bioRxivGenomicsPreprint
The genomic underpinnings of oscillatory biomarkers supporting successful memory encoding in humans
Stefano BertoiD, Miles R. Fontenot, Sarah E. SegeriD, Fatma Ayhan, Emre CaglayaniD, Ashwinikumar KulkarniiD, Connor Douglas, Carol A. TammingaiD, Bradley Charles LegaiD, Geneviève KonopkaiD
Abstract
In humans, brain oscillations are thought to support critical features of memory formation such as coordination of activity across regions, consolidation, and temporal ordering of events. However, understanding the molecular mechanisms underlining this activity in humans remains a major challenge. Here, we measured memory-sensitive oscillations using direct intracranial electroencephalography recordings from the temporal cortex of patients performing an episodic memory task. By then employing transcriptomics on the resected tissue from the same patients, we linked gene expression with brain oscillations, identifying genes correlated with oscillatory signatures of memory formation across six frequency bands. A co-expression analysis isolated biomarker-specific modules associated with neuropsychiatric disorders as well as ion channel activity. Using single-nuclei transcriptomic data from this resected tissue, we further revealed that biomarker-specific modules are enriched for both excitatory and inhibitory neurons. This unprecedented dataset of patient-specific brain oscillations coupled to genomics unlocks new insights into the genetic mechanisms that support memory encoding. By linking brain expression of these genes to oscillatory patterns, our data help overcome limitations of phenotypic methods to uncover genetic links to memory performance.
- organism: human
- assay: bulk RNA-seq
- assay: electronic health records
- research focus: gene regulatory network inference
- research focus: differential expression
- approach: statistical model
- approach: experimental assay
- Citations
- 1
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Reinstatement of emotional associations during human sleep: an intracranial EEG study
Guillaume Legendre, L. Bayer, … Virginie Sterpenich A·bioRxiv·Jun 24, 2022
- Genome-wide association analysis links multiple psychiatric liability genes to oscillatory brain activity
Dirk J. A. Smit, Margaret J. Wright, … Dorret Irene Boomsma·Human Brain MappingPeer-reviewed·Jun 26, 2018
- Oscillations support short latency co-firing of neurons during human episodic memory formation.
Frédéric Roux, George Parish, … Simon Hanslmayr·eLifePeer-reviewed·Nov 30, 2022
- The genetic signature of memory encoding along the human hippocampal axis
Mantre Dehnad, Tung V To, … Geneviève Konopka·bioRxiv·Jun 28, 2026
- Oscillations and aperiodic activity: Evidence for dynamic changes in both during memory encoding
Michael W. Preston, Natalie Schaworonkow, Bradley Voytek·bioRxiv·Oct 4, 2022
- Hippocampal and cortical oscillations support the encoding of event memories during movie watching
Marta Silva, Xiongbo Wu, … Joshua Jacobs·bioRxiv·Sep 10, 2026