Search bioRxiv⌕ Search

bioRxiv · 10.1101/2023.03.14.532685

Monitoring Alzheimer's Disease via Ultraweak Photon Emission

Abstract

The present study takes on an innovative experiment involving detection of ultraweak photon emission (UPE) from the hippocampus of male rat brains and finds significant correlations between Alzheimers disease (AD), memory decline, oxidative stress, and the intensity of UPE emitted spontaneously from the hippocampus. These remarkable findings opens up novel methods for screening, detecting, diagnosing and classifying neurodegenerative diseases (and associated sydromes), such as in AD. This also paves the way towards novel advanced brain-computer interfaces (BCIs) photonic chip for the detection of UPE from brains neural tissue. The envisaged BCI photonic chip (BCIPC) would be minimally invasive, cheap, high-speed, scalable, would provide high spatiotemporal resolution of brains activity and would provide short- and long-term screening of clinical patho-neurophysiological signatures, which could be monitored by a smart wristwatch or smartphone via a wireless connection. Background & aimLiving cells spontaneously emit biophotons, or UPE, during the process of metabolic reactions, and these UPE in tissues may be altered in pathological conditions. These compelling observations led us to hypothesise that AD (a severe neuropathological disorder) can be screened via UPE. This is substantiated by previous studies showing that oxidative stress occurs prior to the formation of amyloid plaques and neurofibrillary tangles (i.e. the neuropathological hallmarks of AD). Indeed, oxidative stress is a critical factor contributing to the initiation and progression of AD. Moreover, earlier research have evidenced the association between UPE and oxidative stress of biological tissue. These combined observations set us to investigate whether UPE intensity of the hippocampus in a pathological state, induced by intracerebroventricular (ICV) injection of streptozotocin (STZ), can be correlated with memory, oxidative stress, Acetylcholinesterase (AChE) as a novel screening strategy for AD. Material & methodsThirty-two adult male rats were divided into four groups: Control, Sham, STZ, and STZ+Donp (n=8). Specifically, for inducing sporadic AD (sAD), STZ was injected on days 1 and 3. One week after the second ICV injection, the intraperitoneal (IP) use of donepezil was initiated and continued for two weeks. After treatment, spatial and recognition memory were evaluated from days 24 to 29 of the experiment using the Morris water maze (MWM) and novel object recognition (NOR) test, respectively. Finally, the rats were euthanased by cervical dislocate in day 30. Anesthetic drugs disrupt neural communication from chemical neurotransmitter receptor inhibition. UPE related to cells activity so anesthesia intervention must be considered. Then, their brains were removed and the hippocampus dissected. The Right hippocampus was evaluated in terms of UPE via a Photomultiplier tubes (PMT) device. Moreover, in left hippocampus we measured malondialdehyde (MDA) by the TBARS assay and heat via calorimeter ELIZA device. Acetylcholinesterase (AChE) activity was also scrutinized via acetylthiocholine reaction via the Ellman method. Results & discussionSTZ injection impaired learning and memory function compared with the sham and control groups. The results of the MWM test indicated a decrease in the time used to find the hidden platform in the donepezil-treated group during training days, while in the STZ group, no significant reduction in this time was observed. In the probe trial, the donepezil-treated group showed a significant increase in target quadrant time in comparison with the STZ group (p<0.05). Furthermore, the object recognition test demonstrated that the donepezil-treated group spent more time recognizing new objects in the testing phase (p<0.05). Whereas, in the STZ group, there was no significant difference in spent time for identifying the objects. Ex vivo detection of UPE from the hippocampus of rats showed that the sham group had higher UPE than the Control group (p<0.05). The STZ injection significantly increased UPE and MDA concentrations in the hippocampus than in the Sham and Control groups (p<0.0001). Correlation analysis of results reveal that the emission intensity is associated with the MDA concentration (r = 0.855). Hippocampus AChE activity also significantly increased in STZ-injected groups. Treatment with donepezil decreased MDA concentration, UPE intensity, and activity of AChE in comparison with the STZ group (p<0.05). UPE intensity was linked with AChE activity as evidenced by Pearson correlation analysis between UPE intensity and AChE activity (r = 0.779). Conclusion: The hippocampus UPE increases in STZ-induced sAD and is associated with the redox state of the tissue. Donepezil decreases the UPE and improves the oxidative stress induced by STZ injection. Since oxidative stress is one of the primary hallmarks in the progression of AD, then it stands to reason that the Brains UPE emission can be used as a novel methodology for screening AD. Moreover, UPE could be used to monitor recovery from neurodegenerative diseases upon suitable future therapeutic treatments, as suggested by our experiment involving donepezil. Our findings, encourages further research and suggests the development of a minimally invasive BCI photonic chip (with similar quantum efficiency as PMT) for screening and diagnosing AD.

Source connections

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Sefati, N., Esmaeilpour, T., Salari, V., Zarifkar, A., Dehghani, F., Khorsand Ghaffari, M., Csaszar, N., Bokkon, I., Rodrigues, S., Oblak, D.. 2023-03-15. Monitoring Alzheimer's Disease via Ultraweak Photon Emission. https://doi.org/10.1101/2023.03.14.532685

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

The Unreasonable Effectiveness of Cell Types in Describing Neuronal Physiological Features

Single-cell RNA sequencing (scRNA-seq) captures detailed gene expression profiles at scale, while patch-clamp recordings measure intrinsic neuronal electrophysiological properties. Modeling the relations between these two modalities remains a challenge. Here, we compare how well electrophysiological features can be predicted by traditional transcriptomic cell type classification, representations derived from a foundational model (scGPT) pretrained on large-scale scRNA-seq datasets, ion channel-coding genes, and highly variable genes. Using paired transcriptomic and electrophysiological patch-sequencing data from 495 human neurons from neurosurgical tissue, we find that cluster-level cell type representations consistently outperform highly variable gene selection, ion channel gene selection, and context-enriched scGPT embeddings. Notably, performance varies across model architectures and initializations, and the best results are obtained by combining the outputs of separate cell type and scGPT-based models. Together, these findings suggest that traditional discrete cellular classification is highly effective in predicting physiological features. For maximum performance it can be complemented by pretrained transformer models.

neuroscience↗

A nonlinear inhibition pathway underlying cortical responses to tuned holographic optogenetic perturbations

Optogenetics enables causal manipulation of cortical activity. Perturbation responses can be counterintuitive due to network interactions, making theory essential for predicting them. Existing approaches often rely on linear approximations, which fail for many biologically relevant perturbations. Here we develop a nonlinear theory of responses to holographic perturbations in cell-type-specific recurrent networks with structured connectivity. We fit a nonlinear model to mouse V1 data, which shows cotuned-ensemble suppression: perturbing spatially clustered neurons with similar preferred orientations yields markedly stronger short-range suppression than perturbing untuned ensembles. We show that cotuned-ensemble suppression arises from a feature-tuned, nonlinear inhibition pathway implicating somatostatin-positive (SST) interneurons. The theory predicts that cotuned ensembles suppress parvalbumin-positive (PV) neurons but facilitate SST neurons, and links the degree of cotuned-ensemble suppression or facilitation to the variance of the SST response. This framework identifies mechanisms by which nonlinear inhibition sculpts cortical dynamics and establishes a predictive basis for targeted optogenetic interventions.

neuroscience↗

Proteomic signatures of APOE ε4 across human tissues and cell types in Alzheimers disease

The apolipoprotein E {varepsilon}4 (APOE {varepsilon}4) allele is the strongest genetic risk factor for late-onset Alzheimers disease (AD). However, the underlying molecular mechanisms remain unclear. This study included 1691 participants from the Religious Orders Study and Rush Memory and Aging Project (ROSMAP), 1226 participants from the Accelerating Medicines Partnership - Alzheimers Disease (AMP-AD) Diverse Cohorts Study, and 735 participants from the Alzheimers Disease Neuroimaging Initiative (ADNI). To characterise APOE {varepsilon}4 molecular effects, we analysed proteomic data from plasma, cerebrospinal fluid (CSF), and induced pluripotent stem cell (iPSC)-derived astrocytes and neurons, as well as transcriptomic and proteomic data from multiple brain regions. The association of APOE {varepsilon}4 with AD neuropathology was also examined. APOE {varepsilon}4 carriers shared a plasma proteomic signature enriched for immune processes, irrespective of AD diagnosis. A machine learning classifier trained on this signature discriminated APOE {varepsilon}4 carriers from non-carriers in an independent cohort using CSF proteomics. APOE {varepsilon}4 carriage was associated with higher Braak stages and Consortium to Establish a Registry for Alzheimers Disease (CERAD) score. However, only limited APOE {varepsilon}4-associated transcriptomic and proteomic changes were observed in bulk brain tissue, with poor cross-layer concordance. Proteomic analyses of iPSC-derived astrocytes and neurons further revealed cell-type-specific APOE {varepsilon}4-associated changes. APOE {varepsilon}4 is associated with a consistent proteomic signature across plasma and CSF. Its molecular effects in the brain differ across cell types, brain regions and molecular layers. These findings support the need for cell-type-resolved multi-omic studies to elucidate how APOE {varepsilon}4 confers AD risk.

neuroscience↗