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1.
Sci Rep ; 13(1): 9808, 2023 06 17.
Article in English | MEDLINE | ID: mdl-37330530

ABSTRACT

Habitat complexity affects the structure and dynamics of ecological communities, more often with increased complexity leading to greater species diversity and abundance. Among the terrestrial invertebrate groups, the low vagility of land snails makes them susceptible to react to small-scale habitat alteration. In the current paper we aimed to assess the relationship between taxonomic and functional composition and diversity of land snail communities and habitat structure in the riparian forest habitat. We found that both snail abundance and species richness responded positively to the increase in habitat complexity. The complexity of the riparian forest affected also the snail trait composition. Forest species, species living in woody debris, leaf litter, and root zone and those feeding on detritus were more abundant in complex habitats, while large snails with more offspring, snails having the ability to survive longer periods of dryness, as well as species that prefer arid habitats, were more abundant in less complex habitats. We concluded that habitat complexity promoted functional diversity, with the amount of woody debris as main positive driver, and the adjacent agricultural fields as negative driver of functional diversity.


Subject(s)
Ecosystem , Forests , Animals , Invertebrates , Snails , Biota , Biodiversity
2.
Am J Prev Med ; 63(2): e59-e64, 2022 08.
Article in English | MEDLINE | ID: mdl-35365394

ABSTRACT

INTRODUCTION: Lung cancer screening reduces mortality in large RCTs where adherence is high. Unfortunately, recently published adherence rates do not replicate those seen in trials. Previous publications support a centralized approach to ensure patient eligibility and improve adherence. METHODS: Investigators reviewed a large, geographically diverse cohort of patients from 14 health systems, with 73 centers across the U.S. Lung cancer screening patients were screened from 2015 to 2019 and tracked utilizing a commercial system. Data were analyzed in 2019-2021. Demographics, eligibility, imaging results, and cancer diagnosis were collected. Overall return was calculated for 2 years (Time 0-Time 1 and Time 1-Time 2) on the basis of follow-up through March 31, 2020. Only U.S. Preventive Services Task Force-eligible patients with a normal or benign result (Lung-Reporting and Data System 1 or 2) at baseline (Time 0) were included in annual adherence calculations. RESULTS: A total of 30,166 patients were screened; 50% were male, with a mean age of 65 years. Most individuals currently smoked (58.3%), with an average of 48.3 pack years. A total of 58% were White, 6% were Black, and 34% had race information unavailable. U.S. Preventive Services Task Force eligibility criteria were not met by 10.6%. Of the 26,958 patients eligible at baseline, 76% were Lung-Reporting and Data System 1 or 2. Annual adherence at Year 1 (Time 0-Time 1) was 48.4%. Adherence at Year 2 (Time 1-Time 2) was 44.4%. A total of 93 U.S. Preventive Services Task Force‒eligible patients were diagnosed with lung cancers, mostly during the first annual follow-up. CONCLUSIONS: In this large cohort screened and managed primarily using a commercial tracking platform, most patients were U.S. Preventive Services Task Force eligible. However, annual adherence was poor despite this resource, suggesting that additional interventions are needed to recognize the full mortality benefit from screening programs.


Subject(s)
Early Detection of Cancer , Lung Neoplasms , Aged , Cohort Studies , Early Detection of Cancer/methods , Female , Humans , Lung Neoplasms/diagnosis , Male , Mass Screening/methods , Preventive Health Services
3.
Eur Radiol ; 31(10): 7566-7574, 2021 Oct.
Article in English | MEDLINE | ID: mdl-33768291

ABSTRACT

OBJECTIVES: Proton density fat fraction (PDFF) is a validated biomarker of tissue fat quantification. However, validation has been limited to single-center or multi-center series using non-FDA-approved software. Thus, we assess the bias, linearity, and long-term reproducibility of PDFF obtained using commercial PDFF packages from several vendors. METHODS: Over 35 months, 438 subjects and 16 volunteers from a multi-center observational trial underwent PDFF MRI measurements using a 3-T MR system from one of three different vendors or a 1.5-T system from one vendor. Fat-water phantom sets were measured as part of each subject's examination. Manual region-of-interest measurements on the %fat image, then cross-sectional bias, linearity, and long-term reproducibility were assessed. RESULTS: Three hundred ninety-two phantom measurements were evaluable (90%). Bias ranged from 2.4 to - 3.8% for the lowest to the highest weight %fat. Regression fits of PDFF against synthesis weight %fat showed negligible non-linear effects and a linear slope of 0.94 (95% confidence interval: 0.938, 0.947). We observed significant vendor (p < 0.001) and field strength (p < 0.001) differences in bias and longitudinal variability. When the results were pooled across sites, vendors, and field strengths, the estimated reproducibility coefficient was 6.93% (95% CI: 6.25%, 7.81%). CONCLUSIONS: This study demonstrated good linearity, accuracy, and reproducibility for all investigated manufacturers and field strengths. However, significant vendor-dependent and field strength-dependent bias were found. While longitudinal PDFF measurements may be made using different field strength or vendor MR systems, if the MR system is not the same, based on these results, only PDFF changes ≥ 7% can be considered a true difference. KEY POINTS: • Phantom fat fraction (PDFF) MRI measurements over 35 months demonstrated good linearity, accuracy, and reproducibility for the vendor systems investigated. • Non-linear effects were negligible (linear slope of 0.94) over 0-100% fat; however, significant vendor (p < 0.001) and field strength (p<0.001) differences in bias and longitudinal variability were identified. Bias ranged from 2.4 to - 3.8% for 0-100 weight% fat, respectively. • Measurement bias could affect the accuracy of PDFF in clinical use. As the reproducibility coefficient was 6.93%, only greater changes in % fat can be considered true differences when making longitudinal PDFF measurements on different MR systems.


Subject(s)
Magnetic Resonance Imaging , Protons , Cross-Sectional Studies , Humans , Liver , Phantoms, Imaging , Reproducibility of Results
4.
Clin Trials ; 18(2): 197-206, 2021 04.
Article in English | MEDLINE | ID: mdl-33426918

ABSTRACT

BACKGROUND/AIMS: Quantitative imaging biomarkers have the potential to detect change in disease early and noninvasively, providing information about the diagnosis and prognosis of a patient, aiding in monitoring disease, and informing when therapy is effective. In clinical trials testing new therapies, there has been a tendency to ignore the variability and bias in quantitative imaging biomarker measurements. Unfortunately, this can lead to underpowered studies and incorrect estimates of the treatment effect. We illustrate the problem when non-constant measurement bias is ignored and show how treatment effect estimates can be corrected. METHODS: Monte Carlo simulation was used to assess the coverage of 95% confidence intervals for the treatment effect when non-constant bias is ignored versus when the bias is corrected for. Three examples are presented to illustrate the methods: doubling times of lung nodules, rates of change in brain atrophy in progressive multiple sclerosis clinical trials, and changes in proton-density fat fraction in trials for patients with nonalcoholic fatty liver disease. RESULTS: Incorrectly assuming that the measurement bias is constant leads to 95% confidence intervals for the treatment effect with reduced coverage (<95%); the coverage is especially reduced when the quantitative imaging biomarker measurements have good precision and/or there is a large treatment effect. Estimates of the measurement bias from technical performance validation studies can be used to correct the confidence intervals for the treatment effect. CONCLUSION: Technical performance validation studies of quantitative imaging biomarkers are needed to supplement clinical trial data to provide unbiased estimates of the treatment effect.


Subject(s)
Clinical Trials as Topic , Diagnostic Imaging , Research Design , Bias , Biomarkers , Brain/diagnostic imaging , Humans , Lung/diagnostic imaging , Monte Carlo Method , Multiple Sclerosis/diagnostic imaging
5.
Am J Kidney Dis ; 77(1): 44-55, 2021 01.
Article in English | MEDLINE | ID: mdl-32798563

ABSTRACT

RATIONALE & OBJECTIVES: Adiposity and physical fitness levels are major drivers of cardiometabolic risk, but these relationships have not been well-characterized in chronic kidney disease (CKD). We examined the associations of visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT), intrahepatic fat, and physical function with inflammation, insulin resistance, and adipokine levels in patients with CKD. STUDY DESIGN: Prospective cohort study. SETTING & PARTICIPANTS: Participants with stages 3-5 CKD not receiving maintenance dialysis, followed up at one of 8 clinical sites in the Chronic Renal Insufficiency Cohort (CRIC) Study, and who underwent magnetic resonance imaging of the abdomen at an annual CRIC Study visit (n = 419). PREDICTORS: VAT volume, SAT volume, intrahepatic fat, body mass index, waist circumference, and time taken to complete the 400-m walk test (physical function). OUTCOMES: Markers of inflammation (interleukin 1ß [IL-1ß], IL-6, tumor necrosis factor receptor 1 [TNFR1], and TNFR2), insulin resistance (homeostasis model assessment of insulin resistance), and adipokine levels (adiponectin, total and high molecular weight, resistin, and leptin). ANALYTICAL APPROACH: Multivariable linear regression of VAT and SAT volume, intrahepatic fat, and physical function with individual markers (log-transformed values), adjusting for relevant covariates. RESULTS: Mean age of the study population was 64.3 years; 41% were women, and mean estimated glomerular filtration rate was 53.2±14.6 (SD) mL/min/1.73m2. More than 85% were overweight or obese, and 40% had diabetes. Higher VAT volume, SAT volume, and liver proton density fat fraction were associated with lower levels of total and high-molecular-weight adiponectin, higher levels of leptin and insulin resistance, and lower high-density lipoprotein cholesterol and higher serum triglyceride levels. A slower 400-m walk time was associated only with higher levels of leptin, total adiponectin, plasma IL-6, and TNFR1 and did not modify the associations between fat measures and cardiometabolic risk factors. LIMITATIONS: Lack of longitudinal data and dietary details. CONCLUSIONS: Various measures of adiposity are associated with cardiometabolic risk factors. Physical function was also associated with the cardiometabolic risk factors studied and does not modify associations between fat measures and cardiometabolic risk factors. Longitudinal studies of the relationship between body fat and aerobic fitness with cardiovascular and kidney disease progression are warranted.


Subject(s)
Abdominal Fat , Immunologic Factors/blood , Inflammation/blood , Insulin Resistance , Physical Functional Performance , Renal Insufficiency, Chronic , Abdominal Fat/metabolism , Abdominal Fat/pathology , Biomarkers/blood , Body Mass Index , Cardiometabolic Risk Factors , Cohort Studies , Disease Progression , Female , Humans , Male , Middle Aged , Renal Insufficiency, Chronic/diagnosis , Renal Insufficiency, Chronic/epidemiology , Renal Insufficiency, Chronic/metabolism , Renal Insufficiency, Chronic/physiopathology , Risk Assessment/methods , United States/epidemiology
6.
Am J Cardiol ; 124(9): 1465-1469, 2019 11 01.
Article in English | MEDLINE | ID: mdl-31495443

ABSTRACT

Treatment strategies for complex patients with pulmonary embolism (PE) are often debated given patient heterogeneity, multitude of available treatment modalities, and lack of consensus guidelines. Although multidisciplinary Pulmonary Embolism Response Teams (PERT) are emerging to address this lack of consensus, their impact on patient outcomes is not entirely clear. This analysis was conducted to compare outcomes of all patients with PE before and after PERT availability. We analyzed all adult patients admitted with acute PE diagnosed on computed tomography scans in the 18 months before and after the institution of PERT at a large tertiary care hospital. Among 769 consecutive inpatients with PE, PERT era patients had lower rates of major or clinically relevant nonmajor bleeding (17.0% vs 8.3%, p = 0.002), shorter time-to-therapeutic anticoagulation (16.3 hour vs 12.6 hour, p = 0.009) and decreased use of inferior vena cava filters (22.2% vs 16.4%, p = 0.004). There was an increase in the use of thrombolytics/catheter-based strategies, however, this did not achieve statistical significance (p = 0.07). There was a significant decrease in 30-day/inpatient mortality (8.5% vs 4.7%, p = 0.03). These differences in outcomes were more pronounced in intermediate and high-risk patients (mortality 10.0% vs 5.3%, p = 0.02). The availability of multidisciplinary PERT was associated with improved outcomes including 30-day mortality. Patients with higher severity of PE seemed to derive most benefit from PERT availability.


Subject(s)
Anticoagulants/therapeutic use , Hemorrhage/epidemiology , Patient Care Team/organization & administration , Pulmonary Embolism/therapy , Adult , Aged , Delivery of Health Care , Embolectomy/methods , Embolectomy/statistics & numerical data , Endovascular Procedures/methods , Endovascular Procedures/statistics & numerical data , Extracorporeal Membrane Oxygenation/methods , Extracorporeal Membrane Oxygenation/statistics & numerical data , Female , Hemorrhage/chemically induced , Hospitalization , Humans , Male , Middle Aged , Thrombolytic Therapy/methods , Thrombolytic Therapy/statistics & numerical data , Tomography, X-Ray Computed , Vena Cava Filters/statistics & numerical data
7.
AJR Am J Roentgenol ; 212(3): 490-496, 2019 03.
Article in English | MEDLINE | ID: mdl-30620681

ABSTRACT

OBJECTIVE: The purposes of this article are to describe the creation of template report formats and content for a variety of abdominal and pelvic CT and MRI examinations and discuss a review-of-systems approach to text and avoidance of pitfalls of report templates. CONCLUSION: Organ system-specific report templates for CT and MRI incorporate radiologist preferences. Disease-specific report templates are created from these reports to provide a consistent radiologist and referring physician experience across the report templates.


Subject(s)
Magnetic Resonance Imaging , Medical Records , Radiography, Abdominal , Tomography, X-Ray Computed , Forms and Records Control , Humans
8.
Semin Arthritis Rheum ; 48(2): 155-161, 2018 10.
Article in English | MEDLINE | ID: mdl-29449014

ABSTRACT

OBJECTIVE: Osteoarthritis (OA) is a disease with a substantial public health burden. Quantitative assessments of periarticular bone may be a biomarker capable of monitoring early disease progression. The purpose of this study was to evaluate whether measures of periarticular bone associate with longitudinal structural progression. METHODS: We conducted a 12-18 months longitudinal study using the Osteoarthritis Initiative (OAI). Participants received knee dual-energy x-ray absorptiometry (DXA), trabecular magnetic resonance (MR) imaging, and x-rays. Knee DXAs generated proximal tibial medial:lateral periarticular bone mineral density (paBMD) measures. Proximal tibial trabecular MR images were assessed for trabecular morphometry: apparent bone volume fraction (BVF), trabecular number, thickness, and spacing. Weight-bearing x-rays were assessed for medial tibiofemoral joint space narrowing (JSN). Chi-squared analyses assessed whether periarticular bone measures were predictive of worsening medial tibiofemoral JSN, adjusted for age, sex, and BMI. RESULTS: In all, 444 participants, mean age 64.2 ± 9.2 years, BMI 29.5 ± 4.6kg/m2, and 52% male at baseline. Medial JSN (radiographic progression) occurred in 40 participants (9%). Higher baseline medial:lateral paBMD, apparent BVF, trabecular number and thickness, and lower baseline and decreased trabecular spacing were all associated with more progression of JSN in the medial compartment. From lowest to highest baseline medial:lateral paBMD quartile groups, 2%, 5%, 11%, and 18% had medial JSN progression, respectively, between the 36- and 48-month visits, p-values = 0.001 and 0.002 unadjusted and adjusted. The rate of change in medial:lateral paBMD, apparent BVF, and spacing were associated with more medial JSN. For rate of medial:lateral paBMD change from lowest to highest quartile, the proportion of each group that experienced medial JSN progression were 5%, 5%, 11%, and 18%, with an unadjusted and adjusted p-value of 0.005. CONCLUSION: Baseline and most rates of periarticular bone change associate with knee OA structural progression, highlighting the close relationship between subchondral bone and JSN. Future studies should focus on developing these measures as predictive and pathophysiological biomarkers, and evaluating their deployment in clinical trials testing bone-targeted therapeutics.


Subject(s)
Femur/diagnostic imaging , Knee Joint/diagnostic imaging , Osteoarthritis, Knee/diagnostic imaging , Tibia/diagnostic imaging , Absorptiometry, Photon , Aged , Bone Density/physiology , Disease Progression , Female , Humans , Longitudinal Studies , Magnetic Resonance Imaging , Male , Middle Aged , X-Rays
9.
Radiology ; 286(3): 1052-1061, 2018 03.
Article in English | MEDLINE | ID: mdl-29156147

ABSTRACT

Purpose To compare the diagnostic yield and complication rates of electromagnetic navigational bronchoscopic (ENB)-guided and computed tomography (CT)-guided percutaneous tissue sampling of lung nodules. Materials and Methods Retrospectively identified were 149 patients sampled percutaneously with CT guidance and 146 patients who underwent ENB with transbronchial biopsy of a lung lesion between 2013 and 2015. Clinical data, incidence of complications, and nodule pathologic analyses were assessed through electronic medical record review. Lung nodule characteristics were reviewed through direct image analysis. Molecular marker studies and pathologic analyses from surgical excision were reviewed when available. Multiple-variable logistic regression models were built to compare the diagnostic yield and complication rates for each method and for different patient and disease characteristics. Results CT-guided sampling was more likely to be diagnostic than ENB-guided biopsy (86.0% [129 of 150] vs 66.0% [99 of 150], respectively), and this difference remained significant even after adjustments were made for patient and nodule characteristics (P < .001). Age, American Society of Anesthesiologists class, emphysema grade, nodule size, and distance from pleura were not significant predictors of increased diagnostic yield. Intraprocedural time for physicians was significantly lower with CT-guided sampling (P < .001). Similar yield for molecular analyses was noted with the two approaches (ENB-guided sampling, 88.9% [32 of 36]; CT-guided sampling, 82.0% [41 of 50]). The two groups had similar rates of major complications (symptomatic hemorrhage, P > .999; pneumothorax requiring chest tube and/or admission, P = .417). Conclusion CT-guided transthoracic biopsy provided higher diagnostic yield in the assessment of peripheral pulmonary nodules than navigational bronchoscopy with a similar rate of clinically relevant complications. © RSNA, 2017 Online supplemental material is available for this article.


Subject(s)
Biopsy/methods , Bronchoscopy/methods , Multiple Pulmonary Nodules/diagnostic imaging , Tomography, X-Ray Computed/methods , Adult , Aged , Aged, 80 and over , Female , Humans , Lung/diagnostic imaging , Lung/pathology , Male , Middle Aged , Multiple Pulmonary Nodules/pathology , Radiography, Thoracic , Retrospective Studies , Young Adult
10.
Skeletal Radiol ; 46(1): 23-33, 2017 Jan.
Article in English | MEDLINE | ID: mdl-27815598

ABSTRACT

OBJECTIVE: To determine the concentrations exhibiting toxicity of a cartilage-targeted magnetic resonance imaging contrast agent compared with gadopentetate dimeglumine (Gd-DT-PA) in chondrocyte cultures. MATERIALS AND METHODS: A long-term Swarm rat chondrosarcoma chondrocyte-like cell line was exposed for 48 h to 1.0-20 mM concentrations of diaminobutyl-linked nitroxide (DAB4-DLN) citrate, 1.0-20 mM Gd-DTPA, 1.0 µM staurosporine (positive control), or left untreated. Cell appearance, 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assays of metabolic activity, quantitative PicoGreen assays of DNA content, and calcein-AM viability assays were compared. RESULTS: At 1.0-7.5 mM, minimal decrease in cell proliferation was found for both agents. At all doses of both agents, cell culture appearances were similar after 24 h of treatment. At the higher doses, differences in cell culture appearance were found after 48 h of treatment, with dose-dependent declines in chondrocyte populations for both agents. Concentration-dependent declines in DNA content and calcein fluorescence were found after 48 h of treatment, but beginning at a lower dose of DAB4-DLN citrate than Gd-DTPA. Dose-dependent decreases in MTT staining (cell metabolism) were apparent for both agents, but larger effects were evident at a lower dose for DAB-DLN citrate. Poor MTT staining of cells exposed for 48 h to 20 mM DAB4-DLN citrate probably indicates dead or dying cells. CONCLUSION: The minimal effect of the long-term exposure of model chondrocyte cell cultures to DAB4-DLN citrate and Gd-DTPA concentrations up to 7.5 mM (3x typical arthrographic administration) is supporting evidence that these doses are acceptable for MR arthrography. The findings are reassuring given that the experimental exposure to the contrast agents at sustained concentrations was much longer than when used clinically.


Subject(s)
Cartilage, Articular/drug effects , Chondrocytes/drug effects , Contrast Media/toxicity , Gadolinium DTPA/toxicity , Animals , Cartilage, Articular/metabolism , Cartilage, Articular/pathology , Cell Proliferation , Chondrocytes/metabolism , Chondrocytes/pathology , Contrast Media/administration & dosage , Dendrimers/administration & dosage , Dendrimers/toxicity , Dose-Response Relationship, Drug , Drug Evaluation, Preclinical , Gadolinium DTPA/administration & dosage , Magnetic Resonance Imaging , Rats , Staurosporine , Tumor Cells, Cultured/drug effects
12.
J Ultrasound Med ; 34(6): 1037-42, 2015 Jun.
Article in English | MEDLINE | ID: mdl-26014323

ABSTRACT

OBJECTIVES: The purpose of this study was to define and report on the effect of a comprehensive musculoskeletal sonography training program to improve accuracy (sensitivity and specificity) for the diagnosis of rotator cuff tears in relatively inexperienced operators. METHODS: Before the training program was implemented, radiologists (n = 12) had a mean of 2 years (range, <1-12 years) of experience performing and interpreting musculoskeletal sonography. Pre- and post-training shoulder sonographic results were compared to surgical reports or, in their absence, to shoulder magnetic resonance imaging or computed tomographic arthrographic results if within 2 months of the sonographic examination. A total of 82 patients were included in the pre-training group (January 2010-December 2011), and 50 patients were included in the post-training group (January 2012-June 2013). The accuracy, sensitivity, specificity, and positive and negative predictive values were determined for the presence or absence of supraspinatus and infraspinatus tendon tears. RESULTS: After implementation of the training program, the sensitivity of sonography for detecting full-thickness rotator cuff tears increased by 14%, and the sensitivity for detecting partial-thickness rotator cuff tears increased by 3%. CONCLUSIONS: Quality improvement programs and acquisition standardization along with ongoing, focused case conferences for the entire care team increased the sensitivity of shoulder sonography for diagnosing both full- and partial-thickness rotator cuff tears, independent of the years of operator experience.


Subject(s)
Radiology/education , Rotator Cuff Injuries , Rotator Cuff/diagnostic imaging , Aged , Female , Humans , Male , Middle Aged , Reproducibility of Results , Retrospective Studies , Sensitivity and Specificity , Ultrasonography
13.
J Am Coll Radiol ; 12(4): 349-57, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25842015

ABSTRACT

PURPOSE: The goal of the study was to determine the effects of guideline implementation strategy using 2 commercial radiology clinical decision support (CDS) systems. METHODS: The appropriateness and insurance dispositions of MRI and CT orders were evaluated using the Medicalis SmartReq and Nuance RadPort CDS systems during 2 different 3-month periods. Logistic regression was used to compare these outcomes between the 2 systems, after adjusting for patient-mix differences. RESULTS: Approximately 2,000 consecutive outpatient MRI and CT orders were evaluated over 2 periods of 3 months each. Medicalis scored 60% of exams as "indeterminate" (insufficient information) or "not validated" (no guidelines). Excluding these cases, Nuance scored significantly more exams as appropriate than did Medicalis (80% versus 51%, P < .001) and predicted insurance outcome significantly more often (76% versus 58%, P < .001). Only when the Medicalis "indeterminate" and "not validated" categories were combined with the high- or moderate-utility categories did the 2 CDS systems have similar performance. Overall, 19% of examinations with low-utility ratings were reimbursed. Conversely, 0.8% of examinations with high- or moderate-utility ratings were denied reimbursement. CONCLUSIONS: The chief difference between the 2 CDS systems, and the strongest influence on outcomes, was how exams without relevant guidelines or with insufficient information were handled. Nuance augmented published guidelines with clinical best practice; Medicalis requested additional information utilizing pop-up windows. Thus, guideline implementation choices contributed to decision making and outcomes. User interface, specifically, the number of screens and completeness of indication choices, controlled CDS interactions and, coupled with guidance implementation, influenced willingness to use the CDS system.


Subject(s)
Decision Support Systems, Clinical/statistics & numerical data , Decision Support Systems, Clinical/standards , Guideline Adherence/statistics & numerical data , Practice Guidelines as Topic , Radiology/standards , Unnecessary Procedures/statistics & numerical data , Ohio
14.
J Orthop Res ; 33(5): 640-50, 2015 May.
Article in English | MEDLINE | ID: mdl-25641500

ABSTRACT

This work evaluates the ability of quantitative MRI to discriminate between normal and pathological human osteochondral plugs characterized by the Osteoarthritis Research Society International (OARSI) histological system. Normal and osteoarthritic human osteochondral plugs were scored using the OARSI histological system and imaged at 3 T using MRI sequences producing T1 and T2 contrast and measuring T1, T2, and T2* relaxation times, magnetization transfer, and diffusion. The classification accuracies of quantitative MRI parameters and corresponding weighted image intensities were evaluated. Classification models based on the Mahalanobis distance metric for each MRI measurement were trained and validated using leave-one-out cross-validation with plugs grouped according to OARSI histological grade and score. MRI measurements used for classification were performed using a region-of-interest analysis which included superficial, deep, and full-thickness cartilage. The best classifiers based on OARSI grade and score were T1- and T2-weighted image intensities, which yielded accuracies of 0.68 and 0.75, respectively. Classification accuracies using OARSI score-based group membership were generally higher when compared with grade-based group membership. MRI-based classification--either using quantitative MRI parameters or weighted image intensities--is able to detect early osteoarthritic tissue changes as classified by the OARSI histological system. These findings suggest the benefit of incorporating quantitative MRI acquisitions in a comprehensive clinical evaluation of OA.


Subject(s)
Bone and Bones/pathology , Cartilage, Articular/pathology , Knee Joint/pathology , Magnetic Resonance Imaging/methods , Osteoarthritis, Knee/pathology , Adult , Aged , Female , Humans , Male , Middle Aged
15.
J Magn Reson Imaging ; 42(1): 136-44, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25327944

ABSTRACT

BACKGROUND: To evaluate the sensitivity and specificity of classification of pathomimetically degraded bovine nasal cartilage at 3 Tesla and 37°C using univariate MRI measurements of both pure parameter values and intensities of parameter-weighted images. METHODS: Pre- and posttrypsin degradation values of T1 , T2 , T2 *, magnetization transfer ratio (MTR), and apparent diffusion coefficient (ADC), and corresponding weighted images, were analyzed. Classification based on the Euclidean distance was performed and the quality of classification was assessed through sensitivity, specificity and accuracy (ACC). RESULTS: The classifiers with the highest accuracy values were ADC (ACC = 0.82 ± 0.06), MTR (ACC = 0.78 ± 0.06), T1 (ACC = 0.99 ± 0.01), T2 derived from a three-dimensional (3D) spin-echo sequence (ACC = 0.74 ± 0.05), and T2 derived from a 2D spin-echo sequence (ACC = 0.77 ± 0.06), along with two of the diffusion-weighted signal intensities (b = 333 s/mm(2) : ACC = 0.80 ± 0.05; b = 666 s/mm(2) : ACC = 0.85 ± 0.04). In particular, T1 values differed substantially between the groups, resulting in atypically high classification accuracy. The second-best classifier, diffusion weighting with b = 666 s/mm(2) , as well as all other parameters evaluated, exhibited substantial overlap between pre- and postdegradation groups, resulting in decreased accuracies. CONCLUSION: Classification according to T1 values showed excellent test characteristics (ACC = 0.99), with several other parameters also showing reasonable performance (ACC > 0.70). Of these, diffusion weighting is particularly promising as a potentially practical clinical modality. As in previous work, we again find that highly statistically significant group mean differences do not necessarily translate into accurate clinical classification rules.


Subject(s)
Cartilage Diseases/pathology , Cartilage, Articular/pathology , Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Animals , Cattle , Image Enhancement/methods , In Vitro Techniques , Reproducibility of Results , Sensitivity and Specificity
16.
BMC Musculoskelet Disord ; 15: 143, 2014 Apr 29.
Article in English | MEDLINE | ID: mdl-24779374

ABSTRACT

BACKGROUND: In the knee, high-resolution magnetic resonance (MR) imaging has demonstrated that increased apparent bone volume fraction (trabecular bone volume per total volume; BV/TV) in the peri-articular proximal medial tibia is associated with joint space narrowing and the presence of bone marrow lesions. However, despite evidence of construct validity, MR-based apparent BV/TV has not yet been cross-validated in the proximal medial tibia by comparison with a gold standard (e.g., micro-computed tomography [microCT]). In this cadaveric validation study we explored the association between MR-based apparent BV/TV and microCT-based BV/TV in the proximal peri-articular medial tibia. METHODS: Fresh cadaveric whole knee specimens were obtained from individuals 51 to 80 years of age with no knee pathology other than osteoarthritis. Ten knees were collected from five cadavers within 10 hours of death and underwent a 3-Tesla MR exam including a coronal-oblique 3-dimensional fast imaging with steady state precession (3D FISP) sequence within 36 hours of death. The specimens were placed in a 4% paraformaldehyde in phosphate buffer within 58 hours of death. After preservation, a subchondral region from the tibial plateau was collected and underwent microCT imaging with a voxel size of 9 µm x 9 µm x 9 µm. A single reader analyzed the microCT images in a similar volume of interest as selected in the MR measures. A different reader analyzed the MR-based trabecular morphometry using a custom analysis tool. To analyze the MR-based trabecular morphometry, a rectangular region of interest (ROI) was positioned on the 20 central images in the proximal medial tibial subchondral bone. The primary outcome measures were MR-based and microCT-based trabecular BV/TV in the proximal medial tibia. RESULTS: The MR-based apparent BV/TV was strongly correlated with microCT-based BV/TV (r=0.83, confidence interval=0.42 to 0.96), despite the MR-based apparent BV/TV being systematically lower than measured using microCT. CONCLUSIONS: MR-based apparent BV/TV in the proximal peri-articular medial tibia has good construct validity and may represent an alternative for CT-based BV/TV.


Subject(s)
Cartilage, Articular/pathology , Magnetic Resonance Imaging/standards , Tibia/pathology , Aged , Aged, 80 and over , Cadaver , Female , Humans , Male , Middle Aged , Organ Size , Tomography, X-Ray Computed/standards
17.
J Reprod Med ; 59(3-4): 174-6, 2014.
Article in English | MEDLINE | ID: mdl-24724227

ABSTRACT

BACKGROUND: A suburethral diverticulum is a herniation of the urethra into the potential space between the anterior vaginal wall and the periurethral fascia. We report a case of an unusual-appearing suburethral diverticulum that resulted from repetitive self-induced trauma. CASE: A 43-year-old, mentally handicapped woman presented to our clinic for evaluation of a papillary mass projecting from her anterior vaginal wall. Her caretakers reported that the woman traumatized herself periodically to induce vaginal bleeding. After evaluation the mass was excised in the operating room, and the diagnosis of a suburethral diverticulum was confirmed. CONCLUSION: Self-induced trauma as an etiology of suburethral diverticula should be considered in patients with atypical-appearing masses of the anterior vaginal wall.


Subject(s)
Diverticulum/etiology , Self-Injurious Behavior/complications , Urethral Diseases/etiology , Vagina/injuries , Adult , Female , Humans , Persons with Mental Disabilities/psychology , Uterine Hemorrhage/etiology , Vaginal Diseases/etiology , Vaginal Diseases/pathology , Vaginal Diseases/surgery
18.
AJR Am J Roentgenol ; 202(4): 811-8, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24660711

ABSTRACT

OBJECTIVE: The purpose of this article is to determine how often a malignant process presents as a lucency near a hip prosthesis, and to classify the frequency and distribution of differential diagnoses of these lytic lesions, and to determine their disposition. MATERIALS AND METHODS: Hip and pelvis imaging examinations obtained from January 1998 to June 2008 were text searched (1,164,560 reports) to identify patients with hip prostheses (3508 patients); the records were then searched and individually reviewed to identify periprosthetic lucency (2036 reports; 176 patients). The most likely cause for the lucency, as determined by the interpreting radiologist, was recorded. Malignancy was confirmed in all cases. Malignancy was excluded by biopsy for some patients but by clinical follow-up or at the time of revision, if performed, for most patients. Prevalence rates and 95% CIs were calculated. RESULTS: The overall prevalence of periprosthetic lucency was 5.02%. The prospective diagnoses suggested included loosening or infection (37.5%), degenerative cysts (19.3%), metastases (23.3%), multiple myeloma (14.8%), and metastasis of previously unknown malignancy (3.4%). The prevalence of metastases or multiple myeloma near a hip prosthesis was 1.54%; however, each of these patients had a known prior diagnosis of bone metastases, multiple myeloma, or primary bone malignancy. CONCLUSION: Among the 2036 examinations with periprosthetic lucency, there were no instances of new malignancy, metastasis, or myeloma. These results suggest that it is statistically unlikely that a lucency near a hip prosthesis represents the first presentation of malignancy or metastases, regardless of how large or aggressive it may appear on imaging.


Subject(s)
Bone Neoplasms/diagnostic imaging , Hip Prosthesis , Multiple Myeloma/diagnostic imaging , Osteolysis/diagnostic imaging , Tomography, X-Ray Computed , Adolescent , Adult , Aged , Aged, 80 and over , Arthroplasty, Replacement, Hip , Biopsy , Bone Neoplasms/epidemiology , Diagnosis, Differential , Female , Humans , Male , Middle Aged , Multiple Myeloma/epidemiology , Osteolysis/epidemiology , Prevalence , Prosthesis Failure , Retrospective Studies
19.
Acad Radiol ; 20(12): 1592-7, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24200487

ABSTRACT

RATIONALE AND OBJECTIVES: Delays between order and magnetic resonance (MR) exam often result when using the conventional paper-based MR safety screening process. The impact of an electronic MR safety screening process imbedded in a computerized physician order entry (CPOE) system was evaluated. MATERIALS AND METHODS: Retrospective chart review of 4 months of inpatient MR exam orders and reports was performed before and after implementation of electronic MR safety documentation. Time from order to MR exam completion, time from MR exam completion to final radiology report, and time from first order to final report were analyzed by exam anatomy. Length of stay (LOS) and date of service within the admission were also analyzed. RESULTS: We evaluated 1947 individual MR orders in 1549 patients under an institutional review board exemption and a waiver of informed consent. Implementation of the electronic safety screening process resulted in a significant decrease of 1.1 hours (95% confidence interval 1.0-1.3 hours) in the mean time between first order to final report and a nonsignificant decrease of 0.8 hour in the median time from first order to exam end. There was a 1-day reduction (P = .697) in the time from admission to the MR exam compared to the paper process. No significant change in LOS was found except in neurological intensive care patients imaged within the first 24 hours of their admission, where a mean 0.9-day decrease was found. CONCLUSION: Benefits of an electronic process for MR safety screening include enabling inpatients to have decreased time to MR exams, thus enabling earlier diagnosis and treatment and reduced LOS.


Subject(s)
Efficiency, Organizational/statistics & numerical data , Inpatients/statistics & numerical data , Magnetic Resonance Imaging/adverse effects , Magnetic Resonance Imaging/statistics & numerical data , Medical Order Entry Systems/statistics & numerical data , Patient Safety/statistics & numerical data , Contrast Media/adverse effects , Decision Support Systems, Clinical/organization & administration , Decision Support Systems, Clinical/statistics & numerical data , Humans , Length of Stay/statistics & numerical data , Magnetic Resonance Imaging/methods , Medical Order Entry Systems/organization & administration , Retrospective Studies , Time Factors
20.
AJR Am J Roentgenol ; 200(6): 1298-303, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23701068

ABSTRACT

OBJECTIVE: The purpose of this article is to determine the decrease in volume CT dose index (CTDI(vol)) and dose-length product (DLP) achieved by switching from fixed quality reference tube current protocols with automatic tube current modulation to protocols adjusting the quality reference tube current, slice collimation, and peak kilovoltage according to patient weight. MATERIALS AND METHODS: All adult patients who underwent CT examinations of the abdomen or abdomen and pelvis during 2010 using weight-based protocols who also underwent a CT examination in 2008 or 2009 using fixed quality reference tube current protocols were identified from the radiology information system. Protocol pages were electronically retrieved, and the CT model, examination date, scan protocol, CTDI(vol), and DLP were extracted from the DICOM header or by optical character recognition. There were 15,779 scans with dose records for 2700 patients. Changes in CTDI(vol) and DLP were compared only between examinations of the same patient and same CT system model for examinations performed in 2008 or 2009 and those performed in 2010. The final analysis consisted of 1117 comparisons in 1057 patients, and 1209 comparisons in 988 patients for CTDI(vol) and DLP, respectively. RESULTS: The change to a weight-based protocol resulted in a statistically significant reduction in CTDI(vol) and DLP on three MDCT system models (p < 0.001). The largest average CTDI(vol) decrease was 13.9%, and the largest average DLP decrease was 16.1% on a 64-MDCT system. Both the CTDI(vol) and DLP decreased the most for patients who weighed less than 250 lb (112.5 kg). CONCLUSION: Adjusting the CT protocol by selecting parameters according to patient weight is a viable method for reducing CT radiation dose. The largest reductions occurred in the patients weighing less than 250 lb.


Subject(s)
Body Weight , Multidetector Computed Tomography/methods , Radiation Dosage , Radiation Protection/methods , Radiography, Abdominal/methods , Adult , Clinical Protocols , Female , Humans , Linear Models , Male , Multidetector Computed Tomography/instrumentation , Patient Selection , Radiography, Abdominal/instrumentation , Retrospective Studies
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