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1.
PLoS Comput Biol ; 20(2): e1011270, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38324613

ABSTRACT

CyVerse, the largest publicly-funded open-source research cyberinfrastructure for life sciences, has played a crucial role in advancing data-driven research since the 2010s. As the technology landscape evolved with the emergence of cloud computing platforms, machine learning and artificial intelligence (AI) applications, CyVerse has enabled access by providing interfaces, Software as a Service (SaaS), and cloud-native Infrastructure as Code (IaC) to leverage new technologies. CyVerse services enable researchers to integrate institutional and private computational resources, custom software, perform analyses, and publish data in accordance with open science principles. Over the past 13 years, CyVerse has registered more than 124,000 verified accounts from 160 countries and was used for over 1,600 peer-reviewed publications. Since 2011, 45,000 students and researchers have been trained to use CyVerse. The platform has been replicated and deployed in three countries outside the US, with additional private deployments on commercial clouds for US government agencies and multinational corporations. In this manuscript, we present a strategic blueprint for creating and managing SaaS cyberinfrastructure and IaC as free and open-source software.


Subject(s)
Artificial Intelligence , Software , Humans , Cloud Computing , Publishing
2.
Patterns (N Y) ; 4(9): 100830, 2023 Sep 08.
Article in English | MEDLINE | ID: mdl-37720333

ABSTRACT

The black-box nature of most artificial intelligence (AI) models encourages the development of explainability methods to engender trust into the AI decision-making process. Such methods can be broadly categorized into two main types: post hoc explanations and inherently interpretable algorithms. We aimed at analyzing the possible associations between COVID-19 and the push of explainable AI (XAI) to the forefront of biomedical research. We automatically extracted from the PubMed database biomedical XAI studies related to concepts of causality or explainability and manually labeled 1,603 papers with respect to XAI categories. To compare the trends pre- and post-COVID-19, we fit a change point detection model and evaluated significant changes in publication rates. We show that the advent of COVID-19 in the beginning of 2020 could be the driving factor behind an increased focus concerning XAI, playing a crucial role in accelerating an already evolving trend. Finally, we present a discussion with future societal use and impact of XAI technologies and potential future directions for those who pursue fostering clinical trust with interpretable machine learning models.

3.
Sci Adv ; 8(3): eabh2635, 2022 Jan 21.
Article in English | MEDLINE | ID: mdl-35061544

ABSTRACT

Cancer cells voraciously consume nutrients to support their growth, exposing metabolic vulnerabilities that can be therapeutically exploited. Here, we show in hepatocellular carcinoma (HCC) cells, xenografts, and patient-derived organoids that fasting improves sorafenib efficacy and acts synergistically to sensitize sorafenib-resistant HCC. Mechanistically, sorafenib acts noncanonically as an inhibitor of mitochondrial respiration, causing resistant cells to depend on glycolysis for survival. Fasting, through reduction in glucose and impeded AKT/mTOR signaling, prevents this Warburg shift. Regulating glucose transporter and proapoptotic protein expression, p53 is necessary and sufficient for the sorafenib-sensitizing effect of fasting. p53 is also crucial for fasting-mediated improvement of sorafenib efficacy in an orthotopic HCC mouse model. Together, our data suggest fasting and sorafenib as rational combination therapy for HCC with intact p53 signaling. As HCC therapy is currently severely limited by resistance, these results should instigate clinical studies aimed at improving therapy response in advanced-stage HCC.

4.
Nutrients ; 13(12)2021 Dec 20.
Article in English | MEDLINE | ID: mdl-34960116

ABSTRACT

Previous studies have confirmed the beneficial effect of a Mediterranean diet in mitigating health issues related to cardiovascular disease, diabetes and obesity. However, rapid changes in the traditional way of life and the "westernization" of the diet in Mediterranean populations, especially in younger generations, has led to progressive abandonment of healthy dietary patterns. In order to investigate the generation shift in dietary patterns and lifestyle habits in the Mediterranean part of Croatia, we compared two cohorts of 610 women (266 pregnant and 344 non-pregnant) from the same region, but from different age groups. The MDSS score was derived from food frequency questionnaires. The results showed that the young, reproductively active generation (pregnant women) in Dalmatia, Croatia, although having a higher education and socioeconomic status, exhibits a more adverse eating behaviour (lower adherence to the Mediterranean diet) and lifestyle (excessive smoking in pregnancy) than the older population from the same region. Lower MDSS scores across aggregated age groups in both cohorts showed significant association with higher blood lipid levels and higher smoking frequency. In conclusion, Mediterranean diet adherence is associated with biological markers (age, lipid profile) and lifestyle (smoking) in our study, with a more adverse trend observed in the younger generation.


Subject(s)
Diet, Mediterranean/statistics & numerical data , Health Status , Life Style , Adult , Age Factors , Aged , Aged, 80 and over , Biomarkers/blood , Body Mass Index , Cardiovascular Diseases/epidemiology , Cohort Studies , Croatia/epidemiology , Exercise , Feeding Behavior , Female , Humans , Lipids/blood , Middle Aged , Pregnancy , Smoking/epidemiology , Social Class , Surveys and Questionnaires , Young Adult
5.
J Biotechnol ; 341: 43-50, 2021 Nov 20.
Article in English | MEDLINE | ID: mdl-34400238

ABSTRACT

Collaborative research is common practice in modern life sciences. For most projects several researchers from multiple universities collaborate on a specific topic. Frequently, these research projects produce a wealth of data that requires central and secure storage, which should also allow for easy sharing among project participants. Only under best circumstances, this comes with minimal technical overhead for the researchers. Moreover, the need for data to be analyzed in a reproducible way often poses a challenge for researchers without a data science background and thus represents an overly time-consuming process. Here, we report on the integration of CyVerse Austria (CAT), a new cyberinfrastructure for a local community of life science researchers, and provide two examples how it can be used to facilitate FAIR data management and reproducible analytics for teaching and research. In particular, we describe in detail how CAT can be used (i) as a teaching platform with a defined software environment and data management/sharing possibilities, and (ii) to build a data analysis pipeline using the Docker technology tailored to the needs and interests of the researcher.


Subject(s)
Data Management , Software , Austria
6.
Front Cell Dev Biol ; 9: 656201, 2021.
Article in English | MEDLINE | ID: mdl-33777963

ABSTRACT

Human life expectancy continues to grow globally, and so does the prevalence of age-related chronic diseases, causing a huge medical and economic burden on society. Effective therapeutic options for these disorders are scarce, and even if available, are typically limited to a single comorbidity in a multifaceted dysfunction that inevitably affects all organ systems. Thus, novel therapies that target fundamental processes of aging itself are desperately needed. In this article, we summarize current strategies that successfully delay aging and related diseases by targeting mitochondria and protein homeostasis. In particular, we focus on autophagy, as a fundamental proteostatic process that is intimately linked to mitochondrial quality control. We present genetic and pharmacological interventions that effectively extend health- and life-span by acting on specific mitochondrial and pro-autophagic molecular targets. In the end, we delve into the crosstalk between autophagy and mitochondria, in what we refer to as the mitochondria-proteostasis axis, and explore the prospect of targeting this crosstalk to harness maximal therapeutic potential of anti-aging interventions.

7.
Cardiovasc Res ; 116(2): 339-352, 2020 02 01.
Article in English | MEDLINE | ID: mdl-31166588

ABSTRACT

AIMS: Lipotoxic cardiomyopathy in diabetic and obese patients typically encompasses increased cardiac fatty acid (FA) uptake eventually surpassing the mitochondrial oxidative capacity. Lowering FA utilization via inhibition of lipolysis represents a strategy to counteract the development of lipotoxic heart dysfunction. However, defective cardiac triacylglycerol (TAG) catabolism and FA oxidation in humans (and mice) carrying mutated ATGL alleles provokes lipotoxic heart dysfunction questioning a therapeutic approach to decrease cardiac lipolysis. Interestingly, decreased lipolysis via cardiac overexpression of Perilipin 5 (Plin5), a binding partner of ATGL, is compatible with normal heart function and lifespan despite massive cardiac lipid accumulation. Herein, we decipher mechanisms that protect Plin5 transgenic mice from the development of heart dysfunction. METHODS AND RESULTS: We generated mice with cardiac-specific overexpression of Plin5 encoding a serine-155 to alanine exchange (Plin5-S155A) of the protein kinase A phosphorylation site, which has been suggested as a prerequisite to stimulate lipolysis and may play a crucial role in the preservation of heart function. Plin5-S155A mice showed a substantial increase in cardiac TAG and ceramide levels, which was comparable to mice overexpressing non-mutated Plin5. Lipid accumulation was compatible with normal heart function even under mild stress. Plin5-S155A mice showed reduced cardiac FA oxidation but normal ATP production and changes in the Plin5-S155A phosphoproteome compared to Plin5 transgenic mice. Interestingly, mitochondrial recruitment of dynamin-related protein 1 (Drp1) was markedly reduced in cardiac muscle of Plin5-S155A and Plin5 transgenic mice accompanied by decreased phosphorylation of mitochondrial fission factor, a mitochondrial receptor of Drp1. CONCLUSIONS: This study suggests that low cardiac lipolysis is associated with reduced mitochondrial fission and may represent a strategy to combat the development of lipotoxic heart dysfunction.


Subject(s)
Adipose Tissue/metabolism , Heart Diseases/prevention & control , Intracellular Signaling Peptides and Proteins/metabolism , Lipolysis , Mitochondria, Heart/metabolism , Mitochondrial Dynamics , Muscle Proteins/metabolism , Myocytes, Cardiac/metabolism , Adenosine Triphosphate/metabolism , Adipose Tissue/pathology , Animals , COS Cells , Ceramides/metabolism , Chlorocebus aethiops , Disease Models, Animal , Dynamins/metabolism , Fatty Acids/metabolism , Heart Diseases/genetics , Heart Diseases/metabolism , Heart Diseases/physiopathology , Intracellular Signaling Peptides and Proteins/genetics , Membrane Proteins/metabolism , Mice, Mutant Strains , Mitochondria, Heart/pathology , Mitochondrial Proteins/metabolism , Muscle Proteins/genetics , Mutation , Myocytes, Cardiac/pathology , Oxidation-Reduction , Phosphorylation , Rats , Signal Transduction , Triglycerides/metabolism
8.
Cell Physiol Biochem ; 53(3): 573-586, 2019.
Article in English | MEDLINE | ID: mdl-31529929

ABSTRACT

BACKGROUND/AIMS: In our recent work, the importance of GSK3ß-mediated phosphorylation of presenilin-1 as crucial process to establish a Ca2+ leak in the endoplasmic reticulum and, subsequently, the pre-activation of resting mitochondrial activity in ß-cells was demonstrated. The present work is a follow-up and reveals the importance of GSK3ß-phosphorylated presenilin-1 for responsiveness of pancreatic islets and ß-cells to elevated glucose in terms of cytosolic Ca2+ spiking and insulin secretion. METHODS: Freshly isolated pancreatic islets and the two pancreatic ß-cell lines INS-1 and MIN-6 were used. Cytosolic Ca2+ was fluorometrically monitored using Fura-2/AM and cellular insulin content and secretion were measured by ELISA. RESULTS: Our data strengthened our previous findings of the existence of a presenilin-1-mediated ER-Ca2+ leak in ß-cells, since a reduction of presenilin-1 expression strongly counteracted the ER Ca2+ leak. Furthermore, our data revealed that cytosolic Ca2+ spiking upon administration of high D-glucose was delayed in onset time and strongly reduced in amplitude and frequency upon siRNA-mediated knock-down of presenilin-1 or the inhibition of GSK3ß in the pancreatic ß-cells. Moreover, glucose-triggered initial insulin secretion disappeared by depletion from presenilin-1 and inhibition of GSK3ß in the pancreatic ß-cells and isolated pancreatic islets, respectively. CONCLUSION: These data complement our previous work and demonstrate that the sensitivity of pancreatic islets and ß-cells to glucose illustrated as glucose-triggered cytosolic Ca2+ spiking and initial but not long-lasting insulin secretion crucially depends on a strong ER Ca2+ leak that is due to the phosphorylation of presenilin-1 by GSK3ß, a phenomenon that might be involved in the development of type 2 diabetes.


Subject(s)
Endoplasmic Reticulum/metabolism , Glucose/pharmacology , Insulin-Secreting Cells/metabolism , Islets of Langerhans/metabolism , Presenilin-1/metabolism , Animals , Anthracenes/pharmacology , Calcium/metabolism , Cell Line , Cell Membrane/drug effects , Cell Membrane/metabolism , Endoplasmic Reticulum/drug effects , Humans , Insulin Secretion/drug effects , Insulin-Secreting Cells/drug effects , Islets of Langerhans/drug effects , MAP Kinase Kinase 4/antagonists & inhibitors , Male , Mice , Mice, Inbred C57BL , Mitochondria/drug effects , Mitochondria/metabolism
9.
J Biol Chem ; 294(32): 12020-12039, 2019 08 09.
Article in English | MEDLINE | ID: mdl-31209110

ABSTRACT

Autophagy, a membrane-dependent catabolic process, ensures survival of aging cells and depends on the cellular energetic status. Acetyl-CoA carboxylase 1 (Acc1) connects central energy metabolism to lipid biosynthesis and is rate-limiting for the de novo synthesis of lipids. However, it is unclear how de novo lipogenesis and its metabolic consequences affect autophagic activity. Here, we show that in aging yeast, autophagy levels highly depend on the activity of Acc1. Constitutively active Acc1 (acc1S/A ) or a deletion of the Acc1 negative regulator, Snf1 (yeast AMPK), shows elevated autophagy levels, which can be reversed by the Acc1 inhibitor soraphen A. Vice versa, pharmacological inhibition of Acc1 drastically reduces cell survival and results in the accumulation of Atg8-positive structures at the vacuolar membrane, suggesting late defects in the autophagic cascade. As expected, acc1S/A cells exhibit a reduction in acetate/acetyl-CoA availability along with elevated cellular lipid content. However, concomitant administration of acetate fails to fully revert the increase in autophagy exerted by acc1S/A Instead, administration of oleate, while mimicking constitutively active Acc1 in WT cells, alleviates the vacuolar fusion defects induced by Acc1 inhibition. Our results argue for a largely lipid-dependent process of autophagy regulation downstream of Acc1. We present a versatile genetic model to investigate the complex relationship between acetate metabolism, lipid homeostasis, and autophagy and propose Acc1-dependent lipogenesis as a fundamental metabolic path downstream of Snf1 to maintain autophagy and survival during cellular aging.


Subject(s)
Acetyl-CoA Carboxylase/metabolism , Autophagy , Lipogenesis , Protein Serine-Threonine Kinases/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Acetates/metabolism , Acetyl-CoA Carboxylase/antagonists & inhibitors , Acetyl-CoA Carboxylase/genetics , Autophagy/drug effects , Macrolides/pharmacology , Mutagenesis, Site-Directed , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/antagonists & inhibitors , Saccharomyces cerevisiae Proteins/genetics
10.
Sci Rep ; 9(1): 6743, 2019 05 01.
Article in English | MEDLINE | ID: mdl-31043697

ABSTRACT

Considering the already established relationship between the extent of the metabolic dysfunction and the severity of heart failure (HF), it is conceivable that the metabolomic profile of the serum may have a prognostic capacity for 3-month mortality in acute heart failure (AHF). Out of 152 recruited patients, 130 serum samples were subjected to the metabolomic analyses. The 3-month mortality rate was 24.6% (32 patients). Metabolomic profiling by nuclear magnetic resonance spectroscopy found that the serum levels of 2-hydroxybutyrate (2-HB), 3-hydoxybutyrate (3-HB), lactate, citrate, and tyrosine, were higher in patients who died within 3 months compared to those who were alive 3 months after onset of AHF, which was confirmed by univariable logistic regression analyses (p = 0.009, p = 0.005, p = 0.008, p<0.001, and p<0.001, respectively). These associations still remained significant for all tested metabolites except for lactate after adjusting for established prognostic parameters in HF. In conclusion, serum levels of 2-HB, 3-HB, tyrosine, and citrate measured at admission are associated with an increased 3-month mortality rate in AHF patients and might thus be of prognostic value in AHF.


Subject(s)
3-Hydroxybutyric Acid/blood , Citric Acid/blood , Heart Failure/blood , Heart Failure/mortality , Tyrosine/blood , Acute Disease , Aged , Aged, 80 and over , Biomarkers , Comorbidity , Female , Heart Failure/diagnosis , Heart Failure/epidemiology , Humans , Male , Metabolome , Metabolomics/methods , Middle Aged , Prognosis , ROC Curve , Time Factors
11.
Circ Res ; 2019 Apr 01.
Article in English | MEDLINE | ID: mdl-30929571

ABSTRACT

RATIONALE: Patients with end-stage renal disease (ESRD) are characterized by increased cardiovascular (CV) and all-cause mortality due to advanced remodeling of the macro- and microvascular beds. OBJECTIVE: The aim of this study was to determine whether retinal microvascular function can predict all-cause and CV mortality in patients with ESRD. METHODS AND RESULTS: In the multicenter prospective observational ISAR (Risk Stratification in End-Stage Renal Disease) study, data on dynamic retinal vessel analysis (DVA) was available in a sub-cohort of 214 dialysis patients (mean age 62.6{plus minus}15.0; 32% female). Microvascular dysfunction was quantified by measuring maximum arteriolar (aMax) and venular dilation (vMax) of retinal vessels in response to flicker light stimulation. During a mean follow-up of 44 months, 55 patients died, including 25 CV and 30 non-CV fatal events. vMax emerged as a strong independent predictor for all-cause mortality. In the Kaplan-Meier analysis, individuals within the lowest tertile of vMax showed significantly shorter three-year survival rates than those within the highest tertile (66.9{plus minus}5.8% vs 92.4{plus minus}3.3%). Uni- and multivariate hazard ratios for all-cause mortality per SD increase of vMax were 0.62 [0.47;0.82] and 0.65[0.47;0.91], respectively. aMax and vMax were able to significantly predict nonfatal and fatal CV events (HR 0.74[0.57;0.97] and 0.78[0.61;0.99], respectively). CONCLUSIONS: Our results provide the first evidence that impaired retinal venular dilation is a strong and independent predictor of all-cause mortality in hemodialyzed ESRD patients. DVA provides added value for prediction of all-cause mortality and may be a novel diagnostic tool to optimize CV risk stratification in ESRD and other high-risk CV cohorts. CLINICAL TRIAL REGISTRATION: NCT01152892.

12.
ACS Sens ; 4(4): 883-891, 2019 04 26.
Article in English | MEDLINE | ID: mdl-30864782

ABSTRACT

Distinct subcellular pH levels, especially in lysosomes and endosomes, are essential for the degradation, modification, sorting, accumulation, and secretion of macromolecules. Here, we engineered a novel genetically encoded pH probe by fusing the pH-stable cyan fluorescent protein (FP) variant, mTurquoise2, to the highly pH-sensitive enhanced yellow fluorescent protein, EYFP. This approach yielded a ratiometric biosensor-referred to as pH-Lemon-optimized for live imaging of distinct pH conditions within acidic cellular compartments. Protonation of pH-Lemon under acidic conditions significantly decreases the yellow fluorescence while the cyan fluorescence increases due to reduced Förster resonance energy transfer (FRET) efficiency. Because of its freely reversible and ratiometric responses, pH-Lemon represents a fluorescent biosensor for pH dynamics. pH-Lemon also shows a sizable pH-dependent fluorescence lifetime change that can be used in fluorescence lifetime imaging microscopy as an alternative observation method for the study of pH in acidic cellular compartments. Fusion of pH-Lemon to the protein microtubule-associated protein 1A/1B-light chain 3B (LC3B), a specific marker of autophagic membranes, resulted in its targeting within autolysosomes of HeLa cells. Moreover, fusion of pH-Lemon to a glycophosphatidylinositol (GPI) anchor allowed us to monitor the entire luminal space of the secretory pathway and the exoplasmic leaflet of the plasma membrane. Utilizing this new pH probe, we revealed neutral and acidic vesicles and substructures inside cells, highlighting compartments of distinct pH throughout the endomembrane system. These data demonstrate, that this novel pH sensor, pH-Lemon, is very suitable for the study of local pH dynamics of subcellular microstructures in living cells.


Subject(s)
Bacterial Proteins/chemistry , Green Fluorescent Proteins/chemistry , Luminescent Proteins/chemistry , Organelles/metabolism , Recombinant Fusion Proteins/chemistry , Biosensing Techniques/methods , Fluorescence Resonance Energy Transfer/methods , Glycosylphosphatidylinositols , HEK293 Cells , HeLa Cells , Humans , Hydrogen-Ion Concentration , Microscopy, Fluorescence/methods
13.
Cell Physiol Biochem ; 52(1): 57-75, 2019.
Article in English | MEDLINE | ID: mdl-30790505

ABSTRACT

BACKGROUND/AIMS: In pancreatic ß-cells, the intracellular Ca²âº homeostasis is an essential regulator of the cells major functions. The endoplasmic reticulum (ER) as interactive intracellular Ca²âº store balances cellular Ca²âº. In this study basal ER Ca²âº homeostasis was evaluated in order to reveal potential ß-cell-specificity of ER Ca²âº handling and its consequences for mitochondrial Ca²âº, ATP and respiration. METHODS: The two pancreatic cell lines INS-1 and MIN-6, freshly isolated pancreatic islets, and the two non-pancreatic cell lines HeLA and EA.hy926 were used. Cytosolic, ER and mitochondrial Ca²âº and ATP measurements were performed using single cell fluorescence microscopy and respective (genetically-encoded) sensors/dyes. Mitochondrial respiration was monitored by respirometry. GSK3ß activity was measured with ELISA. RESULTS: An atypical ER Ca²âº leak was observed exclusively in pancreatic islets and ß-cells. This continuous ER Ca²âº efflux is directed to mitochondria and increases basal respiration and organellar ATP levels, is established by GSK3ß-mediated phosphorylation of presenilin-1, and is prevented by either knockdown of presenilin-1 or an inhibition/knockdown of GSK3ß. Expression of a presenlin-1 mutant that mimics GSK3ß-mediated phosphorylation established a ß-cell-like ER Ca²âº leak in HeLa and EA.hy926 cells. The ER Ca²âº loss in ß-cells was compensated at steady state by Ca²âº entry that is linked to the activity of TRPC3. CONCLUSION: Pancreatic ß-cells establish a cell-specific ER Ca²âº leak that is under the control of GSK3ß and directed to mitochondria, thus, reflecting a cell-specific intracellular Ca²âº handling for basal mitochondrial activity.


Subject(s)
Calcium Signaling , Calcium/metabolism , Endoplasmic Reticulum/metabolism , Glycogen Synthase Kinase 3 beta/metabolism , Insulin-Secreting Cells/metabolism , Mitochondria/metabolism , Presenilin-1/metabolism , Animals , Cell Line, Tumor , Endoplasmic Reticulum/genetics , Glycogen Synthase Kinase 3 beta/genetics , HeLa Cells , Humans , Male , Mice , Mitochondria/genetics , Phosphorylation , Presenilin-1/genetics , Rats
14.
PLoS One ; 14(2): e0211703, 2019.
Article in English | MEDLINE | ID: mdl-30707717

ABSTRACT

Alcohol binge drinking is a dangerous drinking habit, associated with neurological problems and inflammation. The impact of a single alcohol binge on innate immunity, gut barrier and gut microbiome was studied. In this cohort study 15 healthy volunteers received 2 ml vodka 40% v/v ethanol/kg body weight. Neutrophil function was studied by flow cytometry; markers of gut permeability and inflammation (lactulose/mannitol/sucrose test, zonulin, calprotectin, diamino-oxidase) were studied with NMR spectroscopy and enzyme-linked immunosorbent assay in urine, stool and serum respectively. Bacterial products in serum were quantified using different reporter cell lines. Gut microbiome composition was studied by 16S rDNA sequencing and bioinformatics analysis. After a single alcohol binge, neutrophils were transiently primed and the response to E.coli stimulation with reactive oxygen species (ROS) production was transiently increased, on the other hand the percentage of neutrophils that did not perform phagocytosis increased. No changes in gut permeability, inflammatory biomarker, bacterial translocation and microbiome composition could be detected up to 4 hours after a single alcohol binge or on the next day. A single alcohol binge in young, healthy volunteers transiently impacts on neutrophil function. Although the exact biological consequence of this finding is not clear yet, we believe that this strengthens the importance to avoid any alcohol binge drinking, even in young, otherwise healthy persons.


Subject(s)
Binge Drinking/complications , Binge Drinking/immunology , Neutrophils/drug effects , Adult , Cohort Studies , Ethanol/metabolism , Feces/microbiology , Gastric Mucosa/drug effects , Gastrointestinal Microbiome/drug effects , Gastrointestinal Microbiome/genetics , Healthy Volunteers , Humans , Inflammation/complications , RNA, Ribosomal, 16S/analysis , Young Adult
15.
Nat Commun ; 10(1): 365, 2019 01 21.
Article in English | MEDLINE | ID: mdl-30664649

ABSTRACT

Wnt-induced ß-catenin-mediated transcription is a driving force for stem cell self-renewal during adult tissue homeostasis. Enhanced Wnt receptor expression due to mutational inactivation of the ubiquitin ligases RNF43/ZNRF3 recently emerged as a leading cause for cancer development. Consequently, targeting canonical Wnt receptors such as LRP5/6 holds great promise for treatment of such cancer subsets. Here, we employ CIS display technology to identify single-domain antibody fragments (VHH) that bind the LRP6 P3E3P4E4 region with nanomolar affinity and strongly inhibit Wnt3/3a-induced ß-catenin-mediated transcription in cells, while leaving Wnt1 responses unaffected. Structural analysis reveal that individual VHHs variably employ divergent antigen-binding regions to bind a similar surface in the third ß-propeller of LRP5/6, sterically interfering with Wnt3/3a binding. Importantly, anti-LRP5/6 VHHs block the growth of Wnt-hypersensitive Rnf43/Znrf3-mutant intestinal organoids through stem cell exhaustion and collective terminal differentiation. Thus, VHH-mediated targeting of LRP5/6 provides a promising differentiation-inducing strategy for treatment of Wnt-hypersensitive tumors.


Subject(s)
Low Density Lipoprotein Receptor-Related Protein-5/chemistry , Low Density Lipoprotein Receptor-Related Protein-6/chemistry , Organoids/drug effects , Single-Domain Antibodies/chemistry , Stem Cells/drug effects , Wnt3A Protein/genetics , Animals , Binding Sites , Cell Differentiation , Cell Line, Tumor , Cell Proliferation , Crystallography, X-Ray , Fibroblasts/cytology , Fibroblasts/drug effects , Fibroblasts/metabolism , Gene Expression Regulation , HEK293 Cells , Humans , Intestine, Small/cytology , Intestine, Small/drug effects , Intestine, Small/metabolism , Low Density Lipoprotein Receptor-Related Protein-5/antagonists & inhibitors , Low Density Lipoprotein Receptor-Related Protein-5/genetics , Low Density Lipoprotein Receptor-Related Protein-5/metabolism , Low Density Lipoprotein Receptor-Related Protein-6/antagonists & inhibitors , Low Density Lipoprotein Receptor-Related Protein-6/genetics , Low Density Lipoprotein Receptor-Related Protein-6/metabolism , Mice , Models, Molecular , Organoids/cytology , Organoids/metabolism , Protein Binding , Protein Conformation, beta-Strand , Protein Interaction Domains and Motifs , Single-Domain Antibodies/genetics , Single-Domain Antibodies/metabolism , Stem Cells/cytology , Stem Cells/metabolism , Transcription, Genetic , Ubiquitin-Protein Ligases/genetics , Ubiquitin-Protein Ligases/metabolism , Wnt3A Protein/metabolism , beta Catenin/genetics , beta Catenin/metabolism
16.
Biochim Biophys Acta Mol Cell Res ; 1866(3): 337-348, 2019 03.
Article in English | MEDLINE | ID: mdl-30595160

ABSTRACT

The discovery of significant amounts of metabolically active brown adipose tissue (BAT) in adult humans renders it a promising target for anti-obesity therapies by inducing weight loss through increased energy expenditure. The components of the N-acetylaspartate (NAA) pathway are highly abundant in BAT. Aspartate N-acetyltransferase (Asp-NAT, encoded by Nat8l) synthesizes NAA from acetyl-CoA and aspartate and increases energy expenditure in brown adipocytes. However, the exact mechanism how the NAA pathway contributes to accelerated mobilization and oxidation of lipids and the physiological regulation of the NAA pathway remained elusive. Here, we demonstrate that the expression of NAA pathway genes corresponds to nutrient availability and specifically responds to changes in exogenous glucose. NAA is preferentially produced from glucose-derived acetyl-CoA and aspartate and its concentration increases during adipogenesis. Overexpression of Nat8l drains glucose-derived acetyl-CoA into the NAA pool at the expense of cellular lipids and certain amino acids. Mechanistically, we elucidated that a combined activation of neutral and lysosomal (acid) lipolysis is responsible for the increased lipid degradation. Specifically, translocation of the transcription factor EB to the nucleus activates the biosynthesis of autophagosomes and lysosomes. Lipid degradation within lysosomes accompanied by adipose triglyceride lipase-mediated lipolysis delivers fatty acids for the support of elevated mitochondrial respiration. Together, our data suggest a crucial role of the NAA pathway in energy metabolism and metabolic adaptation in BAT.


Subject(s)
Adipocytes, Brown/metabolism , Aspartic Acid/analogs & derivatives , Nutrients/metabolism , Acetyl Coenzyme A/metabolism , Acetyltransferases/metabolism , Adipocytes, Brown/physiology , Adipogenesis/genetics , Adipogenesis/physiology , Adipose Tissue, Brown/metabolism , Animals , Aspartic Acid/genetics , Aspartic Acid/metabolism , Aspartic Acid/physiology , Energy Metabolism/physiology , Fatty Acids/metabolism , Glucose/metabolism , Lipid Metabolism/physiology , Lipids/physiology , Male , Mice , Mice, Inbred C57BL , Mitochondria/metabolism , Oxidation-Reduction
17.
Redox Biol ; 20: 458-466, 2019 01.
Article in English | MEDLINE | ID: mdl-30458321

ABSTRACT

BACKGROUND: Senescence is characterized by a gradual decline in cellular functions, including changes in energy homeostasis and decreased proliferation activity. As cellular power plants, contributors to signal transduction, sources of reactive oxygen species (ROS) and executors of programmed cell death, mitochondria are in a unique position to affect aging-associated processes of cellular decline. Notably, metabolic activation of mitochondria is tightly linked to Ca2+ due to the Ca2+ -dependency of several enzymes in the Krebs cycle, however, overload of mitochondria with Ca2+ triggers cell death pathways. Consequently, a machinery of proteins tightly controls mitochondrial Ca2+ homeostasis as well as the exchange of Ca2+ between the different cellular compartments, including Ca2+ flux between mitochondria and the endoplasmic reticulum (ER). METHODS: In this study, we investigated age-related changes in mitochondrial Ca2+ homeostasis, mitochondrial-ER linkage and the activity of the main ROS production site, the mitochondrial respiration chain, in an in vitro aging model based on porcine aortic endothelial cells (PAECs), using high-resolution live cell imaging, proteomics and various molecular biological methods. RESULTS: We describe that in aged endothelial cells, increased ER-mitochondrial Ca2+ crosstalk occurs due to enhanced ER-mitochondrial tethering. The close functional inter-organelle linkage increases mitochondrial Ca2+ uptake and thereby the activity of the mitochondrial respiration, but also makes senescent cells more vulnerable to mitochondrial Ca2+-overload-induced cell death. Moreover, we identified the senolytic properties of the polyphenol resveratrol, triggering cell death via mitochondrial Ca2+ overload exclusively in senescent cells. CONCLUSION: By unveiling aging-related changes in the inter-organelle tethering and Ca2+ communications we have advanced the understanding of endothelial aging and highlighted a potential basis to develop drugs specifically targeting senescent cells.


Subject(s)
Apoptosis , Calcium Signaling , Calcium/metabolism , Cellular Senescence , Mitochondria/metabolism , Biomarkers , Calcium Signaling/drug effects , Cell Line , Cell Proliferation , Cell Respiration , Cell Survival , Endoplasmic Reticulum/metabolism , Endothelial Cells/metabolism , Energy Metabolism , Homeostasis , Intracellular Space/metabolism , Mitochondria/drug effects , Reactive Oxygen Species/metabolism , Resveratrol/pharmacology , Signal Transduction
18.
Sci Rep ; 8(1): 14650, 2018 10 02.
Article in English | MEDLINE | ID: mdl-30279548

ABSTRACT

Increased intestinal or gastric permeability is one of the major hallmarks of liver cirrhosis. The current gold standard for diagnosis of aberrant gut permeability due to disease is the triple-sugar test, where carbohydrates are orally administered and urinary excretion is measured. Hereby, elevated lactulose levels indicate intestinal permeability, whereas increased sucrose levels reveal gastric permeability. However, reliable detection and quantification of these sugars in a complex biological fluid still remains challenging due to interfering substances. Here we used Nuclear Magnetic Resonance (NMR) spectroscopy with a simple and fast protocol, without any additional sample extraction steps, for straight-forward simultaneous quantification of sugars in urine in order to detect increased intestinal and gastric permeability. Collected urine samples were diluted in buffer and one- and two-dimensional proton spectra were recorded in order to reveal carbohydrate concentrations in individual urine samples containing mannitol, sucrose and/or lactulose. Overall, this article presents a fast and robust method for simultaneous quantification of different sugars down to low micro-molar concentrations for research studies and can be further extended for clinical studies with automation of the quantification process.


Subject(s)
Gastric Mucosa/metabolism , Intestinal Mucosa/metabolism , Lactulose/urine , Magnetic Resonance Spectroscopy , Sucrose/urine , Adult , Female , Gastric Mucosa/physiopathology , Healthy Volunteers , Humans , Intestinal Mucosa/physiopathology , Lactulose/metabolism , Liver Cirrhosis/diagnosis , Liver Cirrhosis/physiopathology , Liver Cirrhosis/urine , Male , Permeability , Prospective Studies , Reproducibility of Results , Sucrose/metabolism , Time Factors , Young Adult
19.
Cell Metab ; 28(5): 706-720.e6, 2018 11 06.
Article in English | MEDLINE | ID: mdl-30122555

ABSTRACT

Mitochondrial function is important for aspartate biosynthesis in proliferating cells. Here, we show that mitochondrial aspartate export via the aspartate-glutamate carrier 1 (AGC1) supports cell proliferation and cellular redox homeostasis. Insufficient cytosolic aspartate delivery leads to cell death when TCA cycle carbon is reduced following glutamine withdrawal and/or glutaminase inhibition. Moreover, loss of AGC1 reduces allograft tumor growth that is further compromised by treatment with the glutaminase inhibitor CB-839. Together, these findings argue that mitochondrial aspartate export sustains cell survival in low-glutamine environments and AGC1 inhibition can synergize with glutaminase inhibition to limit tumor growth.


Subject(s)
Amino Acid Transport Systems, Acidic/metabolism , Antiporters/metabolism , Aspartic Acid/metabolism , Cell Survival , Cytosol/metabolism , Glutamine/metabolism , Animals , Cell Line , Cell Proliferation , Citric Acid Cycle , Female , Humans , Mice, Inbred C57BL , Mitochondria/metabolism , Neoplasms/metabolism
20.
Nephrol Dial Transplant ; 33(11): 2043-2051, 2018 11 01.
Article in English | MEDLINE | ID: mdl-29860419

ABSTRACT

Background: A novel in vitro test (T50 test) assesses ex vivo serum calcification propensity and predicts mortality in chronic kidney disease and haemodialysis (HD) patients. For the latter, a time-dependent decline of T50 was shown to relate to mortality. Here we assessed whether a 3-month switch to acetate-free, citrate-acidified, standard bicarbonate HD (CiaHD) sustainably improves calcification propensity. Methods: T50 values were assessed in paired midweek pre-dialysis sera collected before and 3 months after CiaHD in 78 prevalent European HD patients. In all, 44 were then switched back to acetate. Partial correlation was used to study associations of changing T50 and changing covariates. Linear mixed effect models were built to assess the association of CiaHD and covariates with changing T50. Results: A significant intra-individual increase of serum calcification resilience was found after 3 months on CiaHD (206 ± 56 to 242 ± 56 min; P < 0.001), but not after switching back to acetate (252 ± 63 to 243 ± 64 min; n = 44; P = 0.29). CiaHD, Δ serum phosphate and Δ albumin but not Δ ionized calcium and magnesium were the strongest determinants of changing T50. Beneath T50, only serum albumin but not phosphate changed significantly during 3 months of CiaHD. Conclusion: CiaHD dialysis favourably affected calcification propensity as measured by the T50 test. Whether this treatment, beyond established phosphate-directed treatments, has the potential to sustainably tip the balance towards a more anti-calcific serum milieu needs to be further investigated.


Subject(s)
Calcinosis/blood , Renal Dialysis/methods , Renal Insufficiency, Chronic/blood , Adult , Aged , Aged, 80 and over , Bicarbonates/therapeutic use , Citric Acid/therapeutic use , Female , Humans , Male , Middle Aged , Phosphates/blood , Prospective Studies , Renal Insufficiency, Chronic/mortality , Serum Albumin/analysis
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