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Clinical Trial Details — Status: Recruiting

Administrative data

NCT number NCT04352556
Other study ID # HM-COVID19-Italy
Secondary ID
Status Recruiting
Phase
First received
Last updated
Start date April 7, 2020
Est. completion date October 1, 2022

Study information

Verified date September 2022
Source Ospedale di Circolo - Fondazione Macchi
Contact Francesco Passamonti, MD
Phone +39-0332-393648
Email francesco.passamonti@asst-settelaghi.it
Is FDA regulated No
Health authority
Study type Observational

Clinical Trial Summary

This is a retrospective/prospective, cohort, non-interventional observational study. This means that all patients with documented COVID and HM diagnosed between February 2020 and study initiation will compose the retrospective part, while those diagnosed after study approval will enter prospective part. The total duration of the study will be 12 months. The study population will must be older than 18 years of age with HM and SARS-CoV-2 infection. All patients with documented SARS-CoV-2 infection (COVID) and history or active hematological malignancies, who refer to any Hematological Unit will be included.


Description:

This is a retrospective/prospective, cohort, non-interventional observational study. An informed consensus for the participation is available. In this section we provide informations on sample size and statistical analysis. In Italy, the projected estimate of complete HM prevalence at Jan 1, 2020 has been established as 48,254 cases for Hodgkin lymphoma, 110.715 cases for non Hodgkin Lymphomas, 67,301 for leukemias, and 25,066 for multiple myeloma (Guzzinati et al, BMC Cancer 2018). The Italian Dipartimento della Protezione Civile website reported (March 23, 2020) that 63,927 cases are currently infected with SARS-CoV-2. No formal sample size calculation was made for this project but, on the basis of data available to date, considering the prevalence of hematological patients in Italy (0.4%) and assuming that these patients have the same risk of contracting COVID-19 as the general population, we supposed to enroll at least 250 patients (at March 24, 2020). Statistical analyses All data collected will be summarized using appropriate descriptive statistics: absolute and relative frequencies for discrete variables; mean, standard deviation, median and interquartile range for continuous ones. To identify factors significantly associated with composite endpoint, log-binomial regression will be used for modelling risk ratio together with 95% confidence interval estimated. The least absolute shrinkage and selection operator (LASSO) method will be applied for selecting the factors able to independently predict primary end-point. LASSO selects variables correlates to the measured outcome by shrinking coefficients weights, down to zero for the ones not correlated to outcome. In addition, machine learning techniques will be used for validating results from LASSO. A weight will be assigned to each coefficient of the selected predictors and weights will be summed to produce a total aggregate score. Predictive performance will be assessed through discrimination and calibration. Discrimination indicates how well the model can distinguish individuals with the outcome from those without the outcome. Two, the net reclassification improvement (NRI) will be calculated for assessing the 'net' number of individuals correctly reclassified using "the new model" over a comparator index [i.e., CCI (Charlson Comorbidity Score) or MCS (Multisource Comorbidity Score), or HM-disease specific]. Calibration ascertains the concordance between the model's predictions and observed outcomes, which we evaluated using a calibration plot. Cartographic and geostatistical methods will be used to exploring the spatial patterns of disease. An Exploratory Spatial Data Analysis (ESDA) and the Kriging method will be also applied to describe and model spatial (geographical) pattern.


Recruitment information / eligibility

Status Recruiting
Enrollment 250
Est. completion date October 1, 2022
Est. primary completion date October 1, 2022
Accepts healthy volunteers No
Gender All
Age group 18 Years and older
Eligibility Inclusion Criteria: - Age equal to or greater than 18 years of age. - History of hematological malignancies (acute leukemias, myelodysplastic syndromes, myeloproliferative neoplasms, lymphomas, myeloma). - Active hematological malignancies (acute leukemias, myelodysplastic syndromes, myeloproliferative neoplasms, lymphomas, myeloma) at any stage/status. - SARS-CoV-2 positive test (nasopharyngeal, BAL, fecal), documented by Real-Time Reverse Transcriptase (RT)-PCR Diagnostic Panels. Exclusion Criteria: - Hematological diseases, other than hematological malignancies. - SARS-CoV-2 negative test.

Study Design


Locations

Country Name City State
Italy SC Ematologia Ospedale SS Antonio e Biagio e Cesare Arrigo Alessandria
Italy UOC Ematologia, Ospedali Riuniti Ancona
Italy UOC Ematologia e Terapia Cellulare, Ospedale Mazzoni Ascoli Piceno
Italy SC Oncologia Medica, CRO Aviano
Italy SC Ematologia, Policlinico Bari Bari
Italy UOC Ematologia, I.R.C.C.S Istituto Tumori Giovanni Paolo II Bari
Italy SSD Ematologia, Ospedale degli Infermi Biella
Italy UOC Ematologia, Azienda Ospedaliero-Universitaria Policlinico S.Orsola-Malpighi, Bologna
Italy Ematologia e Centro Trapianto Midollo Osseo, Ospedale di Bolzano Bolzano
Italy UO Ematologia e CTMO, ASST Spedali Civili Brescia
Italy UO Ematologia e CTMO, ASST Spedali Civili Brescia
Italy UOC Onco-Ematologia ASST Valle Olona Busto Arsizio
Italy SC Ematologia e CTMO AZIENDA OSPEDALIERA "G. BROTZU" - OSPEDALE ONCOLOGICO BUSINCO Cagliari
Italy UOC Ematologia, AOU Policlinico Vittorio Emanuele Catania
Italy Ematologia, Ospedale Valduce Como
Italy UOC Ematologia, Azienda Ospedaliera di Cosenza Cosenza
Italy UO Ematologia e CTMO, ASST Cremona Cremona
Italy SC Ematologia Ospedale S. Croce Cuneo
Italy UOC, Ematologia Azienda Ospedaliero Universitaria Arcispedale S. Anna Ferrara
Italy S.O.D. Ematologia, Azienda Ospedaliero Universitaria Careggi Firenze
Italy UOC Ematologia, Policlinico Ospedali Riuniti Foggia
Italy IRST-IRCC di Meldola Forlì
Italy UO Ematologia, Ospedale Policlinico S.Martino IRCCS Genova
Italy UO Ematologia, Ospedale Policlinico San Martino Genova
Italy UOC di Ematologia e Trapianto di Cellule Staminali, P.O. Vito Fazzi Lecce
Italy UOC di Ematologia, Ospedale di Legnano Legnano
Italy UO Dipartimento di Ematologia, USL 6 Livorno
Italy UOC Oncologia ASST Lodi Lodi
Italy UOC Ematologia Azienda Ospedaliera Universitaria "G.Martino" Messina
Italy UO Ematologia, Ospedale dell'Angelo di Mestre Mestre
Italy Ematologia, IEO Milano
Italy SC Ematologia, Istituto Nazionale dei Tumori Milano
Italy SC Ematologia, Ospedale Niguarda Milano
Italy UO Ematologia, IRCCS Ospedale San Raffaele Milano
Italy UO Servizio di Ematologia e Medicina Trasfusionale, Ospedale Luigi Sacco Milano
Italy UOC Ematologia, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico Milano
Italy UO Ematologia Policlinico di Modena Modena
Italy UOC Ematologia, Ospedale S. Gerardo Monza
Italy SC Ematologia Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Napoli
Italy UOC Ematologia e Trapianti di Midollo, AOU Federico II Napoli
Italy UOC Ematologia, Ospedale Antonio Cardarelli Napoli
Italy UOC Ematologia, Azienda Ospedaliero-Universitaria Maggiore della Carità Novara
Italy Ospedale san Luigi Gonzaga Orbassano
Italy Ematologia Azienda Ospedaliera di Padova Padova
Italy UO Ematologia, Policlinico Paolo Giaccone Palermo
Italy UOC Ematologia e CTMO, Azienda Ospedaliero-Universitaria di Parma Parma
Italy SC Ematologia, Fondazione IRCCS Policlinico San Matteo Pavia
Italy SC Ematologia e Trapianto di Midollo Osseo, Azienda Ospedaliera di Perugia Perugia
Italy UO Ematologia e CTMO, Azienda Ospedaliera Ospedali Riuniti Pesaro
Italy UOC di Ematologia, Ospedale Civile Spirito Santo Pescara
Italy UO Ematologia e CTMO, Presidio Ospedaliero di Piacenza Piacenza
Italy UO Ematologia, AOU Pisana- Santa Chiara Pisa
Italy UO Ematologia dell'Ospedale Santa Maria delle Croci Ravenna
Italy UOC Ematologia, Grande Ospedale Metropolitano Bianchi-Melacrino-Morelli Reggio Calabria
Italy SC Ematologia, Arcispedale Santa Maria Nuova Reggio Emilia
Italy UO Ematologia, Ospedale Infermi Rimini
Italy AOU Azienda Ospedaliera Universitaria Sant'Andrea Roma
Italy IFO - Ematologia e Trapianto Cellule -Istituto Nazionale del Cancro di Regina Elena Roma
Italy SC Ematologia, Fondazione Policlinico Universitario Agostino Gemelli IRCCS Roma
Italy UO Ematologia e Trapianti di Cellule Staminali, A.O. S. Camillo-Forlanini Roma
Italy UO Ematologia, Policlinico Tor Vergata Roma
Italy UOC Ematologia e trapianto di cellule staminali, Policlinico Universitario Campus Bio-Medico Roma
Italy UOC Ematologia Policlinico Umberto I Roma
Italy UOC Ematologia, Fondazione Policlinico Universitario Agostino Gemelli IRCCS Roma
Italy UOC Ematologia- Azienda Ospedaliera San Giovanni Addolorata Roma
Italy UO Ematologia, Istituto Clinico Humanitas Rozzano
Italy UOC Ematologia e centro trapianti cellule staminali emopoietiche, AOU San Giovanni Di Dio e Ruggi D'aragona Salerno
Italy Ematologia ASL Imperiese Sanremo
Italy Medicina Interna ed Ematologia, Asl 1 Savona
Italy UOC Ematologia, Policlinico Santa Maria alle Scotte Siena
Italy UOC Ematologia e Trapianto Midollo Osseo, Ospedale S. G. Moscati Taranto
Italy SCDU Ematologia e terapie cellulari, Ospedale Mauriziano Umberto I Torino
Italy UO Ematologia, Ospedale Universitario Molinette San Giovanni Battista Torino
Italy UO Ematologia, Ospedale Universitario Molinette San Giovanni Battista Torino
Italy UO Ematologia, Ospedale Civili Ca' Foncello Treviso
Italy SC Ematologia, Azienda sanitaria universitaria Giuliano Isontina Trieste
Italy Clinica Ematologia, Azienda Ospedaliera-Universitaria Santa Maria della Misericordia Udine
Italy UOC Ematologia, ASST Sette Laghi, Osp. Di Circolo e Fondazione Macchi Varese
Italy UOC Ematologia, Azienda Ospedaliera Integrata di Verona Verona
Italy UOC Ematologia, Azienda Ospedaliera Integrata di Verona Verona
Italy UOC Ematologia, Ospedale San Bortolo Vicenza

Sponsors (1)

Lead Sponsor Collaborator
Ospedale di Circolo - Fondazione Macchi

Country where clinical trial is conducted

Italy, 

References & Publications (5)

Corrao G, Rea F, Di Martino M, De Palma R, Scondotto S, Fusco D, Lallo A, Belotti LMB, Ferrante M, Pollina Addario S, Merlino L, Mancia G, Carle F. Developing and validating a novel multisource comorbidity score from administrative data: a large population-based cohort study from Italy. BMJ Open. 2017 Dec 26;7(12):e019503. doi: 10.1136/bmjopen-2017-019503. — View Citation

Guan WJ, Ni ZY, Hu Y, Liang WH, Ou CQ, He JX, Liu L, Shan H, Lei CL, Hui DSC, Du B, Li LJ, Zeng G, Yuen KY, Chen RC, Tang CL, Wang T, Chen PY, Xiang J, Li SY, Wang JL, Liang ZJ, Peng YX, Wei L, Liu Y, Hu YH, Peng P, Wang JM, Liu JY, Chen Z, Li G, Zheng ZJ, Qiu SQ, Luo J, Ye CJ, Zhu SY, Zhong NS; China Medical Treatment Expert Group for Covid-19. Clinical Characteristics of Coronavirus Disease 2019 in China. N Engl J Med. 2020 Apr 30;382(18):1708-1720. doi: 10.1056/NEJMoa2002032. Epub 2020 Feb 28. — View Citation

Lu R, Zhao X, Li J, Niu P, Yang B, Wu H, Wang W, Song H, Huang B, Zhu N, Bi Y, Ma X, Zhan F, Wang L, Hu T, Zhou H, Hu Z, Zhou W, Zhao L, Chen J, Meng Y, Wang J, Lin Y, Yuan J, Xie Z, Ma J, Liu WJ, Wang D, Xu W, Holmes EC, Gao GF, Wu G, Chen W, Shi W, Tan W. Genomic characterisation and epidemiology of 2019 novel coronavirus: implications for virus origins and receptor binding. Lancet. 2020 Feb 22;395(10224):565-574. doi: 10.1016/S0140-6736(20)30251-8. Epub 2020 Jan 30. — View Citation

Wang H, Zhang L. Risk of COVID-19 for patients with cancer. Lancet Oncol. 2020 Apr;21(4):e181. doi: 10.1016/S1470-2045(20)30149-2. Epub 2020 Mar 3. — View Citation

Xia Y, Jin R, Zhao J, Li W, Shen H. Risk of COVID-19 for patients with cancer. Lancet Oncol. 2020 Apr;21(4):e180. doi: 10.1016/S1470-2045(20)30150-9. Epub 2020 Mar 3. — View Citation

Outcome

Type Measure Description Time frame Safety issue
Primary To evaluate mortality. The percentage of HM patients with COVID-19 who died. At 2 months from study initiation
Primary To evaluate potential predictive biochemical parameters of mortality. We will assess the correlation between some biochemical parameters at diagnosis of COVID (i.e. hemoglobin, platelets, lymphocytes, clotting tests, CRP), each on the basis of its specific unit of measure, and mortality. At 2 months from study initiation
Primary To evaluate potential predictive HM-related parameters of mortality. We will assess the correlation between HM-related parameters at diagnosis of COVID [i.e. disease type (leukemia, lymphomas, myeloma), disease status (remission / stable / progression), therapy status (on / off therapy)] and mortality. At 2 months from study initiation
Primary To evaluate COVID severity as predictive parameter of mortality. We will assess the correlation between COVID severity [mild (non-pneumonia and mild pneumonia), severe (dyspnea, respiratory frequency = 30/min, SpO2 = 93%, PaO2/FiO2 < 300 and/or lung infiltrates > 50%) and critical (respiratory failure, septic shock, and/or multiple organ disfunction or failure)] and mortality At 2 months from study initiation
Secondary Epidemiology of patients with HM infected by SARS-CoV-2with any spectrum of illness severity Description of the different types of hematological malignancies (WHO criteria) in patients with SARS-CoV-2 infection. All aggregated data will be stratified on the basis of COVID severity: mild (non-pneumonia and mild pneumonia), severe (dyspnea, respiratory frequency = 30/min, SpO2 = 93%, PaO2/FiO2 < 300 and/or lung infiltrates > 50%) and critical disease (respiratory failure, septic shock, and/or multiple organ disfunction or failure) At 6 months from study initiation
Secondary Definition of complete clinical picture of COVID-19 in HM Characterization of clinical and biochemical profile of patients with SARS-CoV-2 positivity. At 2 months from study initiation
Secondary Evolution of HM Assessment of HM status post SARS-CoV-2 infection stratified as no implication, loss of response, progression of the hematological disease. At 2 months from study initiation
Secondary To evaluate admission to ICU requiring mechanical ventilation or death per characteristics Percentage of HM patients being admitted to ICU requiring mechanical ventilation, or death stratified per disease type, status, per off-therapy/on-therapy, per type of therapy (chemo, immunotherapy, cell therapy, stem cell transplant). At 2 months from study initiation
Secondary Viral dynamics in infected HM patients At 12 months from study initiation
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