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1.
Spine Surg Relat Res ; 8(1): 66-72, 2024 Jan 27.
Article in English | MEDLINE | ID: mdl-38343416

ABSTRACT

Introduction: Spinal fusion is an operation that is employed to treat spinal diseases. Surgical site infection (SSI) after lumbar fusion (LF) is a postoperative complication. SSI is treated with irrigation and debridement (I&D), which requires readmittance following discharge or prolonged hospital stays, which are deleterious to patients' mental health. The long-term relationship between treating SSI with I&D and patients' mental health is still understudied. Methods: Using the Mariner dataset from the PearlDiver Patient Records Database using Current Procedural Terminology and International Classification of Diseases procedure codes, retrospective cohort analysis was carried out. This study involved 445,480 patients who underwent LF with at least 2-year follow-up and were followed up for 2 years. Of the patients, 2,762 underwent I&D. Using univariate analysis employing Pearson Chi-square and Student t-test, where appropriate (Table 1), patient demographics between cohorts were gathered. 2-year cumulative incidence (CI) between LF and I&D cohorts was calculated using Kaplan-Meier analysis (Fig. 1, 2, 3). Cox proportional hazards were employed to observe significant differences in CI rates (Table 2). Results: For patients who received I&D, 2-year CI depression (HR: 1.72; 95% CI: 1.49-1.99; P<0.001) and stress (HR: 1.35; 95% CI: 1.02-1.79; P=0.035) rates were significantly higher than for those who did not. There was no statistically significant difference in 2-year CI anxiety rates between cohorts (HR: 0.92; 95% CI: 0.58-1.46; P=0.719). Conclusions: In conclusion, 16.8% of patients developed new-onset depression 2 years following I&D, in comparison to 10.3% of those who underwent LF. Patients who underwent I&D following LF were significantly more likely to experience depression and stress. To mitigate negative mental health outcomes, mental health services should be available to patients who underwent surgery.

2.
J Infect Dis ; 228(6): 723-733, 2023 09 15.
Article in English | MEDLINE | ID: mdl-37279654

ABSTRACT

The emergence of novel variants of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) underscores the need to investigate alternative approaches to prevent infection and treat patients with coronavirus disease 2019. Here, we report the preclinical efficacy of NL-CVX1, a de novo decoy that blocks virus entry into cells by binding with nanomolar affinity and high specificity to the receptor-binding domain of the SARS-CoV-2 spike protein. Using a transgenic mouse model of SARS-CoV-2 infection, we showed that a single prophylactic intranasal dose of NL-CVX1 conferred complete protection from severe disease following SARS-CoV-2 infection. Multiple therapeutic administrations of NL-CVX1 also protected mice from succumbing to infection. Finally, we showed that infected mice treated with NL-CVX1 developed both anti-SARS-CoV-2 antibodies and memory T cells and were protected against reinfection a month after treatment. Overall, these observations suggest NL-CVX1 is a promising therapeutic candidate for preventing and treating severe SARS-CoV-2 infections.


Subject(s)
Angiotensin-Converting Enzyme 2 , COVID-19 , Animals , Humans , Mice , Angiotensin-Converting Enzyme 2/metabolism , COVID-19/prevention & control , Mice, Transgenic , SARS-CoV-2 , Spike Glycoprotein, Coronavirus
3.
J Mol Biol ; 434(16): 167694, 2022 08 30.
Article in English | MEDLINE | ID: mdl-35752213

ABSTRACT

The microRNAs are non-coding RNAs which post-transcriptionally regulate the expression of many eukaryotic genes, and whose dysregulation is a driver of human disease. Here we report the discovery of a very slow (0.1 s-1) conformational rearrangement at the Dicer cleavage site of pre-miR-21, which regulates the relative concentration of readily- and inefficiently-processed RNA structural states. We show that this dynamic switch is affected by single nucleotide mutations and can be biased by small molecule and peptide ligands, which can direct the microRNA to occupy the inefficiently processed state and reduce processing efficiency. This result reveals a new mechanism of RNA regulation and suggests a chemical approach to suppressing or activating pathogenic microRNAs by selective stabilization of their unprocessed or processed states.


Subject(s)
MicroRNAs , RNA Processing, Post-Transcriptional , RNA Stability , Riboswitch , Humans , Ligands , MicroRNAs/chemistry , Nucleic Acid Conformation , RNA Cleavage , Ribonuclease III/chemistry
4.
J Econ Behav Organ ; 190: 480-494, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34642514

ABSTRACT

We present experimental evidence on how pro-sociality, trust and attitudes towards risk and ambiguity evolved over the six weeks following the imposition of stringent Covid-19 related lockdown measures in the Hubei province of China. We compare incentivized economic decision-making in a baseline sample, collected pre-epidemic, with a series of repeated cross-sectional samples drawn from the same population between January and March, 2020. We find high rates of altruism, cooperation and aversion to risk taking under ambiguity in the immediate aftermath of the lockdown, while trust is significantly below its baseline level. Risk attitudes also differ in the post-lockdown sample, with decreased risk tolerance in the loss domain and lesser risk aversion in the gain domain. We further uncover significant transitory effects for trust and risk aversion around the date of a high-profile whistleblower's death from Covid-19. Our findings suggest that the onset of a public health crisis may have unintended consequences for economic preferences that determine population compliance with interventions designed to reduce the spread of a novel coronavirus.

5.
Science ; 370(6521): 1208-1214, 2020 12 04.
Article in English | MEDLINE | ID: mdl-33154107

ABSTRACT

We developed a de novo protein design strategy to swiftly engineer decoys for neutralizing pathogens that exploit extracellular host proteins to infect the cell. Our pipeline allowed the design, validation, and optimization of de novo human angiotensin-converting enzyme 2 (hACE2) decoys to neutralize severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The best monovalent decoy, CTC-445.2, bound with low nanomolar affinity and high specificity to the receptor-binding domain (RBD) of the spike protein. Cryo-electron microscopy (cryo-EM) showed that the design is accurate and can simultaneously bind to all three RBDs of a single spike protein. Because the decoy replicates the spike protein target interface in hACE2, it is intrinsically resilient to viral mutational escape. A bivalent decoy, CTC-445.2d, showed ~10-fold improvement in binding. CTC-445.2d potently neutralized SARS-CoV-2 infection of cells in vitro, and a single intranasal prophylactic dose of decoy protected Syrian hamsters from a subsequent lethal SARS-CoV-2 challenge.


Subject(s)
Angiotensin-Converting Enzyme 2/antagonists & inhibitors , Antiviral Agents/pharmacology , COVID-19 Drug Treatment , Receptors, Virus/antagonists & inhibitors , Recombinant Proteins/pharmacology , SARS-CoV-2/drug effects , Spike Glycoprotein, Coronavirus/antagonists & inhibitors , Animals , Antiviral Agents/chemistry , Antiviral Agents/therapeutic use , Cricetinae , Cryoelectron Microscopy , Directed Molecular Evolution/methods , Protein Binding , Protein Domains , Protein Engineering/methods , Recombinant Proteins/chemistry , Recombinant Proteins/therapeutic use , Spike Glycoprotein, Coronavirus/chemistry
6.
bioRxiv ; 2020 Aug 03.
Article in English | MEDLINE | ID: mdl-32793910

ABSTRACT

There is an urgent need for the ability to rapidly develop effective countermeasures for emerging biological threats, such as the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that causes the ongoing coronavirus disease 2019 (COVID-19) pandemic. We have developed a generalized computational design strategy to rapidly engineer de novo proteins that precisely recapitulate the protein surface targeted by biological agents, like viruses, to gain entry into cells. The designed proteins act as decoys that block cellular entry and aim to be resilient to viral mutational escape. Using our novel platform, in less than ten weeks, we engineered, validated, and optimized de novo protein decoys of human angiotensin-converting enzyme 2 (hACE2), the membrane-associated protein that SARS-CoV-2 exploits to infect cells. Our optimized designs are hyperstable de novo proteins (∼18-37 kDa), have high affinity for the SARS-CoV-2 receptor binding domain (RBD) and can potently inhibit the virus infection and replication in vitro. Future refinements to our strategy can enable the rapid development of other therapeutic de novo protein decoys, not limited to neutralizing viruses, but to combat any agent that explicitly interacts with cell surface proteins to cause disease.

7.
Proc Natl Acad Sci U S A ; 117(27): 15731-15739, 2020 07 07.
Article in English | MEDLINE | ID: mdl-32561643

ABSTRACT

De novo emergence demands a transition from disordered polypeptides into structured proteins with well-defined functions. However, can polypeptides confer functions of evolutionary relevance, and how might such polypeptides evolve into modern proteins? The earliest proteins present an even greater challenge, as they were likely based on abiotic, spontaneously synthesized amino acids. Here we asked whether a primordial function, such as nucleic acid binding, could emerge with ornithine, a basic amino acid that forms abiotically yet is absent in modern-day proteins. We combined ancestral sequence reconstruction and empiric deconstruction to unravel a gradual evolutionary trajectory leading from a polypeptide to a ubiquitous nucleic acid-binding protein. Intermediates along this trajectory comprise sequence-duplicated functional proteins built from 10 amino acid types, with ornithine as the only basic amino acid. Ornithine side chains were further modified into arginine by an abiotic chemical reaction, improving both structure and function. Along this trajectory, function evolved from phase separation with RNA (coacervates) to avid and specific double-stranded DNA binding. Our results suggest that phase-separating polypeptides may have been an evolutionary resource for the emergence of early proteins, and that ornithine, together with its postsynthesis modification to arginine, could have been the earliest basic amino acids.


Subject(s)
Arginine/chemistry , Nucleoproteins/genetics , Ornithine/chemistry , Peptides/genetics , Amino Acid Sequence/genetics , Amino Acids/chemistry , Amino Acids/genetics , Arginine/genetics , DNA/chemistry , DNA/genetics , DNA-Binding Proteins/chemistry , DNA-Binding Proteins/genetics , Nucleoproteins/chemistry , Ornithine/genetics , Peptides/chemistry , Proteins/chemistry , Proteins/genetics , RNA/chemistry , RNA/genetics
8.
J Mol Biol ; 432(7): 1841-1855, 2020 03 27.
Article in English | MEDLINE | ID: mdl-31953146

ABSTRACT

Specialized translation initiation is a novel form of regulation of protein synthesis, whereby RNA structures within the 5'-UTR regulate translation rates of specific mRNAs. Similar to internal ribosome entry sites (IRESs), specialized translation initiation requires the recruitment of eukaryotic initiation factor 3 (eIF3), but also requires cap recognition by eIF3d, a new 5'-m7GTP recognizing protein. How these RNA structures mediate eIF3 recruitment to affect translation of specific mRNAs remains unclear. Here, we report the nuclear magnetic resonance (NMR) structure of a stem-loop within the c-JUN 5' UTR recognized by eIF3 and essential for specialized translation initiation of this well-known oncogene. The structure exhibits similarity to eIF3 recognizing motifs found in hepatitis C virus (HCV)-like IRESs, suggesting mechanistic similarities. This work establishes the RNA structural features involved in c-JUN specialized translation initiation and provides a basis to search for small molecule inhibitors of aberrant expression of the proto-oncogenic c-JUN.


Subject(s)
5' Untranslated Regions , Eukaryotic Initiation Factor-3/metabolism , Internal Ribosome Entry Sites , JNK Mitogen-Activated Protein Kinases/metabolism , Protein Biosynthesis , RNA/chemistry , Ribosomes/metabolism , Eukaryotic Initiation Factor-3/genetics , Hepacivirus/chemistry , Hepacivirus/genetics , Humans , JNK Mitogen-Activated Protein Kinases/genetics , Nucleic Acid Conformation , Peptide Chain Initiation, Translational , Protein Binding , RNA/genetics , RNA/metabolism , Ribosomes/genetics
9.
Methods Enzymol ; 623: 339-372, 2019.
Article in English | MEDLINE | ID: mdl-31239053

ABSTRACT

RNA structures play a pivotal role in many biological processes and the progression of human disease, making them an attractive target for therapeutic development. Often RNA structures operate through the formation of complexes with RNA-binding proteins, however, much like protein-protein interactions, RNA-protein interactions span large surface areas and often lack traditional druggable properties, making it challenging to target them with small molecules. Peptides provide much greater surface areas and therefore greater potential for forming specific and high affinity interactions with RNA. In this chapter, we discuss our approach for engineering peptides that bind to structured RNAs by highlighting methods and design strategies from previous successful projects aimed at inhibiting the HIV Tat-TAR interaction and the biogenesis of oncogenic microRNAs.


Subject(s)
Drug Design , Macrocyclic Compounds/pharmacology , Peptides/pharmacology , Peptidomimetics/pharmacology , RNA/metabolism , Animals , Drug Discovery/methods , HIV Infections/drug therapy , HIV Long Terminal Repeat/drug effects , HIV-1/drug effects , Humans , Macrocyclic Compounds/chemistry , Models, Molecular , Nuclear Magnetic Resonance, Biomolecular/methods , Peptides/chemistry , Peptidomimetics/chemistry , RNA/chemistry
10.
Cell ; 176(1-2): 4-6, 2019 01 10.
Article in English | MEDLINE | ID: mdl-30633906

ABSTRACT

Regulation of protein-DNA binding specificity occurs through myriad mechanisms. Boudet et al. discover yet a new form of specificity through allosteric regulation, an ATP-induced structural switch that mediates specific DNA recognition in an archaeoeukaryotic primase.


Subject(s)
DNA Primase , Nucleotides , DNA , DNA Replication , Protein Binding
11.
Adv Orthop ; 2018: 4791214, 2018.
Article in English | MEDLINE | ID: mdl-30420922

ABSTRACT

BACKGROUND: This study aims to evaluate outcomes for warfarinised hip fracture patients and compare them with a matched nonwarfarinised group, before and after the introduction of national hip fracture guidelines in the United Kingdom. METHODS: A retrospective cohort study of 1743 hip fracture patients was undertaken. All patients admitted taking warfarin were identified. These patients were then matched to nonwarfarinised patients using nearest neighbour propensity score matching, accounting for age, sex, hip fracture type, and Nottingham Hip Fracture Score. A pre-guideline group (no standardised warfarin reversal regimen) and a post-guideline group (standardised regimen) were identified. Outcomes assessed included time to INR less than 1.7, time to theatre, length of stay, and 30-day and 1-year mortality. RESULTS: Forty-six warfarinised hip fracture patients were admitted in the pre-guideline group (mean age 80.5, F:M 3:1) and 48 in the post-guideline group (mean age 81.2 years, F:M 3:1). Post-guideline patients were reversed to a safe operative INR level within 18 hours of admission, decreasing the time to first dose vitamin K (p<0.001). 70% of warfarinised patients were operated upon within 36 hours, compared to 19.6% with no regimen (p<0.05). After anticoagulation reversal protocol, thirty-day mortality decreased from 15.2% to 8.3% and 1-year mortality from 43.5% to 33% for warfarinised patients, which is comparable to nonwarfarinised matched patients. There was no significant change in the length of stay pre- and post-guideline for both groups of patients. CONCLUSIONS: Proactive anticoagulant management and expedient surgery reduces morbidity and mortality when managing this surgically challenging subset of hip fracture patients.

12.
ACS Chem Biol ; 12(6): 1611-1620, 2017 06 16.
Article in English | MEDLINE | ID: mdl-28437065

ABSTRACT

MicroRNAs (miRNAs) help orchestrate cellular growth and survival through post-transcriptional mechanisms. The dysregulation of miRNA biogenesis can lead to cellular growth defects and chemotherapeutic resistance and plays a direct role in the development of many chronic diseases. Among these RNAs, miR-21 is consistently overexpressed in most human cancers, leading to the down-regulation of key tumor-suppressing and pro-apoptotic factors, suggesting that inhibition of miR-21 biogenesis could reverse these negative effects. However, targeted inhibition of miR-21 using small molecules has had limited success. To overcome difficulties in targeting RNA secondary structure with small molecules, we developed a class of cyclic ß-hairpin peptidomimetics which bind to RNA stem-loop structures, such as miRNA precursors, with potent affinity and specificity. We screened an existing cyclic peptide library and discovered a lead structure which binds to pre-miR21 with KD = 200 nM and prefers it over other pre-miRNAs. The NMR structure of the complex shows that the peptide recognizes the Dicer cleavage site and alters processing of the precursor to the mature miRNA in vitro and in cultured cells. The structure provides a rationale for the peptide binding activity and clear guidance for further improvements in affinity and targeting.


Subject(s)
Anticarcinogenic Agents/chemistry , MicroRNAs/antagonists & inhibitors , Peptides, Cyclic/pharmacology , Peptidomimetics/pharmacology , Animals , Cell Line , DEAD-box RNA Helicases/antagonists & inhibitors , DEAD-box RNA Helicases/metabolism , Humans , Ligands , MicroRNAs/metabolism , Peptide Library , Peptides, Cyclic/metabolism , Peptidomimetics/metabolism , Protein Binding , RNA Processing, Post-Transcriptional , Ribonuclease III/antagonists & inhibitors , Ribonuclease III/metabolism , Substrate Specificity
13.
Acad Radiol ; 22(6): 697-703, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25754800

ABSTRACT

RATIONALE AND OBJECTIVES: Selecting the optimal phase for coronary artery evaluation can be challenging, especially at higher heart rates, given that the optimal phase may differ for each of the coronary arteries. This study aimed to evaluate a novel vessel-specific algorithm which automatically outputs the minimum motion phase per coronary artery. MATERIALS AND METHODS: The study included 44 patients who underwent 256-slice cardiac computed tomography for evaluation of chest pain. End-systolic and mid-diastolic minimal motion phases were automatically calculated by a previously validated global motion algorithm and by a new vessel-specific algorithm which calculates the minimum motion for each of the three main coronary arteries, separately. Two readers blindly evaluated all coronary segments for image quality. Median scores per coronary artery were compared by the Wilcoxon signed rank test. RESULTS: The variation, per patient, between the optimal phases of the three coronary arteries was 5.0 ± 4.5% (1%-22%) for end systole and 4.8 ± 4.1% (0%-19%) for mid diastole. The mean image quality scores per coronary artery were 4.0 ± 0.61 for the vessel-specific approach and 3.80 ± 0.69 for the global phase selection (P < .001). Overall, 46 of 122 arteries had a better score with the vessel-specific approach and five with the standard global approach. Interreader agreement was substantial (k = 0.72). CONCLUSIONS: This study has shown that multiple phases are required to ensure optimal image quality for all three coronary arteries and that a vessel-specific phase selection algorithm achieves superior results to the standard global approach.


Subject(s)
Algorithms , Coronary Artery Disease/diagnostic imaging , Coronary Vessels/diagnostic imaging , Tomography, X-Ray Computed , Aged , Aged, 80 and over , Diastole , Female , Humans , Male , Middle Aged , Observer Variation , Prospective Studies , Radiographic Image Interpretation, Computer-Assisted , Reproducibility of Results , Systole
14.
Am J Physiol Lung Cell Mol Physiol ; 304(1): L4-16, 2013 Jan 01.
Article in English | MEDLINE | ID: mdl-23125251

ABSTRACT

Airway smooth muscle (ASM) cellular and molecular biology is typically studied with single-cell cultures grown on flat 2D substrates. However, cells in vivo exist as part of complex 3D structures, and it is well established in other cell types that altering substrate geometry exerts potent effects on phenotype and function. These factors may be especially relevant to asthma, a disease characterized by structural remodeling of the airway wall, and highlights a need for more physiologically relevant models of ASM function. We utilized a tissue engineering platform known as microfabricated tissue gauges to develop a 3D culture model of ASM featuring arrays of ∼0.4 mm long, ∼350 cell "microtissues" capable of simultaneous contractile force measurement and cell-level microscopy. ASM-only microtissues generated baseline tension, exhibited strong cellular organization, and developed actin stress fibers, but lost structural integrity and dissociated from the cantilevers within 3 days. Addition of 3T3-fibroblasts dramatically improved survival times without affecting tension development or morphology. ASM-3T3 microtissues contracted similarly to ex vivo ASM, exhibiting reproducible responses to a range of contractile and relaxant agents. Compared with 2D cultures, microtissues demonstrated identical responses to acetylcholine and KCl, but not histamine, forskolin, or cytochalasin D, suggesting that contractility is regulated by substrate geometry. Microtissues represent a novel model for studying ASM, incorporating a physiological 3D structure, realistic mechanical environment, coculture of multiple cells types, and comparable contractile properties to existing models. This new model allows for rapid screening of biochemical and mechanical factors to provide insight into ASM dysfunction in asthma.


Subject(s)
Muscle, Smooth/cytology , Respiratory System/cytology , Tissue Culture Techniques/methods , Animals , Asthma/physiopathology , Coculture Techniques , Gene Expression , Humans , Mice , Models, Biological , Muscle Contraction/physiology , NIH 3T3 Cells , Stress, Mechanical , Tissue Engineering/methods
15.
Med Image Anal ; 15(6): 863-76, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21737337

ABSTRACT

Recently, model-based methods for the automatic segmentation of the heart chambers have been proposed. An important application of these methods is the characterization of the heart function. Heart models are, however, increasingly used for interventional guidance making it necessary to also extract the attached great vessels. It is, for instance, important to extract the left atrium and the proximal part of the pulmonary veins to support guidance of ablation procedures for atrial fibrillation treatment. For cardiac resynchronization therapy, a heart model including the coronary sinus is needed. We present a heart model comprising the four heart chambers and the attached great vessels. By assigning individual linear transformations to the heart chambers and to short tubular segments building the great vessels, variable sizes of the heart chambers and bending of the vessels can be described in a consistent way. A configurable algorithmic framework that we call adaptation engine matches the heart model automatically to cardiac CT angiography images in a multi-stage process. First, the heart is detected using a Generalized Hough Transformation. Subsequently, the heart chambers are adapted. This stage uses parametric as well as deformable mesh adaptation techniques. In the final stage, segments of the large vascular structures are successively activated and adapted. To optimize the computational performance, the adaptation engine can vary the mesh resolution and freeze already adapted mesh parts. The data used for validation were independent from the data used for model-building. Ground truth segmentations were generated for 37 CT data sets reconstructed at several cardiac phases from 17 patients. Segmentation errors were assessed for anatomical sub-structures resulting in a mean surface-to-surface error ranging 0.50-0.82mm for the heart chambers and 0.60-1.32mm for the parts of the great vessels visible in the images.


Subject(s)
Aorta, Thoracic/diagnostic imaging , Aorta, Thoracic/radiation effects , Computer Simulation , Heart/diagnostic imaging , Image Processing, Computer-Assisted , Pulmonary Artery/diagnostic imaging , Tomography, X-Ray Computed , Venae Cavae/diagnostic imaging , Coronary Sinus/diagnostic imaging , Humans , Pulmonary Veins/diagnostic imaging
16.
Eur J Radiol ; 80(1): 151-7, 2011 Oct.
Article in English | MEDLINE | ID: mdl-20832221

ABSTRACT

PURPOSE: The purpose of this study was to compare planimetric aortic valve area (AVA) measurements from 256-slice CT to those derived from transesophageal echocardiography (TEE) and cardiac catheterization in high-risk subjects with known high-grade calcified aortic stenosis. METHODS AND MATERIALS: The study included 26 subjects (10 males, mean age: 79±6; range, 61-88 years). All subjects were clinically referred for aortic valve imaging prior to percutaneous aortic valve replacement from April 2008 to March 2009. Two radiologists, blinded to the results of TEE and cardiac catheterization, independently selected the systolic cardiac phase of maximum aortic valve area and independently performed manual CT AVA planimetry for all subjects. Repeated AVA measurements were made to establish CT intra- and interobserver repeatability. In addition, the image quality of the aortic valve was rated by both observers. Aortic valve calcification was also quantified. RESULTS: All 26 subjects had a high-grade aortic valve stenosis (systolic opening area <1.0 cm(2)) via CT-based planimetry, with a mean AVA of 0.62±0.18. In four subjects, TEE planimetry was precluded due to severe aortic valve calcification, but CT-planimetry was successfully performed with a mean AVA of 0.46±0.23 cm(2). Mean aortic valve calcium mass score was 563.8±526.2 mg. Aortic valve area by CT was not correlated with aortic valve calcium mass score. A bias and limits of agreement among CT and TEE, CT and cardiac catheterization, and TEE and cardiac catheterization were -0.07 [-0.37 to 0.24], 0.03 [-0.49 to 0.55], 0.12 [-0.39 to 0.63]cm(2), respectively. Differences in AVA among CT and TEE or cardiac catheterization did not differ systematically over the range of measurements and were not correlated with aortic valve calcium mass score. CONCLUSION: Planimetric aortic valve area measurements from 256-slice CT agree well with those derived from TEE and cardiac catheterization in high-risk subjects with known high-grade calcified aortic stenosis.


Subject(s)
Aortic Valve Stenosis/diagnostic imaging , Aortic Valve/pathology , Cardiac Catheterization , Echocardiography, Transesophageal , Heart Valve Prosthesis Implantation , Multidetector Computed Tomography , Aged , Aged, 80 and over , Aortic Valve/diagnostic imaging , Aortic Valve Stenosis/diagnosis , Aortic Valve Stenosis/therapy , Female , Heart Valve Prosthesis , Heart Valve Prosthesis Implantation/methods , Humans , Image Processing, Computer-Assisted , Male , Middle Aged
17.
Int J Cardiovasc Imaging ; 26(6): 711-20, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20339922

ABSTRACT

The purpose of this study was to evaluate the potential clinical value of coronary plaque imaging with a new generation CT scanner and the interobserver variability of coronary plaque assessment with a new semiautomatic plaque analysis application. Thirty-five isolated plaques of the left anterior descending coronary artery from 35 patients were evaluated with a new semiautomatic plaque analysis application. All patients were scanned with a 256-slice MDCT scanner (Brilliance iCT, Philips Healthcare, Cleveland OH, USA). Two independent observers evaluated lesion volume, maximum plaque burden, lesion CT number mean and standard deviation, and relative lesion composition. We found 10 noncalcified, 16 mixed, and 9 calcified lesions in our study cohort. Relative interobserver bias and variability for lesion volume were -37%, -13%, -49%, -44% and 28%, 16%, 37%, and 90% for all, noncalcified, mixed, and calcified lesions, respectively. Absolute interobserver bias and variability for relative lesion composition were 1.2%, 0.5%, 1.5%, 1.3% and 3.3%, 4.5%, 7.0%, and 4.4% for all, noncalcified, mixed, and calcified lesions, respectively. While mixed and calcified lesions demonstrated a high degree of lesion volume interobserver variability, noncalcified lesions had a lower degree of lesion volume interobserver variability. In addition, relative noncalcified lesion composition had a very low interobserver variability. Therefore, there may a role for MDCT in serial noncalcified plaque assessment with semiautomatic analysis software.


Subject(s)
Automation, Laboratory , Coronary Angiography/methods , Coronary Artery Disease/diagnostic imaging , Radiographic Image Interpretation, Computer-Assisted , Tomography, X-Ray Computed , Adult , Aged , Aged, 80 and over , Calcinosis/diagnostic imaging , Female , Humans , Male , Middle Aged , Observer Variation , Predictive Value of Tests , Reproducibility of Results , Retrospective Studies , Severity of Illness Index , Software , Tomography, Spiral Computed
18.
Eur J Radiol ; 74(3): e138-43, 2010 Jun.
Article in English | MEDLINE | ID: mdl-19540692

ABSTRACT

PURPOSE: To evaluate the feasibility of an automatic, whole-heart segmentation algorithm for measuring global heart function from gated, whole-chest MDCT images. MATERIAL AND METHODS: 15 patients with suspicion of PE underwent whole-chest contrast-enhanced MDCT with retrospective ECG synchronization. Two observers computed right and left ventricular functional indices using a semi-manual and an automatic whole-heart segmentation algorithm. The two techniques were compared using Bland-Altman analysis and paired Student's t-test. Measurement reproducibility was calculated using intraclass correlation coefficient. RESULTS: Ventricular analysis with automatic segmentation was successful in 13/15 (86%) and in 15/15 (100%) patients for the right ventricle and left ventricle, respectively. Reproducibility of measurements for both ventricles was perfect (ICC: 1.00) and very good for automatic and semi-manual measurements, respectively. Ventricular volumes and functional indices except right ventricular ejection fraction obtained from the automatic method were significantly higher for the RV compared to the semi-manual methods. CONCLUSIONS: The automatic, whole-heart segmentation algorithm enabled highly reproducible global heart function to be rapidly obtained in patients undergoing gated whole-chest MDCT for assessment of acute chest pain with suspicion of pulmonary embolism.


Subject(s)
Cardiac-Gated Imaging Techniques/methods , Pattern Recognition, Automated/methods , Radiographic Image Interpretation, Computer-Assisted/methods , Radiography, Thoracic/methods , Tomography, X-Ray Computed/methods , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Right/diagnostic imaging , Adult , Aged , Aged, 80 and over , Algorithms , Feasibility Studies , Female , Humans , Male , Middle Aged , Observer Variation , Radiographic Image Enhancement/methods , Reproducibility of Results , Sensitivity and Specificity , Ventricular Dysfunction, Left/complications , Ventricular Dysfunction, Right/complications
19.
Eur Radiol ; 19(4): 829-36, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19011864

ABSTRACT

To assess image quality and radiation exposure with prospectively gated axial CT coronary angiography (PGA) compared to retrospectively gated helical techniques (RGH). Forty patients with suspected coronary artery disease (CAD) and a stable heart rate below 65 bpm underwent CT coronary angiography (CTCA) using a 64-channel CT system. The patient cohort consisted of 20 consecutive patients examined using a PGA technique and 20 patients examined using a standard RGH technique. Both groups were matched demographically according to age, gender, body mass index, and heart rate. For both groups, two independent observers assessed image quality for all coronary segments on an ordinal scale from 1 (nonassessable) to 5 (excellent quality). Image quality and radiation exposure were compared between patient groups. There were no significant differences in vessel-based image quality between the two groups (P > 0.05). Mean (+/- SD) effective radiation exposure in the PGA group was 3.7 +/- 0.8 mSv compared to 18.9 +/- 3.8 mSv in the RGH group without ECG-based tube current modulation (P < 0.001). Preliminary experience shows PGA technique to be a promising approach for CTCA resulting in a substantial reduction in radiation exposure with image quality comparable to that of standard RGH technique.


Subject(s)
Coronary Angiography/methods , Coronary Artery Disease/diagnosis , Tomography, X-Ray Computed/methods , Aged , Algorithms , Coronary Artery Disease/diagnostic imaging , Electrocardiography/methods , Equipment Design , Female , Humans , Image Processing, Computer-Assisted/methods , Male , Middle Aged , Prospective Studies , Retrospective Studies
20.
IEEE Trans Med Imaging ; 27(9): 1189-201, 2008 Sep.
Article in English | MEDLINE | ID: mdl-18753041

ABSTRACT

Automatic image processing methods are a prerequisite to efficiently analyze the large amount of image data produced by computed tomography (CT) scanners during cardiac exams. This paper introduces a model-based approach for the fully automatic segmentation of the whole heart (four chambers, myocardium, and great vessels) from 3-D CT images. Model adaptation is done by progressively increasing the degrees-of-freedom of the allowed deformations. This improves convergence as well as segmentation accuracy. The heart is first localized in the image using a 3-D implementation of the generalized Hough transform. Pose misalignment is corrected by matching the model to the image making use of a global similarity transformation. The complex initialization of the multicompartment mesh is then addressed by assigning an affine transformation to each anatomical region of the model. Finally, a deformable adaptation is performed to accurately match the boundaries of the patient's anatomy. A mean surface-to-surface error of 0.82 mm was measured in a leave-one-out quantitative validation carried out on 28 images. Moreover, the piecewise affine transformation introduced for mesh initialization and adaptation shows better interphase and interpatient shape variability characterization than commonly used principal component analysis.


Subject(s)
Algorithms , Artificial Intelligence , Heart/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Imaging, Three-Dimensional/methods , Pattern Recognition, Automated/methods , Tomography, X-Ray Computed/methods , Computer Simulation , Humans , Image Enhancement/methods , Models, Anatomic , Models, Cardiovascular , Reproducibility of Results , Sensitivity and Specificity
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