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Sazhnyev Y, Sin TN, Ma A, Chang E, Huynh L, Roszak K, Park S, Choy K, Farsiu S, Moshiri A, Thomasy SM, Yiu G. Choroidal Changes in Rhesus Macaques in Aging and Age-Related Drusen. Invest Ophthalmol Vis Sci 2023; 64:44. [PMID: 37773500 PMCID: PMC10547013 DOI: 10.1167/iovs.64.12.44] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 09/07/2023] [Indexed: 10/01/2023] Open
Abstract
Purpose Choroidal vascular changes occur with normal aging and age-related macular degeneration (AMD). Here, we evaluate choroidal thickness and vascularity in aged rhesus macaques to better understand the choroid's role in this nonhuman primate model of AMD. Methods We analyzed optical coherence tomography (OCT) images of 244 eyes from 122 rhesus macaques (aged 4-32 years) to measure choroidal thickness (CT) and choroidal vascularity index (CVI). Drusen number, size, and volume were measured by semiautomated annotation and segmentation of OCT images. We performed regression analyses to determine any association of CT or CVI with age, sex, and axial length and to determine if the presence and volume of soft drusen impacted these choroidal parameters. Results In rhesus macaques, subfoveal CT decreased with age at 3.2 µm/y (R2 = 0.481, P < 0.001), while CVI decreased at 0.66% per year (R2 = 0.257, P < 0.001). Eyes with soft drusen exhibited thicker choroid (179.9 ± 17.5 µm vs. 162.0 ± 27.9 µm, P < 0.001) and higher CVI (0.612 ± 0.051 vs. 0.577 ± 0.093, P = 0.005) than age-matched control animals. Neither CT or CVI appeared to be associated with drusen number, size, or volume in this cohort. However, some drusen in macaques were associated with underlying choroidal vessel enlargement resembling pachydrusen in human patients with AMD. Conclusions Changes in the choroidal vasculature in rhesus macaques resemble choroidal changes in human aging, but eyes with drusen exhibit choroidal thickening, increased vascularity, and phenotypic characteristics of pachydrusen observed in some patients with AMD.
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Affiliation(s)
- Yevgeniy Sazhnyev
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
- Department of Ophthalmology, California Northstate University, College of Medicine, Elk Grove, California, United States
| | - Tzu-Ni Sin
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Anthony Ma
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
- Department of Ophthalmology, California Northstate University, College of Medicine, Elk Grove, California, United States
| | - Ellie Chang
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Leon Huynh
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Karolina Roszak
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Sangwan Park
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Kevin Choy
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States
| | - Sina Farsiu
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States
- Department of Ophthalmology, Duke University Medical Center, Durham, North Carolina, United States
| | - Ala Moshiri
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Sara M. Thomasy
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Glenn Yiu
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
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Gunn BM, McNamara RP, Wood L, Taylor S, Devadhasan A, Guo W, Das J, Nilsson A, Shurtleff A, Dubey S, Eichberg M, Suscovich TJ, Saphire EO, Lauffenburger D, Coller BA, Simon JK, Alter G. Antibodies against the Ebola virus soluble glycoprotein are associated with long-term vaccine-mediated protection of non-human primates. Cell Rep 2023; 42:112402. [PMID: 37061918 PMCID: PMC10576837 DOI: 10.1016/j.celrep.2023.112402] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 01/30/2023] [Accepted: 03/31/2023] [Indexed: 04/17/2023] Open
Abstract
The 2013 Ebola epidemic in Central and West Africa heralded the emergence of wide-spread, highly pathogenic viruses. The successful recombinant vector vaccine against Ebola (rVSVΔG-ZEBOV-GP) will limit future outbreaks, but identifying mechanisms of protection is essential to protect the most vulnerable. Vaccine-induced antibodies are key determinants of vaccine efficacy, yet the mechanism by which vaccine-induced antibodies prevent Ebola infection remains elusive. Here, we exploit a break in long-term vaccine efficacy in non-human primates to identify predictors of protection. Using unbiased humoral profiling that captures neutralization and Fc-mediated functions, we find that antibodies specific for soluble glycoprotein (sGP) drive neutrophil-mediated phagocytosis and predict vaccine-mediated protection. Similarly, we show that protective sGP-specific monoclonal antibodies have elevated neutrophil-mediated phagocytic activity compared with non-protective antibodies, highlighting the importance of sGP in vaccine protection and monoclonal antibody therapeutics against Ebola virus.
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Affiliation(s)
- Bronwyn M Gunn
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Ryan P McNamara
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA.
| | - Lianna Wood
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA; Division of Gastroenterology, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
| | - Sabian Taylor
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | | | - Wenyu Guo
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Jishnu Das
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Avlant Nilsson
- Division of Gastroenterology, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
| | - Amy Shurtleff
- United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD, USA
| | | | | | | | | | - Douglas Lauffenburger
- Division of Gastroenterology, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
| | | | | | - Galit Alter
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
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Oldt RF, Bussey KJ, Settles ML, Fass JN, Roberts JA, Reader JR, Komandoor S, Abrich VA, Kanthaswamy S. MYBPC3 Haplotype Linked to Hypertrophic Cardiomyopathy in Rhesus Macaques ( Macaca mulatta). Comp Med 2020; 70:358-367. [PMID: 32753092 PMCID: PMC7574221 DOI: 10.30802/aalas-cm-19-000108] [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: 11/07/2019] [Revised: 01/13/2020] [Accepted: 02/07/2020] [Indexed: 11/05/2022]
Abstract
In humans, abnormal thickening of the left ventricle of the heart clinically defines hypertrophic cardiomyopathy (HCM), a common inherited cardiovascular disorder that can precede a sudden cardiac death event. The wide range of clinical presentations in HCM obscures genetic variants that may influence an individual's susceptibility to sudden cardiac death. Although exon sequencing of major sarcomere genes can be used to detect high-impact causal mutations, this strategy is successful in only half of patient cases. The incidence of left ventricular hypertrophy (LVH) in a managed research colony of rhesus macaques provides an excellent comparative model in which to explore the genomic etiology of severe HCM and sudden cardiac death. Because no rhesus HCM-associated mutations have been reported, we used a next-generation genotyping assay that targets 7 sarcomeric rhesus genes within 63 genomic sites that are orthologous to human genomic regions known to harbor HCM disease variants. Amplicon sequencing was performed on 52 macaques with confirmed LVH and 42 unrelated, unaffected animals representing both the Indian and Chinese rhesus macaque subspecies. Bias-reduced logistic regression uncovered a risk haplotype in the rhesus MYBPC3 gene, which is frequently disrupted in both human and feline HCM; this haplotype implicates an intronic variant strongly associated with disease in either homozygous or carrier form. Our results highlight that leveraging evolutionary genomic data provides a unique, practical strategy for minimizing population bias in complex disease studies.
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Affiliation(s)
- Robert F Oldt
- School of Mathematical and Natural Sciences, Arizona State University at the West Campus, Glendale, Arizona; Evolutionary Biology Graduate Program, School of Life Sciences, Arizona State University at the West Campus, Glendale, Arizona;,
| | - Kimberly J Bussey
- School of Mathematical and Natural Sciences, Arizona State University at the West Campus, Glendale, Arizona; BEYOND Center for Fundamental Concepts in Science, Arizona State University at the West Campus, Glendale, Arizona
| | - Matthew L Settles
- Bioinformatics Core, UC Davis Genome Center, University of California, Davis, California
| | - Joseph N Fass
- Bioinformatics Core, UC Davis Genome Center, University of California, Davis, California
| | - Jeffrey A Roberts
- California National Primate Research Center, University of California, Davis, California
| | - J Rachel Reader
- California National Primate Research Center, University of California, Davis, California
| | | | - Victor A Abrich
- Division of Cardiovascular Diseases, Mayo Clinic, Scottsdale, Arizona
| | - Sreetharan Kanthaswamy
- School of Mathematical and Natural Sciences, Arizona State University at the West Campus, Glendale, Arizona; Evolutionary Biology Graduate Program, School of Life Sciences, Arizona State University at the West Campus, Glendale, Arizona; California National Primate Research Center, University of California, Davis, California
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Bimber BN, Ramakrishnan R, Cervera-Juanes R, Madhira R, Peterson SM, Norgren RB, Ferguson B. Whole genome sequencing predicts novel human disease models in rhesus macaques. Genomics 2017; 109:214-220. [PMID: 28438488 DOI: 10.1016/j.ygeno.2017.04.001] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Revised: 04/10/2017] [Accepted: 04/14/2017] [Indexed: 12/23/2022]
Abstract
Rhesus macaques are an important pre-clinical model of human disease. To advance our understanding of genomic variation that may influence disease, we surveyed genome-wide variation in 21 rhesus macaques. We employed best-practice variant calling, validated with Mendelian inheritance. Next, we used alignment data from our cohort to detect genomic regions likely to produce inaccurate genotypes, potentially due to either gene duplication or structural variation between individuals. We generated a final dataset of >16 million high confidence variants, including 13 million in Chinese-origin rhesus macaques, an increasingly important disease model. We detected an average of 131 mutations predicted to severely alter protein coding per animal, and identified 45 such variants that coincide with known pathogenic human variants. These data suggest that expanded screening of existing breeding colonies will identify novel models of human disease, and that increased genomic characterization can help inform research studies in macaques.
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Affiliation(s)
- Benjamin N Bimber
- Division of Neurosciences, Oregon National Primate Research Center, Oregon Health & Sciences University, Beaverton, OR 97006, United States
| | - Ranjani Ramakrishnan
- Division of Neurosciences, Oregon National Primate Research Center, Oregon Health & Sciences University, Beaverton, OR 97006, United States
| | - Rita Cervera-Juanes
- Division of Neurosciences, Oregon National Primate Research Center, Oregon Health & Sciences University, Beaverton, OR 97006, United States
| | - Ravi Madhira
- Oregon Health & Sciences University, Portland, OR 97239, United States
| | - Samuel M Peterson
- Division of Neurosciences, Oregon National Primate Research Center, Oregon Health & Sciences University, Beaverton, OR 97006, United States
| | - Robert B Norgren
- Dept. of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE 68198, United States
| | - Betsy Ferguson
- Division of Neurosciences, Oregon National Primate Research Center, Oregon Health & Sciences University, Beaverton, OR 97006, United States.
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Ng J, Fass JN, Durbin-Johnson B, Smith DG, Kanthaswamy S. Identifying rhesus macaque gene orthologs using heterospecific human CNV probes. GENOMICS DATA 2015; 6:202-7. [PMID: 26697375 PMCID: PMC4664757 DOI: 10.1016/j.gdata.2015.09.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/24/2015] [Accepted: 09/12/2015] [Indexed: 12/14/2022]
Abstract
We used the Affymetrix(®) Genome-Wide Human SNP Array 6.0 to identify heterospecific markers and compare copy number and structural genomic variation between humans and rhesus macaques. Over 200,000 human copy number variation (CNV) probes were mapped to a Chinese and an Indian rhesus macaque sample. Observed genomic rearrangements and synteny were in agreement with the results of a previously published genomic comparison between humans and rhesus macaques. Comparisons between each of the two rhesus macaques and humans yielded 206 regions with copy numbers that differed by at least two fold in the Indian rhesus macaque and human, 32 in the Chinese rhesus macaque and human, and 147 in both rhesus macaques. The detailed genomic map and preliminary CNV data are useful for better understanding genetic variation in rhesus macaques, identifying derived changes in human CNVs that may have evolved by selection, and determining the suitability of rhesus macaques as human models for particular biomedical studies.
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Affiliation(s)
- Jillian Ng
- Molecular Anthropology Laboratory, Department of Anthropology, University of California, Davis, CA, USA
| | - Joseph N. Fass
- Genome Center Bioinformatics Core, University of California, Davis, CA, USA
| | | | - David Glenn Smith
- Molecular Anthropology Laboratory, Department of Anthropology, University of California, Davis, CA, USA
- California National Primate Research Center, University of California, Davis, CA, USA
| | - Sree Kanthaswamy
- California National Primate Research Center, University of California, Davis, CA, USA
- School of Mathematics and Natural Sciences, Arizona State University (ASU) at the West Campus, Glendale, AZ, USA
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