Predicting response to radiotherapy of head and neck squamous cell carcinoma using radiomics from cone-beam CT images.

INTRODUCTION: Radiotherapy (RT) for head and neck cancer is now guided by cone-beam computed tomography (CBCT). We aim to identify a CBCT radiomic signature predictive of progression to RT. MATERIAL AND METHODS: A cohort of 93 patients was split into training (n = 60) and testing (n = 33) sets. A total of 88 features were extracted from the gross tumor volume (GTV) on each CBCT. Receiver operating characteristic (ROC) curves were used to determine the power of each feature at each week of treatment to predict progression to radio(chemo)therapy. Only features with AUC > 0.65 at each week were pre-selected. Absolute differences were calculated between features from each weekly CBCT and baseline CBCT1 images. The smallest detectable change (C = 1.96 × SD, SD being the standard deviation of differences between feature values calculated on CBCT1 and CBCTn) with its confidence interval (95% confidence interval [CI]) was determined for each feature. The features for which the change was larger than C for at least 5% of patients were then selected. A radiomics-based model was built at the time-point that showed the highest AUC and compared with models relying on clinical variables. RESULTS: Seven features had an AUC > 0.65 at each week, and six exhibited a change larger than the predefined CI 95%. After exclusion of inter-correlated features, only one parameter remains, Coarseness. Among clinical variable, only hemoglobin value was significant. AUC for predicting the treatment response were 0.78 (p = .006), 0.85 (p < .001), and 0.99 (p < .001) for clinical, CBCT4-radiomics (Coarseness) and clinical + radiomics based models respectively. The mean AUC of this last model on a 5-fold cross-validation was 0.80 (±0.09). On the testing cohort, the best prediction was given by the combined model (balanced accuracy [BAcc] 0.67 , p < .001). CONCLUSIONS: We described a feature selection methodology for delta-radiomics that is able to select reproducible features which are informative due to their change during treatment. A selected delta radiomics feature may improve clinical-based prediction models.

Management of esophageal atresia and early predictive factors of mortality and morbidity in a developing country.

The aim of this study is to investigate management and outcome in esophageal atresia (EA) and to identify early predictive factors of morbidity and mortality in a developing country. Charts of neonates with repaired EA from 2007 to 2016 were reviewed. Patients' characteristics, operative details, and postoperative outcomes were collected. Statistical analyses were performed to identify predictors of complicated evolution. Forty-two cases were collected. There were 14 girls and 28 boys. Only one patient had antenatal diagnosis (2.3%). The mean gestational age was 38 weeks. Nine patients (21.4%) weighed less than 2.5 kg. Seventeen (40.4%) patients had associated malformations most commonly cardiac (9/17). Thirteen patients had delayed diagnosis (30.9%). Thirty-nine (92.8%) patients underwent primary esophageal anastomosis. Overall survival was 76.2%. Nineteen patients (57% of survivals) had complicated evolution before the age of one year and 15 patients (46.8% of survivals) developed complications after the age of one year. Perinatal variables associated with mortality were prematurity (p = 0.004, OR = 5.4, IC95% = [1.13-25.80]), low birth weight (p = 0.023, OR = 7, IC95% = [1.38-35.47]), cardiac malformations (p = 0.006, OR = 10.5, IC95% = [2.03-54.27]) and delayed diagnosis (p = 0.005, OR = 10.11, IC95% = [2.005-50.980]). Variables associated with short-term and middle-term complications were duration of intubation (p = 0.019, OR = 0.118, IC95% = [0.019-0.713]) and the presence of short-term complications (p = 0.016, OR = 7.33, IC95% = [1.467-36.664]) respectively. These factors may be used to identify patients who will benefit from more intensive follow-up program.

-643C > T RANKL gene polymorphism is associated with osteoporosis in Tunisian postmenopausal women.

OBJECTIVES: The dynamic nature of the skeleton is achieved by a remodeling process. Receptor activator of nuclear factor kappa B (RANK) ligand (RANKL) stimulates bone resorption by activating RANK signaling. Therefore it is considered as a candidate gene regulating susceptibility to osteoporosis. In the current study, we have investigated the association between the RANKL gene -693G > C and -643 C > T polymorphisms and bone mineral density (BMD) in a population of postmenopausal Tunisian women. METHODS: Polymorphic sites in RANKL gene (rs9533155 -693G > C and rs9533156 -643 C > T polymorphisms) were determined using PCR-RFLP analysis in 566 postmenopausal Tunisian women. All statistical analysis were examined by SPSS software. RESULTS: We have detected a significant difference in lumbar spine and hip BMD for -643C > T genotypes. For -693G > C genotypes, a significant difference was detected only in hip BMD. The distribution of -643C > T genotypes and alleles between three groups (osteoporotic, osteopenic and normal women) revealed a significant association of the TT genotype with development of osteoporosis (p = 0.01; odds ratio 2.15), although for the -693G > C polymorphism, no significant results were found. CONCLUSION: We have demonstrated the association of the -643C > T polymorphism with BMD variation and osteoporosis risk in postmenopausal Tunisian women.

Investigation of larvae digestive ß-glucosidase and proteases of the tomato pest Tuta absoluta for inhibiting the insect development.

The tomato leaf miner Tuta absoluta is one of the most devastating pests for tomato crops. Digestive proteases and ß-glucosidase enzymes were investigated using general and specific substrates and inhibitors. Maximal ß-glucosidase and proteolytic activities occurred at temperature and pH optima of 30 and 40°C, 5 and 10-11 unit of pH, respectively. Zymogram analysis showed the presence of distinguished ß-glucosidase exhibiting a specific activity of about 183 ± 15 µmol min-1 mg-1. In vitro inhibition experiments suggested that serine proteases were the primary gut proteases. Gel based protease inhibition assays demonstrated that the 28 and 73 kDa proteases might be trypsin-like and chymotrypsin-like enzymes, respectively. Overall gut trypsin-like and chymotrypsin-like activities were evaluated to be about 27.2 ± 0.84 and 1.68 ± 0.03 µmol min-1 mg-1, respectively. Sodium dodecyl sulfate polyacrylamide gel electrophoresis analysis showed that T. absoluta gut serine proteases are responsible for Bacillus thuringiensis Cry insecticidal proteins proteolysis. Additionally, bioassays showed that T. absoluta larvae development was more affected by the ß-glucosidases inhibitor (D-glucono-δ-lactone) than the serine proteases inhibitor (soybean trypsin inhibitor). These results are of basic interest since they present interesting data of ß-glucosidases and gut serine proteases of T. absoluta larvae.

Polymorphisms in VDR gene in Tunisian postmenopausal women are associated with osteopenia phenotype.

OBJECTIVES: Osteopenia is characterized by intermediate values of bone mineral density (BMD) as compared to normal and osteoporotic subjects. BMD, a surrogate phenotype for osteoporosis, is influenced in part by genetic factors. Among the genes associated with BMD, the vitamin D receptor (VDR) was the first gene studied as a potential candidate associated with BMD in adult and postmenopausal bone loss. However, results are controversial. METHODS: To determine whether VDR polymorphisms ApaI and TaqI are associated with BMD, osteopenia, osteoporosis and low-impact fracture risk in North Africans, these genotypes were analyzed in 566 postmenopausal Tunisian women. RESULTS: In postmenopausal Tunisian women, the GT ApaI genotype seems to be protective against osteoporosis development (p = 0.02; odds ratio = 0.54). Moreover, the presence of the combined GT/TT genotype of ApaI and TaqI polymorphisms is more frequent in normal BMD women than in osteoporotic women (p = 0.00; odds ratio = 0.41). Interestingly, the GG ApaI genotype is associated with osteopenia development (p = 0.02; odds ratio = 1.86) and also the TT TaqI polymorphism (p = 0.02; odds ratio = 1.53). The GG ApaI genotype is associated with a three times risk of vertebral fracture. CONCLUSIONS: The ApaI polymorphism showed an association with osteopenia and low-impact vertebral fracture incidence but not with osteoporosis. The TaqI polymorphism is associated specifically with the osteopenia phenotype. The presence of the two polymorphisms increases the risk to develop osteopenia in postmenopausal Tunisian women. Osteopenia seems to be genetically determined. However, osteoporosis is the result of interaction between genetic and environmental factors.

Wnt signaling is involved in human articular chondrocyte de-differentiation in vitro.

Osteoarthritis is the most prevalent form of arthritis in the world. Certain signaling pathways, such as the wnt pathway, are involved in cartilage pathology. Osteoarthritic chondrocytes undergo morphological and biochemical changes that lead to chondrocyte de-differentiation. We investigated whether the Wnt pathway is involved in de-differentiation of human articular chondrocytes in vitro. Human articular chondrocytes were cultured for four passages in the presence or absence of IL-1 in monolayer or micromass culture. Changes in cell morphology were monitored by light microscopy. Protein and gene expression of chondrocyte markers and Wnt pathway components were determined by Western blotting and qPCR after culture. After culturing for four passages, chondrocytes exhibited a fibroblast-like morphology. Collagen type II and aggrecan protein and gene expression decreased, while collagen type I, matrix metalloproteinase 13, and nitric oxide synthase expressions increased. Wnt molecule expression profiles changed; Wnt5a protein expression, the Wnt target gene, c-jun, and in Wnt pathway regulator, sFRP4 increased. Treatment with IL-1 caused chondrocyte morphology to become more filament-like. This change in morphology was accompanied by extinction of col II expression and increased col I, MMP13 and eNOS expression. Changes in expression of the Wnt pathway components also were observed. Wnt7a decreased significantly, while Wnt5a, LRP5, ß-catenin and c-jun expressions increased. Culture of human articular chondrocytes with or without IL-1 not only induced chondrocyte de-differentiation, but also changed the expression profiles of Wnt components, which suggests that the Wnt pathway is involved in chondrocyte de-differentiation in vitro.

The roles of canonical and non-canonical Wnt signaling in human de-differentiated articular chondrocytes.

Osteoarthritis is the most prevalent form of arthritis in the world and it is becoming a major public health problem. Osteoarthritic chondrocytes undergo morphological and biochemical changes that lead to de-differentiation. The involvement of signaling pathways, such as the Wnt pathway, during cartilage pathology has been reported. Wnt signaling regulates critical biological processes. Wnt signals are transduced through at least three intracellular signaling pathways including the canonical Wnt/ß-catenin pathway, the Wnt/Ca2 + pathway and the Wnt/planar cell polarity pathway. We investigated the involvement of the Wnt canonical and non-canonical pathways in human articular chondrocyte de-differentiation in vitro. Human articular chondrocytes were cultured through four passages with no treatment, or with sFRP3 treatment, an inhibitor of Wnt pathways, or with DKK1 treatment, an inhibitor of the canonical pathway. Chondrocyte-secreted markers and Wnt pathway components were analyzed using western blotting and qPCR. Inhibition of the Wnt pathway showed that the canonical Wnt signaling probably is responsible for inhibition of collagen II expression, activation of metalloproteinase 13 expression and regulation of Wnt7a and c-jun expression during chondrocyte de-differentiation in vitro. Our results also suggest that expressions of eNOS, Wnt5a and cyclinE1 are regulated by non-canonical Wnt signaling.

Increased urinary type II collagen C-telopeptide levels in Tunisian patients with knee osteoarthritis.

UNLABELLED: Osteoarthritis is characterized by a progressive degeneration of articular cartilage and loss of joint function. Clinical assessment of osteoarthritis is hampered by the lack of accurate measures of disease and disease progression, especially during the early stage. BACKGROUND: To investigate urinary C-telopeptide fragments of type II collagen (CTX-II) levels in knee osteoarthritis in the Tunisian population compared with controls and to assess the association between this biomarker and radiological signs. METHODS: One hundred and twenty five female patients with knee osteoarthritis, aged 53.6 +/- 7.6 years with disease duration of 3.6 +/- 3.8 years and 57 female age-matched controls underwent Lyon Schuss X-ray exams. Two experienced readers independently measured the joint space width (JSW) and classified each knee for severity using the Kellgren/Lawrence scale. The urinary concentration of CTX-II was measured by a competitive ELISA. RESULTS: The levels of urinary CTX-II were significantly higher in knee osteoarthritis patients compared with controls (323.98 vs 218.04 microg/mol creatinine). A weak and non significant association between the CTX-II level and JSW was found. The significant correlations were observed between age and CTX-II in both groups and between BMI and CTX-II only in controls. CONCLUSIONS: Analysis of CTX-II in urine samples of Tunisian patients with knee osteoarthritis provided a sensitive method to detect increased degradation of collagen type II in patients with osteoarthritis.

Expression patterns of Notch receptors and their ligands in human osteoarthritic and healthy articular cartilage.

Notch pathway plays a pivotal role in cell fate determination. There is much interest surrounding its therapeutic potential, in osteoarthritis, but the expression profile of Notch-related molecules, as well as their relation with cartilage pathological parameters, remains unclear. The purpose of our study is to analyze the expression pattern of Notch family members, type II and type I collagen, in normal (healthy) and osteoarthritic human knee cartilage. Osteoarthritic cartilages were obtained from 3 patients undergoing a total knee replacement. Macroscopically normal cartilage was dissected from 3 human knees at the time of autopsy or surgery. Immunohistochemical staining was performed using Notch1,2,3 and 4, Delta, Jagged, type II collagen and type I collagen antibodies. In healthy cartilage, type II collagen was abundantly expressed while type I was absent. This latter increased proportionally to the osteoarthritic grade. Type II collagen expression remained intense in osteoarthritic cartilage. In healthy cartilage as well as in cartilage with minor lesions, Notch family member's proteins were not or just weakly expressed at the surface and in the cells. However, Notch molecules were over-expressed in osteoarthritic cartilage compared to healthy one. This expression pattern was different according to the cartilage zone and the severity of OA. Our data suggest that Notch signaling is activated in osteoarthritic cartilage, compared to healthy cartilage, with a much more abundant expression in the most damaged areas.

An extensive hemimelic polyostotic fibrous dysplasia: a case report.

We report a new case of polyostotic fibrous dysplasia (FD). A 26-year-old woman was referred to our department complaining of pain in her left arm. She had suffered for tow fractures in left leg and arm previously. Plain radiographs showed osteolytics lesions at the left humerus and radius. Histological examination of the surgical specimens showed FD. She has beneficed with zoledronic acid perfusion.

[Onset of Crohn's disease induced by etanercept therapy: a case report]. / Le cas clinique du mois. Maladie de Crohn induite par l'Etanercept: à propos d'une nouvelle observation.

A 27-year-old-man was diagnosed as having ankylosing spondylitis (AS) in 2003 and received a treatment by etanercept. Typical symptoms of active Crohn's disease (CD) developed 11 months after initiation of etanercept therapy. At colonoscopy, lesions compatible with CD were found endoscopically and histologically. Etanercept was interrupted and CD responded to standard treatment. A switch to infliximab was decided to treat a flare up ofAS. New onset CD may be considered an immune mediated injury induced by etanercept, but the causative role of the latter has not been demonstrated at this stage.

[Sciatica in a Tunisian teenager: pelvic hydatid cyst]. / Lombosciatique chez un adolescent tunisien. Kyste hydatique pelvien.

The purpose of this report is to describe the case of a 13-year-old boy presenting typical sciatica leading to the discovery of primary pelvic hydatid cyst extending to the ischiatic bone. Diagnosis was suspected based on echography and magnetic resonance imaging and confirmed by surgical exploration.

Back pain caused by a pseudo-tumorous vertebral collapse: atypical presentation of primary vertebral hydatidosis.

Hydatidosis, also known as echinococcosis, is a rare but serious parasitic disease in endemic areas. Primary spinal location is extremely rare. This case report describes a rare instance of hydatid cyst that caused severe and progressive low-back pain and neurologic dysfunction. Spine MRI showed a unique vertebral collapse of Th12 body with multicystic lesions filling the spinal canal. In addition, hydatidosis serodiagnostic test was positive at 1/725. Treatment depended on the actual surgical removal of the cysts. Surgery consisted in excision and extirpation of the cysts, associated with decompressive laminectomy. The diagnosis was confirmed on the basis of histological results. No coincidental hydatid visceral involvement was found. Antihelminthic drugs (Albendazole) were promptly given before surgery for a long period. The outcome was satisfactorily marked by total regression of the motor deficit and sphincter disorders.

Brucellar spondylodiscitis affecting non-contiguous spine levels.

Brucellosis is a zoonosis that affects several organs. The spine is the most common site of musculoskeletal involvement. However, multiple-level spinal involvement is rare in brucella spondylodiscitis. The authors report a case of a 56-year-old male shepherd who had developed a spondylodiscitis affecting simultaneously the cervical, thoracic and lumbar regions. The diagnosis was established by using MRI after the brucella-agglutination test was found to be positive. A high degree of suspicion in the diagnosis of brucellar spondylodiscitis is essential to reduce the delay for the treatment. Thus, it should be essentially included in the differential diagnosis of longstanding cervical, thoracic or back pain, particularly in regions where brucellosis is endemic. Screening serological tests for brucella should be used more widely in cases with low index of suspicion, especially in endemic areas.

Sweet's syndrome in a patient with rheumatoid arthritis, Sjögren's syndrome and lymph node tuberculosis.

Sweet's syndrome (SS) is an acute neutrophilic dermatosis characterised by abrupt onset of fever, leukocytosis and cutaneous eruption, with dermal neutrophilia on skin biopsy. Most cases are idiopathic but SS can be associated with various affections, especially neoplastic, inflammatory and infectious diseases. The authors report the case of an SS occurring in a patient with a known rheumatoid arthritis associated with a secondary Sjögren's syndrome, with incidental finding of concurrent lymph node tuberculosis. In case of SS, an associated disease (malignant, inflammatory or infectious diseases) must imperatively be searched for, knowing that two or more of these affections can coexist.

Spine fracture in patient with ankylosing spondylitis: A case report.

Spinal fractures in patients with ankylosing spondylitis may be the result of minor trauma. These fractures may lead to severe neurological deficits, and they are difficult to detect using standard radiography. Often, CT-scans and MRI are required for diagnosis.