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Biomedical subjects

G Van den Berghe

Publications and source records attributed to G Van den Berghe.

At least 19 recordsLinked to original sources

An adaptive input-output modeling approach for predicting the glycemia of critically ill patients.

In this paper we apply system identification techniques in order to build a model suitable for the prediction of glycemia levels of critically ill patients admitted to the intensive care unit. These patients typically show increased glycemia levels, and it has been shown that glycemia control by means of insulin therapy significantly reduces morbidity and mortality. Based on a real-life dataset from 15 critically ill patients, an initial input-output model is estimated which captures the insulin effect on glycemia under different settings. To incorporate patient-specific features, an adaptive modeling strategy is also proposed in which the model is re-estimated at each time step (i.e., every hour). Both one-hour-ahead predictions and four-hours-ahead simulations are executed. The optimized adaptive modeling technique outperforms the general initial model. To avoid data selection bias, 500 permutations, in which the patients are randomly selected, are considered. The results are satisfactory both in terms of forecasting ability and in the clinical interpretation of the estimated coefficients.

Aged↗

Insulin therapy protects the central and peripheral nervous system of intensive care patients.

OBJECTIVE: To investigate the effectiveness of maintaining blood glucose levels below 6.1 mmol/L with insulin as prevention of secondary injury to the central and peripheral nervous systems of intensive care patients. METHODS: The authors studied the effect of intensive insulin therapy on critical illness polyneuropathy (CIPNP), assessed by weekly EMG screening, and its impact on mechanical ventilation dependency, as a prospectively planned subanalysis of a large randomized, controlled trial of 1,548 intensive care patients. In the 63 patients admitted with isolated brain injury, the authors studied the impact of insulin therapy on intracranial pressure, diabetes insipidus, seizures, and long-term rehabilitation at 6 and 12 months follow-up. RESULTS: Intensive insulin therapy reduced ventilation dependency (p = 0.0007; Mantel-Cox log rank test) and the risk of CIPNP (p < 0.0001). The risk of CIPNP among the 405 long-stay (> or =7 days in intensive care unit) patients was lowered by 49% (p < 0.0001). Of all metabolic and clinical effects of insulin therapy, and corrected for known risk factors, the level of glycemic control independently explained this benefit (OR for CIPNP 1.26 [1.09 to 1.46] per mmol blood glucose, p = 0.002). In turn, prevention of CIPNP explained the ability of intensive insulin therapy to reduce the risk of prolonged mechanical ventilation (OR 3.75 [1.49 to 9.39], p = 0.005). In isolated brain injury patients, intensive insulin therapy reduced mean (p = 0.003) and maximal (p < 0.0001) intracranial pressure while identical cerebral perfusion pressures were obtained with eightfold less vasopressors (p = 0.01). Seizures (p < 0.0001) and diabetes insipidus (p = 0.06) occurred less frequently. At 12 months follow-up, more brain-injured survivors in the intensive insulin group were able to care for most of their own needs (p = 0.05). CONCLUSIONS: Preventing even moderate hyperglycemia with insulin during intensive care protected the central and peripheral nervous systems, with clinical consequences such as shortening of intensive care dependency and possibly better long-term rehabilitation.

Adult↗

Do we have reliable biochemical markers to predict the outcome of critical illness?

Current outcome prediction in critically ill patients relies on the art of clinical judgement and/or the science of prognostication using illness severity scores. The biochemical processes underlying critical illness have increasingly been unravelled. Several biochemical markers reflecting the process of inflammation, immune dysfunction, impaired tissue oxygenation and endocrine alterations have been evaluated for their predictive power in small subpopulations of critically ill patients. However, none of these parameters has been validated in large populations of unselected ICU patients as has been done for the illness severity and organ failure scores. A simple biochemical predictor of ICU mortality will probably remain elusive because the processes underlying critical illness are very complex and heterogeneous. Future prognostic models will need to be far more sophisticated.

Biomarkers↗

New evidences for a regulation of deoxycytidine kinase activity by reversible phosphorylation.

Recent studies indicate that deoxycytidine kinase (dCK), which activates various nucleoside analogues used in antileukemic therapy, can be regulated by post-translational modification, most probably through reversible phosphorylation. To further unravel its regulation, dCK was overexpressed in HEK-293 cells as a His-tag fusion protein. Western blot analysis showed that purified overexpressed dCK appears as doublet protein bands. The slower band disappeared after treatment with protein phosphatase lambda (PP lambda) in parallel with a decrease of dCK activity, providing additional arguments in favor of both phosphorylated and unphosphorylated forms of dCK.

Blotting, Western↗

Effects of 2-chloro-2'-deoxyadenosine on the cell cycle in the human leukemia EHEB cell line.

To explain why 2-chloro-2'-deoxyadenosine (CdA) is unable to block DNA synthesis and cell cycle progression, and paradoxically enhances progression from G1 into S phase in the CdA-resistant leukemia EHEB cell line, we studied its metabolism and effects on proteins regulating the transition from G1 to S phase. A low deoxycytidine kinase activity and CdATP accumulation, and a lack of p21 induction despite p53 phosphorylation and accumulation may account for the inability of CdA to block the cell cycle. An alternative pathway involving pRb phosphorylation seems implicated in the CdA-induced increase in G1 to S phase progression.

Antimetabolites, Antineoplastic↗

Mutation of a nuclear respiratory factor 2 binding site in the 5' untranslated region of the ADSL gene in three patients with adenylosuccinate lyase deficiency.

Adenylosuccinate lyase (ADSL; also called "adenylosuccinase") catalyzes two steps in the synthesis of purine nucleotides: (1) the conversion of succinylaminoimidazolecarboxamide ribotide into aminoimidazolecarboxamide ribotide and (2) the conversion of adenylosuccinate into adenosine monophosphate. ADSL deficiency, a recessively inherited disorder, causes variable-but most often severe-mental retardation, frequently accompanied by epilepsy and/or autism. It is characterized by the accumulation, in body fluids, of succinylaminoimidazolecarboxamide riboside and succinyladenosine, the dephosphorylated derivatives of the two substrates of the enzyme. Analysis of the ADSL gene of three unrelated patients with ADSL deficiency, in whom one of the ADSL alleles displayed a normal coding sequence, revealed a -49T-->C mutation in the 5' untranslated region of this allele. Measurements of the amount of mRNA transcribed from the latter allele showed that it was reduced to approximately 33% of that transcribed from the alleles mutated in their coding sequence. Further investigations showed that the -49T-->C mutation provokes a reduction to 25% of wild-type control of promoter function, as evaluated by luciferase activity and mRNA level in transfection experiments. The mutation also affects the binding of nuclear respiratory factor 2 (NRF-2), a known activator of transcription, as assessed by gel-shift studies. Our findings indicate that a mutation of a regulatory region of the ADSL gene might be an unusually frequent cause of ADSL deficiency, and they suggest a role for NRF-2 in the gene regulation of the purine biosynthetic pathway.

5' Untranslated Regions↗

Beyond diabetes: saving lives with insulin in the ICU.

The risk of mortality or significant moridity is high among long-stay intensive care unit (ICU) patients. Sepsis, polyneuropathy and multiple organ failure are prominent causes of mortality and morbidity in the ICU. Many ICU patients are hyperglycaemic, presumably reflecting an adaptive development of insulin resistance. We hypothesized that this hyperglycaemia predisposes patients to many of the typical ICU complications, prolonged intensive care dependence and excess mortality. Insulin therapy directed at establishing normoglycaemia was investigated in a series of 1548 ICU patients. An intensive treatment group received insulin infusion tailored to control blood glucose levels in the range 4.4-6.1 mmol/l (80-110 mg/dl), whereas the conventional treatment group only received insulin when glucose levels exceeded 11.1 mmol/l (200 mg/dl) and in that event were maintained in a target range of 10.0-11.1 mmol/l (180-200 mg/dl). Intensive management of blood glucose levels was reflected in a 43% reduction in intensive care mortality risk (P=0.036 after correction for interim analyses) and a 34% reduction in hospital mortality (P=0.01). A reduced risk of infection was reflected in a 46% reduction in the risk of septicaemia (P=0.003) and a 35% reduction in the need for prolonged (>10 d) antibiotic therapy (P<0.001). Regression analysis suggests that control of glucose levels, rather than insulin administration itself, was responsible for the clinical benefits observed. Use of insulin infusion to control glucose levels in ICU patients, at least in populations similar to those in our study, can be expected to achieve clinically welcome improvements in outcome. An algorithm is proposed for implementing this. Further data are needed to establish the applicability of this strategy to other patient groups in the ICU and in general hospital care.

Algorithms↗

2-Chloro-2'-deoxyadenosine inhibits DNA repair synthesis and potentiates UVC cytotoxicity in chronic lymphocytic leukemia B lymphocytes.

2-Chloro-2'-deoxyadenosine (CdA) is a deoxyadenosine analogue which targets enzymes involved in DNA synthesis, and hence might interfere with the resynthesis step of DNA repair. We tested this hypothesis in resting B cell chronic lymphocytic leukemia (B-CLL) lymphocytes, after firstly characterizing unscheduled DNA synthesis occurring in these cells. We observed that the spontaneous incorporation of [methyl-3H]thymidine (dThd) into DNA of B-CLL cells was not completely inhibitable by hydroxyurea (HU) which blocks DNA replication. In addition, in the presence of HU, dThd incorporation could be upregulated by UVC radiation or DNA alkylation, without re-entry of the cells into S phase. CdA was found to inhibit both spontaneous and upregulated DNA synthesis in B-CLL cells. Phosphorylation of CdA was essential to exert this effect. We finally observed a strong synergistic cytotoxicity between UV light and CdA, which was correlated with activation of caspase-3 and high molecular weight DNA fragmentation, two markers of apoptosis. Taken together, these observations indicate that in B-CLL cells CdA inhibits unscheduled DNA synthesis which represents the polymerizing step of a repair process responsive to DNA aggression. Inhibition of this process by CdA, together with a combined activation of the apoptotic proteolytic cascade by CdA and UV, may explain their synergistic cytotoxicity.

Alkylating Agents↗

Screening for adenylosuccinate lyase deficiency: clinical, biochemical and molecular findings in four patients.

Adenylosuccinate lyase deficiency is an autosomal recessive defect of purine metabolism. Succinyladenosine (S-Ado) and succinylaminoimidazole carboxamide riboside (SAICAr) are the disease marker metabolites in physiological fluids. The Bratton-Marshall test for detection of SAICAr in urine has been added to the selective screening for inborn errors of metabolism that is carried out in our lab. During the last three years, around 2,000 patients have been screened by this method, resulting in the detection of four new cases with this disease. They all presented with severe psychomotor delay, hypotonia and refractory epilepsy since the neonatal period. The S-Ado/SAICAr ratio in cerebrospinal fluid was below 2, indicating that they correspond to the most severe form of the disease. New missense mutations were found in a heterozygous fashion in three patients. The study of purines in all patients with neurological disease of unknown etiology is highly recommended.

Adenylosuccinate Lyase↗

The neuroendocrine response to stress is a dynamic process.

The initial neuroendocrine response to critical illness illness consists primarily of activated anterior pituitary function, the peripheral anabolic pathways being inactivated. This response presumably provides metabolic substrates, establishes the host's defences and is thus considered to be adaptive and beneficial. It was previously assumed that the acute stress response persisted throughout the course of critical illness, but this assumption has now been disproved. Indeed, a uniformly reduced pulsatile secretion of growth hormone, thyroid-stimulating hormone, prolactin and luteinizing hormone has been observed in protracted critical illness, impairing the function of target organs. A reduced availability of thyrotropin-releasing hormone, gonadotropin-releasing hormone, the endogenous ligand of the growth hormone-releasing peptide receptor (possibly ghrelin) and, in very long-stay critically ill men, also growth hormone-releasing hormone seems to be involved. The pulsatile secretion of growth hormone, thyroid-stimulating hormone, prolactin and luteinizing hormone can be re-established by relevant combinations of releasing factors, which also substantially increase the circulating levels of insulin-like growth factor-1, growth hormone dependent binding proteins, thyroxine, tri-iodothyronine and testosterone. Active feedback inhibition loops prevent the target organs being overstimulated. The metabolism is altered in a beneficial way when growth hormone-secretagogues, thyrotropin-releasing hormone and gonadotropin-releasing hormone are administered together, whereas the effect of single-hormone treatment is minor and accompanied by side-effects. This new concept of a selectively reduced stimulation of pituitary function in the chronic phase of critical illness unveils new therapeutic perspectives to reverse the paradoxical wasting syndrome' and intensive care dependency.

Hormones↗

Safety aspects of pharmacological GH therapy in adults.

The consequences of "pharmacological" growth hormone administration have been studied in a number of conditions, including those characterized by high rates of catabolism. The majority of studies have reported favourable effects on metabolism but recent reports indicate that GH treatment results in increased mortality in critically ill humans. The objective of the study was to assess the safety of large doses of rhGH therapy in human adults. Original trials were identified by searching MEDLINE (1966-March 2000) and the Cochrane database (2000). References of all identified trials were also inspected for more studies. All relevant trials in which GH had been administered to non-GH-deficient (GHD) adult humans were selected from. Outcomes such as death, clinically significant change in function, change in length of hospital stay or need for treatment, and adverse effects were sought. Studies were selected, quality-assessed and passed suitable for inclusion by two independent reviewers. Those studies that were placebo-controlled with satisfactory randomization were considered for inclusion. Twenty-one reports were included in the review. A wide range of patient groups were studied by a variety of investigators, employing a range of doses and duration of GH treatment. The study protocols differed markedly. The majority of studies were small and were designed and/or powered to enable identification of specific effects on nutritional status, protein metabolism, level of function or quality of life. Only two studies were designed to assess safety issues and mortality. In these, GH treatment was associated with a marked increase in mortality in critically ill ICU patients, with a range of diagnoses. Multi-organ failure and the effects of sepsis/infection accounted for most of the excess mortality. In addition morbidity, in terms of length of ICU stay, was increased by GH administration. Other less marked effects were increased fluid retention and hyperglycaemia as a consequence of GH administration. Functional improvement following GH therapy was documented in some studies. There have been few studies assessing the safety aspects of "pharmacological" GH treatment in adult humans. Two well-designed reports indicate that GH administration results in increased morbidity and mortality in a wide variety of critically ill subjects across a spectrum of age ranges. The mechanism(s) of the GH-associated mortality remain poorly understood. Based on current trial evidence, pharmacological GH treatment cannot be recommended for widespread use in critically ill subjects. Well-conducted and reported randomized trials are still needed to inform practice as to whether GH administration will be safe in specific illness categories.

Adolescent↗

Resistance to 2-chloro-2'-deoxyadenosine of the human B-cell leukemia cell line EHEB.

The effects of 2-chloro-2'-deoxyadenosine (CdA, cladribine), an adenosine deaminase-resistant analogue toxic for both proliferating and resting lymphoid cells, were investigated in the human leukemia cell line EHEB, which was derived from a patient with B-cell chronic lymphocytic leukemia. These cells were found to be less sensitive to CdA than B-cell chronic lymphocytic leukemia lymphocytes (approximately 25-fold) and other human lymphoblastic cell lines (10-1000-fold). Phosphorylation of CdA by deoxycytidine kinase and intracellular accumulation of 2-chloro-2'-deoxyadenosine triphosphate (CdATP) were similar in EHEB cells and in other CdA-sensitive cell lines. In contrast, the inhibitory effect of CdA on ribonucleotide reductase activity, which was investigated in situ by the conversion of cytidine into deoxyribonucleotides and its incorporation into DNA, was much less pronounced in EHEB cells than in other human lymphoblastic cells. Accordingly, concentrations of deoxynucleoside triphosphates did not decrease and even tended to rise. Unexpectedly, incorporation of thymidine and deoxycytidine into DNA was increased severalfold after a 24-h incubation with CdA. CdA also increased the activities of deoxycytidine kinase and thymidine kinase approximately 4-fold. Analysis of the cell cycle by flow cytometry showed that after 24 h, CdA provoked an increase in the proportion of cells in S phase, synthesizing DNA. We conclude that the EHEB cell line is resistant to the cytotoxic action of CdA not only because of a lack of inhibition of ribonucleotide reduction but also because CdA, in contrast with its known effects, provokes in this cell line an increase in the proportion of cells replicating their DNA. Unraveling of the mechanism of this effect may shed light on clinical resistance to CdA.

Antineoplastic Agents↗

Phosphorylation and activation of heart PFK-2 by AMPK has a role in the stimulation of glycolysis during ischaemia.

BACKGROUND: The role of protein phosphorylation in the Pasteur effect--the phenomenon whereby anaerobic conditions stimulate glycolysis--has not been addressed. The AMP-activated protein kinase (AMPK) is activated when the oxygen supply is restricted. AMPK acts as an energy-state sensor and inhibits key biosynthetic pathways, thus conserving ATP. Here, we studied whether AMPK is involved in the Pasteur effect in the heart by phosphorylating and activating 6-phosphofructo-2-kinase (PFK-2), the enzyme responsible for the synthesis of fructose 2,6-bisphosphate, a potent stimulator of glycolysis. RESULTS: Heart PFK-2 was phosphorylated on Ser466 and activated by AMPK in vitro. In perfused rat hearts, anaerobic conditions or inhibitors of oxidative phosphorylation (oligomycin and antimycin) induced AMPK activation, which correlated with PFK-2 activation and with an increase in fructose 2,6-bisphosphate concentration. Moreover, in cultured cells transfected with heart PFK-2, oligomycin treatment resulted in a parallel activation of endogenous AMPK and PFK-2. In these cells, the activation of PFK-2 was due to the phosphorylation of Ser466. A dominant-negative construct of AMPK abolished the activation of endogenous and cotransfected AMPK, and prevented both the activation and phosphorylation of transfected PFK-2 by oligomycin. CONCLUSIONS: AMPK phosphorylates and activates heart PFK-2 in vitro and in intact cells. AMPK-mediated PFK-2 activation is likely to be involved in the stimulation of heart glycolysis during ischaemia.

AMP-Activated Protein Kinases↗