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Therneau, Terry M.

https://orcid.org/0000-0003-1490-6711

Mayo Clinic

Mayo Clinic

Citations 146

Associations of Amyloid, Tau, and Neurodegeneration Biomarker Profiles With Rates of Memory Decline Among Individuals Without Dementia
Jack, Clifford R. , Wiste, Heather J. , Therneau, Terry M. , Weigand, Stephen D. , Lowe, Val J. , Vemuri, Prashanthi , Gunter, Jeffrey L. , Senjem, Matthew L. , Graff‐Radford, Jonathan , Roberts, Rosebud O., Rocca, Walter A. , Petersen, Ronald C. , Jack, Clifford R , Vemuri, Prashanthi , Senjem, Matthew L , Knopman, David S. , Mielke, Michelle M. , Machulda, Mary M. , Schwarz, Christopher G. , Jones, David T.

JAMA | June 18, 2019 | Volume: 321 | Issue: 23 | Pages: 2316

10.1001/jama.2019.7437 Get It

Prediction and Inference With Missing Data in Patient Alert Systems
Storlie, Curtis B. , Therneau, Terry M. , Carter, Rickey E. , Bergquist, John R. , Carter, Rickey E , Bergquist, John R , Chia, Nicholas , Huddleston, Jeanne M. , Romero‐Brufau, Santiago

Journal of the American Statistical Association | April 23, 2019 | Volume: 115 | Issue: 529 | Pages: 32-46

10.1080/01621459.2019.1604359 Get It

A Bayesian Approach to Multistate Hidden Markov Models: Application to Dementia Progression
Williams, Jonathan , Storlie, Curtis B. , Therneau, Terry M. , Jack, Clifford R. , Hannig, Jan , Jack, Clifford R , Williams, Jonathan P

Journal of the American Statistical Association | March 21, 2019 | Volume: 115 | Issue: 529 | Pages: 16-31

10.1080/01621459.2019.1594831 Get It

Entorhinal cortex tau, amyloid-β, cortical thickness and memory performance in non-demented subjects
Lundt, Emily S. , Therneau, Terry M. , Vemuri, Prashanthi , Lowe, Val J. , Kantarci, Kejal , Gunter, Jeffrey L. , Senjem, Matthew L. , Graff-Radford, Jon, Albertson, Sabrina M., Petersen, Ronald C. , Jack, Clifford R. , Jack, Clifford R , Vemuri, Prashanthi , Senjem, Matthew L , Kantarci, Kejal , Knopman, David S. , Mielke, Michelle M. , Machulda, Mary M. , Boeve, Bradley F. , Jones, David T. , Graff-Radford, Jon, Schwarz, Christopher G. , Lundt, Emily S

Brain | January 20, 2019 | Volume: 142 | Issue: 4 | Pages: 1148-1160

10.1093/brain/awz025 Get It

AbstractAs more biomarkers for Alzheimer’s disease and age-related brain conditions become available, more sophisticated analytic approaches are needed to take full advantage of the information they convey. Most work has been done using categorical approaches but the joint relationships of tau PET, amyloid PET and cortical thickness in their continuous distributions to cognition have been under-explored. We evaluated non-demented subjects over age 50 years in the Mayo Clinic Study of Aging, 2037 of whom had undergone 3 T MRI scan, 985 amyloid PET scan with 11C-Pittsburgh compound B (PIB) and MRI, and 577 PIB-PET, 18F-AV1451 flortaucipir PET and MRI. Participants received a nine-test cognitive battery. Three test scores (logical memory delayed recall, visual reproduction delayed recall and auditory verbal learning test delayed recall) were used to generate a memory composite z-score. We used Gradient Boosting Machine models to analyse the relationship between regional cortical thickness, flortaucipir PET signal, PIB-PET signal and memory z-scores. Age, education, sex and number of test exposures were included in the model as covariates. In this population-based study of non-demented subjects, most of the associations between biomarkers and memory z-scores accrued after 70 years of age. Entorhinal cortex exhibited the strongest associations between biomarkers and memory z-scores. Other temporal regions showed similar but attenuated associations, and non-temporal regions had negligible associations between memory z-scores and biomarkers. Entorhinal flortaucipir PET signal, PIB-PET signal and entorhinal cortical thickness were independently and additively associated with declining memory z-scores. In contrast to global PIB-PET signal where only very high amyloid-β levels were associated low memory z-scores, entorhinal flortaucipir PET signal just above background levels was associated with low memory z-scores. The lowest memory z-scores occurred with the confluence of elevated entorhinal flortaucipir PET signal and lower entorhinal cortical thickness.
The Role of Three‐Dimensional Magnetic Resonance Elastography in the Diagnosis of Nonalcoholic Steatohepatitis in Obese Patients Undergoing Bariatric Surgery
Shah, Vijay H. , Therneau, Terry M. , Venkatesh, Sudhakar K. , Mounajjed, Taofic, Larson, Joseph J. , Mara, Kristin C. , Schulte, Phillip J. , Kellogg, Todd A., Kendrick, Michael L. , McKenzie, Travis J. , Greiner, Suzanne , Li, Jiahui , Glaser, Kevin J. , Wells, Michael , Yin, Meng , Greiner, Suzanne M, Wells, Michael L, Venkatesh, Sudhakar K , Mara, Kristin C , Yin, Meng , Allen, Alina M. , Chen, Jun , Ehman, Richard L. , Li, Jiahui

Hepatology | December 24, 2018 | Volume: 71 | Issue: 2 | Pages: 510-521

10.1002/hep.30483 Get It

The lack of reliable, noninvasive methods to diagnose early nonalcoholic steatohepatitis (NASH) is a major unmet need. We aimed to determine the diagnostic accuracy of three‐dimensional magnetic resonance elastography (3D‐MRE), with shear stiffness measured at 60 Hz, damping ratio at 40 Hz, and magnetic resonance imaging proton density fat fraction (MRI‐PDFF) in the detection of NASH in individuals undergoing bariatric surgery. Obese adults at risk for NASH were enrolled between 2015 and 2017 (prospective cohort, n = 88) and 2010 and 2013 (retrospective cohort, n = 87). The imaging protocol consisted of multifrequency 3D‐MRE (mf3D‐MRE) with shear waves delivered at different frequencies to explore parameters that best correlated with histologic NASH, and MRI‐PDFF to estimate steatosis. The prospective cohort was used to establish the optimal mf3D‐MRE technical parameters for NASH detection. The two cohorts were then combined to derive predictive models of NASH and disease activity by nonalcoholic fatty liver disease activity score (NAS) using the three imaging parameters that correlated with NASH. A total of 175 patients (median age 45, 81% women, and 81 [46%] with histologic NASH) were used for model derivation. From the complex shear modulus output generated by mf3D‐MRE, the damping ratio at 40 Hz and shear stiffness at 60 Hz best correlated with NASH. The fat fraction obtained from MRI‐PDFF correlated with steatosis ( P < 0.05 for all). These three parameters were fit into a logistic regression model that predicted NASH with cross‐validated area under the receiver operating characteristic curve (AUROC) = 0.73, sensitivity = 0.67, specificity = 0.80, positive predictive value = 0.73 and negative predictive value = 0.74, and disease activity by NAS with cross‐validated AUROC = 0.82. Conclusion: The mf3D‐MRE allows identification of imaging parameters that predict early NASH and disease activity. This imaging biomarker represents a promising alternative to liver biopsy for NASH diagnosis and monitoring. The results provide motivation for further studies in nonbariatric cohorts.
Predicting Progression to Mild Cognitive Impairment
Petersen, Ronald C. , Lundt, Emily S. , Therneau, Terry M. , Weigand, Stephen D. , Roberts, Rosebud O., Lowe, Val J. , Kremers, Walter K. , Geda, Yonas E. , Jack, Clifford R. , Jack, Clifford R , Geda, Yonas E , Kremers, Walter K , Knopman, David S. , Mielke, Michelle M. , Machulda, Mary M. , Lundt, Emily S

Annals of Neurology | December 6, 2018 | Volume: 85 | Issue: 1 | Pages: 155-160

10.1002/ana.25388 Get It

Despite much attention to the use of biomarkers for predicting Alzheimer disease, little information is available at the individual level. We used the population‐based Mayo Clinic Study of Aging to estimate absolute risk of cognitive impairment by biomarker group. Risk increased with age and any biomarker abnormality. For example, a 75‐year‐old with abnormal amyloid and cortical thinning biomarkers has about a 20% chance of cognitive impairment by age 80 years, whereas with normal biomarkers the chance is <10%. Persons with only one abnormal biomarker had similar intermediate risks. ANN NEUROL 2019;85:155–160.
Hypothyroidism is associated with worse outcomes of hepatocellular carcinoma patients after liver transplantation
Zhang, Ning , Jin, Weidong , Zhou, Shuang-Nan , Yang, Ju Dong , Harmsen, William S. , Giama, Nasra H., Wongjarupong, Nicha , Watt, Kymberly D. , Therneau, Terry M. , Roberts, Lewis R. , Malhi, Harmeet , Roberts, Lewis R , Yang, Ju Dong , Heimbach, Julie K.

Cancer Medicine | November 19, 2018 | Volume: 7 | Issue: 12 | Pages: 5870-5878

10.1002/cam4.1797 Get It

AbstractBackground/AimsHypothyroidism has been associated with hepatocellular carcinoma (HCC) incidence; however, the relationship between hypothyroidism and HCC patient outcomes is unclear. We investigated the impact of hypothyroidism on outcomes after liver transplantation for HCC.Materials and MethodsWe retrospectively studied HCC patients transplanted between January 2000 and December 2015. Hypothyroidism was defined as a thyroid‐stimulating hormone (TSH) level continuously greater than 5 mIU/L, a documented history of hypothyroidism, or treatment with thyroid hormone replacement therapy. Multivariate Cox regression was used to assess the impact of hypothyroidism on overall survival (OS) and recurrence‐free survival (RFS) adjusting for potential confounders. Subgroup analyses and interaction tests were conducted to compare the impact of hypothyroidism in different subgroups and assess for possible synergistic effects. Sensitivity analyses were performed among different cohorts to verify the stability of the results.ResultsA total of 343 HCC patients who underwent liver transplantation were included in the analysis. The primary analysis was conducted among 288 patients diagnosed with HCC prior to transplantation. Hypothyroidism was independently associated with worse OS and RFS, as was elevated TSH. The adjusted hazard ratio (AHR) of hypothyroidism was 2.45 (95% confidence interval [CI], 1.44‐4.18) for OS and 5.54 (2.36, 13.01) for RFS. The AHR of TSH for OS was 1.05 (1.02, 1.09) and 1.08 (1.03, 1.13) for RFS. No interaction was found among different subgroups categorized by etiology and comorbidity. The results were stable to sensitivity analyses.ConclusionHypothyroidism is associated with poorer overall and recurrence‐free survival of HCC patients receiving liver transplantation. These results require validation.
O1‐03‐05: ENTORHINAL CORTEX TAU PET, CORTICAL THICKNESS AND MEMORY PERFORMANCE IN COGNITIVELY UNIMPAIRED PERSONS
Therneau, Terry M. , Lowe, Val J. , Gunter, Jeffrey L. , Albertson, Sabrina M., Petersen, Ronald C. , Knopman, David S. , Lundt, Emily S. , Vemuri, Prashanthi , Kantarci, Kejal , Senjem, Matthew L. , Mielke, Michelle M. , Machulda, Mary M. , Boeve, Bradley F. , Jones, David T. , Jack, Clifford R.

Alzheimer's & Dementia | October 22, 2018 | Volume: 14 | Issue: 7S_Part_4 | Pages: No page available

10.1016/j.jalz.2018.06.2346 Get It

IC‐P‐144: PRINCIPAL AXES OF PHENOTYPIC VARIABILITY IN ALZHEIMER'S DISEASE DERIVED FROM AN FDG‐PET BASED, UNSUPERVISED MACHINE LEARNING ALGORITHM
Lowe, Val J. , Graff‐Radford, Jonathan , Parisi, Joseph E., Josephs, Keith A. , Therneau, Terry M. , Przybelski, Scott A. , Petersen, Ronald C. , Jones, David T. , Botha, Hugo , Murray, Melissa E. , Machulda, Mary M. , Senjem, Matthew L. , Kantarci, Kejal , Boeve, Bradley F. , Knopman, David S. , Jack, Clifford R.

Alzheimer's & Dementia | October 22, 2018 | Volume: 14 | Issue: 7S_Part_2 | Pages: No page available

10.1016/j.jalz.2018.06.2210 Get It