around the world make use of administrative data to conduct population-based prevalence studies. To that end, we sought to assess the accuracy of diabetes International Classification of Diseases (ICD) coding in administrative databases among a cohort of confirmed NAFLD patients in Calgary, Alberta, Canada. METHODS: The Calgary NAFLD Pathway Database was linked to the following databases: Physician Claims, Discharge Abstract Database, National Ambulatory Care Reporting System, Pharmaceutical Information Network database, Laboratory, and Electronic Medical Records. Hemoglobin A1c and diabetes medication details were used to classify diabetes groups into absent, prediabetes, meeting glycemic targets, and not meeting glycemic targets. The performance of ICD codes among these groups was compared to this standard. Within each group, the total numbers of true positives, false positives, false negatives, and true negatives were calculated. Descriptive statistics and bivariate analysis were conducted on identified covariates, including demographics and types of interacted physicians. RESULTS: A total of 12,012 NAFLD patients were registered through the Calgary NAFLD Pathway Database and 100% were successfully linked to the administrative databases. Overall, diabetes coding showed a sensitivity of 0.81 and a positive predictive value of 0.87. False negative rates in the absent and not meeting glycemic control groups were 4.5% and 6.4%, respectively, whereas the meeting glycemic control group had a 42.2% coding error. Visits to primary and outpatient services were associated with most encounters. CONCLUSION: Diabetes ICD coding in administrative databases can accurately detect true diabetic cases. However, patients with diabetes who meets glycemic control targets are less likely to be coded in administrative databases. A detailed understanding of the clinical context will require additional data linkage from primary care settings.


Subject(s)
Diabetes Mellitus, Type 2 , Non-alcoholic Fatty Liver Disease , Humans , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Non-alcoholic Fatty Liver Disease/complications , Non-alcoholic Fatty Liver Disease/diagnosis , Non-alcoholic Fatty Liver Disease/epidemiology , Comorbidity , Patient Discharge , Alberta/epidemiology
2.
Drug Saf ; 47(1): 1-22, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37874451

ABSTRACT

The relative treatment benefit of a drug for patients during development, marketing authorization review, or after approval includes an assessment of the risk of drug-induced liver injury (DILI). In this article, the Pharmacovigilance and Risk Mitigation Working Group of the IQ-DILI Initiative launched in June 2016 within the International Consortium for Innovation and Quality in Pharmaceutical Development presents and reviews three key topics for essential risk management activities to identify, characterize, monitor, mitigate, and communicate DILI risk associated with small molecules during drug development. The three topics are: (1) Current best practices for characterizing the DILI phenotype and the severity and incidence of DILI in the treatment population, including DILI identification, prediction and recovery. (2) Characterization of the relative treatment benefit for patients who will be exposed to a drug and the attendant risk of DILI in conjunction with existing global risk mitigation strategies. (3) Implementation of risk mitigation strategies during drug development highlighting patient factors, healthcare settings and site of product administration, and prescriber and healthcare provider factors. Industry guidance is provided for assessing whether the product labeling is sufficient to minimize the risk of DILI or whether a United States Food and Drug Administration (FDA) Risk Evaluation and Mitigation Strategy (REMS) or European Medicines Agency (EMA) Risk Management Plan (RMP) with additional Risk Minimization Measures (aRMM) is needed.


The relative treatment benefit of a drug for patients during development, marketing authorization review or after approval includes an assessment of the risk of drug-induced liver injury (DILI). Reported incidences of DILI range from 0.74 to 19 per 100,000, and laboratory criteria and/or clinical outcome determine the severity of DILI. At least 10% of patients who develop jaundice caused by DILI (Hy's Law cases) develop liver failure (i.e., severe DILI). A drug's liver safety profile can be assessed using Evaluation of Drug-Induced Serious Hepatotoxicity Plots. Specific recommendations for monitoring DILI in the post-marketing setting depend on characterization of the phenotype during drug development. Risk mitigation tools include additional educational mechanisms, and risk minimization measures include Elements To Assure Safe Use (ETASU) for healthcare professionals, administration sites, and patients. The overall aim of risk management is to ensure that the benefit of a particular product exceeds the risks as far as possible for the individual patient and for the target population.


Subject(s)
Chemical and Drug Induced Liver Injury , Risk Management , United States , Humans , Risk Assessment , Chemical and Drug Induced Liver Injury/epidemiology , Chemical and Drug Induced Liver Injury/etiology , Chemical and Drug Induced Liver Injury/prevention & control , Pharmaceutical Preparations , Risk Factors
3.
Cell Rep ; 42(11): 113354, 2023 11 28.
Article in English | MEDLINE | ID: mdl-37917586

ABSTRACT

The study of fallopian tube (FT) function in health and disease has been hampered by limited knowledge of FT stem cells and lack of in vitro models of stem cell renewal and differentiation. Using optimized organoid culture conditions to address these limitations, we find that FT stem cell renewal is highly dependent on WNT/ß-catenin signaling and engineer endogenous WNT/ß-catenin signaling reporter organoids to biomark, isolate, and characterize these cells. Using functional approaches, as well as bulk and single-cell transcriptomics analyses, we show that an endogenous hormonally regulated WNT7A-FZD5 signaling axis is critical for stem cell renewal and that WNT/ß-catenin pathway-activated cells form a distinct transcriptomic cluster of FT cells enriched in extracellular matrix (ECM) remodeling and integrin signaling pathways. Overall, we provide a deep characterization of FT stem cells and their molecular requirements for self-renewal, paving the way for mechanistic work investigating the role of stem cells in FT health and disease.


Subject(s)
Fallopian Tubes , beta Catenin , Female , Humans , beta Catenin/metabolism , Fallopian Tubes/metabolism , Transcriptome/genetics , Stem Cells/metabolism , Wnt Signaling Pathway , Organoids/metabolism , Wnt Proteins/genetics , Wnt Proteins/metabolism , Frizzled Receptors/metabolism
4.
Microbiol Spectr ; 11(4): e0060023, 2023 08 17.
Article in English | MEDLINE | ID: mdl-37358448

ABSTRACT

Persistent methicillin-resistant Staphylococcus aureus (MRSA) endovascular infections represent a serious public health threat. We recently demonstrated that the presence of a novel prophage ϕSA169 was associated with vancomycin (VAN) treatment failure in experimental MRSA endocarditis. In this study, we assessed the role of a ϕSA169 gene, ϕ80α_gp05 (gp05), in VAN-persistent outcome using gp05 isogenic MRSA strain sets. Of note, Gp05 significantly influences the intersection of MRSA virulence factors, host immune responses, and antibiotic treatment efficacy, including the following: (i) activity of the significant energy-yielding metabolic pathway (e.g., tricarboxylic acid cycle); (ii) carotenoid pigment production; (iii) (p)ppGpp (guanosine tetra- and pentaphosphate) production, which activates the stringent response and subsequent downstream functional factors (e.g., phenol-soluble modulins and polymorphonuclear neutrophil bactericidal activity); and (iv) persistence to VAN treatment in an experimental infective endocarditis model. These data suggest that Gp05 is a significant virulence factor which contributes to the persistent outcomes in MRSA endovascular infection by multiple pathways. IMPORTANCE Persistent endovascular infections are often caused by MRSA strains that are susceptible to anti-MRSA antibiotics in vitro by CLSI breakpoints. Thus, the persistent outcome represents a unique variant of traditional antibiotic resistance mechanisms and a significant therapeutic challenge. Prophage, a critical mobile genetic element carried by most MRSA isolates, provides their bacterial host with metabolic advantages and resistance mechanisms. However, how prophage-encoded virulence factors interact with the host defense system and antibiotics, driving the persistent outcome, is not well known. In the current study, we demonstrated that a novel prophage gene, gp05, significantly impacts tricarboxylic acid cycle activity, stringent response, and pigmentation, as well as vancomycin treatment outcome in an experimental endocarditis model using isogenic gp05 overexpression and chromosomal deletion mutant MRSA strain sets. The findings significantly advance our understanding of the role of Gp05 in persistent MRSA endovascular infection and provide a potential target for development of novel drugs against these life-threatening infections.


Subject(s)
Endocarditis , Methicillin-Resistant Staphylococcus aureus , Staphylococcal Infections , Humans , Vancomycin/therapeutic use , Methicillin-Resistant Staphylococcus aureus/genetics , Virulence Factors/genetics , Prophages/genetics , Staphylococcal Infections/drug therapy , Staphylococcal Infections/microbiology , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/therapeutic use , Anti-Bacterial Agents/metabolism , Endocarditis/microbiology , Microbial Sensitivity Tests
5.
Clin Pharmacol Drug Dev ; 12(5): 475-483, 2023 05.
Article in English | MEDLINE | ID: mdl-36942508

ABSTRACT

Pexidartinib, an oral small molecule inhibitor of the colony-stimulating factor 1 receptor, is approved for treatment of adults with symptomatic tenosynovial giant cell tumor associated with severe morbidity or functional limitations and not amenable to improvement with surgery. The original dosing regimen is 400 mg of pexidartinib (2 × 200-mg capsules) twice daily, administered on an empty stomach at least 1 hour before or 2 hours after a meal or snack. Because pexidartinib is likely to be taken over an extended period of time, the ability to take pexidartinib with a meal would simplify timing of administration and potentially improve compliance. Since administering 400 mg of pexidartinib with a low-fat meal increases exposure by ≈60% relative to the fasted state, administering 250 mg of pexidartinib with a low-fat meal (low-fat meal dosing regimen) was predicted to achieve an exposure similar to 400 mg administered during a fasted state (original dosing regimen). Based on clinical trial simulations with two one-sided t-tests and bootstrapping (ie, resampling) analyses, a bioequivalence study (n = 24) would have >90% power to conclude that the original dosing regimen (400 mg fasted twice daily) and the low-fat meal dosing regimen (250 mg with a low-fat meal twice daily) are bioequivalent. This report provides the outcome of the implementation of the model-informed drug development strategy to recommend and justify a low-fat meal dosing regimen for pexidartinib that has the potential to improve patient compliance while maintaining drug exposure.


Subject(s)
Aminopyridines , Drug Development , Adult , Humans , Pharmaceutical Preparations , Healthy Volunteers
6.
Int J Mol Sci ; 24(3)2023 Feb 02.
Article in English | MEDLINE | ID: mdl-36769164

ABSTRACT

Epigenetic DNA modification by 5-hydroxymethylcytosine (5hmC), generated by the Ten-eleven translocation (TET) dioxygenases, regulates diverse biological functions in many organ tissues, including the mammalian eye. For example, 5hmC has been shown to be involved in epigenetic regulation of retinal gene expression. However, a functional role of 5hmC in corneal differentiation has not been investigated to date. Here, we examined 5hmC and TET function in the human cornea. We found 5hmC highly expressed in MUC16-positive terminally differentiated cells that also co-expressed the 5hmC-generating enzyme TET2. TET2 knockdown (KD) in cultured corneal epithelial cells led to significant reductions of 5hmC peak distributions and resulted in transcriptional repression of molecular pathways involved in corneal differentiation, as evidenced by downregulation of MUC4, MUC16, and Keratin 12. Additionally, integrated TET2 KD RNA-seq and genome-wide Reduced Representation Hydroxymethylation Profiling revealed novel epigenetically regulated genes expressed by terminally differentiated cells, including KRT78, MYEOV, and MAL. In aggregate, our findings reveal a novel function of TET2 in the epigenetic regulation of corneal epithelial gene expression and identify novel TET2-controlled genes expressed in differentiated corneal epithelial cells. These results point to potential roles for TET2 induction strategies to enhance treatment of corneal diseases associated with abnormal epithelial maturation.


Subject(s)
Dioxygenases , Epigenesis, Genetic , Humans , 5-Methylcytosine/metabolism , Cell Differentiation/genetics , Cornea/metabolism , Dioxygenases/genetics , Dioxygenases/metabolism , DNA Methylation , DNA-Binding Proteins/metabolism , Mammals/metabolism , Proto-Oncogene Proteins/metabolism
7.
Transpl Infect Dis ; 24(3): e13826, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35334150

ABSTRACT

In preparation of a clinical trial of norovirus treatment, there were concerns raised by FDA about risk of self-storage of stool from patients infected with norovirus affecting quantitative assessments of norovirus RNA. Specifically, most home freezers are frost-free and may expose the samples to multiple rounds of freeze-thaw. Stool samples collected by the study team were stored at different lengths in a frost-free freezer and at -80°C. Quantitative PCRs of norovirus were performed on all samples using the same assay. By all measures, there was no significant change in measured viral load with home storage.


Subject(s)
Caliciviridae Infections , Norovirus , Feces , Humans , Norovirus/genetics , RNA, Viral/analysis , RNA, Viral/genetics , Real-Time Polymerase Chain Reaction , Viral Load
8.
Future Oncol ; 18(13): 1595-1607, 2022 Apr.
Article in English | MEDLINE | ID: mdl-35105158

ABSTRACT

For drugs with enhanced serious safety risks, Risk Evaluation and Mitigation Strategy (REMS) may be required. Pexidartinib is approved for treatment of adult symptomatic tenosynovial giant cell tumor (TGCT) associated with severe morbidity or functional limitations and not amenable to improvement with surgery. Its approval was conditional on its prescription via a mandatory REMS due to serious and potentially fatal liver injury seen in clinical trials. Turalio® REMS aims to mitigate this risk by ensuring provider education on pexidartinib use and required REMS components, prescriber adherence to baseline and periodic monitoring, and enrolling patients in a registry to further assess safe use and acute, chronic and irreversible hepatotoxicity. Through Turalio REMS, benefits of treating patients with pexidartinib may be preserved.


For drugs with serious side effects, specific safety measures may be put in place to manage these serious side effects in the form of Risk Evaluation and Mitigation Strategy (REMS) programs. Pexidartinib (Turalio®) is approved for treatment of adults who have symptoms of severe tenosynovial giant cell tumor or have limitations in function that do not improve with surgery. Turalio® has an REMS program because liver injuries that can be serious or fatal were seen in Pexidartinib clinical trials. This program aims to decrease the seriousness of the liver injuries by assuring doctors and pharmacists are educated on how to use the drug, patients are advised of this potential risk and that baseline and periodic monitoring of patients are conducted.


Subject(s)
Giant Cell Tumor of Tendon Sheath , Risk Evaluation and Mitigation , Adult , Aminopyridines/therapeutic use , Giant Cell Tumor of Tendon Sheath/drug therapy , Humans , Pyrroles/therapeutic use , United States , United States Food and Drug Administration
9.
mBio ; 12(3): e0149021, 2021 06 29.
Article in English | MEDLINE | ID: mdl-34182782

ABSTRACT

Microsporidia are a large group of fungus-related obligate intracellular parasites. Though many microsporidia species have been identified over the past 160 years, depiction of the full diversity of this phylum is lacking. To systematically describe the characteristics of these parasites, we created a database of 1,440 species and their attributes, including the hosts they infect and spore characteristics. We find that microsporidia have been reported to infect 16 metazoan and 4 protozoan phyla, with smaller phyla being underrepresented. Most species are reported to infect only a single host, but those that are generalists are also more likely to infect a broader set of host tissues. Strikingly, polar tubes are threefold longer in species that infect tissues besides the intestine, suggesting that polar tube length is a determinant of tissue specificity. Phylogenetic analysis revealed four clades which each contain microsporidia that infect hosts from all major habitats. Although related species are more likely to infect similar hosts, we observe examples of changes in host specificity and convergent evolution. Taken together, our results show that microsporidia display vast diversity in their morphology and the hosts they infect, illustrating the flexibility of these parasites to evolve new traits. IMPORTANCE Microsporidia are a large group of parasites that cause death and disease in humans and many agriculturally important animal species. To fully understand the diverse properties of these parasites, we curated species reports from the last 160 years. Using these data, we describe when and where microsporidia were identified and what types of animals and host tissues these parasites infect. Microsporidia infect hosts using a conserved apparatus known as the polar tube. We observe that the length of this tube is correlated with the tissues that are being infected, suggesting that the polar tube controls where within the animals that the parasite infects. Finally, we show that microsporidia species often exist in multiple environments and are flexible in their ability to evolve new traits. Our study provides insight into the ecology and evolution of microsporidia and provides a useful resource to further understand these fascinating parasites.


Subject(s)
Databases, Factual , Ecology , Genetic Variation , Microsporidia/genetics , Phenotype , Animals , Host Specificity , Humans , Microsporidia/classification
10.
CJC Open ; 3(5): 639-645, 2021 May.
Article in English | MEDLINE | ID: mdl-34036259

ABSTRACT

BACKGROUND: The initiatives of precision medicine and learning health systems require databases with rich and accurately captured data on patient characteristics. We introduce the Clinical Registry, AdminisTrative Data and Electronic Medical Records (CREATE) database, which includes linked data from 4 population databases: Alberta Provincial Project for Outcome Assessment in Coronary Heart Disease (APPROACH; a national clinical registry), Sunrise Clinical Manager (SCM) electronic medical record (city-wide), the Discharge Abstract Database (DAD), and the National Ambulatory Care Reporting System (NACRS). The intent of this work is to introduce a cardiovascular-specific database for pursuing precision health activities using big data analytics. METHODS: We used deterministic data linkage to link SCM electronic medical record data to APPROACH clinical registry data using patient identifier variables. The APPROACH-SCM data set was subsequently linked to DAD and NACRS to obtain inpatient and outpatient cohort data. We further validated the quality of the linkage, where applicable, in these databases by comparing against the Alberta Health Insurance Care Plan registry database. RESULTS: We achieved 99.96% linkage across these 4 databases. Currently, there are 30,984 patients with 35,753 catheterizations in the CREATE database. The inpatient cohort contained 65.75% (20,373/30,984) of the patient sample, whereas the outpatient cohort contained 29.78% (9226/30,984). The infrastructure and the process to update and expand the database has been established. CONCLUSIONS: CREATE is intended to serve as a database for supporting big data analytics activities surrounding cardiac precision health. The CREATE database will be managed by the Centre for Health Informatics at the University of Calgary, and housed in a secure high-performance computing environment.


CONTEXTE: Les initiatives en matière de médecine de précision et les systèmes de santé apprenants ont besoin de bases de données riches et exactes sur les caractéristiques des patients. Nous présentons ici la base de données CREATE ( C linical Re gistry, A dminis t rative Data and E lectronic Medical Records), qui regroupe les données couplées de quatre bases de données populationnelles : le registre clinique national APPROACH ( A lberta P rovincial Pr oject for O utcome A ssessment in C oronary H eart Disease), le système de gestion des dossiers médicaux électroniques SCM (Sunrise Clinical Manager, utilisé à l'échelle municipale), la Base de données sur les congés des patients (BDCP), et le Système national d'information sur les soins ambulatoires (SNISA). Notre objectif est d'offrir une base de données portant précisément sur les maladies cardiovasculaires, afin de soutenir les activités en santé de précision nécessitant l'analyse de mégadonnées. MÉTHODOLOGIE: Nous avons utilisé une méthode de couplage déterministe pour apparier les données du système SCM à celles du registre APPROACH à l'aide de variables d'identification des patients. L'ensemble de données SCM-APPROACH a ensuite été couplé aux données de la BDCP et du SNISA, afin d'obtenir les données des cohortes des patients hospitalisés et des patients ambulatoires. Lorsque c'était possible, nous avons en outre validé la qualité du couplage en comparant les données à celles de la base de données du Régime d'assurance maladie de l'Alberta. RÉSULTATS: Nous avons obtenu un taux de couplage de 99,96 % pour les quatre bases de données. À l'heure actuelle, la base de données CREATE compte 30 984 patients ayant subi 35 753 cathétérismes. La cohorte des patients hospitalisés représente 65,75 % (20 373/30 984) de l'échantillon, tandis que la cohorte des patients ambulatoires représente 29,78 % (9226/30 984). L'infrastructure et le processus de mise à jour et d'expansion de la base de données ont été définis. CONCLUSIONS: La base de données CREATE est destinée à soutenir les activités d'analyse de mégadonnées nécessaires à la santé cardiaque de précision. Elle sera gérée par le Centre for Health Informatics de l'Université de Calgary et hébergée dans un environnement informatique à haut rendement sécurisé.

11.
CMAJ Open ; 8(2): E370-E376, 2020.
Article in English | MEDLINE | ID: mdl-32414883

ABSTRACT

BACKGROUND: Identification of patients with nonalcoholic fatty liver disease (NAFLD) with advanced liver fibrosis in primary care remains an unmet need. Our primary objective was to implement a pathway driven by shear wave elastography (SWE) to facilitate risk stratification of patients with NAFLD within primary care and evaluate whether SWE assessment can reduce referrals of patients with NAFLD at low risk for fibrosis to hepatology. METHODS: A multidisciplinary NAFLD clinical care pathway was codeveloped by hepatologists, radiologists and primary care physicians in Calgary to provide access to SWE-based screening of patients with NAFLD risk factors in primary care. The study outcome measures were estimated NAFLD-related referrals to the hepatology service in Calgary after implementation of the NAFLD pathway and characteristics of patients with NAFLD at risk for advanced fibrosis. The NAFLD pathway was implemented in January 2018 and was made available to all primary care physicians in the Calgary Health Zone. Patients with NAFLD who had liver stiffness (SWE value ≥ 8.0 kPa) or an inconclusive assessment were referred to hepatology. A serum liver fibrosis score was also measured with the fibrosis-4 (FIB-4) index, and performance of an FIB-4 index score of 1.30 or greater to risk stratify patients with NAFLD was evaluated. Demographic, clinical and laboratory characteristics of study groups were compared. RESULTS: Between March and October 2018, 2084 patients with suspected NAFLD were evaluated. Nonalcoholic fatty liver disease was confirmed by ultrasonography in 1958 (94.1%). A majority of the cohort had elevated liver enzyme values (1028 [52.5%]) and obesity (body mass index ≥ 30) (1063/1764 [60.3%]). Most patients with NAFLD (1791 [91.5%]) had an SWE value less than 8.0 kPa and were not referred to hepatology. Sixty-seven patients (3.4%) had an SWE value of 8.0 kPa or more, and 100 (5.1%) had an inconclusive SWE; these patients were referred to hepatology. Using an FIB-4 index score cut-off of 1.30 would have led to hepatology referral of 396/1251 patients (31.6%). INTERPRETATION: Implementation of a primary care-accessible SWE pathway for patients with NAFLD facilitated fibrosis risk stratification and greatly reduced hepatology referrals. Using the FIB-4 index score alone would led to higher rates of referral of patients with NAFLD.


Subject(s)
Non-alcoholic Fatty Liver Disease/epidemiology , Non-alcoholic Fatty Liver Disease/etiology , Aged , Biomarkers , Canada/epidemiology , Critical Pathways , Cross-Sectional Studies , Disease Susceptibility , Elasticity Imaging Techniques , Female , Fibrosis , Humans , Male , Middle Aged , Non-alcoholic Fatty Liver Disease/diagnosis , Non-alcoholic Fatty Liver Disease/therapy , Risk Assessment , Risk Factors , Ultrasonography
12.
J Card Fail ; 26(7): 610-617, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32304875

ABSTRACT

BACKGROUND: Surveillance and outcome studies for heart failure (HF) require accurate identification of patients with HF. Algorithms based on International Classification of Diseases (ICD) codes to identify HF from administrative data are inadequate owing to their relatively low sensitivity. Detailed clinical information from electronic medical records (EMRs) is potentially useful for improving ICD algorithms. This study aimed to enhance the ICD algorithm for HF definition by incorporating comprehensive information from EMRs. METHODS: The study included 2106 inpatients in Calgary, Alberta, Canada. Medical chart review was used as the reference gold standard for evaluating developed algorithms. The commonly used ICD codes for defining HF were used (namely, the ICD algorithm). The performance of different algorithms using the free text discharge summaries from a population-based EMR were compared with the ICD algorithm. These algorithms included a keyword search algorithm looking for HF-specific terms, a machine learning-based HF concept (HFC) algorithm, an EMR structured data based algorithm, and combined algorithms (the ICD and HFC combined algorithm). RESULTS: Of 2106 patients, 296 (14.1%) were patients with HF as determined by chart review. The ICD algorithm had 92.4% positive predictive value (PPV) but low sensitivity (57.4%). The EMR keyword search algorithm achieved a higher sensitivity (65.5%) than the ICD algorithm, but with a lower PPV (77.6%). The HFC algorithm achieved a better sensitivity (80.0%) and maintained a reasonable PPV (88.9%) compared with the ICD algorithm and the keyword algorithm. An even higher sensitivity (83.3%) was reached by combining the HFC and ICD algorithms, with a lower PPV (83.3%). The structured EMR data algorithm reached a sensitivity of 78% and a PPV of 54.2%. The combined EMR structured data and ICD algorithm had a higher sensitivity (82.4%), but the PPV remained low at 54.8%. All algorithms had a specificity ranging from 87.5% to 99.2%. CONCLUSIONS: Applying natural language processing and machine learning on the discharge summaries of inpatient EMR data can improve the capture of cases of HF compared with the widely used ICD algorithm. The utility of the HFC algorithm is straightforward, making it easily applied for HF case identification.


Subject(s)
Heart Failure , International Classification of Diseases , Algorithms , Electronic Health Records , Heart Failure/diagnosis , Heart Failure/epidemiology , Heart Failure/therapy , Humans , Natural Language Processing
13.
Proc Math Phys Eng Sci ; 475(2228): 20190232, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31534426

ABSTRACT

Tuned mass dampers (TMDs), in which a reaction mass is attached to a structural system via a spring-parallel-damper connection, are commonly used in a wide range of applications to suppress deleterious vibrations. Recently, a mass-included absorber layout with an inerter element, termed the tuned mass damper inerter (TMDI), was introduced, showing significant performance benefits on vibration suppression. However, there are countless mass-included absorber layouts with springs, dampers and inerters, which could potentially provide more preferred dynamic properties. Currently, because there is no systematic methodology for accessing them, only an extremely limited number of mass-included absorber layouts have been investigated. This paper proposes an approach to identify optimum vibration absorbers with a reaction mass. Using this approach, a full class of absorber layouts with a reaction mass and a pre-determined number of inerters, dampers and springs connected in series and parallel, can be systematically investigated using generic Immittance-Function-Networks. The advan- tages of the proposed approach are demonstrated via a 3 d.f. structure example.

14.
Sci Signal ; 12(580)2019 05 07.
Article in English | MEDLINE | ID: mdl-31064883

ABSTRACT

Mitochondria and the endoplasmic reticulum (ER) have an intimate functional relationship due to tethering proteins that bring their membranes in close (~30 nm) apposition. One function of this interorganellar junction is to increase the efficiency of Ca2+ transfer into mitochondria, thus stimulating mitochondrial respiration. Here, we showed that the ER cation-permeant channel polycystin 2 (PC2) functions to reduce mitochondria-ER contacts. In cell culture models, PC2 knockdown led to a 50% increase in mitofusin 2 (MFN2) expression, an outer mitochondrial membrane GTPase. Live-cell super-resolution and electron microscopy analyses revealed enhanced MFN2-dependent tethering between the ER and mitochondria in PC2 knockdown cells. PC2 knockdown also led to increased ER-mediated mitochondrial Ca2+ signaling, bioenergetic activation, and mitochondrial density. Mutation or deletion of the gene encoding for PC2 results in autosomal dominant polycystic kidney disease (ADPKD), a condition characterized by numerous fluid-filled cysts. In cell culture models and mice with kidney-specific PC2 knockout, knockdown of MFN2 rescued defective mitochondrial Ca2+ transfer and diminished cell proliferation in kidney cysts. Consistent with these results, cyst-lining epithelial cells from human ADPKD kidneys had a twofold increase in mitochondria and MFN2 expression. Our data suggest that PC2 normally serves to limit key mitochondrial proteins at the ER-mitochondrial interface and acts as a checkpoint for mitochondrial biogenesis and bioenergetics. Loss of this regulation may contribute to the increased oxidative metabolism and aberrant cell proliferation typical of kidney cysts in ADPKD.


Subject(s)
Calcium/metabolism , Energy Metabolism , GTP Phosphohydrolases/metabolism , Mitochondria/metabolism , Signal Transduction , TRPP Cation Channels/metabolism , Animals , Cells, Cultured , Endoplasmic Reticulum/metabolism , GTP Phosphohydrolases/genetics , Gene Expression Regulation , Humans , LLC-PK1 Cells , Mice, Knockout , Polycystic Kidney, Autosomal Dominant/genetics , Polycystic Kidney, Autosomal Dominant/metabolism , RNA Interference , Swine , TRPP Cation Channels/genetics
15.
Proc Natl Acad Sci U S A ; 116(24): 12066-12071, 2019 06 11.
Article in English | MEDLINE | ID: mdl-31142652

ABSTRACT

The primary cilium permits compartmentalization of specific signaling pathways, including elements of the Hedgehog (Hh) pathway. Hh transcriptional activity is thought to be negatively regulated by constitutively high ciliary cAMP maintained by the Gα(s)-coupled GPCR, GPR161. However, cilia also sequester many other Gα(s)-coupled GPCRs with unknown potential to regulate Hh. Here we used biosensors optimized for ciliary cAMP and strategies to isolate signals in the cilium from the cell body and neighboring cells. We found that ciliary cAMP was not elevated relative to cellular cAMP, inconsistent with constitutive cAMP production. Gα(s)-coupled GPCRs (e.g., the 5-HT6 serotonin and D1R dopamine receptor) had reduced ability to generate cAMP upon trafficking to the ciliary membrane. However, activation of the Hh pathway restored or amplified GPCR function to permit cAMP elevation selectively in the cilium. Hh therefore enables its own local GPCR-dependent cAMP regulatory circuit. Considering that GPCRs comprise much of the druggable genome, these data suggest alternative strategies to modify Hh signaling.


Subject(s)
Cilia/metabolism , Cyclic AMP/metabolism , Hedgehog Proteins/metabolism , Receptors, G-Protein-Coupled/metabolism , Signal Transduction/physiology , Up-Regulation/physiology , Animals , Cell Line , Mice , NIH 3T3 Cells , Receptors, Dopamine/metabolism , Serotonin/metabolism
16.
BMC Emerg Med ; 18(1): 36, 2018 10 25.
Article in English | MEDLINE | ID: mdl-30558573

ABSTRACT

BACKGROUND: Physician chart documentation can facilitate patient care decisions, reduce treatment errors, and inform health system planning and resource allocation activities. Although accurate and complete patient chart data supports quality and continuity of patient care, physician documentation often varies in terms of timeliness, legibility, clarity and completeness. While many educational and other approaches have been implemented in hospital settings, the extent to which these interventions can improve the quality of documentation in emergency departments (EDs) is unknown. METHODS: We conducted a systematic review to assess the effectiveness of approaches to improve ED physician documentation. Peer reviewed electronic databases, grey literature sources, and reference lists of included studies were searched to March 2015. Studies were included if they reported on outcomes associated with interventions designed to enhance the quality of physician documentation. RESULTS: Nineteen studies were identified that report on the effectiveness of interventions to improve physician documentation in EDs. Interventions included audit/feedback, dictation, education, facilitation, reminders, templates, and multi-interventions. While ten studies found that audit/feedback, dictation, pharmacist facilitation, reminders, templates, and multi-pronged approaches did improve the quality of physician documentation across multiple outcome measures, the remaining nine studies reported mixed results. CONCLUSIONS: Promising approaches to improving physician documentation in emergency department settings include audit/feedback, reminders, templates, and multi-pronged education interventions. Future research should focus on exploring the impact of implementing these interventions in EDs with and without emergency medical record systems (EMRs), and investigating the potential of emerging technologies, including EMR-based machine-learning, to promote improvements in the quality of ED documentation.


Subject(s)
Documentation/standards , Emergency Service, Hospital , Physician's Role , Quality Improvement , Medical Records
17.
Oncologist ; 23(4): 401-e38, 2018 04.
Article in English | MEDLINE | ID: mdl-29593099

ABSTRACT

LESSONS LEARNED: A phase I study of the pan-class I phosphoinositide 3-kinase inhibitor pilaralisib (in capsule formulation) in advanced solid tumors established the maximum tolerated dose as 600 mg once daily.The current study investigated pilaralisib in tablet formulation.Pilaralisib tablets were associated with a favorable safety profile and preliminary antitumor activity.Based on pharmacokinetic data, the recommended phase II dose of pilaralisib tablets was established as 400 mg once daily. BACKGROUND: A phase I trial of pilaralisib, an oral pan-class I phosphoinositide 3-kinase (PI3K) inhibitor, established the maximum tolerated dose (MTD) of the capsule formulation in patients with advanced solid tumors as 600 mg once daily. This phase I study investigated pilaralisib in tablet formulation. MATERIALS AND METHODS: Patients with advanced solid tumors received pilaralisib tablets (100-600 mg once daily). Primary endpoints were MTD and safety; secondary and exploratory endpoints included pharmacokinetics (PK), pharmacodynamics, and efficacy. RESULTS: Twenty-two patients were enrolled. No dose-limiting toxicities (DLTs) were reported. The most common treatment-related adverse events were diarrhea (40.9%), fatigue (40.9%), decreased appetite (22.7%), and hyperglycemia (22.7%). Pilaralisib plasma exposure did not appear to increase dose-proportionally. Steady-state exposure was higher with pilaralisib tablet formulation at 400 mg than with pilaralisib capsule formulation at 400 or 600 mg (mean area under the curve [AUC0-24] 2,820,000 ng × h/mL vs. 2,653,000 and 1,930,000 ng × h/mL, respectively). Of 18 evaluable patients, 2 (11.1%) had a partial response (PR). CONCLUSION: Pilaralisib tablets were associated with a favorable safety profile and preliminary antitumor activity. MTD was not determined. The recommended phase II dose for pilaralisib tablets, based on PK data, was 400 mg once daily.


Subject(s)
Antineoplastic Agents/therapeutic use , Neoplasms/drug therapy , Phosphoinositide-3 Kinase Inhibitors , Protein Kinase Inhibitors/therapeutic use , Quinoxalines/therapeutic use , Sulfonamides/therapeutic use , Adult , Aged , Aged, 80 and over , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/adverse effects , Antineoplastic Agents/pharmacokinetics , Humans , Middle Aged , Neoplasm Staging , Neoplasms/pathology , Protein Kinase Inhibitors/administration & dosage , Protein Kinase Inhibitors/adverse effects , Protein Kinase Inhibitors/pharmacokinetics , Quinoxalines/administration & dosage , Quinoxalines/adverse effects , Quinoxalines/pharmacokinetics , Safety , Sulfonamides/administration & dosage , Sulfonamides/adverse effects , Sulfonamides/pharmacokinetics , Tablets , Treatment Outcome
18.
Int J Gynaecol Obstet ; 141(2): 240-244, 2018 May.
Article in English | MEDLINE | ID: mdl-29250779

ABSTRACT

OBJECTIVE: To evaluate predictor factors of persistent cytologic dysplasia and/or high-risk human papillomavirus (hrHPV) infection at 6-month follow-up and at 3-5 years during routine cervical smear testing. METHODS: The present retrospective study included data from women treated for cervical dysplasia by large loop excision of the transformation zone (LLETZ) at Ipswich Hospital, UK, between January 1 and December 31, 2012. Age, parity, smoking, status of resection margins, and previous LLETZ treatment were evaluated by multivariate analyses. RESULTS: There were 192 patients included in the study. There was no association between age (relative risk [RR] 1.0, 95% confidence interval [CI] 0.80-1.23; P>0.99), smoking (RR 1.12, 95% CI 0.79-1.59; P=0.516), or parity (RR 1.10, 95% CI 0.88-1.38; P=0.382) and abnormal cytology and/or persistent hrHPV infection at 6 months. There was an association between positive margins (RR 1.64, 95% CI 1.20-2.24; P=0.003), previous LLETZ (RR 3.48, 95% CI 1.69-7.15; P<0.001), and dyskaryosis and/or hrHPV infection at 6 months. Only previous LLETZ treatment remained associated with abnormal cytology and persistent hrHPV infection at 3-5 years (RR 6.37, 95% CI 3.56-11.3; P<0.001). CONCLUSION: Clinical factors, including age, smoking, treatment history, and status of surgical margins, could help to determine the risk of dysplasia recurrence and facilitate patient follow-up based on risk stratification.


Subject(s)
Papillomavirus Infections/virology , Uterine Cervical Dysplasia/virology , Uterine Cervical Neoplasms/virology , Adult , Aged , Cytodiagnosis , Female , Follow-Up Studies , Humans , Middle Aged , Neoplasm Recurrence, Local , Papillomavirus Infections/epidemiology , Retrospective Studies , Risk Factors , Smoking/epidemiology , Trachelectomy , Uterine Cervical Dysplasia/surgery , Uterine Cervical Dysplasia/pathology , Uterine Cervical Neoplasms/pathology , Young Adult
19.
BMJ Open ; 7(8): e016438, 2017 Aug 28.
Article in English | MEDLINE | ID: mdl-28851785

ABSTRACT

OBJECTIVE: Pressure ulcer development is a quality of care indicator, as pressure ulcers are potentially preventable. Yet pressure ulcer is a leading cause of morbidity, discomfort and additional healthcare costs for inpatients. Methods are lacking for accurate surveillance of pressure ulcer in hospitals to track occurrences and evaluate care improvement strategies. The main study aim was to validate hospital discharge abstract database (DAD) in recording pressure ulcers against nursing consult reports, and to calculate prevalence of pressure ulcers in Alberta, Canada in DAD. We hypothesised that a more inclusive case definition for pressure ulcers would enhance validity of cases identified in administrative data for research and quality improvement purposes. SETTING: A cohort of patients with pressure ulcers were identified from enterostomal (ET) nursing consult documents at a large university hospital in 2011. PARTICIPANTS: There were 1217 patients with pressure ulcers in ET nursing documentation that were linked to a corresponding record in DAD to validate DAD for correct and accurate identification of pressure ulcer occurrence, using two case definitions for pressure ulcer. RESULTS: Using pressure ulcer definition 1 (7 codes), prevalence was 1.4%, and using definition 2 (29 codes), prevalence was 4.2% after adjusting for misclassifications. The results were lower than expected. Definition 1 sensitivity was 27.7% and specificity was 98.8%, while definition 2 sensitivity was 32.8% and specificity was 95.9%. Pressure ulcer in both DAD and ET consultation increased with age, number of comorbidities and length of stay. CONCLUSION: DAD underestimate pressure ulcer prevalence. Since various codes are used to record pressure ulcers in DAD, the case definition with more codes captures more pressure ulcer cases, and may be useful for monitoring facility trends. However, low sensitivity suggests that this data source may not be accurate for determining overall prevalence, and should be cautiously compared with other prevalence studies.


Subject(s)
Clinical Coding , Databases, Factual , Pressure Ulcer/diagnosis , Referral and Consultation , Specialties, Nursing , Adolescent , Adult , Aged , Aged, 80 and over , Alberta/epidemiology , Female , Hospitals, University , Humans , Length of Stay , Male , Medical Records , Middle Aged , Pressure Ulcer/epidemiology , Prevalence , Reproducibility of Results , Risk Factors , Risk Management , Sensitivity and Specificity , Young Adult
20.
Proc Math Phys Eng Sci ; 473(2201): 20170011, 2017 May.
Article in English | MEDLINE | ID: mdl-28588407

ABSTRACT

Linear passive vibration absorbers, such as tuned mass dampers, often contain springs, dampers and masses, although recently there has been a growing trend to employ or supplement the mass elements with inerters. When considering possible configurations with these elements broadly, two approaches are normally used: one structure-based and one immittance-based. Both approaches have their advantages and disadvantages. In this paper, a new approach is proposed: the structure-immittance approach. Using this approach, a full set of possible series-parallel networks with predetermined numbers of each element type can be represented by structural immittances, obtained via a proposed general formulation process. Using the structural immittances, both the ability to investigate a class of absorber possibilities together (advantage of the immittance-based approach), and the ability to control the complexity, topology and element values in resulting absorber configurations (advantages of the structure-based approach) are provided at the same time. The advantages of the proposed approach are demonstrated through two case studies on building vibration suppression and automotive suspension design, respectively.

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