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1.
bioRxiv ; 2024 Mar 27.
Article in English | MEDLINE | ID: mdl-38585873

ABSTRACT

Lysosomal storage diseases (LSDs) comprised ~50 monogenic diseases characterized by the accumulation of cellular material in lysosomes and associated defects in lysosomal function, but systematic molecular phenotyping is lacking. Here, we develop a nanoflow-based multi-omic single-shot technology (nMOST) workflow allowing simultaneously quantify HeLa cell proteomes and lipidomes from more than two dozen LSD mutants, revealing diverse molecular phenotypes. Defects in delivery of ferritin and its autophagic receptor NCOA4 to lysosomes (ferritinophagy) were pronounced in NPC2-/- cells, which correlated with increased lyso-phosphatidylcholine species and multi-lamellar membrane structures visualized by cryo-electron-tomography. Ferritinophagy defects correlated with loss of mitochondrial cristae, MICOS-complex components, and electron transport chain complexes rich in iron-sulfur cluster proteins. Strikingly, mitochondrial defects were alleviated when iron was provided through the transferrin system. This resource reveals how defects in lysosomal function can impact mitochondrial homeostasis in trans and highlights nMOST as a discovery tool for illuminating molecular phenotypes across LSDs.

2.
Nat Cell Biol ; 26(3): 378-392, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38429475

ABSTRACT

The endoplasmic reticulum (ER) employs a diverse proteome landscape to orchestrate many cellular functions, ranging from protein and lipid synthesis to calcium ion flux and inter-organelle communication. A case in point concerns the process of neurogenesis, where a refined tubular ER network is assembled via ER shaping proteins into the newly formed neuronal projections to create highly polarized dendrites and axons. Previous studies have suggested a role for autophagy in ER remodelling, as autophagy-deficient neurons in vivo display axonal ER accumulation within synaptic boutons, and the membrane-embedded ER-phagy receptor FAM134B has been genetically linked with human sensory and autonomic neuropathy. However, our understanding of the mechanisms underlying selective removal of the ER and the role of individual ER-phagy receptors is limited. Here we combine a genetically tractable induced neuron (iNeuron) system for monitoring ER remodelling during in vitro differentiation with proteomic and computational tools to create a quantitative landscape of ER proteome remodelling via selective autophagy. Through analysis of single and combinatorial ER-phagy receptor mutants, we delineate the extent to which each receptor contributes to both the magnitude and selectivity of ER protein clearance. We define specific subsets of ER membrane or lumenal proteins as preferred clients for distinct receptors. Using spatial sensors and flux reporters, we demonstrate receptor-specific autophagic capture of ER in axons, and directly visualize tubular ER membranes within autophagosomes in neuronal projections by cryo-electron tomography. This molecular inventory of ER proteome remodelling and versatile genetic toolkit provide a quantitative framework for understanding the contributions of individual ER-phagy receptors for reshaping ER during cell state transitions.


Subject(s)
Proteome , Proteomics , Humans , Endoplasmic Reticulum/metabolism , Autophagy/physiology , Endoplasmic Reticulum Stress , Carrier Proteins/metabolism , Neurogenesis
3.
Nature ; 623(7985): 167-174, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37757899

ABSTRACT

During nutrient stress, macroautophagy degrades cellular macromolecules, thereby providing biosynthetic building blocks while simultaneously remodelling the proteome1,2. Although the machinery responsible for initiation of macroautophagy has been well characterized3,4, our understanding of the extent to which individual proteins, protein complexes and organelles are selected for autophagic degradation, and the underlying targeting mechanisms, is limited. Here we use orthogonal proteomic strategies to provide a spatial proteome census of autophagic cargo during nutrient stress in mammalian cells. We find that macroautophagy has selectivity for recycling membrane-bound organelles (principally Golgi and endoplasmic reticulum). Through autophagic cargo prioritization, we identify a complex of membrane-embedded proteins, YIPF3 and YIPF4, as receptors for Golgiphagy. During nutrient stress, YIPF3 and YIPF4 interact with ATG8 proteins through LIR motifs and are mobilized into autophagosomes that traffic to lysosomes in a process that requires the canonical autophagic machinery. Cells lacking YIPF3 or YIPF4 are selectively defective in elimination of a specific cohort of Golgi membrane proteins during nutrient stress. Moreover, YIPF3 and YIPF4 play an analogous role in Golgi remodelling during programmed conversion of stem cells to the neuronal lineage in vitro. Collectively, the findings of this study reveal prioritization of membrane protein cargo during nutrient-stress-dependent proteome remodelling and identify a Golgi remodelling pathway that requires membrane-embedded receptors.


Subject(s)
Autophagy , Golgi Apparatus , Membrane Proteins , Nutrients , Proteome , Animals , Autophagy/physiology , Autophagy-Related Protein 8 Family/metabolism , Endoplasmic Reticulum , Golgi Apparatus/metabolism , Mammals/metabolism , Membrane Proteins/metabolism , Nutrients/metabolism , Proteome/metabolism , Proteomics
4.
bioRxiv ; 2023 Nov 10.
Article in English | MEDLINE | ID: mdl-37425907

ABSTRACT

The endoplasmic reticulum (ER) employs a diverse proteome landscape to orchestrate many cellular functions ranging from protein and lipid synthesis to calcium ion flux and inter-organelle communication. A case in point concerns the process of neurogenesis: a refined tubular ER network is assembled via ER shaping proteins into the newly formed neuronal projections to create highly polarized dendrites and axons. Previous studies have suggested a role for autophagy in ER remodeling, as autophagy-deficient neurons in vivo display axonal ER accumulation within synaptic boutons, and the membrane-embedded ER-phagy receptor FAM134B has been genetically linked with human sensory and autonomic neuropathy. However, our understanding of the mechanisms underlying selective removal of ER and the role of individual ER-phagy receptors is limited. Here, we combine a genetically tractable induced neuron (iNeuron) system for monitoring ER remodeling during in vitro differentiation with proteomic and computational tools to create a quantitative landscape of ER proteome remodeling via selective autophagy. Through analysis of single and combinatorial ER-phagy receptor mutants, we delineate the extent to which each receptor contributes to both magnitude and selectivity of ER protein clearance. We define specific subsets of ER membrane or lumenal proteins as preferred clients for distinct receptors. Using spatial sensors and flux reporters, we demonstrate receptor-specific autophagic capture of ER in axons, and directly visualize tubular ER membranes within autophagosomes in neuronal projections by cryo-electron tomography. This molecular inventory of ER proteome remodeling and versatile genetic toolkit provides a quantitative framework for understanding contributions of individual ER-phagy receptors for reshaping ER during cell state transitions.

5.
EMBO Rep ; 24(8): e56399, 2023 08 03.
Article in English | MEDLINE | ID: mdl-37334901

ABSTRACT

The protein kinase PINK1 and ubiquitin ligase Parkin promote removal of damaged mitochondria via a feed-forward mechanism involving ubiquitin (Ub) phosphorylation (pUb), Parkin activation, and ubiquitylation of mitochondrial outer membrane proteins to support the recruitment of mitophagy receptors. The ubiquitin ligase substrate receptor FBXO7/PARK15 is mutated in an early-onset parkinsonian-pyramidal syndrome. Previous studies have proposed a role for FBXO7 in promoting Parkin-dependent mitophagy. Here, we systematically examine the involvement of FBXO7 in depolarization and mt UPR-dependent mitophagy in the well-established HeLa and induced-neurons cell systems. We find that FBXO7-/- cells have no demonstrable defect in: (i) kinetics of pUb accumulation, (ii) pUb puncta on mitochondria by super-resolution imaging, (iii) recruitment of Parkin and autophagy machinery to damaged mitochondria, (iv) mitophagic flux, and (v) mitochondrial clearance as quantified by global proteomics. Moreover, global proteomics of neurogenesis in the absence of FBXO7 reveals no obvious alterations in mitochondria or other organelles. These results argue against a general role for FBXO7 in Parkin-dependent mitophagy and point to the need for additional studies to define how FBXO7 mutations promote parkinsonian-pyramidal syndrome.


Subject(s)
F-Box Proteins , Mitophagy , Humans , HeLa Cells , Mitophagy/genetics , Ubiquitin-Protein Ligases/genetics , Ubiquitin-Protein Ligases/metabolism , Protein Kinases/genetics , Protein Kinases/metabolism , Ubiquitin/metabolism , F-Box Proteins/genetics , F-Box Proteins/metabolism
6.
Anal Chem ; 94(44): 15198-15206, 2022 11 08.
Article in English | MEDLINE | ID: mdl-36306373

ABSTRACT

Stable-isotope labeling with amino acids in cell culture (SILAC)-based metabolic labeling is a widely adopted proteomics approach that enables quantitative comparisons among a variety of experimental conditions. Despite its quantitative capacity, SILAC experiments analyzed with data-dependent acquisition (DDA) do not fully leverage peptide pair information for identification and suffer from undersampling compared to label-free proteomic experiments. Herein, we developed a DDA strategy that coisolates and fragments SILAC peptide pairs and uses y-ions for their relative quantification. To facilitate the analysis of this type of data, we adapted the Comet sequence database search engine to make use of SILAC peptide paired fragments and developed a tool to annotate and quantify MS/MS spectra of coisolated SILAC pairs. This peptide pair coisolation approach generally improved expectation scores compared to the traditional DDA approach. Fragment ion quantification performed similarly well to precursor quantification in the MS1 and achieved more quantifications. Lastly, our method enables reliable MS/MS quantification of SILAC proteome mixtures with overlapping isotopic distributions. This study shows the feasibility of the coisolation approach. Coupling this approach with intelligent acquisition strategies has the potential to improve SILAC peptide sampling and quantification.


Subject(s)
Proteomics , Tandem Mass Spectrometry , Isotope Labeling/methods , Peptide Fragments , Peptides , Proteome/analysis , Proteomics/methods , Tandem Mass Spectrometry/methods
7.
Proteomics ; 22(19-20): e2100253, 2022 10.
Article in English | MEDLINE | ID: mdl-35776068

ABSTRACT

In mass spectrometry (MS)-based quantitative proteomics, labeling with isobaric mass tags such as iTRAQ and TMT can substantially improve sample throughput and reduce peptide missing values. Nonetheless, the quantification of labeled peptides tends to suffer from reduced accuracy due to the co-isolation of co-eluting precursors of similar mass-to-charge. Acquisition approaches such as multistage MS3 or ion mobility separation address this problem, yet are difficult to audit and limited to expensive instrumentation. Here we introduce IsobaricQuant, an open-source software tool for quantification, visualization, and filtering of peptides labeled with isobaric mass tags, with specific focus on precursor interference. IsobaricQuant is compatible with MS2 and MS3 acquisition strategies, has a viewer that allows assessing interference, and provides several scores to aid the filtering of scans with compression. We demonstrate that IsobaricQuant quantifications are accurate by comparing it with commonly used software. We further show that its QC scores can successfully filter out scans with reduced quantitative accuracy at MS2 and MS3 levels, removing inaccurate peptide quantifications and decreasing protein CVs. Finally, we apply IsobaricQuant to a PISA dataset and show that QC scores improve the sensitivity of the identification of protein targets of a kinase inhibitor. IsobaricQuant is available at https://github.com/Villen-Lab/isobaricquant.


Subject(s)
Peptides , Proteomics , Proteomics/methods , Peptides/chemistry , Mass Spectrometry/methods
9.
Heart Lung Circ ; 28(12): 1852-1865, 2019 Dec.
Article in English | MEDLINE | ID: mdl-30377076

ABSTRACT

BACKGROUND: The majority of patients with degenerative mitral regurgitation (DMR) are amenable to reconstructive procedures. There is debate regarding factors that influence long-term durability with respect to repair technique, valve remodelling and progressive myxomatous change. METHODS: A total of 685 patients with DMR underwent mitral valve repair by a single surgeon between 1991 and 2011 with follow-up completed at 31 December 2016. Repair rate for patients undergoing surgery for DMR was over 90%. Mean age was 64 years (18-89) with 66.2% male, 47% NYHA class III-IV, and 20% had permanent atrial fibrillation (PAF). Major associated procedures were performed in 28% of patients (189); including coronary artery bypass graft (CABG) (127), aortic valve replacement (15), aortic root surgery (3) and tricuspid valve annuloplasty (61). RESULTS: Operative mortality (≤30 days) occurred in four patients (0.58%). At 20 years, survival was 58%, freedom from reoperation was 90% and freedom from reoperation and non-operated recurrent MR >2+ (relapse) was 78%. Factors influencing survival were advancing age, left ventricular (LV) dysfunction (ejection fraction <60% or end systolic dimension >40mm), New York Heart Association (NYHA) III-IV and PAF. Predictors of relapse were the degree of residual intraoperative mitral regurgitation (p<0.001), anterior leaflet prolapse (p<0.001) and the addition of a sliding annuloplasty in isolated posterior leaflet repair (p=0.023). The majority of reoperations were for technical issues related to the original repair. A competent valve at 6 months to 3 years postoperatively predicted an excellent long-term result. CONCLUSION: The great majority of degenerative mitral valves are repairable regardless of age with excellent long-term results achievable following surgery. Survival is reduced by significant symptoms, LV dysfunction and preoperative PAF. Repair is best performed before these features develop. Durability is largely dependent on the technical performance of the repair and degree of residual MR on the post-pump transoesophageal echocardiogram. We recommend surgery should be performed by surgeons specialising and skilled in mitral valve repair.


Subject(s)
Atrial Fibrillation , Echocardiography, Transesophageal , Heart Valve Prosthesis Implantation/adverse effects , Mitral Valve Insufficiency , Postoperative Complications , Adolescent , Adult , Aged , Aged, 80 and over , Atrial Fibrillation/diagnostic imaging , Atrial Fibrillation/etiology , Atrial Fibrillation/mortality , Atrial Fibrillation/physiopathology , Disease-Free Survival , Female , Follow-Up Studies , Humans , Male , Middle Aged , Mitral Valve/diagnostic imaging , Mitral Valve/physiopathology , Mitral Valve/surgery , Mitral Valve Insufficiency/diagnostic imaging , Mitral Valve Insufficiency/mortality , Mitral Valve Insufficiency/physiopathology , Mitral Valve Insufficiency/surgery , Postoperative Complications/diagnostic imaging , Postoperative Complications/mortality , Postoperative Complications/physiopathology , Risk Factors , Survival Rate , Tricuspid Valve/diagnostic imaging , Tricuspid Valve/physiopathology , Tricuspid Valve/surgery
10.
Int J Pharm Pract ; 26(6): 526-533, 2018 Dec.
Article in English | MEDLINE | ID: mdl-29356171

ABSTRACT

Closed-loop electronic medication management systems (EMMS) are recognised as an effective intervention to improve medication safety, yet evidence of their effectiveness in hospitals is limited. Few studies have compared medication turnaround time for a closed-loop electronic versus paper-based medication management environment. OBJECTIVE: To compare medication turnaround times in a paper-based hospital environment with a digital hospital equipped with a closed-loop EMMS, consisting of computerised physician order entry, profiled automated dispensing cabinets packaged with unit dose medications and barcode medication administration. METHOD: Data were collected during 2 weeks at three private hospital sites (one with closed-loop EMMS) within the same organisation network in Queensland, Australia. Time between scheduled and actual administration times was analysed for first dose of time-critical and non-critical medications located on the ward or sourced via pharmacy. KEY FINDINGS: Medication turnaround times at the EMMS site were less compared to the paper-based sites (median, IQR: 35 min, 8-57 min versus 120 min, 30-180 min, P < 0.001). For time-critical medications, 77% were administered within 60 min of scheduled time at the EMMS site versus 38% for the paper-based sites. Similar difference was observed for non-critical medications, 80% were administered within 60 min of their scheduled time at the EMMS site versus 41% at the paper-based facilities. CONCLUSION: The study indicates medication turnaround times utilising a closed-loop EMMS are less compared to paper-based systems. This improvement may be attributable to increased accessibility of medications using automated dispensing cabinets and electronic medication administration records flagging tasks to nurses in real time.


Subject(s)
Electronic Prescribing , Medical Order Entry Systems/organization & administration , Medication Systems, Hospital/organization & administration , Pharmacy Service, Hospital/organization & administration , Drug Prescriptions , Electronic Data Processing , Humans , Multi-Institutional Systems , Queensland , Time Factors
11.
ACS Macro Lett ; 7(10): 1261-1266, 2018 Oct 16.
Article in English | MEDLINE | ID: mdl-35651263

ABSTRACT

The relative hydrophilicity at the interface of a nanoparticle was measured utilizing electron paramagnetic resonance (EPR) spectroscopy. The supramolecular structure was assembled from spin-labeled peptide amphiphiles (PA) derived from N-carboxy anhydrides (NCA). Cyanuric chloride, or 2,4,6-trichloro-1,3,5-triazine (TCT), was used as a modular platform to synthesize the spin-labeled, lipid-mimetic macroinitiator used for the ring-opening polymerization of γ-benzyl-l-glutamic acid NCA to produce polyglutamate-b-dodecanethiol2. Through static and dynamic light scattering, as well as transmission electron microscopy, PAs with DP of 50 and 17 were shown to assemble into stable nanoparticles with an average hydrodynamic radius of 117 and 84 nm, respectively. Continuous wave EPR spectroscopy revealed that the mobility parameter (h-1/h0) and 2Aiso of the nitroxide radical increased with increasing pH, in concert with the deprotonation of the PE side chains and associated helix-coil transition. These results are consistent with an increase in the relative hydration and polarity at the nanoparticle interface, which would be dependent on the secondary structure of the polypeptide. This research suggests that a pH stimulus could be used to facilitate water diffusion through the membrane.

12.
Proteomics ; 17(7)2017 04.
Article in English | MEDLINE | ID: mdl-28116781

ABSTRACT

The proteins of the cellular plasma membrane (PM) perform important functions relating to homeostasis and intercellular communication. Due to its overall low cellular abundance, amphipathic character, and low membrane-to-cytoplasm ratio, the PM proteome has been challenging to isolate and characterize, and is poorly represented in standard LC-MS/MS analyses. In this study, we employ sucrose gradient ultracentrifugation for the enrichment of the PM proteome, without chemical labeling and affinity purification, together with GeLCMS and use subsequent bioinformatics tools to select proteins associated with the PM/cell surface, herein referred to as the surfaceome. Using this methodology, we identify over 1900 cell surface associated proteins in a human acute myeloid leukemia cell line. These surface proteins comprise almost 50% of all detected cellular proteins, a number that substantially exceeds the depth of coverage in previously published studies describing the leukemia surfaceome.


Subject(s)
Cell Membrane/chemistry , Computational Biology/methods , Leukocytes/chemistry , Membrane Proteins/isolation & purification , Cell Line, Tumor , Cell Membrane/metabolism , Centrifugation, Density Gradient , Chromatography, Liquid , Humans , Leukocytes/metabolism , Sucrose/chemistry , Tandem Mass Spectrometry , Ultracentrifugation/methods
13.
Europace ; 18(1): 121-30, 2016 Jan.
Article in English | MEDLINE | ID: mdl-25736563

ABSTRACT

AIMS: It has been previously demonstrated that use of appropriate frame rates coupled with minimal use of high-dose digital acquisition can limit radiation risk to patients undergoing diagnostic and therapeutic electrophysiology (EP). Imaging without the anti-scatter grid has been proposed as a means of achieving further radiation reduction. We evaluate application of a gridless imaging technique to deliver further reductions in radiation risk to both patients and personnel. METHODS AND RESULTS: Radiation and clinical data for EP procedures performed for 16 months from March 2012 were monitored. The period was divided into three phases: Phase 1 (March 2012-June 2012) provided a performance baseline (radiation output modelling and procedural risk adjustment calibration), Phase 2 (July 2012-September 2012) confirmation of performance with the grid, and Phase 3 (September 2012-June 2013) gridless imaging period. Statistical process control (SPC) charts were used to monitor for changes in radiation use and clinical outcomes (procedural success). Imaging without the grid halved the levels of radiation delivered in undertaking EP procedures. Although there was a perceptible impact on image quality with the grid removed. Review of the SPC chart monitoring procedural outcomes did not identify any discernable adverse impact on success rates. Selected use of the gridless technique is recommended with re-introduction of the grid in larger patients or during aspects of the procedure where image quality is important (e.g. transeptal punctures). CONCLUSION: Use of a gridless imaging technique can contribute to a significant reduction in radiation risk to both patients and operators during cardiac EP procedures.


Subject(s)
Electrophysiologic Techniques, Cardiac/methods , Patient Safety , Radiation Exposure/prevention & control , Radiation Protection/methods , Radiographic Image Enhancement/methods , Radiographic Image Interpretation, Computer-Assisted/methods , Adolescent , Adult , Aged , Aged, 80 and over , Electrophysiologic Techniques, Cardiac/instrumentation , Equipment Design , Female , Humans , Male , Middle Aged , Radiation Protection/instrumentation , Radiographic Image Enhancement/instrumentation , Radiographic Image Interpretation, Computer-Assisted/instrumentation , Reproducibility of Results , Risk Reduction Behavior , Sensitivity and Specificity , Young Adult
14.
Health Serv J ; 126(6501): 11, 2016 Nov 30.
Article in English | MEDLINE | ID: mdl-30091571

ABSTRACT

Three sets of coordinated actions are required if the health service is to pull back from the edge of the cliff - and stay there.


Subject(s)
Delivery of Health Care/organization & administration , Health Care Reform/organization & administration , State Medicine/organization & administration , Humans , Organizational Objectives , United Kingdom
15.
Biochim Biophys Acta ; 1844(3): 607-14, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24365644

ABSTRACT

l-DOPA-2,3-dioxygenase from Streptomyces lincolnensis is a single domain type I extradiol dioxygenase of the vicinal oxygen chelate superfamily and catalyzes the second step in the metabolism of the propylhygric acid moiety of the antibiotic, lincomycin. In this report, the kinetic mechanism of l-DOPA dioxygenase is interrogated using stopped-flow in order to determine microscopic rate constants. Pre-steady state, progress curve and steady-state data were combined in a global kinetic analysis using KinTek Explorer in order to define and constrain a kinetic model for the type I l-DOPA dioxygenase. The data are best described by a four step mechanism, in which the cyclization of the enzymatic product is not enzyme catalyzed.


Subject(s)
Oxygenases/chemistry , Streptomyces/enzymology , Kinetics
16.
Heart Lung Circ ; 22(8): 634-41, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23465291

ABSTRACT

BACKGROUND: Graphical Statistical Process Control (SPC) tools have been shown to promptly identify significant variations in clinical outcomes in a range of health care settings. We explored the application of these techniques to quantitatively inform the routine cardiac surgical (CAS) morbidity and mortality (M&M) review processes at a single site. METHODS: Baseline clinical and procedural data relating to 5265 consecutive cardiac surgical procedures, performed at St Andrew's War Memorial Hospital (SAWMH) between the 1st January 2003 and the 30th April 2012, were retrospectively evaluated. A range of appropriate clinical outcome indicators (COIs) were developed and evaluated using a combination of Cumulative Sum charts, Exponentially Weighted Moving Average charts and Funnel Plots. Charts were updated regularly and discussed at the cardiac surgery unit's bi-monthly M&M meetings. Risk adjustment (RA) for the COIs was developed and validated for incorporation into the charts to improve monitoring performance. RESULTS: Discrete and aggregated measures, including blood product/reoperation, major acute post-procedural complications, cardiopulmonary bypass duration and Length of Stay/Readmission < 28 days have proved to be valuable measures for monitoring outcomes. Instances of variation in performance identified using the charts were examined thoroughly and could be related to changes in clinical practice (e.g. antifibrinolytic use) as well as differences in individual operator performance (in some instances, driven by case mix). CONCLUSIONS: SPC tools can promptly detect meaningful changes in clinical outcome thereby allowing early intervention to address altered performance. Careful interpretation of charts for group and individual operators has proven helpful in detecting and differentiating systemic versus individual variation.


Subject(s)
Cardiac Surgical Procedures , Databases, Factual , Models, Biological , Monitoring, Physiologic , Female , Humans , Male , Retrospective Studies
17.
Heart Lung Circ ; 22(2): 92-9, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23063751

ABSTRACT

BACKGROUND: Graphical Statistical Process Control (SPC) tools have been shown to promptly identify significant variations in clinical outcomes in a range of health care settings. We explored the application of these techniques to qualitatively inform the routine cardiac surgical morbidity and mortality (M&M) review process at a single site. METHODS: Baseline clinical and procedural data relating to 4774 consecutive cardiac surgical procedures, performed between the 1st January 2003 and the 30th April 2011, were retrospectively evaluated. A range of appropriate performance measures and benchmarks were developed and evaluated using a combination of CUmulative SUM (CUSUM) charts, Exponentially Weighted Moving Average (EWMA) charts and Funnel Plots. Charts have been discussed at the unit's routine M&M meetings. Risk adjustment (RA) based on EuroSCORE has been incorporated into the charts to improve performance. RESULTS: Discrete and aggregated measures, including Blood Product/Reoperation, major acute post-procedural complications and Length of Stay/Readmission<28 days have proved to be usable measures for monitoring outcomes. Monitoring trends in minor morbidities provides a valuable warning of impending changes in significant events. Instances of variation in performance have been examined and could be related to differences in individual operator performance via individual operator curves. CONCLUSION: SPC tools facilitate near "real-time" performance monitoring allowing early detection and intervention in altered performance. Careful interpretation of charts for group and individual operators has proven helpful in detecting and differentiating systemic vs. individual variation.


Subject(s)
Coronary Artery Bypass/statistics & numerical data , Coronary Artery Bypass/standards , Outcome Assessment, Health Care , Postoperative Hemorrhage/surgery , Quality Improvement , Benchmarking , Blood Transfusion/statistics & numerical data , Cardiac Tamponade/surgery , Clinical Competence , Coronary Artery Bypass/adverse effects , Humans , Length of Stay/statistics & numerical data , Patient Readmission/statistics & numerical data , Reoperation , Retrospective Studies , Risk Adjustment , Treatment Outcome
18.
Radiat Prot Dosimetry ; 155(1): 32-41, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23081936

ABSTRACT

Audit of and feedback on both group and individual data provided immediately after the point of care and compared with realistic benchmarks of excellence have been demonstrated to drive change. This study sought to evaluate the impact of immediate benchmarked quantitative case-based performance feedback on the clinical practice of cardiologists practicing at a private hospital in Brisbane, Australia. The participating cardiologists were assigned to one of two groups: Group 1 received patient and procedural details for review and Group 2 received Group 1 data plus detailed radiation data relating to the procedures and comparative benchmarks. In Group 2, Linear-by-Linear Association analysis suggests a link between change in radiation use and initial radiation dose category (p=0.014) with only those initially 'challenged' by the benchmarks showing improvement. Those not 'challenged' by the benchmarks deteriorated in performance compared with those starting well below the benchmarks showing greatest increase in radiation use. Conversely, those blinded to their radiation use (Group 1) showed general improvement in radiation use throughout the study compared with those performing initially close to the benchmarks showing greatest improvement. This study shows that use of non-challenging benchmarks in case-based radiation risk feedback does not promote a reduction in radiation use; indeed, it may contribute to increased doses. Paradoxically, cardiologists who are aware of performance monitoring but blinded to individual case data appear to maintain, if not reduce, their radiation use.


Subject(s)
Benchmarking , Cardiology , Coronary Angiography/methods , Feedback , Occupational Exposure/analysis , Physicians , Radiation Injuries/prevention & control , Australia , Coronary Angiography/adverse effects , Coronary Angiography/standards , Humans , Program Evaluation , Quality Improvement , Radiation Dosage , Radiation Injuries/etiology , Radiation Monitoring
19.
Heart Lung Circ ; 22(3): 193-203, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23154197

ABSTRACT

AIMS: This paper describes the development of a risk adjustment (RA) model predictive of individual lesion treatment failure in percutaneous coronary interventions (PCI) for use in a quality monitoring and improvement program. METHODS AND RESULTS: Prospectively collected data for 3972 consecutive revascularisation procedures (5601 lesions) performed between January 2003 and September 2011 were studied. Data on procedures to September 2009 (n=3100) were used to identify factors predictive of lesion treatment failure. Factors identified included lesion risk class (p<0.001), occlusion type (p<0.001), patient age (p=0.001), vessel system (p<0.04), vessel diameter (p<0.001), unstable angina (p=0.003) and presence of major cardiac risk factors (p=0.01). A Bayesian RA model was built using these factors with predictive performance of the model tested on the remaining procedures (area under the receiver operating curve: 0.765, Hosmer-Lemeshow p value: 0.11). Cumulative sum, exponentially weighted moving average and funnel plots were constructed using the RA model and subjectively evaluated. CONCLUSION: A RA model was developed and applied to SPC monitoring for lesion failure in a PCI database. If linked to appropriate quality improvement governance response protocols, SPC using this RA tool might improve quality control and risk management by identifying variation in performance based on a comparison of observed and expected outcomes.


Subject(s)
Models, Statistical , Percutaneous Coronary Intervention , Quality Assurance, Health Care , Risk Adjustment , Adult , Age Factors , Aged , Aged, 80 and over , Angina, Unstable/complications , Area Under Curve , Bayes Theorem , Coronary Occlusion/classification , Coronary Occlusion/surgery , Female , Humans , Male , Middle Aged , Percutaneous Coronary Intervention/standards , Predictive Value of Tests , Quality Improvement , ROC Curve , Retrospective Studies , Risk Factors , Treatment Failure
20.
Ther Innov Regul Sci ; 47(1): 70-81, 2013 Jan.
Article in English | MEDLINE | ID: mdl-30227486

ABSTRACT

Ensuring the quality of data being collected in clinical and medical contexts is a concern for data managers and users. Quality assurance frameworks, systematic audits, and correction procedures have been proposed to enhance the accuracy and completeness of databases. Following an overview of the undertaken approaches, particularly statistical methods, the authors promote acceptance sampling plans (ASPs) and statistical process control (SPC) tools, including control charts and root cause analysis, as the technical core of the data quality improvement mechanism. They review ASP and SPC techniques and discuss their implementation in data quality evaluation and improvement. Two case studies are presented in which the authors apply some of the techniques to databases maintained by a local hospital. Finally, guidelines are proposed for which techniques are appropriate with regard to dataflow and database specifications.

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