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1.
Cell Rep ; 42(3): 112196, 2023 03 28.
Article in English | MEDLINE | ID: mdl-36871219

ABSTRACT

The E4 allele of Apolipoprotein E (APOE) is associated with both metabolic dysfunction and a heightened pro-inflammatory response: two findings that may be intrinsically linked through the concept of immunometabolism. Here, we combined bulk, single-cell, and spatial transcriptomics with cell-specific and spatially resolved metabolic analyses in mice expressing human APOE to systematically address the role of APOE across age, neuroinflammation, and AD pathology. RNA sequencing (RNA-seq) highlighted immunometabolic changes across the APOE4 glial transcriptome, specifically in subsets of metabolically distinct microglia enriched in the E4 brain during aging or following an inflammatory challenge. E4 microglia display increased Hif1α expression and a disrupted tricarboxylic acid (TCA) cycle and are inherently pro-glycolytic, while spatial transcriptomics and mass spectrometry imaging highlight an E4-specific response to amyloid that is characterized by widespread alterations in lipid metabolism. Taken together, our findings emphasize a central role for APOE in regulating microglial immunometabolism and provide valuable, interactive resources for discovery and validation research.


Subject(s)
Alzheimer Disease , Microglia , Mice , Animals , Humans , Microglia/metabolism , Apolipoproteins E/genetics , Apolipoproteins E/metabolism , Apolipoprotein E4/metabolism , Neuroglia/metabolism , Brain/metabolism , Amyloidogenic Proteins/metabolism , Alzheimer Disease/metabolism , Amyloid beta-Peptides/metabolism , Mice, Transgenic , Apolipoprotein E3/metabolism
2.
bioRxiv ; 2023 Feb 06.
Article in English | MEDLINE | ID: mdl-36798317

ABSTRACT

Apolipoprotein E4 (APOE4) is the strongest risk allele associated with the development of late onset Alzheimer's disease (AD). Across the CNS, astrocytes are the predominant expressor of APOE while also being critical mediators of neuroinflammation and cerebral metabolism. APOE4 has been consistently linked with dysfunctional inflammation and metabolic processes, yet insights into the molecular constituents driving these responses remain unclear. Utilizing complementary approaches across humanized APOE mice and isogenic human iPSC astrocytes, we demonstrate that ApoE4 alters the astrocyte immunometabolic response to pro-inflammatory stimuli. Our findings show that ApoE4-expressing astrocytes acquire distinct transcriptional repertoires at single-cell and spatially-resolved domains, which are driven in-part by preferential utilization of the cRel transcription factor. Further, inhibiting cRel translocation in ApoE4 astrocytes abrogates inflammatory-induced glycolytic shifts and in tandem mitigates production of multiple pro-inflammatory cytokines. Altogether, our findings elucidate novel cellular underpinnings by which ApoE4 drives maladaptive immunometabolic responses of astrocytes.

3.
Eval Rev ; 47(1): 123-151, 2023 02.
Article in English | MEDLINE | ID: mdl-36317544

ABSTRACT

This paper describes how a multi-armed randomized experiment was used to test multiple variants of a behaviorally informed marketing strategy. In particular, we tested whether specific behavioral messages could be used to increase demand for a safety consultation service offered by the U.S. Occupational Safety and Health Administration. Our experiment used a partial factorial design with 19 study arms and a very large research sample-97,182 establishments-to test the impact of various message, formats, and delivery modes compared with an existing (not behaviorally informed) informational brochure and a no-marketing counterfactual. A secondary research goal was to predict the impact of the most successful marketing strategy (i.e., combination of message, format, and mode) so that OSHA would know what to anticipate if that strategy were implemented at scale. We used two related (but distinct) methods to address these two goals. Both begin with a common mixed (i.e., fixed and random effects) ANOVA model. We addressed the first research goal primarily from the fixed effects; we addressed the second research goal by calculating best linear unbiased predictions (BLUPs) from the full mixed model, where the BLUP involves "shrinkage" as in empirical Bayes (EB) approaches. Marketing via brochures was effective overall, nearly doubling the rate of requests for services. However, the behaviorally informed materials performed no better than OSHA's existing informational brochure. This study also highlights the conditions under which a factorial design can be used to efficiently address questions about which of several program variants are most effective.


Subject(s)
Marketing , Safety Management , Workplace , Bayes Theorem , Marketing/methods , United States Occupational Safety and Health Administration
4.
Eur J Pharm Biopharm ; 180: 289-307, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36272656

ABSTRACT

Lipopolysaccharide (LPS) is a cell-wall component of Gram-negative bacteria which contributes to bacterial toxicity. During processes such as cell division, shedding of outer membrane vesicles, or bacterial cell death, LPS is released into the surrounding media. If such contamination got into the bloodstream, it would induce pro-inflammatory immune responses which can result in sepsis and death. Therefore, detection of LPS is essential in the pharmaceutical and food industries to prevent patients being exposed to LPS. The Limulus Amebocyte Lysate (LAL) assay is the current major assay used by industry to detect and quantify LPS contamination. However, in recent years the phenomenon of Low Endotoxin Recovery (LER) has gained significant scientific attention. The phenomenon describes the inability of LAL assays, in some cases, to detect LPS due to a masking effect caused by interaction with formulation excipients. Although the mechanism of LER has not been fully determined, it is widely thought that the origin of the effect is associated with these interactions perturbing the supramolecular formation of LPS aggregates. Whilst the phenomenon of LER is highly complex and remains to be entirely understood, herein we aim to provide a state-of-the-art review of the ongoing and, at times, controversial topics of LER research. We overview the current understanding of the relationship between LPS structure and toxicity, conditions in which the supramolecular arrangement of LPS can be altered, the hypothesised mechanisms of LER, and discuss the possible risk of masked LPS remaining biologically toxic upon administration to patients.


Subject(s)
Endotoxins , Lipopolysaccharides , Humans , Endotoxins/chemistry , Lipopolysaccharides/chemistry , Gram-Negative Bacteria , Biological Assay , Drug Contamination
5.
J Neuroinflammation ; 17(1): 115, 2020 Apr 14.
Article in English | MEDLINE | ID: mdl-32290848

ABSTRACT

BACKGROUND: Older-age individuals are at the highest risk for disability from a traumatic brain injury (TBI). Astrocytes are the most numerous glia in the brain, necessary for brain function, yet there is little known about unique responses of astrocytes in the aged-brain following TBI. METHODS: Our approach examined astrocytes in young adult, 4-month-old, versus aged, 18-month-old mice, at 1, 3, and 7 days post-TBI. We selected these time points to span the critical period in the transition from acute injury to presumably irreversible tissue damage and disability. Two approaches were used to define the astrocyte contribution to TBI by age interaction: (1) tissue histology and morphological phenotyping, and (2) transcriptomics on enriched astrocytes from the injured brain. RESULTS: Aging was found to have a profound effect on the TBI-induced loss of astrocyte function needed for maintaining water transport and edema-namely, aquaporin-4. The aged brain also demonstrated a progressive exacerbation of astrogliosis as a function of time after injury. Moreover, clasmatodendrosis, an underrecognized astrogliopathy, was found to be significantly increased in the aged brain, but not in the young brain. As a function of TBI, we observed a transitory refraction in the number of these astrocytes, which rebounded by 7 days post-injury in the aged brain. Transcriptomic data demonstrated disproportionate changes in genes attributed to reactive astrocytes, inflammatory response, complement pathway, and synaptic support in aged mice following TBI compared to young mice. Additionally, our data highlight that TBI did not evoke a clear alignment with the previously defined "A1/A2" dichotomy of reactive astrogliosis. CONCLUSIONS: Overall, our findings point toward a progressive phenotype of aged astrocytes following TBI that we hypothesize to be maladaptive, shedding new insights into potentially modifiable astrocyte-specific mechanisms that may underlie increased fragility of the aged brain to trauma.


Subject(s)
Aging/metabolism , Astrocytes/metabolism , Brain Injuries, Traumatic/metabolism , Brain/metabolism , Aging/pathology , Animals , Astrocytes/pathology , Brain/pathology , Brain Injuries/metabolism , Brain Injuries/pathology , Brain Injuries, Traumatic/pathology , Female , Male , Mice , Mice, Inbred C57BL , Random Allocation
6.
Biochim Biophys Acta Biomembr ; 1862(2): 183128, 2020 02 01.
Article in English | MEDLINE | ID: mdl-31734310

ABSTRACT

Clusters of positively-charged basic amino acid residues, particularly lysine, are known to promote the interaction of many peripheral membrane proteins with the cytoplasmic surface of the plasma membrane via electrostatic interactions. In this work, cholesterol's effects on the interaction between lysine residues and membranes have been studied. Using poly-l-lysine (PLL) and vesicles as models to mimic the interaction between lysine-rich protein domains and the plasma membrane, light scattering measurements indicated cholesterol enhanced the electrostatic interaction through indirectly affecting the negatively charged phospholipid dioleoylphosphatidylserine, DOPS. Addition of PLL to lipid vesicles containing DOPS showed an initial increase in static light scattering (SLS), attributed to binding of PLL to the vesicle surface, followed by a slower continuously declining SLS signal, which, from comparison with fluorescent dye leakage studies could be attributed to vesicle lysis. Although electrostatic interactions between PLL and the membrane were not necessary for penetration to occur, cholesterol promoted membrane disruption of negatively charged vesicles, possibly by increasing the electrostatic interactions between PLL and the membrane. In contrast, cholesterol lowered the susceptibility of uncharged vesicles (formed using dioleoylphosphatidylcholine, DOPC) to PLL penetration. This can be explained by the absence of electrostatic interactions and cholesterol's known ability to increase membrane thickness and mechanical strength. Thus, the ability of cationic peptides to penetrate membranes including cholesterol is likely to depend on the membrane's PS:PC ratio.


Subject(s)
Cholesterol/chemistry , Lipid Bilayers/chemistry , Phosphatidylserines/chemistry , Polylysine/chemistry , Cell Membrane Permeability , Lipid Bilayers/metabolism , Polylysine/metabolism
7.
J Biol Chem ; 294(15): 5956-5969, 2019 04 12.
Article in English | MEDLINE | ID: mdl-30770471

ABSTRACT

Cholesterol's effects on Na+,K+-ATPase reconstituted in phospholipid vesicles have been extensively studied. However, previous studies have reported both cholesterol-mediated stimulation and inhibition of Na+,K+-ATPase activity. Here, using partial reaction kinetics determined via stopped-flow experiments, we studied cholesterol's effect on Na+,K+-ATPase in a near-native environment in which purified membrane fragments were depleted of cholesterol with methyl-ß-cyclodextrin (mßCD). The mßCD-treated Na+,K+-ATPase had significantly reduced overall activity and exhibited decreased observed rate constants for ATP phosphorylation (ENa3+ → E2P, i.e. phosphorylation by ATP and Na+ occlusion from the cytoplasm) and K+ deocclusion with subsequent intracellular Na+ binding (E2K2+ → E1Na3+). However, cholesterol depletion did not affect the observed rate constant for K+ occlusion by phosphorylated Na+,K+-ATPase on the extracellular face and subsequent dephosphorylation (E2P → E2K2+). Thus, partial reactions involving cation binding and release at the protein's intracellular side were most dependent on cholesterol. Fluorescence measurements with the probe eosin indicated that cholesterol depletion stabilizes the unphosphorylated E2 state relative to E1, and the cholesterol depletion-induced slowing of ATP phosphorylation kinetics was consistent with partial conversion of Na+,K+-ATPase into the E2 state, requiring a slow E2 → E1 transition before the phosphorylation. Molecular dynamics simulations of Na+,K+-ATPase in membranes with 40 mol % cholesterol revealed cholesterol interaction sites that differ markedly among protein conformations. They further indicated state-dependent effects on membrane shape, with the E2 state being likely disfavored in cholesterol-rich bilayers relative to the E1P state because of a greater hydrophobic mismatch. In summary, cholesterol extraction from membranes significantly decreases Na+,K+-ATPase steady-state activity.


Subject(s)
Cell Membrane/enzymology , Cholesterol , Molecular Dynamics Simulation , Sodium-Potassium-Exchanging ATPase , Adenosine Triphosphate/chemistry , Adenosine Triphosphate/metabolism , Animals , Cholesterol/chemistry , Cholesterol/metabolism , Enzyme Stability , Sodium-Potassium-Exchanging ATPase/chemistry , Sodium-Potassium-Exchanging ATPase/metabolism , Swine , beta-Cyclodextrins/chemistry
8.
J Neurointerv Surg ; 11(3): 265-270, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30064997

ABSTRACT

BACKGROUND: Ischemic stroke research faces difficulties in translating pathology between animal models and human patients to develop treatments. Mechanical thrombectomy, for the first time, offers a momentary window into the changes occurring in ischemia. We developed a tissue banking protocol to capture intracranial thrombi and the blood immediately proximal and distal to it. OBJECTIVE: To develop and share a reproducible protocol to bank these specimens for future analysis. METHODS: We established a protocol approved by the institutional review board for tissue processing during thrombectomy (www.clinicaltrials.gov NCT03153683). The protocol was a joint clinical/basic science effort among multiple laboratories and the NeuroInterventional Radiology service line. We constructed a workspace in the angiography suite, and developed a step-by-step process for specimen retrieval and processing. RESULTS: Our protocol successfully yielded samples for analysis in all but one case. In our preliminary dataset, the process produced adequate amounts of tissue from distal blood, proximal blood, and thrombi for gene expression and proteomics analyses. We describe the tissue banking protocol, and highlight training protocols and mechanics of on-call research staffing. In addition, preliminary integrity analyses demonstrated high-quality yields for RNA and protein. CONCLUSIONS: We have developed a novel tissue banking protocol using mechanical thrombectomy to capture thrombus along with arterial blood proximal and distal to it. The protocol provides high-quality specimens, facilitating analysis of the initial molecular response to ischemic stroke in the human condition for the first time. This approach will permit reverse translation to animal models for treatment development.


Subject(s)
Brain Ischemia/surgery , Registries , Stroke/surgery , Thrombectomy/methods , Thrombosis/surgery , Tissue Banks , Aged , Angiography , Animals , Brain Ischemia/diagnostic imaging , Brain Ischemia/epidemiology , Female , Humans , Intersectoral Collaboration , Intracranial Thrombosis/diagnostic imaging , Intracranial Thrombosis/epidemiology , Intracranial Thrombosis/surgery , Male , Middle Aged , Stroke/diagnostic imaging , Stroke/epidemiology , Thrombosis/diagnostic imaging , Thrombosis/epidemiology , Treatment Outcome
9.
J Cereb Blood Flow Metab ; 33(9): 1373-5, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23801240

ABSTRACT

Delayed cerebral vasospasm is thought to be caused by factors released from a subarachnoid blood clot. Because vasospasm occurs several days after hemorrhage, we hypothesized that clotted blood releases vasoactive factors as it ages. Targeted proteomics identified histidine-rich glycoprotein (HRG) as a potentially vasoactive factor released within the first 72 hours of clot formation. In vitro studies revealed that HRG caused moderate (~30%) dilation of cannulated cerebral arterioles and proliferation of cerebrovascular endothelial cells. We conclude that HRG released from clotted blood, while unlikely to contribute to cerebral vasospasm, might provide important vasodilatory or angiogenic stimuli after hemorrhagic stroke.


Subject(s)
Cerebrovascular Circulation , Intracranial Thrombosis/metabolism , Proteins/metabolism , Vasodilator Agents/metabolism , Vasospasm, Intracranial/metabolism , Animals , Arterioles/metabolism , Arterioles/pathology , Intracranial Thrombosis/drug therapy , Intracranial Thrombosis/pathology , Proteins/pharmacology , Rabbits , Vasodilator Agents/pharmacology , Vasospasm, Intracranial/pathology
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