Analysis of Multiple MRI and PET Images Detects Earliest Signs of Alzheimer’s Disease

MedicalResearch.com Interview with:

Dr. Yasser Iturria Medina PhD Post-doctoral fellow Montreal Neurological Institute

Dr. Y. M. Medina

Dr. Yasser Iturria Medina PhD
Post-doctoral fellow
Montreal Neurological Institute

MedicalResearch.com: What is the background for this study? What are the main findings?

Response: We used over 200 peripheral molecular biomarkers, five different neuroimaging modalities and cognitive/clinical measurements to detect spatiotemporal abnormalities in subjects with dementia or with mild signs of cognitive deterioration. By means of a mathematical framework, we reordered all the biomarkers/descriptors considered, according to how much they change during the disease process. The results suggested that, contrary as suggested by more traditional clinical analyses, there are multiple early signs of neurodegeneration, at the molecular level and at the brain’s macroscopic and cognitive state. In particular, we observed notable early signs of generalized vascular dysregulation, which may be supporting the vascular hypothesis of Alzheimer’s disease. However, we still need to perform deeper analyzes, in order to clarify the complex causal mechanisms that trigger the disease.

MedicalResearch.com: What should readers take away from your report?

Response: More than the conclusions and interpretations reported, the readers should take the crucial need of analyzing together all the possible data, including molecular biomarkers, multimodal brain imaging, and cognitive/clinical measurements. Only comprehensive multifactorial analyses will be capable of clarifying, from an integrative perspective, the complex biological mechanisms that conduce to neurodegenerative progression. To accomplish this, we should also continue developing integrative quantitative methods/algorithms capable of combining all the available relevant information.

MedicalResearch.com: What recommendations do you have for future research as a result of this study?

Response: Future studies should be able to include as many biological variables as possible. In parallel, we should pass from the traditional association analyzes and their characteristic over interpretations, to identifying the basic multifactorial causal mechanisms that underlie the disease´s progression. Is only by the understanding of the factors that cause a given disorder, and not by the analysis of its concomitant correlations, that we will be able to understand this and eventually develop effective therapeutic strategies.

MedicalResearch.com: Thank you for your contribution to the MedicalResearch.com community.

Citation:
Y. Iturria-Medina et al. Early role of vascular dysregulation on late-onset Alzheimer’s disease based on multifactorial data-driven analysis. Nature Communications, 2016; 7: 11934 DOI:10.1038/ncomms11934

Note: Content is Not intended as medical advice. Please consult your health care provider regarding your specific medical condition and questions.

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