Citations

Mayo Clinic

Clear

2363 citation(s) found for "Wu, Jack".

Non-rapid eye movement sleep slow-wave activity features are associated with amyloid accumulation in older adults with obstructive sleep apnoea
Carvalho, Diego Z. , Křemen, Václav , Mívalt, Filip , Louis, Erik K. St. , Bukartyk, Jan , Przybelski, Scott A. , Kamykowski, Michael G. , Spychalla, Anthony J., Petersen, Ronald , Jack, Clifford R. , Lowe, Val J. , Graff‐Radford, Jonathan , Somers, Virend K. , Varga, Andrew W. , St Louis, E K , Boeve, Brad , Jack, Clifford R , Graff-Radford, Jonathan , Varga, Andrew W , Vemuri, Prashanthi , Kremen, Vaclav , Carvalho, Diego Z , Mivalt, Filip , McCarter, Stuart J. , Machulda, Mary M. , Boeve, Bradley F. , Worrell, Gregory A. , Somers, Virend K. , Vemuri, Prashanthi

Brain Communications | October 7, 2024 | Volume: 6 | Issue: 5 | Pages: No page available

10.1093/braincomms/fcae354 | PMID 39429245 Get It

Abstract Obstructive sleep apnoea (OSA) is associated with an increased risk for cognitive impairment and dementia, which likely involves Alzheimer’s disease pathology. Non-rapid eye movement slow-wave activity (SWA) has been implicated in amyloid clearance, but it has not been studied in the context of longitudinal amyloid accumulation in OSA. This longitudinal retrospective study aims to investigate the relationship between polysomnographic and electrophysiological SWA features and amyloid accumulation. From the Mayo Clinic Study of Aging cohort, we identified 71 participants ≥60 years old with OSA (mean baseline age = 72.9 ± 7.5 years, 60.6% male, 93% cognitively unimpaired) who had at least 2 consecutive Amyloid Pittsburgh Compound B (PiB)-PET scans and a polysomnographic study within 5 years of the baseline scan and before the second scan. Annualized PiB-PET accumulation [global ΔPiB(log)/year] was estimated by the difference between the second and first log-transformed global PiB-PET uptake estimations divided by the interval between scans (years). Sixty-four participants were included in SWA analysis. SWA was characterized by the mean relative spectral power density (%) in slow oscillation (SO: 0.5–0.9 Hz) and delta (1–3.9 Hz) frequency bands and by their downslopes (SO-slope and delta-slope, respectively) during the diagnostic portion of polysomnography. We fit linear regression models to test for associations among global ΔPiB(log)/year, SWA features (mean SO% and delta% or mean SO-slope and delta-slope), and OSA severity markers, after adjusting for age at baseline PiB-PET, APOE ɛ4 and baseline amyloid positivity. For 1 SD increase in SO% and SO-slope, global ΔPiB(log)/year increased by 0.0033 (95% CI: 0.0001; 0.0064, P = 0.042) and 0.0069 (95% CI: 0.0009; 0.0129, P = 0.026), which were comparable to 32% and 59% of the effect size associated with baseline amyloid positivity, respectively. Delta-slope was associated with a reduction in global ΔPiB(log)/year by −0.0082 (95% CI: −0.0143; −0.0021, P = 0.009). Sleep apnoea severity was not associated with amyloid accumulation. Regional associations were stronger in the pre-frontal region. Both slow-wave slopes had more significant and widespread regional associations. Annualized PiB-PET accumulation was positively associated with SO and SO-slope, which may reflect altered sleep homeostasis due to increased homeostatic pressure in the setting of unmet sleep needs, increased synaptic strength, and/or hyper-excitability in OSA. Delta-slope was inversely associated with PiB-PET accumulation, suggesting it may represent residual physiological activity. Further investigation of SWA dynamics in the presence of sleep disorders before and after treatment is necessary for understanding the relationship between amyloid accumulation and SWA physiology.
Safety and efficacy of standard-of-care ciltacabtagene autoleucel for relapsed/refractory multiple myeloma
Sidana, Surbhi , Patel, Krina K. , Peres, Lauren C. , Bansal, Radhika , Kocoglu, Mehmet H. , Shune, Leyla , Atrash, Shebli , Smith, Kinaya, Midha, Shonali , Ferreri, Christopher J. , Dhakal, Binod , Wagner, Charlotte B , Hosoya, Hitomi , Mikkilineni, Lekha , Atanackovic, Djordje , Mann, Hashim , Kalariya, Nilesh, Hovanky, Vanna, DeAvila, Gabriel, Freeman, Ciara L. , Alsina, Melissa , Wong, Sandy W. , Htut, Myo , Sborov, Douglas W. , Khouri, Jack , Janakiram, Murali , Lin, Yi, Dima, Danai , Wagner, Charlotte , Atanackovic, Djordje , Chhabra, Saurabh , Parrondo, Ricardo D , Mann, Hashim , Freeman, Ciara L , Herr, Megan M. , McGuirk, Joseph , Sborov, Douglas W , Khouri, Jack , Sidana, Surbhi , Kocoglu, Mehmet H , Patel, Krina , Atrash, Shebli , Hosoya, Hitomi , Janakiram, Murali , Dhakal, Binod , Dima, Danai , Costello, Patrick , Reshef, Ran , Chhabra, Saurabh , Nadeem, Omar , Locke, Frederick L. , McGuirk, Joseph P. , Martin, Thomas , Hansen, Doris K.

Blood | October 4, 2024 | Volume: 145 | Issue: 1 | Pages: 85-97

10.1182/blood.2024025945 | PMID 39365257 Get It

Abstract Ciltacabtagene autoleucel (cilta-cel) was approved in 2022 for patients with relapsed/refractory multiple myeloma (RRMM). We report outcomes with cilta-cel in the standard-of-care setting. Patients with RRMM who underwent leukapheresis for cilta-cel manufacturing between 1 March 2022 and 31 December 2022 at 16 US academic medical centers were included. Overall, 255 patients underwent leukapheresis and 236 (92.5%) received cilta-cel, of which 54% would not have met CARTITUDE-1 eligibility criteria. In treated patients (N = 236), cytokine release syndrome was seen in 75% (grade ≥3, 5%), immune effector cell–associated neurotoxicity syndrome in 14% (grade ≥3, 4%), and delayed neurotoxicity in 10%. Overall and complete response rates were as follows: all patients who received cilta-cel (N = 236), 89% and 70%; patients receiving conforming cilta-cel (n = 191), 94% and 74%; and conforming cilta-cel with fludarabine/cyclophosphamide lymphodepletion (n = 152), 95% and 76%, respectively. Nonrelapse mortality was 10%, most commonly from infection. After a median follow-up of 13 months from cilta-cel, the median progression-free survival (PFS) was not reached, with 12-month estimate being 68% (95% confidence interval, 62-74). High ferritin levels, high-risk cytogenetics, and extramedullary disease were independently associated with inferior PFS, with a signal for prior B-cell maturation antigen–targeted therapy (P = .08). Second primary malignancies excluding nonmelanoma skin cancers were seen in 5.5% and myeloid malignancies/acute leukemia in 1.7%. We observed a favorable efficacy profile of standard-of-care cilta-cel in RRMM, despite more than half the patients not meeting the CARTITUDE-1 eligibility criteria.
Asian Pacific Society of Cardiology Consensus Statements on the Use of Percutaneous Coronary Intervention on Stenosis of the Left Main Coronary Artery
Tan, Jack Wei Chieh , Tan, Huay Cheem , Lee, Michael , Seth, Ashok , Sin, Kenny YK, Firman, Doni , Yap, Jonathan , Sison, Eric Oliver D, Yahya, Achmad Fauzi , Chan, Kok Meng, Chan, Howard Ho Yan, Murasato, Yoshinobu , Malik, Fazila‐Tun‐Nesa , Nguyen, Michael C., Zhang, Bin , Kim, Hyo-Soo , Nguyen, Quang Ngoc , Ako, Junya , Bhindi, Ravinay, Zhang, Junjie , Tam, Frankie Chor-Cheung, Sengottuvelu, G., Ramaiah, Asri Ranga Bin Abdullah, Ali, Rosli Bin Mohd, Harding, S. , Wong, Aaron Sung Lung , Loh, Poay Huan , Hsieh, I-Chang , Kehasukcharoen, Wirash , Linh, Dinh Huynh, Henry, Timothy D. , Tan, Jack Wei Chieh , Lo, Sidney, Sin, Kenny Yoong Kong , Park, Duk‐Woo , Chan, Kok Meng John, Chan, Ho Yan Howard, Nguyen, Michael C, Lee, Kwan , Santoso, Teguh Iman , Wongpraparut, Nattawut , Ramaiah, Asri Ranga Abdullah, Yeo, Khung Keong , Stankovic, Goran R.

Journal of Asian Pacific Society of Cardiology | October 2, 2024 | Volume: 3 | Issue: No issue available | Pages: No page available

10.15420/japsc.2024.27 Get It

Stenosis of the left main coronary artery (LM stenosis) is associated with significant mortality and morbidity due to the large area of affected myocardium. Evidence on the use of percutaneous coronary intervention (PCI) for the treatment of LM stenosis is growing. However, the role of Western guidelines on patients in the Asian-Pacific region is unclear due to anatomical variations, substantial heterogeneity in healthcare resources and infrastructure, and the lack of consensus on the optimal management of LM stenosis in the Asia-Pacific region. Hence, an Asian Pacific Society of Cardiology (APSC) working group developed consensus recommendations on the use of PCI in the management of LM stenosis in the Asia-Pacific region. The APSC expert panel reviewed and appraised the available evidence using the Grading of Recommendations Assessment, Development, and Evaluation system. Consensus recommendations were developed and put to an online vote. Consensus was reached when 80% of votes for a given recommendation were in support of ‘agree’ or ‘neutral’. The resulting 12 statements provide guidance for clinical practitioners in the region on the use of PCI in the treatment of patients with LM stenosis.
YAP ‐ TEAD inhibition is associated with upregulation of an androgen receptor mediated transcription program providing therapeutic escape
Alva‐Ruiz, Roberto , Watkins, Ryan , Tomlinson, Jennifer L. , Conboy, Caitlin B. , Jessen, Erik , Werneburg, Nathan W., Kuipers, Hendrien , Sample, Jack W. , Truty, Mark J. , Smoot, Rory L., Smoot, Rory L. , Watkins, Ryan D, Conboy, Caitlin B , Sample, Jack W , Smoot, Rory L , Alva-Ruiz, Roberto , Tomlinson, Jennifer , Yonkus, Jennifer A. , Abdelrahman, Amro M. , Gores, Gregory J. , Ilyas, Sumera I.

FEBS Open Bio | September 19, 2024 | Volume: 14 | Issue: 11 | Pages: 1873-1887

10.1002/2211-5463.13901 | PMID 39300603 Get It

Cholangiocarcinoma (CCA) is a highly aggressive form of liver cancer and is an increasing cause of cancer‐related death worldwide. Despite its increasing incidence globally and alarming mortality, treatment options for CCA have largely remained unchanged, stressing the importance of developing new effective therapies. YAP activation is common in CCA, and its major transcriptional signaling partners are the TEAD proteins. CA3 is a small‐molecule YAP‐TEAD disrupter discovered utilizing a TEAD reporter assay. Utilizing CCA, gastric cancer cell lines, and patient‐derived xenograft models (PDX), we demonstrate that CA3 is effective in inducing cell death and delaying tumor growth in both FGFR2 fusion and wild‐type models. CA3 was associated with on‐target decreases in YAP‐TEAD target gene expression, TEAD reporter activity, and overall TEAD levels. Hippo pathway signaling was not altered as there was no change in YAP phosphorylation status in the cells exposed to CA3. RNA sequencing of gastric cancer and CCA models demonstrated upregulation of an androgen receptor–mediated transcriptional program following exposure to CA3 in five unique models tested. Consistent with this upstream regulator analysis, CA3 exposure in CCA cells was associated with increased AR protein levels, and combinatorial therapy with CA3 and androgen receptor blockade was associated with increased cancer cell death. CA3 behaves functionally as a YAP‐TEAD disrupter in the models tested and demonstrated therapeutic efficacy. Exposure to CA3 was associated with compensatory androgen receptor signaling and dual inhibition improved the therapeutic effect.
Do obese patients undergoing surgery for grade 1 spondylolisthesis have worse outcomes at 5 years’ follow-up? A QOD study
Zammar, Samer G. , Yee, Timothy J., Patel, Arati , Le, Vivian , Alan, Nima , Coric, Domagoj , Potts, Eric A. , Bisson, Erica F. , Knightly, Jack, Fu, Kai-Ming, Foley, Kevin T. , Shaffrey, Mark E., Bydon, Mohamad , Chou, Dean , Chan, Andrew K. , Meyer, Scott A., Shaffrey, Christopher I. , Slotkin, Jonathan R., Haid, Regis W., Glassman, Steven D. , Virk, Michael S. , Mummaneni, Praveen V. , Ambati, Vardhaan , Fu, Kai-Ming, Asher, Anthony L., Wang, Michael , Park, Paul

Journal of Neurosurgery: Spine | September 14, 2024 | Volume: 41 | Issue: 5 | Pages: 564-571

10.3171/2024.5.spine24125 | PMID 39270316 Get It

OBJECTIVE The long-term effects of increased body mass index (BMI) on surgical outcomes are unknown for patients who undergo surgery for low-grade lumbar spondylolisthesis. The goal of this study was to assess long-term outcomes in obese versus nonobese patients after surgery for grade 1 spondylolisthesis. METHODS Patients who underwent surgery for grade 1 spondylolisthesis at the Quality Outcomes Database’s 12 highest enrolling sites (SpineCORe group) were identified. Long-term (5-year) outcomes were compared for patients with BMI ≥ 35 versus BMI < 35. RESULTS In total, 608 patients (57.6% female) were included. Follow-up was 81% (excluding patients who had died) at 5 years. The BMI ≥ 35 cohort (130 patients, 21.4%) was compared to the BMI < 35 cohort (478 patients, 78.6%). At baseline, patients with BMI ≥ 35 were more likely to be younger (58.5 ± 11.4 vs 63.2 ± 12.0 years old, p < 0.001), to present with both back and leg pain (53.8% vs 37.0%, p = 0.002), and to require ambulation assistance (20.8% vs 9.2%, p < 0.001). Furthermore, the cohort with BMI ≥ 35 had worse baseline patient-reported outcomes including visual analog scale (VAS) back (7.6 ± 2.3 vs 6.5 ± 2.8, p < 0.001) and leg (7.1 ± 2.6 vs 6.4 ± 2.9, p = 0.031) pain, disability measured by the Oswestry Disability Index (ODI) (53.7 ± 15.7 vs 44.8 ± 17.0, p < 0.001), and quality of life on EuroQol-5D (EQ-5D) questionnaire (0.47 ± 0.22 vs 0.56 ± 0.22, p < 0.001). Patients with BMI ≥ 35 were more likely to undergo fusion (85.4% vs 74.7%, p = 0.01). There were no significant differences in 30- and 90-day readmission rates (p > 0.05). Five years postoperatively, there were no differences in reoperation rates or the development of adjacent-segment disease for patients in either BMI < 35 or ≥ 35 cohorts who underwent fusion (p > 0.05). On multivariate analysis, BMI ≥ 35 was a significant risk factor for not achieving minimal clinically important differences (MCIDs) for VAS leg pain (OR 0.429, 95% CI 0.209–0.876, p = 0.020), but BMI ≥ 35 was not a predictor for achieving MCID for VAS back pain, ODI, or EQ-5D at 5 years postoperatively. CONCLUSIONS Both obese and nonobese patients benefit from surgery for grade 1 spondylolisthesis. At the 5-year time point, patients with BMI ≥ 35 have similarly low reoperation rates and achieve rates of satisfaction and MCID for back pain (but not leg pain), disability (ODI), and quality of life (EQ-5D) that are similar to those in patients with a BMI < 35.
Visual assessments of 11C-Pittsburgh compound-B PET vs. 18F-flutemetamol PET across the age spectrum
Zeydan, Burcu , Przybelski, Scott A. , Lesnick, Timothy G. , Kantarci, Orhun H. , Min, Hoon‐Ki , Kemp, Bradley J. , Jack, Clifford R. , Kantarci, Kejal , Lowe, Val J. , Min, Hoon-Ki Paul , Jack, Clifford R , Kantarci, Kejal , Zeydan, Burcu , Johnson, Derek R. , Schwarz, Christopher G. , Senjem, Matthew L.

Nuclear Medicine Communications | September 13, 2024 | Volume: 45 | Issue: 12 | Pages: 1047-1054

10.1097/mnm.0000000000001902 | PMID 39267525 Get It

Objective Visual assessments of amyloid-β PET, used for Alzheimer’s disease (AD) diagnosis and treatment evaluation, require a careful approach when different PET ligands are utilized. Because the gray matter (GM) and white matter (WM) ligand bindings vary with age, the objective was to investigate the agreement between visual reads of 11C- and 18F-PET scans. Methods Cognitively unimpaired (CU) younger adults (N = 30; 39.5 ± 6.0 years), CU older adults (N = 30; 68.6 ± 5.9 years), and adults with AD (N = 22; 67.0 ± 8.5 years) underwent brain MRI, 11C-Pittsburgh compound-B (PiB)-PET, and 18F-flutemetamol-PET. Amyloid-β deposition was assessed visually by two nuclear medicine specialists on 11C-PiB-PET and 18F-flutemetamol-PET, and quantitatively by PET centiloids. Results Seventy-two 11C-PiB-PET and 18F-flutemetamol-PET visual reads were concordant. However, 1 18F-flutemetamol-PET and 9 11C-PiB-PET were discordant with quantitative values. In four additional cases, while 11C-PiB-PET and 18F-flutemetamol-PET visual reads were concordant, they were discordant with quantitative values. Disagreements in CU younger adults were only with 11C-PiB-PET visual reads. The remaining disagreements were with CU older adults. Conclusion Age, GM/WM binding, amyloid-β load, and disease severity may affect visual assessments of PET ligands. Increase in WM binding with age causes a loss of contrast between GM and WM on 11C-PiB-PET, particularly in CU younger adults, leading to false positivity. In CU older adults, increased WM signal may bleed more into cortical regions, hiding subtle cortical uptake, especially with 18F-flutemetamol, whereas 11C-PiB can detect true regional positivity. Understanding these differences will improve patient care and treatment evaluation in clinic and clinical trials.
Development of a Breast Cancer Risk Prediction Model Integrating Monogenic, Polygenic, and Epidemiologic Risk
Kalia, Sarah S. , Boddicker, Nicholas , Yadav, Siddhartha , Huang, Hongyan , Na, Jie , Ambrosone, Christine B. , Yao, Song , Haiman, Christopher A. , Chen, Fei , John, Esther M. , Kurian, Allison W. , Guo, Boya , Lindström, Sara , Auer, Paul L. , Taylor, Jack A. , Hodge, James M. , Lori, Adriana , Bodelón, Clara , Vachon, Celine M. , Goldgar, David E. , Nathanson, Katherine L. , Weitzel, Jeffrey N. , Boddicker, Nicholas J , Hu, Chunling , Ambrosone, Christine B , Yao, Song , Haiman, Christopher A , Chen, Fei , John, Esther M , Kurian, Allison W , Guo, Boya , Lindstrom, Sara , Auer, Paul , Lacey, James V. , Neuhausen, Susan L. , Martı́nez, Marı́a Elena , Sandler, Dale P , O'Brien, Katie M , Taylor, Jack A , Teras, Lauren R , Hodge, James M , Lori, Adriana , Bodelon, Clara , Trentham-Dietz, Amy , Burnside, Elizabeth S , Vachon, Celine M. , Winham, Stacey J , Goldgar, David E , Domchek, Susan M , Nathanson, Katherine L , Weitzel, Jeffrey N , Couch, Fergus J. , Kraft, Peter , Yadav, Siddhartha , Na, Jie , Hu, Chunling , Sandler, Dale P. , O’Brien, Katie M. , Teras, Lauren R. , Trentham‐Dietz, Amy , Burnside, Elizabeth S. , Winham, Stacey J. , Domchek, Susan M. , Couch, Fergus J. , Kraft, Peter

Cancer Epidemiology, Biomarkers & Prevention | September 11, 2024 | Volume: 33 | Issue: 11 | Pages: 1490-1499

10.1158/1055-9965.epi-24-0594 | PMID 39259185 Get It

Abstract Background: Breast cancer has been associated with monogenic, polygenic, and epidemiologic (clinical, reproductive, and lifestyle) risk factors, but studies evaluating the combined effects of these factors have been limited. Methods: We extended previous work in breast cancer risk modeling, incorporating pathogenic variants (PV) in six breast cancer predisposition genes and a 105-SNP polygenic risk score (PRS), to include an epidemiologic risk score (ERS) in a sample of non-Hispanic White women drawn from prospective cohorts and population-based case–control studies, with 23,518 cases and 22,832 controls, from the Cancer Risk Estimates Related to Susceptibility (CARRIERS) Consortium. Results: The model predicts 4.4-fold higher risk of breast cancer for postmenopausal women with no predisposition PV and median PRS, but with the highest versus lowest ERS. Overall, women with CHEK2 PVs had &gt;20% lifetime risk of breast cancer. However, 15.6% of women with CHEK2 PVs and a family history of breast cancer, and 45.1% of women with CHEK2 PVs but without a family history of breast cancer, had low (&lt;20%) predicted lifetime risk and thus were below the threshold for MRI screening. CHEK2 PV carriers at the 10th percentile of the joint distribution of ERS and PRS, without a family history of breast cancer, had a predicted lifetime risk similar to the general population. Conclusions: These results illustrate that an ERS, alone and combined with the PRS, can contribute to clinically relevant risk stratification. Impact: Integrating monogenic, polygenic, and epidemiologic risk factors in breast cancer risk prediction models may inform personalized screening and prevention efforts.
Overview of ADNI MRI
Jack, Clifford R. , Arani, Arvin , Borowski, Bret, Crawford, Karen , DeCarli, Charles , Fletcher, Evan, Fox, Nick C. , Gunter, Jeffrey L. , Ittyerah, Ranjit, Harvey, Danielle , Jahanshad, Neda , Maillard, Pauline , Malone, Ian B., Reyes, Denise A., Thomas, David L. , Thompson, Paul M., Tosun, Duygu , Ward, Chadwick P., Weiner, Michael W., Initiative, Alzheimer's Disease Neuroimaging, DeCarli, Charles , Malone, Ian B. , Borowski, Bret J, Jack, Clifford R , Arani, Arvin , Fox, Nick C , Harvey, Danielle J , Tosun, Duygu , Maillard, Pauline , Cash, David M. , Das, Sandhitsu R. , Nir, Talia M. , Reid, Robert I. , Schwarz, Christopher G. , Senjem, Matthew L. , Thompson, Paul M. , Yushkevich, Paul A. , Initiative, Alzheimer's Disease Neuroimaging

Alzheimer's & Dementia | September 11, 2024 | Volume: 20 | Issue: 10 | Pages: 7350-7360

10.1002/alz.14166 | PMID 39258539 Get It

Abstract The magnetic resonance imaging (MRI) Core has been operating since Alzheimer's Disease Neuroimaging Initiative's (ADNI) inception, providing 20 years of data including reliable, multi‐platform standardized protocols, carefully curated image data, and quantitative measures provided by expert investigators. The overarching purposes of the MRI Core include: (1) optimizing and standardizing MRI acquisition methods, which have been adopted by many multicenter studies and trials worldwide and (2) providing curated images and numeric summary values from relevant MRI sequences/contrasts to the scientific community. Over time, ADNI MRI has become increasingly complex. To remain technically current, the ADNI MRI protocol has changed substantially over the past two decades. The ADNI 4 protocol contains nine different imaging types (e.g., three dimensional [3D] T1‐weighted and fluid‐attenuated inversion recovery [FLAIR]). Our view is that the ADNI MRI data are a greatly underutilized resource. The purpose of this paper is to educate the scientific community on ADNI MRI methods and content to promote greater awareness, accessibility, and use. Highlights The MRI Core provides multi‐platform standardized protocols, carefully curated image data, and quantitative analysis by expert groups. The ADNI MRI protocol has undergone major changes over the past two decades to remain technically current. As of April 25, 2024, the following numbers of image series are available: 17,141 3D T1w; 6877 FLAIR; 3140 T2/PD; 6623 GRE; 3237 dMRI; 2846 ASL; 2968 TF‐fMRI; and 2861 HighResHippo (see Table 1 for abbreviations). As of April 25, 2024, the following numbers of quantitative analyses are available: FreeSurfer 10,997; BSI 6120; tensor based morphometry (TBM) and TBM‐SYN 12,019; WMH 9944; dMRI 1913; ASL 925; TF‐fMRI NFQ 2992; and medial temporal subregion volumes 2726 (see Table 4 for abbreviations). ADNI MRI is an underutilized resource that could be more useful to the research community.
Can integration of Alzheimer’s plasma biomarkers with MRI, cardiovascular, genetics, and lifestyle measures improve cognition prediction?
Gebre, Robel K , Graff‐Radford, Jonathan , Ramanan, Vijay K. , Raghavan, Sheelakumari, Hofrenning, Ekaterina I. , Przybelski, Scott A. , Nguyen, Aivi T. , Lesnick, Timothy G. , Gunter, Jeffrey L. , Vassilaki, Maria , Lowe, Val J. , Jack, Clifford R. , Petersen, Ronald C. , Algeciras-Schimnich, Alicia , Knopman, David S. , Vassilaki, Maria , Jack, Clifford R , Vemuri, Prashanthi , Nguyen, Aivi T , Ramanan, Vijay K , Raghavan, Sheelakumari , Algeciras‐Schimnich, Alicia , Knopman, David S. , Machulda, Mary M. , Vemuri, Prashanthi

Brain Communications | September 5, 2024 | Volume: 6 | Issue: 5 | Pages: No page available

10.1093/braincomms/fcae300 | PMID 39291164 Get It

Abstract There is increasing interest in Alzheimer’s disease related plasma biomarkers due to their accessibility and scalability. We hypothesized that integrating plasma biomarkers with other commonly used and available participant data (MRI, cardiovascular factors, lifestyle, genetics) using machine learning (ML) models can improve individual prediction of cognitive outcomes. Further, our goal was to evaluate the heterogeneity of these predictors across different age strata. This longitudinal study included 1185 participants from the Mayo Clinic Study of Aging who had complete plasma analyte work-up at baseline. We used the Quanterix Simoa immunoassay to measure neurofilament light, Aβ1–42 and Aβ1–40 (used as Aβ42/Aβ40 ratio), glial fibrillary acidic protein, and phosphorylated tau 181 (p-tau181). Participants’ brain health was evaluated through gray and white matter structural MRIs. The study also considered cardiovascular factors (hyperlipidemia, hypertension, stroke, diabetes, chronic kidney disease), lifestyle factors (area deprivation index, body mass index, cognitive and physical activities), and genetic factors (APOE, single nucleotide polymorphisms, and polygenic risk scores). An ML model was developed to predict cognitive outcomes at baseline and decline (slope). Three models were created: a base model with groups of risk factors as predictors, an enhanced model included socio-demographics, and a final enhanced model by incorporating plasma and socio-demographics into the base models. Models were explained for three age strata: younger than 65 years, 65–80 years, and older than 80 years, and further divided based on amyloid positivity status. Regardless of amyloid status the plasma biomarkers showed comparable performance (R² = 0.15) to MRI (R² = 0.18) and cardiovascular measures (R² = 0.10) when predicting cognitive decline. Inclusion of cardiovascular or MRI measures with plasma in the presence of socio-demographic improved cognitive decline prediction (R² = 0.26 and 0.27). For amyloid positive individuals Aβ42/Aβ40, glial fibrillary acidic protein and p-tau181 were the top predictors of cognitive decline while Aβ42/Aβ40 was prominent for amyloid negative participants across all age groups. Socio-demographics explained a large portion of the variance in the amyloid negative individuals while the plasma biomarkers predominantly explained the variance in amyloid positive individuals (21% to 37% from the younger to the older age group). Plasma biomarkers performed similarly to MRI and cardiovascular measures when predicting cognitive outcomes and combining them with either measure resulted in better performance. Top predictors were heterogeneous between cross-sectional and longitudinal cognition models, across age groups, and amyloid status. Multimodal approaches will enhance the usefulness of plasma biomarkers through careful considerations of a study population’s socio-demographics, brain and cardiovascular health.
The ADNI4 Digital Study: A novel approach to recruitment, screening, and assessment of participants for AD clinical research
Miller, Melanie J. , Diaz, Adam , Conti, Catherine , Albala, Bruce, Flenniken, Derek , Fockler, Juliet , Kwang, Winnie, Sacrey, Diana Truran, Ashford, Miriam T. , Skirrow, Caroline , Weston, Jack , Fristed, Emil , Farias, Sarah Tomaszewski , Korecka, Magda, Wan, Yang , Aisen, Paul, Harvey, Danielle, Petersen, Ronald C. , Okonkwo, Ozioma C. , Weiner, Michael W., Nosheny, Rachel L. , Initiative, Alzheimer's Disease Neuroimaging, Harvey, Danielle , Harvey, Danielle J , Beckett, Laurel , Harvey, Danielle, Lee, Edward B. , Li, Yi‐Ju , Mindt, Mónica Rivera , Initiative, Alzheimer's Disease Neuroimaging

Alzheimer's & Dementia | September 2, 2024 | Volume: 20 | Issue: 10 | Pages: 7232-7247

10.1002/alz.14234 | PMID 39219153 Get It

AbstractINTRODUCTIONWe evaluated preliminary feasibility of a digital, culturally‐informed approach to recruit and screen participants for the Alzheimer's Disease Neuroimaging Initiative (ADNI4).METHODSParticipants were recruited using digital advertising and completed digital surveys (e.g., demographics, medical exclusion criteria, 12‐item Everyday Cognition Scale [ECog‐12]), Novoic Storyteller speech‐based cognitive test). Completion rates and assessment performance were compared between underrepresented populations (URPs: individuals from ethnoculturally minoritized or low education backgrounds) and non‐URPs.RESULTSOf 3099 participants who provided contact information, 654 enrolled in the cohort, and 595 completed at least one assessment. Two hundred forty‐seven participants were from URPs. Of those enrolled, 465 met ADNI4 inclusion criteria and 237 evidenced possible cognitive impairment from ECog‐12 or Storyteller performance. URPs had lower ECog and Storyteller completion rates. Scores varied by ethnocultural group and educational level.DISCUSSIONPreliminary results demonstrate digital recruitment and screening assessment of an older diverse cohort, including those with possible cognitive impairment, are feasible. Improving engagement and achieving educational diversity are key challenges.Highlights A total of 654 participants enrolled in a digital cohort to facilitate ADNI4 recruitment. Culturally‐informed digital ads aided enrollment of underrepresented populations. From those enrolled, 42% were from underrepresented ethnocultural and educational groups. Digital screening tools indicate > 50% of participants likely cognitively impaired. Completion rates and assessment performance vary by ethnocultural group and education.