TY - JOUR
T1 - Targeted Metabolomic Analysis in Alzheimer's Disease Plasma and Brain Tissue in Non-Hispanic Whites
AU - Kalecký, Karel
AU - German, Dwight C.
AU - Montillo, Albert A.
AU - Bottiglieri, Teodoro
N1 - Funding Information:
This study was made possible, in part, by the Texas Alzheimer's Research and Care Consortium (TARCC), funded by the state of Texas through the Texas Council on Alzheimer's Disease and Related Disorders, and by the Lyda Hill Foundation, the Aging Mind Foundation Dallas, BvB Dallas, and by the Barbara Wallace and Kelly King Charitable Foundation Trust.
Funding Information:
We are grateful to the Banner Sun Health Research Institute Brain and Body Donation Program of Sun City, Arizona for the sale of human brain tissue. The Brain and Body Donation Program is supported by the National Institute of Neurological Disorders and Stroke (U24 NS072026 National Brain and Tissue Resource for Parkinson’s Disease and Related The supplementary material is available in the electronic version of this article: https://dx.doi.org/ 10.3233/JAD-215448.
Funding Information:
This study was made possible, in part, by the Texas Alzheimer’s Research and Care Consortium (TARCC), funded by the state of Texas through the Texas Council on Alzheimer’s Disease and Related Disorders, and by the Lyda Hill Foundation, the Aging Mind Foundation Dallas, BvB Dallas, and by the Barbara Wallace and Kelly King Charitable Foundation Trust.
Publisher Copyright:
© 2022 The authors.
PY - 2022
Y1 - 2022
N2 - Background: Metabolites are biological compounds reflecting the functional activity of organs and tissues. Understanding metabolic changes in Alzheimer's disease (AD) can provide insight into potential risk factors in this multifactorial disease and suggest new intervention strategies or improve non-invasive diagnosis. Objective: In this study, we searched for changes in AD metabolism in plasma and frontal brain cortex tissue samples and evaluated the performance of plasma measurements as biomarkers. Methods: This is a case-control study with two tissue cohorts: 158 plasma samples (94 AD, 64 controls; Texas Alzheimer's Research and Care Consortium - TARCC) and 71 postmortem cortex samples (35 AD, 36 controls; Banner Sun Health Research Institute brain bank). We performed targeted mass spectrometry analysis of 630 compounds (106 small molecules: UHPLC-MS/MS, 524 lipids: FIA-MS/MS) and 232 calculated metabolic indicators with a metabolomic kit (Biocrates MxP® Quant 500). Results: We discovered disturbances (FDR≤0.05) in multiple metabolic pathways in AD in both cohorts including microbiome-related metabolites with pro-toxic changes, methylhistidine metabolism, polyamines, corticosteroids, omega-3 fatty acids, acylcarnitines, ceramides, and diglycerides. In AD, plasma reveals elevated triglycerides, and cortex shows altered amino acid metabolism. A cross-validated diagnostic prediction model from plasma achieves AUC = 82% (CI95 = 75-88%); for females specifically, AUC = 88% (CI95 = 80-95%). A reduced model using 20 features achieves AUC = 79% (CI95 = 71-85%); for females AUC = 84% (CI95 = 74-92%). Conclusion: Our findings support the involvement of gut environment in AD and encourage targeting multiple metabolic areas in the design of intervention strategies, including microbiome composition, hormonal balance, nutrients, and muscle homeostasis.
AB - Background: Metabolites are biological compounds reflecting the functional activity of organs and tissues. Understanding metabolic changes in Alzheimer's disease (AD) can provide insight into potential risk factors in this multifactorial disease and suggest new intervention strategies or improve non-invasive diagnosis. Objective: In this study, we searched for changes in AD metabolism in plasma and frontal brain cortex tissue samples and evaluated the performance of plasma measurements as biomarkers. Methods: This is a case-control study with two tissue cohorts: 158 plasma samples (94 AD, 64 controls; Texas Alzheimer's Research and Care Consortium - TARCC) and 71 postmortem cortex samples (35 AD, 36 controls; Banner Sun Health Research Institute brain bank). We performed targeted mass spectrometry analysis of 630 compounds (106 small molecules: UHPLC-MS/MS, 524 lipids: FIA-MS/MS) and 232 calculated metabolic indicators with a metabolomic kit (Biocrates MxP® Quant 500). Results: We discovered disturbances (FDR≤0.05) in multiple metabolic pathways in AD in both cohorts including microbiome-related metabolites with pro-toxic changes, methylhistidine metabolism, polyamines, corticosteroids, omega-3 fatty acids, acylcarnitines, ceramides, and diglycerides. In AD, plasma reveals elevated triglycerides, and cortex shows altered amino acid metabolism. A cross-validated diagnostic prediction model from plasma achieves AUC = 82% (CI95 = 75-88%); for females specifically, AUC = 88% (CI95 = 80-95%). A reduced model using 20 features achieves AUC = 79% (CI95 = 71-85%); for females AUC = 84% (CI95 = 74-92%). Conclusion: Our findings support the involvement of gut environment in AD and encourage targeting multiple metabolic areas in the design of intervention strategies, including microbiome composition, hormonal balance, nutrients, and muscle homeostasis.
KW - Alzheimer's disease
KW - antioxidants
KW - bacterial toxins
KW - biomarkers
KW - human microbiome
KW - hyperlipidemia
KW - lipidomics
KW - metabolic pathways
KW - metabolomics
KW - polyamines
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U2 - 10.3233/JAD-215448
DO - 10.3233/JAD-215448
M3 - Article
C2 - 35253754
AN - SCOPUS:85129249299
SN - 1387-2877
VL - 86
SP - 1875
EP - 1895
JO - Journal of Alzheimer's Disease
JF - Journal of Alzheimer's Disease
IS - 4
ER -