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result(s) for
"Swain, Amanda"
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Human and mouse single-nucleus transcriptomics reveal TREM2-dependent and TREM2-independent cellular responses in Alzheimer’s disease
2020
Glia have been implicated in Alzheimer’s disease (AD) pathogenesis. Variants of the microglia receptor triggering receptor expressed on myeloid cells 2 (TREM2) increase AD risk, and activation of disease-associated microglia (DAM) is dependent on TREM2 in mouse models of AD. We surveyed gene-expression changes associated with AD pathology and TREM2 in 5XFAD mice and in human AD by single-nucleus RNA sequencing. We confirmed the presence of
Trem2
-dependent DAM and identified a previously undiscovered Serpina3n
+
C4b
+
reactive oligodendrocyte population in mice. Interestingly, remarkably different glial phenotypes were evident in human AD. Microglia signature was reminiscent of IRF8-driven reactive microglia in peripheral-nerve injury. Oligodendrocyte signatures suggested impaired axonal myelination and metabolic adaptation to neuronal degeneration. Astrocyte profiles indicated weakened metabolic coordination with neurons. Notably, the reactive phenotype of microglia was less evident in
TREM2-
R47H and
TREM2
-R62H carriers than in non-carriers, demonstrating a TREM2 requirement in both mouse and human AD, despite the marked species-specific differences.
Single-nucleus RNA sequencing in a mouse model of Aβ accumulation and postmortem brain tissue from people with Alzheimer’s disease reveals substantial species-specific differences in transcriptional signatures, but both point to the contribution of glia and the importance of TREM2.
Journal Article
Complete deconvolution of cellular mixtures based on linearity of transcriptional signatures
2019
Changes in bulk transcriptional profiles of heterogeneous samples often reflect changes in proportions of individual cell types. Several robust techniques have been developed to dissect the composition of such mixed samples given transcriptional signatures of the pure components or their proportions. These approaches are insufficient, however, in situations when no information about individual mixture components is available. This problem is known as the complete deconvolution problem, where the composition is revealed without any a priori knowledge about cell types and their proportions. Here, we identify a previously unrecognized property of tissue-specific genes – their mutual linearity – and use it to reveal the structure of the topological space of mixed transcriptional profiles and provide a noise-robust approach to the complete deconvolution problem. Furthermore, our analysis reveals systematic bias of all deconvolution techniques due to differences in cell size or RNA-content, and we demonstrate how to address this bias at the experimental design level.
Complete gene expression deconvolution remains a challenging problem. Here, the authors provide a solution based on the recognition that expression levels of cell type specific genes are mutually linear across mixtures and mutually linear gene clusters correspond to cell type-specific signatures.
Journal Article
Genome-wide and high-density CRISPR-Cas9 screens identify point mutations in PARP1 causing PARP inhibitor resistance
2018
Although PARP inhibitors (PARPi) target homologous recombination defective tumours, drug resistance frequently emerges, often via poorly understood mechanisms. Here, using genome-wide and high-density CRISPR-Cas9 “tag-mutate-enrich” mutagenesis screens, we identify close to full-length mutant forms of PARP1 that cause in vitro and in vivo PARPi resistance. Mutations both within and outside of the PARP1 DNA-binding zinc-finger domains cause PARPi resistance and alter PARP1 trapping, as does a PARP1 mutation found in a clinical case of PARPi resistance. This reinforces the importance of trapped PARP1 as a cytotoxic DNA lesion and suggests that PARP1 intramolecular interactions might influence PARPi-mediated cytotoxicity.
PARP1
mutations are also tolerated in cells with a pathogenic
BRCA1
mutation where they result in distinct sensitivities to chemotherapeutic drugs compared to other mechanisms of PARPi resistance (
BRCA1
reversion,
53BP1
,
REV7
(
MAD2L2
) mutation), suggesting that the underlying mechanism of PARPi resistance that emerges could influence the success of subsequent therapies.
The mechanisms of PARP inhibitor (PARPi) resistance are poorly understood. Here the authors employ a CRISPR mutagenesis approach to identify PARP1 mutants causing PARPi resistance and find that PARP1 mutations are tolerated in BRCA1 mutated cells, suggesting alternative resistance mechanisms.
Journal Article
Comparative evaluation of itaconate and its derivatives reveals divergent inflammasome and type I interferon regulation in macrophages
by
Stewart, Kelly M.
,
Andhey, Prabhakar Sairam
,
Artyomov, Maxim N.
in
13/21
,
631/250/2504/342
,
631/250/256/2516
2020
Following activation, macrophages undergo extensive metabolic rewiring
1
,
2
. Production of itaconate through the inducible enzyme IRG1 is a key hallmark of this process
3
. Itaconate inhibits succinate dehydrogenase
4
,
5
, has electrophilic properties
6
and is associated with a change in cytokine production
4
. Here, we compare the metabolic, electrophilic and immunologic profiles of macrophages treated with unmodified itaconate and a panel of commonly used itaconate derivatives to examine its role. Using wild-type and
Irg1
−
/
−
macrophages, we show that neither dimethyl itaconate, 4-octyl itaconate nor 4-monoethyl itaconate are converted to intracellular itaconate, while exogenous itaconic acid readily enters macrophages. We find that only dimethyl itaconate and 4-octyl itaconate induce a strong electrophilic stress response, in contrast to itaconate and 4-monoethyl itaconate. This correlates with their immunosuppressive phenotype: dimethyl itaconate and 4-octyl itaconate inhibited IκBζ and pro-interleukin (IL)-1β induction, as well as IL-6, IL-10 and interferon-β secretion, in an NRF2-independent manner. In contrast, itaconate treatment suppressed IL-1β secretion but not pro-IL-1β levels and, surprisingly, strongly enhanced lipopolysaccharide-induced interferon-β secretion. Consistently,
Irg1
−/−
macrophages produced lower levels of interferon and reduced transcriptional activation of this pathway. Our work establishes itaconate as an immunoregulatory, rather than strictly immunosuppressive, metabolite and highlights the importance of using unmodified itaconate in future studies.
Itaconate production is a hallmark of inflammatory activated macrophages. Swain et al. compare the biological effects of itaconate and its common derivatives, identifying a new regulatory mode of inhibiting IL-1β secretion and enhancing IFN-β signalling.
Journal Article
Human early-onset dementia caused by DAP12 deficiency reveals a unique signature of dysregulated microglia
by
Gilfillan, Susan
,
Takao, Masaki
,
Kakita, Akiyoshi
in
631/250/371
,
631/61/514/1949
,
Alzheimer's disease
2023
The TREM2–DAP12 receptor complex sustains microglia functions. Heterozygous hypofunctional TREM2 variants impair microglia, accelerating late-onset Alzheimer’s disease. Homozygous inactivating variants of
TREM2
or
TYROBP-
encoding DAP12 cause Nasu–Hakola disease (NHD), an early-onset dementia characterized by cerebral atrophy, myelin loss and gliosis. Mechanisms underpinning NHD are unknown. Here, single-nucleus RNA-sequencing analysis of brain specimens from DAP12-deficient NHD individuals revealed a unique microglia signature indicating heightened RUNX1, STAT3 and transforming growth factor-β signaling pathways that mediate repair responses to injuries. This profile correlated with a wound healing signature in astrocytes and impaired myelination in oligodendrocytes, while pericyte profiles indicated vascular abnormalities. Conversely, single-nuclei signatures in mice lacking DAP12 signaling reflected very mild microglial defects that did not recapitulate NHD. We envision that DAP12 signaling in microglia attenuates wound healing pathways that, if left unchecked, interfere with microglial physiological functions, causing pathology in human. The identification of a dysregulated NHD microglia signature sparks potential therapeutic strategies aimed at resetting microglia signaling pathways.
Colonna and colleagues report dysregulated gene expression in microglia harboring homozygous mutations of
DAP12
from individuals with Nasu–Hakola disease, a form of early-onset dementia.
Journal Article
Myeloid cell interferon responses correlate with clearance of SARS-CoV-2
2022
Emergence of mutant SARS-CoV-2 strains associated with an increased risk of COVID-19-related death necessitates better understanding of the early viral dynamics, host responses and immunopathology. Single cell RNAseq (scRNAseq) allows for the study of individual cells, uncovering heterogeneous and variable responses to environment, infection and inflammation. While studies have reported immune profiling using scRNAseq in terminal human COVID-19 patients, performing longitudinal immune cell dynamics in humans is challenging. Macaques are a suitable model of SARS-CoV-2 infection. Our longitudinal scRNAseq of bronchoalveolar lavage (BAL) cell suspensions from young rhesus macaques infected with SARS-CoV-2 (
n
= 6) demonstrates dynamic changes in transcriptional landscape 3 days post- SARS-CoV-2-infection (3dpi; peak viremia), relative to 14-17dpi (recovery phase) and pre-infection (baseline) showing accumulation of distinct populations of both macrophages and T-lymphocytes expressing strong interferon-driven inflammatory gene signature at 3dpi. Type I interferon response is induced in the plasmacytoid dendritic cells with appearance of a distinct HLADR
+
CD68
+
CD163
+
SIGLEC1
+
macrophage population exhibiting higher angiotensin-converting enzyme 2 (ACE2) expression. These macrophages are significantly enriched in the lungs of macaques at 3dpi and harbor SARS-CoV-2 while expressing a strong interferon-driven innate anti-viral gene signature. The accumulation of these responses correlated with decline in viremia and recovery.
To gain insights into the early immune dynamics of transcriptional changes during SARS-CoV-2 infection, Singh et al. provide longitudinal scRNA-Seq of the broncho-alveolar compartment of SARS-CoV-2 infected rhesus macaques. They observe an accumulation of a distinct macrophage population that possesses an interferon-driven innate anti-viral gene signature early during infection that correlates with viral clearance.
Journal Article
Intestinal cell diversity and treatment responses in a parasitic nematode at single cell resolution
by
Rosa, Bruce A
,
Jasmer, Douglas P
,
Mitreva, Makedonka
in
Animal Genetics and Genomics
,
Animals
,
Anthelmintic agents
2024
Background
Parasitic nematodes, significant pathogens for humans, animals, and plants, depend on diverse organ systems for intra-host survival. Understanding the cellular diversity and molecular variations underlying these functions holds promise for developing novel therapeutics, with specific emphasis on the neuromuscular system’s functional diversity. The nematode intestine, crucial for anthelmintic therapies, exhibits diverse cellular phenotypes, and unraveling this diversity at the single-cell level is essential for advancing knowledge in anthelmintic research across various organ systems.
Results
Here, using novel single-cell transcriptomics datasets, we delineate cellular diversity within the intestine of adult female
Ascaris suum
, a parasitic nematode species that infects animals and people. Gene transcripts expressed in individual nuclei of untreated intestinal cells resolved three phenotypic clusters, while lower stringency resolved additional subclusters and more potential diversity. Clusters 1 and 3 phenotypes displayed variable congruence with scRNA phenotypes of
C. elegans
intestinal cells, whereas the
A. suum
cluster 2 phenotype was markedly unique. Distinct functional pathway enrichment characterized each
A. suum
intestinal cell cluster. Cluster 2 was distinctly enriched for Clade III-associated genes, suggesting it evolved within clade III nematodes. Clusters also demonstrated differential transcriptional responsiveness to nematode intestinal toxic treatments, with Cluster 2 displaying the least responses to short-term intra-pseudocoelomic nematode intestinal toxin treatments.
Conclusions
This investigation presents advances in knowledge related to biological differences among major cell populations of adult
A. suum
intestinal cells. For the first time, diverse nematode intestinal cell populations were characterized, and associated biological markers of these cells were identified to support tracking of constituent cells under experimental conditions. These advances will promote better understanding of this and other parasitic nematodes of global importance, and will help to guide future anthelmintic treatments.
Journal Article
β-Catenin Is Required for Prostate Development and Cooperates with Pten Loss to Drive Invasive Carcinoma
by
Thomsen, Martin K.
,
Francis, Jeffrey C.
,
Taketo, Makoto M.
in
Animals
,
beta Catenin - genetics
,
beta Catenin - metabolism
2013
Prostate cancer is a major cause of male death in the Western world, but few frequent genetic alterations that drive prostate cancer initiation and progression have been identified. β-Catenin is essential for many developmental processes and has been implicated in tumorigenesis in many tissues, including prostate cancer. However, expression studies on human prostate cancer samples are unclear on the role this protein plays in this disease. We have used in vivo genetic studies in the embryo and adult to extend our understanding of the role of β-Catenin in the normal and neoplastic prostate. Our gene deletion analysis revealed that prostate epithelial β-Catenin is required for embryonic prostate growth and branching but is dispensable in the normal adult organ. During development, β-Catenin controls the number of progenitors in the epithelial buds and regulates a discrete network of genes, including c-Myc and Nkx3.1. Deletion of β-Catenin in a Pten deleted model of castration-resistant prostate cancer demonstrated it is dispensable for disease progression in this setting. Complementary overexpression experiments, through in vivo protein stabilization, showed that β-Catenin promotes the formation of squamous epithelia during prostate development, even in the absence of androgens. β-Catenin overexpression in combination with Pten loss was able to drive progression to invasive carcinoma together with squamous metaplasia. These studies demonstrate that β-Catenin is essential for prostate development and that an inherent property of high levels of this protein in prostate epithelia is to drive squamous fate differentiation. In addition, they show that β-Catenin overexpression can promote invasive prostate cancer in a clinically relevant model of this disease. These data provide novel information on cancer progression pathways that give rise to lethal prostate disease in humans.
Journal Article
The medical humanities at United States medical schools: a mixed method analysis of publicly assessable information on 31 schools
by
Dine, C. Jessica
,
Anil, Joshua
,
DeLisser, Horace M.
in
Arts and humnaities in medicine
,
Core curriculum
,
Data Analysis
2023
Introduction
There have been increasing efforts to integrate the arts and humanities into medical education, particularly during undergraduate medical education (UME). Previous studies, however, have focused on courses and curricular programming without rigorous characterization of the associated paracurricular environment or infrastructure enabling or facilitating these offerings.
Methods
To assess opportunities for students to engage the arts and humanities during their medical education as well as the institutional resources to support those opportunities, we developed the Humanities and Arts Programming Scale (HARPS): an 18-point scale involving eight sub-domains (Infrastructure, Curricular Opportunities, Extracurricular Engagement, Opportunities for Immersion, Faculty Engagement, Staff Support, Student Groups, and Scholarship). This scale was used to evaluate the top-31 ranked United States medical schools as determined by US News and World Report’s (USWNR) Medical School Research Rankings using information derived from public-facing, online information.
Results
Mean cumulative HARPS score was 11.26, with a median score of 12, a standard deviation of 4.32 and a score range of 3–17. Neither USWNR ranking nor private/public institution status were associated with the cumulative score (p = 0.121, p = 0.739). 52% of institutions surveyed had a humanities-focused center/division with more than 70% of the schools having significant (> 5) faculty engaged in the medical humanities. 65% of schools offered 10 or more paracurricular medical humanities events annually, while 68% of the institutions had more than 5 medical humanities student organizations. While elective, non-credit courses are available, only 3 schools required instruction in the arts and humanities, and comprehensive immersive experiences in the medical humanities were present in only 29% of the schools.
Conclusions
Although there is a significant presence of the medical humanities in UME, there is a need for integration of the arts and humanities into required UME curricula and into immersive pathways for engaging the medical humanities.
Journal Article