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Kulminski AM, Jain‐Washburn E, Nazarian A, Wilkins HM, Veatch O, Swerdlow RH, Honea RA. Association of APOE alleles and polygenic profiles comprising APOE-TOMM40-APOC1 variants with Alzheimer's disease neuroimaging markers. Alzheimers Dement 2025; 21:e14445. [PMID: 39713891 PMCID: PMC11848341 DOI: 10.1002/alz.14445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 10/28/2024] [Accepted: 11/10/2024] [Indexed: 12/24/2024]
Abstract
INTRODUCTION TOMM40 and APOC1 variants can modulate the APOE-ε4-related Alzheimer's disease (AD) risk by up to fourfold. We aim to investigate whether the genetic modulation of ε4-related AD risk is reflected in brain morphology. METHODS We tested whether 27 magnetic resonance imaging-derived neuroimaging markers of neurodegeneration (volume and thickness in temporo-limbic regions) are associated with APOE-TOMM40-APOC1 polygenic profiles using the National Alzheimer's Coordinating Center Uniform Data Set linked to the AD Genetic Consortium data. RESULTS All brain regions studied using structural phenotypes were smaller in individuals with AD. The ε4 allele was associated with smaller limbic (entorhinal, hippocampus, parahippocampus) brain volume and cortical thickness in AD cases than controls. There were significant differences in the associations for the higher-risk and lower-risk ε4-bearing APOE-TOMM40-APOC1 profiles with temporo-limbic region markers. DISCUSSION The APOE-AD heterogeneity may be partly attributed to the modulating role of the TOMM40 and APOC1 genes in the APOE cluster. HIGHLIGHTS The ε4 allele is associated with smaller values of neuroimaging markers in AD cases. Larger values of neuroimaging markers may protect against AD in the ε4 carriers. TOMM40 and APOC1 variants differentiate AD risk in the ε4 carriers. The same variants can differentiate the links between ε4 and neuroimaging markers.
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Affiliation(s)
- Alexander M. Kulminski
- Biodemography of Aging Research UnitSocial Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Ethan Jain‐Washburn
- Biodemography of Aging Research UnitSocial Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Alireza Nazarian
- Biodemography of Aging Research UnitSocial Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Heather M. Wilkins
- Department of NeurologyUniversity of Kansas School of MedicineKansas CityKansasUSA
- University of Kansas Alzheimer's Disease CenterUniversity of Kansas School of MedicineKansas CityKansasUSA
| | - Olivia Veatch
- University of Kansas Alzheimer's Disease CenterUniversity of Kansas School of MedicineKansas CityKansasUSA
- Department of PsychiatryUniversity of Kansas School of MedicineKansas CityKansasUSA
| | - Russell H. Swerdlow
- Department of NeurologyUniversity of Kansas School of MedicineKansas CityKansasUSA
- University of Kansas Alzheimer's Disease CenterUniversity of Kansas School of MedicineKansas CityKansasUSA
| | - Robyn A. Honea
- Department of NeurologyUniversity of Kansas School of MedicineKansas CityKansasUSA
- University of Kansas Alzheimer's Disease CenterUniversity of Kansas School of MedicineKansas CityKansasUSA
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Guan R, Li C, Gu F, Li W, Wei D, Cao S, Chang F, Lei D. Single-cell transcriptomic landscape and the microenvironment of normal adjacent tissues in hypopharyngeal carcinoma. BMC Genomics 2024; 25:489. [PMID: 38760729 PMCID: PMC11100249 DOI: 10.1186/s12864-024-10321-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 04/18/2024] [Indexed: 05/19/2024] Open
Abstract
BACKGROUND The cellular origin of hypopharyngeal diseases is crucial for further diagnosis and treatment, and the microenvironment in tissues may also be associated with specific cell types at the same time. Normal adjacent tissues (NATs) of hypopharyngeal carcinoma differ from non-tumor-bearing tissues, and can influenced by the tumor. However, the heterogeneity in kinds of disease samples remains little known, and the transcriptomic profile about biological information associated with disease occurrence and clinical outcome contained in it has yet to be fully evaluated. For these reasons, we should quickly investigate the taxonomic and transcriptomic information of NATs in human hypopharynx. RESULTS Single-cell suspensions of normal adjacent tissues (NATs) of hypopharyngeal carcinoma were obtained and single-cell RNA sequencing (scRNA-seq) was performed. We present scRNA-seq data from 39,315 high-quality cells in the hypopharyngeal from five human donors, nine clusters of normal adjacent human hypopharyngeal cells were presented, including epithelial cells, endothelial cells (ECs), mononuclear phagocyte system cells (MPs), fibroblasts, T cells, plasma cells, B cells, mural cells and mast cells. Nonimmune components in the microenvironment, including epithelial cells, endothelial cells, fibroblasts and the subpopulations of them were performed. CONCLUSIONS Our data provide a solid basis for the study of single-cell landscape in human normal adjacent hypopharyngeal tissues biology and related diseases.
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Affiliation(s)
- Rui Guan
- Department of Otorhinolaryngology, NHC Key Laboratory of Otorhinolaryngology (Shandong University), Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 West Wenhua Road, Shandong, 250012, China
- Cheeloo College of Medicine, Shandong University, Jinan , Shandong, 250012, China
| | - Ce Li
- Department of Otorhinolaryngology, NHC Key Laboratory of Otorhinolaryngology (Shandong University), Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 West Wenhua Road, Shandong, 250012, China
| | - Fangmeng Gu
- Department of Otorhinolaryngology, NHC Key Laboratory of Otorhinolaryngology (Shandong University), Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 West Wenhua Road, Shandong, 250012, China
| | - Wenming Li
- Department of Otorhinolaryngology, NHC Key Laboratory of Otorhinolaryngology (Shandong University), Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 West Wenhua Road, Shandong, 250012, China
| | - Dongmin Wei
- Department of Otorhinolaryngology, NHC Key Laboratory of Otorhinolaryngology (Shandong University), Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 West Wenhua Road, Shandong, 250012, China
| | - Shengda Cao
- Department of Otorhinolaryngology, NHC Key Laboratory of Otorhinolaryngology (Shandong University), Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 West Wenhua Road, Shandong, 250012, China
| | - Fen Chang
- Department of Otorhinolaryngology, NHC Key Laboratory of Otorhinolaryngology (Shandong University), Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 West Wenhua Road, Shandong, 250012, China
| | - Dapeng Lei
- Department of Otorhinolaryngology, NHC Key Laboratory of Otorhinolaryngology (Shandong University), Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 West Wenhua Road, Shandong, 250012, China.
- Cheeloo College of Medicine, Shandong University, Jinan , Shandong, 250012, China.
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Holmes R, Duan H, Bagley O, Wu D, Loika Y, Kulminski A, Yashin A, Arbeev K, Ukraintseva S. How are APOE4, changes in body weight, and longevity related? Insights from a causal mediation analysis. FRONTIERS IN AGING 2024; 5:1359202. [PMID: 38496317 PMCID: PMC10941013 DOI: 10.3389/fragi.2024.1359202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 02/07/2024] [Indexed: 03/19/2024]
Abstract
The ε4 allele of the APOE gene (APOE4) is known for its negative association with human longevity; however, the mechanism is unclear. APOE4 is also linked to changes in body weight, and the latter changes were associated with survival in some studies. Here, we explore the role of aging changes in weight in the connection between APOE4 and longevity using the causal mediation analysis (CMA) approach to uncover the mechanisms of genetic associations. Using the Health and Retirement Study (HRS) data, we tested a hypothesis of whether the association of APOE4 with reduced survival to age 85+ is mediated by key characteristics of age trajectories of weight, such as the age at reaching peak values and the slope of the decline in weight afterward. Mediation effects were evaluated by the total effect (TE), natural indirect effect, and percentage mediated. The controlled direct effect and natural direct effect are also reported. The CMA results suggest that APOE4 carriers have 19%-22% (TE p = 0.020-0.039) lower chances of surviving to age 85 and beyond, in part, because they reach peak values of weight at younger ages, and their weight declines faster afterward compared to non-carriers. This finding is in line with the idea that the detrimental effect of APOE4 on longevity is, in part, related to the accelerated physical aging of ε4 carriers.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Svetlana Ukraintseva
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC, United States
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Lee EG, Leong L, Chen S, Tulloch J, Yu CE. APOE Locus-Associated Mitochondrial Function and Its Implication in Alzheimer's Disease and Aging. Int J Mol Sci 2023; 24:10440. [PMID: 37445616 PMCID: PMC10341489 DOI: 10.3390/ijms241310440] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 06/13/2023] [Accepted: 06/19/2023] [Indexed: 07/15/2023] Open
Abstract
The Apolipoprotein E (APOE) locus has garnered significant clinical interest because of its association with Alzheimer's disease (AD) and longevity. This genetic association appears across multiple genes in the APOE locus. Despite the apparent differences between AD and longevity, both conditions share a commonality of aging-related changes in mitochondrial function. This commonality is likely due to accumulative biological effects partly exerted by the APOE locus. In this study, we investigated changes in mitochondrial structure/function-related markers using oxidative stress-induced human cellular models and postmortem brains (PMBs) from individuals with AD and normal controls. Our results reveal a range of expressional alterations, either upregulated or downregulated, in these genes in response to oxidative stress. In contrast, we consistently observed an upregulation of multiple APOE locus genes in all cellular models and AD PMBs. Additionally, the effects of AD status on mitochondrial DNA copy number (mtDNA CN) varied depending on APOE genotype. Our findings imply a potential coregulation of APOE locus genes possibly occurring within the same topologically associating domain (TAD) of the 3D chromosome conformation. The coordinated expression of APOE locus genes could impact mitochondrial function, contributing to the development of AD or longevity. Our study underscores the significant role of the APOE locus in modulating mitochondrial function and provides valuable insights into the underlying mechanisms of AD and aging, emphasizing the importance of this locus in clinical research.
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Affiliation(s)
- Eun-Gyung Lee
- Geriatric Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA 98108, USA
| | - Lesley Leong
- Geriatric Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA 98108, USA
| | - Sunny Chen
- Geriatric Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA 98108, USA
| | - Jessica Tulloch
- Geriatric Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA 98108, USA
| | - Chang-En Yu
- Geriatric Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA 98108, USA
- Department of Medicine, University of Washington, Seattle, WA 98195, USA
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de Sousa AA, Rigby Dames BA, Graff EC, Mohamedelhassan R, Vassilopoulos T, Charvet CJ. Going beyond established model systems of Alzheimer's disease: companion animals provide novel insights into the neurobiology of aging. Commun Biol 2023; 6:655. [PMID: 37344566 PMCID: PMC10284893 DOI: 10.1038/s42003-023-05034-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 06/12/2023] [Indexed: 06/23/2023] Open
Abstract
Alzheimer's disease (AD) is characterized by brain plaques, tangles, and cognitive impairment. AD is one of the most common age-related dementias in humans. Progress in characterizing AD and other age-related disorders is hindered by a perceived dearth of animal models that naturally reproduce diseases observed in humans. Mice and nonhuman primates are model systems used to understand human diseases. Still, these model systems lack many of the biological characteristics of Alzheimer-like diseases (e.g., plaques, tangles) as they grow older. In contrast, companion animal models (cats and dogs) age in ways that resemble humans. Both companion animal models and humans show evidence of brain atrophy, plaques, and tangles, as well as cognitive decline with age. We embrace a One Health perspective, which recognizes that the health of humans is connected to those of animals, and we illustrate how such a perspective can work synergistically to enhance human and animal health. A comparative biology perspective is ideally suited to integrate insights across veterinary and human medical disciplines and solve long-standing problems in aging.
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Affiliation(s)
- Alexandra A de Sousa
- Centre for Health and Cognition, Bath Spa University, Bath, UK
- Department of Psychology, University of Bath, Bath, UK
| | - Brier A Rigby Dames
- Department of Psychology, University of Bath, Bath, UK
- Department of Computer Science, University of Bath, Bath, UK
- Department of Biology and Biochemistry, Milner Centre for Evolution, University of Bath, Bath, UK
| | - Emily C Graff
- Department of Pathobiology, College of Veterinary Medicine, Auburn University, Auburn, AL, USA
| | - Rania Mohamedelhassan
- Department of Anatomy, Physiology and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, AL, USA
| | - Tatianna Vassilopoulos
- Department of Anatomy, Physiology and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, AL, USA
| | - Christine J Charvet
- Department of Anatomy, Physiology and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, AL, USA.
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Kulminski AM, Jain‐Washburn E, Philipp I, He L, Loika Y, Loiko E, Bagley O, Ukraintseva S, Yashin A, Arbeev K, Stallard E, Feitosa MF, Schupf N, Christensen K, Culminskaya I. APOE ɛ4 allele and TOMM40-APOC1 variants jointly contribute to survival to older ages. Aging Cell 2022; 21:e13730. [PMID: 36330582 PMCID: PMC9741507 DOI: 10.1111/acel.13730] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 09/23/2022] [Accepted: 03/10/2022] [Indexed: 11/06/2022] Open
Abstract
Age-related diseases characteristic of post-reproductive life, aging, and life span are the examples of polygenic non-Mendelian traits with intricate genetic architectures. Polygenicity of these traits implies that multiple variants can impact their risks independently or jointly as combinations of specific variants. Here, we examined chances to live to older ages, 85 years and older, for carriers of compound genotypes comprised of combinations of genotypes of rs429358 (APOE ɛ4 encoding polymorphism), rs2075650 (TOMM40), and rs12721046 (APOC1) polymorphisms using data from four human studies. The choice of these polymorphisms was motivated by our prior results showing that the ɛ4 carriers having minor alleles of the other two polymorphisms were at exceptionally high risk of Alzheimer's disease (AD), compared with non-carriers of the minor alleles. Consistent with our prior findings for AD, we show here that the adverse effect of the ɛ4 allele on survival to older ages is significantly higher in carriers of minor alleles of rs2075650 and/or rs12721046 polymorphisms compared with their non-carriers. The exclusion of AD cases made this effect stronger. Our results provide compelling evidence that AD does not mediate the associations of the same compound genotypes with chances to survive until older ages, indicating the existence of genetically heterogeneous mechanisms. The survival chances can be mainly associated with lipid- and immunity-related mechanisms, whereas the AD risk, can be driven by the AD-biomarker-related mechanism, among others. Targeting heterogeneous polygenic profiles of individuals at high risks of complex traits is promising for the translation of genetic discoveries to health care.
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Affiliation(s)
- Alexander M. Kulminski
- Biodemography of Aging Research Unit, Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Ethan Jain‐Washburn
- Biodemography of Aging Research Unit, Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Ian Philipp
- Biodemography of Aging Research Unit, Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Liang He
- Biodemography of Aging Research Unit, Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Yury Loika
- Biodemography of Aging Research Unit, Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Elena Loiko
- Biodemography of Aging Research Unit, Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Olivia Bagley
- Biodemography of Aging Research Unit, Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Svetlana Ukraintseva
- Biodemography of Aging Research Unit, Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Anatoliy Yashin
- Biodemography of Aging Research Unit, Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Konstantin Arbeev
- Biodemography of Aging Research Unit, Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Eric Stallard
- Biodemography of Aging Research Unit, Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Mary F. Feitosa
- Division of Statistical Genomics, Department of GeneticsWashington University School of MedicineSt LouisMissouriUSA
| | - Nicole Schupf
- Gertrude H. Sergievsky CenterColumbia University Irving Medical CenterNew YorkNew YorkUSA
| | - Kaare Christensen
- Unit of Epidemiology, Biostatistics and Biodemography, Department of Public HealthSouthern Denmark UniversityOdenseDenmark
| | - Irina Culminskaya
- Biodemography of Aging Research Unit, Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
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