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1.
Age Ageing ; 51(9)2022 09 02.
Artigo em Inglês | MEDLINE | ID: mdl-36173991

RESUMO

Subclinical hypothyroidism (SCHT) is defined as a consistently elevated thyroid stimulating hormone (TSH) with a free T4 (fT4) within the reference range. This diagnosis may lead to additional monitoring, levothyroxine therapy and increased patient concerns, despite lack of evidence of treatment benefit in older adults. In order to avoid this diagnosis, we evaluated the efficiency of fT4-based screening for thyroid dysfunction, in older adults in primary care and compared it with TSH-based screening. Individuals aged >65years in primary care were selected for this retrospective study when both TSH and fT4 were individually requested irrespective of the TSH value. Exclusion criteria were C-reactive protein > 10 mg/l or a history of thyroid hormone monitoring in the previous year. Screening based on fT4 instead of TSH decreased reflex testing from 23.8% to 11.2%. The positive predictive value (PPV) for clinical hypothyroidism increased from 17.3% to 52.2%. The negative predictive value was 96.1% with TSH-based screening versus 97.8% with fT4-based screening. Elevation of the TSH cutoff value from 4.2 to 6.5 mU/l resulted in a reflex test percentage of 12.5% and a PPV of 31.0%. Our results suggest that screening for thyroid dysfunction in older individuals in primary care can be improved by screening based on fT4 instead of TSH or by adjusting the TSH cutoff value. Adjustment of the screening strategy may be of interest to health policy makers because of potential cost reduction. From a patient perspective, medical concerns and unnecessary biochemical follow-up might be reduced by circumventing the diagnosis SCHT.


Assuntos
Hipotireoidismo , Tireotropina , Idoso , Proteína C-Reativa , Humanos , Hipotireoidismo/diagnóstico , Hipotireoidismo/tratamento farmacológico , Atenção Primária à Saúde , Estudos Retrospectivos , Tiroxina/uso terapêutico
2.
Anesth Analg ; 133(3): 570-577, 2021 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-34153017

RESUMO

BACKGROUND: Acute kidney injury (AKI) is associated with mortality after cardiac surgery. Novel risk factors may improve identification of patients at risk for renal injury. The authors evaluated the association between preoperative biomarkers that reflect cardiac, inflammatory, renal, and metabolic disorders and cardiac surgery-associated AKI (CSA-AKI) in elderly patients. METHODS: This was a secondary analysis of the 2-center prospective cohort study "Anesthesia Geriatric Evaluation." Twelve biomarkers were determined preoperatively in 539 patients. Primary outcome was CSA-AKI. The association between biomarkers and CSA-AKI was investigated with multivariable logistic regression analysis. Secondary outcomes were 1-year mortality and patient-reported disability and were assessed with relative risks (RR) between patients with and without CSA-AKI. RESULTS: CSA-AKI occurred in 88 (16.3%) patients and was associated with increased risk of mortality (RR, 6.70 [95% confidence interval {CI}, 3.38-13.30]) and disability (RR, 2.13 [95% CI, 1.53-2.95]). Preoperative concentrations of N-terminal pro B-type natriuretic peptide (NT-proBNP), high-sensitive C-reactive protein (hs-CRP), hemoglobin, and magnesium had the strongest association with CSA-AKI. Identification of patients with CSA-AKI improved when a biomarker panel was used (area under the curve [AUC] 0.75 [95% CI, 0.69-0.80]) compared to when only clinical risk factors were used (European System for Cardiac Operative Risk Evaluation [EuroSCORE II] AUC 0.67 [95% CI, 0.62-0.73]). CONCLUSIONS: Preoperative cardiac, inflammatory, renal, and metabolic biomarkers are associated with CSA-AKI and may improve identification of patients at risk.


Assuntos
Injúria Renal Aguda/etiologia , Biomarcadores/sangue , Procedimentos Cirúrgicos Cardíacos/efeitos adversos , Injúria Renal Aguda/diagnóstico , Injúria Renal Aguda/mortalidade , Fatores Etários , Idoso , Proteína C-Reativa/análise , Procedimentos Cirúrgicos Cardíacos/mortalidade , Avaliação da Deficiência , Feminino , Estado Funcional , Avaliação Geriátrica , Hemoglobinas/análise , Humanos , Magnésio/sangue , Masculino , Peptídeo Natriurético Encefálico/sangue , Países Baixos , Fragmentos de Peptídeos/sangue , Estudos Prospectivos , Medição de Risco , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento
3.
Diabetologia ; 63(6): 1211-1222, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32185462

RESUMO

AIMS/HYPOTHESIS: Physical inactivity, low mitochondrial function, increased intramyocellular lipid (IMCL) deposition and reduced insulin sensitivity are common denominators of chronic metabolic disorders, like obesity and type 2 diabetes. Yet, whether low mitochondrial function predisposes to insulin resistance in humans is still unknown. METHODS: Here we investigated, in an intervention study, whether muscle with low mitochondrial oxidative capacity, induced by one-legged physical inactivity, would feature stronger signs of lipid-induced insulin resistance. To this end, ten male participants (age 22.4 ± 4.2 years, BMI 21.3 ± 2.0 kg/m2) underwent a 12 day unilateral lower-limb suspension with the contralateral leg serving as an active internal control. RESULTS: In vivo, mitochondrial oxidative capacity, assessed by phosphocreatine (PCr)-recovery half-time, was lower in the inactive vs active leg. Ex vivo, palmitate oxidation to 14CO2 was lower in the suspended leg vs the active leg; however, this did not result in significantly higher [14C]palmitate incorporation into triacylglycerol. The reduced mitochondrial function in the suspended leg was, however, paralleled by augmented IMCL content in both musculus tibialis anterior and musculus vastus lateralis, and by increased membrane bound protein kinase C (PKC) θ. Finally, upon lipid infusion, insulin signalling was lower in the suspended vs active leg. CONCLUSIONS/INTERPRETATION: Together, these results demonstrate, in a unique human in vivo model, that a low mitochondrial oxidative capacity due to physical inactivity directly impacts IMCL accumulation and PKCθ translocation, resulting in impaired insulin signalling upon lipid infusion. This demonstrates the importance of mitochondrial oxidative capacity and muscle fat accumulation in the development of insulin resistance in humans. TRIAL REGISTRATION: ClinicalTrial.gov NCT01576250. FUNDING: PS was supported by a 'VICI' Research Grant for innovative research from the Netherlands Organization for Scientific Research (Grant 918.96.618).


Assuntos
Insulina/metabolismo , Perna (Membro)/fisiologia , Músculo Esquelético/metabolismo , Restrição Física/fisiologia , Humanos , Resistência à Insulina/fisiologia , Metabolismo dos Lipídeos/fisiologia , Masculino , Mitocôndrias/metabolismo , Músculo Esquelético/fisiologia , Estresse Oxidativo/fisiologia , Transdução de Sinais/fisiologia
4.
Exp Cell Res ; 340(2): 180-6, 2016 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-26515552

RESUMO

The skeletal muscle is subjected to high mechanical and energetic demands. Lipid droplets are an important source of energy substrates for the working muscle. Muscle cells contain a variety of lipid droplets, which are fundamentally smaller than those found in adipocytes. This translates into a greater lipid droplet surface area serving as the interface for intracellular lipid metabolism. The skeletal muscle has a high plasticity, it is subjected to major remodeling following training and detraining. This coincides with adaptations in lipid droplet characteristics and dynamics. The majority of lipid droplets in skeletal muscle are located in the subsarcolemmal region or in-between the myofibrils, in close vicinity to mitochondria. The vastly organized nature of skeletal muscle fibers limits organelle mobility. The high metabolic rate and substrate turnover in skeletal muscle demands a strict coordination of intramyocellular lipid metabolism and LD dynamics, in which lipid droplet coat proteins play an important role. This review provides insights into the characteristics, diversity and dynamics of skeletal muscle lipid droplets.


Assuntos
Gotículas Lipídicas/metabolismo , Metabolismo dos Lipídeos/fisiologia , Mitocôndrias/metabolismo , Fibras Musculares Esqueléticas/metabolismo , Proteínas Musculares/metabolismo , Músculo Esquelético/metabolismo , Animais , Humanos
5.
Diabetologia ; 59(5): 1040-8, 2016 May.
Artigo em Inglês | MEDLINE | ID: mdl-26864436

RESUMO

AIMS/HYPOTHESIS: In contrast to insulin-resistant individuals, insulin-sensitive athletes possess high intramyocellular lipid content (IMCL), good mitochondrial function and high perilipin 5 (PLIN5) levels, suggesting a role for PLIN5 in benign IMCL storage. We hypothesised a role for PLIN5 in modulating fasting-mediated insulin resistance. METHODS: Twelve men were fasted for 60 h, before and after which muscle biopsies were taken and stained for lipid droplets (LDs), PLIN5 and laminin. Confocal microscopy images were analysed for LD size, number, PLIN5 association and subcellular distribution. RESULTS: Fasting elevated IMCL content 2.8-fold and reduced insulin sensitivity (by 55%). Individuals with the most prominent increase in IMCL showed the least reduction in insulin sensitivity (r = 0.657; p = 0.028) and mitochondrial function (r = 0.896; p = 0.006). During fasting, PLIN5 gene expression or PLIN5 protein content in muscle homogenates was unaffected, microscopy analyses revealed that the fraction of PLIN5 associated with LDs (PLIN5+) increased significantly (+26%) upon fasting, suggesting PLIN5 redistribution. The significant increase in LD number (+23%) and size (+23%) upon fasting was entirely accounted for by PLIN5+ LDs, not by LDs devoid of PLIN5. Also the association between IMCL storage capacity and insulin resistance and mitochondrial dysfunction was only apparent for PLIN5+ LDs. CONCLUSIONS/INTERPRETATION: Fasting results in subcellular redistribution of PLIN5 and promotes the capacity to store excess fat in larger and more numerous PLIN5-decorated LDs. This associates with blunting of fasting-induced insulin resistance and mitochondrial dysfunction, suggesting a role for PLIN5 in the modulation of fasting-mediated lipotoxicity. TRIAL REGISTRATION: trialregister.nl NTR 2042.


Assuntos
Jejum/fisiologia , Resistência à Insulina/fisiologia , Perilipina-5/metabolismo , Adulto , Western Blotting , Humanos , Laminina/metabolismo , Gotículas Lipídicas , Masculino , Reação em Cadeia da Polimerase em Tempo Real , Adulto Jovem
6.
Diabetologia ; 59(5): 1030-9, 2016 May.
Artigo em Inglês | MEDLINE | ID: mdl-26886198

RESUMO

AIMS/HYPOTHESIS: Dissipating energy via mitochondrial uncoupling has been suggested to contribute to enhanced insulin sensitivity. We hypothesised that skeletal muscle mitochondria of endurance-trained athletes have increased sensitivity for fatty acid (FA)-induced uncoupling, which is driven by the mitochondrial protein adenine nucleotide translocase 1 (ANT1). METHODS: Capacity for FA-induced uncoupling was measured in endurance-trained male athletes (T) and sedentary young men (UT) in an observational study and also in isolated skeletal muscle mitochondria from Zucker diabetic fatty (ZDF) rats and C2C12 myotubes following small interfering RNA (siRNA)-mediated gene silencing of ANT1. Thus, fuelled by glutamate/succinate (fibres) or pyruvate (mitochondria and myotubes) and in the presence of oligomycin to block ATP synthesis, increasing levels of oleate (fibres) or palmitate (mitochondria and myotubes) were automatically titrated while respiration was monitored. Insulin sensitivity was measured by hyperinsulinaemic-euglycaemic clamp in humans and via insulin-stimulated glucose uptake in myotubes. RESULTS: Skeletal muscle from the T group displayed increased sensitivity to FA-induced uncoupling (p = 0.011) compared with muscle from the UT group, and this was associated with elevated insulin sensitivity (p = 0.034). ANT1 expression was increased in T (p = 0.013). Mitochondria from ZDF rats displayed decreased sensitivity for FA-induced uncoupling (p = 0.008). This difference disappeared in the presence of the adenine nucleotide translocator inhibitor carboxyatractyloside. Partial knockdown of ANT1 in C2C12 myotubes decreased sensitivity to the FA-induced uncoupling (p = 0.008) and insulin-stimulated glucose uptake (p = 0.025) compared with controls. CONCLUSIONS/INTERPRETATION: Increased sensitivity to FA-induced uncoupling is associated with enhanced insulin sensitivity and is affected by ANT1 activity in skeletal muscle. FA-induced mitochondrial uncoupling may help to preserve insulin sensitivity in the face of a high supply of FAs. TRIAL REGISTRATION: www.trialregister.nl NTR2002.


Assuntos
Translocador 1 do Nucleotídeo Adenina/metabolismo , Ácidos Graxos/farmacologia , Músculo Esquelético/metabolismo , Translocador 1 do Nucleotídeo Adenina/genética , Animais , Humanos , Técnicas In Vitro , Insulina/genética , Insulina/metabolismo , Resistência à Insulina/genética , Masculino , Mitocôndrias Musculares/efeitos dos fármacos , Mitocôndrias Musculares/metabolismo , Translocases Mitocondriais de ADP e ATP/genética , Translocases Mitocondriais de ADP e ATP/metabolismo , Fibras Musculares Esqueléticas/efeitos dos fármacos , Fibras Musculares Esqueléticas/metabolismo , Músculo Esquelético/efeitos dos fármacos , Ácido Oleico/farmacologia , Ácido Palmítico/farmacologia , Ratos , Ratos Zucker
7.
Biochim Biophys Acta ; 1841(12): 1648-55, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25251292

RESUMO

We used human cardiomyocyte-derived cells to create an in vitro model to study lipid metabolism and explored the effects of PPARγ; ACSL1 and ATGL on fatty acid-induced ER stress. Compared to oleate, palmitate treatment resulted in less intracellular accumulation of lipid droplets and more ER stress, as measured by upregulation of CHOP, ATF6 and GRP78 gene expression and phosphorylation of eukaryotic initiation factor 2a (EIF2a). Both ACSL1 and PPARγ adenovirus-mediated expression augmented neutral lipid accumulation and reduced palmitate-induced upregulation of ER stress markers to levels similar to those in the oleate and control treatment groups. This suggests that increased channeling of non-esterified free fatty acids (NEFA) towards storage in the form of neutral lipids in lipid droplets protects against palmitate-induced ER stress. Overexpression of ATGL in cells incubated with oleate-containing medium increased NEFA release and stimulated expression of ER stress markers. Thus, inefficient creation of lipid droplets as well greater release of stored lipids induces ER stress.


Assuntos
Estresse do Retículo Endoplasmático/efeitos dos fármacos , Ácidos Graxos/toxicidade , Modelos Biológicos , Miócitos Cardíacos/patologia , Triglicerídeos/toxicidade , Acetato-CoA Ligase/metabolismo , Adulto , Biomarcadores/metabolismo , Chaperona BiP do Retículo Endoplasmático , Células HEK293 , Humanos , Espaço Intracelular/efeitos dos fármacos , Espaço Intracelular/metabolismo , Lipase/metabolismo , Miócitos Cardíacos/efeitos dos fármacos , Miócitos Cardíacos/metabolismo , PPAR gama/metabolismo , Palmitatos/toxicidade
9.
Clin Sci (Lond) ; 129(3): 281-90, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25896238

RESUMO

IBD (inflammatory bowel disease), where CD (Crohn's disease) and UC (ulcerative colitis) represent the two main forms, are chronic inflammatory conditions of the intestine. Macrophages play a central role in IBD pathogenesis and are regulated by major differentiation factors such as CSF-1 (colony-stimulating factor 1) in homoeostasis and inflammation. IL (interleukin)-34 has recently been discovered as a second ligand for CSF-1R (CSF-1 receptor). However, expression and involvement of IL-34 in IBD remain unknown. In the present paper, we investigated the expression of IL34, CSF1 and their shared receptor CSF1R in normal human ileum and colon, in inflamed and non-inflamed tissues of CD and UC patients, and in a mouse model of experimental colitis. We found distinct expression patterns of IL34 and CSF1 in ileum and colon, with higher IL34 in ileum and, in contrast, higher CSF1 in colon. Furthermore, IL34 and CSF1 expression was increased with inflammation in IBD patients and in experimental colitis. In humans, infiltrating cells of the lamina propria and intestinal epithelial cells expressed IL-34, and TNF-α (tumour necrosis factor α) regulated IL-34 expression in intestinal epithelial cells through the NF-κB (nuclear factor κB) pathway. These data demonstrate the expression pattern of IL-34 in ileum and colon and suggest IL-34 as a new modulator of inflammation in IBD.


Assuntos
Colite Ulcerativa/metabolismo , Doenças Inflamatórias Intestinais/metabolismo , Interleucinas/metabolismo , Animais , Colite Ulcerativa/imunologia , Humanos , Doenças Inflamatórias Intestinais/imunologia , Macrófagos/metabolismo , Camundongos , NF-kappa B/metabolismo , Fator de Necrose Tumoral alfa/metabolismo
11.
Proc Natl Acad Sci U S A ; 109(29): 11711-6, 2012 Jul 17.
Artigo em Inglês | MEDLINE | ID: mdl-22753483

RESUMO

A low fat oxidative capacity has been linked to muscle diacylglycerol (DAG) accumulation and insulin resistance. Alternatively, a low fat oxidation rate may stimulate glucose oxidation, thereby enhancing glucose disposal. Here, we investigated whether an ethyl-2-[6-(4-chlorophenoxy)hexyl]-oxirane-2-carboxylate (etomoxir)-induced inhibition of fat oxidation leads to muscle fat storage and insulin resistance. An intervention in healthy male subjects was combined with studies in human primary myotubes. Furthermore, muscle DAG and triacylglycerol (TAG), mitochondrial function, and insulin signaling were examined in etomoxir-treated C57bl6 mice. In humans, etomoxir administration increased glucose oxidation at the expense of fat oxidation. This effect was accompanied by an increased abundance of GLUT4 at the sarcolemma and a lowering of plasma glucose levels, indicative of improved glucose homeostasis. In mice, etomoxir injections resulted in accumulation of muscle TAG and DAG, yet improved insulin-stimulated GLUT4 translocation. Also in human myotubes, insulin signaling was improved by etomoxir, in the presence of increased intramyocellular lipid accumulation. These insulin-sensitizing effects in mice and human myotubes were accompanied by increased phosphorylation of AMP-activated protein kinase (AMPK). Our results show that a reduction in fat oxidation leading to accumulation of muscle DAG does not necessarily lead to insulin resistance, as the reduction in fat oxidation may activate AMPK.


Assuntos
Diglicerídeos/metabolismo , Compostos de Epóxi/farmacologia , Ácidos Graxos/metabolismo , Resistência à Insulina/fisiologia , Mitocôndrias/efeitos dos fármacos , Fibras Musculares Esqueléticas/metabolismo , Triglicerídeos/metabolismo , Análise de Variância , Animais , Western Blotting , Imunofluorescência , Transportador de Glucose Tipo 4/metabolismo , Humanos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Mitocôndrias/metabolismo , Fibras Musculares Esqueléticas/efeitos dos fármacos , Oxirredução/efeitos dos fármacos , Sarcolema/metabolismo
12.
Histochem Cell Biol ; 141(3): 263-73, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24186059

RESUMO

The accumulation of lipids in non-adipose tissues is attracting increasing attention due to its correlation with obesity. In muscle tissue, ectopic deposition of specific lipids is further correlated with pathogenic development of insulin resistance and type 2 diabetes. Most intramyocellular lipids are organized into lipid droplets (LDs), which are metabolically active organelles. In order to better understand the putative role of LDs in pathogenesis, insight into both the location of LDs and nearby chemistry of muscle tissue is very useful. Here, we demonstrate the use of label-free coherent anti-Stokes Raman scattering (CARS) microscopy in combination with multivariate, chemometric analysis to visualize intracellular lipid accumulations in ex vivo muscle tissue. Consistent with our previous results, hyperspectral CARS microscopy showed an increase in LDs in tissues where LD proteins were overexpressed, and further chemometric analysis showed additional features morphologically (and chemically) similar to mitochondria that colocalized with LDs. CARS imaging is shown to be a very useful method for label-free stratification of ectopic fat deposition and cellular organelles in fresh tissue sections with virtually no sample preparation.


Assuntos
Lipídeos/análise , Músculo Esquelético/química , Análise Espectral Raman/métodos , Animais , Dieta Hiperlipídica , Masculino , Microscopia/métodos , Mitocôndrias , Músculo Esquelético/citologia , Ratos , Ratos Wistar
14.
Ned Tijdschr Geneeskd ; 1672023 07 05.
Artigo em Holandês | MEDLINE | ID: mdl-37493295

RESUMO

The anti-factor Xa assay is designed to measure plasma low-molecular-weight heparin (LMWH) levels and to monitor heparin therapy. Notably, the results of anti-factor Xa testing cannot be used in the same way as the International Normalized Ratio (INR) is used to guide cumarin treatment: dose adjustments to remain in the therapeutic range have not been shown to be associated with better outcomes of care and lower rates of thrombotic and/or bleeding complications. The anti-factor Xa activity should therefore only be assessed in cases of considerable concern regarding an LWMH under- or overdosis. It is reasonable to lower the LMWH dose in case of a supratherapeutic anti-factor Xa activity. Increasing the LMWH dose in case of a subtherapeutic anti-factor Xa activity should however only be considered in case of morbid obesity or in the setting of breakthrough thrombosis in patients receiving therapeutic dosed LMWH, as long as the anti-factor Xa activity remains below the upper-level of the recommend range.


Assuntos
Obesidade Mórbida , Trombose , Humanos , Heparina de Baixo Peso Molecular/uso terapêutico , Anticoagulantes/uso terapêutico , Trombose/prevenção & controle
15.
Histochem Cell Biol ; 137(2): 205-16, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-22127648

RESUMO

Perilipin 5 (PLIN5/OXPAT) is a lipid droplet (LD) coat protein mainly present in tissues with a high fat-oxidative capacity, suggesting a role for PLIN5 in facilitating fatty acid oxidation. Here, we investigated the role of PLIN5 in fat oxidation in skeletal muscle. In human skeletal muscle, we observed that PLIN5 (but not PLIN2) protein content correlated tightly with OXPHOS content and in rat muscle PLIN5 content correlated with mitochondrial respiration rates on a lipid-derived substrate. This prompted us to examine PLIN5 protein expression in skeletal muscle mitochondria by means of immunogold electron microscopy and Western blots in isolated mitochondria. These data show that PLIN5, in contrast to PLIN2, not only localizes to LD but also to mitochondria, possibly facilitating fatty acid oxidation. Unilateral overexpression of PLIN5 in rat anterior tibialis muscle augmented myocellular fat storage without increasing mitochondrial density as indicated by the lack of change in protein content of five components of the OXPHOS system. Mitochondria isolated from PLIN5 overexpressing muscles did not possess increased fatty acid respiration. Interestingly though, (14)C-palmitate oxidation assays in muscle homogenates from PLIN5 overexpressing muscles revealed a 44.8% (P = 0.05) increase in complete fatty acid oxidation. Thus, in mitochondrial isolations devoid of LD, PLIN5 does not augment fat oxidation, while in homogenates containing PLIN5-coated LD, fat oxidation is higher upon PLIN5 overexpression. The presence of PLIN5 in mitochondria helps to understand why PLIN5, in contrast to PLIN2, is of specific importance in fat oxidative tissues. Our data suggests involvement of PLIN5 in directing fatty acids from the LD to mitochondrial fatty acid oxidation.


Assuntos
Ácidos Graxos/metabolismo , Mitocôndrias Musculares/metabolismo , Músculo Esquelético/metabolismo , Proteínas/metabolismo , Adulto , Animais , Proteínas de Transporte/metabolismo , Técnicas de Cultura de Células , Células HEK293 , Humanos , Metabolismo dos Lipídeos , Masculino , Oxirredução , Perilipina-1 , Perilipina-5 , Fosfoproteínas/metabolismo , Ratos
16.
J Appl Lab Med ; 7(4): 819-826, 2022 06 30.
Artigo em Inglês | MEDLINE | ID: mdl-35061892

RESUMO

BACKGROUND: Artificial intelligence can support clinical decisions by predictive modeling. Using patient-specific characteristics, models may predict the course of clinical parameters, thus guiding monitoring approaches for the individual patient. Here, we present prediction models for inflammation and for the course of renal function and hemoglobin (Hb) in renal cell carcinoma patients after (cryo)surgery. METHODS: Using random forest machine learning in a longitudinal value-based healthcare data set (n = 86) of renal cell carcinoma patients, prediction models were established and optimized using random and grid searches. Data were split into a training and test set in a 70:30 ratio. Inflammation was predicted for a single timepoint, whereas for renal function estimated glomerular filtration rate (eGFR) and Hb time course prediction was performed. RESULTS: Whereas the last Hb and eGFR values before (cryo)surgery were the main basis for the course of Hb and renal function, age and several time frame features also contributed significantly. For eGFR, the type of (cryo)surgery was also a main predicting feature, and for Hb, tumor location, and body mass index were important predictors. With regard to prediction of inflammation no feature was markedly prominent. Inflammation prediction was based on a combination of patient characteristics, physiological parameters, and time frame features. CONCLUSIONS: This study provided interesting insights into factors influencing complications and recovery in individual renal cell carcinoma patients. The established prediction models provide the basis for development of clinical decision support tools for selection and timing of laboratory analyses after (cryo)surgery, thus contributing to quality and efficiency of care.


Assuntos
Carcinoma de Células Renais , Neoplasias Renais , Algoritmos , Inteligência Artificial , Carcinoma de Células Renais/diagnóstico , Carcinoma de Células Renais/cirurgia , Seguimentos , Taxa de Filtração Glomerular , Hemoglobinas , Humanos , Inflamação , Neoplasias Renais/diagnóstico , Neoplasias Renais/cirurgia , Aprendizado de Máquina
17.
Clin Transl Immunology ; 10(11): e1344, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34745609

RESUMO

OBJECTIVES: While physicians are often confronted with immunoglobulin A (IgA) deficiency in children with recurrent infections, the clinical relevance of this finding is unclear. Large-scale studies examining the significance of IgA deficiency in children are hampered by differences in techniques for measuring IgA and the physiological increase of IgA with age. Both result in a variety of reference values used for diagnosing IgA deficiency. We propose a new laboratory-independent method to accurately compare IgA measurements in children of varying ages. METHODS: We present a method to standardise IgA values for age and laboratory differences. We applied this method to a multicentre case-control study of children under the age of seven suffering from recurrent respiratory tract infections (rRTI, cases) and children who had IgA measured as part of coeliac disease screening (controls). We defined IgA deficiency as serum IgA measurements < 2.5% for age-specific reference values. RESULTS: We developed reference values for IgA for seven age groups and five different laboratory assays. Using these reference values, IgA measurements from 417 cases and 224 controls were standardised to compare groups. In children aged 2 years and older, IgA deficiency was observed in 2.9% (7/242) of cases and 0% (0/189) of controls (P = 0.02). CONCLUSION: We present a method to compare IgA values in cohorts that vary in age and laboratory assay. This way, we showed that IgA deficiency was more prevalent in children with rRTI compared with controls. This implicates that IgA deficiency may be a clinically relevant condition, even in young children.

18.
Nat Commun ; 12(1): 2999, 2021 05 20.
Artigo em Inglês | MEDLINE | ID: mdl-34016966

RESUMO

The proper functional interaction between different tissues represents a key component in systemic metabolic control. Indeed, disruption of endocrine inter-tissue communication is a hallmark of severe metabolic dysfunction in obesity and diabetes. Here, we show that the FNDC4-GPR116, liver-white adipose tissue endocrine axis controls glucose homeostasis. We found that the liver primarily controlled the circulating levels of soluble FNDC4 (sFNDC4) and lowering of the hepatokine FNDC4 led to prediabetes in mice. Further, we identified the orphan adhesion GPCR GPR116 as a receptor of sFNDC4 in the white adipose tissue. Upon direct and high affinity binding of sFNDC4 to GPR116, sFNDC4 promoted insulin signaling and insulin-mediated glucose uptake in white adipocytes. Indeed, supplementation with FcsFNDC4 in prediabetic mice improved glucose tolerance and inflammatory markers in a white-adipocyte selective and GPR116-dependent manner. Of note, the sFNDC4-GPR116, liver-adipose tissue axis was dampened in (pre) diabetic human patients. Thus our findings will now allow for harnessing this endocrine circuit for alternative therapeutic strategies in obesity-related pre-diabetes.


Assuntos
Tecido Adiposo Branco/metabolismo , Proteínas de Membrana/metabolismo , Estado Pré-Diabético/metabolismo , Proteínas/metabolismo , Receptores Acoplados a Proteínas G/metabolismo , Células 3T3-L1 , Adipócitos/metabolismo , Tecido Adiposo Branco/citologia , Adolescente , Adulto , Idoso , Animais , Células CHO , Estudos de Coortes , Cricetulus , Estudos Transversais , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/metabolismo , Diabetes Mellitus Tipo 2/prevenção & controle , Dieta Hiperlipídica/efeitos adversos , Modelos Animais de Doenças , Feminino , Técnicas de Silenciamento de Genes , Glucose/metabolismo , Células HEK293 , Células Hep G2 , Humanos , Insulina/metabolismo , Resistência à Insulina , Ilhotas Pancreáticas/metabolismo , Fígado/metabolismo , Masculino , Proteínas de Membrana/administração & dosagem , Proteínas de Membrana/sangue , Proteínas de Membrana/genética , Camundongos , Camundongos Knockout , Pessoa de Meia-Idade , Células NIH 3T3 , Estado Pré-Diabético/sangue , Estado Pré-Diabético/tratamento farmacológico , Estado Pré-Diabético/etiologia , Cultura Primária de Células , Proteínas/análise , Receptores Acoplados a Proteínas G/sangue , Receptores Acoplados a Proteínas G/genética , Proteínas Recombinantes de Fusão/administração & dosagem , Proteínas Recombinantes de Fusão/genética , Proteínas Recombinantes de Fusão/isolamento & purificação , Adulto Jovem
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