Biology subjects

Fukunaga, M.

Publications and source records attributed to Fukunaga, M..

6 recordsLinked to original sources

bioRxiv2026

Memory transfer unfolds through rapid shifts in memory stability states during sleep in humans

Sleep benefits learning and memory. Fundamental questions remain regarding whether and how sleep transfers memories for adaptive behavior in humans. We demonstrate that declarative to procedural memory transfer occurs through rapid network reorganization and memory stability shifts in human participants. Following local processing in motor circuit during slow wave-spindle coupling in nonrapid eye movement (NREM) sleep, multiregional communication during phasic rapid-eye movement (REM) sleep enables transfer. By leveraging a newly developed time-resolved simultaneous ultrahigh-field magnetic resonance spectroscopy and polysomnography, we further reveal that memory state becomes instantaneously unstable during slow wave-spindle coupling then enters a hyperstable state during phasic-REM sleep. Thus, sleep bridges memory systems, utilizing increased instability in NREM sleep, and transferring memory through hyperstabilization in REM sleep for knowledge integration.

neuroscience↗

bioRxiv2025

Breath as an internal context: Respiratory phase alignment between encoding and retrieval optimizes memory performance.

Increasing evidence suggests that respiratory rhythms are crucial for cognitive functions. Although recent findings suggest that respiratory activity may serve as an internal contextual framework during memory processes, the contribution of specific respiratory phases to encoding and retrieval remains unclear. Here, we investigated the breathing-dependent performance of 30 healthy volunteers during a visual delayed matching-to-sample recognition memory task while their nasal respiration was monitored. Reaction times (RTs) decreased when visual cues were both encoded and retrieved during the late phase of exhalation. In contrast, longer RTs were observed during late exhalation at retrieval when encoding occurred either (i) during a period that encompassed inspiratory onset (i.e., exhalation-to-inhalation transition or EI transition) or (ii) during the early phase of inhalation. These contrasting outcomes under identical retrieval conditions highlight the phase-dependent effects of respiration, specifically the alignment of respiratory timing between encoding and retrieval. Importantly, we found that the late phase of exhalation during both encoding and retrieval may represent a favorable temporal window for shaping memory performance. These findings suggest that respiratory phase alignment modulates memory processes by providing an interoceptive, phase-dependent context for cognition.

neuroscience↗

bioRxiv2024

Generalizability of Normative Models of Brain Morphometry Across Distinct Ethnoracial Groups

Normative modeling of brain morphometric data can inform about the clinical significance of deviations from typical patterns in brain structure. Their usefulness, however, is dependent on their applicability to diverse ethnoracial groups. With this in mind, we developed age- and sex-specific normative models for cortical thickness, surface area, and subcortical volumes using brain scans from 37,407 healthy individuals from a diverse international sample. Here we demonstrate the validity of these models in diverse and distinct populations. Specifically, we tested these pre-trained models on independent samples of healthy individuals that either self-identified as Black, South Asian, East Asian Chinese, East Asian Japanese, or we categorized as African, Admixed American, East Asian, and European based on their genetic ancestry. Regardless of ethnoracial definition, the performance of the pretrained models in these samples was exceptionally high; the relative mean absolute error for each regional brain morphometry measure was less than 10% across all the distinct ethnoracial groups. These findings affirm the broad applicability of our models, ensuring that brain morphometry assessments using these models are accurate and reliable for individuals regardless of background. This broad applicability has significant implications for advancing personalized medicine and improving health outcomes in diverse populations.

bioinformatics↗

bioRxiv2020

In-vivo histology of iron and myelin in the brain using magnetic susceptibility source separation in MRI

Obtaining a histological fingerprint from the in-vivo brain has been a long-standing target of magnetic resonance imaging (MRI). In particular, non-invasive imaging of iron and myelin, which are involved in normal brain functions and are histopathological hallmarks in neurodegenerative diseases, has practical utilities in neuroscience and medicine. Here, we propose a biophysical model that describes the individual contribution of paramagnetic (e.g., iron) and diamagnetic (e.g., myelin) susceptibility sources to the frequency shift and transverse relaxation of MRI signals. Using this model, we develop a method,{chi} -separation, that generates the voxel-wise distributions of the two sources. The method is validated using computer simulation and phantom experiments, and applied to ex-vivo and in-vivo brains. The results delineate the well-known histological features of iron and myelin in the specimen, healthy volunteers, and multiple sclerosis patients. This new technology may serve as a practical tool for exploring the microstructural information of the brain.

neuroscience↗

bioRxiv2020

Promoter activity-based case-control association study on SLC6A4 highlighting hypermethylation and altered amygdala volume in male patients with schizophrenia

Associations between altered DNA methylation of the serotonin transporter (5-HTT)-encoding gene SLC6A4 and early life adversity, mood and anxiety disorders, and amygdala reactivity have been reported. However, few studies have examined epigenetic alterations of SLC6A4 in schizophrenia (SZ). We examined CpG sites of SLC6A4, whose DNA methylation levels have been reported to be altered in bipolar disorder, using three independent cohorts of patients with SZ and age-matched controls. We found significant hypermethylation of a CpG site in SLC6A4 in male patients with SZ in all three cohorts. We showed that chronic administration of risperidone did not affect the DNA methylation status at this CpG site using common marmosets, and that in vitro DNA methylation at this CpG site diminished the promoter activity of SLC6A4. We then genotyped the 5-HTT-linked polymorphic region (5-HTTLPR) and investigated the relationship among 5-HTTLPR, DNA methylation, and amygdala volume using brain imaging data. We found that patients harboring low-activity 5-HTTLPR alleles showed hypermethylation and they showed a negative correlation between DNA methylation levels and left amygdala volumes. These results suggest that hypermethylation of the CpG site in SLC6A4 is involved in the pathophysiology of SZ, especially in male patients harboring low-activity 5-HTTLPR alleles.

genetics↗

bioRxiv2020

Brain/MINDS Beyond Human Brain MRI Study: Multi-Site Harmonization for Brain Disorders Throughout the Lifespan

Psychiatric and neurological disorders are afflictions of the brain that can affect individuals throughout their lifespan. Many brain magnetic resonance imaging (MRI) studies have been conducted; however, imaging-based biomarkers are not yet well established for diagnostic and therapeutic use. This article describes an outline of the planned study, the Brain/MINDS Beyond human brain MRI project (FY2018 [~] FY2023), which aims to establish clinically-relevant imaging biomarkers with multi-site harmonization by collecting data from healthy traveling subjects (TS) at 13 research sites. Collection of data in psychiatric and neurological disorders across the lifespan is also scheduled at 13 sites, whereas designing measurement procedures, developing and analyzing neuroimaging protocols, and databasing are done at three research sites. The Harmonization protocol (HARP) was established for five high-quality 3T scanners to obtain multimodal brain images including T1 and T2-weighted, resting state and task functional and diffusion-weighted MRI. Data are preprocessed and analyzed using approaches developed by the Human Connectome Project. Preliminary results in 30 TS demonstrated cortical thickness, myelin, functional connectivity measures are comparable across 5 scanners, providing high reproducibility and sensitivity to subject-specific connectome. A total of 75 TS, as well as patients with various psychiatric and neurological disorders, are scheduled to participate in the project, allowing a mixed model statistical harmonization. The HARP protocols are publicly available online, and all the imaging, demographic and clinical information, harmonizing database will also be made available by 2024. To the best of our knowledge, this is the first project to implement a rigorous, prospective harmonization protocol with multi-site TS data. It explores intractable brain disorders across the lifespan and may help to identify the disease-specific pathophysiology and imaging biomarkers for clinical practice.

neuroscience↗