# Distinct Regulatory Genomic Architectures Distinguish Early-Onset from Late-Onset Alzheimer’s Disease

**Authors:** Iliannis Yisel Roa-Bruzón, Celeste Patricia Gazcón-Rivas, Asbiel Felipe Garibaldi-Ríos, Luis Félix Duany-Almira, Martha Patricia Gallegos-Arreola, Claudia Azucena Palafox-Sánchez, Daniel Ortuño-Sahagún, Luis Eduardo Figuera, Manuel Alejandro Rico-Méndez, Yeminia Valle

PMC · DOI: 10.3390/genes17020186 · Genes · 2026-01-31

## TL;DR

This study finds that early-onset and late-onset Alzheimer’s disease have different genetic regulatory patterns, with early-onset being more focused and late-onset more widespread.

## Contribution

The study reveals distinct regulatory genomic architectures for EOAD and LOAD using a multi-tissue integrative approach.

## Key findings

- EOAD variants show a focal regulatory profile, affecting only GSE1 in the dorsolateral prefrontal cortex.
- LOAD variants have broad, multi-tissue effects involving genes like APOE and APH1B.
- LOAD-related genes are linked to amyloid processing and Notch signaling, while EOAD genes relate to chromatin and epigenetic regulation.

## Abstract

Background/Objectives: Alzheimer’s disease (AD) exhibits marked genetic heterogeneity between early-onset (EOAD) and late-onset (LOAD) forms. EOAD is typically associated with highly penetrant variants, whereas LOAD follows a polygenic architecture dominated by non-coding variation. However, the tissue-specific regulatory consequences of these variants remain insufficiently characterized. This study aimed to compare the regulatory genomic architectures underlying EOAD and LOAD using a multi-tissue integrative approach. Methods: GWAS-associated variants for EOAD and LOAD were retrieved from the GWAS Catalog using a relaxed significance threshold (p < 1 × 10−5). Variants were functionally annotated and integrated with GTEx v8 eQTL data across 13 neurologically relevant tissues and peripheral blood. Regulatory effects were evaluated using eQTL slope estimates. Basal gene expression patterns were assessed using GTEx RNA-seq data, and protein–protein interaction and functional enrichment analyses were performed using the STRING database. Results: A total of 287 variants were analyzed (32 EOAD, 255 LOAD), with minimal overlap. EOAD exhibited a highly focal regulatory profile, identifying GSE1 as the sole eQTL-regulated gene, restricted to the dorsolateral prefrontal cortex (BA9). In contrast, LOAD displayed a broad multi-tissue regulatory architecture involving APH1B, APOE, CEP63, and HAVCR2, with heterogeneous tissue-specific effects. LOAD-regulated genes converged on pathways related to γ-secretase activity, amyloid precursor protein processing, and Notch signaling, whereas GSE1-associated interactions were enriched for chromatin organization and epigenetic repression. Conclusions: EOAD and LOAD exhibit distinct regulatory genomic architectures, with EOAD characterized by focal, region-specific regulation and LOAD by widespread, tissue-dependent effects, highlighting stage-specific molecular mechanisms contributing to AD heterogeneity.

## Linked entities

- **Genes:** GSE1 (Gse1 coiled-coil protein) [NCBI Gene 23199], APH1B (aph-1B gamma-secretase subunit) [NCBI Gene 83464], APOE (apolipoprotein E) [NCBI Gene 348], CEP63 (centrosomal protein 63) [NCBI Gene 80254], HAVCR2 (hepatitis A virus cellular receptor 2) [NCBI Gene 84868]
- **Diseases:** Alzheimer’s disease (MONDO:0004975)

## Full-text entities

- **Genes:** MS4A4A (membrane spanning 4-domains A4A) [NCBI Gene 51338] {aka 4SPAN1, CD20-L1, CD20L1, HDCME31P, MS4A4, MS4A7}, KLHL36 (kelch like family member 36) [NCBI Gene 79786] {aka C16orf44}, NIFKP9 (NIFK pseudogene 9) [NCBI Gene 106480805] {aka MKI67IPP9}, CES5A (carboxylesterase 5A) [NCBI Gene 221223] {aka CAUXIN, CES4C1, CES5, CES7, HEL126}, NOTCH4 (notch receptor 4) [NCBI Gene 4855] {aka INT3}, HDAC9 (histone deacetylase 9) [NCBI Gene 9734] {aka HD7, HD7b, HD9, HDAC, HDAC7B, HDAC9B}, HMG20A (high mobility group 20A) [NCBI Gene 10363] {aka HMGX1, HMGXB1}, SLC24A4 (solute carrier family 24 member 4) [NCBI Gene 123041] {aka AI2A5, NCKX4, SHEP6}, NECTIN2 (nectin cell adhesion molecule 2) [NCBI Gene 5819] {aka CD112, HVEB, PRR2, PVRL2, PVRR2}, CLU (clusterin) [NCBI Gene 1191] {aka AAG4, APO-J, APOJ, CLI, CLU1, CLU2}, SCAPER (S-phase cyclin A associated protein in the ER) [NCBI Gene 49855] {aka IDDRP, MSTP063, ZNF291, Zfp291}, BIN1 (bridging integrator 1) [NCBI Gene 274] {aka AMPH2, AMPHL, CNM2, SH3P9}, NBEA (neurobeachin) [NCBI Gene 26960] {aka BCL8B, LYST2, NEDEGE}, RCOR1 (REST corepressor 1) [NCBI Gene 23186] {aka COREST, RCOR}, TOMM40 (translocase of outer mitochondrial membrane 40) [NCBI Gene 10452] {aka C19orf1, D19S1177E, PER-EC1, PEREC1, TOM40}, ABCA7 (ATP binding cassette subfamily A member 7) [NCBI Gene 10347] {aka ABCA-SSN, ABCX, AD9}, CEP63 (centrosomal protein 63) [NCBI Gene 80254] {aka SCKL6}, TREM2 (triggering receptor expressed on myeloid cells 2) [NCBI Gene 54209] {aka AD17, PLOSL2, TREM-2, Trem2a, Trem2b, Trem2c}, CD33 (CD33 molecule) [NCBI Gene 945] {aka CD33rSiglec, SIGLEC-3, SIGLEC3, p67}, APH1B (aph-1B gamma-secretase subunit) [NCBI Gene 83464] {aka APH-1B, PRO1328, PSFL, TAAV688, aph-1beta}, EXOC7 (exocyst complex component 7) [NCBI Gene 23265] {aka 2-5-3p, BLOM4, EX070, EXO70, Exo70p, NEDSEBA}, PSEN1 (presenilin 1) [NCBI Gene 5663] {aka ACNINV3, AD3, CMD1U, FAD, PS-1, PS1}, NCSTN (nicastrin) [NCBI Gene 23385] {aka ATAG1874}, CR1 (complement C3b/C4b receptor 1 (Knops blood group)) [NCBI Gene 1378] {aka C3BR, C4BR, CD35, KN}, HAVCR2 (hepatitis A virus cellular receptor 2) [NCBI Gene 84868] {aka CD366, HAVcr-2, KIM-3, SPTCL, TIM3, TIMD-3}, KDM1A (lysine demethylase 1A) [NCBI Gene 23028] {aka AIMAH3, AOF2, BHC110, CPRF, KDM1, LSD1}, GSE1 (Gse1 coiled-coil protein) [NCBI Gene 23199] {aka CRHSP24, KIAA0182}, RIN3 (Ras and Rab interactor 3) [NCBI Gene 79890], HMG20B (high mobility group 20B) [NCBI Gene 10362] {aka BRAF25, BRAF35, HMGX2, HMGXB2, PP7706, SMARCE1r}, APP (amyloid beta precursor protein) [NCBI Gene 351] {aka AAA, ABETA, ABPP, AD1, APPI, CTFgamma}, USP10 (ubiquitin specific peptidase 10) [NCBI Gene 9100] {aka UBPO}, RPS20P25 (ribosomal protein S20 pseudogene 25) [NCBI Gene 100271235] {aka RPS20_13_989}, APH1A (aph-1A gamma-secretase subunit) [NCBI Gene 51107] {aka 6530402N02Rik, APH-1, APH-1A, CGI-78}, CYB561 (cytochrome b561) [NCBI Gene 1534] {aka CGCytb, CYB561A1, FRRS2, ORTHYP2}, SIN3A (SIN3 transcription regulator family member A) [NCBI Gene 25942] {aka CHR15DELq24, DEL15Q24, WITKOS}, USP6NL (USP6 N-terminal like) [NCBI Gene 9712] {aka RNTRE, TRE2NL, USP6NL-IT1}, CSMD1 (CUB and Sushi multiple domains 1) [NCBI Gene 64478] {aka PPP1R24}, PMS2P1 (PMS1 homolog 2, mismatch repair system component pseudogene 1) [NCBI Gene 5379] {aka PMS2L1, PMS2L13, PMS2L6, PMS2L7, PMS2L8, PMS3}, MAPT (microtubule associated protein tau) [NCBI Gene 4137] {aka DDPAC, FTD1, FTDP-17, MAPTL, MSTD, MTBT1}, NOTCH3 (notch receptor 3) [NCBI Gene 4854] {aka CADASIL, CADASIL1, CARASIL1, CASIL, FPLD1, IMF2}, RPL38P2 (RPL38 pseudogene 2) [NCBI Gene 100129991] {aka RPL38_1_244}, PICALM (phosphatidylinositol binding clathrin assembly protein) [NCBI Gene 8301] {aka CALM, CLTH, LAP}, HDAC1 (histone deacetylase 1) [NCBI Gene 3065] {aka GON-10, HD1, KDAC1, RPD3, RPD3L1}, ADAMTS2 (ADAM metallopeptidase with thrombospondin type 1 motif 2) [NCBI Gene 9509] {aka ADAM-TS2, ADAMTS-2, ADAMTS-3, EDSDERMS, NPI, PC I-NP}, PSEN2 (presenilin 2) [NCBI Gene 5664] {aka AD3L, AD4, CMD1V, PS2, STM2}, RPS19P6 (ribosomal protein S19 pseudogene 6) [NCBI Gene 100271078] {aka RPS19_2_988}, APOE (apolipoprotein E) [NCBI Gene 348] {aka AD2, APO-E, ApoE4, LDLCQ5, LPG}
- **Diseases:** agitation (MESH:D011595), neuropsychiatric (MESH:C000631768), impaired decision-making (MESH:D020195), astrogliosis (MESH:D005911), cognitive decline (MESH:D003072), amyloid plaques (MESH:D058225), memory loss (MESH:D008569), visuospatial impairments (MESH:D000377), amyloid (MESH:C000718787), dementia (MESH:D003704), executive dysfunction (MESH:D006331), neuronal damage (MESH:D009410), depression (MESH:D003866), neuropsychiatric symptoms (MESH:D001523), brain atrophy (MESH:C566985), AD (MESH:D000544), neurodegeneration (MESH:D019636), injury to (MESH:D014947), inflammation (MESH:D007249), neurofibrillary tangles (MESH:D055956), language deficits (MESH:D007806)
- **Chemicals:** donanemab (-), lipid (MESH:D008055), lecanemab (MESH:C000612089)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** rs55889290, rs58675609, rs561655, rs12716755, rs111785670, rs117618017, rs1963159, rs769449, rs75932628, rs2452170, rs1582763, rs7384878, rs33928449, rs429358, rs679515, rs142076474, rs62061022, rs75661618, rs6891966, rs11903348, rs7412, rs9678754, rs10119, rs12942395, rs12151021, rs4663105, rs41301613, rs157591, rs187370608

## Full text

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## Figures

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## References

59 references — full list in the complete paper: https://tomesphere.com/paper/PMC12940409/full.md

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Source: https://tomesphere.com/paper/PMC12940409