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1.
J Transl Med ; 22(1): 151, 2024 02 13.
Article in English | MEDLINE | ID: mdl-38351008

ABSTRACT

BACKGROUND: Neuroblastoma (NB) represents the most frequent and aggressive form of extracranial solid tumor of infants. Although the overall survival of patients with NB has improved in the last years, more than 50% of high-risk patients still undergo a relapse. Thus, in the era of precision/personalized medicine, the need for high-risk NB patient-specific therapies is urgent. METHODS: Within the PeRsonalizEd Medicine (PREME) program, patient-derived NB tumors and bone marrow (BM)-infiltrating NB cells, derived from either iliac crests or tumor bone lesions, underwent to histological and to flow cytometry immunophenotyping, respectively. BM samples containing a NB cells infiltration from 1 to 50 percent, underwent to a subsequent NB cells enrichment using immune-magnetic manipulation. Then, NB samples were used for the identification of actionable targets and for the generation of 3D/tumor-spheres and Patient-Derived Xenografts (PDX) and Cell PDX (CPDX) preclinical models. RESULTS: Eighty-four percent of NB-patients showed potentially therapeutically targetable somatic alterations (including point mutations, copy number variations and mRNA over-expression). Sixty-six percent of samples showed alterations, graded as "very high priority", that are validated to be directly targetable by an approved drug or an investigational agent. A molecular targeted therapy was applied for four patients, while a genetic counseling was suggested to two patients having one pathogenic germline variant in known cancer predisposition genes. Out of eleven samples implanted in mice, five gave rise to (C)PDX, all preserved in a local PDX Bio-bank. Interestingly, comparing all molecular alterations and histological and immunophenotypic features among the original patient's tumors and PDX/CPDX up to second generation, a high grade of similarity was observed. Notably, also 3D models conserved immunophenotypic features and molecular alterations of the original tumors. CONCLUSIONS: PREME confirms the possibility of identifying targetable genomic alterations in NB, indeed, a molecular targeted therapy was applied to four NB patients. PREME paves the way to the creation of clinically relevant repositories of faithful patient-derived (C)PDX and 3D models, on which testing precision, NB standard-of-care and experimental medicines.


Subject(s)
DNA Copy Number Variations , Neuroblastoma , Infant , Humans , Animals , Mice , Neoplasm Recurrence, Local , Neuroblastoma/genetics , Neuroblastoma/drug therapy , Neuroblastoma/pathology , Disease Models, Animal , Flow Cytometry
2.
Pediatr Blood Cancer ; 71(3): e30806, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38082548

ABSTRACT

BACKGROUND: 131 I-metaiodobenzylguanidine (131 I-mIBG) effectiveness in children with metastasised neuroblastoma (NB) is linked to the effective dose absorbed by the target; a target of 4 Gy whole-body dose threshold has been proposed. Achieving this dose often requires administering 131 I-mIBG twice back-to-back, which may cause haematological toxicity. In this study, we tried identifying the factors predicting the achievement of 4 Gy whole-body dose with a single radiopharmaceutical administration. MATERIALS AND METHODS: Children affected by metastatic NB and treated with a high 131 I-mIBG activity (>450 MBq (megabecquerel)/kg) were evaluated retrospectively. Kinetics measurements were carried out at multiple time points to estimate the whole-body dose, which was compared with clinical and activity-related parameters. RESULTS: Seventeen children (12 females, median age 3 years, age range: 1.5-6.9 years) were included. Eleven of them still bore the primary tumour. The median whole-body dose was 2.88 Gy (range: 1.63-4.22 Gy). Children with a 'bulky' primary (>30 mL) received a higher whole-body dose than those with smaller or surgically removed primaries (3.42 ± 0.74 vs. 2.48 ± 0.65 Gy, respectively, p = .016). Conversely, the correlation between activity/kg and the whole-body dose was moderate (R: 0.42, p = .093). In the multivariate analysis, the volume of the primary tumour was the most relevant predictor of the whole-body dose (p = .002). CONCLUSIONS: These data suggest that the presence of a bulky primary tumour can significantly prolong the 131 I-mIBG biological half-life, effectively increasing the absorbed whole-body dose. This information could be used to model the administered activity, allowing to attain the target dose without needing a two-step radiopharmaceutical administration.


Subject(s)
Neuroblastoma , Radiopharmaceuticals , Child , Female , Humans , Infant , Child, Preschool , Radiopharmaceuticals/therapeutic use , Radiometry , Retrospective Studies , 3-Iodobenzylguanidine/therapeutic use , Neuroblastoma/pathology , Iodine Radioisotopes/therapeutic use
3.
Pediatr Surg Int ; 40(1): 140, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38806812

ABSTRACT

PURPOSE: In recent years, the use of robotic-assisted minimally invasive surgery in pediatric oncology has increased. Despite its benefits, its adoption remains limited. This single-center retrospective analysis examines technical nuances, indications, and surgical limitations to prevent complications. METHODS: Data from cancer patients treated robotically in 2015-2016 (Group A) and 2020-2022 (Group B) were compared. Decision-making considered tumor characteristics and risks, guided by multidisciplinary tumor board discussions. Data collected included demographics, intra/post-operative details, and tumor classifications. Statistical analysis evaluated influencing factors. RESULTS: Thirty-eight pediatric patients underwent robotic-assisted tumor resection, the median age was 5 years and weight 21.5 kg. Group A had higher median age and weight. Lesions included 23 malignant, 9 borderline, 5 benign cases; neuroblastoma (n = 19) was prevalent procedure and adrenalectomy was the predominant (28.94%). Open conversion occurred in 12 patients (31.58%), mainly due to vascular challenges (23.68%). Intraoperative complications were 10.53%, postoperative 7.9%. About 27% discharged by the third postoperative day; longer stays were needed for complex cases. All resumed post-op chemotherapy as scheduled, and all alive during follow-up. CONCLUSIONS: Our study confirms the safety and efficacy of robotic-assisted tumor resections in pediatric oncology, even during the learning phase, emphasizing the importance of learning curve, patient selection, and trocar positioning.


Subject(s)
Neoplasms , Robotic Surgical Procedures , Adolescent , Child , Child, Preschool , Female , Humans , Infant , Male , Neoplasms/surgery , Postoperative Complications/epidemiology , Retrospective Studies , Robotic Surgical Procedures/methods , Young Adult
4.
Pediatr Blood Cancer ; 70(3): e30200, 2023 03.
Article in English | MEDLINE | ID: mdl-36625403

ABSTRACT

This paper retrospectively investigated the site and the detection method of relapses in children and adolescents with malignant germ cell tumors enrolled in the TCGM-AIEOP-2004 Study and subsequently developed a relapse, in order to evaluate a possible reduction in radiological exposure during follow-up. Including all malignant cases, serum tumor markers identified a relapse in more than 70% and, according to the selection criteria published by Children Oncology Group in 2018, in more than 90% of cases. These results confirm the importance of serum tumor markers as a relapse detection method, with possible reduction of radiology exams in specific subgroups.


Subject(s)
Neoplasms, Germ Cell and Embryonal , Testicular Neoplasms , Child , Adolescent , Humans , Male , Retrospective Studies , Neoplasm Recurrence, Local/diagnosis , Diagnostic Imaging , Neoplasms, Germ Cell and Embryonal/diagnostic imaging , Biomarkers, Tumor
5.
Pediatr Blood Cancer ; 70(2): e30064, 2023 02.
Article in English | MEDLINE | ID: mdl-36317710

ABSTRACT

INTRODUCTION: Radiographic skeletal survey (R-SS) is the standard imaging technique for the initial staging of Langerhans cell histiocytosis (LCH). Whole-body magnetic resonance imaging (WB-MRI) has been proposed as an effective, radiation-free alternative. METHODS: We prospectively assessed patients with LCH followed at three tertiary centers in Italy and Austria. Two national study protocols were independently designed, and data were then pooled to increase the power of their findings. R-SS and WB-MRI were performed at diagnosis and repeated at the follow-up to confirm the nature of the identified lesions and to study their evolution. RESULTS: Data from 67 patients were analyzed (52 from Italy and 15 from Austria). Compared to R-SS, WB-MRI identified 29 additional skeletal lesions in 14 patients (including two false-positive lesions). Two skeletal lesions were detected at R-SS and missed at WB-MRI (false negative). Per-lesion sensitivity rates were 78.6% (95% CI: 71.0-85.9) for R-SS and 98.4% (95% CI: 94.4-99.8) for WB-MRI, respectively. Based on WB-MRI findings, six patients would have been upstaged to a higher risk class than staging with R-SS. CONCLUSIONS: WB-MRI had a significantly higher detection rate for skeletal lesions compared to R-SS. Clinical and radiology expertise is required to avoid upstaging and overtreatment.


Subject(s)
Bone Diseases , Histiocytosis, Langerhans-Cell , Humans , Child , Young Adult , Magnetic Resonance Imaging/methods , Whole Body Imaging/methods , Radiography , Histiocytosis, Langerhans-Cell/diagnostic imaging , Neoplasm Staging , Sensitivity and Specificity
6.
Pediatr Blood Cancer ; 69(11): e29910, 2022 Nov.
Article in English | MEDLINE | ID: mdl-35920594

ABSTRACT

PURPOSE: To evaluate the prognostic value of texture analysis of the primary tumour with 18 fluorine-dihydroxyphenylalanine positron emission tomography/X-ray computed tomography (18 F-DOPA PET/CT) in patients affected by high-risk neuroblastoma (HR-NBL). METHODS: We retrospectively analysed 18 patients with HR-NBL, which had been prospectively enrolled in the course of a previous trial investigating the diagnostic role of 18 F-DOPA PET/CT at the time of the first onset. Texture analysis of the primary tumour was carried out on the PET images using LifeX. Conventional indices, histogram parameters, grey level co-occurrence (GLCM), run-length (GLRLM), neighbouring difference (NGLDM) and zone-length (GLZLM) matrices parameter were extracted; their values were compared with the overall metastatic load, expressed by means of whole-body metabolic burden (WBMB) score and the progression-free/overall survival (PFS and OS). RESULTS: There was a direct correlation between WBMB and radiomics parameter describing uptake intensity (SUVmean : p = .004) and voxel heterogeneity (entropy: p = .026; GLCM_Contrast: p = .001). Conversely, texture indices of homogeneity showed an inverse correlation with WBMB (energy: p = .026; GLCM_Homogeneity: p = .006). On the multivariate model, WBMB (p < .01) and the first standardised uptake value (SUV) quartile (p < .001) predicted PFS; OS was predicted by WBMB and the N-myc proto-oncogene protein (MYCN) amplification (p < .05) for both. CONCLUSIONS: Textural parameters describing heterogeneity and metabolic intensity of the primary HR-NBL are closely associated with its overall metastatic burden. In turn, the whole-body tumour load appears to be one of the most relevant predictors of progression-free and overall survival.


Subject(s)
Neuroblastoma , Positron Emission Tomography Computed Tomography , Dihydroxyphenylalanine/analogs & derivatives , Fluorine , Fluorodeoxyglucose F18 , Humans , N-Myc Proto-Oncogene Protein , Neuroblastoma/diagnostic imaging , Positron Emission Tomography Computed Tomography/methods , Prognosis , Retrospective Studies
7.
Pediatr Blood Cancer ; 68(2): e28775, 2021 02.
Article in English | MEDLINE | ID: mdl-33099289

ABSTRACT

INTRODUCTION: Despite the progress in current treatments, the event-free survival of high-risk neuroblastoma (HR-NB) patients does not exceed 40%-50%, and the prognosis of refractory or relapsed patients is poor, still representing a challenge for pediatric oncologist. Therapeutic Iodine-131 meta-iodobenzylguanidine (Th-131 I-MIBG) is a recognized safe and potentially effective treatment for NB. MATERIALS: This retrospective study reports the outcomes of 28 MIBG-avid NB patients with advanced disease either refractory or relapsed, which was undertaken from 1996 to 2014. Th-131 I-MIBG was administered shortly before (median: 17 days) high-dose chemotherapy with busulfan and melphalan (HD-BuMel) and autologous stem cell rescue (ASCR) at the Gaslini Institute in Genoa, with the aim of analyzing the feasibility, safety, and efficacy of this approach. RESULTS: Engraftment occurred in all patients after a median of 14 (11-29) and 30 days (13-80) from ASCR for neutrophils and platelets, respectively. No treatment-related deaths were observed. The main high-grade (3-4) toxicity observed was oral and gastrointestinal mucositis in 78.6% and 7.1% of patients, respectively, whereas high-grade hepatic toxicity was observed in 10.7%. Two patients developed veno-occlusive-disease (7.1%), completely responsive to defibrotide. Hypothyroidism was the main late complication that occurred in nine patients (31.1%). After Th-131 MIBG and HD-BuMel, 19 patients (67.8%) showed an improvement in disease status. Over a median follow-up of 15.9 years, the three-year and five-year overall survival (OS) probabilities were 53% (CI 0.33-0.69) and 41% (CI 0.22-0.59), and the three-year and five-year rates of cumulative risk of progression/relapse were 64% (CI 0.47-0.81) and 73% (CI 0.55-0.88), respectively. MYCN amplification emerged as the only risk factor significantly associated with OS (HR, 3.58;P = 0.041). CONCLUSION: Th-131 I-MIBG administered shortly before HD-BuMel is a safe and effective regimen for patients with advanced MIBG-avid NB. These patients should be managed in centers with proven expertise.


Subject(s)
Antineoplastic Agents, Alkylating/therapeutic use , Busulfan/therapeutic use , Hematopoietic Stem Cell Transplantation , Melphalan/therapeutic use , Neuroblastoma/therapy , Child , Child, Preschool , Female , Humans , Infant , Iodine Radioisotopes/chemistry , Male , Neuroblastoma/pathology , Retrospective Studies , Transplantation, Autologous
8.
Pediatr Blood Cancer ; 68(3): e28812, 2021 03.
Article in English | MEDLINE | ID: mdl-33219741

ABSTRACT

PURPOSE: To evaluate clinical features at diagnosis, prognostic factors, and outcomes of malignant sacrococcygeal germ cell tumors (SC-GCTs) in patients enrolled in the Associazione Italiana Ematologia Oncologia Pediatrica (AIEOP) TCG 2004 protocol. PATIENTS AND METHODS: A prospective analysis was conducted on all consecutive patients diagnosed with malignant SC-GCTs between January 2004 and May 2017. Patients with stage I underwent surgery and subsequent surveillance, the others received pediatric cisplatinum-etoposide-bleomycin (pPEB) regimen and eventual deferred surgery. RESULTS: Of 45 patients, 35 were females. Age at diagnosis ranged from 1 day to 3.6 years (median 1.6 years); 26 were stage IV. Of 38 patients who underwent surgery, pathology revealed yolk sac tumor (YST) in 27 and teratoma + YST/embryonal carcinoma in 11, while seven patients were diagnosed based on imaging and elevated levels of alpha-fetoprotein (AFP). Of six patients approached with surgery, only one relapsed and was rescued with first-line chemotherapy. Overall, 38 out of 45 achieved complete remission, three a partial remission, and four were resistant. Ten out of 41 patients who entered remission later relapsed and nine were rescued with a second-line treatment. We observed a global failure percentage of 31% and a 5-year overall survival (OS) and event-free survival (EFS) of 95% and 69%, respectively. CONCLUSIONS: Chemotherapyis generally effective in malignant SC-GCTs, even though almost one-third of our patients experienced events salvageable with second-line treatment. Most of the relapses occurred within 1 year from diagnosis. A close follow up with serial AFP level monitoring should be done for at least 2 years after diagnosis.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Neoplasms, Germ Cell and Embryonal/drug therapy , Sacrococcygeal Region/pathology , Child, Preschool , Female , Follow-Up Studies , Humans , Infant , Male , Neoplasms, Germ Cell and Embryonal/pathology , Prognosis , Prospective Studies , Survival Rate
9.
Pediatr Surg Int ; 37(1): 37-47, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33123764

ABSTRACT

PURPOSE: To clarify the role of primary tumor resection in stage 4S neuroblastoma. METHODS: We investigated a cohort of 172 infants diagnosed with stage 4S neuroblastoma between 1994 and 2013. Of 160 evaluable patients, 62 underwent upfront resection of the primary tumor and 98 did not. RESULTS: Five-year progression-free and overall survival were significantly better in those who had undergone upfront surgery (83.6% vs 64.2% and 96.8% vs 85.7%, respectively). One post-operative death and four non-fatal complications occurred in the resection group. Three patients who had not undergone resection died of chemotherapy-related toxicity. Thirteen patients underwent late surgery to remove a residual tumor, without complications: all but one alive. Outcomes were better in patients diagnosed from 2000 onwards. CONCLUSION: Infants diagnosed with stage 4S neuroblastoma who underwent upfront tumor resection had a better outcome. However, this result cannot be definitely attributed to surgery, since these patients were selected on the basis of their favorable presenting features. Although the question of whether to operate or not at disease onset is still unsolved, this study confirms the importance of obtaining enough adequate tumor tissue to enable histological and biological studies to properly address treatment, to achieve the best possible outcome.


Subject(s)
Neuroblastoma/pathology , Neuroblastoma/surgery , Cohort Studies , Disease Progression , Female , Humans , Infant , Italy , Male , Neoplasm Staging , Treatment Outcome
10.
Genes Chromosomes Cancer ; 59(5): 277-285, 2020 05.
Article in English | MEDLINE | ID: mdl-31756773

ABSTRACT

Neuroblastoma (NB) is the most common extracranial malignant tumor of childhood and is characterized by a broad heterogeneity in clinical presentation and evolution. Recent advances in pangenomic analysis of NB have revealed different recurrent chromosomal aberrations. Indeed, it is now well established that the overall genomic profile is important for treatment stratification. In previous studies, 11 genes were shown to be recurrently amplified (ODC1, ALK, GREB1, NTSR2, LIN28B, MDM2, CDK4, MYEOV, CCND1, TERT, and MYC) besides MYCN, with poor survival of NB patients harboring these amplifications being suggested. Genomic profiles of 628 NB samples analyzed by array-comparative genome hybridization (a-CGH) were re-examined to identify gene amplifications other them MYCN amplification. Clinical data were retrospectively collected. We additionally evaluated the association of FRS2 gene expression with NB patient outcome using the public R2 Platform. We found eight NB samples with high grade amplification of one or two loci on chromosome arm 12q. The regional amplifications were located on bands 12q13.3-q14.1 and 12q15-q21.1 involving the genes CDK4, MDM2, and the potential oncogenic gene FRS2. The CDK4, MDM2, and FRS2 loci were coamplified in 8/8 samples. The 12q amplifications were associated with very poor prognosis and atypical clinical features of NB patients. Further functional and clinical investigations are needed to confirm or refute these associations.


Subject(s)
Adaptor Proteins, Signal Transducing/genetics , Cyclin-Dependent Kinase 4/genetics , Membrane Proteins/genetics , Neuroblastoma/genetics , Proto-Oncogene Proteins c-mdm2/genetics , Biomarkers, Tumor/genetics , Child , Chromosomes, Human, Pair 12 , Comparative Genomic Hybridization/methods , Gene Amplification , Humans , Neuroblastoma/mortality , Neuroblastoma/pathology , Prognosis , Retrospective Studies , Survival Rate , Exome Sequencing/methods
11.
Pediatr Blood Cancer ; 67(3): e28125, 2020 03.
Article in English | MEDLINE | ID: mdl-31850649

ABSTRACT

BACKGROUND: Malignant germ cell tumors (GCTs) are a heterogeneous group of rare neoplasms in children. Optimal outcome is achieved with multimodal therapies for patients with both localized and advanced disease, especially after the introduction of platinum-based chemotherapy regimens. In this respect, data on salvage treatment for children with relapsed or platinum-refractory disease are still limited. METHODS: Retrospective analysis of data regarding patients affected by malignant GCTs with platinum-refractory or relapsed disease after first-line treatment according to AIEOP TCGM 2004 protocol was conducted. RESULTS: Twenty-one patients, 15 females and 6 males, were considered for the analysis. All 21 patients received second-line conventional chemotherapy (SLCT), two of these immediately after surgery for local relapse removal. Two patients showed a progression of disease during SLCT and died of disease shortly thereafter, whereas 19 patients were in partial remission (PR) or complete remission (CR) after SLCT. Treatment after SLCT consisted in surgery on residual tumor mass (9/19) followed by high dose of chemotherapy (HDCT) with autologous hematopoietic stem cell support (16/19). The overall survival (OS) and event-free survival of the whole populations are 71% and 66.6%, respectively. Platinum-refractory patients OS is 54.5% compared with 91.5% of the relapsed group. There were no treatment-related deaths. CONCLUSION: SLCT followed or not by HDCT is an effective salvage treatment for children with relapsed/refractory GCTs. However, the role of HDCT following SLCT needs to be further investigated, especially regarding the identification of specific patient subgroups, which can benefit from this more intensive treatment.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Drug Resistance, Neoplasm/drug effects , Neoplasm Recurrence, Local/drug therapy , Neoplasms, Germ Cell and Embryonal/drug therapy , Salvage Therapy , Adolescent , Carboplatin/administration & dosage , Child , Child, Preschool , Cisplatin/administration & dosage , Deoxycytidine/administration & dosage , Deoxycytidine/analogs & derivatives , Etoposide/administration & dosage , Female , Follow-Up Studies , Humans , Ifosfamide/administration & dosage , Infant , Male , Neoplasm Recurrence, Local/pathology , Neoplasms, Germ Cell and Embryonal/pathology , Oxaliplatin/administration & dosage , Paclitaxel/administration & dosage , Prognosis , Remission Induction , Retrospective Studies , Survival Rate , Gemcitabine
12.
Pediatr Blood Cancer ; 64(2): 330-335, 2017 02.
Article in English | MEDLINE | ID: mdl-27578550

ABSTRACT

BACKGROUND: Ultrasound-guided (USG) cannulation of the brachiocephalic vein (BCV) is gaining worldwide consensus for central venous access in children. This study reports a 20-month experience with this approach in children. METHODS: All patients who underwent percutaneous USG central venous catheter (CVC) positioning in the BCV between August 2013 and March 2015 have been included. Devices inserted during this period were open-ended, either single or double-lumen tunneled CVC. Our series was divided into three consecutive study periods in order to determine the relative incidence of repositioning and complications. RESULTS: During the study period, a total of 95 patients underwent 109 CVC insertions in the BCV. The median length of CVC duration was 230 days for a total of 23,212 catheter days. No major intraoperative complications occurred. Overall rate of CVC-related postoperative complications requiring repositioning or precocious removal was 0.90 per 1,000 catheter days and involved 21 CVC (19%, 95% confidence interval 13-28). These included 18 dislodgments, two infections, and one malfunction. Double-lumen CVCs represented the only significant risk factor for complications (52% complications-three per 1,000 catheter days). CONCLUSION: USG supraclavicular cannulation of the BCV represents a safe approach for central line placement in children. It proved to be versatile, as it can be used in premature infants as well as in adolescents. Provided it is adopted by operators experienced in USG cannulation, we strongly suggest to resort to this approach as a first-line choice in children undergoing tunnelled central line placement for long-lasting therapy.


Subject(s)
Brachiocephalic Veins/diagnostic imaging , Catheterization, Central Venous/methods , Neoplasms/surgery , Postoperative Complications , Ultrasonography, Interventional/methods , Adolescent , Adult , Child , Child, Preschool , Female , Follow-Up Studies , Humans , Infant , Infant, Newborn , Male , Neoplasms/diagnostic imaging , Prognosis , Prospective Studies , Risk Factors , Time Factors , Young Adult
13.
BMC Bioinformatics ; 17(Suppl 12): 347, 2016 Nov 08.
Article in English | MEDLINE | ID: mdl-28185577

ABSTRACT

BACKGROUND: More than fifty percent of neuroblastoma (NB) patients with adverse prognosis do not benefit from treatment making the identification of new potential targets mandatory. Hypoxia is a condition of low oxygen tension, occurring in poorly vascularized tissues, which activates specific genes and contributes to the acquisition of the tumor aggressive phenotype. We defined a gene expression signature (NB-hypo), which measures the hypoxic status of the neuroblastoma tumor. We aimed at developing a classifier predicting neuroblastoma patients' outcome based on the assessment of the adverse effects of tumor hypoxia on the progression of the disease. METHODS: Multi-layer perceptron (MLP) was trained on the expression values of the 62 probe sets constituting NB-hypo signature to develop a predictive model for neuroblastoma patients' outcome. We utilized the expression data of 100 tumors in a leave-one-out analysis to select and construct the classifier and the expression data of the remaining 82 tumors to test the classifier performance in an external dataset. We utilized the Gene set enrichment analysis (GSEA) to evaluate the enrichment of hypoxia related gene sets in patients predicted with "Poor" or "Good" outcome. RESULTS: We utilized the expression of the 62 probe sets of the NB-Hypo signature in 182 neuroblastoma tumors to develop a MLP classifier predicting patients' outcome (NB-hypo classifier). We trained and validated the classifier in a leave-one-out cross-validation analysis on 100 tumor gene expression profiles. We externally tested the resulting NB-hypo classifier on an independent 82 tumors' set. The NB-hypo classifier predicted the patients' outcome with the remarkable accuracy of 87 %. NB-hypo classifier prediction resulted in 2 % classification error when applied to clinically defined low-intermediate risk neuroblastoma patients. The prediction was 100 % accurate in assessing the death of five low/intermediated risk patients. GSEA of tumor gene expression profile demonstrated the hypoxic status of the tumor in patients with poor prognosis. CONCLUSIONS: We developed a robust classifier predicting neuroblastoma patients' outcome with a very low error rate and we provided independent evidence that the poor outcome patients had hypoxic tumors, supporting the potential of using hypoxia as target for neuroblastoma treatment.


Subject(s)
Hypoxia/genetics , Neural Networks, Computer , Neuroblastoma/genetics , Female , Gene Expression Profiling , Humans , Hypoxia/metabolism , Hypoxia/mortality , Infant , Kaplan-Meier Estimate , Male , Neuroblastoma/metabolism , Neuroblastoma/mortality , Oxygen/metabolism
14.
Pediatr Blood Cancer ; 63(5): 941-3, 2016 May.
Article in English | MEDLINE | ID: mdl-26840616

ABSTRACT

Isolated pulmonary involvement in pediatric Langerhans cell histiocytosis (LCH) is extremely rare. While the multisystem-LCH course varies from spontaneous remission to rapid deterioration with lethal outcome, single system involvement is generally associated with favorable prognosis. A child with isolated pulmonary LCH had an extremely rapid progression leading to respiratory failure, despite treatment with prednisone and vinblastine. Since lung hyperinflation and cystic degeneration contraindicated conventional mechanical ventilation, extracorporeal membrane oxygenation (ECMO) was chosen for 50 days as a bridge to lung transplantation. The mechanisms involved in disease progression and the usefulness of long-term ECMO are discussed.


Subject(s)
Extracorporeal Membrane Oxygenation/methods , Histiocytosis, Langerhans-Cell/therapy , Lung Diseases/therapy , Lung Transplantation , Child , Humans , Male , Prednisolone/administration & dosage , Time Factors , Vincristine/administration & dosage
15.
Pediatr Blood Cancer ; 63(5): 808-12, 2016 May.
Article in English | MEDLINE | ID: mdl-26766550

ABSTRACT

BACKGROUND: Primary mediastinal germ cell tumors (GCTs) are rare in children and still represent a challenge for both adult and pediatric oncologists because of their worse outcome compared to their gonadal counterpart. PROCEDURE: Prospectively collected data concerning patients enrolled in the Italian Association of Pediatric Haematology and Oncology study on malignant GCTs (AIEOP TCGM 2004) protocol for the treatment of GCTs were analyzed. Patients with malignant mediastinal primary GCTs were included in this study. Data regarding patients with newly diagnosed mediastinal teratoma were also collected. RESULTS: From 2005 to 2013, 20 children diagnosed with mediastinal GCTs were registered in AIEOP TCGM 2004 protocol. With a median follow-up of 89 months (range 35-123), the overall survival (OS) and event free survival (EFS) rates were 100% for teratoma and 90% for malignant GCTs. CONCLUSIONS: We confirm the favorable outcome of children affected by mediastinal teratoma and malignant GCTs. For malignant tumors, further studies on the clinical characteristics and genetic signatures on tumor samples might be necessary to better understand differences observed in high-risk patients and to assist the development of more effective treatment for this subgroup.


Subject(s)
Mediastinal Neoplasms , Teratoma , Adolescent , Child, Preschool , Disease-Free Survival , Female , Follow-Up Studies , Humans , Infant , Italy/epidemiology , Male , Mediastinal Neoplasms/mortality , Mediastinal Neoplasms/therapy , Prospective Studies , Survival Rate , Teratoma/mortality , Teratoma/therapy
16.
Surg Today ; 46(2): 255-9, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26321206

ABSTRACT

A minimal access procedure does not necessarily mean that it is minimally invasive. However, as its name implies, MIVAT is a truly minimally invasive treatment modality. The advantages it offers over its conventional counterpart are indeed related to its minimally invasive nature. Furthermore, this nature has not compromised its ability to accomplish its purpose both safely and effectively. Ever since its introduction in the late 1990s, MIVAT has been progressively evolving. The indications for this procedure, which was initially surrounded by skepticism, have been expanding. Benign thyroid pathology is now considered only one of its indications among others. This article provides a detailed description of this minimally invasive, maximally effective and patient satisfying procedure so that it may be adopted by more surgeons around the globe for better patient care and to also encourage the development of further future advancements.


Subject(s)
Thyroidectomy/methods , Video-Assisted Surgery/methods , Anesthesia, General , Humans , Intubation, Intratracheal , Patient Satisfaction , Safety , Supine Position , Thyroidectomy/instrumentation , Video-Assisted Surgery/instrumentation
17.
Pediatr Blood Cancer ; 62(7): 1202-8, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25631333

ABSTRACT

BACKGROUND: Teratomas demonstrate a benign clinical behavior, however they may recur with malignant components or as teratoma, and in a small group of patients prognosis could be fatal. After the first Italian study, we collected cases of teratoma, alongside the protocol for malignant germ cell tumors. PROCEDURE: Patients with teratoma were collected from 2004 to 2014. Teratomas were classified according to the WHO classifications, as mature and immature. Patients with pathological aFP and/or bHCG, and those with a malignant germ cell component were not included. RESULTS: The study enrolled 219 patients (150 mature, 69 immature teratomas) with a median age at diagnosis of 42 months. The primary sites involved were: 118 gonadal and 101 extragonadal teratomas. Two females with ovarian teratoma had a positive family history. Complete and incomplete surgeries were performed in 85% and 9% of cases. Seventeen events occurred: six females had a second metachronous tumor (5 contralateral ovarian teratoma, 1 adrenal neuroblastoma) and 11 teratomas relapsed/progressed (3 mature, 8 immature teratomas). Two patients died, one of progressive immature teratoma and one of surgical complications. At a median follow up of 68 months, the event-free, relapse-free, and overall survival rates were 90.6%, 94.3%, 98.6%, respectively. CONCLUSIONS: Teratomas show a good prognosis, especially the mature ones: surgery and follow-up remain the standard approach. Incomplete surgery in immature teratoma is the group at greatest risk of relapse. Bilateral ovarian tumors are a possibility, and the rare family predisposition to ovarian mature teratoma warrants further analyses.


Subject(s)
Neoplasm Recurrence, Local/epidemiology , Neoplasms, Second Primary/epidemiology , Neuroblastoma/epidemiology , Ovarian Neoplasms/epidemiology , Teratoma/epidemiology , Testicular Neoplasms/epidemiology , Adolescent , Adult , Child , Child, Preschool , Female , Follow-Up Studies , Humans , Incidence , Infant , Infant, Newborn , Italy/epidemiology , Male , Neoplasm Grading , Neoplasm Recurrence, Local/mortality , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Neoplasms, Second Primary/mortality , Neoplasms, Second Primary/pathology , Neuroblastoma/mortality , Neuroblastoma/pathology , Ovarian Neoplasms/mortality , Ovarian Neoplasms/pathology , Prognosis , Prospective Studies , Survival Rate , Teratoma/mortality , Teratoma/pathology , Testicular Neoplasms/mortality , Testicular Neoplasms/pathology , Young Adult
18.
Pediatr Blood Cancer ; 62(10): 1725-32, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25925003

ABSTRACT

BACKGROUND: Less than 5% of neuroblastomas (NB) occur in adolescents and young adults (AYA), in whom the disease has an indolent and fatal course. PROCEDURE: We studied the genomic profile and histological characteristics of 34 NBs from AYA patients enrolled in the Italian Neuroblastoma Registry (INBR) between 1979 and 2009. RESULTS: Disease was disseminated in 20 patients and localized in 14; 30/34 tumors were classified as NB and 4/34 as nodular ganglioneuroblastoma (nGNB). Segmental Chromosome Aberrations (SCAs) were observed in 29 tumors (85%) namely 1p imbalance (58%), 17q gain (52%), 9p loss (32%), 11q loss (30%), 1q gain (17%), 7q gain (17%), 2p gain (14%), 3p loss (14%), and 4p loss (7%). MYCN amplification and MYCN gain were detected in 3 (10%) and 2 cases (7%) respectively. An anaplastic lymphoma receptor tyrosine kinase (ALK) gene mutation study on the available cases from this cohort revealed 4/25 (16%) mutated cases. In parallel, alpha thalassaemia/mental retardation syndrome X linked (ATRX) gene mutations were also sought, a novel mutation being detected in 1/21 (4,7%) cases. CONCLUSION: This study confirmed the low incidence of MYCN amplification in AYA and recorded a high frequency of 17q gain and 9p and 11q loss independently from the stage of the disease. The presence of 1q gain, which identifies patients with particularly aggressive disease, relapse and poor survival, was also detected. Furthermore, the frequency of ALK mutations suggests that a target-based therapy with ALK inhibitors might be effective in this subset of patients.


Subject(s)
Chromosome Aberrations , Neuroblastoma/genetics , Adolescent , Adult , Child , Cytogenetic Analysis , Female , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Italy , Male , Multiplex Polymerase Chain Reaction , Neuroblastoma/pathology , Young Adult
19.
BMC Bioinformatics ; 15 Suppl 5: S4, 2014.
Article in English | MEDLINE | ID: mdl-25078098

ABSTRACT

BACKGROUND: Cancer patient's outcome is written, in part, in the gene expression profile of the tumor. We previously identified a 62-probe sets signature (NB-hypo) to identify tissue hypoxia in neuroblastoma tumors and showed that NB-hypo stratified neuroblastoma patients in good and poor outcome 1. It was important to develop a prognostic classifier to cluster patients into risk groups benefiting of defined therapeutic approaches. Novel classification and data discretization approaches can be instrumental for the generation of accurate predictors and robust tools for clinical decision support. We explored the application to gene expression data of Rulex, a novel software suite including the Attribute Driven Incremental Discretization technique for transforming continuous variables into simplified discrete ones and the Logic Learning Machine model for intelligible rule generation. RESULTS: We applied Rulex components to the problem of predicting the outcome of neuroblastoma patients on the bases of 62 probe sets NB-hypo gene expression signature. The resulting classifier consisted in 9 rules utilizing mainly two conditions of the relative expression of 11 probe sets. These rules were very effective predictors, as shown in an independent validation set, demonstrating the validity of the LLM algorithm applied to microarray data and patients' classification. The LLM performed as efficiently as Prediction Analysis of Microarray and Support Vector Machine, and outperformed other learning algorithms such as C4.5. Rulex carried out a feature selection by selecting a new signature (NB-hypo-II) of 11 probe sets that turned out to be the most relevant in predicting outcome among the 62 of the NB-hypo signature. Rules are easily interpretable as they involve only few conditions. CONCLUSIONS: Our findings provided evidence that the application of Rulex to the expression values of NB-hypo signature created a set of accurate, high quality, consistent and interpretable rules for the prediction of neuroblastoma patients' outcome. We identified the Rulex weighted classification as a flexible tool that can support clinical decisions. For these reasons, we consider Rulex to be a useful tool for cancer classification from microarray gene expression data.


Subject(s)
Artificial Intelligence , Computational Biology/instrumentation , Gene Expression Profiling/instrumentation , Neuroblastoma/genetics , Algorithms , Computational Biology/methods , Gene Expression Profiling/methods , Humans , Infant , Logic , Neuroblastoma/diagnosis , Prognosis , Software , Support Vector Machine
20.
Eur J Nucl Med Mol Imaging ; 41(6): 1046-56, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24562643

ABSTRACT

PURPOSE: The aim of this study was to investigate the relationship between (123)I-metaiodobenzylguanidine (MIBG) scan semi-quantification and a new (18)F-DOPA positron emission tomography (PET)/CT score in patients with suspected or documented neuroblastoma (NB) relapse and to assess the association between these two parameters and progression-free survival (PFS)/overall survival (OS). METHODS: We analysed 24 NB patients who had undergone (123)I-MIBG and (18)F-DOPA PET/CT scans at the time of suspected relapse, after applying a proper scoring system for each scan. In time-to-event analyses, the score distributions were regarded as continuous and were categorized in tertiles and medians. We used Kaplan-Meier curves and Cox proportional hazard models for PFS and OS in order to estimate the independent prognostic impact of (123)I-MIBG and (18)F-DOPA PET/CT scans. RESULTS: The (123)I-MIBG and (18)F-DOPA scores were highly and positively correlated (Spearman's rho = 0.8, p < 0.001). Over a median follow-up of 14 months (range 6-82), 12 cases of disease progression and 6 deaths occurred. Multivariate Cox models showed a higher risk of disease progression [hazard ratio (HR) 17.0, 95% confidence interval (CI) 2.7-109] in NB patients with (123)I-MIBG score > 3 (3rd tertile) and an even higher risk (HR:37.2, 95% CI 2.4-574) in those with (18)F-DOPA whole-body metabolic burden (WBMB) >7.5 (median), after adjustment for all main clinical/pathological factors considered. Kaplan-Meier analyses showed a significant association with OS (log-rank p = 0.01 and p = 0.03 for (123)I-MIBG and (18)F-DOPA WBMB, respectively). CONCLUSION: Our results confirm the good agreement between (18)F-DOPA PET/CT and (123)I-MIBG scan in patients affected by NB relapse. In time-to-event analyses, (123)I-MIBG scan and (18)F-DOPA PET/CT scores were independently and significantly associated with disease progression.


Subject(s)
Dihydroxyphenylalanine/analogs & derivatives , Multimodal Imaging , Neuroblastoma/diagnostic imaging , Positron-Emission Tomography , Radiopharmaceuticals , Tomography, X-Ray Computed , 3-Iodobenzylguanidine , Abdominal Neoplasms/diagnostic imaging , Adolescent , Adult , Child , Child, Preschool , Female , Head and Neck Neoplasms/diagnostic imaging , Humans , Male , Predictive Value of Tests , Recurrence , Thoracic Neoplasms/diagnostic imaging , Treatment Outcome
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