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1.
Cancer Med ; 12(10): 11107-11126, 2023 05.
Article in English | MEDLINE | ID: mdl-36776000

ABSTRACT

Glioblastoma Multiforme (GBM) remains the most common malignant primary brain tumor with a dismal prognosis that rarely exceeds beyond 2 years despite extensive therapy, which consists of maximal safe surgical resection, radiotherapy, and/or chemotherapy. Recently, it has become clear that GBM is not one homogeneous entity and that both intra-and intertumoral heterogeneity contributes significantly to differences in tumoral behavior which may consequently be responsible for differences in survival. Strikingly and in spite of its dismal prognosis, small fractions of GBM patients seem to display extremely long survival, defined as surviving over 10 years after diagnosis, compared to the large majority of patients. Although the underlying mechanisms for this peculiarity remain largely unknown, emerging data suggest that still poorly characterized both cellular and molecular factors of the tumor microenvironment and their interplay probably play an important role. We hereby give an extensive overview of what is yet known about these cellular and molecular features shaping extreme long survival in GBM.


Subject(s)
Brain Neoplasms , Glioblastoma , Humans , Glioblastoma/genetics , Glioblastoma/therapy , Brain Neoplasms/genetics , Brain Neoplasms/therapy , Prognosis , Tumor Microenvironment/genetics
2.
Nat Commun ; 12(1): 4117, 2021 07 05.
Article in English | MEDLINE | ID: mdl-34226537

ABSTRACT

Epidemiological and clinical reports indicate that SARS-CoV-2 virulence hinges upon the triggering of an aberrant host immune response, more so than on direct virus-induced cellular damage. To elucidate the immunopathology underlying COVID-19 severity, we perform cytokine and multiplex immune profiling in COVID-19 patients. We show that hypercytokinemia in COVID-19 differs from the interferon-gamma-driven cytokine storm in macrophage activation syndrome, and is more pronounced in critical versus mild-moderate COVID-19. Systems modelling of cytokine levels paired with deep-immune profiling shows that classical monocytes drive this hyper-inflammatory phenotype and that a reduction in T-lymphocytes correlates with disease severity, with CD8+ cells being disproportionately affected. Antigen presenting machinery expression is also reduced in critical disease. Furthermore, we report that neutrophils contribute to disease severity and local tissue damage by amplification of hypercytokinemia and the formation of neutrophil extracellular traps. Together our findings suggest a myeloid-driven immunopathology, in which hyperactivated neutrophils and an ineffective adaptive immune system act as mediators of COVID-19 disease severity.


Subject(s)
COVID-19/complications , COVID-19/immunology , Cytokine Release Syndrome/complications , Monocytes/pathology , Neutrophil Activation , Aged , Antigen-Presenting Cells/immunology , COVID-19/blood , COVID-19/virology , Case-Control Studies , Cytokine Release Syndrome/blood , Cytokine Release Syndrome/pathology , Cytokine Release Syndrome/virology , Cytokines/blood , Extracellular Traps/metabolism , Female , Histocompatibility Antigens Class II/metabolism , Humans , Immunophenotyping , Male , Middle Aged , SARS-CoV-2/physiology , Severity of Illness Index
3.
Cell Mol Life Sci ; 78(8): 3987-4002, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33715015

ABSTRACT

The COVID-19 pandemic poses a major burden on healthcare and economic systems across the globe. Even though a majority of the population develops only minor symptoms upon SARS-CoV-2 infection, a significant number are hospitalized at intensive care units (ICU) requiring critical care. While insights into the early stages of the disease are rapidly expanding, the dynamic immunological processes occurring in critically ill patients throughout their recovery at ICU are far less understood. Here, we have analysed whole blood samples serially collected from 40 surviving COVID-19 patients throughout their recovery in ICU using high-dimensional cytometry by time-of-flight (CyTOF) and cytokine multiplexing. Based on the neutrophil-to-lymphocyte ratio (NLR), we defined four sequential immunotypes during recovery that correlated to various clinical parameters, including the level of respiratory support at concomitant sampling times. We identified classical monocytes as the first immune cell type to recover by restoration of HLA-DR-positivity and the reduction of immunosuppressive CD163 + monocytes, followed by the recovery of CD8 + and CD4 + T cell and non-classical monocyte populations. The identified immunotypes also correlated to aberrant cytokine and acute-phase reactant levels. Finally, integrative analysis of cytokines and immune cell profiles showed a shift from an initially dysregulated immune response to a more coordinated immunogenic interplay, highlighting the importance of longitudinal sampling to understand the pathophysiology underlying recovery from severe COVID-19.


Subject(s)
COVID-19/immunology , Critical Illness , Leukocyte Count , SARS-CoV-2 , Acute-Phase Proteins/analysis , Antigens, CD/analysis , COVID-19/blood , Convalescence , Cytokines/blood , Female , Follow-Up Studies , HLA-DR Antigens/analysis , Humans , Intensive Care Units/statistics & numerical data , Length of Stay/statistics & numerical data , Lymphocyte Count , Lymphocyte Subsets , Male , Middle Aged , Monocytes , Neutrophils , Pandemics , Prognosis , Prospective Studies
4.
Int J Qual Health Care ; 28(1): 22-32, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26590376

ABSTRACT

OBJECTIVE: To assess between-hospital variations in standardized in-hospital mortality ratios of community-acquired pneumonia (CAP), and identify possible leads for quality improvement. DESIGN: We used an administrative database to estimate standardized in-hospital mortality ratios for 111 Belgian hospitals, by carrying out a set of hierarchical logistic regression models, intended to disentangle therapeutic attitudes and biases. To facilitate the detection of false-negative/positive results, we added an inconclusive zone to the funnel plots, derived from the results of the study. Data quality was validated by comparison with (i) alternative data from the largest Belgian Sickness Fund, (ii) published German hospital data and (iii) the results of an on-site audit. SETTING: All Belgian hospital discharge records from 2004 to 2007. STUDY PARTICIPANTS: A total of 111 776 adult patients were admitted for CAP. MAIN OUTCOME MEASURE: Risk-adjusted standardized in-hospital mortality ratios. RESULTS: Out of the 111 hospitals, we identified five and six outlying hospitals, with standardized mortality ratios of CAP consistently on the extremes of the distribution, as providing possibly better or worse care, respectively, and 18 other hospitals as having possible quality weaknesses/strengths. At the individuals' level of the analysis, adjusted odds ratios showed the paramount importance of old age, comorbidity and mechanical ventilation. The data compared well with the different validation sources. CONCLUSIONS: Despite the limitations inherent to administrative data, it seemed possible to establish inter-hospital differences in standardized in-hospital mortality ratios of CAP and to identify leads for quality improvement. Monitoring is needed to assess progress in quality.


Subject(s)
Community-Acquired Infections/mortality , Hospital Mortality , Pneumonia/mortality , Quality Improvement , Adult , Aged , Belgium/epidemiology , Female , Health Services Research , Hospitalization , Humans , Male , Middle Aged
5.
Epidemiol Infect ; 140(11): 2096-109, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22230041

ABSTRACT

Varicella-zoster virus causes chickenpox (CP) and after reactivation herpes zoster (HZ). Vaccines are available against both diseases warranting an assessment of the pre-vaccination burden of disease. We collected data from relevant Belgian databases and performed five surveys of CP and HZ patients. The rates at which a general practitioner is visited at least once for CP and HZ are 346 and 378/100 000 person-years, respectively. The average CP and HZ hospitalization rates are 5·3 and 14·2/100 000 person-years respectively. The direct medical cost for HZ is about twice as large as the direct medical cost for CP. The quality-adjusted life years lost for ambulatory CP patients consulting a physician is more than double that of those not consulting a physician (0·010 vs. 0·004). In conclusion, both diseases cause a substantial burden in Belgium.


Subject(s)
Chickenpox , Cost of Illness , Herpes Zoster , Adolescent , Adult , Aged , Aged, 80 and over , Ambulatory Care/economics , Ambulatory Care/statistics & numerical data , Belgium/epidemiology , Chickenpox/economics , Chickenpox/mortality , Chickenpox/therapy , Child , Child, Preschool , Female , Health Care Costs/statistics & numerical data , Health Care Surveys , Health Surveys , Herpes Zoster/economics , Herpes Zoster/mortality , Herpes Zoster/therapy , Hospitalization/economics , Hospitalization/statistics & numerical data , Humans , Infant , Infant, Newborn , Male , Middle Aged , Quality of Life , Quality-Adjusted Life Years , Severity of Illness Index , Surveys and Questionnaires , Young Adult
6.
Hum Reprod ; 25(3): 654-64, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20007161

ABSTRACT

BACKGROUND: Lack of a non-invasive diagnostic test contributes to the long delay between onset of symptoms and diagnosis of endometriosis. The aim of this study was to evaluate the combined performance of six potential plasma biomarkers in the diagnosis of endometriosis. METHODS: This case-control study was conducted in 294 infertile women, consisting of 93 women with a normal pelvis and 201 women with endometriosis. We measured plasma concentrations of interleukin (IL)-6, IL-8, tumour necrosis factor-alpha, high-sensitivity C-reactive protein (hsCRP), and cancer antigens CA-125 and CA-19-9. Analyses were done using the Kruskal-Wallis test, Mann-Whitney test, receiver operator characteristic, stepwise logistic regression and least squares support vector machines (LSSVM). RESULTS: Plasma levels of IL-6, IL-8 and CA-125 were increased in all women with endometriosis and in those with minimal-mild endometriosis, compared with controls. In women with moderate-severe endometriosis, plasma levels of IL-6, IL-8 and CA-125, but also of hsCRP, were significantly higher than in controls. Using stepwise logistic regression, moderate-severe endometriosis was diagnosed with a sensitivity of 100% (specificity 84%) and minimal-mild endometriosis was detected with a sensitivity of 87% (specificity 71%) during the secretory phase. Using LSSVM analysis, minimal-mild endometriosis was diagnosed with a sensitivity of 94% (specificity 61%) during the secretory phase and with a sensitivity of 92% (specificity 63%) during the menstrual phase. CONCLUSIONS: Advanced statistical analysis of a panel of six selected plasma biomarkers on samples obtained during the secretory phase or during menstruation allows the diagnosis of both minimal-mild and moderate-severe endometriosis with high sensitivity and clinically acceptable specificity.


Subject(s)
Biomarkers/blood , Endometriosis/diagnosis , C-Reactive Protein/analysis , CA-125 Antigen/blood , CA-19-9 Antigen/blood , Case-Control Studies , Endometriosis/immunology , Female , Humans , Interleukin-6/blood , Interleukin-8/blood , Logistic Models , Tumor Necrosis Factor-alpha/analysis
7.
Breast Cancer Res Treat ; 106(1): 127-33, 2007 Nov.
Article in English | MEDLINE | ID: mdl-17211534

ABSTRACT

PURPOSE: In breast cancer, in vitro as well as in vivo experiments have shown an inverse relationship between HER-2 and steroid hormone receptors. It is unknown whether circulating estrogens affect HER-2 expression. We hypothesize that the postmenopausal body mass index (BMI) as a surrogate marker for bio-available estrogens, is inversely associated with HER-2 over-expression. PATIENTS AND METHODS: A total of 535 women over age 50 or with known postmenopausal status, with a unilateral, not previously treated, operable breast cancer were evaluated the evening prior to surgery for body weight, height, abdominal and hip circumference over a 3 years period. Waist-to-hip ratio (WHR) and BMI were calculated. HER-2, estrogen receptor and progesterone receptor staining was done by immunohistochemistry. All tumours with DAKO 2+ staining were submitted for HER-2 detection by FISH analysis. HER-2 was defined as positive if DAKO 3+ or FISH positive. We assessed the frequency of HER-2 positivity in each of 6 quantiles for all parameters of body composition and tested for a trend in HER-2 expression across the 6 quantiles. Furthermore, we investigated whether BMI contributed, together with other known predictors for HER-2, in a standard multivariate logistic regression model that predicts HER-2 over-expression. RESULTS: There is a decrease in HER-2 over-expression per increasing quantile of BMI. In a multivariate model-including both steroid receptors-BMI remains an independent predictor for HER-2 over-expression. CONCLUSION: In women over age 50 or with known postmenopausal status with an operable breast cancer, there is an inverse association between BMI and HER-2 over-expression.


Subject(s)
Body Mass Index , Breast Neoplasms/chemistry , Breast Neoplasms/physiopathology , Receptor, ErbB-2/analysis , Age Factors , Aged , Aged, 80 and over , Breast Neoplasms/genetics , Breast Neoplasms/surgery , Female , Gene Expression Regulation, Neoplastic , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Logistic Models , Middle Aged , Odds Ratio , Postmenopause , Prospective Studies , Receptor, ErbB-2/genetics , Receptors, Estrogen/analysis , Receptors, Progesterone/analysis , Risk Assessment , Up-Regulation , Waist-Hip Ratio
8.
Ultrasound Obstet Gynecol ; 28(3): 306-11, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16817172

ABSTRACT

OBJECTIVES: To determine whether three-dimensional (3D) ultrasound including power Doppler examination of the cervix is useful for predicting time to spontaneous onset of labor or time to delivery in prolonged pregnancy. METHODS: A prospective study was conducted in 60 women who went into spontaneous labor. All underwent transvaginal 3D power Doppler ultrasound examination of the cervix immediately before a prolonged-pregnancy check-up at > or = 41 + 5 gestational weeks. Univariate and multivariate logistic regression analysis was used to determine which of the following variables predicted spontaneous onset of labor > 24 h and > 48 h and vaginal delivery > 48 h and > 60 h: length, anteroposterior (AP) diameter and width of the cervix and of any cervical funneling; cervical volume (cm3); vascularization index (VI); flow index (FI); vascularization flow index (VFI); parity; and Bishop score. Multivariate logistic regression analysis was carried out both with and without Bishop score as a predictive variable. Receiver-operating characteristics (ROC) curves were used to describe the diagnostic performance of the tests. RESULTS: The areas under the ROC curves for Bishop score, cervical length, and logistic regression models did not differ significantly (areas ranging from 0.72 to 0.82). If Bishop score was not included in the logistic regression model, cervical length, VI and FI independently predicted delivery > 48 h, the likelihood increasing with increasing cervical length, decreasing VI and increasing FI. CONCLUSIONS: In prolonged pregnancy cervical vascularization as estimated by 3D power Doppler ultrasound is related to time to delivery > 48 h, but the likelihood of delivery > 48 h can be predicted equally well using Bishop score alone or sonographic cervical length alone.


Subject(s)
Cervix Uteri/blood supply , Imaging, Three-Dimensional , Labor Onset/physiology , Pregnancy, Prolonged/diagnostic imaging , Ultrasonography, Doppler/methods , Adult , Cervical Ripening/physiology , Cervix Uteri/diagnostic imaging , Cervix Uteri/physiology , Female , Humans , Logistic Models , Predictive Value of Tests , Pregnancy , Prospective Studies , ROC Curve , Time Factors
9.
Ultrasound Obstet Gynecol ; 28(3): 298-305, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16817173

ABSTRACT

OBJECTIVES: To determine the ability of Bishop score and sonographic cervical length to predict time to spontaneous onset of labor and time to delivery in prolonged pregnancy. METHODS: Ninety-seven women underwent transvaginal ultrasound examination and palpation of the cervix at 291-296 days' gestation according to ultrasound fetometry at 12-20 weeks' gestation. Sonographic cervical length and Bishop score were recorded. Multivariate logistic regression analysis was used to determine which variables were independent predictors of the onset of labor/delivery < or = 24 h, < or = 48 h, and < or = 96 h. Receiver-operating characteristics (ROC) curves were drawn to assess diagnostic performance. RESULTS: In nulliparous women (n = 45), both Bishop score and sonographic cervical length predicted the onset of labor/delivery < or = 24 h and < or = 48 h (area under ROC curve for the onset of labor < or = 24 h 0.79 vs. 0.80, P = 0.94; for delivery < or = 24 h 0.81 vs. 0.85, P = 0.64; for the onset of labor < or = 48 h 0.73 vs. 0.74, P = 0.90; for delivery < or = 48 h 0.77 vs. 0.71, P = 0.50). Only Bishop score discriminated between nulliparous women who went into labor/delivered < or = 96 h or > 96 h. A logistic regression model including Bishop score and cervical length was superior to Bishop score alone in predicting delivery < or = 24 h (area under ROC curve 0.93 vs. 0.81, P = 0.03) and superior to Bishop score alone and cervical length alone in predicting the onset of labor < or = 24 h (area under ROC curve 0.90 vs. 0.79, P = 0.06; and 0.90 vs. 0.80, P = 0.06). In parous women (n = 52), Bishop score and sonographic cervical length predicted the onset of labor/delivery < or = 24 h (area under ROC curve for the onset of labor 0.75 vs. 0.69, P = 0.49; for delivery 0.74 vs. 0.70, P = 0.62), but only Bishop score discriminated between women who went into labor/delivered < or = 48 h and > 48 h. Three parous women had not gone into labor and six had not given birth at 96 h. In parous women logistic regression models including both Bishop score and cervical length did not substantially improve prediction of the time to onset of labor/delivery. CONCLUSIONS: In prolonged pregnancy Bishop score and sonographic cervical length have a similar ability to predict the time to the onset of labor and delivery. In nulliparous women the use of logistic regression models including Bishop score and cervical length is likely to offer better prediction of the onset of labor/delivery < or = 24 h than the use of the Bishop score alone.


Subject(s)
Cervix Uteri/diagnostic imaging , Labor Onset/physiology , Pregnancy, Prolonged/diagnosis , Term Birth/physiology , Ultrasonography, Prenatal , Adolescent , Adult , Cervical Ripening/physiology , Cervix Uteri/anatomy & histology , Female , Humans , Logistic Models , Palpation , Parity , Predictive Value of Tests , Pregnancy , Pregnancy, Prolonged/diagnostic imaging , ROC Curve , Time Factors
10.
Ultrasound Obstet Gynecol ; 27(6): 664-71, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16715466

ABSTRACT

OBJECTIVES: Preoperative knowledge of the depth of myometrial infiltration is important in patients with endometrial carcinoma. This study aimed at assessing the value of histopathological parameters obtained from an endometrial biopsy (Pipelle de Cornier; results available preoperatively) and ultrasound measurements obtained after transvaginal sonography with color Doppler imaging in the preoperative prediction of the depth of myometrial invasion, as determined by the final histopathological examination of the hysterectomy specimen (the gold standard). METHODS: We first collected ultrasound and histopathological data from 97 consecutive women with endometrial carcinoma and divided them into two groups according to surgical stage (Stages Ia and Ib vs. Stages Ic and higher). The areas (AUC) under the receiver-operating characteristics curves of the subjective assessment of depth of invasion by an experienced gynecologist and of the individual ultrasound parameters were calculated. Subsequently, we used these variables to train a logistic regression model and least squares support vector machines (LS-SVM) with linear and RBF (radial basis function) kernels. Finally, these models were validated prospectively on data from 76 new patients in order to make a preoperative prediction of the depth of invasion. RESULTS: Of all ultrasound parameters, the ratio of the endometrial and uterine volumes had the largest AUC (78%), while that of the subjective assessment was 79%. The AUCs of the blood flow indices were low (range, 51-64%). Stepwise logistic regression selected the degree of differentiation, the number of fibroids, the endometrial thickness and the volume of the tumor. Compared with the AUC of the subjective assessment (72%), prospective evaluation of the mathematical models resulted in a higher AUC for the LS-SVM model with an RBF kernel (77%), but this difference was not significant. CONCLUSIONS: Single morphological parameters do not improve the predictive power when compared with the subjective assessment of depth of myometrial invasion of endometrial cancer, and blood flow indices do not contribute to the prediction of stage. In this study an LS-SVM model with an RBF kernel gave the best prediction; while this might be more reliable than subjective assessment, confirmation by larger prospective studies is required.


Subject(s)
Carcinoma, Endometrioid/pathology , Endometrial Neoplasms/pathology , Models, Statistical , Aged , Aged, 80 and over , Biopsy , Carcinoma, Endometrioid/diagnostic imaging , Carcinoma, Endometrioid/surgery , Endometrial Neoplasms/diagnostic imaging , Endometrial Neoplasms/surgery , Female , Humans , Middle Aged , Neoplasm Invasiveness , Neoplasm Staging , Prospective Studies , Ultrasonography, Doppler, Color/methods
11.
Hum Reprod ; 21(7): 1824-31, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16601010

ABSTRACT

BACKGROUND: As women present at earlier gestations to early pregnancy units (EPUs), the number of women diagnosed with a pregnancy of unknown location (PUL) increases. Some of these women will have an ectopic pregnancy (EP), and it is this group in the PUL population that poses the greatest concern. The aim of this study was to develop Bayesian networks to predict EPs in the PUL population. METHODS: Data were gathered in a single EPU from all women with a PUL. This data set was divided into a model-building (599 women with 44 EPs) and a validation (257 women with 22 EPs) data set and consisted of the following variables: vaginal bleeding, fluid in the pouch of Douglas, midline echo, lower abdominal pain, age, endometrial thickness, gestation days, the ratio of HCG at 48 and 0 h, progesterone levels (0 and 48 h) and the clinical outcome of the PUL. We developed Bayesian networks with expert information using this data set to predict EPs. RESULTS: The best Bayesian network used the gestational age, HCG ratio and the progesterone level at 48 h and had an area under the receiver operator characteristic curve (AUC) of 0.88 for predicting EPs when tested prospectively. CONCLUSIONS: Discrete-valued Bayesian networks are more complex to build than, for example, logistic regression. Nevertheless, we have demonstrated that such models can be used to predict EPs in a PUL population. Prospective interventional multicentre studies are needed to validate the use of such models in clinical practice.


Subject(s)
Bayes Theorem , Logistic Models , Pregnancy Outcome , Pregnancy, Ectopic , Adolescent , Adult , Chorionic Gonadotropin/blood , Female , Gestational Age , Humans , Predictive Value of Tests , Pregnancy , Prospective Studies
12.
Int J Gynecol Cancer ; 16 Suppl 1: 147-51, 2006.
Article in English | MEDLINE | ID: mdl-16515583

ABSTRACT

We investigated whether prognostic information is reflected in the expression patterns of ovarian carcinoma samples. RNA obtained from seven FIGO stage I without recurrence, seven platin-sensitive advanced-stage (III or IV), and six platin-resistant advanced-stage ovarian tumors was hybridized on a complementary DNA microarray with 21,372 spotted clones. The results revealed that a considerable number of genes exhibit nonaccidental differential expression between the different tumor classes. Principal component analysis reflected the differences between the three tumor classes and their order of transition. Using a leave-one-out approach together with least squares support vector machines, we obtained an estimated classification test accuracy of 100% for the distinction between stage I and advanced-stage disease and 76.92% for the distinction between platin-resistant versus platin-sensitive disease in FIGO stage III/IV. These results indicate that gene expression patterns could be useful in clinical management of ovarian cancer.


Subject(s)
Adenocarcinoma/genetics , Adenocarcinoma/pathology , Ovarian Neoplasms/genetics , Ovarian Neoplasms/pathology , Adenocarcinoma/drug therapy , Adult , Aged , Aged, 80 and over , Antineoplastic Agents/therapeutic use , Drug Resistance, Neoplasm , Female , Gene Expression Profiling , Humans , Middle Aged , Neoplasm Staging , Oligonucleotide Array Sequence Analysis , Ovarian Neoplasms/drug therapy , Platinum Compounds/therapeutic use , Predictive Value of Tests
13.
Ultrasound Obstet Gynecol ; 26(7): 770-5, 2005 Dec.
Article in English | MEDLINE | ID: mdl-16308901

ABSTRACT

OBJECTIVES: Various serum human chorionic gonadotropin (hCG) discriminatory zones are currently used for evaluating the likelihood of an ectopic pregnancy in women classified as having a pregnancy of unknown location (PUL) following a transvaginal ultrasound examination. We evaluated the diagnostic accuracy of discriminatory zones for serum hCG levels of > 1000 IU/L, 1500 IU/L and 2000 IU/L for the detection of ectopic pregnancy in such women. METHODS: This was a prospective observational study of women who were assessed in a specialized transvaginal scanning unit. All women with a PUL had serum hCG measured at presentation. Expectant management of PULs was adopted. These women were followed up with transvaginal ultrasound, monitoring of serum hormone levels and laparoscopy until a final diagnosis was established: a failing PUL, an intrauterine pregnancy (IUP), an ectopic pregnancy or a persisting PUL. The persisting PULs probably represented ectopic pregnancies which had been missed on ultrasound and these were incorporated into the ectopic pregnancy group. Three different discriminatory zones (1000 IU/L, 1500 IU/L and 2000 IU/L) were evaluated for predicting ectopic pregnancy in this PUL population. RESULTS: A total of 5544 consecutive women presented to the early pregnancy unit between 25 June 2001 and 14 April 2003. Of these, 569 (10.3%) women were classified as having a PUL, 42 of which were lost to follow up. Of the 527 (9.5%) cases with PUL analyzed, there were 300 (56.9%) failing PULs, 181 (34.3%) IUPs and 46 (8.7%) ectopic pregnancies. Overall, 74.6% were symptomatic and 25.4% were asymptomatic (P = 8.825E-07). The sensitivity and specificity of an hCG level of > 1000 IU/L to detect ectopic pregnancy were 21.7% (10/46) and 87.3% (420/481), respectively; for an hCG level of > 1500 IU/L these values were 15.2% (7/46) and 93.4% (449/481), respectively, and for an hCG level of > 2000 IU/L they were 10.9% (5/46) and 95.2% (458/481), respectively. CONCLUSIONS: Varying the discriminatory zone does not significantly improve the detection of ectopic pregnancy in a PUL population. A single measurement of serum hCG is not only potentially falsely reassuring but also unhelpful in excluding the presence of an ectopic pregnancy.


Subject(s)
Chorionic Gonadotropin/blood , Pregnancy, Ectopic/diagnosis , Biomarkers/blood , Female , Humans , Predictive Value of Tests , Pregnancy , Pregnancy, Ectopic/diagnostic imaging , Prospective Studies , Sensitivity and Specificity , Ultrasonography, Prenatal
14.
Ultrasound Obstet Gynecol ; 26(6): 644-50, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16254875

ABSTRACT

OBJECTIVE: To describe the gray-scale sonographic and color Doppler imaging features of the most common histopathological subtypes of borderline ovarian tumors. METHODS: We analyzed retrospectively the preoperative transvaginal sonographic reports of patients with a histological diagnosis of borderline ovarian tumor. All patients were scanned consecutively by two of the investigators using transabdominal and transvaginal gray-scale imaging to assess the morphology and color Doppler to obtain indices of the blood flow. Sonographic findings were compared to histopathological data. RESULTS: A total of 113 consecutive cases were reviewed from two referral centers for gynecological oncology. At histological examination 50 tumors (44%) were classified as being serous borderline ovarian tumors (SBOT), 61 (54%) were mucinous borderline ovarian tumors (MBOT) (42 intestinal type and 19 endocervical type), and two patients (2%) presented with borderline endometrioid tumors. SBOTs and endocervical-type MBOTs had very similar sonographic features and a smaller diameter, fewer locules (usually unilocular-solid lesions) and a higher color score than intestinal-type MBOTs. Intestinal-type MBOTs were characterized by a significantly higher percentage of lesions with > 10 locules when compared with the endocervical-type MBOTs. CONCLUSION: Intestinal-type MBOTs have different sonographic features from other common borderline ovarian tumors.


Subject(s)
Ovarian Neoplasms/diagnostic imaging , Adult , Female , Humans , Middle Aged , Ovarian Neoplasms/pathology , Preoperative Care/methods , Retrospective Studies , Ultrasonography, Doppler, Color/methods
15.
Br J Cancer ; 91(6): 1160-5, 2004 Sep 13.
Article in English | MEDLINE | ID: mdl-15354216

ABSTRACT

A basic problem of microarray data analysis is to identify genes whose expression is affected by the distinction between malignancies with different properties. These genes are said to be differentially expressed. Differential expression can be detected by selecting the genes with P-values (derived using an appropriate hypothesis test) below a certain rejection level. This selection, however, is not possible without accepting some false positives and negatives since the two sets of P-values, associated with the genes whose expression is and is not affected by the distinction between the different malignancies, overlap. We describe a procedure for the study of differential expression in microarray data based on receiver-operating characteristic curves. This approach can be useful to select a rejection level that balances the number of false positives and negatives and to assess the degree of overlap between the two sets of P-values. Since this degree of overlap characterises the balance that can be reached between the number of false positives and negatives, this quantity can be seen as a quality measure of microarray data with respect to the detection of differential expression. As an example, we apply our method to data sets studying acute leukaemia.


Subject(s)
Gene Expression Regulation , Neoplasms/diagnosis , Neoplasms/genetics , False Negative Reactions , False Positive Reactions , Humans , ROC Curve , Reproducibility of Results
16.
Ultrasound Obstet Gynecol ; 20(4): 370-6, 2002 Oct.
Article in English | MEDLINE | ID: mdl-12383320

ABSTRACT

OBJECTIVE: To determine if power Doppler ultrasound examination of the endometrium can contribute to a correct diagnosis of endometrial malignancy in women with postmenopausal bleeding and endometrium > or = 5 mm. METHODS: Eighty-three women with postmenopausal bleeding and endometrium > or = 5 mm underwent gray-scale and power Doppler ultrasound examination using predetermined, standardized settings. Suspicion of endometrial malignancy at gray-scale ultrasound examination (endometrial morphology) was noted, and the color content of the endometrium at power Doppler examination was estimated subjectively (endometrial color score). Computer analysis of the most vascularized area of the endometrium was done off-line in a standardized manner. Stepwise multivariate logistic regression analysis was carried out to determine which subjective and objective ultrasound and power Doppler variables satisfied the criteria to be included in a model to calculate the probability of endometrial malignancy. RESULTS: Endometrial thickness, vascularity index (vascularized area/endometrial area), and use of hormone replacement therapy (HRT) satisfied the criteria to be included in the model used to calculate the 'objective probability of endometrial malignancy'. Endometrial morphology, endometrial color score and HRT use satisfied the criteria to be included in the model to calculate the 'subjective probability of malignancy'. Endometrial thickness > or = 10.5 mm had a sensitivity with regard to endometrial cancer of 0.88 and a specificity of 0.61. At a fixed sensitivity of 0.88, the specificity of the 'objective probability of malignancy' (0.81) was superior to all other ultrasound and power Doppler variables (P = 0.001-0.02). The 'objective probability of malignancy' detected more malignancies at endometrium 5-15 mm than endometrial morphology (5/7 vs. 1/7, i.e. 0.71 vs. 0.14; P = 0.125) with a similar specificity (49/57 vs. 51/57, i.e. 0.86 vs. 0.89). CONCLUSION: Power Doppler ultrasound can contribute to a correct diagnosis of endometrial malignancy, especially if the endometrium measures 5-15 mm. The use of regression models including power Doppler results to estimate the risk of endometrial cancer deserves further development.


Subject(s)
Algorithms , Endometrial Neoplasms/diagnostic imaging , Endometrium/diagnostic imaging , Ultrasonography, Doppler/methods , Uterine Hemorrhage/etiology , Aged , Female , Humans , Image Processing, Computer-Assisted , Middle Aged , Postmenopause , Predictive Value of Tests , ROC Curve , Uterine Hemorrhage/complications , Vagina/diagnostic imaging
17.
Diabetes Metab Res Rev ; 18(1): 36-42, 2002.
Article in English | MEDLINE | ID: mdl-11921416

ABSTRACT

BACKGROUND: Recent progress in predictive techniques allows people at risk of developing type 1 diabetes to be identified in a pre-symptomatic stage and prevention trials to be implemented. The present study examined prospectively whether participants in a screening programme anticipated behavioural changes in the event of having a high risk. METHODS: Four hundred and three first-degree relatives of people with type 1 diabetes completed a self-administered questionnaire about their views on screening and diabetes, and questionnaires on well-being and locus of control. RESULTS: Prior to risk notification, 73% reported that they intended to introduce lifestyle changes if at high risk. The vast majority of the respondents (87%) reported that eating habits would be the main changes made. Those anticipating changes believed they could take actions to reduce their risk of type 1 diabetes (p<0.001) and to have personal control over diabetes onset (p<0.001). They were also more worried about developing diabetes (p<0.01) and preoccupied with diabetes-related symptoms (p<0.01). CONCLUSIONS: Prior to risk notification, the process of being screened raised concerns and expectations about future changes. Despite the lack of any evidence, people believed lifestyle changes would be effective in reducing their risk. Since the impact of lifestyle in the development of type 1 diabetes is not yet established, accurate information about the role of health behaviour in the progression to overt diabetes is needed to avoid unrealistic expectations on the benefit of these changes and unnecessary impairment to quality of life. Personally initiated changes should be monitored since they could importantly influence the progress and outcome of prevention trials.


Subject(s)
Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/prevention & control , Adolescent , Adult , Attitude to Health , Behavior , Behavior Therapy , Emotions , Humans , Life Style , Risk Assessment , Surveys and Questionnaires
18.
J Clin Microbiol ; 39(1): 293-7, 2001 Jan.
Article in English | MEDLINE | ID: mdl-11136786

ABSTRACT

We describe an outbreak of necrotizing enterocolitis (NEC) that occurred in the neonatal intensive care unit of our hospital. A total of 12 neonates developed NEC in June-July 1998. For two of them, twin brothers, the NEC turned out to be fatal. Enterobacter sakazakii, a known contaminant of powdered milk formula, was isolated from a stomach aspirate, anal swab, and/or blood sample for 6 of the 12 neonates. A review of feeding procedures revealed that 10 of the 12 patients were fed orally with the same brand of powdered milk formula. E. sakazakii was isolated from the implicated prepared formula milk as well as from several unopened cans of a single batch. Molecular typing by arbitrarily primed PCR (AP-PCR) confirmed, although partially, strain similarity between milk and patient isolates. No further cases of NEC were observed after the use of the contaminated milk formula was stopped. With this outbreak we show that intrinsic microbiological contamination of powdered milk formula can be a possible contributive factor in the development of NEC, a condition encountered almost exclusively in formula-fed premature infants. The use of sterilized liquid milk formula in neonatal care could prevent problems with intrinsic and extrinsic contamination of powdered milk formula.


Subject(s)
Disease Outbreaks , Enterobacter/isolation & purification , Enterobacteriaceae Infections/epidemiology , Enterocolitis, Necrotizing/epidemiology , Infant Food/microbiology , Bacterial Typing Techniques , Enterobacter/classification , Enterobacter/genetics , Enterobacteriaceae Infections/microbiology , Enterocolitis, Necrotizing/microbiology , Female , Food Contamination , Food Microbiology , Humans , Infant, Newborn , Intensive Care Units, Neonatal , Male , Polymerase Chain Reaction/methods
19.
Acta Clin Belg ; 53(5): 303-10, 1998 Oct.
Article in English | MEDLINE | ID: mdl-9861754

ABSTRACT

The New CDC-definitions for surveillance of surgical site infections (1992) take into account 3 classes of surgical site infections (SSI): superficial and deep incisional SSI, and organ/space SSI. The most important host-related risk factors for development of SSI are advanced age, morbid obesity, disease severity, an ASA score > 2, prolonged preoperative hospital stay, and infection at distal sites. Microbial contamination of the surgical site occurs mainly during the surgical intervention. Although exogenous contamination may be of concern, especially in clean operations, most surgical site infections are caused by microorganisms of the patient's own commensal flora. SSI rates vary according to the type and duration of the surgical procedure and the skill of the surgeon. Proper surgical technique is the most important factor in the prevention of SSI. Modification of host risk factors should be attempted whenever possible. In addition, adequate protocols for antimicrobial prophylaxis with antibiotics should be followed. Surveillance of surgical site infections is probably beneficial for SSI prevention.


Subject(s)
Surgical Wound Infection/etiology , Age Factors , Antibiotic Prophylaxis , Bacterial Infections , Humans , Length of Stay , Obesity, Morbid/complications , Population Surveillance , Risk Factors , Surgical Procedures, Operative/adverse effects , Surgical Wound Infection/classification , Surgical Wound Infection/prevention & control
20.
J Hosp Infect ; 39(4): 309-14, 1998 Aug.
Article in English | MEDLINE | ID: mdl-9749402

ABSTRACT

In our 15-bed neonatal intensive care unit (NICU), four new-borns were found to be colonized or infected with Pseudomonas aeruginosa within a period of one week. To identify the outbreak source, three independent studies were performed: epidemiological investigation, environmental surveillance and genotypic typing of isolates. Although epidemiological investigation by a case-control study revealed no conclusive results, the transfusion of fresh frozen plasma (FFP) and human albumin (HA) appeared to be the factor with highest risk. Environmental surveillance and random amplification of polymorphic DNA (RAPD) of isolates identified a water-bath used to warm FFP and HA as the likely reservoir for the outbreak. Further spread of the organism did not occur after elimination of this water-bath from the NICU. RAPD identified in addition an isolate from an infant hospitalized in the NICU five months before the outbreak with a pattern matching the one of the outbreak cluster.


Subject(s)
Cross Infection/epidemiology , Cross Infection/etiology , Disease Outbreaks , Infant, Newborn, Diseases/epidemiology , Infant, Newborn, Diseases/etiology , Pseudomonas aeruginosa/isolation & purification , Water Microbiology , Belgium/epidemiology , Case-Control Studies , Cross Infection/microbiology , DNA Primers , Electrophoresis, Gel, Two-Dimensional , Female , Genotype , Humans , Infant, Newborn , Infant, Newborn, Diseases/microbiology , Intensive Care Units, Neonatal , Male , Plasma , Random Amplified Polymorphic DNA Technique
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