A pilot study evaluating the feasibility, safety, and efficacy of transcranial photobiomodulation (tPBM) for the treatment of mild cognitive impairment (MCI): preliminary findings
Bibliographic record
Abstract
Abstract Background Mild Cognitive Impairment (MCI) serves as a precursor to Alzheimer’s dementia (AD). Recent research underscores the relationship between mitochondrial dysfunction and amyloid beta accumulation, underscoring the prospect of targeting mitochondrial function for intervention. Consequently, our study aimed to explore the efficacy of transcranial photobiomodulation (tPBM), a novel non‐invasive technique utilizing near‐infrared light to activate mitochondrial cytochrome C oxidase receptors, thereby enhancing cellular energy in individuals with MCI. Methods Fifteen MCI patients were randomly allocated to either active or sham groups (8 active, 7 sham), with both groups receiving indistinguishable active and sham tPBM devices. Over a span of 6 weeks, participants underwent daily home‐based tPBM sessions. Pre‐ and post‐treatment assessments included a comprehensive battery of tests, encompassing the Trail Making Test (TMT B & A), Mini‐Mental State Examination (MMSE), Proton Magnetic Resonance Spectroscopy (H‐MRS) of the posterior cingulate cortex, structural MRI, resting‐state functional MRI (rsfMRI), and blood analyses. Results In the active treatment group compared to the sham group, significant findings (p<0.05) emerged including: 1) faster executive functioning (reduced TMT B completion time), and a promising trend of enhanced MMSE and TMT B/A scores. 2) H‐MRS analysis revealed a decreased ratio of N‐acetyl aspartate to creatine (NAA/Cr), indicating improved neuronal health. 3) Structural MRI showed increased volume of the right thalamus. 4) Functional connectivity analysis using rs‐fMRI data unveiled higher change in the default mode network (DMN) and limbic network, as well as between DMN and executive control network (ECN). 5) Blood tests showcased decreases in isoleucine, methionine, and sarcosine levels—markers linked to AD and amyloid plaque formation—while displaying increases in butyrate, L‐carnitine, and L‐arginine levels—markers indicative of improved mitochondrial function. Furthermore, a notable trend towards decreased levels of tau protein was observed. Conclusions Our preliminary findings suggest a potential therapeutic benefit of tPBM in MCI, possibly through the augmentation of mitochondrial function. However, extending the treatment duration may yield further improvements in cognition. Parameters such as NAA/Cr ratios via H‐MRS, DMN functional connectivity via rs‐fMRI, and blood metabolites may serve as objective indicators of response to tPBM treatment. Nevertheless, conclusive determinations require a larger sample size.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".