Back to Authors

Zhang, Jun

https://orcid.org/0000-0002-6515-601X

Mayo Clinic

Mayo Clinic

Citations 6

Inter‐software variability of Centiloid quantification in amyloid PET: A head‐to‐head comparison of five software platforms
Zhang, Jun , MD, Miller, Dizdar, Nur, Johnson, Matthew P. , Bilgin, Cem, Kemp, Bradley J. , Durski, Jolanta M. , Lowe, Val, Johnson, Derek R., Burkett, Brian J. , Schwarz, Christopher G. , Bilgin, Cem , Lowe, Val J.

Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring | August 13, 2026 | Volume: 18 | Issue: 3 | Pages: No page available

10.1002/dad2.70443 Get It

Abstract INTRODUCTION Centiloid (CL) scaling standardizes amyloid positron emission tomography (PET) quantification across tracers and platforms; however, variability across software implementations may affect diagnostic classification. This study evaluated inter‐software variability and diagnostic performance across five platforms using identical 1 8 F‐florbetapir datasets. METHODS Retrospectively, 192 patients undergoing 1 8 F‐florbetapir PET/computed tomography (CT) and magnetic resonance imaging (MRI) were analyzed. CL values were generated using four US Food and Drug Administration (FDA) ‐cleared platforms and an in‐house Centiloid standard pipeline. Agreement was assessed using intraclass correlation coefficient, with bias and limits of agreement evaluated by linear modeling and Bland–Altman analysis. Diagnostic performance was assessed using receiver operating characteristic (ROC) analysis and classification against visual interpretation. RESULTS Agreement was excellent (intraclass correlation coefficient [ICC] 0.969; 95%CI 0.961–0.975). Some platforms produced systematically higher CL values versus others slightly lower. LoA reached ± 30 CL. Diagnostic accuracy was high (area under the curve [AUC]: 0.949–0.975), with sensitivity 0.923–0.968 and specificity 0.667–0.806. DISCUSSION Despite excellent agreement, systematic differences persist and may affect classification near thresholds, supporting consistent use of a single processing pipeline.
Pathology-Based Validation of Quantitative SPECT/CT in Patients With Suspected Transthyretin Amyloid Cardiomyopathy
Tersalvi, Gregorio , Bois, Melanie C. , Scott, Christopher G. , Carey, Patricia , Garmany, Armin , Davies, Daniel R. , HOFFMAN, Andrew C., Zhang, Jun , Hruska, Carrie B. , Jouni, Hayan, Rodriguez-Porcel, Martin G., Askew, J. Wells , Bois, John P. , Young, Kathleen A. , Anavekar, Nandan S., CHANG, IAN C., Grogan, Martha , Maleszewski, Joseph J. , Homb, Andrew, Redfield, Margaret M. , Dispenzieri, Angela , Maleszewski, Joseph J , Homb, Andrew C, Redfield, Margaret M , Chareonthaitawee, Panithaya , Johnson, Geoffrey B , AbouEzzeddine, Omar F , Hruska, Carrie B , Scott, Christopher , Tersalvi, Gregorio , Carey, Patricia , Rodriguez‐Porcel, Martin , Anavekar, Nandan S., Dispenzieri, Angela , Chareonthaitawee, Panithaya , Johnson, Geoffrey B. , AbouEzzeddine, Omar F.

Circulation: Cardiovascular Imaging | July 23, 2026 | Volume: 19 | Issue: 8 | Pages: No page available

10.1161/circimaging.126.019832 Get It

BACKGROUND: Technetium-based cardiac amyloid radionuclide imaging enables noninvasive diagnosis of transthyretin amyloid cardiomyopathy (ATTR-CM), but conventional planar and visual semiquantitative approaches have important limitations. We developed the quantitative 3-dimensional Mayo 3D Score, defined as the ratio of mean left ventricular myocardial radiotracer uptake to right atrial blood-pool uptake using computed tomography (CT)-fused single-photon emission CT (SPECT) volumes of interest, and sought to validate its diagnostic performance against myocardial pathology. METHODS: Consecutive patients who underwent 99m Tc-pyrophosphate SPECT/CT at Mayo Clinic for suspected ATTR-CM between June 2017 and January 2025 with archived myocardial tissue were included. Baseline characteristics, including demographics, echocardiogram, biomarkers, visual semiquantitative, and Mayo 3D Score metrics, were collected. Myocardial specimens underwent histopathologic confirmation of amyloid, with amyloid subtype determination and further semiquantitative grading of amyloid burden and deposition patterns. RESULTS: Among 230 patients (median age, 72 years; 78% male), 107 (47%) had ATTR-CM, of whom 9 had hereditary ATTR-CM. The Mayo 3D Score showed excellent discrimination against pathology (area under the receiver operating characteristic curve, 0.92 [0.88–0.96]), exceeding planar Perugini (0.87 [0.83–0.92]; P =0.006), and heart-to-contralateral lung ratio (0.86 [0.81–0.91]; P =0.004) and comparable to SPECT Perugini (0.90 [0.86–0.94]; P =0.12). A cutoff ≥1.0 yielded 86.0% sensitivity, 92.7% specificity, 91.1% positive predictive value, and 88.4% negative predictive value. Among ATTR-positive cases, the Mayo 3D Score correlated strongly with semiquantitative amyloid burden (Spearman ρ=0.69), was higher in pericellular than nodular deposition patterns ( P <0.001), and was not associated with vascular involvement ( P =0.42). CONCLUSIONS: In patients with suspected ATTR-CM undergoing 99m Tc-pyrophosphate SPECT/CT, the Mayo 3D Score demonstrated superior diagnostic performance compared with planar metrics and comparable to SPECT Perugini, while correlating with myocardial ATTR burden and deposition patterns on pathology. These findings support its integration as a quantitative adjunct within clinical diagnostic ATTR-CM workflows.
Diagnostic Performance and Interpreter Experience of 1-Hour Versus 3-Hour 99m Tc-HMDP Cardiac Amyloid Radionuclide Imaging: A Prospective, Blinded Comparison
Tersalvi, Gregorio , Carey, Patricia , Garmany, Armin , Scott, Christopher G. , Maldonado, Francisco J., Krüger, Leandi , Hruska, Carrie B. , Johnson, Geoffrey B. , Jouni, Hayan, Rodriguez‐Porcel, Martin , Askew, J. Wells , Bois, John P. , Young, Kathleen A. , Anavekar, Nandan S., Grogan, Martha , Homb, Andrew, Zhang, Jun , Kruger, Livia F , Hruska, Carrie B , Johnson, Geoffrey B , Rodriguez-Porcel, Martin G., Askew, J Wells , Young, Kathleen , Grogan, Martha , Dispenzieri, Angela , Chareonthaitawee, Panithaya , Homb, Andrew C, AbouEzzeddine, Omar F , Scott, Christopher , Tersalvi, Gregorio , Carey, Patricia , Zhang, Jun , Maldonado, Francisco J., Dispenzieri, Angela , Chareonthaitawee, Panithaya , AbouEzzeddine, Omar F.

Circulation: Cardiovascular Imaging | December 8, 2025 | Volume: 19 | Issue: 1 | Pages: No page available

10.1161/circimaging.125.018745 Get It

BACKGROUND: Guidelines recommend 3-hour cardiac amyloid radionuclide imaging (CARI) for transthyretin amyloid cardiomyopathy. Citing rapid blood clearance of 99m Tc-hydroxymethylene-diphosphonate (HMDP) and efficient laboratory throughput, 1-hour imaging is increasingly practiced despite limited supporting evidence. We sought to compare diagnostic performance and interpreter experience of 1-hour versus 3-hour HMDP-CARI. METHODS: Consecutive patients with suspected transthyretin amyloid cardiomyopathy (n=114) underwent both 1-hour and 3-hour HMDP single photon emission computed tomography (CT)/CT. Two cardiologist-radiologist reader teams, blinded to imaging timepoint (1 versus 3 hours), assessed overall interpretation, single photon emission CT–based Perugini grade, interpretation difficulty, interpreter confidence, and need for CT-fused images for anatomic localization. Discordant, equivocal, and difficult cases were arbitrated by a third tie-breaking team. The myocardial-to-blood-pool radiotracer uptake ratio (3-dimensional Score) was measured as a surrogate of contrast resolution. RESULTS: Interinterpreter agreement was high at both time points (κ≥0.81), with more cases requiring arbitration at 3 hours versus 1 hour (22% versus 13%; P =0.049). Overall interpretation and Perugini grades were concordant between time points in 111/114 (97%) and 106/114 (93%) patients, respectively. Three patients (3%) were negative at 1 hour but equivocal at 3 hours, all of which were clinically ruled out for transthyretin amyloid cardiomyopathy. Interpreter confidence was comparable at both timepoints (97% versus 95%; P =0.317). Compared with 3-hour imaging, contrast resolution was inferior (lower 3-dimensional score, P <0.001) and CT fusion was more frequently needed (57% versus 31%, P <0.001) at 1-hour imaging. CONCLUSIONS: In a prospective, blinded comparison of 1-hour versus 3-hour HMDP-CARI, diagnostic performance and interpreter experience were similar, with readers requesting CT fusion more frequently at 1 hour to optimize myocardial-to-blood pool discrimination.
Is local review of positron emission tomography scans sufficient in diffuse large B‐cell lymphoma clinical trials? A CALGB 50303 analysis
Torka, Pallawi , Pederson, Levi , Knopp, Michael V. , Poon, David, Higley, Howard R., Kelloff, Gary J. , Friedberg, Jonathan W. , Schwartz, Lawrence H., Wilson, Wyndham H. , Leonard, John P. , Bartlett, Nancy L. , Ruppert, Amy S. , Zhang, Jun , Pederson, Levi D , Schöder, Heiko , Bartlett, Nancy L , Zhang, Jun , Kahl, Brad S. , Schöder, Heiko

Cancer Medicine | February 17, 2023 | Volume: 12 | Issue: 7 | Pages: 8211-8217

10.1002/cam4.5628 Get It

AbstractBackgroundQuantitative methods of Fluorodeoxyglucose Positron Emission Tomography (FDG‐PET) interpretation, including the percent change in FDG uptake from baseline (ΔSUV), are under investigation in lymphoma to overcome challenges associated with visual scoring systems (VSS) such as the Deauville 5‐point scale (5‐PS).MethodsIn CALGB 50303, patients with DLBCL received frontline R‐CHOP or DA‐EPOCH‐R, and although there were no significant associations between interim PET responses assessed centrally after cycle 2 (iPET) using 5‐PS with progression‐free survival (PFS) or overall survival (OS), there were significant associations between central determinations of iPET ∆SUV with PFS/OS. In this patient cohort, we retrospectively compared local vs central iPET readings and evaluated associations between local imaging data and survival outcomes.ResultsAgreement between local and central review was moderate (kappa = 0.53) for VSS and high (kappa = 0.81) for ∆SUV categories (<66% vs. ≥66%). ∆SUV ≥66% at iPET was significantly associated with PFS (p = 0.03) and OS (p = 0.002), but VSS was not. Associations with PFS/OS when applying local review vs central review were comparable.ConclusionsThese data suggest that local PET interpretation for response determination may be acceptable in clinical trials. Our findings also highlight limitations of VSS and call for incorporation of more objective measures of response assessment in clinical trials.
Potential impact of consolidation radiation therapy for advanced Hodgkin lymphoma: a secondary analysis of SWOG S0816
Ha, Chul S. , Pinnix, Chelsea C. , Bartlett, Nancy L. , Evens, Andrew M. , Knopp, Michael V. , Leonard, John P. , Smith, Sonali M. , Friedberg, Jonathan W. , Zhang, Jun , Pinnix, Chelsea C , Bartlett, Nancy L , Rimsza, Lisa, Evens, Andrew M , LeBlanc, Michael , Schöder, Heiko , Hsi, Eric D. , Rimsza, Lisa M. , Zhang, Jun , Kahl, Brad S. , Li, Hongli , Constine, Louis S

Leukemia & Lymphoma | May 26, 2020 | Volume: 61 | Issue: 10 | Pages: 2442-2447

10.1080/10428194.2020.1768388 Get It

Prognostic value of interim FDG-PET in diffuse large cell lymphoma: results from the CALGB 50303 Clinical Trial
Schöder, Heiko , Polley, Mei‐Yin C. , Knopp, Michael V. , Kostakoglu, Lale , Zhang, Jun , Higley, Howard R., Kelloff, Gary J. , Liu, Heshan , Zelenetz, Andrew D. , Cheson, Bruce D. , Wagner‐Johnston, Nina D. , Friedberg, Jonathan W. , Leonard, John P. , Schwartz, Lawrence H., Wilson, Wyndham H. , Bartlett, Nancy L. , Bartlett, Nancy L , Kostakoglu, Lale , Zelenetz, Andrew D , Schöder, Heiko , Hall, Nathan C. , Kahl, Brad S. , Hsi, Eric D.

Blood | March 31, 2020 | Volume: 135 | Issue: 25 | Pages: 2224-2234

10.1182/blood.2019003277 Get It

Abstract As part of a randomized, prospective clinical trial in large cell lymphoma, we conducted serial fluorodeoxyglucose positron emission tomography (FDG-PET) at baseline, after 2 cycles of chemotherapy (interim PET [i-PET]), and at end of treatment (EoT) to identify biomarkers of response that are predictive of remission and survival. Scans were interpreted in a core laboratory by 2 imaging experts, using the visual Deauville 5-point scale (5-PS), and by calculating percent change in FDG uptake (change in standardized uptake value [ΔSUV]). Visual scores of 1 through 3 and ΔSUV ≥66% were prospectively defined as negative. Of 524 patients enrolled in the parent trial, 169 agreed to enroll in the PET substudy and 158 were eligible for final analysis. In this selected population, all had FDG-avid disease at baseline; by 5-PS, 55 (35%) remained positive on i-PET and 28 (18%) on EoT PET. Median ΔSUV on i-PET was 86.2%. With a median follow-up of 5 years, ΔSUV, as continuous variable, was associated with progression-free survival (PFS) (hazard ratio [HR] = 0.99; 95% confidence interval [CI], 0.97-1.00; P = .02) and overall survival (OS) (HR, 0.98; 95% CI, 0.97-0.99; P = .03). ΔSUV ≥66% was predictive of OS (HR, 0.31; 95% CI, 0.11-0.85; P = .02) but not PFS (HR, 0.47; 95% CI, 0.19-1.13; P = .09). Visual 5-PS on i-PET did not predict outcome. ΔSUV, but not visual analysis, on i-PET predicted OS in DLBCL, although the low number of events limited the statistical analysis. These data may help guide future clinical trials using PET response-adapted therapy. This trial was registered at www.clinicaltrials.gov as #NCT00118209.