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Civino A, Bovis F, Ponzano M, Alighieri G, Prete E, Sorrentino S, Magni-Manzoni S, Vinti L, Romano M, Santoro N, Filocamo G, Belotti T, Santarelli F, Gorio C, Cattalini M, Stabile G, Conter V, Rondelli R, Pession A, Ravelli A. Development and Initial Validation of the ONCOREUM Score to Differentiate Childhood Cancer with Arthropathy from Juvenile Idiopathic Arthritis. J Pediatr 2023; 253:219-224.e3. [PMID: 36202241 DOI: 10.1016/j.jpeds.2022.09.046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 09/24/2022] [Accepted: 09/28/2022] [Indexed: 11/11/2022]
Abstract
OBJECTIVE To develop and validate a weighted score, the ONCOREUM score, that aids physicians in differentiation of cancer with arthropathy from juvenile idiopathic arthritis (JIA). STUDY DESIGN Data were extracted from the ONCOREUM Study, a multicenter, cross-sectional investigation aimed at comparing children with cancer and arthropathy to children with JIA. Three statistical approaches were applied to develop the ONCOREUM score and assess the role of each variable in the diagnosis of cancer with arthropathy, including 2 approaches based on multivariable stepwise selection (models 1 and 2) and 1 approach on a Bayesian model averaging method (model 3). The β coefficients estimated in the models were used to assign score points. Considering that not missing a child with cancer is a mandatory clinical objective, discriminating performance was assessed by fixing sensitivity at 100%. Score performance was evaluated in both developmental and validation samples (representing 80% and 20% of the study population, respectively). RESULTS Patients with cancer and arthropathy (49 with solid tumors and 46 with hematologic malignancies without peripheral blasts) and 677 patients with JIA were included. The highest area under the receiver operating characteristic (ROC) curve (AUC) in the validation data set was yielded by model 1, which was selected to constitute the ONCOREUM score. The score ranged from -18 to 21.8, and the optimal cutoff obtained through ROC analysis was -6. The sensitivity, specificity, and AUC of the cutoff in the validation sample were 100%, 70%, and 0.85, respectively. CONCLUSIONS The ONCOREUM score is a powerful and easily applicable tool that may facilitate early differentiation of malignancies with articular complaints from JIA.
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Affiliation(s)
- Adele Civino
- Pediatric Rheumatology and Immunology, Hospital "Vito Fazzi", Lecce, Italy.
| | - Francesca Bovis
- Department of Health Sciences, Section of Biostatistics, University of Genova, Italy
| | - Marta Ponzano
- Department of Health Sciences, Section of Biostatistics, University of Genova, Italy
| | - Giovanni Alighieri
- Neonatology and Neonatal Intensive Care Unit, Hospital "A. Perrino", Brindisi, Italy
| | - Eleonora Prete
- Department of Hematology and Bone Marrow Transplant, Hospital "Card. G. Panico", Tricase, Italy
| | - Stefania Sorrentino
- Department of Paediatric Haemato-Oncology, Scientific Institute for Research, Hospitalization and Healthcare (IRCCS) Giannina Gaslini Institute, Genoa, Italy
| | | | - Luciana Vinti
- Department of Pediatric Hemato-Oncology, IRCCS Bambino Gesù, Rome, Italy
| | - Micol Romano
- Paediatric Rheumatology, Hospital and Orthopaedic Trauma Centre "G. Pini", Milan, Italy
| | - Nicola Santoro
- Department of Pediatric Oncology and Hematology, University "Aldo Moro" Bari, Italy
| | - Giovanni Filocamo
- Pediatric Rheumatology, IRCCS Ca' Granda Maggiore Hospital, Milan, Italy
| | - Tamara Belotti
- Pediatric Oncology and Haematology Unit, IRCCS, University of Bologna, Italy
| | - Francesca Santarelli
- Division of Pediatric Immunology and Rheumatology, Department of Public Health and Pediatrics, "Regina Margherita" Children Hospital, University of Turin, Italy
| | - Chiara Gorio
- Pediatric Oncohematology and Bone Marrow Transplant Unit, University of Brescia and "Spedali Civili", Brescia, Italy
| | - Marco Cattalini
- Pediatric Clinic, University of Brescia and "Spedali Civili", Brescia, Italy
| | - Giulia Stabile
- CINECA Interuniversity Consortium, Casalecchio di Reno, Italy
| | - Valentino Conter
- Pediatric Hematology-Oncology Unit, University of Milano-Bicocca, Monza, Italy
| | - Roberto Rondelli
- Pediatric Oncology and Haematology Unit, IRCCS, University of Bologna, Italy
| | - Andrea Pession
- Pediatric Unit, IRCCS S.Orsola-Malpighi Hospital, University of Bologna, Italy
| | - Angelo Ravelli
- Scientific Director, Giannina Gaslini Institute, Genoa, Italy; Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics and Maternal-Infantile Sciences (DiNOGMI), University of Genoa, Italy
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Civino A, Alighieri G, Prete E, Caroleo AM, Magni-Manzoni S, Vinti L, Romano M, Santoro N, Filocamo G, Belotti T, Santarelli F, Gorio C, Ricci F, Colombini A, Pastore S, Cesaro S, Barone P, Verzegnassi F, Olivieri AN, Ficara M, Miniaci A, Russo G, Gallizzi R, Pericoli R, Breda L, Mura R, Podda RA, Onofrillo D, Lattanzi B, Tirtei E, Maggio MC, De Santis R, Consolini R, Arlotta A, La Torre F, Mainardi C, Pelagatti MA, Coassin E, Capolsini I, Burnelli R, Tornesello A, Soscia F, De Fanti A, Rigante D, Pizzato C, De Fusco C, Abate ME, Roncadori A, Rossi E, Stabile G, Biondi A, Lepore L, Conter V, Rondelli R, Pession A, Ravelli A. Musculoskeletal manifestations of childhood cancer and differential diagnosis with juvenile idiopathic arthritis (ONCOREUM): a multicentre, cross-sectional study. THE LANCET. RHEUMATOLOGY 2021; 3:e507-e516. [PMID: 38279403 DOI: 10.1016/s2665-9913(21)00086-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 03/03/2021] [Accepted: 03/11/2021] [Indexed: 10/08/2023]
Abstract
BACKGROUND Presenting symptoms of childhood cancers might mimic those of rheumatic diseases. However, the evidence available to guide differential diagnosis remains scarce. Preventing wrong or delayed diagnosis is therefore important to avoid incorrect administration of glucocorticoid or immunosuppressive therapy and worsening of prognosis. As such, we aimed to assess the prevalence and characteristics of presenting musculoskeletal manifestations in patients at cancer onset and to identify the factors that differentiate childhood malignancies with arthropathy from juvenile idiopathic arthritis. METHODS We did a multicentre, cross-sectional study at 25 paediatric haemato-oncology centres and 22 paediatric rheumatology centres in Italy. We prospectively recruited patients who were younger than 16 years that were newly diagnosed with cancer or juvenile idiopathic arthritis. We excluded patients with glucocorticoid pre-treatment (>1 mg/kg per day of oral prednisone or equivalent for ≥2 consecutive weeks). We collected data for patients with a new diagnosis of cancer or juvenile idiopathic arthritis using an electronic case report form on a web-based platform powered by the Cineca Interuniversity Consortium. The primary outcome was to describe the frequency and characteristics of musculoskeletal manifestations at cancer onset; and the secondary outcome was to identify factors that could discriminate malignancies presenting with arthropathy, with or without other musculoskeletal symptoms, from juvenile idiopathic arthritis using multivariable logistic regression analysis. FINDINGS Between May 1, 2015, and May 31, 2018, 1957 patients were eligible, of which 1277 (65%) had cancer and 680 (35%) had juvenile idiopathic arthritis. Musculoskeletal symptoms occurred in 324 (25% [95% CI 23·0-27·8]) of 1277 patients with cancer, of whom 207 had arthropathy. Patients with malignant bone tumours had the highest frequency of musculoskeletal symptoms (53 [80%] of 66), followed by patients with Langerhans histiocytosis (16 [47%] of 34), leukaemia (189 [32%] of 582), soft-tissue sarcomas (16 [24%] of 68), and neuroblastoma (21 [19%] of 109). In the 324 patients with cancer and musculoskeletal symptoms, the most common complaints were joint pain (199 [61%]), followed by limb bone pain (112 [35%]). Joint involvement had a prevalent monoarticular pattern (100 [48%] of 207) and oligoarticular pattern (86 [42%] had 2-4 joints involved and 20 [10%] had >4 joints involved), with the most frequently involved joints being the hip (88 [43%] of 207) and knee (81 [39%]). On multivariable analysis, limb bone pain was the independent variable most strongly associated with cancer (odds ratio [OR] 87·80 [95% CI 18·89-408·12]), followed by weight loss (59·88 [6·34-565·53]), thrombocytopenia (12·67 [2·40-66·92]), monoarticular involvement (11·30 [4·09-31·19]), hip involvement (3·30 [1·13-9·61]), and male sex (2·40 [1·03-5·58]). Factors independently associated with juvenile idiopathic arthritis were morning stiffness (OR 0·04 [95% CI 0·01-0·20]), joint swelling (0·03 [0·01-0·09]), and involvement of the small hand joints (0·02 [0-1·05]). INTERPRETATION Our study provides detailed information about presenting musculoskeletal manifestations of childhood cancers and highlights the clinical and laboratory features that are most helpful in the differential diagnosis with juvenile idiopathic arthritis. FUNDING Associazione Lorenzo Risolo.
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Affiliation(s)
- Adele Civino
- Unità di Reumatologia e Immunologia Pediatrica, Ospedale Vito Fazzi, Lecce, Italy.
| | - Giovanni Alighieri
- Unità di Pediatra-UTIN, Azienda Ospedaliera Cardinale G Panico, Tricase, Italy
| | - Eleonora Prete
- Dipartimento di Ematologia, Azienda Ospedaliera Cardinale G Panico, Tricase, Italy
| | - Anna Maria Caroleo
- Dipartimento di Oncoematologia Pediatrica, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | | | - Luciana Vinti
- Dipartimento di Oncoematologia Pediatrica, Ospedale Pediatrico Bambino Gesù IRCCS, Roma, Italy
| | - Micol Romano
- Divisione di Reumatologia, ASST G Pini-CTO, Milano, Italy
| | - Nicola Santoro
- Oncoematologia Pediatrica, Azienda Ospedaliero Universitaria Consorziale Policlinico di Bari, Bari, Italy
| | - Giovanni Filocamo
- Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Tamara Belotti
- Clinica Pediatrica, Oncologia ed Ematologia Pediatrica Lalla Seràgnoli, Policlinico Sant'Orsola Malpighi, Bologna, Italy
| | - Francesca Santarelli
- Dipartimento di Pediatria, Ospedale Pediatrico Regina Margherita, AOU Città della Salute e della Scienza di Torino, Torino, Italy
| | - Chiara Gorio
- Unità di Oncoematologia Pediatrica e TMO, Spedali Civili, Brescia, Italy
| | | | - Antonella Colombini
- Unità di Oncoematologia Pediatrica, Fondazione MBBM/AO San Gerardo Clinica Pediatrica Universitaria, Monza, Italy
| | - Serena Pastore
- Dipartimento di Pediatria, Azienda Ospedaliera-Universitaria Integrata, Verona, Italy
| | - Simone Cesaro
- Oncoematologia Pediatrica, Dipartimento di Assistenza Integrata Materno Infantile, Azienda Ospedaliera-Universitaria Integrata, Verona, Italy
| | - Patrizia Barone
- Dipartimento di Pediatria, Azienda Ospedaliero Universitaria, Policlinico di Catania, Catania, Italy
| | - Federico Verzegnassi
- Unità di Oncoematologia Pediatrica, IRCCS Materno Infantile Burlo Garofolo, Trieste, Italy
| | - Alma Nunzia Olivieri
- Dipartimento della donna, del bambino e di chirurgia generale e specialistica, Università degli Studi della Campania Luigi Vanvitelli, Napoli, Italy
| | - Monica Ficara
- Divisione di Oncoematologia Pediatrica, Ospedale Policlinico, Modena, Italy
| | - Angela Miniaci
- Clinica Pediatrica, Policlinico Sant'Orsola Malpighi, Bologna, Italy
| | - Giovanna Russo
- Unità di Oncoematologia Pediatrica, Dipartimento di Medicina Clinica e Sperimentale, Università di Catania, Italy
| | - Romina Gallizzi
- Unità di Pediatria, Azienda Ospedaliera Universitaria Gaetano Martino, Messina, Italy
| | | | - Luciana Breda
- Reumatologia Pediatrica, Università di Chieti, Italy
| | - Rossella Mura
- Oncoematologia Pediatrica, Azienda Ospedaliera Brotzu, Cagliari, Italy
| | | | - Daniela Onofrillo
- Unità di Oncoematologia Pediatrica, Dipartimento di Ematologia, Ospedale di Pescara, Italy
| | - Bianca Lattanzi
- Azienda Ospedaliera Universitaria, Ospedale Pediatrico G Salesi, Ancona, Italy
| | - Elisa Tirtei
- SC Oncologia Pediatrica, Ospedale Infantile Regina Margherita, AOU Città della Salute e della scienza, Università di Torino, Italy
| | | | - Raffaela De Santis
- Dipartimento di Pediatria, Unità di Oncoematologia Pediatrica, Ospedale Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Rita Consolini
- Dipartimento di Pediatria, Università di Pisa, Pisa, Italy
| | - Annalisa Arlotta
- Unità di Oncoematologia Pediatrica, Azienda Ospedaliero Universitaria di Parma, Italy
| | - Francesco La Torre
- Reumatologia Pediatrica, Azienda Ospedaliero Universitaria Consorziale Policlinico di Bari-Ospedale Pediatrico Giovanni XXIII, Bari, Italy
| | - Chiara Mainardi
- DIDAS Salute della Donna e del Bambino, Divisione di Oncoematologia Pediatrica e Trapianto di cellule ematopoietiche, Azienda Ospedaliera Universitaria di Padova, Padova, Italy
| | | | - Elisa Coassin
- SOSD Oncologia del Giovane e Radioterapia Pediatrica, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Ilaria Capolsini
- A O U S M Della Misericordia, Oncoematologia Pediatrica con TCSE, Perugia, Italy
| | - Roberta Burnelli
- Unità di Oncoematologia Pediatrica, Azienda Ospedaliero Universitaria Sant'Anna di Ferrara, Cona, Italy
| | | | - Francesca Soscia
- Unità di Pediatria, Ospedale Santa Maria della Stella, Orvieto, Italy
| | | | - Donato Rigante
- Dipartimento di Scienze della Vita e Sanità Pubblica, Fondazione Policlinico Universitario A Gemelli IRCCS, Roma, Italy; Università Cattolica Sacro Cuore, Roma, Italy
| | | | - Carmela De Fusco
- Dipartimento di Oncologia Pediatrica, AORN Santobono-Pausilipon, Napoli, Italy
| | | | - Andrea Roncadori
- Healthcare Administration, IRCCS-Istituto Romagnolo per lo Studio dei Tumori Dino Amadori-IRST, Meldola, FC, Italy
| | - Elisa Rossi
- Consorzio Interuniversitario Cineca, Casalecchio di Reno, Italy
| | - Giulia Stabile
- Consorzio Interuniversitario Cineca, Casalecchio di Reno, Italy
| | - Andrea Biondi
- Unità di Oncoematologia Pediatrica, Fondazione MBBM/AO San Gerardo Clinica Pediatrica Universitaria, Monza, Italy
| | - Loredana Lepore
- Dipartimento di Pediatria, Azienda Ospedaliera-Universitaria Integrata, Verona, Italy
| | - Valentino Conter
- Unità di Oncoematologia Pediatrica, Fondazione MBBM/AO San Gerardo Clinica Pediatrica Universitaria, Monza, Italy
| | - Roberto Rondelli
- Clinica Pediatrica, Oncologia ed Ematologia Pediatrica Lalla Seràgnoli, Policlinico Sant'Orsola Malpighi, Bologna, Italy
| | - Andrea Pession
- Clinica Pediatrica, Oncologia ed Ematologia Pediatrica Lalla Seràgnoli, Policlinico Sant'Orsola Malpighi, Bologna, Italy
| | - Angelo Ravelli
- Dipartimento di Neuroscienze, Riabilitazione, Oftalmologia, Genetica e Scienze Materno-Infantili (DiNOGMI), Università degli Studi di Genova, Genova, Italy; Clinica Pediatrica e Reumatologia, IRCCS Istituto Giannina Gaslini, Genova, Italy; Department of Pediatric Rheumatology, Sechenov First Moscow State Medical University, Moscow, Russian
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