Exploring the Molecular Pathways of Intracranial Aneurysm Formation in Autosomal Dominant Polycystic Kidney Disease Using Proteomic Analysis
Kim, J.-M.; Ahn, H.-S.; Kim, M. J.; Kwon, H. E.; Ko, Y.; Jung, J. H.; Kwon, H. W.; Kim, Y. H.; Yu, J.; Kim, K.; Shin, S.
Show abstract
IntroductionIntracranial aneurysm (IA) frequently coincides with autosomal dominant polycystic kidney disease (ADPKD), exhibiting incidence rates nearly 10 times higher than the general population. However, the exact mechanism of how these two conditions is related remains unclear. This study aims to identify mechanisms behind IA occurrence in ADPKD patients using proteomics and to discover potential protein biomarkers for early diagnosis. MethodPre-kidney transplantation ADPKD patients underwent cranial CT and/or MR angiography, with findings dictating assignment to either a control group (ADPKD without IA, n=20) or IA group (ADPKD with IA, n=9). During transplantation, bilateral nephrectomy was performed and native renal arteries were sampled for proteomic analysis via a liquid chromatography-tandem mass spectrometry. Differentially expressed proteins were subjected to bioinformatic analysis and a protein-protein interaction network analysis. ResultsEight proteins showed significant variation between IA and control groups, with four proteins upregulated (DIS3, RAB6A, MMS19, EXOC8) and four downregulated (CLUH, SYNC, MEF2D, WDR36) in IA group (Log2 fold change (FC) >2 and false discovery rate (FDR] q-value <0.05) compared to the control group. These proteins correlated with pathways implicated in IA development, such as ciliopathy, exocytosis, inflammation, extracellular matrix remodelling, and apoptosis. These proteins were quantitatively validated using Western blot analysis and found to be consistent with proteomic data. Moreover, a connection was observed between protein expression and clinical metrics (bilirubin, prothrombin time, platelet count), indicating their potential as early diagnostic markers. ConclusionThis study is the first to employ renal artery samples to study underlying mechanisms for IA in ADPKD patients by proteomics. We identified and validated novel candidate markers that are either upregulated or downregulated in the IA group compared to the control group. This researchs finding opens new avenues for understanding and diagnosing IA in ADPKD, potentially leading to earlier diagnosis and targeted treatments.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- CRP immunodeposition and proteomic analysis in abdominal aortic aneurysm 95%
- Recombinant human soluble thrombomodulin is associated with attenuation of sepsis-induced renal impairment by inhibition of extracellular histone release 94%
- Calcium dobesilate reduces VEGF signaling by interfering with heparan sulfate binding site and protects from vascular complications in diabetic mice 94%
Similar papers in this journal
- Expression of ACE2 receptor, soluble ACE2, Angiotensin I, Angiotensin II and Angiotensin (1-7), is modulated in COVID-19 patients 94%
- Plasma gradient of soluble urokinase-type plasminogen activator receptor is linked to pathogenic plasma proteome and immune transcriptome and stratifies outcomes in severe COVID-19 93%
- The inhibition of Macrophage Migration Inhibitory Factor by ISO-1 attenuates trauma-induced multi organ dysfunction in rats 93%
Similar papers in this journal
- Decreased levels of soluble Developmental endothelial locus-1 are associated with thrombotic microangiopathy in pregnancy 95%
- Vasa vasorum lumen narrowing in brain vascular hyalinosis in systemic hypertension patients with ischemic stroke 95%
- Candidate genes for IgA nephropathy in pediatric patients: exome-wide association study 93%
Similar papers in this journal
- Influence of immunosuppressive regimen on diffusivity and oxygenation of kidney transplants – analysis of functional MRI data from the randomized ZEUS trial 93%
- Laboratory diagnostic of acute kidney injury and its progression: risk of underdiagnosis in female and elderly patients 92%
- Integrative systems biology approach identified crucial genes and transcription factors associated with gallbladder cancer pathogenesis 91%
Similar papers in this journal
- SARS-CoV-2 Seroprevalence and Risk Factors among Convalescents in Sichuan Province, China: a retrospective cohort study 90%
- Elevated blood glucose levels as a primary risk factor for the severity of COVID-19 89%
- Evaluation of a clinical decision support system for detection of patients at risk after kidney transplantation 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.