Roger N. Rosenberg’s research while affiliated with Methodist Dallas Medical Center and other places

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Publications (316)


Beyond GWAS: Investigating Structural Variants and Their Segregation in Familial Alzheimer’s Disease
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January 2025

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André Corvelo

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Badri N Vardarajan

Background Late‐Onset Alzheimer’s Disease (LOAD) is characterized by genetic heterogeneity and there is no single model explaining the genetic mode of inheritance. To date, more than 70 genetic loci associated with AD have been identified but they explain only a small proportion of AD heritability. Structural variants (SVs) may explain some of the missing AD heritability, and specifically, their segregation in AD families has yet to be investigated. Method We analyzed WGS data from 197 NHW families (926 subjects, 58.5% affected) and 214 CH families (1,340 subjects, 59.17% affected). Manta, Absinthe, and MELT were used for large insertions/deletions calling from short‐read WGS, combined with Sniffles2 calls from 4 ONT‐sequenced genomes and an external SV call set from HGSVC on 32 PacBio‐sequenced genomes from the 1000 Genomes Project. Genotyping produced a unified project‐level VCF. We identified 45,251 insertions and 76,566 deletions genome‐wide. Variants were tested for segregation and pathogenicity using Annot‐SV, cadd‐SV, and Variant Effect Predictor. Segregation required SV presence in all affected family members and only in unaffected members five years younger than average disease onset. Result We identified 453 insertions and 598 deletions segregating in 78.68% and 87.31% of NHW families, respectively. In CH families, 432 insertions and 460 deletions were segregating in 75.23% and 72.90% of the families, respectively. Genes overlapping with the SVs exhibited high expression levels in brain tissues. Notably, around 93% of insertions and 76% of deletions segregating in NHW and CH families were less than 1 kilobase pair (1kbp) in length. A total of 79 insertions and 96 deletions were found to be segregating in both NHW and CH families. Interestingly, a segregating insertion was observed in CH families overlapping within the CACNA2D3 gene, which was previously reported in a CH GWAS for clinical AD. A deletion segregating in NHW overlapped with the PSEN1, and another in a CH family overlapped with the PTK2B gene. Conclusion Our findings suggested that there are several SVs associated with familial AD across CH and NHW families. Prioritizing the SVs based on their effects on gene function and expression will be helpful in understanding their contributions in AD.

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A filtering process was described in the methods to identify rare variants (gnomAD MAF less than 1%) with complete of incomplete segregation in families. Segregation was defined as being present in all affected members of a family. If a variant segregated in one family and showed incomplete segregation in another family, we required a qualifying variant to be seen only in affected members. Unaffected family members with qualifying variants were accepted if their age was ≥5 years below the age at onset of the affected carriers. **Incomplete segregation was defined as variants present in at least four affected individuals with AD in the specific cohort (AD‐FBS or EFIGA), observed in more affected than unaffected individuals, and if present in unaffected individuals if their age was ≥5 years below the age at onset of the affected carriers.
Missense and loss‐of‐function variants at GWAS loci in familial Alzheimer's disease

September 2024

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53 Reads

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2 Citations

BACKGROUND Few rare variants have been identified in genetic loci from genome‐wide association studies (GWAS) of Alzheimer's disease (AD), limiting understanding of mechanisms, risk assessment, and genetic counseling. METHODS Using genome sequencing data from 197 families in the National Institute on Aging Alzheimer's Disease Family Based Study and 214 Caribbean Hispanic families, we searched for rare coding variants within known GWAS loci from the largest published study. RESULTS Eighty‐six rare missense or loss‐of‐function (LoF) variants completely segregated in 17.5% of families, but in 91 (22.1%) families Apolipoprotein E (APOE)‐𝜀4 was the only variant segregating. However, in 60.3% of families, APOE 𝜀4, missense, and LoF variants were not found within the GWAS loci. DISCUSSION Although APOE 𝜀4and several rare variants were found to segregate in both family datasets, many families had no variant accounting for their disease. This suggests that familial AD may be the result of unidentified rare variants. Highlights Rare coding variants from GWAS loci segregate in familial Alzheimer's disease. Missense or loss of function variants were found segregating in nearly 7% of families. APOE‐𝜀4 was the only segregating variant in 29.7% in familial Alzheimer's disease. In Hispanic and non‐Hispanic families, different variants were found in segregating genes. No coding variants were found segregating in many Hispanic and non‐Hispanic families.


Details of variants that are completely segregating in at least one family
Identification of Rare Damaging Missense and Loss of Function Variants in GWAS Loci Using Genome Sequencing Data from Two Cohorts of Familial Late-Onset Alzheimer's Disease

December 2023

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PURPOSE. Few rare pathogenic variants have been identified in more than 70 genetic loci from genome wide association studies of late-onset Alzheimer's disease (AD), limiting research on underlying mechanisms, risk assessment, and genetic counseling. METHODS. Using genome sequencing data from 197 families in The National Institute on Aging Alzheimer's Disease Family Based Study (AD-FBS), and 214 families in The Estudio Familiar de la Influencia Genetica en Alzheimer (EFIGA), we characterized rare coding variants predicted to highly damaging missense or loss of function variants (LoF) within known GWAS loci. RESULTS. Eight coding and one LoF variant segregated in 10 (5.1%) AD-FBS families and 16 coding and two LoF variants segregated in 18 (8.4%) EFIGA families. ABCA7 and AKAP9 contained the most damaging variants. In 51 (25.9%) of the AD-FBS and in 26 (12.1%) of the EFIGA families, APOEϵ4 was the only variant segregating with familial AD (fAD). Neither APOEϵ4 nor missense or LoF variants were found in 44.1% of the AD-FBS and 62.1% of the EFIGA families. CONCLUSIONS. Although rare variants were found in both family groups, many families had no gene variant segregating within the family, indicating that the genetic basis for AD has yet to be fully defined.


Multi-ancestry genome-wide meta-analysis of 56,241 individuals identifies LRRC4C, LHX5-AS1 and nominates ancestry-specific loci PTPRK, GRB14, and KIAA0825 as novel risk loci for Alzheimer disease: the Alzheimer Disease Genetics Consortium

July 2023

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425 Reads

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4 Citations

Limited ancestral diversity has impaired our ability to detect risk variants more prevalent in non-European ancestry groups in genome-wide association studies (GWAS). We constructed and analyzed a multi-ancestry GWAS dataset in the Alzheimer Disease (AD) Genetics Consortium (ADGC) to test for novel shared and ancestry-specific AD susceptibility loci and evaluate underlying genetic architecture in 37,382 non-Hispanic White (NHW), 6,728 African American, 8,899 Hispanic (HIS), and 3,232 East Asian individuals, performing within-ancestry fixed-effects meta-analysis followed by a cross-ancestry random-effects meta-analysis. We identified 13 loci with cross-ancestry associations including known loci at/near CR1, BIN1, TREM2, CD2AP, PTK2B, CLU, SHARPIN, MS4A6A, PICALM, ABCA7, APOE and two novel loci not previously reported at 11p12 (LRRC4C) and 12q24.13 (LHX5-AS1). Reflecting the power of diverse ancestry in GWAS, we observed the SHARPIN locus using 7.1% the sample size of the original discovering single-ancestry GWAS (n=788,989). We additionally identified three GWS ancestry-specific loci at/near (PTPRK (P=2.4E10-8) and GRB14 (P=1.7E10-8) in HIS), and KIAA0825 (P=2.9E10-8 in NHW). Pathway analysis implicated multiple amyloid regulation pathways (strongest with Padjusted=1.6E10-4) and the classical complement pathway (Padjusted=1.3E10-3). Genes at/near our novel loci have known roles in neuronal development (LRRC4C, LHX5-AS1, and PTPRK) and insulin receptor activity regulation (GRB14). These findings provide compelling support for using traditionally-underrepresented populations for gene discovery, even with smaller sample sizes.


PRS in the NIALOAD dataset. (A) Distribution of PRS by AD and APOE‐ε4 status in NIALOAD cohort (left) and distribution of PRS in clinical and autopsy confirmed AD and healthy controls (right). (B) Proportion of cases by each quintile of the PRS (NIA‐LOAD). (C) Correlation of PRS in siblings and unrelated pairs of individuals. One sibling pair was randomly selected from each family (666 families) to construct a dataset. This process was repeated 100 times. The paired correlation between the PRS of siblings and p‐value were calculated for each dataset. The average sibling correlation of PRS in the 100 iterations was 0.52. Among 846 unrelated individuals, were created random pairs and computed the PRS correlation for comparison. The left panel shows sibling correlation of PRS for one instance (correlation = 0.50 and p = 6.1e‐60). The right panel shows the PRS correlation among pairs of unrelated individuals −0.06 (p = 0.23). (D) Percentage of siblings with PRS in the highest 1st, 5th, 10th and 20th percentile when the other sibling also has PRS within that threshold.
Age specific cumulative penetrance comparisons between various groups. The solid lines represent the point estimates of penetrance from 1000 iterations and the dotted lines show the 95% confidence intervals. (A) Age‐specific cumulative penetrance of highest quintile and lowest quintiles PRS. (B) Age‐specific cumulative penetrance in highest quintile PRS versus APOE‐ε4 allele. (C) Age specific cumulative penetrance in highest and lowest quintile PRS among APOE‐ε4 carriers. (D) Age specific cumulative penetrance of highest quintile and lowest quintile PRS among APOE ε4 non‐carriers (APOE ε3 or ε2 carriers).
PRS association with Alzheimer's disease, amount of phenotypic variability explained, and recurrence risk conferred by PRS.
Association of age at Onset of AD in patients with PRS.
Recurrence risk in NIA-LOAD: Recurrence risk of a sibling with an affected proband carrying a high PRS (at different percentile levels of the distribution).
Polygenic risk score penetrance & recurrence risk in familial Alzheimer disease

March 2023

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95 Reads

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5 Citations

Objective: To compute penetrance and recurrence risk using a genome-wide PRS (including and excluding the APOE region) in families with Alzheimer's disease. Methods: Genotypes from the National Institute on Aging Late-Onset Alzheimer's Disease Family-Based Study and a study of familial Alzheimer's disease in Caribbean Hispanics were used to compute PRS with and without variants in the 2 MB region flanking APOE. PRS was calculated in using clumping/thresholding and Bayesian methods and was assessed for association with Alzheimer's disease and age at onset. Penetrance and recurrence risk for carriers in highest and lowest PRS quintiles were compared separately within APOE-ε4 carriers and non-carriers. Results: PRS excluding the APOE region was strongly associated with clinical and neuropathological diagnosis of AD. PRS association with AD was similar in participants who did not carry an APOE-ε4 allele (OR = 1.74 [1.53-1.91]) compared with APOE-ε4 carriers (1.53 [1.4-1.68]). Compared to the lowest quintile, the highest PRS quintile had a 10% higher penetrance at age 70 (p = 0.0006) and a 20% higher penetrance at age 80 (p < 10e-05). Stratifying by APOE-ε4 allele, PRS in the highest quintile was significantly more penetrant than the lowest quintile, both, within APOE-ε4 carriers (14.5% higher at age 80, p = 0.002) and non-carriers (26% higher at 80, p < 10e-05). Recurrence risk for siblings conferred by a co-sibling in the highest PRS quintile increased from 4% between the ages of 65-74 years to 39% at age 85 and older. Interpretation: PRS can be used to estimate penetrance and recurrence risk in familial Alzheimer's disease among carriers and non-carries of APOE-ε4.


DNA Aβ42 immunization via needle-less Jet injection in mice and rabbits as potential immunotherapy for Alzheimer's disease

March 2023

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37 Reads

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4 Citations

Journal of the Neurological Sciences

Alzheimer's disease (AD) is the most common form of dementia found in the elderly and disease progression is associated with accumulation of Amyloid beta 1-42 (Aβ42) in brain. An immune-mediated approach as a preventive intervention to reduce amyloid plaques without causing brain inflammation is highly desirable for future clinical use. Genetic immunization, in which the immunizing agent is DNA encoding Aβ42, has great potential because the immune response to DNA delivered into the skin is generally non-inflammatory, and thus differs quantitatively and qualitatively from immune responses elicited by peptides, which are inflammatory with production of IFNγ and IL-17 cytokines by activated T cells. DNA immunization has historically been proven difficult to apply to larger mammals. A potential barrier to use DNA immunization in large mammals is the method for delivery of the DNA antigen. We tested jet injection in mice and rabbits and found good antibody production and safe immune responses (no inflammatory cytokines). We found significant reduction of amyloid plaques and Aβ peptides in brains of the DNA Aβ42 immunized 3xTg-AD mouse model. This study was designed to optimize DNA delivery for possible testing of the DNA Aβ42 vaccine for AD prevention in a clinical trial.


Citations (58)


... snRNA-seq preserves the cellular heterogeneity of the brain, allowing us to pinpoint how APOE-ε4 influences distinct populations. Therefore, we performed single nucleus sequencing from 52 available Hispanic brain tissues in New York Brain Bank (NYBB) collected through Washington Heights and Inwood Community Aging project (WHICAP) [22][23][24] , Estudio Familiar de Influencia Genetica en Alzheimer (EFIGA) [25][26][27][28] and National Institute on Aging Alzheimer's Disease Family Based Study (NIA-ADFBS) 28,29 . We provide a resource for Hispanic brain multiome, and altered molecular mechanisms biologically related to APOE genotypes. ...

Reference:

Single-nucleus multiomics in brains from Hispanic individuals reveal APOE-ε4-driven disruption of focal adhesion signaling in the presence of cerebrovascular pathology
Missense and loss‐of‐function variants at GWAS loci in familial Alzheimer's disease

... We replicated these findings using snSeq data from the ROSMAP cohort 35-37 . We tested the generalizability of the findings from our Hispanic cohort that bears a higher cerebrovascular comorbidity load 15,16,27,28 , in a predominantly non-Hispanic white ROSMAP cohort 38 ( Fig. 4; Extended Data Table 6). We identified 319 common DEGs (21.4% of all DEGs in ROSMAP) between the two datasets (Extended Data Table 7), with 296 showing co-directional changes in at least one corresponding cell type (Fig. 4b). ...

Identification of Rare Damaging Missense and Loss of Function Variants in GWAS Loci Using Genome Sequencing Data from Two Cohorts of Familial Late-Onset Alzheimer's Disease

... The number of patients affected by neurodegenerative diseases increases continuously, probably due to different factors, the simplest one being extended life span [58]. Unfortunately, there is no intervention to date to cure or stop progression in any of these diseases. ...

Age-Specific Incidence Rate For Dementia And Alzheimer’s Disease In NIA-LOAD/NCRAD and EFIGA Families (P2.148)
  • Citing Article
  • April 2014

Neurology

... Accordingly, in the present study, we conducted transethnic, fine-mapping analysis of SORL1 AD-protective genetic factors in both East Asian and European populations.38 Our analysis identified variants and haplotypes that exert strong AD-protective effects but have not been covered by large-scale GWASs.64 Specifically, we identified SORL1 haplotype Hap_A, which confers dominant AD-protective effects in the general population. ...

Multi-ancestry genome-wide meta-analysis of 56,241 individuals identifies LRRC4C, LHX5-AS1 and nominates ancestry-specific loci PTPRK, GRB14, and KIAA0825 as novel risk loci for Alzheimer disease: the Alzheimer Disease Genetics Consortium

... Hispanics are underrepresented in PRS research due to the lack of Hispanic-specific genome-wide association studies (GWAS) and limited inclusion in population-based AD studies. A few studies explored PRS performance in Hispanics; however, these studies either used GWAS data from non-Hispanic populations or summary statistics from exploratory Hispanic GWAS, with limited statistical power and applied single-ancestry PRS methods that need further validation [4][5][6] . Researchers have also conducted meta-analyses of GWAS in AD across diverse populations and developed a multi-ancestry PRS for a three-way admixed Colombian population 7 . ...

Polygenic risk score penetrance & recurrence risk in familial Alzheimer disease

... Strong evidence has implicated the complement system in the pathogenesis of Alzheimer's disease [72][73][74][75][76], but questions remain regarding the impact of sex on complement activation and microglial phagocytosis. Several studies point to more potent and plentiful complement factors, and higher rates of microglial phagocytosis in males [77][78][79][80], while others find the opposite sex-difference in females [81][82][83]. ...

Glial cell transcriptome analyses in 3xTg-AD mice: Effects of aging, disease progression, and anti-Aβ immunotherapy

Aging Brain

... 4,5). Interestingly, several groups documented the effect of using electroporation and NFIS together [59][60][61][62]. For instance, Hallengard et al. showed that the combination of both a jet injector and an electroporation system can significantly raise the therapeutic effect of plasmid DNA vaccines [63]. ...

DNA Aβ42 immunization via needle-less Jet injection in mice and rabbits as potential immunotherapy for Alzheimer's disease
  • Citing Article
  • March 2023

Journal of the Neurological Sciences

... Clinical relevance in these CN and SMC cases is likely to be limited, however, as suggested by the small changes in successive mean values ( Table 2; column 3) with reference to the 0.05 cutoff value over 12 months proposed by Tahami Monfarad et al. 19 Based on a much larger and consistent sample, although with different partitioning, these tabulated results compare well with the plotted results in Wang et al. 11 ...

Assessing the Clinical Meaningfulness of the Alzheimer’s Disease Composite Score (ADCOMS) Tool

Neurology and Therapy

... Recent research trends have supported metabolic and immuno-metabolic hypotheses of AD etiology, pointing to perturbations within mitochondrial function, impairments in glucose metabolism and other bioenergetic alterations both peripherally and within the brain as potentially causal mechanisms for dementia and the associated hallmark accumulation of amyloid beta (Aβ) [13][14][15][16][17][18][19][20]. We and others hypothesize that APOE could be partly responsible for the complex, interwoven shifts seen in aging and AD, with APOE ε4 influencing both brain and blood metabolomes [16,[21][22][23]. A recent case report of an individual homozygous for the APOE Christchurch mutation, resistant to a familial PSEN1 mutation, suggests APOE's effects are upstream of amyloid production [24]. ...

Manifestations of Alzheimer’s disease genetic risk in the blood are evident in a multiomic analysis in healthy adults aged 18 to 90

... However, a great number of epidemiological, clinical, and experimental studies now widely recognize neuroinflammation as a central feature of AD, highlighting its key role in the disease's pathological process (Heneka et al. 2015;Prins et al. 2022;Castro-Gomez and Heneka 2024). Genome-wide association studies (GWAS) have shown that over 51% of Alzheimer's disease risk genes are enriched in innate immune system pathways (Bellenguez et al. 2022;Kunkle et al. 2019;Jansen et al. 2019). Additionally, rare AD risk variants have been identified in genes crucial for immune responses, particularly those involved in microglial activation and phagocytic functions (e.g TREM2, APOE) (Ray et al. 2024;Bis et al. 2020;Keren-Shaul et al. 2017). ...

New insights into the genetic etiology of Alzheimer’s disease and related dementias

Nature Genetics