Abstract:BackgroundLipids are a primary storage form of energy and the source of inflammatory and pain signaling molecules, yet knowledge of their importance in chronic migraine (CM) pathology is incomplete. We aim to determine if plasma and cerebrospinal fluid (CSF) lipid metabolism are associated with CM pathology.MethodsWe obtained plasma and CSF from healthy controls (CT, n = 10) or CM subjects (n = 15) diagnosed using the International Headache Society criteria. We measured unesterified fatty acid (UFA) and esteri… Show more
“…Enriched pathways related to lipid transport and regulation, particularly cholesterol transport and efflux, suggest a key role for lipid balance in migraine development. This aligns with recent research linking lipid metabolism to migraines, indicating potential for lipid-lowering treatments [45]. We observed enrichment in the STING-mediated immune response pathway, suggesting the genes could regulate immune responses, potentially controlling inflammation-related migraine symptoms.…”
Background
While previous genome-wide association studies (GWAS) have identified multiple risk variants for migraine, there is a lack of evidence about how these variants contribute to the development of migraine. We employed an integrative pipeline to efficiently transform genetic associations to identify causal genes for migraine.
Methods
We conducted a proteome-wide association study (PWAS) by combining data from the migraine GWAS data with proteomic data from the human brain and plasma to identify proteins that may play a role in the risk of developing migraine. We also combined data from GWAS of migraine with a novel joint-tissue imputation (JTI) prediction model of 17 migraine-related human tissues to conduct transcriptome-wide association studies (TWAS) together with the fine mapping method FOCUS to identify disease-associated genes.
Results
We identified 13 genes in the human brain and plasma proteome that modulate migraine risk by regulating protein abundance. In addition, 62 associated genes not reported in previous migraine TWAS studies were identified by our analysis of migraine using TWAS and fine mapping. Five genes including ICA1L, TREX1, STAT6, UFL1, and B3GNT8 showed significant associations with migraine at both the proteome and transcriptome, these genes are mainly expressed in ependymal cells, neurons, and glial cells, and are potential target genes for prevention of neuronal signaling and inflammatory responses in the pathogenesis of migraine.
Conclusions
Our proteomic and transcriptome findings have identified disease-associated genes that may give new insights into the pathogenesis and potential therapeutic targets for migraine.
“…Enriched pathways related to lipid transport and regulation, particularly cholesterol transport and efflux, suggest a key role for lipid balance in migraine development. This aligns with recent research linking lipid metabolism to migraines, indicating potential for lipid-lowering treatments [45]. We observed enrichment in the STING-mediated immune response pathway, suggesting the genes could regulate immune responses, potentially controlling inflammation-related migraine symptoms.…”
Background
While previous genome-wide association studies (GWAS) have identified multiple risk variants for migraine, there is a lack of evidence about how these variants contribute to the development of migraine. We employed an integrative pipeline to efficiently transform genetic associations to identify causal genes for migraine.
Methods
We conducted a proteome-wide association study (PWAS) by combining data from the migraine GWAS data with proteomic data from the human brain and plasma to identify proteins that may play a role in the risk of developing migraine. We also combined data from GWAS of migraine with a novel joint-tissue imputation (JTI) prediction model of 17 migraine-related human tissues to conduct transcriptome-wide association studies (TWAS) together with the fine mapping method FOCUS to identify disease-associated genes.
Results
We identified 13 genes in the human brain and plasma proteome that modulate migraine risk by regulating protein abundance. In addition, 62 associated genes not reported in previous migraine TWAS studies were identified by our analysis of migraine using TWAS and fine mapping. Five genes including ICA1L, TREX1, STAT6, UFL1, and B3GNT8 showed significant associations with migraine at both the proteome and transcriptome, these genes are mainly expressed in ependymal cells, neurons, and glial cells, and are potential target genes for prevention of neuronal signaling and inflammatory responses in the pathogenesis of migraine.
Conclusions
Our proteomic and transcriptome findings have identified disease-associated genes that may give new insights into the pathogenesis and potential therapeutic targets for migraine.
“…Subtle changes in sphingolipid balance might be associated to neurological disorders and involved in pain-related neuronal function and signaling pathways. By detecting the concentration of sphingolipids in serum and cerebrospinal fluid of patients with migraine attacks, it was used to judge migraine attacks of the decreased total ceramide and dihydroceramide [ 30 ]. The metabolic pathways regulated by WZYD treatment, such as PWY-7347 and SUCSYN-PWY, were reversed in the WZYD+ABX group, which were related to sucrose biosynthesis, which were reported of analgesia in newborn infants undergoing painful procedure [ 31 ].…”
We previously found that Wuzhuyu Decoction (WZYD) could affect central and peripheral 5-HT to relieve hyperalgesia in chronic migraine (CM) model rats, possibly related to gut microbiota. However, the exact role of gut microbiota has not been elucidated. Accumulating evidence points to the possibility of treating central nervous system disease via the gut-brain axis. In our study, the inflammatory soup-induced CM model rats presented depression- and anxiety-like behaviors which both related to insufficient 5-HT. It was found that antibiotic administration caused community dysbiosis, and proteobacteria became the main dominant bacteria. The bacteria related to short-chain fatty acids and 5-HT generation were reduced, resulting in reduced levels of 5-HT, tryptophan hydroxylase, and secondary bile acids. Functional prediction-revealed sphingolipid signaling pathway in CM rats was significantly decreased and elevated after WZYD treatment. The effect of WZYD could be weakened by antibiotics. The CM rats exhibited anxiety- and depression-like behavior with 5-HT and number of neurons decreased in the CA1 and CA2 regions of hippocampal. The treatment of WZYD could recover to varying degrees. Antibiotics combined with WZYD attenuate the effect of WZYD on increasing the 5-HT content and related protein expression in the brain stem, plasma and colon, reducing CGRP, c-Fos, and inflammatory factors. And antibiotics also led to colon length increasing and stool retention, so that the antimigraine effect was weakened compared with WZYD. This experiment revealed that gut microbiota mediated WZYD treatment of CM rats with anxiety-depression like behavior.
“…Obesity and recent weight gain are known major risk factors for IIH, and significant weight loss through surgical or dietary interventions has been shown to be a disease-modifying treatment of IIH. − Changes in the relative concentrations of lipids including acyl carnitines, diacylglycerides, fatty acids, glycerophospholipids, and lysoglycerophospholipids have previously been associated with obesity compared to non-obese populations. − Changes in acyl carnitines, fatty acids, and oxidized fatty acids are associated with obesity including changes linked to mitochondrial dysfunction and increased oxidative stress in the mitochondria. − The BMIs of the IIH patients and control subjects were matched, so observed changes suggest differences in lipid metabolism in IIH patients independent of obesity. Changes in lipid species in these classes were also observed in response to surgical interventions and differentiated disease remission subjects from those with ongoing active disease in serum (but not CSF).…”
Background
: Idiopathic intracranial
hypertension
(IIH) is characterized by increased intracranial pressure occurring
predominantly in women with obesity. The pathogenesis is not understood.
We have applied untargeted metabolomic analysis using ultrahigh-performance
liquid chromatography–mass spectrometry to characterize the
cerebrospinal fluid (CSF) and serum in IIH compared to control subjects.
Methods and findings
: Samples were collected from IIH patients
(
n
= 66) with active disease at baseline and again
at 12 months following therapeutic weight loss. Control samples were
collected from gender- and weight-matched healthy controls (
n
= 20). We identified annotated metabolites in CSF, formylpyruvate
and maleylpyruvate/fumarylpyruvate, which were present at lower concentrations
in IIH compared to control subjects and returned to values observed
in controls following weight loss. These metabolites showed the opposite
trend in serum at baseline. Multiple amino acid metabolic pathways
and lipid classes were perturbed in serum and CSF in IIH alone. Serum
lipid metabolite pathways were significantly increased in IIH.
Conclusions
: We observed a number of differential metabolic
pathways related to amino acid, lipid, and acylpyruvate metabolism,
in IIH compared to controls. These pathways were associated with clinical
measures and normalized with disease remission. Perturbation of these
metabolic pathways provides initial understanding of disease dysregulation
in IIH.
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