End-to-end learning with interpretation on electrohysterography data to predict preterm birth.

Prediction of preterm birth is a difficult task for clinicians. By examining an electrohysterogram, electrical activity of the uterus that can lead to preterm birth can be detected. Since signals associated with uterine activity are difficult to interpret for clinicians without a background in signal processing, machine learning may be a viable solution. We are the first to employ Deep Learning models, a long-short term memory and temporal convolutional network model, on electrohysterography data using the Term-Preterm Electrohysterogram database. We show that end-to-end learning achieves an AUC score of 0.58, which is comparable to machine learning models that use handcrafted features. Moreover, we evaluate the effect of adding clinical data to the model and conclude that adding the available clinical data to electrohysterography data does not result in a gain in performance. Also, we propose an interpretability framework for time series classification that is well-suited to use in case of limited data, as opposed to existing methods that require large amounts of data. Clinicians with extensive work experience as gynaecologist used our framework to provide insights on how to link our results to clinical practice and stress that in order to decrease the number of false positives, a dataset with patients at high risk of preterm birth should be collected. All code is made publicly available.

[State of the art: Direct oral anticoagulants and transfusion]. / État de l'art : nouveaux anticoagulants et transfusion.

Direct oral anticoagulants (DOAC) are indicated for stroke prevention in atrial fibrillation and for the prevention and treatment of venous thromboembolism. As any anticoagulant, they are associated with a bleeding risk. Management of DOAC-induced bleeding is challenging. Idarucizumab, antidote for dabigatran, is currently available and is part of the therapeutic strategy, whereas antidotes for anti-Xa agents are under development. Activated or non-activated prothrombin concentrates are proposed, although their efficacy to reverse DOAC is uncertain. We propose an update on DOAC-associated bleeding management, integrating the availability of idarucizumab and the critical place of DOAC concentration measurements.

Roles of "Wanting" and "Liking" in Motivating Behavior: Gambling, Food, and Drug Addictions.

The motivation to seek out and consume rewards has evolutionarily been driven by the urge to fulfill physiological needs. However in a modern society dominated more by plenty than scarcity, we tend to think of motivation as fueled by the search for pleasure. Here, we argue that two separate but interconnected subcortical and unconscious processes direct motivation: "wanting" and "liking." These two psychological and neuronal processes and their related brain structures typically work together, but can become dissociated, particularly in cases of addiction. In drug addiction, for example, repeated consumption of addictive drugs sensitizes the mesolimbic dopamine system, the primary component of the "wanting" system, resulting in excessive "wanting" for drugs and their cues. This sensitizing process is long-lasting and occurs independently of the "liking" system, which typically remains unchanged or may develop a blunted pleasure response to the drug. The result is excessive drug-taking despite minimal pleasure and intense cue-triggered craving that may promote relapse long after detoxification. Here, we describe the roles of "liking" and "wanting" in general motivation and review recent evidence for a dissociation of "liking" and "wanting" in drug addiction, known as the incentive sensitization theory (Robinson and Berridge 1993). We also make the case that sensitization of the "wanting" system and the resulting dissociation of "liking" and "wanting" occurs in both gambling disorder and food addiction.

[Clinical and biological features of patients with essential thrombocythaemia according to their mutational status JAK2 or CALR: Single-center study of 40 patients and review of the literature]. / Caractéristiques clinico-biologiques des patients avec thrombocytémie essentielle en fonction de leur statut mutationnel JAK2 ou CALR : étude monocentrique de 40 patients et revue de la littérature.

BACKGROUND: Somatic mutations in the calreticulin gene (CALR) were recently described in essential thrombocythemia (ET) and primary myelofibrosis with non-mutated JAK2 or MPL. The aim of this single-center study was to compare the clinical and biological features of ET patients according to their mutational status. METHODS: We included 40 patients with ET followed in hematology consultation. The JAK2 V617F mutation was assessed by quantitative PCR. For the detection of CALR mutations, we performed a PCR amplification of CALR exon 9 followed by direct sequencing. RESULTS: Among 40 study patients, 23 (57.5%) harbored V617F JAK2, 12 of the 17 patients without JAK2 mutation harbored CALR, no patient expressed MPL mutation and 5 were negative for all three mutations. Five types of mutations were identified with predominance of 52bp deletion and 5bp insertion (7/12 and 2/12 respectively). The incidence of thrombotic events at diagnosis was significantly higher in JAK2 mutated patients (P<0.05). Biologically, patients with CALR mutation had significantly higher platelet count (P<0.01) and significantly lower hemoglobin level (P<0.05) than those with V617F JAK2 mutation. CONCLUSION: JAK2 and CALR mutation screening in ET has a diagnostic value. Each mutation displays a distinct phenotype with uncertain impact on long-term outcome.

Compositional variations in In(0.5)Ga(0.5)N nanorods grown by molecular beam epitaxy.

The composition of InxGa1 - xN nanorods grown by molecular beam epitaxy with nominal x = 0.5 has been mapped by electron microscopy using Z-contrast imaging and x-ray microanalysis. This shows a coherent and highly strained core-shell structure with a near-atomically sharp boundary between a Ga-rich shell (x âˆ¼ 0.3) and an In-rich core (x âˆ¼ 0.7), which itself has In- and Ga-rich platelets alternating along the growth axis. It is proposed that the shell and core regions are lateral and vertical growth sectors, with the core structure determined by spinodal decomposition.

Platelet dysfunction associated with the novel Trp29Cys thromboxane A2 receptor variant.

BACKGROUND: Genetic variations that affect the structure of the thromboxane A2 receptor (TP receptor) provide insights into the function of this key platelet and vascular receptor, but are very rare in unselected populations. OBJECTIVES: To determine the functional consequences of the TP receptor Trp29Cys (W29C) substitution. PATIENTS/METHODS: We performed a detailed phenotypic analysis of an index case (P1) with reduced platelet aggregation and secretion responses to TP receptor pathway activators, and a heterozygous TP receptor W29C substitution. An analysis of the variant W29C TP receptor expressed in heterologous cells was performed. RESULTS: Total TP receptor expression in platelets from P1 was similar to that of controls, but there was reduced maximum binding and reduced affinity of binding to the TP receptor antagonist [(3) H]SQ29548. HEK293 cells transfected with W29C TP receptor cDNA showed similar total TP receptor expression to wild-type (WT) controls. However, the TP receptor agonist U46619 was less potent at inducing rises in cytosolic free Ca(2+) in HEK293 cells expressing the W29C TP receptor than in WT controls, indicating reduced receptor function. Immunofluorescence microscopy and cell surface ELISA showed intracellular retention and reduced cell surface expression of the W29C TP receptor in HEK293 cells. Consistent with the platelet phenotype, both maximum binding and the affinity of binding of [(3) H]SQ29548 to the W29C TP receptor were reduced compared to WT controls. CONCLUSION: These findings extend the phenotypic description of the very rare disorder TP receptor deficiency, and show that the W29C substitution reduces TP receptor function by reducing surface receptor expression and by disrupting ligand binding.

The profibrotic cytokine transforming growth factor-ß1 increases endothelial progenitor cell angiogenic properties.

BACKGROUND: Transforming growth factor-ß1 (TGF-ß1) is a profibrotic cytokine that plays a major role in vascular biology, and is known to regulate the phenotype and activity of various vascular cell populations. Because most fibrotic diseases, such as idiopathic pulmonary fibrosis (IPF), are associated with vascular remodeling, and as endothelial progenitor cells (EPCs) may be involved in this process, we investigated the impact of TGF-ß1 modulation of EPC angiogenic properties. METHODS: TGF-ß1 plasma levels were determined in 64 patients with IPF and compared with those in controls. The effect of TGF-ß1 on angiogenesis was studied in vivo in a Matrigel plug model and in vitro on endothelial colony-forming cells (ECFCs). We studied the effects of inhibiting the expression of the three main receptors of TGF-ß1 in ECFCs by using short interfering RNA. RESULTS: Total TGF-ß1 plasma levels were significantly increased in patients with IPF as compared with controls (P < 0.0001). TGF-ß1 had proangiogenic effects in vivo by increasing hemoglobin content and blood vessel formation in Matrigel plugs implanted in C57/Bl6 mice, and in vitro by enhancing ECFC viability and migration. The effects were abolished by silencing the three main TGF-ß1 receptors. CONCLUSIONS: TGF-ß1 is proangiogenic in vivo and induces ECFC angiogenic properties in vitro, suggesting that TGF-ß1 may play a role during vascular remodeling in fibrotic disease states via EPCs.

Cytomegalovirus-specific regulatory and effector T cells share TCR clonality--possible relation to repetitive CMV infections.

Cytomegalovirus (CMV) infections have a major impact on morbidity and mortality of transplant patients. Among the complex antiviral T-cell response, CMV-IE-1 antigen-specific CD8+ cells are crucial for preventing CMV disease but do not protect from recurring/lasting CMV reactivation. Recently, we confirmed that adoptive transfer of autologous IE-1/pp65-specific T-cell lines was able to combat severe CMV disease; however, the control of CMV infection was only temporary. We hypothesized that CMV-induced regulatory T cells (iTreg) might be related to recurring/lasting CMV infection. In fact, kidney transplant patients with recurring CMV infections expressed enhanced suppression on CMV response. Analysis of in vitro expanded CD4+ epitope-specific cells revealed that CMV-specific CD4+CD25(high) Treg cells functionally suppress CD25(low) effector T cells (Teff) upon epitope-specific reactivation. Their phenotype is similar to iTreg - CD39(high) /Helios-/IL-2(low) /IFNγ(high) /IL-10±/TGFß-LAP±/FOXP3+ and methylated foxp3 locus. Remarkably, in vitro expanded CD4+CD25(high) iTreg share the same dominant TCR-Vß-CDR3 clones with functionally distinct CD4+CD25(low) Teff. Moreover, the same clones were present in freshly isolated CD4+CD25(high) and CD4+CD25(low) T cells suggesting their in vivo generation. These findings directly demonstrate that Teff and iTreg can differentiate from one "mother" clone with specificity to the same viral epitope and indicate that peripheral iTreg generation is related to frequent antigen appearance.

Therapeutic effect of fucoidan-stimulated endothelial colony-forming cells in peripheral ischemia.

BACKGROUND: Fucoidan, an antithrombotic polysaccharide, can induce endothelial colony-forming cells (ECFC) to adopt an angiogenic phenotype in vitro. OBJECTIVES: We evaluated the effect of fucoidan on vasculogenesis induced by ECFC in vivo. METHODS: We used a murine hindlimb ischemia model to probe the synergic role of fucoidan-treatment and ECFC infusion during tissue repair. RESULTS: We found that exposure of ECFC to fucoidan prior to their intravenous injection improved residual muscle blood flow and increased collateral vessel formation. Necrosis of ischemic tissue was significantly reduced on day 14, to 12.1% of the gastronecmius cross-sectional surface area compared with 40.1% in animals injected with untreated-ECFC. ECFC stimulation with fucoidan caused a rapid increase in cell adhesion to activated endothelium in flow conditions, and enhanced transendothelial extravasation. Fucoidan-stimulated ECFC were resistant to shear stresses of up to 21 dyn cm(-2). Direct binding assays showed strong interaction of fucoidan with displaceable binding sites on the ECFC membrane. Bolus intramuscular administration of fucoidan 1 day after surgery reduces rhabdomyolysis. Mice injected with fucoidan (15 mg kg(-1)) had significantly lower mean serum creatine phosphokinase (CPK) activity than control animals. This CPK reduction was correlated with muscle preservation against necrosis (P < 0.001). CONCLUSIONS: Fucoidan greatly increases ECFC-mediated angiogenesis in vivo. Its angiogenic effect would be due in part to its transportation to the ischemic site and its release after displacement by proteoglycans present in the extracellular matrix. The use of ECFC and fucoidan together, will be an efficient angiogenesis strategy to provide therapeutic neovascularization.

Osteoprotegerin, a new actor in vasculogenesis, stimulates endothelial colony-forming cells properties.

BACKGROUND: Osteoprotegerin (OPG), a soluble receptor of the tumour necrosis factor family, and its ligand, the receptor activator of nuclear factor-κB ligand (RANKL), are emerging as important regulators of vascular pathophysiology. OBJECTIVES: We evaluated their effects on vasculogenesis induced by endothelial colony-forming cells (ECFC) and on neovessel formation in vivo. METHODS: Effects of OPG and RANKL on in vitro angiogenesis were evaluated after ECFC incubation with OPG or RANKL (0-50 ng mL(-1)). Effects on microvessel formation were evaluated with an in vivo murin Matrigel plug assay. Vascularization was evaluated by measuring plug hemoglobin and vascular endothelial growth factor (VEGF)-R2 content 14 days after implantation. RESULTS: We found that ECFC expressed OPG and RANK but not RANKL mRNA. Treatment of ECFC with VEGF or stromal cell-derived factor-1 (SDF-1) upregulated OPG mRNA expression. OPG stimulated ECFC migration (P < 0.05), chemotaxis (P < 0.05) and vascular cord formation on Matrigel(®) (P < 0.01). These effects were correlated with SDF-1 mRNA overexpression, which was 30-fold higher after 4 h of OPG stimulation (P < 0.01). OPG-mediated angiogenesis involved the MAPK signaling pathway as well as Akt or mTOR cascades. RANKL also showed pro-vasculogenic effects in vitro. OPG combined with FGF-2 promoted neovessel formation in vivo, whereas RANKL had no effect. CONCLUSIONS: OPG induces ECFC activation and is a positive regulator of microvessel formation in vivo. Our results suggest that the OPG/RANK/RANKL axis may be involved in vasculogenesis and strongly support a modulatory role in tissue revascularization.

[Hydroxychloroquine: a new therapeutic approach to the thrombotic manifestations of antiphospholipid syndrome]. / Hydroxychloroquine: une nouvelle approche thérapeutique des manifestations thrombotiques du syndrome des antiphospholipides.

Studies have shown a protective effect of hydroxychloroquine on thrombosis in systemic lupus erythematosus patients. Recent in vitro studies have demonstrated that this molecule was able to restore the anticoagulant action of annexin A5, which is reduced in presence of antiphospholipid antibodies. Hydroxychloroquine use may be a new approach of the prevention of thrombosis in the antiphospholipid syndrome, which remains to be validated by well-conducted clinical trials.

[Thrombocytopenia associated with iron deficiency: a rare differential diagnosis of auto-immune thrombocytopenic purpura]. / Thrombopénie ferriprive : un diagnostic différentiel rare du purpura thrombopénique auto-immun.

INTRODUCTION: Iron deficiency is typically associated with microcytic anemia and thrombocytosis. It is a very uncommon cause of thrombocytopenia. CASE REPORT: A 17-year-old female presented with marked fatigue and dyspnea on exertion. Review of systems was only remarkable for abundant menstruations during the past two years. The hemogram revealed a profound microcytic anemia (4.4 g/dL, mean corpuscular volume [MCV] 49 fL) and a thrombocytopenia (33 G/L). Marked iron deficiency was also present: ferritinemia <3 µg/L. Investigations did not find any cause of iron deficiency anemia other than excessive menstrual loss. Bone marrow examination showed an increase number of megakaryocytes, compatible with an immune thrombocytopenia purpura. Iron supplementation completely normalized the platelet count within 48 hours. CONCLUSION: Iron affects thrombopoiesis. Because the number of megakaryocytes may then increase in the bone marrow, "iron deficiency thrombocytopenia" may be falsely diagnosed as immune thrombocytopenic purpura, leading to inappropriate corticosteroid therapy. Iron supplementation is the appropriate treatment of iron deficiency thrombocytopenia and allowed a rapid correction of the platelet count in all the 24 cases that have been previously reported with sufficient detail to be analyzed in the literature.

Perfusion defects after pulmonary embolism: risk factors and clinical significance.

BACKGROUND: Little is known about residual abnormalities after pulmonary embolism (PE). OBJECTIVES: To assess risk factors and the clinical significance of perfusion defects in patients with PE. PATIENTS/METHODS: Consecutive patients receiving at least 3 months of anticoagulant for an acute PE were included in a prospective cohort study. Ventilation/perfusion lung scan, echocardiography, 6-min walk test, thrombophilia and hemostatic variables were performed 6-12 months after PE. Perfusion defect was defined as a perfusion defect in at least two segments. RESULTS: Seventy-three out of 254 patients (29%) had perfusion defects during follow-up (median 12 months) and were more likely to have dyspnea, had a higher systolic pulmonary arterial pressure [39 mmHg (SD) (12) vs. 31 mmHg (8); P < 0.001] and walked a shorter distance during the 6-min walk test [374 m (122) vs. 427 m (99); P = 0.004]. Age [odds ratio (OR) 1.35; 95% confidence interval (CI), 1.11-1.63], the time interval between symptom onset and diagnosis (OR, 1.17; 95% CI, 1.04-1.31), pulmonary vascular obstruction at the onset of PE (OR, 1.34; 95% CI, 1.16-1.55) and previous venous thromboembolism (OR 2.06; 95% CI, 1.03-4.11) were independent predictors of perfusion defect after treatment of acute PE. Total tissue factor pathway inhibitor concentration was associated with perfusion defects. CONCLUSIONS: Perfusion defects are associated with an increase in pulmonary artery pressure (PAP) and functional limitation. Age, longer times between symptom onset and diagnosis, initial pulmonary vascular obstruction and previous venous thromboembolism were associated with perfusion defects.

Arterial and venous thrombosis is associated with different angiogenic cytokine patterns in patients with antiphospholipid syndrome.

Antiphospholipid syndrome (APS) is defined as a combination of antiphospholipid antibodies, arterial and/or venous thrombosis, and, in women, recurrent fetal loss. The mechanisms underlying this prothrombotic tendency are unclear. Here we determined plasma levels of the angiogenic growth factors vascular endothelial growth factor (VEGF), placental growth factor (PlGF) and stromal cell-derived factor-1 (SDF-1) in 34 patients with APS (median age 40 years) compared with 180 healthy controls and with 80 age-matched deep-venous thrombosis patients in whom the diagnosis of APS had been excluded. All of the patients met updated APS criteria and two-thirds of them were triply positive for antiphospholipid antibodies (lupus anticoagulant, anti-beta2-glycoprotein I and anti-cardiolipin antibodies). Angiogenic cytokines were quantified at least 6 months after an acute thrombotic event. VEGF levels were similar in the patients and controls, but were significantly higher in the patients with arterial thrombosis than in the patients with venous thrombosis. Plasma levels of SDF-1 and PlGF were significantly elevated in the patients, regardless of the arterial/venous nature of the thrombosis. Together, these results suggest that APS is associated with an angiogenic process, but that the angiogenic signal differs between patients with arterial and venous thrombosis. Lupus (2010) 19, 837-843.