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Liu, Peiying

https://orcid.org/0000-0003-0830-5960

Mayo Clinic

University of Maryland, Baltimore

Citations 6

MarkVCID2 Consortium for Clinical Validation of Biomarkers of Cerebral Small Vessel Disease: Validation Framework and Baseline Characteristics
Greenberg, Steven M. , Albert, Marylin S., An, Hongyu , Arfanakis, Konstantinos , Evia, Arnold M , Caprihan, Arvind , Ford, Andria L. , Fornage, Myriam , Day, Gregory S. , Hinman, Jason D. , Kashani, Amir H. , Kramer, Joel H. , Lachner, Christian , Maillard, Pauline , Petersen, Ronald C. , Ringman, John M. , Savitz, Sean I. , Windham, B. Gwen, Zhang, Rong , Tuozzo, Carissa , Singh, Herpreet , Moy, Sue, Okey‐Ewurum, Vilma , Kivisäkk, Pia , Blacker, Deborah , Mazina, Lidiya, Helmer, Karl G. , Wruck, Lisa , Corriveau, Roderick A. , Jicha, Gregory A , Kashani, Amir H , Lachner, Christian , Lee, Jin-Moo , Liu, Peiying , Lu, Hanzhang , Maillard, Pauline , Petersen, Ronald C , Psaty, Bruce M , Ringman, John M , Rosenberg, Gary A. , Satizabal, Claudia L , Seshadri, Sudha , Vemuri, Prashanthi , Wang, Danny J J , Wilcock, Donna M , Tuozzo, Carissa , Singh, Herpreet , Okey-Ewurum, Vilma , Page, Courtney B , Mulder, Hillary , Kivisäkk, Pia , Blacker, Deborah , Mazina, Lidiya , Helmer, Karl G , Wruck, Lisa M , Day, Gregory S , Jicha, Gregory A. , Lee, Jin‐Moo , Liu, Peiying , Lu, Hanzhang , Psaty, Bruce M. , Satizábal, Claudia L. , Schneider, Julie A. , Seshadri, Sudha , Vemuri, Prashanthi , Wang, Danny J.J. , Wilcock, Donna M. , Mulder, Hillary , Schwab, Kristin

Annals of Neurology | September 22, 2025 | Volume: 99 | Issue: 2 | Pages: 449-458

10.1002/ana.78040 Get It

Objective To establish a framework for validating candidate biomarkers of cerebral small vessel diseases (SVD) associated with cognitive impairment and characterize individuals enrolled by the MarkVCID2 consortium under this framework. Methods Participants age 60 to 90 years were enrolled across 17 MarkVCID2 sites. Recruitment was targeted to enrich in cognitive symptoms (mild dementia, mild cognitive impairment, subjective cognitive decline), defined risk factors (diabetes mellitus, advanced hypertension), and Black/African American, White, and Hispanic/Latino subgroups. Enrolled participants underwent baseline visits that included cognitive testing, multimodal magnetic resonance imaging (MRI), and biofluid collection. Provisional risk for SVD‐related cognitive decline was estimated primarily by baseline cognitive symptoms plus SVD risk factors. Adjudicated risk status was estimated by cognitive symptoms plus presence of moderate‐to‐severe white matter hyperintensities, microbleeds, or lacunes on baseline MRI. Results MarkVCID2 enrolled 1883 individuals age 73.4 ± 7.5 years, 65.0% female, 24.2% Hispanic, and 27.1% non‐Hispanic Black. Among enrollees, 44.8% were provisionally designated high‐risk. After baseline MRI, 48.5% were categorized as adjudicated high‐risk status, with substantial recategorization both from low‐ to high‐risk (primarily because of MRI lesions without SVD risk factors) and high‐ to low‐risk (primarily suspected cognitive impairment at screening not confirmed by baseline testing). Interpretation MarkVCID2 baseline data indicate successful enrollment of diverse individuals enriched in factors associated with SVD‐related cognitive decline. Changes over 3 years of longitudinal follow‐up will be analyzed to validate the candidate biomarkers for 2 projected contexts of use: subject selection (identifying likelihood of future SVD progression) and study outcome (efficiently measuring SVD progression). ANN NEUROL 2026;99:449–458
Cerebrovascular reactivity (CVR) MRI as a biomarker for cerebral small vessel disease (SVD) related cognitive decline: Multi‐site validation in the MarkVCID Consortium
Hazel, Kaisha , Pottanat, George , Xu, Cuimei, Lucke, Emma, Gold, Brian T. , Greenberg, Steven M. , Helmer, Karl G. , Kramer, Joel H. , Mulavelil, Rachel, Singh, Herpreet , Velarde, Angel G., Kalyani, Rita R. , Rosenberg, Paul B. , Albert, Marilyn , Liu, Peiying , Lin, Zixuan , Jiang, Dengrong , Pillai, Jay J. , Bauer, Christopher E. , Jann, Kay , Jicha, Gregory A. , Maillard, Pauline , Satizábal, Claudia L. , Schwab, Kristin , Seshadri, Sudha , Wang, Danny J.J. , Moghekar, Abhay , Yaşar, Sevil , Lu, Hanzhang

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

10.1002/alz.089224 Get It

AbstractBackgroundCerebral small vessel disease (SVD) related vascular contributions represent a major factor contributing to cognitive decline and dementia (VCID) in older adults. However, there has not been a validated biomarker for the diagnosis and treatment monitoring of this condition. Recently, the US National Institute on Neurological Disorders and Stroke (NINDS) funded the MarkVCID Consortium to identify and validate clinical‐trial‐ready biomarkers for VCID. Cerebrovascular reactivity (CVR) MRI is one of the selected biomarkers that underwent multi‐site testing in the Consortium. The present study aimed to report the relationship between CVR and cognitive function at independent sites, based on a pre‐specified hypothesis.MethodCVR, the ability of cerebral small vessels to dilate upon stimulus, is thought to directly reflect physiological function of the brain microvasculature. Based on previous single‐site findings, the pre‐defined hypothesis was that CVR will be associated with the global cognitive function measured by Montreal Cognitive Assessment (MoCA) after adjusting for age, sex, and education, and this association will be observed in data collected and analyzed at each individual site.A total of 264 older participants from three sites were included (Table 1). Each site performed an identical CVR MRI procedure using 5% CO2 inhalation, and a standardized clinical and cognitive evaluation. Multi‐linear regression analysis was conducted on a site‐by‐site basis to examine the pre‐defined hypothesis.ResultGray‐matter CVR showed a positive association with MoCA score after adjustment for age, sex, and education, in which participants with higher CVR had higher MoCA scores. This relationship was reproduced at each site (Figure 1, p<0.05 for each), confirming our pre‐specified hypothesis.In the secondary analysis of all data together, higher gray‐matter CVR was found to be significantly associated with better executive function measure of item response theory (IRT) score (β=2.87, p=0.003).ConclusionThe present study evaluated the relationship between CVR and cognition in a multi‐center setting. CVR was found to be positively associated with global cognitive function measured by the MoCA, which was shown to be reproducible across different sites with diverse cohorts. These findings support the utility of CVR as a biomarker in future clinical trials of SVD and VCID.
Imaging arterial and venous vessels using Iron Dextran enhanced multi‐echo 3D gradient echo MRI at 7T
Li, Yinghao , Li, Wei , Paez, Adrian , Cao, Di , Sun, Yang-bai , Gu, Chunming , Miao, Xinyuan , Li, Wenbo , Pillai, Jay J. , Earley, Christopher J. , Sun, Yuanqi , Sun, Yuanqi , Li, Xu , Hua, Jun , Pillai, Jay J , Zhang, Kaihua , Liu, Peiying , Lu, Hanzhang , Zijl, Peter C.M. van , Li, Xu

NMR in Biomedicine | August 26, 2024 | Volume: 37 | Issue: 12 | Pages: No page available

10.1002/nbm.5251 Get It

AbstractIron Dextran is a widely used iron oxide compound to treat iron‐deficiency anemia patients in the clinic. Similar to other iron oxide compounds such as Ferumoxytol, it can also be used off‐label as an intravascular magnetic resonance imaging (MRI) contrast agent due to its strong iron‐induced T2 and T2* shortening effects. In this study, we seek to evaluate the feasibility of using Iron Dextran enhanced multi‐echo susceptibility weighted imaging (SWI) MRI at 7T to image arterial and venous blood vessels in the human brain. Phantom experiments were performed to measure the r2* relaxivity for Iron Dextran in blood, based on which the SWI sequence was optimized. Pre‐ and post‐infusion MR images were acquired in human subjects from which maps of arteries and veins were extracted. The post‐contrast SWI images showed enhanced susceptibility difference between blood and the surrounding tissue in both arteries and veins. Our results showed that the proposed Iron Dextran enhanced multi‐echo SWI approach allowed the visualization of blood vessels with diameters down to ~100 μm, including small blood vessels supplying and draining small brain structures such as the hippocampus. We conclude that Iron Dextran can be an alternative iron‐based MRI contrast agent for blood vessel imaging in the human brain.
Cerebrovascular reactivity MRI as a biomarker for cerebral small vessel disease–related cognitive decline: Multi‐site validation in the MarkVCID Consortium
Liu, Peiying , Hazel, Kaisha , Pottanat, George , Xu, Cuimei, Pillai, Jay J. , Lucke, Emma, Bauer, Christopher E. , Gold, Brian T. , Greenberg, Steven M. , Helmer, Karl G. , Jann, Kay , Kramer, Joel H. , Maillard, Pauline , Mulavelil, Rachel, Rodriguez, Pavel, Seshadri, Sudha , Singh, Herpreet , Dediós, Angel Gabriel Velarde, Kalyani, Rita R. , Rosenberg, Paul B. , Yaşar, Sevil , Albert, Marilyn , Lu, Hanzhang , Lu, Hanzhang , Seshadri, Sudha , Pillai, Jay J , Liu, Peiying , Maillard, Pauline , Lin, Zixuan , Jiang, Dengrong , Jicha, Gregory A. , Satizábal, Claudia L. , Schwab, Kristin , Wang, Danny J.J. , Moghekar, Abhay

Alzheimer's & Dementia | July 1, 2024 | Volume: 20 | Issue: 8 | Pages: 5281-5289

10.1002/alz.13888 Get It

Abstract INTRODUCTION Vascular contributions to cognitive impairment and dementia (VCID) represent a major factor in cognitive decline in older adults. The present study examined the relationship between cerebrovascular reactivity (CVR) measured by magnetic resonance imaging (MRI) and cognitive function in a multi‐site study, using a predefined hypothesis. METHODS We conducted the study in a total of three analysis sites and 263 subjects. Each site performed an identical CVR MRI procedure using 5% carbon dioxide inhalation. A global cognitive measure of Montreal Cognitive Assessment (MoCA) and an executive function measure of item response theory (IRT) score were used as outcomes. RESULTS CVR and MoCA were positively associated, and this relationship was reproduced at all analysis sites. CVR was found to be positively associated with executive function. DISCUSSION The predefined hypothesis on the association between CVR and a global cognitive score was validated in three independent analysis sites, providing support for CVR as a biomarker in VCID. Highlights This study measured a novel functional index of small arteries referred to as cerebrovascular reactivity (CVR). CVR was positively associated with global cognition in older adults. This finding was observed in three independent cohorts at three sites. Our statistical analysis plan was predefined before beginning data collection.
CO 2 cerebrovascular reactivity measured with CBF-MRI in older individuals: Association with cognition, physical function, amyloid and tau proteins
Li, Yang , Yaşar, Sevil , Rosenberg, Paul B. , Jiang, Dengrong , Kalyani, Rita R. , Hazel, Kaisha , Pottanat, George , Xu, Cuimei, Pillai, Jay J. , Albert, Marilyn, Jiang, Dengrong , Lu, Hanzhang , Pillai, Jay J , Sur, Sandeepa , Lin, Zixuan , Moghekar, Abhay , Hou, Xirui , Liu, Peiying , Lu, Hanzhang

Journal of Cerebral Blood Flow & Metabolism | March 15, 2024 | Volume: 44 | Issue: 9 | Pages: 1618-1628

10.1177/0271678x241240582 Get It

Vascular pathology is the second leading cause of cognitive impairment and represents a major contributing factor in mixed dementia. However, biomarkers for vascular cognitive impairment and dementia (VCID) are under-developed. Here we aimed to investigate the potential role of CO2 Cerebrovascular Reactivity (CVR) measured with phase-contrast quantitative flow MRI in cognitive impairment and dementia. Forty-five (69 ± 7 years) impaired (37 mild-cognitive-impairment and 8 mild-dementia by syndromic diagnosis) and 22 cognitively-healthy-control (HC) participants were recruited and scanned on a 3 T MRI. Biomarkers of AD pathology were measured in cerebrospinal fluid. We found that CBF-CVR was lower (p = 0.027) in the impaired (mean±SE, 3.70 ± 0.15%/mmHg) relative to HC (4.28 ± 0.21%/mmHg). After adjusting for AD pathological markers (Aβ42/40, total tau, and Aβ42/p-tau181), higher CBF-CVR was associated with better cognitive performance, including Montreal Cognitive Assessment, MoCA (p = 0.001), composite cognitive score (p = 0.047), and language (p = 0.004). Higher CBF-CVR was also associated with better physical function, including gait-speed (p = 0.006) and time for five chair-stands (p = 0.049). CBF-CVR was additionally related to the Clinical-Dementia-Rating, CDR, including global CDR (p = 0.026) and CDR Sum-of-Boxes (p = 0.015). CBF-CVR was inversely associated with hemoglobin A1C level (p = 0.017). In summary, CBF-CVR measured with phase-contrast MRI shows associations with cognitive performance, physical function, and disease-severity, independent of AD pathological markers.
Relationships between cerebrovascular reactivity, visual-evoked functional activity, and resting-state functional connectivity in the visual cortex and basal forebrain in glaucoma
Chan, Russell W. , Trivedi, Vivek, Murphy, Matthew C. , Wollstein, Gadi , Schuman, Joel S. , Schuman, Joel S , Bang, Ji Won , Liu, Peiying , Chan, Kevin C.

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) | December 9, 2021 | Volume: No volume available | Issue: No issue available | Pages: 4037-4040

10.1109/embc46164.2021.9630904 Get It