1
|
Zhou X, Li T, Chen Y, Zhang Y, Kong Q, Wang Z, Huang H, Qu W, Yu Z, Luo X. Retinal vasculature changes as indicators of imaging signs of cerebral small vessel disease: A community-based, cross-sectional study of older adults. J Clin Neurosci 2025; 133:111057. [PMID: 39848122 DOI: 10.1016/j.jocn.2025.111057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2024] [Revised: 12/27/2024] [Accepted: 01/16/2025] [Indexed: 01/25/2025]
Abstract
OBJECTIVES This study investigated the correlation between retinal vasculature and cerebral small vessel disease (CSVD) imaging markers, providing new evidence for the retina-brain association. METHODS Two hundred and thirty-nine participants aged 55-85 were enrolled in the study. CSVD indicators, encompassing white matter hyperintensities (WMHs), lacunes (LAs), cerebral microbleeds (CMBs), and enlarged perivascular spaces (EPVSs), were assessed. The vascular density (VD) of the superficial vascular plexus (SVP) and deep vascular plexus (DCP) was evaluated using optical coherence tomography angiography (OCTA). Furthermore, the software automatically calculated SVP's small vessel density (sVD). Finally, the area, perimeter, circularity index (CI), and VD-300 μm of the foveal avascular zone (FAZ) were assessed utilizing OCTA. The mean values of binocular OCTA parameters were used for data analysis. The association between OCTA parameters and CSVD imaging markers was evaluated using binary logistic regression analysis. RESULTS The median age was 68 (64-71) years with 40.2 % of the participants being male. In the binary logistic regression analysis, WMHs exhibited a negative association with the SVP-VD, DCP-VD, and FAZ VD-300 μm (P < 0.05); LAs displayed a negative correlation with the SVP-sVD and SVP-VD (P < 0.05); and EPVSs indicated a negative correlation with both the area and perimeter of the FAZ (P < 0.05); however, CMBs did not demonstrate any significant correlation with OCTA indicators (P > 0.05). CONCLUSIONS The study demonstrated that different CSVD indicators are associated with distinct OCTA markers. OCTA may be a valuable tool for monitoring CSVD-related indicators.
Collapse
Affiliation(s)
- Xirui Zhou
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Tao Li
- Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yucun Chen
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yi Zhang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Qianqian Kong
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Ziyue Wang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Hao Huang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Wensheng Qu
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Hubei Key Laboratory of Neural Injury and Functional Reconstruction, Huazhong University of Science and Technology, China
| | - Zhiyuan Yu
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xiang Luo
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Hubei Key Laboratory of Neural Injury and Functional Reconstruction, Huazhong University of Science and Technology, China.
| |
Collapse
|
2
|
Ramos AR, Agudelo C, Gonzalez KA, Tarraf W, Daviglus M, Gallo LC, Isasi CI, Kaur S, Lipton RB, Patel SR, Redline S, Sostres-Alvarez D, Stickel AM, Testai FD, Talavera GA, Gonzalez HM, Decarli CS. Sleep Disordered Breathing and Subsequent Neuroimaging Markers of Brain Health in Hispanic/Latino Adults. Neurology 2025; 104:e210183. [PMID: 39693596 PMCID: PMC11659969 DOI: 10.1212/wnl.0000000000210183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 10/22/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Sleep disordered breathing (SDB) is a risk factor of stroke and Alzheimer disease and related dementias (ADRDs). Hispanic/Latino adults have higher risk of SDB and ADRDs, which emphasizes the need to better understand the association between SDB and brain health. Furthermore, results on SDB and brain aging are mixed, and there are limited data for Hispanic/Latino adults. The main goal of this study is to assess the association between SDB and brain MRI measures in a diverse Hispanic/Latino population. METHODS The Hispanic Community Health Study/Study of Latinos (HCHS/SOL) is a community-based prospective cohort multisite (Bronx, Chicago, Miami, San Diego) study of diverse Hispanic/Latino adults in the United States. Participants underwent 1 night of unsupervised home testing with a sleep apnea test device at baseline. The SOL-Investigation of Neurocognitive Aging MRI, an ancillary study, recruited 2,667 HCHS/SOL participants (35-85 years) who underwent neuroimaging approximately 10 years after baseline sleep assessment. The main exposure was the respiratory event index (REI, 3% desaturation). Secondary exposures encompassed measures of oxygen saturation. Main outcomes included total brain, gray matter, white matter hyperintensity (WMH), and hippocampal volumes. Survey linear regression models were used to determine associations between SDB and brain MRI measures. RESULTS The mean age was 67.6 years, with a body mass index of 29.7, and 58.3% were female. We found that increased REI was associated with larger hippocampal volumes (bhippocampus = 0.006 [0.001-0.012]). These results were consistent with oxygen levels (minimum SpO2%) during sleep (bhippocampus = -0.013 [-0.021 to -0.004]). Lower oxygen levels (mean SpO2) during sleep were associated with enlarged WMH volumes (bWMH = -0.095 [-0.164 to -0.025]). DISCUSSION We found that SDB and worse oxygenation during sleep were linked to larger hippocampal volumes. These results underscore the complex relationships between sleep health and brain aging and warrant longitudinal follow-up, starting in middle age or earlier.
Collapse
Affiliation(s)
- Alberto R Ramos
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Christian Agudelo
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Kevin A Gonzalez
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Wassim Tarraf
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Martha Daviglus
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Linda C Gallo
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Carmen I Isasi
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Sonya Kaur
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Richard B Lipton
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Sanjay R Patel
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Susan Redline
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Daniela Sostres-Alvarez
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Ariana M Stickel
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Fernando D Testai
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Gregory A Talavera
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Hector M Gonzalez
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Charles S Decarli
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| |
Collapse
|
3
|
Theodorou A, Athanasaki A, Melanis K, Pachi I, Sterpi A, Koropouli E, Bakola E, Chondrogianni M, Stefanou MI, Vasilopoulos E, Kouzoupis A, Paraskevas GP, Tsivgoulis G, Tzavellas E. Cognitive Impairment in Cerebral Amyloid Angiopathy: A Single-Center Prospective Cohort Study. J Clin Med 2024; 13:7427. [PMID: 39685885 DOI: 10.3390/jcm13237427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 11/26/2024] [Accepted: 12/03/2024] [Indexed: 12/18/2024] Open
Abstract
Background/Objectives: Cognitive impairment represents a core and prodromal clinical feature of cerebral amyloid angiopathy (CAA). We sought to assess specific cognitive domains which are mainly affected among patients with CAA and to investigate probable associations with neuroimaging markers and Cerebrospinal Fluid (CSF) biomarkers. Methods: Thirty-five patients fulfilling the Boston Criteria v1.5 or v2.0 for the diagnosis of probable/possible CAA were enrolled in this prospective cohort study. Brain Magnetic Resonance Imaging and CSF biomarker data were collected. Every eligible participant underwent a comprehensive neurocognitive assessment. Spearman's rank correlation tests were used to identify possible relationships between the Addenbrooke's Cognitive Examination-Revised (ACE-R) sub-scores and other neurocognitive test scores and the CSF biomarker and neuroimaging parameters among CAA patients. Moreover, linear regression analyses were used to investigate the effects of CSF biomarkers on the ACE-R total score and Mini-Mental State Examination (MMSE) score, based on the outcomes of univariate analyses. Results: Cognitive impairment was detected in 80% of patients, and 60% had a coexistent Alzheimer's disease (AD) pathology based on CSF biomarker profiles. Notable correlations were identified between increased levels of total tau (t-tau) and phosphorylated tau (p-tau) and diminished performance in terms of overall cognitive function, especially memory. In contrast, neuroimaging indicators, including lobar cerebral microbleeds and superficial siderosis, had no significant associations with cognitive scores. Among the CAA patients, those without AD had superior neurocognitive test performance, with significant differences observed in their ACE-R total scores and memory sub-scores. Conclusions: The significance of tauopathy in cognitive impairment associated with CAA may be greater than previously imagined, underscoring the necessity for additional exploration of the non-hemorrhagic facets of the disease and new neuroimaging markers.
Collapse
Affiliation(s)
- Aikaterini Theodorou
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Athanasia Athanasaki
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Konstantinos Melanis
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Ioanna Pachi
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Angeliki Sterpi
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Eleftheria Koropouli
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Eleni Bakola
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Maria Chondrogianni
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Maria-Ioanna Stefanou
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece
- Department of Neurology & Stroke, Eberhard-Karls University of Tübingen, 72076 Tübingen, Germany
- Hertie Institute for Clinical Brain Research, Eberhard-Karls University of Tübingen, 72076 Tübingen, Germany
| | - Efthimios Vasilopoulos
- First Department of Psychiatry, "Aiginition" Hospital, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Anastasios Kouzoupis
- First Department of Psychiatry, "Aiginition" Hospital, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Georgios P Paraskevas
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Georgios Tsivgoulis
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece
- Department of Neurology, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Elias Tzavellas
- First Department of Psychiatry, "Aiginition" Hospital, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| |
Collapse
|
4
|
Li W, Su C, Wang Z, Xu X, Zheng D. Cingulate sulcus sign: a descriptive analysis in a cerebral small vessel disease population. Front Aging Neurosci 2024; 16:1438796. [PMID: 39165838 PMCID: PMC11333361 DOI: 10.3389/fnagi.2024.1438796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Accepted: 07/22/2024] [Indexed: 08/22/2024] Open
Abstract
Objective The cingulate sulcus sign (CSS) has been observed in patients with idiopathic normal pressure hydrocephalus (iNPH), suggesting potential disruptions in cerebrospinal fluid circulation and compromised glymphatic system. Although there are similarities in the underlying mechanisms between cerebral small vessel disease (CSVD) and iNPH, the relationship between CSS and CSVD remains unclear. This study aimed to investigate the prevalence and potential mechanisms of CSS in patients with CSVD. Methods Data from patients diagnosed with CSVD at Shengjing Hospital of China Medical University between January 2020 and October 2022 were retrospectively collected, including general information, global cognitive function [assessed by measuring Mini-Mental State Examination (MMSE)], and four CSVD magnetic resonance imaging (MRI) markers [(white matter hyperintensity (WMH), cerebral microbleeds (CMBs), lacunes, and enlarged perivascular spaces (EPVS)], CSS and the Evan's index (EI). Results A total of 308 patients were included, and CSS was detected in 80 patients (26%). Univariate analysis revealed that MMSE scores in the CSS group were significantly lower compared to the non-CSS group (p < 0.001). Multivariable analysis showed an independent correlation between CSS and the presence of lacunes (odds ratio [OR] 0.358, 95% confidence interval [CI] 0.193-0.663, p = 0.001), presence of lobar dominant CMBs (OR 2.683, 95%CI 1.385-5.195, p = 0.003), periventricular WMH Fazekas score (OR 1.693, 95% CI 1.133-2.529, p = 0.01), and EI (OR 1.276, 95% CI 1.146-1.420, p < 0.001). Conclusion This preliminary study showed that CSS can be observed in some patients with CSVD. The presence of CSS may represent different mechanisms of CSVD pathogenesis and reflect differences in the degree of cerebrospinal fluid (CSF)/interstitial fluid (ISF) stasis.
Collapse
Affiliation(s)
| | | | | | | | - Dongming Zheng
- Department of Neurology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| |
Collapse
|
5
|
Hayden MR. Cerebral Microbleeds Associate with Brain Endothelial Cell Activation-Dysfunction and Blood-Brain Barrier Dysfunction/Disruption with Increased Risk of Hemorrhagic and Ischemic Stroke. Biomedicines 2024; 12:1463. [PMID: 39062035 PMCID: PMC11274519 DOI: 10.3390/biomedicines12071463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 06/25/2024] [Accepted: 06/27/2024] [Indexed: 07/28/2024] Open
Abstract
Globally, cerebral microbleeds (CMBs) are increasingly being viewed not only as a marker for cerebral small vessel disease (SVD) but also as having an increased risk for the development of stroke (hemorrhagic/ischemic) and aging-related dementia. Recently, brain endothelial cell activation and dysfunction and blood-brain barrier dysfunction and/or disruption have been shown to be associated with SVD, enlarged perivascular spaces, and the development and evolution of CMBs. CMBs are a known disorder of cerebral microvessels that are visualized as 3-5 mm, smooth, round, or oval, and hypointense (black) lesions seen only on T2*-weighted gradient recall echo or susceptibility-weighted sequences MRI images. CMBs are known to occur with high prevalence in community-dwelling older individuals. Since our current global population is the oldest recorded in history and is only expected to continue to grow, we can expect the healthcare burdens associated with CMBs to also grow. Increased numbers (≥10) of CMBs should raise a red flag regarding the increased risk of large symptomatic neurologic intracerebral hemorrhages. Importantly, CMBs are also currently regarded as markers of diffuse vascular and neurodegenerative brain damage. Herein author highlights that it is essential to learn as much as we can about CMB development, evolution, and their relation to impaired cognition, dementia, and the exacerbation of neurodegeneration.
Collapse
Affiliation(s)
- Melvin R Hayden
- Department of Internal Medicine, Endocrinology Diabetes and Metabolism, Diabetes and Cardiovascular Disease Center, University of Missouri School of Medicine, One Hospital Drive, Columbia, MO 65211, USA
| |
Collapse
|
6
|
Thorwald M, Godoy-Lugo JA, Garcia G, Silva J, Kim M, Christensen A, Mack WJ, Head E, O'Day PA, Benayoun BA, Morgan TE, Pike CJ, Higuchi-Sanabria R, Forman HJ, Finch CE. Iron associated lipid peroxidation in Alzheimers disease is increased in lipid rafts with decreased ferroptosis suppressors, tested by chelation in mice. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.03.28.534324. [PMID: 37034750 PMCID: PMC10081222 DOI: 10.1101/2023.03.28.534324] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Iron-mediated cell death (ferroptosis) is a proposed mechanism of Alzheimers disease (AD) pathology. While iron is essential for basic biological functions, its reactivity generates oxidants which contribute to cell damage and death. To further resolve mechanisms of iron-mediated toxicity in AD, we analyzed postmortem human brain and ApoEFAD mice. AD brains had decreased antioxidant enzymes, including those mediated by glutathione (GSH). Subcellular analyses of AD brains showed greater oxidative damage and lower antioxidant enzymes in lipid rafts, the site of amyloid processing, than in the non-raft membrane fraction. ApoE4 carriers had lower lipid raft yield with greater membrane oxidation. The hypothesized role of iron to AD pathology was tested in ApoEFAD mice by iron chelation with deferoxamine, which decreased fibrillar amyloid and lipid peroxidation, together with increased GSH-mediated antioxidants. These novel molecular pathways in iron mediated damage during AD.
Collapse
|
7
|
Gutierrez J, Bos D, Turan TN, Hoh B, Hilal S, Arenillas JF, Schneider JA, Chimowitz I M, Morgello S. Pathology-based brain arterial disease phenotypes and their radiographic correlates. J Stroke Cerebrovasc Dis 2024; 33:107642. [PMID: 38395095 DOI: 10.1016/j.jstrokecerebrovasdis.2024.107642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 02/12/2024] [Accepted: 02/18/2024] [Indexed: 02/25/2024] Open
Abstract
INTRODUCTION Brain arterial diseases, including atherosclerosis, vasculitis, and dissections, are major contributors to cerebrovascular morbidity and mortality worldwide. These diseases not only increase the risk of stroke but also play a significant role in neurodegeneration and dementia. Clear and unambiguous terminology and classification of brain arterial disease phenotypes is crucial for research and clinical practice. MATERIAL AND METHODS This review aims to summarize and harmonize the terminology used for brain large and small arterial phenotypes based on pathology studies and relate them to imaging phenotypes used in medical research and clinical practice. CONCLUSIONS AND RESULTS Arteriosclerosis refers to hardening of the arteries but does not specify the underlying etiology. Specific terms such as atherosclerosis, calcification, or non-atherosclerotic fibroplasia are preferred. Atherosclerosis is defined pathologically by an atheroma. Other brain arterial pathologies occur and should be distinguished from atherosclerosis given therapeutic implications. On brain imaging, intracranial arterial luminal stenosis is usually attributed to atherosclerosis in the presence of atherosclerotic risk factors but advanced high-resolution arterial wall imaging has the potential to more accurately identify the underlying pathology. Regarding small vessel disease, arteriosclerosis is ambiguous and arteriolosclerosis is often used to denote the involvement of arterioles rather than arteries. Lipohyalinosis is sometimes used synonymously with arteriolosclerosis, but less accurately describes this common small vessel thickening which uncommonly shows lipid. Specific measures of small vessel wall thickness, the relationship to the lumen as well as changes in the layer composition might convey objective, measurable data regarding the status of brain small vessels.
Collapse
Affiliation(s)
- Jose Gutierrez
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, 710 W 168th Street, 6th floor, Suite 639, New York, NY 10032, United States.
| | - Daniel Bos
- Department of Epidemiology, ErasmusMC, Dr. Molewaterplein 40, 3015 GD Rotterdam, Room NA-2710,Postbus 2040, Rotterdam 3000, the Netherlands; Department of Radiology & Nuclear Medicine and Epidemiology, ErasmusMC, Rotterdam, the Netherlands.
| | - Tanya N Turan
- Department of Neurology, Medical University of South Carolina, Charleston, SC, United States
| | - Brian Hoh
- Department of Neurosurgery, University of Florida, Gainsville, FL, United States
| | - Saima Hilal
- Memory Aging and Cognition Center, National University Health System, Singapore; Department of Pharmacology, National University of Singapore, Singapore; Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
| | - Juan F Arenillas
- Department of Neurology, Hospital Clínico Universitario, Valladolid; Department of Medicine, University of Valladolid, Spain
| | - Julie A Schneider
- Departments of Pathology and Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Marc Chimowitz I
- Department of Neurology, Medical University of South Carolina, Charleston, SC, United States
| | - Susan Morgello
- Departments of Neurology, Neuroscience, and Pathology, Mount Sinai Medical Center, New York, NY, United States
| |
Collapse
|
8
|
Fu J, Lai X, Wei Q, Chen X, Shang H. Associations of cerebrospinal fluid profiles with severity and mortality risk of amyotrophic lateral sclerosis. Front Neurosci 2024; 18:1375892. [PMID: 38812975 PMCID: PMC11133581 DOI: 10.3389/fnins.2024.1375892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 04/30/2024] [Indexed: 05/31/2024] Open
Abstract
Background The relationship between routine cerebrospinal fluid (CSF) testing and the disease phenotype of amyotrophic lateral sclerosis (ALS) is unclear, and there are some contradictions in current studies. Methods This study aimed to analyze the relationship between CSF profiles and disease phenotype in ALS patients. We collected 870 ALS patients and 96 control subjects admitted to West China Hospital of Sichuan University. CSF microprotein, albumin, IgG, index of IgG (IgGindex), albumin quotient (QALB), and serum IgG were examined. Results In ALS patients, CSF IgG, and QALB were significantly increased, while CSF IgGindex was decreased, compared with control subjects. Approximately one-third of ALS patients had higher CSF IgG levels. The multiple linear regression analysis identified that CSF IgGindex was weakly negatively associated with ALS functional rating scale revised (ALSFRS-R) scores (β = -0.062, p = 0.041). This significance was found in male ALS but not in female ALS. The Cox survival analyses found that upregulated CSF IgG was significantly associated with the increased mortality risk in ALS [HR = 1.219 (1.010-1.470), p = 0.039]. Conclusion In the current study, the higher CFS IgG was associated with increased mortality risk of ALS. CSF IgGindex may be associated with the severity of ALS. These findings may be sex-specific.
Collapse
Affiliation(s)
- Jiajia Fu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
- Rare Disease Center, West China Hospital, Sichuan University, Chengdu, China
- Laboratory of Neurodegenerative Disorders, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaohui Lai
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Qianqian Wei
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
- Rare Disease Center, West China Hospital, Sichuan University, Chengdu, China
- Laboratory of Neurodegenerative Disorders, West China Hospital, Sichuan University, Chengdu, China
| | - Xueping Chen
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
- Rare Disease Center, West China Hospital, Sichuan University, Chengdu, China
- Laboratory of Neurodegenerative Disorders, West China Hospital, Sichuan University, Chengdu, China
| | - Huifang Shang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
- Rare Disease Center, West China Hospital, Sichuan University, Chengdu, China
- Laboratory of Neurodegenerative Disorders, West China Hospital, Sichuan University, Chengdu, China
| |
Collapse
|
9
|
Roh DJ, Murguia-Fuentes R, Gurel K, Khasiyev F, Rahman S, Bueno PP, Kozii K, Spagnolo-Allende AJ, Cottarelli A, Simonetto M, Ji R, Guo J, Spektor V, Hod EA, Burke DJ, Konofagou E, Rundek T, Wright CB, Marshall RS, Elkind MSV, Gutierrez J. Relationships of Hematocrit With Chronic Covert and Acute Symptomatic Lacunar Ischemic Lesions. Neurology 2024; 102:e207961. [PMID: 38165319 PMCID: PMC10870744 DOI: 10.1212/wnl.0000000000207961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 09/11/2023] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Red blood cell (RBC) concentrations are known to associate with ischemic stroke. It is unclear whether RBC concentrations associate specifically with small vessel disease lacunar infarcts. We investigated the hypothesis that RBC concentrations associate with both chronic covert and acute symptomatic brain MRI lacunar infarcts. METHODS A cross-sectional observational analysis was performed across 2 cohorts with available hematocrit (as the assessment of RBC concentration exposure) and MRI outcome data. The primary setting was a population-based cohort of stroke-free, older adult (>50 years) participants from the Northern Manhattan Study (NOMAS) enrolled between 2003 and 2009. A second replication sample consisted of patients admitted with acute stroke and enrolled into the Columbia Stroke Registry (CSR) between 2005 and 2020. Associations of hematocrit with (1) chronic, covert lacunar infarcts and (2) symptomatic (i.e., acute) lacunar strokes were separately assessed from the NOMAS and CSR cohorts, respectively, using general additive models after adjusting for relevant covariates. RESULTS Of 1,218 NOMAS participants analyzed, 6% had chronic, covert lacunar infarcts. The association between hematocrit and these covert lacunar infarcts was U-shaped (χ2 = 9.21 for nonlinear associations; p = 0.03), with people with hematocrit extremes being more likely to have covert lacunar infarcts. Of the 1,489 CSR patients analyzed, 23% had acute lacunar strokes. In this sample, only the relationships of increased hematocrit concentrations and lacunar strokes were replicated (adjusted coefficient β = 0.020; SE = 0.009; p = 0.03). DISCUSSION We identified relationships of hematocrit with MRI lacunar infarcts in both stroke-free and ischemic stroke cohorts, respectively. The relationship between increased hematocrit concentrations with lacunar infarcts was replicated in both cohorts. Further studies are required to clarify the mechanisms behind the relationships of hematocrit with ischemic cerebral small vessel disease.
Collapse
Affiliation(s)
- David J Roh
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Ricardo Murguia-Fuentes
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Kursat Gurel
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Farid Khasiyev
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Salwa Rahman
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Pedro Paiva Bueno
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Khrystyna Kozii
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Antonio J Spagnolo-Allende
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Azzurra Cottarelli
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Marialaura Simonetto
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Robin Ji
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Jia Guo
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Vadim Spektor
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Eldad A Hod
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Devin J Burke
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Elisa Konofagou
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Tatjana Rundek
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Clinton B Wright
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Randolph S Marshall
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Mitchell S V Elkind
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Jose Gutierrez
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| |
Collapse
|
10
|
Bao H, Cao J, Chen M, Chen M, Chen W, Chen X, Chen Y, Chen Y, Chen Y, Chen Z, Chhetri JK, Ding Y, Feng J, Guo J, Guo M, He C, Jia Y, Jiang H, Jing Y, Li D, Li J, Li J, Liang Q, Liang R, Liu F, Liu X, Liu Z, Luo OJ, Lv J, Ma J, Mao K, Nie J, Qiao X, Sun X, Tang X, Wang J, Wang Q, Wang S, Wang X, Wang Y, Wang Y, Wu R, Xia K, Xiao FH, Xu L, Xu Y, Yan H, Yang L, Yang R, Yang Y, Ying Y, Zhang L, Zhang W, Zhang W, Zhang X, Zhang Z, Zhou M, Zhou R, Zhu Q, Zhu Z, Cao F, Cao Z, Chan P, Chen C, Chen G, Chen HZ, Chen J, Ci W, Ding BS, Ding Q, Gao F, Han JDJ, Huang K, Ju Z, Kong QP, Li J, Li J, Li X, Liu B, Liu F, Liu L, Liu Q, Liu Q, Liu X, Liu Y, Luo X, Ma S, Ma X, Mao Z, Nie J, Peng Y, Qu J, Ren J, Ren R, Song M, Songyang Z, Sun YE, Sun Y, Tian M, Wang S, et alBao H, Cao J, Chen M, Chen M, Chen W, Chen X, Chen Y, Chen Y, Chen Y, Chen Z, Chhetri JK, Ding Y, Feng J, Guo J, Guo M, He C, Jia Y, Jiang H, Jing Y, Li D, Li J, Li J, Liang Q, Liang R, Liu F, Liu X, Liu Z, Luo OJ, Lv J, Ma J, Mao K, Nie J, Qiao X, Sun X, Tang X, Wang J, Wang Q, Wang S, Wang X, Wang Y, Wang Y, Wu R, Xia K, Xiao FH, Xu L, Xu Y, Yan H, Yang L, Yang R, Yang Y, Ying Y, Zhang L, Zhang W, Zhang W, Zhang X, Zhang Z, Zhou M, Zhou R, Zhu Q, Zhu Z, Cao F, Cao Z, Chan P, Chen C, Chen G, Chen HZ, Chen J, Ci W, Ding BS, Ding Q, Gao F, Han JDJ, Huang K, Ju Z, Kong QP, Li J, Li J, Li X, Liu B, Liu F, Liu L, Liu Q, Liu Q, Liu X, Liu Y, Luo X, Ma S, Ma X, Mao Z, Nie J, Peng Y, Qu J, Ren J, Ren R, Song M, Songyang Z, Sun YE, Sun Y, Tian M, Wang S, Wang S, Wang X, Wang X, Wang YJ, Wang Y, Wong CCL, Xiang AP, Xiao Y, Xie Z, Xu D, Ye J, Yue R, Zhang C, Zhang H, Zhang L, Zhang W, Zhang Y, Zhang YW, Zhang Z, Zhao T, Zhao Y, Zhu D, Zou W, Pei G, Liu GH. Biomarkers of aging. SCIENCE CHINA. LIFE SCIENCES 2023; 66:893-1066. [PMID: 37076725 PMCID: PMC10115486 DOI: 10.1007/s11427-023-2305-0] [Show More Authors] [Citation(s) in RCA: 154] [Impact Index Per Article: 77.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 02/27/2023] [Indexed: 04/21/2023]
Abstract
Aging biomarkers are a combination of biological parameters to (i) assess age-related changes, (ii) track the physiological aging process, and (iii) predict the transition into a pathological status. Although a broad spectrum of aging biomarkers has been developed, their potential uses and limitations remain poorly characterized. An immediate goal of biomarkers is to help us answer the following three fundamental questions in aging research: How old are we? Why do we get old? And how can we age slower? This review aims to address this need. Here, we summarize our current knowledge of biomarkers developed for cellular, organ, and organismal levels of aging, comprising six pillars: physiological characteristics, medical imaging, histological features, cellular alterations, molecular changes, and secretory factors. To fulfill all these requisites, we propose that aging biomarkers should qualify for being specific, systemic, and clinically relevant.
Collapse
Affiliation(s)
- Hainan Bao
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China
| | - Jiani Cao
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Mengting Chen
- Department of Dermatology, Xiangya Hospital, Central South University, Changsha, 410008, China
- Hunan Key Laboratory of Aging Biology, Xiangya Hospital, Central South University, Changsha, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Min Chen
- Clinic Center of Human Gene Research, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Clinical Research Center of Metabolic and Cardiovascular Disease, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Key Laboratory of Metabolic Abnormalities and Vascular Aging, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Wei Chen
- Stem Cell Translational Research Center, Tongji Hospital, Tongji University School of Medicine, Shanghai, 200065, China
| | - Xiao Chen
- Department of Nuclear Medicine, Daping Hospital, Third Military Medical University, Chongqing, 400042, China
| | - Yanhao Chen
- CAS Key Laboratory of Nutrition, Metabolism and Food Safety, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Yu Chen
- Shanghai Key Laboratory of Maternal Fetal Medicine, Clinical and Translational Research Center of Shanghai First Maternity and Infant Hospital, Frontier Science Center for Stem Cell Research, Shanghai Key Laboratory of Signaling and Disease Research, School of Life Sciences and Technology, Tongji University, Shanghai, 200092, China
| | - Yutian Chen
- The Department of Endovascular Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Zhiyang Chen
- Key Laboratory of Regenerative Medicine of Ministry of Education, Institute of Ageing and Regenerative Medicine, Jinan University, Guangzhou, 510632, China
| | - Jagadish K Chhetri
- National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China
| | - Yingjie Ding
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Junlin Feng
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Jun Guo
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, 100730, China
| | - Mengmeng Guo
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, 100084, China
| | - Chuting He
- University of Chinese Academy of Sciences, Beijing, 100049, China
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China
| | - Yujuan Jia
- Department of Neurology, First Affiliated Hospital, Shanxi Medical University, Taiyuan, 030001, China
| | - Haiping Jiang
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China
| | - Ying Jing
- Beijing Municipal Geriatric Medical Research Center, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China
- Aging Translational Medicine Center, International Center for Aging and Cancer, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China
- Advanced Innovation Center for Human Brain Protection, and National Clinical Research Center for Geriatric Disorders, Xuanwu Hospital Capital Medical University, Beijing, 100053, China
| | - Dingfeng Li
- Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230036, China
| | - Jiaming Li
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jingyi Li
- University of Chinese Academy of Sciences, Beijing, 100049, China
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China
| | - Qinhao Liang
- College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, 430072, China
| | - Rui Liang
- Research Institute of Transplant Medicine, Organ Transplant Center, NHC Key Laboratory for Critical Care Medicine, Tianjin First Central Hospital, Nankai University, Tianjin, 300384, China
| | - Feng Liu
- MOE Key Laboratory of Gene Function and Regulation, Guangzhou Key Laboratory of Healthy Aging Research, School of Life Sciences, Institute of Healthy Aging Research, Sun Yat-sen University, Guangzhou, 510275, China
| | - Xiaoqian Liu
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China
| | - Zuojun Liu
- School of Life Sciences, Hainan University, Haikou, 570228, China
| | - Oscar Junhong Luo
- Department of Systems Biomedical Sciences, School of Medicine, Jinan University, Guangzhou, 510632, China
| | - Jianwei Lv
- School of Life Sciences, Xiamen University, Xiamen, 361102, China
| | - Jingyi Ma
- The State Key Laboratory of Organ Failure Research, National Clinical Research Center of Kidney Disease, Division of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Kehang Mao
- Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Center for Quantitative Biology (CQB), Peking University, Beijing, 100871, China
| | - Jiawei Nie
- Shanghai Institute of Hematology, State Key Laboratory for Medical Genomics, National Research Center for Translational Medicine (Shanghai), International Center for Aging and Cancer, Collaborative Innovation Center of Hematology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Xinhua Qiao
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China
| | - Xinpei Sun
- Peking University International Cancer Institute, Health Science Center, Peking University, Beijing, 100101, China
| | - Xiaoqiang Tang
- Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE, State Key Laboratory of Biotherapy, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
| | - Jianfang Wang
- Institute for Regenerative Medicine, Shanghai East Hospital, Frontier Science Center for Stem Cell Research, Shanghai Key Laboratory of Signaling and Disease Research, School of Life Sciences and Technology, Tongji University, Shanghai, 200092, China
| | - Qiaoran Wang
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Siyuan Wang
- Clinical Research Institute, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, 100730, China
| | - Xuan Wang
- Hepatobiliary and Pancreatic Center, Medical Research Center, Beijing Tsinghua Changgung Hospital, Beijing, 102218, China
| | - Yaning Wang
- Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Yuhan Wang
- University of Chinese Academy of Sciences, Beijing, 100049, China
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China
| | - Rimo Wu
- Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou, 510005, China
| | - Kai Xia
- Center for Stem Cell Biologyand Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, 510080, China
- National-Local Joint Engineering Research Center for Stem Cells and Regenerative Medicine, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Fu-Hui Xiao
- CAS Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, 650223, China
- State Key Laboratory of Genetic Resources and Evolution, Key Laboratory of Healthy Aging Research of Yunnan Province, Kunming Key Laboratory of Healthy Aging Study, KIZ/CUHK Joint Laboratory of Bioresources and Molecular Research in Common Diseases, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, 650223, China
| | - Lingyan Xu
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, 200241, China
| | - Yingying Xu
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China
| | - Haoteng Yan
- Beijing Municipal Geriatric Medical Research Center, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China
- Aging Translational Medicine Center, International Center for Aging and Cancer, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China
- Advanced Innovation Center for Human Brain Protection, and National Clinical Research Center for Geriatric Disorders, Xuanwu Hospital Capital Medical University, Beijing, 100053, China
| | - Liang Yang
- CAS Key Laboratory of Regenerative Biology, Joint School of Life Sciences, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou Medical University, Guangzhou, 510530, China
| | - Ruici Yang
- State Key Laboratory of Cell Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, 200031, China
| | - Yuanxin Yang
- Interdisciplinary Research Center on Biology and Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai, 201210, China
| | - Yilin Ying
- Department of Geriatrics, Medical Center on Aging of Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- International Laboratory in Hematology and Cancer, Shanghai Jiao Tong University School of Medicine/Ruijin Hospital, Shanghai, 200025, China
| | - Le Zhang
- Gerontology Center of Hubei Province, Wuhan, 430000, China
- Institute of Gerontology, Department of Geriatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Weiwei Zhang
- Department of Cardiology, The Second Medical Centre, Chinese PLA General Hospital, National Clinical Research Center for Geriatric Diseases, Beijing, 100853, China
| | - Wenwan Zhang
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Xing Zhang
- Key Laboratory of Ministry of Education, School of Aerospace Medicine, Fourth Military Medical University, Xi'an, 710032, China
| | - Zhuo Zhang
- Optogenetics & Synthetic Biology Interdisciplinary Research Center, State Key Laboratory of Bioreactor Engineering, Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China
- Research Unit of New Techniques for Live-cell Metabolic Imaging, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Min Zhou
- Department of Endocrinology, Endocrinology Research Center, Xiangya Hospital of Central South University, Changsha, 410008, China
| | - Rui Zhou
- Department of Nuclear Medicine and PET Center, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, 310009, China
| | - Qingchen Zhu
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Zhengmao Zhu
- Department of Genetics and Cell Biology, College of Life Science, Nankai University, Tianjin, 300071, China
- Haihe Laboratory of Cell Ecosystem, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China
| | - Feng Cao
- Department of Cardiology, The Second Medical Centre, Chinese PLA General Hospital, National Clinical Research Center for Geriatric Diseases, Beijing, 100853, China.
| | - Zhongwei Cao
- State Key Laboratory of Biotherapy, West China Second University Hospital, Sichuan University, Chengdu, 610041, China.
| | - Piu Chan
- National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
| | - Chang Chen
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China.
| | - Guobing Chen
- Department of Microbiology and Immunology, School of Medicine, Jinan University, Guangzhou, 510632, China.
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, Guangzhou, 510000, China.
| | - Hou-Zao Chen
- Department of Biochemistryand Molecular Biology, State Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China.
| | - Jun Chen
- Peking University Research Center on Aging, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Science, Peking University, Beijing, 100191, China.
| | - Weimin Ci
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China.
| | - Bi-Sen Ding
- State Key Laboratory of Biotherapy, West China Second University Hospital, Sichuan University, Chengdu, 610041, China.
| | - Qiurong Ding
- CAS Key Laboratory of Nutrition, Metabolism and Food Safety, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China.
| | - Feng Gao
- Key Laboratory of Ministry of Education, School of Aerospace Medicine, Fourth Military Medical University, Xi'an, 710032, China.
| | - Jing-Dong J Han
- Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Center for Quantitative Biology (CQB), Peking University, Beijing, 100871, China.
| | - Kai Huang
- Clinic Center of Human Gene Research, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
- Hubei Clinical Research Center of Metabolic and Cardiovascular Disease, Huazhong University of Science and Technology, Wuhan, 430022, China.
- Hubei Key Laboratory of Metabolic Abnormalities and Vascular Aging, Huazhong University of Science and Technology, Wuhan, 430022, China.
- Department of Cardiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
| | - Zhenyu Ju
- Key Laboratory of Regenerative Medicine of Ministry of Education, Institute of Ageing and Regenerative Medicine, Jinan University, Guangzhou, 510632, China.
| | - Qing-Peng Kong
- CAS Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, 650223, China.
- State Key Laboratory of Genetic Resources and Evolution, Key Laboratory of Healthy Aging Research of Yunnan Province, Kunming Key Laboratory of Healthy Aging Study, KIZ/CUHK Joint Laboratory of Bioresources and Molecular Research in Common Diseases, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, 650223, China.
| | - Ji Li
- Department of Dermatology, Xiangya Hospital, Central South University, Changsha, 410008, China.
- Hunan Key Laboratory of Aging Biology, Xiangya Hospital, Central South University, Changsha, 410008, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, China.
| | - Jian Li
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, 100730, China.
| | - Xin Li
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China.
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China.
| | - Baohua Liu
- School of Basic Medical Sciences, Shenzhen University Medical School, Shenzhen, 518060, China.
| | - Feng Liu
- Metabolic Syndrome Research Center, The Second Xiangya Hospital, Central South Unversity, Changsha, 410011, China.
| | - Lin Liu
- Department of Genetics and Cell Biology, College of Life Science, Nankai University, Tianjin, 300071, China.
- Haihe Laboratory of Cell Ecosystem, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China.
- Institute of Translational Medicine, Tianjin Union Medical Center, Nankai University, Tianjin, 300000, China.
- State Key Laboratory of Medicinal Chemical Biology, Nankai University, Tianjin, 300350, China.
| | - Qiang Liu
- Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230036, China.
| | - Qiang Liu
- Department of Neurology, Tianjin Neurological Institute, Tianjin Medical University General Hospital, Tianjin, 300052, China.
- Tianjin Institute of Immunology, Tianjin Medical University, Tianjin, 300070, China.
| | - Xingguo Liu
- CAS Key Laboratory of Regenerative Biology, Joint School of Life Sciences, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou Medical University, Guangzhou, 510530, China.
| | - Yong Liu
- College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, 430072, China.
| | - Xianghang Luo
- Department of Endocrinology, Endocrinology Research Center, Xiangya Hospital of Central South University, Changsha, 410008, China.
| | - Shuai Ma
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China.
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China.
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China.
| | - Xinran Ma
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, 200241, China.
| | - Zhiyong Mao
- Shanghai Key Laboratory of Maternal Fetal Medicine, Clinical and Translational Research Center of Shanghai First Maternity and Infant Hospital, Frontier Science Center for Stem Cell Research, Shanghai Key Laboratory of Signaling and Disease Research, School of Life Sciences and Technology, Tongji University, Shanghai, 200092, China.
| | - Jing Nie
- The State Key Laboratory of Organ Failure Research, National Clinical Research Center of Kidney Disease, Division of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
| | - Yaojin Peng
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China.
| | - Jing Qu
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China.
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China.
| | - Jie Ren
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China.
| | - Ruibao Ren
- Shanghai Institute of Hematology, State Key Laboratory for Medical Genomics, National Research Center for Translational Medicine (Shanghai), International Center for Aging and Cancer, Collaborative Innovation Center of Hematology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
- International Center for Aging and Cancer, Hainan Medical University, Haikou, 571199, China.
| | - Moshi Song
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China.
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China.
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China.
| | - Zhou Songyang
- MOE Key Laboratory of Gene Function and Regulation, Guangzhou Key Laboratory of Healthy Aging Research, School of Life Sciences, Institute of Healthy Aging Research, Sun Yat-sen University, Guangzhou, 510275, China.
- Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China.
| | - Yi Eve Sun
- Stem Cell Translational Research Center, Tongji Hospital, Tongji University School of Medicine, Shanghai, 200065, China.
| | - Yu Sun
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, Shanghai, 200031, China.
- Department of Medicine and VAPSHCS, University of Washington, Seattle, WA, 98195, USA.
| | - Mei Tian
- Human Phenome Institute, Fudan University, Shanghai, 201203, China.
| | - Shusen Wang
- Research Institute of Transplant Medicine, Organ Transplant Center, NHC Key Laboratory for Critical Care Medicine, Tianjin First Central Hospital, Nankai University, Tianjin, 300384, China.
| | - Si Wang
- Beijing Municipal Geriatric Medical Research Center, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
- Aging Translational Medicine Center, International Center for Aging and Cancer, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
- Advanced Innovation Center for Human Brain Protection, and National Clinical Research Center for Geriatric Disorders, Xuanwu Hospital Capital Medical University, Beijing, 100053, China.
| | - Xia Wang
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, 100084, China.
| | - Xiaoning Wang
- Institute of Geriatrics, The second Medical Center, Beijing Key Laboratory of Aging and Geriatrics, National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, 100853, China.
| | - Yan-Jiang Wang
- Department of Neurology and Center for Clinical Neuroscience, Daping Hospital, Third Military Medical University, Chongqing, 400042, China.
| | - Yunfang Wang
- Hepatobiliary and Pancreatic Center, Medical Research Center, Beijing Tsinghua Changgung Hospital, Beijing, 102218, China.
| | - Catherine C L Wong
- Clinical Research Institute, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, 100730, China.
| | - Andy Peng Xiang
- Center for Stem Cell Biologyand Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, 510080, China.
- National-Local Joint Engineering Research Center for Stem Cells and Regenerative Medicine, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China.
| | - Yichuan Xiao
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, Shanghai, 200031, China.
| | - Zhengwei Xie
- Peking University International Cancer Institute, Health Science Center, Peking University, Beijing, 100101, China.
- Beijing & Qingdao Langu Pharmaceutical R&D Platform, Beijing Gigaceuticals Tech. Co. Ltd., Beijing, 100101, China.
| | - Daichao Xu
- Interdisciplinary Research Center on Biology and Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai, 201210, China.
| | - Jing Ye
- Department of Geriatrics, Medical Center on Aging of Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
- International Laboratory in Hematology and Cancer, Shanghai Jiao Tong University School of Medicine/Ruijin Hospital, Shanghai, 200025, China.
| | - Rui Yue
- Institute for Regenerative Medicine, Shanghai East Hospital, Frontier Science Center for Stem Cell Research, Shanghai Key Laboratory of Signaling and Disease Research, School of Life Sciences and Technology, Tongji University, Shanghai, 200092, China.
| | - Cuntai Zhang
- Gerontology Center of Hubei Province, Wuhan, 430000, China.
- Institute of Gerontology, Department of Geriatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
| | - Hongbo Zhang
- Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China.
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China.
| | - Liang Zhang
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, Shanghai, 200031, China.
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China.
| | - Weiqi Zhang
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China.
| | - Yong Zhang
- Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou, 510005, China.
- The State Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and School of Basic Medicine, Peking Union Medical College, Beijing, 100005, China.
| | - Yun-Wu Zhang
- Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, Institute of Neuroscience, School of Medicine, Xiamen University, Xiamen, 361102, China.
| | - Zhuohua Zhang
- Key Laboratory of Molecular Precision Medicine of Hunan Province and Center for Medical Genetics, Institute of Molecular Precision Medicine, Xiangya Hospital, Central South University, Changsha, 410078, China.
- Department of Neurosciences, Hengyang Medical School, University of South China, Hengyang, 421001, China.
| | - Tongbiao Zhao
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China.
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China.
| | - Yuzheng Zhao
- Optogenetics & Synthetic Biology Interdisciplinary Research Center, State Key Laboratory of Bioreactor Engineering, Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China.
- Research Unit of New Techniques for Live-cell Metabolic Imaging, Chinese Academy of Medical Sciences, Beijing, 100730, China.
| | - Dahai Zhu
- Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou, 510005, China.
- The State Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and School of Basic Medicine, Peking Union Medical College, Beijing, 100005, China.
| | - Weiguo Zou
- State Key Laboratory of Cell Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, 200031, China.
| | - Gang Pei
- Shanghai Key Laboratory of Signaling and Disease Research, Laboratory of Receptor-Based Biomedicine, The Collaborative Innovation Center for Brain Science, School of Life Sciences and Technology, Tongji University, Shanghai, 200070, China.
| | - Guang-Hui Liu
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China.
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China.
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China.
- Advanced Innovation Center for Human Brain Protection, and National Clinical Research Center for Geriatric Disorders, Xuanwu Hospital Capital Medical University, Beijing, 100053, China.
| |
Collapse
|
11
|
Sheikh AM, Yano S, Tabassum S, Mitaki S, Michikawa M, Nagai A. Alzheimer's Amyloid β Peptide Induces Angiogenesis in an Alzheimer's Disease Model Mouse through Placental Growth Factor and Angiopoietin 2 Expressions. Int J Mol Sci 2023; 24:ijms24054510. [PMID: 36901941 PMCID: PMC10003449 DOI: 10.3390/ijms24054510] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 02/22/2023] [Accepted: 02/22/2023] [Indexed: 03/02/2023] Open
Abstract
Increased angiogenesis, especially the pathological type, has been documented in Alzheimer's disease (AD) brains, and it is considered to be activated due to a vascular dysfunction-mediated hypoxic condition. To understand the role of the amyloid β (Aβ) peptide in angiogenesis, we analyzed its effects on the brains of young APP transgenic AD model mice. Immunostaining results revealed that Aβ was mainly localized intracellularly, with very few immunopositive vessels, and there was no extracellular deposition at this age. Solanum tuberosum lectin staining demonstrated that compared to their wild-type littermates, the vessel number was only increased in the cortex of J20 mice. CD105 staining also showed an increased number of new vessels in the cortex, some of which were partially positive for collagen4. Real-time PCR results demonstrated that placental growth factor (PlGF) and angiopoietin 2 (AngII) mRNA were increased in both the cortex and hippocampus of J20 mice compared to their wild-type littermates. However, vascular endothelial growth factor (VEGF) mRNA did not change. Immunofluorescence staining confirmed the increased expression of PlGF and AngII in the cortex of the J20 mice. Neuronal cells were positive for PlGF and AngII. Treatment of a neural stem cell line (NMW7) with synthetic Aβ1-42 directly increased the expression of PlGF and AngII, at mRNA levels, and AngII at protein levels. Thus, these pilot data indicate that pathological angiogenesis exists in AD brains due to the direct effects of early Aβ accumulation, suggesting that the Aβ peptide regulates angiogenesis through PlGF and AngII expression.
Collapse
Affiliation(s)
- Abdullah Md. Sheikh
- Department of Laboratory Medicine, Shimane University School of Medicine, 89-1 Enya Cho, Izumo 693-8501, Japan
- Correspondence: (A.M.S.); (A.N.); Tel.: +81-0853-20-2306 (A.M.S.); +81-0853-20-2198 (A.N.)
| | - Shozo Yano
- Department of Laboratory Medicine, Shimane University School of Medicine, 89-1 Enya Cho, Izumo 693-8501, Japan
| | - Shatera Tabassum
- Department of Laboratory Medicine, Shimane University School of Medicine, 89-1 Enya Cho, Izumo 693-8501, Japan
| | - Shingo Mitaki
- Department of Neurology, Shimane University School of Medicine, 89-1 Enya Cho, Izumo 693-8501, Japan
| | - Makoto Michikawa
- Department of Biochemistry, Graduate School of Medical Sciences, Nagoya City University, Nagoya 467-8601, Japan
| | - Atsushi Nagai
- Department of Laboratory Medicine, Shimane University School of Medicine, 89-1 Enya Cho, Izumo 693-8501, Japan
- Department of Neurology, Shimane University School of Medicine, 89-1 Enya Cho, Izumo 693-8501, Japan
- Correspondence: (A.M.S.); (A.N.); Tel.: +81-0853-20-2306 (A.M.S.); +81-0853-20-2198 (A.N.)
| |
Collapse
|
12
|
Zhao JL, Ai CB, Wang L, Yang SJ, Wang J, Yang W, Tang J, Zhang L, Li Y, Yan TQ, Gou S, Xie GG, Xiang Y. A multicenter, prospective, randomized controlled trial of intracranial hemorrhage risk of intensive statin therapy in patients with acute ischemic stroke combined with cerebral microbleeds (CHRISTMAS): Study protocol. Front Neurol 2023; 14:1097078. [PMID: 36846138 PMCID: PMC9948086 DOI: 10.3389/fneur.2023.1097078] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 01/26/2023] [Indexed: 02/11/2023] Open
Abstract
Background Low serum levels of major lipid markers have been proved to be significantly associated with increased risks of hemorrhagic stroke (HS) and cerebral microbleeds (CMBs). However, there is no lipid modification guideline telling us how to maintain a balance between the prevention of ischemic stroke recurrence and the prevention of hemorrhagic events, especially in patients with acute ischemic stroke (AIS) and CMBs. Aim The Intracranial Hemorrhage Risk of Intensive Statin Therapy in Patients with Acute Ischemic Stroke combined with Cerebral Microbleeds (CHRISTMAS) trial evaluates the risk of intracranial hemorrhage (i.e., HS and CMBs) of high-dose statin therapy in patients with AIS combined with CMBs. Methods and design This is an investigator-initiated, multicenter, prospective, randomized controlled clinical trial design. Up to 344 eligible patients will be consecutively randomized to receive high-dose or low-dose atorvastatin in 1:1 ratio in 5 stroke centers in China. Outcomes CHRISTMAS trial has co-primary outcomes, namely, hemorrhage risk: the incidence of HS and the changes in degree of CMBs until the end of 36-month follow-up. Discussion The primary hypothesis of this study is that an excessive reduction in serum lipid levels by an intensive statin therapy in AIS patients with CMBs can increase the risk of intracranial hemorrhage. This study will shed light on new clinical decisions regarding the long-term serum lipid management in these patients with dilemma in clinical practice. Clinical trial registration Clinicaltrials.gov, identifier: NCT05589454.
Collapse
Affiliation(s)
- Jia-ling Zhao
- Department of Neurology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Affiliated Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Chi-bo Ai
- Department of Neurology, Yunyang County People's Hospital, Chongqing, China
| | - Li Wang
- Department of Neurology, Zigong Third People's Hospital, Zigong, China
| | - Shao-jie Yang
- Department of Neurology, Chengdu Eighth People's Hospital, Chengdu, China
| | - Jian Wang
- Department of Neurology, Ya'an People's Hospital, Yaan, China
| | - Wei Yang
- Department of Neurology, Yunyang County People's Hospital, Chongqing, China
| | - Jie Tang
- Department of Neurology, Zigong Third People's Hospital, Zigong, China
| | - Ling Zhang
- Department of Neurology, Chengdu Eighth People's Hospital, Chengdu, China
| | - Yan Li
- Department of Neurology, Ya'an People's Hospital, Yaan, China
| | - Ting-qi Yan
- Department of Neurology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Affiliated Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Shu Gou
- Department of Neurology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Affiliated Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Gui-gui Xie
- Department of Neurology, Yunyang County People's Hospital, Chongqing, China
| | - Yang Xiang
- Department of Neurology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Affiliated Hospital of University of Electronic Science and Technology of China, Chengdu, China,*Correspondence: Yang Xiang ✉
| |
Collapse
|
13
|
Chen CH, Khnaijer MK, Beaudin AE, McCreary CR, Gee M, Saad F, Frayne R, Ismail Z, Pike GB, Camicioli R, Smith EE. Subcortical volumes in cerebral amyloid angiopathy compared with Alzheimer's disease and controls. Front Neurosci 2023; 17:1139196. [PMID: 37139517 PMCID: PMC10149850 DOI: 10.3389/fnins.2023.1139196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 03/28/2023] [Indexed: 05/05/2023] Open
Abstract
Background Previous reports have suggested that patients with cerebral amyloid angiopathy (CAA) may harbor smaller white matter, basal ganglia, and cerebellar volumes compared to age-matched healthy controls (HC) or patients with Alzheimer's disease (AD). We investigated whether CAA is associated with subcortical atrophy. Methods The study was based on the multi-site Functional Assessment of Vascular Reactivity cohort and included 78 probable CAA (diagnosed according to the Boston criteria v2.0), 33 AD, and 70 HC. Cerebral and cerebellar volumes were extracted from brain 3D T1-weighted MRI using FreeSurfer (v6.0). Subcortical volumes, including total white matter, thalamus, basal ganglia, and cerebellum were reported as proportion (%) of estimated total intracranial volume. White matter integrity was quantified by the peak width of skeletonized mean diffusivity. Results Participants in the CAA group were older (74.0 ± 7.0, female 44%) than the AD (69.7 ± 7.5, female 42%) and HC (68.8 ± 7.8, female 69%) groups. CAA participants had the highest white matter hyperintensity volume and worse white matter integrity of the three groups. After adjusting for age, sex, and study site, CAA participants had smaller putamen volumes (mean differences, -0.024% of intracranial volume; 95% confidence intervals, -0.041% to -0.006%; p = 0.005) than the HCs but not AD participants (-0.003%; -0.024 to 0.018%; p = 0.94). Other subcortical volumes including subcortical white matter, thalamus, caudate, globus pallidus, cerebellar cortex or cerebellar white matter were comparable between all three groups. Conclusion In contrast to prior studies, we did not find substantial atrophy of subcortical volumes in CAA compared to AD or HCs, except for the putamen. Differences between studies may reflect heterogeneity in CAA presenting syndromes or severity.
Collapse
Affiliation(s)
- Chih-Hao Chen
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
| | - Mary Klir Khnaijer
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Andrew E. Beaudin
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Cheryl R. McCreary
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - Myrlene Gee
- Division of Neurology, Department of Medicine and Neurosciences and Mental Health Institute, University of Alberta, Edmonton, AB, Canada
| | - Feryal Saad
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Richard Frayne
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - Zahinoor Ismail
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Department of Psychiatry, University of Calgary, Calgary, AB, Canada
| | - G. Bruce Pike
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - Richard Camicioli
- Division of Neurology, Department of Medicine and Neurosciences and Mental Health Institute, University of Alberta, Edmonton, AB, Canada
| | - Eric E. Smith
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
- *Correspondence: Eric E. Smith,
| |
Collapse
|
14
|
Role of cerebral microbleeds in acute ischemic stroke and atrial fibrillation. J Thromb Thrombolysis 2022; 55:553-565. [PMID: 36571659 DOI: 10.1007/s11239-022-02761-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/17/2022] [Indexed: 12/27/2022]
Abstract
Cerebral microbleeds (CMBs) are commonly detected in the brains of patients with acute ischemic stroke (AIS). With the development of neuroimaging, clinicians are paying more attention to the presence of CMBs. CMBs were found to significantly increase the risk of intracranial hemorrhagic transformation and hemorrhage in patients with AIS, especially in patients with concurrent atrial fibrillation (AF). Additionally, the presence of CMBs is thought to be a symbol of a high risk of recurrent ischemic stroke (IS). A few researchers have found that the presence of CMBs has no significant effect on the prognosis of patients with AIS. Therefore, the current views on the role of CMBs in the prognoses of patients with IS are controversial. The use of anticoagulants and other drugs has also become a dilemma due to the special influence of CMBs on the prognosis of these patients. Due to the large number of patients with AF and CMBs, many studies have been conducted on the effects of CMBs on these patients and subsequent pharmacological treatments. However, at present, there are no relevant guidelines to guide the secondary preventive treatment of patients with stroke, CMBs, and AF. In this paper, we summarized the role of CMBs in AIS combined with AF and relevant preventive measures against the recurrence of stroke and the occurrence of intracerebral hemorrhage to help clarify the specifics of drug therapies for this group of patients.
Collapse
|
15
|
Ramaswamy S, Khasiyev F, Gutierrez J. Brain Enlarged Perivascular Spaces as Imaging Biomarkers of Cerebrovascular Disease: A Clinical Narrative Review. J Am Heart Assoc 2022; 11:e026601. [PMID: 36533613 PMCID: PMC9798817 DOI: 10.1161/jaha.122.026601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Perivascular spaces or Virchow-Robin spaces form pathways along the subarachnoid spaces that facilitate the effective clearance of brain metabolic by-products through intracellular exchange and drainage of cerebrospinal fluid. Best seen on magnetic resonance imaging of the brain, enlarged perivascular spaces (EPVSs) are increasingly recognized as potential imaging biomarkers of neurological conditions. EPVSs are an established subtype of cerebral small-vessel disease; however, their associations with other cerebrovascular disorders are yet to be fully understood. In particular, there has been great interest in the association between the various parameters of EPVSs, such as number, size, and topography, and vascular neurological conditions. Studies have identified cross-sectional and longitudinal relationships between EPVS parameters and vascular events, such as ischemic stroke (both clinical and silent), intracerebral hemorrhage, vascular risk factors, such as age and hypertension, and neurodegenerative processes, such as vascular dementia and Alzheimer disease. However, these studies are limited by heterogeneity of data and the lack of consistent results across studied populations. Existing meta-analyses also fail to provide uniformity of results. We performed a qualitative narrative review with an aim to provide an overview of the associations between EPVSs and cerebrovascular diseases, which may help recognize gaps in our knowledge, inform the design of future studies, and advance the role of EPVSs as imaging biomarkers.
Collapse
Affiliation(s)
- Srinath Ramaswamy
- Department of NeurologySUNY Downstate Health Sciences UniversityBrooklynNY
| | - Farid Khasiyev
- Department of NeurologySt. Louis University School of MedicineSt. LouisMO
| | - Jose Gutierrez
- Department of NeurologyColumbia University Irving Medical CenterNew YorkNY
| |
Collapse
|
16
|
Aragón-González A, Shaw PJ, Ferraiuolo L. Blood-Brain Barrier Disruption and Its Involvement in Neurodevelopmental and Neurodegenerative Disorders. Int J Mol Sci 2022; 23:ijms232315271. [PMID: 36499600 PMCID: PMC9737531 DOI: 10.3390/ijms232315271] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 11/28/2022] [Accepted: 11/30/2022] [Indexed: 12/12/2022] Open
Abstract
The blood-brain barrier (BBB) is a highly specialized and dynamic compartment which regulates the uptake of molecules and solutes from the blood. The relevance of the maintenance of a healthy BBB underpinning disease prevention as well as the main pathomechanisms affecting BBB function will be detailed in this review. Barrier disruption is a common aspect in both neurodegenerative diseases, such as amyotrophic lateral sclerosis, and neurodevelopmental diseases, including autism spectrum disorders. Throughout this review, conditions altering the BBB during the earliest and latest stages of life will be discussed, revealing common factors involved. Due to the barrier's role in protecting the brain from exogenous components and xenobiotics, drug delivery across the BBB is challenging. Potential therapies based on the BBB properties as molecular Trojan horses, among others, will be reviewed, as well as innovative treatments such as stem cell therapies. Additionally, due to the microbiome influence on the normal function of the brain, microflora modulation strategies will be discussed. Finally, future research directions are highlighted to address the current gaps in the literature, emphasizing the idea that common therapies for both neurodevelopmental and neurodegenerative pathologies exist.
Collapse
Affiliation(s)
- Ana Aragón-González
- Sheffield Institute for Translational Neuroscience, University of Sheffield, SITraN, 385a Glossop Road, Sheffield S10 2HQ, UK
- Facultad de Medicina, Universidad de Málaga, 29010 Málaga, Spain
| | - Pamela J. Shaw
- Sheffield Institute for Translational Neuroscience, University of Sheffield, SITraN, 385a Glossop Road, Sheffield S10 2HQ, UK
| | - Laura Ferraiuolo
- Sheffield Institute for Translational Neuroscience, University of Sheffield, SITraN, 385a Glossop Road, Sheffield S10 2HQ, UK
- Correspondence: ; Tel.: +44-(0)114-222-2257; Fax: +44-(0)114-222-2290
| |
Collapse
|
17
|
McCorkindale AN, Mundell HD, Guennewig B, Sutherland GT. Vascular Dysfunction Is Central to Alzheimer's Disease Pathogenesis in APOE e4 Carriers. Int J Mol Sci 2022; 23:7106. [PMID: 35806110 PMCID: PMC9266739 DOI: 10.3390/ijms23137106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 06/23/2022] [Accepted: 06/23/2022] [Indexed: 11/16/2022] Open
Abstract
Alzheimer's disease (AD) is the most common form of dementia and the leading risk factor, after age, is possession of the apolipoprotein E epsilon 4 allele (APOE4). Approximately 50% of AD patients carry one or two copies of APOE4 but the mechanisms by which it confers risk are still unknown. APOE4 carriers are reported to demonstrate changes in brain structure, cognition, and neuropathology, but findings have been inconsistent across studies. In the present study, we used multi-modal data to characterise the effects of APOE4 on the brain, to investigate whether AD pathology manifests differently in APOE4 carriers, and to determine if AD pathomechanisms are different between carriers and non-carriers. Brain structural differences in APOE4 carriers were characterised by applying machine learning to over 2000 brain MRI measurements from 33,384 non-demented UK biobank study participants. APOE4 carriers showed brain changes consistent with vascular dysfunction, such as reduced white matter integrity in posterior brain regions. The relationship between APOE4 and AD pathology was explored among the 1260 individuals from the Religious Orders Study and Memory and Aging Project (ROSMAP). APOE4 status had a greater effect on amyloid than tau load, particularly amyloid in the posterior cortical regions. APOE status was also highly correlated with cerebral amyloid angiopathy (CAA). Bulk tissue brain transcriptomic data from ROSMAP and a similar dataset from the Mount Sinai Brain Bank showed that differentially expressed genes between the dementia and non-dementia groups were enriched for vascular-related processes (e.g., "angiogenesis") in APOE4 carriers only. Immune-related transcripts were more strongly correlated with AD pathology in APOE4 carriers with some transcripts such as TREM2 and positively correlated with pathology severity in APOE4 carriers, but negatively in non-carriers. Overall, cumulative evidence from the largest neuroimaging, pathology, and transcriptomic studies available suggests that vascular dysfunction is key to the development of AD in APOE4 carriers. However, further studies are required to tease out non-APOE4-specific mechanisms.
Collapse
Affiliation(s)
- Andrew N. McCorkindale
- Charles Perkins Centre and School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2050, Australia; (A.N.M.); (H.D.M.)
| | - Hamish D. Mundell
- Charles Perkins Centre and School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2050, Australia; (A.N.M.); (H.D.M.)
- Brain and Mind Centre and School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2050, Australia
| | - Boris Guennewig
- Brain and Mind Centre and School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2050, Australia
| | - Greg T. Sutherland
- Charles Perkins Centre and School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2050, Australia; (A.N.M.); (H.D.M.)
| |
Collapse
|
18
|
DiFrancesco JC, Stanzani L. Increased Brain Volume: A Novel Biomarker of Neurodegeneration? Neurology 2022; 98:649-650. [PMID: 35228330 DOI: 10.1212/wnl.0000000000200166] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Jacopo C DiFrancesco
- Department of Neurology, ASST San Gerardo Hosp., Univ. Milano-Bicocca, Monza, Italy
| | - Lorenzo Stanzani
- Department of Neurology, ASST San Gerardo Hosp., Univ. Milano-Bicocca, Monza, Italy
| |
Collapse
|