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Hu WT, Nayyar A, Kaluzova M. Charting the Next Road Map for CSF Biomarkers in Alzheimer's Disease and Related Dementias. Neurotherapeutics 2023; 20:955-974. [PMID: 37378862 PMCID: PMC10457281 DOI: 10.1007/s13311-023-01370-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/13/2023] [Indexed: 06/29/2023] Open
Abstract
Clinical prediction of underlying pathologic substrates in people with Alzheimer's disease (AD) dementia or related dementia syndromes (ADRD) has limited accuracy. Etiologic biomarkers - including cerebrospinal fluid (CSF) levels of AD proteins and cerebral amyloid PET imaging - have greatly modernized disease-modifying clinical trials in AD, but their integration into medical practice has been slow. Beyond core CSF AD biomarkers (including beta-amyloid 1-42, total tau, and tau phosphorylated at threonine 181), novel biomarkers have been interrogated in single- and multi-centered studies with uneven rigor. Here, we review early expectations for ideal AD/ADRD biomarkers, assess these goals' future applicability, and propose study designs and performance thresholds for meeting these ideals with a focus on CSF biomarkers. We further propose three new characteristics: equity (oversampling of diverse populations in the design and testing of biomarkers), access (reasonable availability to 80% of people at risk for disease, along with pre- and post-biomarker processes), and reliability (thorough evaluation of pre-analytical and analytical factors influencing measurements and performance). Finally, we urge biomarker scientists to balance the desire and evidence for a biomarker to reflect its namesake function, indulge data- as well as theory-driven associations, re-visit the subset of rigorously measured CSF biomarkers in large datasets (such as Alzheimer's disease neuroimaging initiative), and resist the temptation to favor ease over fail-safe in the development phase. This shift from discovery to application, and from suspended disbelief to cogent ingenuity, should allow the AD/ADRD biomarker field to live up to its billing during the next phase of neurodegenerative disease research.
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Affiliation(s)
- William T Hu
- Department of Neurology, Rutgers Biomedical and Health Sciences, Rutgers-Robert Wood Johnson Medical School, 125 Paterson Street, Suite 6200, New Brunswick, NJ, 08901, USA.
- Center for Innovation in Health and Aging Research, Institute for Health, Health Care Policy, and Aging Research, Rutgers Biomedical and Health Sciences, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, 08901, USA.
| | - Ashima Nayyar
- Department of Neurology, Rutgers Biomedical and Health Sciences, Rutgers-Robert Wood Johnson Medical School, 125 Paterson Street, Suite 6200, New Brunswick, NJ, 08901, USA
| | - Milota Kaluzova
- Department of Neurology, Rutgers Biomedical and Health Sciences, Rutgers-Robert Wood Johnson Medical School, 125 Paterson Street, Suite 6200, New Brunswick, NJ, 08901, USA
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Ling Z, De Pauw P, Jacobs-Tulleneers-Thevissen D, Mao R, Gillard P, Hampe CS, Martens GA, In't Veld P, Lernmark Å, Keymeulen B, Gorus F, Pipeleers D. Plasma GAD65, a Marker for Early β-Cell Loss After Intraportal Islet Cell Transplantation in Diabetic Patients. J Clin Endocrinol Metab 2015; 100:2314-21. [PMID: 25816051 PMCID: PMC5393519 DOI: 10.1210/jc.2015-1216] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
CONTEXT AND OBJECTIVE Intraportal islet transplantation can restore insulin production in type 1 diabetes patients, but its effect is subject to several interfering processes. To assess the influence of β-cell loss before and during engraftment, we searched for a real-time marker of β-cell destruction. Previous studies showed that 65-kDa isoform of glutamate decarboxylase (GAD65) is discharged by chemically damaged rat β-cells. We therefore examined the utility of the GAD65 assay to detect and quantify destruction of human β-cells in vitro and in vivo. DESIGN AND PARTICIPANTS A time-resolved fluorescence immunoassay was used to measure GAD65 discharge from β-cells after administration of toxins or after intraportal transplantation. The study in patients involved type 1 diabetes recipients of 56 implants. RESULTS GAD65 was discharged from cultured human β-cells between 4 and 24 hours after acute insult and proportional to the number of dying cells. It was also detected in plasma during the first 24 hours after intraportal transplantation of human islet cell grafts. Diabetic nude rat recipients without hyperglycemic correction exhibited higher plasma GAD65 levels than those with normalization. In type 1 diabetes recipients of grafts with 2-5 × 10(6) β-cells per kilogram of body weight, five of six with plasma GAD65 greater than 1 ng/mL failed to increase plasma C-peptide by greater than 0.5 ng/mL at posttransplant month 2, whereas five of six with undetectable plasma GAD 65 and 15 of 19 with intermediate levels did result in such increase. CONCLUSION Plasma GAD65 qualifies as a marker for early β-cell loss after intraportal transplantation. Further studies are needed to extend its clinical utility.
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Affiliation(s)
- Zhidong Ling
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Pieter De Pauw
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Daniel Jacobs-Tulleneers-Thevissen
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Rui Mao
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Pieter Gillard
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Christiane S Hampe
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Geert A Martens
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Peter In't Veld
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Åke Lernmark
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Bart Keymeulen
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Frans Gorus
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Daniel Pipeleers
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
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