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In vivo measurement of membrane permeability and myofiber size in human muscle using time-dependent diffusion tensor imaging and the random permeable barrier model

Fieremans, Els; Lemberskiy, Gregory; Veraart, Jelle; Sigmund, Eric E; Gyftopoulos, Soterios; Novikov, Dmitry S
The time dependence of the diffusion coefficient is a hallmark of tissue complexity at the micrometer level. Here we demonstrate how biophysical modeling, combined with a specifically tailored diffusion MRI acquisition performing diffusion tensor imaging (DTI) for varying diffusion times, can be used to determine fiber size and membrane permeability of muscle fibers in vivo. We describe the random permeable barrier model (RPBM) and its assumptions, as well as the details of stimulated echo DTI acquisition, signal processing steps, and potential pitfalls. We illustrate the RPBM method on a few pilot examples involving human subjects (previously published as well as new), such as revealing myofiber size derived from RPBM increase after training in a calf muscle, and size decrease with atrophy in shoulder rotator cuff muscle. Finally, we comment on the potential clinical relevance of our results
PMID: 27717099
ISSN: 1099-1492
CID: 2274332

Variability of MRI reporting in proximal hamstring avulsion injury [Meeting Abstract]

Alaia, E; Gyftopoulos, S; Alaia, M; Campbell, K; Ciavarra, G; Garwood, E; Recht, M
Purpose: Quantification of tendon retraction is paramount in the surgical decision-making algorithm for proximal hamstring avulsion injury. Not only is it used to determine if surgery is indicated, but it may lead the surgeon to change the pre-operative plan from a more aesthetically-appealing gluteal fold incision to a more extensile, longitudinally-based proximal thigh incision. However, the hamstring origin on the ischial tuberosity is broad. Variability in location on the ischial tuberosity used as the proximal landmark and occasional difficulty in locating the proximal tendon stump may lead to differences in perceived retraction, altering the surgical decision making process. We hypothesize there will be substantial variability in the ischial tuberosity location used as the proximal marker, not only between orthopaedists and radiologists, but also amongst radiologists themselves. Materials and Methods: Two surveys were created for the purpose of this study. One survey was sent to members of the Society of Skeletal Radiology (SSR), querying the preferred ischial tuberosity landmark, perceived difficulties in quantifying retraction, and the impact of radiology measurements on clinical decision making. A similar survey, with added questions on the impact of imaging findings in clinical management was approved and posted onto the American Orthopaedic Society for Sports Medicine (AOSSM) website. Results: Two hundred and fifteen SSR members responded to the survey. For cases of complete and partial hamstring avulsion, there was variability among musculoskeletal (MSK) radiologists in the proximal landmark used for quantification of retraction, with n = 100 (47%) using the conjoint tendon origin, n = 84 (39%) using the semimembranosus tendon origin, and n = 31(14%) using the posterior-inferior edge of the ischial tuberosity. Difficulty in determining location of the retracted tendon stump was reported by n = 93(44%) of MSK radiologists. Most MSK radiologists (n = 118, 55%) reported measurements in their dictation and were unsure as to whether or not they are used to guide clinical management. Results of the second survey posted by AOSSM will be subsequently reported when available. Conclusion: Differences in choosing an ischial tuberosity landmark and occasional difficulty in locating the proximal tendon stump may lead to substantial variability in measured tendon retraction among MSK radiologists in cases of proximal hamstring avulsion. Radiologists should consider a standardized approach to measuring tendon retraction or should clearly stipulate the location of the proximal landmark in their reports
EMBASE:614350218
ISSN: 1432-2161
CID: 2454422

Diagnosis of superior glenoid labraltears using MRI and MRA: A systematic review and meta-analysis [Meeting Abstract]

Symanski, J; Babb, J; Gyftopoulos, S
Purpose: Superior glenoid labral tears remain one of the most common causes of shoulder pain and loss of shoulder function. The clinical presentation for this group of patients can be non-specific. Thus imaging, in particular, MRI plays an important role in diagnosis. Currently, there is no consensus in terms of the most appropriate type of MRI to be used in this setting. The objective of this study was to evaluate the diagnostic accuracy of non-enhanced magnetic resonance imaging (MRI) and magnetic resonance arthrography (MRA) for diagnosis of superior labral tears in the shoulder. Materials and Methods: We performed a literature search (until August 2016) using PubMed (MEDLINE), Embase, ISIWeb of Science, Scopus, and national/international conference databases. The inclusion criteria consisted of original research studies that assessed the diagnostic accuracy of MRI, direct (d) MRA, and/or indirect (i) MRA for the detection of superior labral (SLAP) tears, while using arthroscopic findings as the reference standard. The methodological quality of each study was assessed with the use of the QUADAS 2 (Quality Assessment of Diagnostic Accuracy Studies) tool. Pooled sensitivities and specificities, and summary receiver-operating characteristic curves were calculated for each imaging strategy. Additional subgroup analyses compared 3 T and 1.5 T examinations of dMRI and MRA studies as well as low bias MRI and MRA studies. Study homogeneity was assessed visually on the basis of observed differences between study characteristics and methodologies, examination of the forest plots, and Cohran's Q tests of heterogeneity. Results: There were a total of 32 studies that met our inclusion criteria, including a total of 3525 total imaging examinations (1970 d-MRA, 1393 MRI, 162 iMRA). The sensitivities of dMRA, MRI, and iMRA for diagnosis of SLAP tear were 80.3% (CI 74.6-85.5), 62.9% (46.1-78.4), and 74.2 (66.1-81.6), respectively. The specificities of dMRA, MRI, and iMRA for diagnosis of SLAP tear were 90.7% (85.3-94.9), 90.8% (84.8-95.4), and 66.4 (51.0-79.6), respectively. The sensitivities of 3 T dMRA and 3 T MRI were 81.7% (71.6-89.9) and 79.4 (70.6-86.6). The specificities of 3 T dMRA and 3 T MRI were 94.3% (89.3-97.7) and 98.8% (95.8-99.8). The sensitivities of 1.5 T dMRA and 1.5 TMRI were 79.1% (68.9-87.7) and 81.2% (62.9-94.3). The specificities of 1.5 T dMRA and 1.5 T MRI were 83.6% (74.6-90.9) and 83.4% (78.9-87.3). The sensitivities of the low bias dMRA and low bias MRI were 83.2% (75.2-89.9) and 61.7 (40.7-80.7). The specificities of the low bias dMRA and low bias MRI were 90.6% (81.9-96.6) and 95.0% (85.1-99.7). No study heterogeneity was noted on the basis of observed differences between study characteristics, but it was noted upon examination of the forest plot for the pooled MRI sensitivities. Significance in departure from study homogeneity (p < .05) was seen for the dMRA and MRI pooled estimates. Conclusion: Overall, direct MR arthrography of the shoulder may be a better imaging option than non-contrast MRI for the diagnosis of a superior labral tear. 3 T MRI and 3 T dMRA may be better imaging options than their 1.5 T counterparts. These findings should be considered in the context of the degree of heterogeneity found in the available literature
EMBASE:614350287
ISSN: 1432-2161
CID: 2454382

MRI after shoulder ultrasound for the patient suspected of a rotator cuff tear: One institution's experience [Meeting Abstract]

Joshi, V; Gyftopoulos, S
Purpose: Several studies have demonstrated that shoulder ultrasound is an accurate, commonly utilized tool for the evaluation of rotator cuff tears, but the ordering of a follow up MRI has been incompletely investigated. The purpose of our study is to gain a better understanding of how often MRI is ordered after ultrasound for patients suspected of a rotator cuff tear, and the reasons for the ordering of this additional imaging examination. Materials and Methods: We performed a retrospective review of the electronic medical records of consecutive adult patients who underwent a shoulder ultrasound (US) examination for the evaluation of suspected rotator cuff pathology between January 1st 2014 and January 1st 2016. Exclusion criteria included patients who had prior shoulder rotator cuff surgery, and those with contraindications to MRI. Recorded data variables included age, sex, date of ultrasound, ultrasonography report findings, date of subsequent MRI (if obtained), MRI report findings, reason for performance of subsequent MRI, time interval between US and MRI (if obtained), whether the patients went on to rotator cuff surgery, ultrasound ordering physician specialty, and the length of time patients received follow up at our institution. Results: A total of 348 patients (176 males, 172 females); mean age 55.2 (range 18 -84) were included in this study based on our inclusion/ exclusion criteria. A shoulder MRI was obtained after shoulder ultrasound in 9.2% (n = 32) of patients. The mean time between shoulder US and MR was 88 days (range 0 - 262). The reasons for obtaining a subsequent shoulder MRI included, in descending order, persistent pain (n = 14), preoperative evaluation (n = 2), patient desire for anMRI (n = 2), too large body habitus (n = 1), concern for labral tear (n = 1), and possible brachial plexus lesion (1). In 11 cases, the reason for obtaining an MRI was not listed. There were 28 patients who underwent rotator cuff repair surgery. Of these patients who went to surgery, 82% (n = 23) went to surgery based on shoulder US only, and 18% (n = 5) obtained an MRI prior to surgery. Of the shoulder ultrasound examinations performed, the ordering clinician specialty was, in descending order, 90.2% (n = 314) orthopedics, 5.7% (n = 20) rheumatology, 2.6% (n = 9) primary care, and 1.4% (n = 5) physical medicine and rehabilitation. The mean follow up time for each patient was 21.1 months (range 9 - 32.4 months). Conclusion: The vast majority of patients who receive shoulder ultrasound for the evaluation of rotator cuff pathology at our institution do not end up getting a shoulder MRI afterwards. In the patients that did, the most common reason was for persistent pain. The majority of patients who went on to receive rotator cuff repair surgery did so based solely on shoulder ultrasound findings
EMBASE:614350295
ISSN: 1432-2161
CID: 2454362

Cost-effectiveness of MRI versus ultrasound for the detection of full-thickness rotator cuff tendon tears [Meeting Abstract]

Gyftopoulos, S; Guja, K; Virk, M; Subhas, N
Purpose: The optimal diagnostic imaging strategy for a suspected full-thickness rotator cuff tendon tear is controversial, in large part due to the significant up-front cost difference between magnetic resonance imaging (MRI) and ultrasound. Our objective was to compare the cost-effectiveness within the United States health care system of MRI versus ultrasound for initial imaging of patients with a suspected full-thickness rotator cuff tendon tear, and to determine the drivers of cost-effectiveness using sensitivity analysis. Materials and Methods: An expected-value decision analysis with rollback was utilized to compare the costs and outcomes of patients with a suspected full-thickness rotator cuff tendon tear who underwent either MRI, ultrasound, or ultrasound followed by MRI. A comprehensive literature search and expert opinion provided input data on probability estimates, event rates, costs, and health utility states for our model. All costs and benefits were considered from a societal perspective, and discounted at a 3% rate, to reflect the lower value of a delayed expense and the higher value of an earlier benefit. One-way sensitivity analyses were performed to test model robustness, followed by threshold analysis of all variables found to be sensitive. The primary outcomes assessed were costs in 2016 US dollars, effectiveness in quality-adjusted life years (QALYs), and incremental cost-effectiveness ratios (ICERs). Results: Expected costs per patient were lowest for ultrasound ($1,896), followed by ultrasound-MRI combined ($1,954), and MRI alone ($2,090). MRI was the most effective, providing 1.3410 QALYs, compared to ultrasound (1.3308 QALYs) and MRI after ultrasound (1.3317 QALYs). Ultrasound was the most cost-effective imaging strategy, as reflected by its lower cost/effectiveness ratio ($1425 per QALY) when compared to MRI after ultrasound ($1,467/QALY) and MRI ($1,559/ QALY). The incremental cost-effectiveness ratio for MRI was $18,951 per QALY gained, below the conventional willingness-to-pay threshold of $50,000 (WHO recommendation). The combination of MRI after ultrasound was not cost-effective (ICER $61,075 per QALY gained). Sensitivity analysis revealed that our model was sensitive only to the costs of MRI and ultrasound. Subsequent threshold analysis indicated that MRI remains cost-effective when the average cost for an MRI is less than $660. Moreover, if the cost for MRI falls below $148, or the cost for ultrasound rises above $379, MRI becomes both less costly and more effective than ultrasound, and thus the most cost-effective strategy. Conclusion: Our model showed that ultrasound had an expected cost that was $194 lower than MRI, but MRI was more effective than ultrasound by 0.0102 QALYs. Overall, ultrasound was the most cost-effective imaging strategy. For the base case, there was an ICER of $18,951 per QALY gained for MRI, well below the accepted threshold of $50,000 per QALY gained. Taken together, our results show that both ultrasound and MRI can be cost-effective imaging options to evaluate the patient suspected of a full thickness rotator cuff tendon tear
EMBASE:614350298
ISSN: 1432-2161
CID: 2454352

Quantitative assessment of the supraspinatus tendon on MRI using T2/T2* mapping and shear-wave ultrasound elastography: a pilot study

Krepkin, Konstantin; Bruno, Mary; Raya, Jose G; Adler, Ronald S; Gyftopoulos, Soterios
OBJECTIVE: To determine whether there is an association between T2/T2* mapping and supraspinatus tendon mechanical properties as assessed by shear-wave ultrasound elastography (SWE). MATERIALS AND METHODS: This HIPAA-compliant prospective pilot study received approval from our hospital's institutional review board. Eight patients (3 males/5 females; age range 44-72 years) and nine shoulders underwent conventional shoulder MRI, T2/T2* mapping on a 3-T scanner, and SWE. Two musculoskeletal radiologists reviewed the MRI examinations in consensus for evidence of supraspinatus tendon pathology, with tear size measured for full-thickness tears. T2/T2* values and ultrasound shear-wave velocities (SWV) were calculated in three corresponding equidistant regions of interest (ROIs) within the insertional 1-2 cm of the supraspinatus tendon (medial, middle, lateral). Pearson correlation coefficients between T2/T2* values and SWV, as well as among T2, T2*, SWV and tear size, were calculated. RESULTS: There was a significant negative correlation between T2* and SWV in the lateral ROI (r = -0.86, p = 0.013) and overall mean ROI (r = -0.90, p = 0.006). There was significant positive correlation between T2 and measures of tear size in the lateral and mean ROIs (r range 0.71-0.77, p range 0.016-0.034). There was significant negative correlation between SWV and tear size in the middle and mean ROIs (r range -0.79--0.68, p range 0.011-0.046). CONCLUSION: Our pilot study demonstrated a potential relationship between T2* values and shear wave velocity values in the supraspinatus tendon, a finding that could lead to an improved, more quantitative evaluation of the rotator cuff tendons.
PMID: 27896400
ISSN: 1432-2161
CID: 2329252

Measuring Value, Outcomes, and Cost-Effectiveness in MSK Radiology: A Primer

Gyftopoulos, Soterios; Subhas, Naveen
PMID: 28253526
ISSN: 1098-898x
CID: 2471522

Type 2 slap tear in 22 year old male with associated buford complex treated with slap repair with care to avoid overconstraining anteriorly

Chapter by: Dold, Andrew; Weinberg, Maxwell; Gyftopoulos, Soterios; Jazrawi, Laith M.
in: The Biceps and Superior Labrum Complex: A Clinical Casebook by
[S.l.] : Springer International Publishing, 2017
pp. 173-186
ISBN: 9783319549323
CID: 3030462

Shear Wave Ultrasound Elastographic Evaluation of the Rotator Cuff Tendon

Hou, Stephanie W; Merkle, Alexander N; Babb, James S; McCabe, Robert; Gyftopoulos, Soterios; Adler, Ronald S
OBJECTIVES: (1) Assess the association between the B-mode morphologic appearance and elasticity in the rotator cuff tendon using shear wave elastography (SWE). (2) Assess the association between SWE and symptoms. METHODS: Institutional Review Board approval and informed consent were obtained. A retrospective review identified 21 studies in 19 eligible patients for whom SWE was performed during routine sonographic evaluations for shoulder pain. Evaluations were compared with 55 studies from 16 asymptomatic volunteers and 6 patients with asymptomatic contralateral shoulders. Repeated studies were accounted for by resampling. Proximal and distal tendon morphologic characteristics were graded from 1 to 4 (normal to full-thickness tear), and average shear wave velocity (SWV) measurements were obtained at both locations. In 68 examinations, deltoid muscle SWV measurements were available for post hoc analysis. RESULTS: The morphologic grade and SWV showed weak-to-moderate negative correlations in the proximal (P < .001) and distal (P = .002) rotator cuff tendon. A weakly significant SWV decrease was found in the proximal tendon in symptomatic patients (P = .049); no significant difference was seen in the distal tendon. The deltoid muscle SWV showed weak-to-moderate negative correlations with the morphologic grade in the proximal (P = .004) and distal (P = .007) tendon; the deltoid SWV was also significantly lower in symptomatic shoulders (P = .001). CONCLUSIONS: Shear wave elastography shows tendon softening in rotator cuff disease. It captures information not obtained by a morphologic evaluation alone; however, a poor correlation with symptoms suggests that SWE will be less useful in workups for shoulder pain than for preoperative assessments of tendon quality. Deltoid muscle softening seen in morphologically abnormal and symptomatic patients requires further exploration.
PMID: 27914201
ISSN: 1550-9613
CID: 2329652

The use of ultra-low-dose CT scans for the evaluation of limb fractures: is the reduced effective dose using ct in orthopaedic injury (REDUCTION) protocol effective?

Konda, S R; Goch, A M; Leucht, P; Christiano, A; Gyftopoulos, S; Yoeli, G; Egol, K A
AIMS: To evaluate whether an ultra-low-dose CT protocol can diagnose selected limb fractures as well as conventional CT (C-CT). PATIENTS AND METHODS: We prospectively studied 40 consecutive patients with a limb fracture in whom a CT scan was indicated. These were scanned using an ultra-low-dose CT Reduced Effective Dose Using Computed Tomography In Orthopaedic Injury (REDUCTION) protocol. Studies from 16 selected cases were compared with 16 C-CT scans matched for age, gender and type of fracture. Studies were assessed for diagnosis and image quality. Descriptive and reliability statistics were calculated. The total effective radiation dose for each scanned site was compared. RESULTS: The mean estimated effective dose (ED) for the REDUCTION protocol was 0.03 milliSieverts (mSv) and 0.43 mSv (p < 0.005) for C-CT. The sensitivity (Sn), specificity (Sp), positive predictive value (PPV) and negative predictive value (NPV) of the REDUCTION protocol to detect fractures were 0.98, 0.89, 0.98 and 0.89 respectively when two occult fractures were excluded. Inter- and intra-observer reliability for diagnosis using the REDUCTION protocol (kappa = 0.75, kappa = 0.71) were similar to those of C-CT (kappa = 0.85, kappa = 0.82). Using the REDUCTION protocol, 3D CT reconstructions were equivalent in quality and diagnostic information to those generated by C-CT (kappa = 0.87, kappa = 0.94). CONCLUSION: With a near 14-fold reduction in estimated ED compared with C-CT, the REDUCTION protocol reduces the amount of CT radiation substantially without significant diagnostic decay. It produces images that appear to be comparable with those of C-CT for evaluating fractures of the limbs. Cite this article: Bone Joint J 2016;98-B:1668-73.
PMID: 27909130
ISSN: 2049-4408
CID: 2329502