Citations

Clear

157 citation(s) found for "Miller, Bruce L".

The Use of Computed Tomography Densitometry for the Assessment of Emphysema in Clinical Trials: A Position Paper from the Fleischner Society
Estépar, Raúl San Jośe , Barr, R. Graham, Fain, Sean B. , Hoffman, Eric A. , Humphries, Stephen M. , Obuchowski, Nancy A. , Ryerson, Christopher J. , Bankier, Alexander A. , Crapo, James D. , Han, Meilan, Kellermeyer, Liz , Newell, John D. , Miller, Bruce E. , Nordenmark, Lars H. , Rémy‐Jardin, Martine , Silverman, Edwin K. , Washko, George R. , Lynch, David A. , San Jose Estepar, Raul , Hoffman, Eric A , Humphries, Stephen M , Tal-Singer, Ruth , Ash, Samuel Y , Barr, R. Graham, Greniér, Philippe , Kirby, Miranda , Seo, Joon Beom , Tal‐Singer, Ruth , Han, MeiLan King , Goldin, Jonathan , McCollough, Cynthia H. , Prokop, Mathias , Ohno, Yoshiharu , Strange, Charlie

Mayo Clinic

American Journal of Respiratory and Critical Care Medicine | March 24, 2025 | Volume: 211 | Issue: 5 | Pages: 709-728

10.1164/rccm.202410-2012so | PMID 40126404 Get It

Abstract Emphysema’s significant morbidity and mortality underscore the need for reliable outcome metrics in clinical trials. However, commonly accepted chronic obstructive pulmonary disease outcome measures do not adequately capture emphysema severity or progression. Computed tomography (CT) metrics have been validated as accurate indicators of pathological emphysema and predictors of chronic obstructive pulmonary disease progression, exacerbations, and mortality. This position paper reviews the evidence supporting CT densitometry as a biomarker for emphysema, establishes implementation standards, and highlights areas for future research. A systematic literature review addressed three key questions: whether CT densitometry can be used as a diagnostic biomarker of emphysema, whether CT densitometry can be used as a prognostic biomarker, and whether longitudinal change in densitometry can be used as a disease progression monitoring biomarker. Emphysema metrics, such as the percentage of low attenuation areas below −950 Hounsfield units, are validated, highly reproducible diagnostic and prognostic biomarkers. Volume-adjusted lung density is recommended for disease monitoring. Both metrics demonstrate a scan–rescan intraclass correlation coefficient of 0.99 with proper technique. The paper also discusses relevant CT physics, techniques, and sources of variation, including technical factors, physiological changes, and software analysis. Key recommendations for clinical trials include using standardized CT techniques, proper subject selection, and longitudinal evaluation with volume-adjusted lung density.
Copy Number Variation and Haplotype Analysis of 17q21.31 Reveals Increased Risk Associated with Progressive Supranuclear Palsy and Gene Expression Changes in Neuronal Cells
Wang, Hui , Chang, Timothy S. , Dombroski, Beth A. , Cheng, Po‐Liang , Si, Yaqin , Tucci, Albert , Patil, Vishakha, Valiente‐Banuet, Leopoldo , Li, Chong , Farrell, Kurt , Molina‐Porcel, Laura , Rajput, Alex , Gearing, Marla , Newell, Kathy L. , Rábano‐Gutierrez, Alberto, Oertel, Wolfgang H. , Respondek, Gesine , Stamelou, María , Arzberger, Thomas , Roeber, Sigrun, Müller, Ulrich , Pástor, Pau , Ber, Isabelle Le, Beach, Thomas G. , Litvan, Irene , Rademakers, Rosa , Ross, Owen A. , Boxer, Adam L. , Seeley, Willian W., Lee, Edward B. , Silva, Rohan de , Crary, John F. , Goate, Alison , Friedman, Jeffrey S., Compta, Yaroslau , Coppola, Giovanni , Wang, Li‐San , Group, PSP Genetics Study, Tzeng, Jung‐Ying , Geschwind, Daniel H. , Schellenberg, Gerard D. , Si, Ya-Qin , Mclean, Catriona , Molina-Porcel, Laura , Rajput, Alex , Deyn, Peter Paul De , Le Bastard, Nathalie , Gearing, Marla , Donker Kaat, Laura , Van Swieten, John C , Ghetti, Bernardino F , Troakes, Claire , de Yébenes, Justo G , Meller, Tina , Oertel, Wolfgang H , Respondek, Gesine , Hopfner, Franziska , Pastor, Pau , Brice, Alexis , Dürr, Alexandra , Beach, Thomas G , Serrano, Geidy E , Hazrati, Lili‐Naz , Litvan, Irene , Ross, Owen A , Galasko, Douglas , Boxer, Adam , Miller, Bruce L , Deerlin, Vivianna M. Van , Lee, Edward B , White, Charles L , Morris, Huw R , Crary, John F , Goate, Alison M , Leung, Yuk Yee , Wang, Li-San , Dickson, Dennis W , Höglinger, Günter U , Tzeng, Jung-Ying , Schellenberg, Gerard D , Lee, Wan-Ping , Dombroski, Beth , Farrell, Kurt , McLean, Catriona , Kaat, Laura Donker , Swieten, John C. van , Dopper, Elise G.P. , Ghetti, Bernardino , Troakes, Claire , Müller, Ulrich, Hopfner, Franziska , Brice, Alexis , Ber, Isabelle Le , Serrano, Geidy E. , Galasko, Douglas , Miller, Bruce L. , White, Charles L. , Morris, Huw R. , Naj, Adam Christian , Group, PSP Genetics Study, Dalgard, Clifton L. , Dickson, Dennis W. , Höglinger, Günter U.

Mayo Clinic

Movement Disorders | March 12, 2025 | Volume: 40 | Issue: 5 | Pages: 950-961

10.1002/mds.30150 | PMID 40055946 Get It

AbstractBackgroundThe 17q21.31 region with various structural forms characterized by the H1/H2 haplotypes and three large copy number variations (CNVs) represents the strongest risk locus in progressive supranuclear palsy (PSP).ObjectiveTo investigate the association between CNVs and structural forms on 17q.21.31 with the risk of PSP.MethodsUtilizing whole genome sequencing data from 1684 PSP cases and 2392 controls, the three large CNVs (α, β, and γ) and structural forms within 17q21.31 were identified and analyzed for their association with PSP.ResultsWe found that the copy number of γ was associated with increased PSP risk (odds ratio [OR] = 1.10, P = 0.0018). From H1β1γ1 (OR = 1.21) and H1β2γ1 (OR = 1.24) to H1β1γ4 (OR = 1.57), structural forms of H1 with additional copies of γ displayed a higher risk for PSP. The frequency of the risk sub‐haplotype H1c rises from 1% in individuals with two γ copies to 88% in those with eight copies. Additionally, γ duplication up‐regulates expression of ARL17B, LRRC37A/LRRC37A2, and NSFP1, while down‐regulating KANSL1. Single‐nucleus RNA‐seq of the dorsolateral prefrontal cortex analysis reveals γ duplication primarily up‐regulates LRRC37A/LRRC37A2 in neuronal cells.ConclusionsThe copy number of γ is associated with the risk of PSP after adjusting for H1/H2, indicating that the complex structure at 17q21.31 is an important consideration when evaluating the genetic risk of PSP. © 2025 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
Clinical performance of plasma P‐tau217 for the identification of primary Alzheimer’s disease pathology or co‐pathology in sporadic frontotemporal dementia
Ljubenkov, Peter A. , Heuer, Hilary W. , Seeley, William W., Staffaroni, Adam M. , Rajbanshi, Binita, Lago, Argentina Lario , Thijssen, Elisabeth H. , Toller, Gianina , Proctor, Nicholas K. , Forsberg, Leah K. , Brushaber, Danielle , Ramos, Eliana Marisa , Coppola, Giovanni , Bordelon, Yvette , Dickerson, Brad C., Fagan, Anne M. , Fields, Julie A. , Gavrilova, Ralitza H. , Geschwind, Daniel H. , Ghoshal, Nupur , Graff‐Radford, Neill R. , Graff‐Radford, Jonathan , Grant, Ian , Huey, Edward D. , Kornak, John , Lucente, Diane , Mackenzie, Ian R. , Masdeu, Joseph C. , Mendez, Mario F. , Miyagawa, Toji , Onyike, Chiadi U. , Pedraza, Otto , Petrucelli, Leonard , Rademakers, Rosa , Rankin, Katherine P. , Rascovsky, Katya, Ritter, Aaron, Weıntraub, Sandra , Wong, Bonnie , Rosen, Howard J. , Boxer, Adam L. , Araujo, Igor Prufer Q C, Rojas, Julio C. , VandeVrede, Lawren , Miller, Bruce L. , Appleby, Brian S. , Botha, Hugo , Dickson, Dennis W. , Domoto‐Reilly, Kimiko , Fong, Jamie , Foroud, Tatiana , Galasko, Douglas , Goldman, Jill , Grossman, Murray , Hsiung, Ging‐Yuek Robin , Huang, Eric J. , Irwin, David J. , Jones, David T. , Knopman, David S. , Kantarci, Kejal , Kremers, Walter K. , Lapid, Maria I. , Léger, Gabriel C. , Litvan, Irene , Masdeu, Joseph C , McMillan, Corey T. , Pascual, Belén , Rexach, Jessica E. , Roberson, Erik D. , Tartaglia, Maria Carmela , Toga, Arthur W. , Wong, Bonnie , Wszołek, Zbigniew K. , Dage, Jeffrey L. , Boeve, Bradley F.

Mayo Clinic

Alzheimer's & Dementia | January 9, 2025 | Volume: 20 | Issue: S2 | Pages: No page available

10.1002/alz.089822 Get It

AbstractBackgroundAs new anti‐amyloid immunotherapies emerge for Alzheimer’s disease (AD), it is clear that early diagnosis of AD pathology is crucial for treatment success. This can be challenging in atypical presentations of AD and, together with our reliance on CSF or PET scans, can, at times, lead to delayed diagnosis. Here, we further explore the possible role of plasma tau phosphorylated at threonine 217 (P‐tau217) for the detection of primary AD or AD co‐pathology when frontotemporal dementia spectrum disorders are the main clinical presentation.MethodParticipants were recruited through ALLFTD, a North American multisite research consortium for the longitudinal assessment of frontotemporal lobar degeneration. After excluding cases with known FTD‐causing mutations, 573 participants with sporadic disease, mild cognitive/behavioral impairment, or healthy familial controls evaluated between 2014 and 2023 were included in this analysis (45.8% female, median age 66 years). 39 of those cases underwent neuropathological evaluation. Plasma P‐tau217 was measured with the Eli Lilly electrochemiluminescence‐based assay. P‐tau217 concentrations were compared by phenotype, disease severity, genotype, and, when available, neuropathological diagnosis with non‐parametric tests. Its diagnostic performance was tested with ROC curves. Associations between plasma P‐tau217 concentrations and clinical scales of global cognition, memory, executive function, motor function, and social cognition with linear regressions and non‐parametric tests.ResultPlasma P‐tau217 concentrations were higher in logopenic variant primary progressive aphasia (lvPPA) and amnestic dementia (AmDem), compared to participants with normal cognition or other FTD phenotypes. P‐tau217 concentrations were higher in APOE e4 carriers, compared to non‐carriers, regardless of phenotype, but were not affected by disease severity. P‐tau217 concentrations showed associations with clinical measures of global cognition, memory, and executive function, but had no associations with measures of motor function or social cognition. Plasma P‐tau217 concentrations were elevated in high and intermediate ADNC scoring, or more advanced Braak stages, even when AD was not the primary pathology.ConclusionEven when FTD is suspected, high plasma p‐tau 217 concentrations are strongly associated with underlying AD as primary pathology or contributing co‐pathology. Plasma P‐tau217 could be a tool to support the development of disease‐modifying therapies for atypical Alzheimer’s disease presentations or for FTD cases with Alzheimer’s disease co‐pathology.
Errors on Cognitive Testing in Asymptomatic and Prodromal Familial Frontotemporal Dementia and their Prognostic Utility
Palacios, Brandon R., Casaletto, Kaitlin B. , Taylor, Jack C. , Wise, Amy B. , Dhanam, Sreya , Heuer, Hilary W. , Forsberg, Leah K. , Rosen, Howard J., Boxer, Adam L., Tempini, Maria Luisa Gorno , Kramer, Joel H. , Staffaroni, Adam M. , Sanderson‐Cimino, Mark , Paolillo, Emily W. , Bui, Minh , Boeve, Bradley F. , Boxer, Adam L. , Miller, Bruce L. , Seeley, William W.

Mayo Clinic

Alzheimer's & Dementia | January 9, 2025 | Volume: 20 | Issue: S4 | Pages: No page available

10.1002/alz.093114 Get It

AbstractBackgroundThe earliest cognitive manifestations of asymptomatic and prodromal familial frontotemporal dementia (f‐FTD) mutation carriers are still being characterized. Patients with symptomatic FTD are known to be error prone, particularly on tasks of executive function, but little is known about the frequency or predictive utility of these errors in the earliest stages of f‐FTD. The current study compared error rates on executive functioning tasks in controls and asymptomatic and prodromal mutation carriers and investigated whether errors predict worsening clinical status as follow up.MethodThis study included 90 participants (mean age = 48.57, SD = 13.30; 51.1% female; 86.67% white) with pathogenic FTD mutations (C9orf72, n = 45; GRN, n = 30; or MAPT, n = 15) who were asymptomatic or prodromal (Clinical Dementia Rating plus FTLD; CDR®+NACC‐FTLD ≤ 0.5). Propensity score matching identified (CDR®+NACC‐FTLD = 0) who did not carry pathogenic mutation but were matched on age, education, and sex. Regressions were used to compare controls and mutation carriers on error scores (rule violations and/or repetitions) from three executive functioning tasks: design fluency, lexical fluency, and Stroop inhibition. Mutation carriers with longitudinal data within 1.5 years were binarized as stable (n = 35) or progressors (n = 13) based on whether their CDR®+NACC‐FTLD sum of boxes score was worse at follow up (mean follow up = 1.07 years). Regressions were fit to evaluate the relationship between baseline error scores and group (i.e., stable vs. progressor).ResultMutation carriers committed significantly more errors than controls on the Stroop task (β = 0.67, p = 0.03) and lexical fluency (repetitions: β = 0.27, p = 0.02). The groups did not significantly differ in errors on the remaining tasks. A greater number of Stroop errors predicted mutation carriers who progressed at follow up (β = 1.04, p<0.001). When introducing the primary outcome from each task as a covariate (e.g., correct responses), the fluency task (repetitions: β = 0.10, p = 0.03) and Stroop task (errors: β = 0.82, p<0.001) were significantly associated with progression.ConclusionErrors on executive tasks may be early cognitive features in familial FTD. Importantly, errors were uniquely predictive above and beyond total scores. Research in larger samples will enable investigations of genetic differences in error rates.
Functional connectivity associations with markers of disease progression in GRN mutation carriers
Flagan, Taru , Chu, Stephanie A. , Häkkinen, Suvi , Zhang, Liwen , McFall, David , Heller, Carolin , Rohrer, Jonathan D., Brown, Jesse A. , Fernhoff, Kristen, Mandelli, Maria Luisa , Tempini, Maria Luisa Gorno , Sturm, Virginia E. , Dickerson, Brad C., Foroud, Tatiana M., Geschwind, Daniel H. , Ghoshal, Nupur , Graff‐Radford, Neill R. , Huey, Edward D. , Karydas, Anna M., Kaufer, Daniel , Mackenzie, Ian R. , Mendez, Mario F. , Onyike, Chiadi U. , Petrucelli, Leonard , Ramos, Eliana Marisa , Weıntraub, Sandra , Forsberg, Leah K. , Heuer, Hilary W. , Boxer, Adam L. , Rosen, Howard J. , Lee, Suzee E. , Consortia, the ARTFL/LEFFTDS, Rohrer, Jonathan D. , Lee, Alex J. , Pasquini, Lorenzo , Yokoyama, Jennifer S. , Appleby, Brian S. , Domoto‐Reilly, Kimiko , Grossman, Murray , Hsiung, Ging‐Yuek Robin , Huang, Eric J. , Kantarci, Kejal , Knopman, David S. , Litvan, Irene , Roberson, Erik D. , Rojas, Julio C. , Tartaglia, Maria Carmela , Toga, Arthur W. , Boeve, Bradley F. , Miller, Bruce L. , Moreno, Fermín , Seeley, William W. , Consortia, the ARTFL/LEFFTDS

Mayo Clinic

Alzheimer's & Dementia | January 3, 2025 | Volume: 20 | Issue: S1 | Pages: No page available

10.1002/alz.087301 Get It

AbstractBackgroundAutosomal dominant progranulin (GRN) mutations are a common genetic cause of frontotemporal lobar degeneration. Though clinical trials for GRN‐related therapies are underway, there is an unmet need for biomarkers that can predict symptom onset and track disease progression. We previously showed that presymptomatic GRN carriers exhibit thalamocortical hyperconnectivity that increases with age when they are presumably closer to symptom onset. However, whether hyperconnectivity arises concomitantly with markers of neurodegeneration remains unclear.MethodUtilizing T1 and task‐free functional magnetic resonance imaging (tf‐fMRI) from 49 presymptomatic and 26 symptomatic GRN mutation carriers, we determined the relationships between functional connectivity as measured by voxel‐wise whole brain degree and GRN‐relevant markers of disease progression, which included plasma neurofilament light chain (NfL) concentrations, CSF complement C1q and C3b protein levels, grey matter atrophy, and OCD symptom severity.ResultNfL concentrations were associated with frontotemporoparietal and thalamic hyperconnectivity in presymptomatic GRN carriers and extensive regions of atrophy in symptomatic carriers. Complement levels were associated with regions of hyperconnectivity, but not gray matter, in symptomatic carriers. Presymptomatic carriers with thalamic hyperconnectivity tended to have lower grey matter volume in bilateral insula and left lateral parietal cortex, which are among regions that deteriorate in GRN‐FTD. OCD symptom severity was associated with hypoconnectivity across all GRN carriers.ConclusionIn presymptomatic carriers, the co‐occurrence of hyperconnectivity, high NfL, and low gray matter suggests that tf‐fMRI hyperconnectivity may portend the onset of the neurodegenerative phase. These findings point toward hyperconnectivity as an indicator of approaching symptomatic onset.
A harmonized memory composite score for cross‐cohort Alzheimer’s disease and related dementia research: development and validation
Gross, Alden L. , Casaletto, Kaitlin B. , Chatterjee, Ankita , Albert, Marilyn S. , Apostolova, Liana G. , Boersema, Brooke, Boxer, Adam L., Clark, Lindsay R. , Eloyan, Ani , Farias, Sarah Tomaszewski , Hammers, Dustin B. , Wise, Amy B. , Yballa, Claire, Hampstead, Benjamin M. , Rascovsky, Katya, Ringman, John M. , Rosen, Howard J., Salmon, David P. , Kramer, Joel H. , Staffaroni, Adam M. , Sanderson‐Cimino, Mark , Gaynor, Leslie S. , Paolillo, Emily W. , Boxer, Adam L. , Boeve, Bradley F. , Joie, Renaud La , Gonzales, Mitzi M. , Hammers, Dustin B , Cobigo, Yann , Schonhaut, Daniel R. , Mechanic-Hamilton, Dawn J. , Miller, Bruce L. , Rabinovici, Gil D. , Ryman, Sephira G. , Smith, Glenn E. , DeCarli, Charles

Mayo Clinic

Alzheimer's & Dementia | January 3, 2025 | Volume: 20 | Issue: S3 | Pages: No page available

10.1002/alz.093383 Get It

AbstractBackgroundThe Uniform Data Set (UDS) neuropsychological battery, administered across Alzheimer’s Disease Centers (ADC), includes memory tests but lacks a list‐learning paradigm. ADCs often supplement the UDS with their own preferred list‐learning task. Given the importance of list‐learning for characterizing memory, we aimed to develop a harmonized memory score that incorporates UDS memory tests while allowing centers to contribute differing list‐learning tasks.MethodWe applied item‐banking confirmatory factor analysis to develop a composite memory score in 5,287 participants (mean age 67.1; SD = 12.2) recruited through 18 ADCs and four consortia (DiverseVCID, MarkVCID, ALLFTD, LEADS) who completed UDS memory tasks (used as linking‐items) and one of five list‐learning tasks. All analyses used linear regression. We tested whether memory scores were affected by which list‐learning task was administered. To assess construct validity, we tested associations of memory scores with demographics, disease severity (CDR Box Score), an independent memory task (TabCAT Favorites, n = 675), and hippocampal volume (n = 811). We compared performances between cognitively unimpaired (n = 279), AD‐biomarker+ MCI (n = 26), and AD‐biomarker+ dementia (n = 98). In a subsample with amyloid‐ and tau‐PET (n = 49), we compared memory scores from participants with positive vs negative scans determined using established quantitative cutoffs.ResultModel fit indices were excellent (e.g., CFI = 0.998) and factor loadings were strong (0.43‐0.93). Differences in list‐learning task had a negligible effect on scores (average Cohen’s d = 0.11). Higher memory scores were significantly (p’s<.001) correlated with younger age (β = ‐0.18), lower CDR Box Scores (β = ‐0.63), female sex (β = 0.12), higher education (β = 0.19), larger hippocampal volume (β = 0.42), and an independent memory task (β = 0.71, p<0.001). The memory composite declined in a stepwise fashion by diagnosis (cognitively unimpaired>MCI>AD dementia, p<0.001). On average, amyloid‐PET positivity was associated with lower composite scores, but was not statistically significant (β = ‐0.34; p = 0.25; d = 0.40). Tau‐PET positivity was associated with worse performance, demonstrating a large effect size (β = ‐0.75; p<0.002; d = 0.91).ConclusionThe harmonized memory score developed in a large national sample was stable regardless of contributing list‐learning task and its validity for cross‐cohort ADRD research is supported by expected associations with demographics, clinical measures, and Alzheimer’s biomarkers. A processing script will be made available to enhance cross‐cohort ADRD research.
A Novel Machine Learning Model to Predict Revision ACL Reconstruction Failure in the MARS Cohort
Group, MARS, Vasavada, Vrinda, Devana, Sai K. , Hame, Sharon L. , Jazrawi, Laith M. , Huston, Laura J. , Haas, Amanda K. , Cooper, Daniel E. , Amendola, Annunziato, Annunziata, Christopher C., Arciero, Robert A. , Bach, Bernard R. , Baker, Champ L., Bartolozzi, Arthur R. , Baumgarten, Keith M. , Berg, Jeffrey H., Bernas, Geoffrey A., Brockmeier, Stephen F. , Bush‐Joseph, Charles A., Butler, J. Brad, Carey, James L. , Carpenter, James E. , Cole, Brian J. , Cooper, Jonathan M., Creighton, R. Alexander , Dunn, Warren R. , Flanigan, David C. , Frederick, Robert W., Ganley, Theodore J. , Gatt, Charles J. , Gecha, Steven R., Hannafin, Jo A., Harris, Norman Lindsay, Hechtman, Keith S., Hershman, Elliott B., Hoellrich, Rudolf G., Johnson, David C. , Kaeding, Christopher C., Kamath, Ganesh V. , Klootwyk, Thomas E., Levy, Bruce A. , Benjamin, C. , Maiers, G. Peter, Marx, Robert G. , Matava, Matthew J. , Mathien, Gregory M., McCormack, Robert G. , Miller, Bruce S., Nissen, Carl W. , O’Neill, Daniel F., Parker, Richard D., Purnell, Mark L., Ramappa, Arun J. , Rauh, Michael A. , Rettig, Arthur C., Sekiya, Jon K., Shea, Kevin G. , Slauterbeck, James R., Smith, Matthew V. , Svoboda, Steven J. , Taft, Timothy N., Tenuta, Joachim J., Tingstad, Edwin M., Vidal, Armando F. , Viskontas, Darius G., White, Richard A., Wolcott, Michelle L., Wright, Rick W. , York, James J. , Group, MARS, Vasavada, Kinjal , Moran, Jay T. , Lee, Chang Hee , Sherman, Orrin H. , Allen, Christina R. , DeBerardino, Thomas M. , Spindler, Kurt P , Stuart, Michael J., Brophy, Robert H. , Cox, Charles L. , David, Tal S. , Giffin, J. Robert , Johnson, David C., Johnson, Timothy S. , Jones, Morgan H. , Kaeding, Christopher C. , McAllister, David R. , McCarty, Eric C. , Miller, Bruce S., Owens, Brett D. , Spang, Jeffrey T. , Vidal, Armando F. , Williams, James S. , Wolf, Brian R.

Mayo Clinic

Orthopaedic Journal of Sports Medicine | November 14, 2024 | Volume: 12 | Issue: 11 | Pages: No page available

10.1177/23259671241291920 | PMID 39555321 Get It

Background: As machine learning becomes increasingly utilized in orthopaedic clinical research, the application of machine learning methodology to cohort data from the Multicenter ACL Revision Study (MARS) presents a valuable opportunity to translate data into patient-specific insights. Purpose: To apply novel machine learning methodology to MARS cohort data to determine a predictive model of revision anterior cruciate ligament reconstruction (rACLR) graft failure and features most predictive of failure. Study Design: Cohort study; Level of evidence, 3. Methods: The authors prospectively recruited patients undergoing rACLR from the MARS cohort and obtained preoperative radiographs, surgeon-reported intraoperative findings, and 2- and 6-year follow-up data on patient-reported outcomes, additional surgeries, and graft failure. Machine learning models including logistic regression (LR), XGBoost, gradient boosting (GB), random forest (RF), and a validated ensemble algorithm (AutoPrognosis) were built to predict graft failure by 6 years postoperatively. Validated performance metrics and feature importance measures were used to evaluate model performance. Results: The cohort included 960 patients who completed 6-year follow-up, with 5.7% (n = 55) experiencing graft failure. AutoPrognosis demonstrated the highest discriminative power (model area under the receiver operating characteristic curve: AutoPrognosis, 0.703; RF, 0.618; GB, 0.660; XGBoost, 0.680; LR, 0.592), with well-calibrated scores (model Brier score: AutoPrognosis, 0.053; RF, 0.054; GB, 0.057; XGBoost, 0.058; LR, 0.111). The most important features for AutoPrognosis model performance were prior compromised femoral and tibial tunnels (placement and size) and allograft graft type used in current rACLR. Conclusion: The present study demonstrated the ability of the novel AutoPrognosis machine learning model to best predict the risk of graft failure in patients undergoing rACLR at 6 years postoperatively with moderate predictive ability. Femoral and tibial tunnel size and position in prior ACLR and allograft use in current rACLR were all risk factors for rACLR failure in the context of the AutoPrognosis model. This study describes a unique model that can be externally validated with larger data sets and contribute toward the creation of a robust rACLR bedside risk calculator in future studies. Registration: NCT00625885 (ClinicalTrials.gov identifier).
Surgical Predictors of Clinical Outcome 6 Years After Revision ACL Reconstruction
Group, The MARS, Wright, Rick W. , Huston, Laura J. , Haas, Amanda K. , Cooper, Daniel E. , Dunn, Warren R. , Lantz, Brett A., Amendola, Annunziato , Annunziata, Christopher C., Arciero, Robert A. , Bach, Bernard R. , Baker, Champ L., Bartolozzi, Arthur R. , Baumgarten, Keith M. , Berg, Jeffrey H., Bernas, Geoffrey A., Brockmeier, Stephen F. , Bush‐Joseph, Charles A., Butler, J. Brad, Carey, James L. , Carpenter, James E. , Cole, Brian J. , Cooper, Jonathan M., Creighton, R. Alexander , Flanigan, David C. , Frederick, Robert W., Ganley, Theodore J. , Gatt, Charles J. , Gecha, Steven R., Hame, Sharon L. , Hannafin, Jo A., Harner, Christopher D. , Harris, Norman Lindsay, Hechtman, Keith S., Hershman, Elliott B., Hoellrich, Rudolf G., Johnson, David C. , Kaeding, Christopher C., Kamath, Ganesh V. , Klootwyk, Thomas E., Levy, Bruce A. , Benjamin, C. , Maiers, G. Peter, Marx, Robert G. , Matava, Matthew J. , Mathien, Gregory M., McCormack, Robert G. , Miller, Bruce S., Nissen, Carl W. , O’Neill, Daniel F., Parker, Richard D., Purnell, Mark L., Ramappa, Arun J. , Rauh, Michael A. , Rettig, Arthur C., Sekiya, Jon K., Shea, Kevin G. , Slauterbeck, James R., Smith, Matthew V. , Svoboda, Steven J. , Taft, Timothy N., Tenuta, Joachim J., Tingstad, Edwin M., Vidal, Armando F. , Viskontas, Darius G., White, Richard A., Wolcott, Michelle L., York, James J. , Group, The MARS, Pennings, Jacquelyn S. , Allen, Christina R. , DeBerardino, Thomas M. , Spindler, Kurt P , Stuart, Michael J. , Brophy, Robert H. , Cox, Charles L. , David, Tal S. , Giffin, J. Robert , Johnson, David C., Johnson, Timothy S. , Jones, Morgan H. , Kaeding, Christopher C. , McAllister, David R. , McCarty, Eric C. , Miller, Bruce S., Owens, Brett D. , Sherman, Orrin H. , Spang, Jeffrey T. , Vidal, Armando F. , Williams, James S. , Wolf, Brian R.

Mayo Clinic

The American Journal of Sports Medicine | November 6, 2024 | Volume: 52 | Issue: 13 | Pages: 3286-3294

10.1177/03635465241288227 | PMID 39503722 Get It

Background: Revision anterior cruciate ligament (ACL) reconstruction has been documented to have inferior outcomes compared with primary ACL reconstruction. The reasons why remain unknown. Purpose: To determine whether surgical factors performed at the time of revision ACL reconstruction can influence a patient’s outcome at 6-year follow-up. Study Design: Cohort study; Level of evidence, 2. Methods: Patients who underwent revision ACL reconstruction were identified and prospectively enrolled between 2006 and 2011. Data collected included baseline patient characteristics, surgical technique and pathology, and a series of validated patient-reported outcome instruments: Knee injury and Osteoarthritis Outcome Score (KOOS), International Knee Documentation Committee (IKDC) subjective form, Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC), and Marx activity rating score. Patients were followed up for 6 years and asked to complete the identical set of outcome instruments. Regression analysis was used to control for baseline patient characteristics and surgical variables to assess the surgical risk factors for clinical outcomes 6 years after surgery. Results: A total of 1234 patients were enrolled (716 men, 58%; median age, 26 years), and 6-year follow-up was obtained on 79% of patients (980/1234). Using an interference screw for femoral fixation compared with a cross-pin resulted in significantly better outcomes in 6-year IKDC scores (odds ratio [OR], 2.2; 95% CI, 1.2-3.9; P = .008) and KOOS sports/recreation and quality of life subscale scores (OR range, 2.2-2.7; 95% CI, 1.2-4.8; P < .01). Use of an interference screw compared with a cross-pin resulted in a 2.6 times less likely chance of having a subsequent surgery within 6 years. Use of an interference screw for tibial fixation compared with any combination of tibial fixation techniques resulted in significantly improved scores for IKDC (OR, 1.96; 95% CI, 1.3-2.9; P = .001); KOOS pain, activities of daily living, and sports/recreation subscales (OR range, 1.5-1.6; 95% CI, 1.0-2.4; P < .05); and WOMAC pain and activities of daily living subscales (OR range, 1.5-1.8; 95% CI, 1.0-2.7; P < .05). Use of a transtibial surgical approach compared with an anteromedial portal approach resulted in significantly improved KOOS pain and quality of life subscale scores at 6 years (OR, 1.5; 95% CI, 1.02-2.2; P≤ .04). Conclusion: There are surgical variables at the time of ACL revision that can modify clinical outcomes at 6 years. Opting for a transtibial surgical approach and choosing an interference screw for femoral and tibial fixation improved patients’ odds of having a significantly better 6-year clinical outcome in this cohort.
Clinical recognition of frontotemporal dementia with right anterior temporal predominance: A multicenter retrospective cohort study
Ulugut, Hülya , Samancı, Bedia , Illán‐Gala, Ignacio , Kuchcinski, Grégory , Leroy, Mélanie , Santillo, Alexander , Waldö, Maria Landqvist , Riedl, Lina , Stock, Jan Van den , Vandenbulcke, Mathieu , Ducharme, Simon , Pressman, Peter , Takada, Leonel Tadao , Diehl‐Schmid, Janine , Galimberti, Daniela , Barkhof, Frederik , Sturm, Virginia E. , Miyagawa, Toji , Whitwell, Jennifer L. , Rohrer, Jonathan D. , Gorno‐Tempini, Maria Luisa, Josephs, Keith A. , Warren, Jason D. , Rankin, Katherine P. , Group, International rtvFTD Working, Barkhof, Frederik , Rohrer, Jonathan D , Illán-Gala, Ignacio , Galimberti, Daniela , Bertoux, Maxime , Younes, Kyan , Montembeault, Maxime , Fumagalli, Giorgio , Thompson, J. C. , Kobylecki, Christopher , Englund, Elisabet , Vandenberghe, Rik , Laforce, Robert , Caramelli, Paulo , Souza, Leonardo Cruz de , Gurvit, Hakan I. , Hansson, Oskar , Pasquier, Florence , Miller, Bruce L. , Scheltens, Philip , Ossenkoppele, Rik , Flier, Wiesje M. van der , Fox, Nick C. , Boeve, Bradley F. , Gorno‐Tempini, Maria‐Luisa, Snowden, Julie S. , Pijnenburg, Yolande A.L. , Group, International rtvFTD Working

Mayo Clinic

Alzheimer's & Dementia | July 10, 2024 | Volume: 20 | Issue: 8 | Pages: 5647-5661

10.1002/alz.14076 | PMID 38982845 Get It

Abstract INTRODUCTION Although frontotemporal dementia (FTD) with right anterior temporal lobe (RATL) predominance has been recognized, a uniform description of the syndrome is still missing. This multicenter study aims to establish a cohesive clinical phenotype. METHODS Retrospective clinical data from 18 centers across 12 countries yielded 360 FTD patients with predominant RATL atrophy through initial neuroimaging assessments. RESULTS Common symptoms included mental rigidity/preoccupations (78%), disinhibition/socially inappropriate behavior (74%), naming/word‐finding difficulties (70%), memory deficits (67%), apathy (65%), loss of empathy (65%), and face‐recognition deficits (60%). Real‐life examples unveiled impairments regarding landmarks, smells, sounds, tastes, and bodily sensations (74%). Cognitive test scores indicated deficits in emotion, people, social interactions, and visual semantics however, lacked objective assessments for mental rigidity and preoccupations. DISCUSSION This study cumulates the largest RATL cohort unveiling unique RATL symptoms subdued in prior diagnostic guidelines. Our novel approach, combining real‐life examples with cognitive tests, offers clinicians a comprehensive toolkit for managing these patients. Highlights This project is the first international collaboration and largest reported cohort. Further efforts are warranted for precise nomenclature reflecting neural mechanisms. Our results will serve as a clinical guideline for early and accurate diagnoses.