Matthew P. Johnson
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Research Interests
Matthew P. Johnson has a total of 121 co-authors. Here are the top co-authors by number of shared publications:
- Joel G. Fletcher
Department of Radiology, Mayo Clinic, Rochester, USA
6 shared publications - Cynthia H. McCollough
Department of Radiology, Mayo Clinic, Rochester, Minnesota
5 shared publications - Shuai Leng
Mayo Clinic
5 shared publications - Christi A. Patten
Mayo Clinic
4 shared publications - LaPrincess Cerise Brewer
Department of Cardiovascular Medicine, Mayo Clinic College of Medicine, Rochester, MN (L.C.B.).
4 shared publications - Lisa A. Cooper
Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, USA
4 shared publications
Latest Publications
- Open Access
- 7 January 2026
- Published by Wroclaw Medical University in Advances in Clinical and Experimental Medicine
- Vol. 35  (5) , 939-944
Racial differences in ceramides, cardiovascular health and cardiovascular risk: A preliminary analysis
Plasma ceramides are recognized biomarkers of cardiovascular risk; however, racial and ethnic differences in their levels, as well as their association with cardiovascular health (CVH) among African-American populations, remain insufficiently studied. This study aimed to assess the association between ceramide scores and CVH, as well as atherosclerotic cardiovascular disease (ASCVD) risk, among African-American adults, and to compare ceramide scores between African-American and White adults. We conducted a secondary analysis of 2 U.S. studies including African-American and White adults. Collected data encompassed demographics, behavioral factors (e.g., diet) and clinical measures (e.g., plasma ceramide levels). Atherosclerotic cardiovascular disease risk was assessed using the American College of Cardiology/American Heart Association (ACC/AHA) 10-year pooled cohort equations, while CVH was evaluated using the American Heart Association (AHA) Life's Essential 8 (LE8) scoring system. Fifty-eight African-American adults (mean age: 54.6 years; 67.2% women) and 1,103 White adults (mean age: 64.5 years; 52.1% women) were included. Compared with White participants, African-Americans had significantly higher prevalence of obesity, hypertension, diabetes, and hyperlipidemia, but similar ASCVD risk (12.8% vs 12.6%; p = 0.65). No significant associations were observed between ceramide scores and either LE8 or ASCVD risk in African-Americans. Ceramide levels differed by race/ethnicity, with African-Americans showing lower concentrations of 18:0 (0.08 vs 0.10 μmol/L) and 24:1 (0.91 vs 1.17 μmol/L) species compared with White adults (both p < 0.001). No association was observed between ceramide scores and CVH or ASCVD risk in African-American adults. Despite having a less favorable cardiometabolic profile, African-Americans exhibited lower ceramide levels than White adults. These findings suggest that ceramide scores may not accurately reflect cardiovascular risk in African-American populations.
- 7 January 2026
- Published by Wroclaw Medical University in Advances in Clinical and Experimental Medicine
- Vol. 35  (5) , 939-944
Open AccessRacial differences in ceramides, cardiovascular health and cardiovascular risk: A preliminary analysis
Plasma ceramides are recognized biomarkers of cardiovascular risk; however, racial and ethnic differences in their levels, as well as their association with cardiovascular health (CVH) among African-American populations, remain insufficiently studied. This study aimed to assess the association between ceramide scores and CVH, as well as atherosclerotic cardiovascular disease (ASCVD) risk, among African-American adults, and to compare ceramide scores between African-American and White adults. We conducted a secondary analysis of 2 U.S. studies including African-American and White adults. Collected data encompassed demographics, behavioral factors (e.g., diet) and clinical measures (e.g., plasma ceramide levels). Atherosclerotic cardiovascular disease risk was assessed using the American College of Cardiology/American Heart Association (ACC/AHA) 10-year pooled cohort equations, while CVH was evaluated using the American Heart Association (AHA) Life's Essential 8 (LE8) scoring system. Fifty-eight African-American adults (mean age: 54.6 years; 67.2% women) and 1,103 White adults (mean age: 64.5 years; 52.1% women) were included. Compared with White participants, African-Americans had significantly higher prevalence of obesity, hypertension, diabetes, and hyperlipidemia, but similar ASCVD risk (12.8% vs 12.6%; p = 0.65). No significant associations were observed between ceramide scores and either LE8 or ASCVD risk in African-Americans. Ceramide levels differed by race/ethnicity, with African-Americans showing lower concentrations of 18:0 (0.08 vs 0.10 μmol/L) and 24:1 (0.91 vs 1.17 μmol/L) species compared with White adults (both p < 0.001). No association was observed between ceramide scores and CVH or ASCVD risk in African-American adults. Despite having a less favorable cardiometabolic profile, African-Americans exhibited lower ceramide levels than White adults. These findings suggest that ceramide scores may not accurately reflect cardiovascular risk in African-American populations.
- 1 December 2025
- Published by Springer Nature in Abdominal Radiology
- Vol. 51  (6) , 2785-2796
Prospective pilot evaluation of dark borosilicate oral contrast media for the evaluation of the stomach and small bowel using CT
Purpose To evaluate the feasibility of use of dark borosilicate oral contrast media (DBOCM) in abdominopelvic CT in comparison with conventional oral contrast media (COCM) in a multi-institutional setting. Methods Patients with known or suspected inflammatory bowel disease (IBD) (Site A) or suspected peritoneal carcinomatosis (Site B), who had undergone initial standard-of-care CT using COCM (positive, n = 10; neutral n = 22), underwent research CT with DBOCM. Attenuation differences between bowel wall and lumen using COCM and DBOCM were measured. Three radiologists independently examined all examinations with COCM and DBOCM. Patient tolerance and safety were recorded. Bowel wall visualization, distention, distended bowel length, and radiologist preference for bowel visualization were rated. Imaging findings using both oral contrast media were recorded, and a final consensus evaluation was performed to evaluate whether additional findings detected with DBOCM were visible with COCM. Results Thirty-two patients (IBD, n = 15; suspected peritoneal carcinomatosis, n = 17) were included. No severe adverse effects were seen with DBOCM. Compared to COCM, DBOCM yielded significantly higher attenuation differences between bowel wall and lumen (P < .001). Bowel wall visualization, distention, and distended bowel length was significantly higher from the stomach to the ileum using DBOCM (P < .001). DBOCM was preferred by each reader over COCM for all intestinal segments, but significance was not achieved in pooled results. Additional imaging findings were found in seven patients (22% [7/32]; 95% CI 9–40%) using DBOCM. Conclusion Compared to COCM, DBOCM yielded improved bowel wall visualization and distention, also revealing additional imaging findings.
- 1 December 2025
- Published by Springer Nature in Abdominal Radiology
- Vol. 51  (6) , 2785-2796
Prospective pilot evaluation of dark borosilicate oral contrast media for the evaluation of the stomach and small bowel using CT
Purpose To evaluate the feasibility of use of dark borosilicate oral contrast media (DBOCM) in abdominopelvic CT in comparison with conventional oral contrast media (COCM) in a multi-institutional setting. Methods Patients with known or suspected inflammatory bowel disease (IBD) (Site A) or suspected peritoneal carcinomatosis (Site B), who had undergone initial standard-of-care CT using COCM (positive, n = 10; neutral n = 22), underwent research CT with DBOCM. Attenuation differences between bowel wall and lumen using COCM and DBOCM were measured. Three radiologists independently examined all examinations with COCM and DBOCM. Patient tolerance and safety were recorded. Bowel wall visualization, distention, distended bowel length, and radiologist preference for bowel visualization were rated. Imaging findings using both oral contrast media were recorded, and a final consensus evaluation was performed to evaluate whether additional findings detected with DBOCM were visible with COCM. Results Thirty-two patients (IBD, n = 15; suspected peritoneal carcinomatosis, n = 17) were included. No severe adverse effects were seen with DBOCM. Compared to COCM, DBOCM yielded significantly higher attenuation differences between bowel wall and lumen (P < .001). Bowel wall visualization, distention, and distended bowel length was significantly higher from the stomach to the ileum using DBOCM (P < .001). DBOCM was preferred by each reader over COCM for all intestinal segments, but significance was not achieved in pooled results. Additional imaging findings were found in seven patients (22% [7/32]; 95% CI 9–40%) using DBOCM. Conclusion Compared to COCM, DBOCM yielded improved bowel wall visualization and distention, also revealing additional imaging findings.
- Open Access
- 1 December 2025
- Published by JMIR Publications Inc. in Journal of Participatory Medicine
- Vol. 17, e69604
A Community-Engaged Approach for Assessment of Cortisol Dynamic Range and Multilevel Chronic Stress in African Americans: FAITH! Heart Health+ Ancillary Study
Background: Chronic stress in African American individuals is multilayered amid the context of experiences of racism and discrimination. Cortisol dynamic range (CDR) may be an indicator of chronic stress, but CDR is understudied in African American populations compared with White populations, and is hypothesized to differ by sex. Objective: Using a community-engaged approach within the Fostering African-American Improvement in Total Health! (FAITH!) Heart Health+ ancillary study, we assessed the feasibility of participant-centric CDR collection, and its association with measures for individual, interpersonal, and structural stress and exposure to racism in medically underserved African American women and men. Methods: Participants residing in the Minneapolis-St Paul and Rochester, Minnesota areas provided survey data (everyday discrimination, perceived stress, mood, sleep quality, and high effort coping measures), and saliva samples (morning and afternoon) via at-home, self-collection kits for cortisol measurement. CDR was calculated as a difference in log cortisol levels (ie, log of the cortisol diurnal peak-to-nadir ratio). Geospatial Area Deprivation Index and the distance lived from George Floyd Square in Minneapolis were calculated. Linear regression examined the association between CDR and outcome variables. Results: Of consented participants (n=53), 70% (37/53) provided cortisol samples. The final analytic sample included 32 participants with complete and physiological diurnal cortisol curves (mean age 57.5 years, 62.5% [20/32] women). Lower (less dynamic) CDR in women (n=20) was associated with greater perceived stress (β=–0.07, P=.01), greater anxiety (β=–0.06, P=.01), higher Superwoman Schema score (β=–0.02, P=.04), and greater distance from George Floyd Square (β=–0.02, P=.01). No associations were observed in men (P>.05). Conclusions: The current results suggest that CDR from participant-led saliva collection is feasible and may serve as a biomarker of chronic and physiological stress in African American women, particularly those residing in underresourced areas.
- 1 December 2025
- Published by JMIR Publications Inc. in Journal of Participatory Medicine
- Vol. 17, e69604
Open AccessA Community-Engaged Approach for Assessment of Cortisol Dynamic Range and Multilevel Chronic Stress in African Americans: FAITH! Heart Health+ Ancillary Study
Background: Chronic stress in African American individuals is multilayered amid the context of experiences of racism and discrimination. Cortisol dynamic range (CDR) may be an indicator of chronic stress, but CDR is understudied in African American populations compared with White populations, and is hypothesized to differ by sex. Objective: Using a community-engaged approach within the Fostering African-American Improvement in Total Health! (FAITH!) Heart Health+ ancillary study, we assessed the feasibility of participant-centric CDR collection, and its association with measures for individual, interpersonal, and structural stress and exposure to racism in medically underserved African American women and men. Methods: Participants residing in the Minneapolis-St Paul and Rochester, Minnesota areas provided survey data (everyday discrimination, perceived stress, mood, sleep quality, and high effort coping measures), and saliva samples (morning and afternoon) via at-home, self-collection kits for cortisol measurement. CDR was calculated as a difference in log cortisol levels (ie, log of the cortisol diurnal peak-to-nadir ratio). Geospatial Area Deprivation Index and the distance lived from George Floyd Square in Minneapolis were calculated. Linear regression examined the association between CDR and outcome variables. Results: Of consented participants (n=53), 70% (37/53) provided cortisol samples. The final analytic sample included 32 participants with complete and physiological diurnal cortisol curves (mean age 57.5 years, 62.5% [20/32] women). Lower (less dynamic) CDR in women (n=20) was associated with greater perceived stress (β=–0.07, P=.01), greater anxiety (β=–0.06, P=.01), higher Superwoman Schema score (β=–0.02, P=.04), and greater distance from George Floyd Square (β=–0.02, P=.01). No associations were observed in men (P>.05). Conclusions: The current results suggest that CDR from participant-led saliva collection is feasible and may serve as a biomarker of chronic and physiological stress in African American women, particularly those residing in underresourced areas.
- 29 May 2025
- Published by Springer Nature in Abdominal Radiology
- Vol. 50  (12) , 6064-6075
Proposed new MRI scoring system of rectosigmoid endometriosis to guide operative planning
Background Rectosigmoid endometriosis (RSE) presents with a diverse array of MRI findings that impact surgical planning. No standardized reporting and data system has been established for RSE. Purpose We propose a novel MRI scoring system designed to predict the likelihood of muscularis propria (MP) involvement in RSE, which would, in turn, influence surgical planning. Materials and methods The records of patients with bowel endometriosis treated surgically from May 2018 to June 2022 were retrieved. Surgery was classified as partial thickness discoid, full thickness discoid, or segmental resection. Each pre-treatment MRI was scored based on the mutual agreement of two abdominal radiologists (reference score). The MRI score was defined as (1) score 0: no evidence of RSE, (2) score 1: minimal tethering involving the serosal surface without MP involvement, (3) score 2: intermediate soft tissue thickening involving the rectosigmoid colon with indeterminate MP involvement, or (4) score 3: definite mushroom cap sign or definite MP involvement. In the reader study, two radiologists independently scored each exam. The area under the curve (AUC) was evaluated for predicting the need for segmental or full thickness discoid resection. Results The cohort consisted of 95 patients (median age: 36 years); 16, 14, 30, and 35 patients had MRI score 0, 1, 2, and 3, respectively. Patients with MRI scores 3 and 2 underwent partial thickness discoid (6% vs. 50%), full thickness discoid (6% vs. 17%), and segmental resection (89% vs. 33%), respectively. All patients with MRI scores 1 or 0 either underwent partial thickness discoid resection or did not undergo rectosigmoid surgery. The AUCs were 92.2%, 84.5% and 93.9% for MRI scores of the reference, reader 1, and 2, respectively. Conclusion Our MRI scoring system based on suspected depth of bowel invasion showed good diagnostic performance to predict the type of surgical intervention needed.
- 29 May 2025
- Published by Springer Nature in Abdominal Radiology
- Vol. 50  (12) , 6064-6075
Proposed new MRI scoring system of rectosigmoid endometriosis to guide operative planning
Background Rectosigmoid endometriosis (RSE) presents with a diverse array of MRI findings that impact surgical planning. No standardized reporting and data system has been established for RSE. Purpose We propose a novel MRI scoring system designed to predict the likelihood of muscularis propria (MP) involvement in RSE, which would, in turn, influence surgical planning. Materials and methods The records of patients with bowel endometriosis treated surgically from May 2018 to June 2022 were retrieved. Surgery was classified as partial thickness discoid, full thickness discoid, or segmental resection. Each pre-treatment MRI was scored based on the mutual agreement of two abdominal radiologists (reference score). The MRI score was defined as (1) score 0: no evidence of RSE, (2) score 1: minimal tethering involving the serosal surface without MP involvement, (3) score 2: intermediate soft tissue thickening involving the rectosigmoid colon with indeterminate MP involvement, or (4) score 3: definite mushroom cap sign or definite MP involvement. In the reader study, two radiologists independently scored each exam. The area under the curve (AUC) was evaluated for predicting the need for segmental or full thickness discoid resection. Results The cohort consisted of 95 patients (median age: 36 years); 16, 14, 30, and 35 patients had MRI score 0, 1, 2, and 3, respectively. Patients with MRI scores 3 and 2 underwent partial thickness discoid (6% vs. 50%), full thickness discoid (6% vs. 17%), and segmental resection (89% vs. 33%), respectively. All patients with MRI scores 1 or 0 either underwent partial thickness discoid resection or did not undergo rectosigmoid surgery. The AUCs were 92.2%, 84.5% and 93.9% for MRI scores of the reference, reader 1, and 2, respectively. Conclusion Our MRI scoring system based on suspected depth of bowel invasion showed good diagnostic performance to predict the type of surgical intervention needed.
- 5 December 2024
- Published by American Society of Neuroradiology (ASNR) in American Journal of Neuroradiology
- Vol. 46  (6) , 1249-1254
Evaluation of Vestibular Schwannoma Size across Time: How Well Do the Experts Perform and What Can Be Improved?
BACKGROUND AND PURPOSE: 2D linear measurements are often used in routine clinical practice during vestibular schwannoma (VS) follow-up, primarily due to wider availability and ease of use. We sought to determine radiologist performance compared to 3D-volumetry, along with the impact of number of linear measurements, slice thickness and tumor volumes on these parameters. MATERIALS AND METHODS: Single center retrospective study with 97 patients (592 MRI studies). Overall agreement, sensitivity, specificity and accuracy estimates and 95% confidence intervals were calculated for the entire cohort, and subgroups based on volumes (800 mm3), slice thickness (≤ 1.5 mm or > 1.5 mm) and number of linear dimensions measured in the radiology report (0-1 or 2-3). RESULTS: There was weak agreement between radiologist inference and VS volumetry (0.45, 95% CI [0.41, 0.53]). Agreement was lower when 0-1 tumor dimension was measured (0.29, 95% CI [0.21, 0.42]), for smaller tumors < 400 mm3 (0.37, 95% CI [0.28, 0.45]), and for thick section imaging > 1.5 mm (0.36, 95% CI [0.25, 0.46]). The reader sensitivity was modest (0.49-0.54), while the accuracy for detecting ≤ ±25% interval change was weak (0.32-0.38). Reader performance trended towards improvement with thin-section imaging, measurement of 2-3 VS dimensions and for larger tumors. CONCLUSIONS: In routine practice, radiologists show poor agreement with volumetric results and sensitivity to detect interval change and overall poor accuracy for volumetric changes ≤ ± 25% in volume. In the absence of volumetric measurements, radiologists need to be more diligent when evaluating for interval changes in VS.
- 5 December 2024
- Published by American Society of Neuroradiology (ASNR) in American Journal of Neuroradiology
- Vol. 46  (6) , 1249-1254
Evaluation of Vestibular Schwannoma Size across Time: How Well Do the Experts Perform and What Can Be Improved?
BACKGROUND AND PURPOSE: 2D linear measurements are often used in routine clinical practice during vestibular schwannoma (VS) follow-up, primarily due to wider availability and ease of use. We sought to determine radiologist performance compared to 3D-volumetry, along with the impact of number of linear measurements, slice thickness and tumor volumes on these parameters. MATERIALS AND METHODS: Single center retrospective study with 97 patients (592 MRI studies). Overall agreement, sensitivity, specificity and accuracy estimates and 95% confidence intervals were calculated for the entire cohort, and subgroups based on volumes (800 mm3), slice thickness (≤ 1.5 mm or > 1.5 mm) and number of linear dimensions measured in the radiology report (0-1 or 2-3). RESULTS: There was weak agreement between radiologist inference and VS volumetry (0.45, 95% CI [0.41, 0.53]). Agreement was lower when 0-1 tumor dimension was measured (0.29, 95% CI [0.21, 0.42]), for smaller tumors < 400 mm3 (0.37, 95% CI [0.28, 0.45]), and for thick section imaging > 1.5 mm (0.36, 95% CI [0.25, 0.46]). The reader sensitivity was modest (0.49-0.54), while the accuracy for detecting ≤ ±25% interval change was weak (0.32-0.38). Reader performance trended towards improvement with thin-section imaging, measurement of 2-3 VS dimensions and for larger tumors. CONCLUSIONS: In routine practice, radiologists show poor agreement with volumetric results and sensitivity to detect interval change and overall poor accuracy for volumetric changes ≤ ± 25% in volume. In the absence of volumetric measurements, radiologists need to be more diligent when evaluating for interval changes in VS.
- Open Access
- 4 December 2024
- Published by JMIR Publications Inc. in JMIR Preprints
A Community-Engaged Approach for Assessment of Cortisol Dynamic Range and Multilevel Chronic Stress in African Americans: FAITH! Heart Health+ Ancillary Study (Preprint)
Journal of Medical Internet Research - International Scientific Journal for Medical Research, Information and Communication on the Internet #Preprint #PeerReviewMe: Warning: This is a unreviewed preprint. Readers are warned that the document has not been peer-reviewed by expert/patient reviewers or an academic editor, may contain misleading claims, and is likely to undergo changes before final publication, if accepted, or may have been rejected/withdrawn. Readers with interest and expertise are encouraged to sign up as peer-reviewer, if the paper is within an open peer-review period. Please cite this preprint only for review purposes or for grant applications and CVs (if you are the author). Background: Chronic stress in African American individuals is multilayered amid the context of experiences of racism and discrimination. Cortisol dynamic range (CDR) may be an indicator of chronic stress, but CDR is understudied in African American populations compared with White populations, and is hypothesized to differ by sex. Objective: Using a community-engaged approach within the Fostering African-American Improvement in Total Health! (FAITH!) Heart Health+ ancillary study, we assessed the feasibility of participant-centric CDR collection, and its association with measures for individual, interpersonal, and structural stress and exposure to racism in medically underserved African American women and men. Methods: Participants residing in the Minneapolis-St Paul and Rochester, Minnesota areas provided survey data (everyday discrimination, perceived stress, mood, sleep quality, and high effort coping measures), and saliva samples (morning and afternoon) via at-home, self-collection kits for cortisol measurement. CDR was calculated as a difference in log cortisol levels (ie, log of the cortisol diurnal peak-to-nadir ratio). Geospatial Area Deprivation Index and the distance lived from George Floyd Square in Minneapolis were calculated. Linear regression examined the association between CDR and outcome variables. Results: Of consented participants (n=53), 70% (37/53) provided cortisol samples. The final analytic sample included 32 participants with complete and physiological diurnal cortisol curves (mean age 57.5 years, 62.5% [20/32] women). Lower (less dynamic) CDR in women (n=20) was associated with greater perceived stress (β=–0.07, P=.01), greater anxiety (β=–0.06, P=.01), higher Superwoman Schema score (β=–0.02, P=.04), and greater distance from George Floyd Square (β=–0.02, P=.01). No associations were observed in men (P>.05). Conclusions: The current results suggest that CDR from participant-led saliva collection is feasible and may serve as a biomarker of chronic and physiological stress in African American women, particularly those residing in underresourced areas.
- 4 December 2024
- Published by JMIR Publications Inc. in JMIR Preprints
Open AccessA Community-Engaged Approach for Assessment of Cortisol Dynamic Range and Multilevel Chronic Stress in African Americans: FAITH! Heart Health+ Ancillary Study (Preprint)
Journal of Medical Internet Research - International Scientific Journal for Medical Research, Information and Communication on the Internet #Preprint #PeerReviewMe: Warning: This is a unreviewed preprint. Readers are warned that the document has not been peer-reviewed by expert/patient reviewers or an academic editor, may contain misleading claims, and is likely to undergo changes before final publication, if accepted, or may have been rejected/withdrawn. Readers with interest and expertise are encouraged to sign up as peer-reviewer, if the paper is within an open peer-review period. Please cite this preprint only for review purposes or for grant applications and CVs (if you are the author). Background: Chronic stress in African American individuals is multilayered amid the context of experiences of racism and discrimination. Cortisol dynamic range (CDR) may be an indicator of chronic stress, but CDR is understudied in African American populations compared with White populations, and is hypothesized to differ by sex. Objective: Using a community-engaged approach within the Fostering African-American Improvement in Total Health! (FAITH!) Heart Health+ ancillary study, we assessed the feasibility of participant-centric CDR collection, and its association with measures for individual, interpersonal, and structural stress and exposure to racism in medically underserved African American women and men. Methods: Participants residing in the Minneapolis-St Paul and Rochester, Minnesota areas provided survey data (everyday discrimination, perceived stress, mood, sleep quality, and high effort coping measures), and saliva samples (morning and afternoon) via at-home, self-collection kits for cortisol measurement. CDR was calculated as a difference in log cortisol levels (ie, log of the cortisol diurnal peak-to-nadir ratio). Geospatial Area Deprivation Index and the distance lived from George Floyd Square in Minneapolis were calculated. Linear regression examined the association between CDR and outcome variables. Results: Of consented participants (n=53), 70% (37/53) provided cortisol samples. The final analytic sample included 32 participants with complete and physiological diurnal cortisol curves (mean age 57.5 years, 62.5% [20/32] women). Lower (less dynamic) CDR in women (n=20) was associated with greater perceived stress (β=–0.07, P=.01), greater anxiety (β=–0.06, P=.01), higher Superwoman Schema score (β=–0.02, P=.04), and greater distance from George Floyd Square (β=–0.02, P=.01). No associations were observed in men (P>.05). Conclusions: The current results suggest that CDR from participant-led saliva collection is feasible and may serve as a biomarker of chronic and physiological stress in African American women, particularly those residing in underresourced areas.
- 6 June 2024
- Published by Elsevier in Contemporary Clinical Trials
- Vol. 143, 107600
Rationale, design, and participant characteristics of the FAITH! Heart Health+ study: An exploration of the influence of the social determinants of health, stress, and structural racism on African American cardiovascular health
- 6 June 2024
- Published by Elsevier in Contemporary Clinical Trials
- Vol. 143, 107600
Rationale, design, and participant characteristics of the FAITH! Heart Health+ study: An exploration of the influence of the social determinants of health, stress, and structural racism on African American cardiovascular health
- 1 February 2023
- Published by Radiological Society of North America (RSNA) in Radiology
- Vol. 306  (2) , e220266
Understanding Reader Variability: A 25-Radiologist Study on Liver Metastasis Detection at CT
Variation in radiologist performance for liver metastasis detection on contrast-enhanced abdominal CT scans can be explained by using insights from eye tracking, differences in reader expertise, an... Background Substantial interreader variability exists for common tasks in CT imaging, such as detection of hepatic metastases. This variability can undermine patient care by leading to misdiagnosis...
- 1 February 2023
- Published by Radiological Society of North America (RSNA) in Radiology
- Vol. 306  (2) , e220266
Understanding Reader Variability: A 25-Radiologist Study on Liver Metastasis Detection at CT
Variation in radiologist performance for liver metastasis detection on contrast-enhanced abdominal CT scans can be explained by using insights from eye tracking, differences in reader expertise, an... Background Substantial interreader variability exists for common tasks in CT imaging, such as detection of hepatic metastases. This variability can undermine patient care by leading to misdiagnosis...
- 1 December 2022
- Published by Oxford University Press (OUP) in British Journal of Radiology
- Vol. 95  (1140) , 20220230
Magnetic resonance radiomic feature performance in pulmonary nodule classification and impact of segmentation variability on radiomics
Objective: Investigate the performance of multiparametric MRI radiomic features, alone or combined with current standard-of-care methods, for pulmonary nodule classification. Assess the impact of segmentation variability on feature reproducibility and reliability. Methods: Radiomic features were extracted from 74 pulmonary nodules of 68 patients who underwent nodule resection or biopsy after MRI exam. The MRI features were compared with histopathology and conventional quantitative imaging values (maximum standardized uptake value [SUVmax] and mean Hounsfield unit [HU]) to determine whether MRI radiomic features can differentiate types of nodules and associate with SUVmax and HU using Wilcoxon rank sum test and linear regression. Diagnostic performance of features and four machine learning (ML) models were evaluated with area under the receiver operating characteristic curve (AUC) and 95% confidence intervals (CIs). Concordance correlation coefficient (CCC) assessed the segmentation variation impact on feature reproducibility and reliability. Results: Elevn diffusion-weighted features distinguished malignant from benign nodules (adjusted p < 0.05, AUC: 0.73–0.81). No features differentiated cancer types. Sixty-seven multiparametric features associated with mean CT HU and 14 correlated with SUVmax. All significant MRI features outperformed traditional imaging parameters (SUVmax, mean HU, apparent diffusion coefficient [ADC], T1, T2, dynamic contrast-enhanced imaging values) in distinguishing malignant from benign nodules with some achieving statistical significance (p < 0.05). Adding ADC and smoking history improved feature performance. Machine learning models demonstrated strong performance in nodule classification, with extreme gradient boosting (XGBoost) having the highest discrimination (AUC = 0.83, CI=[0.727, 0.932]). We found good to excellent inter- and intrareader feature reproducibility and reliability (CCC≥0.80). Conclusion: Eleven MRI radiomic features differentiated malignant from benign lung nodules, outperforming traditional quantitative methods. MRI radiomic ML models demonstrated good nodule classification performances with XGBoost superior to three others. There was good to excellent inter- and intrareader feature reproducibility and reliability. Advances in knowledge: Our study identified MRI radiomic features that successfully differentiated malignant from benign lung nodules and demonstrated high performance of our MR radiomic feature-based ML models for nodule classification. These new findings could help further establish thoracic MRI as a non-invasive and radiation-free alternative to standard practice for pulmonary nodule assessment.
- 1 December 2022
- Published by Oxford University Press (OUP) in British Journal of Radiology
- Vol. 95  (1140) , 20220230
Magnetic resonance radiomic feature performance in pulmonary nodule classification and impact of segmentation variability on radiomics
Objective: Investigate the performance of multiparametric MRI radiomic features, alone or combined with current standard-of-care methods, for pulmonary nodule classification. Assess the impact of segmentation variability on feature reproducibility and reliability. Methods: Radiomic features were extracted from 74 pulmonary nodules of 68 patients who underwent nodule resection or biopsy after MRI exam. The MRI features were compared with histopathology and conventional quantitative imaging values (maximum standardized uptake value [SUVmax] and mean Hounsfield unit [HU]) to determine whether MRI radiomic features can differentiate types of nodules and associate with SUVmax and HU using Wilcoxon rank sum test and linear regression. Diagnostic performance of features and four machine learning (ML) models were evaluated with area under the receiver operating characteristic curve (AUC) and 95% confidence intervals (CIs). Concordance correlation coefficient (CCC) assessed the segmentation variation impact on feature reproducibility and reliability. Results: Elevn diffusion-weighted features distinguished malignant from benign nodules (adjusted p < 0.05, AUC: 0.73–0.81). No features differentiated cancer types. Sixty-seven multiparametric features associated with mean CT HU and 14 correlated with SUVmax. All significant MRI features outperformed traditional imaging parameters (SUVmax, mean HU, apparent diffusion coefficient [ADC], T1, T2, dynamic contrast-enhanced imaging values) in distinguishing malignant from benign nodules with some achieving statistical significance (p < 0.05). Adding ADC and smoking history improved feature performance. Machine learning models demonstrated strong performance in nodule classification, with extreme gradient boosting (XGBoost) having the highest discrimination (AUC = 0.83, CI=[0.727, 0.932]). We found good to excellent inter- and intrareader feature reproducibility and reliability (CCC≥0.80). Conclusion: Eleven MRI radiomic features differentiated malignant from benign lung nodules, outperforming traditional quantitative methods. MRI radiomic ML models demonstrated good nodule classification performances with XGBoost superior to three others. There was good to excellent inter- and intrareader feature reproducibility and reliability. Advances in knowledge: Our study identified MRI radiomic features that successfully differentiated malignant from benign lung nodules and demonstrated high performance of our MR radiomic feature-based ML models for nodule classification. These new findings could help further establish thoracic MRI as a non-invasive and radiation-free alternative to standard practice for pulmonary nodule assessment.
- Open Access
- 25 August 2022
- Published by Springer Nature in Skeletal Radiology
- Vol. 52  (2) , 175-181
Accuracy of MR arthrography in the detection of posterior glenoid labral injuries of the shoulder
Objective: The purpose of this study is to evaluate the accuracy of MR arthrography in detecting isolated posterior glenoid labral injuries using arthroscopy as the reference standard. Methods: MR arthrograms of 97 patients with isolated posterior glenoid labral tears by arthroscopy and those of 96 age and gender-matched controls with intact posterior labra were reviewed by two blinded radiologists for the presence and location of posterior labral abnormalities. The sensitivity and specificity of detection of posterior labral tears were calculated as well as the prevalence of associated pathologies. Medical records were reviewed for demographics, history and direction of shoulder instability, and prior surgery. Results: Posterior labral pathology was detected by MR arthrography with sensitivities of 76% and 84% for readers 1 and 2, and a specificity of 88% for both readers. Kappa value for interreader agreement was 0.91. Twenty-two of twenty-three (96%) tears isolated to the posteroinferior quadrant on arthroscopy were correctly identified on MRI. Commonly associated pathologies included paralabral cyst (38%), humeral fracture (7%), and glenoid fracture (2%). Fifteen of ninety-seven (16%) patients with posterior tears on both arthroscopy and MRI had glenoid rim deficiency on imaging versus no patients with intact posterior labra (p < 0.001). Forty of ninety-seven (41%) patients with posterior tears on arthroscopy had a history of posterior instability versus none without posterior tears. There was no significant difference in tear length on MRI between those with a history of instability and those without (p = 0.56). Conclusion: MR arthrography is accurate in detecting posterior glenoid labroligamentous injuries.
- 25 August 2022
- Published by Springer Nature in Skeletal Radiology
- Vol. 52  (2) , 175-181
Open AccessAccuracy of MR arthrography in the detection of posterior glenoid labral injuries of the shoulder
Objective: The purpose of this study is to evaluate the accuracy of MR arthrography in detecting isolated posterior glenoid labral injuries using arthroscopy as the reference standard. Methods: MR arthrograms of 97 patients with isolated posterior glenoid labral tears by arthroscopy and those of 96 age and gender-matched controls with intact posterior labra were reviewed by two blinded radiologists for the presence and location of posterior labral abnormalities. The sensitivity and specificity of detection of posterior labral tears were calculated as well as the prevalence of associated pathologies. Medical records were reviewed for demographics, history and direction of shoulder instability, and prior surgery. Results: Posterior labral pathology was detected by MR arthrography with sensitivities of 76% and 84% for readers 1 and 2, and a specificity of 88% for both readers. Kappa value for interreader agreement was 0.91. Twenty-two of twenty-three (96%) tears isolated to the posteroinferior quadrant on arthroscopy were correctly identified on MRI. Commonly associated pathologies included paralabral cyst (38%), humeral fracture (7%), and glenoid fracture (2%). Fifteen of ninety-seven (16%) patients with posterior tears on both arthroscopy and MRI had glenoid rim deficiency on imaging versus no patients with intact posterior labra (p < 0.001). Forty of ninety-seven (41%) patients with posterior tears on arthroscopy had a history of posterior instability versus none without posterior tears. There was no significant difference in tear length on MRI between those with a history of instability and those without (p = 0.56). Conclusion: MR arthrography is accurate in detecting posterior glenoid labroligamentous injuries.