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In: Journal of Imaging, MDPI AG, Vol. 8, No. 10 ( 2022-09-28), p. 263-

Abstract: Multimedia data manipulation and forgery has never been easier than today, thanks to the power of Artificial Intelligence (AI). AI-generated fake content, commonly called Deepfakes, have been raising new issues and concerns, but also new challenges for the research community. The Deepfake detection task has become widely addressed, but unfortunately, approaches in the literature suffer from generalization issues. In this paper, the Face Deepfake Detection and Reconstruction Challenge is described. Two different tasks were proposed to the participants: (i) creating a Deepfake detector capable of working in an “in the wild” scenario; (ii) creating a method capable of reconstructing original images from Deepfakes. Real images from CelebA and FFHQ and Deepfake images created by StarGAN, StarGAN-v2, StyleGAN, StyleGAN2, AttGAN and GDWCT were collected for the competition. The winning teams were chosen with respect to the highest classification accuracy value (Task I) and “minimum average distance to Manhattan” (Task II). Deep Learning algorithms, particularly those based on the EfficientNet architecture, achieved the best results in Task I. No winners were proclaimed for Task II. A detailed discussion of teams’ proposed methods with corresponding ranking is presented in this paper.

Type of Medium: Online Resource

ISSN: 2313-433X

URL: Article

DOI: 10.3390/jimaging8100263

Language: English

Publisher: MDPI AG

Publication Date: 2022

detail.hit.zdb_id: 2824270-1

In: Blood Cancer Journal, Springer Science and Business Media LLC, Vol. 12, No. 7 ( 2022-07-19)

Abstract: Hairy cell leukemia (HCL) is a rare lymphoproliferative disease with an excellent prognosis after treatment with cladribine (2CDA), although relapse may occur during follow-up. The aim of the study is to review the efficacy, safety, long-term remission rate, and overall survival (OS) in those patients who received 2CDA as first-line treatment. We retrospectively reviewed data of HCL patients treated with 2CDA between March 1991 and May 2019 at 18 Italian Hematological centers: 513 patients were evaluable for study purpose. The median age was 54 years (range 24–88) and ECOG was 0 in 84.9% of cases. A total of 330 (64.3%) patients received 2CDA intravenously and 183 (35.7%) subcutaneously. ORR was 91.8%: CR was obtained in 335 patients (65.3%), PR in 96 (18.7%), and hematological response in 40 (7.8%) patients; in 42 (8.2%) no response was observed. Hemoglobin value ( p  = 0.044), frequency of circulating hairy cells ( p  = 0.039), recovery of absolute neutrophil count ( p  = 0.006), and normalization of spleen ( p  ≤ 0.001) were associated with CR compared to PR in univariable analysis. At a median follow-up of 6.83 years (range 0.04–28.52), the median time to relapse was 12.2 years. A significant difference in duration of response was identified between patients that obtained a CR and PR (19.4 years versus 4.8 years, p   〈  0.0001). Non-hematological grade 3 or higher early toxicity was reported in 103 (20.1%) patients. Median OS was not reached: 95.3%, 92.4%, and 81.8% of patients were estimated to be alive at 5, 10, and 15 years, respectively. Forty-nine patients died (9.5%), following an infection in 14 cases (2.7%), natural causes in 14 (2.7%), cardiovascular events in 13 (2.5%), a second neoplasm in 6 (1.2%), and progression of HCL in 2 cases (0.4%). Following treatment of HCL with 2CDA, 80% of patients are estimated to be alive 15 years after diagnosis.

Type of Medium: Online Resource

ISSN: 2044-5385

URL: Article

DOI: 10.1038/s41408-022-00702-9

Language: English

Publisher: Springer Science and Business Media LLC

Publication Date: 2022

detail.hit.zdb_id: 2600560-8

In: Blood, American Society of Hematology, Vol. 136, No. Supplement 1 ( 2020-11-5), p. 32-33

Abstract: Hairy cell leukemia (HCL) is a rare lymphoproliferative disease with specific morphologic and molecular features and excellent prognosis. Although high rate of complete response (CR) has been reported after treatment with purine analogs, expecially cladribine (2CDA), relapse may occur during follow-up. The aim of the study is to review the efficacy, safety, long term remission rate and overall survival (OS) in those patients (pts) that received 2CDA as first line treatment. We retrospectively reviewed data of all HCL pts treated with 2CDA between March 1991 and May 2019 at 18 Italian Hematological centers. Among 553 pts reported, only 513 were evaluable because treated with 2CDA alone. Considering the clinical carachteristics, M/F ratio was 4.5 with a median age of 54 years (range 24-88) and ECOG 0 in 85% of cases. Splenomegaly and presence of circulating hairy cells recorded by morphology were reported in 241 (47%) and 138 (27%) pts, respectively. Thirty-seven (7%) pts presented with an infection. Other comorbidities were cardiovascular in 29 (6%) pts, a previous cancer or diabetes in 27 (5%) each, chronic hepatic disorders in 18 (3%), obstructive pulmonary disease in 16 (3%), chronic kidney disease in 3 (1%). Three hundred-thirty (64%) pts received 2CDA intravenously (253 as daily continuous infusion for 5-7 consecutive days and 77 as weekly infusion for 5-7 consecutive weeks) and 183 (36%) subcutaneously. Response criteria were defined as per recent consensus guidelines (Grever MR et al. Blood 2017). The overall response rate (ORR) was 83%: CR in 335 pts (65%) and partial response (PR) in 96 (19%); 40 (8%) pts obtained hematological improvement (HI) and in 42 (8%) no response was observed. Nine of 11 (82%) pts with HI and 18/25 (72%) non responders who received salvage therapy obtained a major response (fig. 1). A slightly higher hemoglobin value (12.4 vs 11.4 g/dl, p=0.044), a reduced frequency of circulating hairy cells (28.7% vs 31.8%, p=0.039), absence of palpable splenomegaly (p= & lt;0.001) and a faster recovery of ANC (28 days vs 41 days, p= 0.006) were associated with CR compared to PR in univariable analysis. No differences in terms of quality and duration of response, infection rate and time to blood counts recovery were reported according to the 2 routes of administration. Among pts receiving intravenous 2CDA, ORR was 85% for continuous infusion and 78% for weekly infusion: no statistically significant difference could be observed. Median duration of response was 12.2 years: 75.1%, 53.6% and 45.5% of responding pts are expected to be free from relapse at 5, 10 and 15 years, respectively. A statistically significant difference in duration of response was identified between pts that obtained a CR compared to pts in PR (19.4 years versus 4.7 years, p & lt;0.0001) (fig. 2). No other differences in relapse free survival (RFS) were identified. Non-hematological grade-3 or higher early toxicity was reported in 108 (21%) pts, due to infections in 102 cases (20%), mainly fever of unknown origin and pneumonia. In 6 cases infection due to invasive aspergillosis, bacteric pneumonia and bacteric sepsis caused the death of pts. Other non-hematological adverse events were almost all grade-1 allergy (47 pts, 9%). No late toxicity was reported, but 19 (4%) second cancers were observed. Among 118 pts relapsed after a median of 4.4 years (fig. 1), 85 (72%) were retreated with 2CDA, alone (65 cases) or associated with rituximab (20 cases); 11 (9%) with pentostatin, alone (7 cases) or associated with rituximab (4 cases), 8 (7%) with interferon α, 8 (7%) with rituximab alone, 1 (1%) with vemurafenib and zanubrutinib each; 2 were lost at follow-up and 2 died before retreatment. Overall, 58 (51%) retreated pts obtained a CR (42 after 2CDA), 37 (32%) a PR (32 after 2CDA), 7 (6%) a HI (4 after 2CDA) and 12 (11%) did not show any response (6 after 2CDA). Median OS was not reached; 95.7%, 92.8% and 82.3% of pts are expected to be alive at 5, 10 and 15 years, respectively (fig. 2). Overall 51 pts died (10%), during the induction phase in 6 cases and during follow-up in 45: overall, mortality was HCL-related in 14 patients (2 progression of disease and 12 infections) and HCL-unrelated in 37 patients (cardiovascular events in 16, natural causes in 15, a second cancer in 6). 2CDA is greatly effective in treating HCL, with an ORR of 83%. Early and long term adverse events were rare and easily managed: although HCL-related mortality is still possible, OS at 15 years is higher than 80% Disclosures Motta: Roche: Honoraria; Janssen: Honoraria. Offidani:Celgene: Consultancy, Honoraria; Janssen: Consultancy, Honoraria; BMS: Consultancy, Honoraria. Tedeschi:Abbvie: Honoraria, Speakers Bureau; Sunesis: Honoraria, Speakers Bureau; Acerta: Honoraria, Speakers Bureau; Janssen: Honoraria, Speakers Bureau; Beigene: Honoraria, Speakers Bureau. Trentin:Janssen: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Abbvie: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Octapharma: Membership on an entity's Board of Directors or advisory committees; Takeda: Membership on an entity's Board of Directors or advisory committees; Shire: Honoraria. Varettoni:Roche: Consultancy, Membership on an entity's Board of Directors or advisory committees; AbbVie: Other: Travel/accommodations/expenses; Janssen: Consultancy, Membership on an entity's Board of Directors or advisory committees, Other: Travel/accommodations/expenses. Visentin:Janssen: Honoraria; Gilead: Honoraria; Abbvie: Honoraria. Falini:Roche: Research Funding. Pulsoni:Sandoz: Consultancy; Pfizer: Consultancy; Takeda: Consultancy; Gilead: Speakers Bureau; Bristol Myers Squibb: Speakers Bureau; roche: Consultancy, Speakers Bureau; Merk: Consultancy. Tiacci:Roche: Research Funding; Abbvie: Other: Travel and meeting expenses. Zinzani:Takeda: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Incyte: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Janssen: Consultancy, Honoraria, Speakers Bureau; Portola: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Servier: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; ADC Therapeutics: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Kirin Kyowa: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Janssen-Cilag: Consultancy, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; AbbVie: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Verastem: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Sanofi: Consultancy, Membership on an entity's Board of Directors or advisory committees; Merck: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; BMS: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Gilead: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Immune Design: Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; TG Therapeutics, Inc.: Honoraria, Speakers Bureau; Roche: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Sandoz: Consultancy, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; MSD: Consultancy, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Celltrion: Consultancy, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Celgene: Consultancy, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Eusapharma: Consultancy, Speakers Bureau; Kyowa Kirin: Consultancy, Speakers Bureau; Immune Design: Consultancy, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; EUSA Pharma: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau.

Type of Medium: Online Resource

ISSN: 0006-4971 , 1528-0020

URL: Article

DOI: 10.1182/blood-2020-136633

Language: English

Publisher: American Society of Hematology

Publication Date: 2020

detail.hit.zdb_id: 1468538-3

detail.hit.zdb_id: 80069-7

In: Annals of Hematology, Springer Science and Business Media LLC

Abstract: Diagnosis and prognostic stratification of myelodysplastic syndromes (MDS) have been complemented by new techniques, including flow cytometry and NGS. To analyze the relationship between molecular and cytofluorimetric data, we enrolled in this retrospective study, 145 patients, including 106 diagnosed with MDS and 39 controls. At disease onset, immunophenotypic (IF), cytogenetic tests, and cytomorphological (CM) examination on bone marrow were carried out in all patients, while NGS was performed in 58 cases. Ogata score presented a specificity of 100% and a sensitivity of 59%. The detection of at least two phenotypic aberrancies in Ogata negative patients increased the sensitivity to 83% and specificity to 87%. Correlations were identified between IF aberrancies and mutations, including positive Ogata 〉 2 and mutations in SRSF2 ( p =0.035), CD15 and U2AF1 (0.032), CD56 and DNMT3A ( p =0.042), and CD38 and TP53 ( p =0.026). In multivariate analysis, U2AF1 mutations, associated with del(20q) and/or abnormalities of chromosome 7 (group 4 as defined by the EuroMDS score), significantly correlated with an inferior overall survival ( p =0.019). These parameters and Ogata score 〉 2 also showed a significant correlation with inferior event-free survival ( p =0.023 and p =0.041, respectively). Both CM and FC features correlated with prognosis and mutational patterns. In an integrated MDS work-up, these tools may guide indications for mutational screening for optimal risk stratification.

Type of Medium: Online Resource

ISSN: 0939-5555 , 1432-0584

URL: Article

DOI: 10.1007/s00277-023-05384-2

Language: English

Publisher: Springer Science and Business Media LLC

Publication Date: 2023

detail.hit.zdb_id: 1458429-3

In: Leukemia & Lymphoma, Informa UK Limited, Vol. 63, No. 7 ( 2022-06-07), p. 1754-1757

Type of Medium: Online Resource

ISSN: 1042-8194 , 1029-2403

URL: Article

DOI: 10.1080/10428194.2022.2042687

Language: English

Publisher: Informa UK Limited

Publication Date: 2022

detail.hit.zdb_id: 2030637-4

In: Mediterranean Journal of Hematology and Infectious Diseases, Hematology Section, Dept. of Radiological Science and Hematology, Catholic University, Rome, Italy, Vol. 15, No. 1 ( 2023-01-01), p. e2023013-

Abstract: Abstract. Background: Colonization by multidrug-resistant organisms (MDRO) is a frequent complication in hematologic departments, which puts patients at risk of life-threatening bacterial sepsis. Fever of unknown origin (FUO) is a condition related to the delivery of chemotherapy in hematologic malignancies, in which the use of antibiotics is debated. The incidence, risk factors, and influence on the outcome of these conditions in patients with acute myeloid leukemia (AML) are not clearly defined.Methods: We retrospectively analyzed 132 consecutive admissions of non-promyelocytic AML patients at the Hematology Unit of the University Tor Vergata in Rome between June 2019 and February 2022. MDRO swab-based screening was performed in all patients on the day of admission and once weekly after that. FUO was defined as fever with no evidence of infection.Results: Of 132 consecutive hospitalizations (69 AML patients), MDRO colonization was observed in 35 cases (26%) and resulted independently related to a previous MDRO colonization (p=0.001) and length of hospitalization (p=0.03). The colonization persistence rate in subsequent admissions was 64%. MDRO-related bloodstream infection was observed in 8 patients (23%) and correlated with grade III/IV mucositis (p=0.008) and length of hospitalization (p=0.02). FUO occurred in 68 cases (51%) and correlated with an absolute neutrophilic count 〈 500μ/L at admission (0.04).Conclusion: In our experience, MDRO colonization is a frequent and difficult-to-eradicate condition that can arise at all stages of treatment. Prompt discharge of patients as soon as clinical conditions allow could limit the spread of MDRO. In addition, the appropriate use of antibiotics, especially in the case of FUO, and the contraction of hospitalization length, when feasible, are measures to tackle the further spread of MDRO.

Type of Medium: Online Resource

ISSN: 2035-3006

URL: Article

DOI: 10.4084/MJHID.2023.013

Language: Unknown

Publisher: Hematology Section, Dept. of Radiological Science and Hematology, Catholic University, Rome, Italy

Publication Date: 2023

detail.hit.zdb_id: 2674750-9

In: Journal of Clinical Medicine, MDPI AG, Vol. 11, No. 7 ( 2022-03-23), p. 1776-

Abstract: Hypofibrinogenemia (HF) in adult acute lymphoblastic leukemia (ALL) of B lineage is uncommon and mostly associated with asparaginase (ASP) delivery. Since we noticed a significant reduction in fibrinogen (FBG) plasma levels even before the first ASP dose, we aim to assess the levels of FBG during induction treatment and explore if the FBG fall correlated with therapies other than asparaginase and/or specific leukemia biological features. We retrospectively analyzed FBG levels in 115 patients with B-ALL. In 74 (64%) out of 115 patients FBG decline occurred during the steroid prephase. In univariate analysis, such a steroid-related HF was significantly associated with BCR-ABL1 rearrangement (p = 0.00158). None of those experiencing HF had significant modifications of liver function tests during induction treatment. Our retrospective study suggests that in B-ALL, steroid therapy can also induce HF and that such an event is preferentially observed in patients carrying BCR-ABL1 rearrangements. The pathogenesis of this phenomenon is still unclear. We attempt to explain it by applying the International Society of Thrombosis and Hemostasis-Disseminated Intravascular Coagulation score (ISTH-DIC score); nonetheless additional studies are needed to clarify further the mechanisms of HF in this subset of patients.

Type of Medium: Online Resource

ISSN: 2077-0383

URL: Article

DOI: 10.3390/jcm11071776

Language: English

Publisher: MDPI AG

Publication Date: 2022

detail.hit.zdb_id: 2662592-1

In: Frontiers in Oncology, Frontiers Media SA, Vol. 12 ( 2022-9-15)

Abstract: Myeloid sarcoma is a hematologic malignancy consisting of extramedullary tissue involvement by myeloid blasts, usually considered as acute myeloid leukemia and treated accordingly. The disease itself, together with chemotherapy and disease-associated factors, may have an impact in increasing the risk of developing severe and frequently life-threatening infections. Herein, we describe the case of a patient with a right breast skin lesion, histologically diagnosed myeloid sarcoma, who developed a severe disseminated fungal infection by Saprochaete clavata ( Magnusiomyces clavatus ), during the first consolidation course of chemotherapy. Despite maximum antifungal therapy, the infection progressed and the fungus continued to be isolated until granulocyte transfusion therapy was initiated. Our experience suggests that patients with profound and long-lasting neutropenia could benefit from granulocyte transfusions as additional therapy in severe fungal infections resistant to broad-spectrum antimicrobial therapy.

Type of Medium: Online Resource

ISSN: 2234-943X

URL: Article

DOI: 10.3389/fonc.2022.970188

Language: Unknown

Publisher: Frontiers Media SA

Publication Date: 2022

detail.hit.zdb_id: 2649216-7

In: Cancers, MDPI AG, Vol. 14, No. 22 ( 2022-11-17), p. 5640-

Abstract: Information regarding the incidence and the prognostic impact of thrombotic events (TE) in non-promyelocytic acute myeloid leukemia (AML) is sparse. Although several risk factors associated with an increased risk of TE development have been recognized, we still lack universally approved guidelines for identification and management of these complications. We retrospectively analyzed 300 consecutive patients with newly diagnosed AML. Reporting the incidence of venous TE (VTE) and arterial TE (ATE) was the primary endpoint. Secondarily, we evaluated baseline patient- and disease-related characteristics with a possible influence of VTE-occurrence probability. Finally, we evaluated the impact of TE on survival. Overall, the VTE incidence was 12.3% and ATE incidence was 2.3%. We identified three independent predictors associated with early-VTE: comorbidities (p = 0.006), platelets count 〉 50 × 109/L (p = 0.006), and a previous history of VTE (p = 0.003). Assigning 1 point to each variable, we observed an overall cumulative incidence of VTE of 18.4% in the high-risk group (≥2 points) versus 6.4% in the low-risk group (0–1 point), log-rank = 0.002. Overall, ATE, but not VTE, was associated with poor prognosis (p 〈 0.001). In conclusion, TE incidence in AML patients is not negligible. We proposed an early-VTE risk score that could be useful for a proper management of VTE prophylaxis.

Type of Medium: Online Resource

ISSN: 2072-6694

URL: Article

DOI: 10.3390/cancers14225640

Language: English

Publisher: MDPI AG

Publication Date: 2022

detail.hit.zdb_id: 2527080-1

In: Mycoses, Wiley, Vol. 65, No. 2 ( 2022-02), p. 233-238

Abstract: Several studies in immunocompromised patients, such as those with HIV infection, undergoing cancer chemotherapy or organ transplant, have led to the development of guidelines on the use of prophylaxis to prevent Pneumocystis jirovecii pneumonia (PJP), in these specific conditions. Instead, since the association between PJP and acute myeloid leukaemia (AML) is not clearly defined, the role of prophylaxis in patients with AML is not yet established. Methods We retrospectively analysed 251 consecutive patients with newly diagnosed non‐M3‐AML, admitted at the Hematology Unit of University Tor Vergata in Rome, during the period 2010–2020. The aim of the study was to evaluate the incidence of PJP among AML patients during their first hospital admission, and to identify subjects at a high risk to develop PJP. Results Among 251 consecutive patients with non‐M3‐AML, 67 bronchoalveolar lavages (BAL) were performed. PJP was proven in 11/67 (16.7%) subjects undergoing BAL (11 males, median age 71 years), with an incidence of 4.3%. The most common reason for BAL execution were radiological findings such as ground‐glass opacities (6/11, 55%) and atypical patterns like consolidations and nodules (5/11, 45%). One patient died because of PJP after 11 days of trimethoprim/sulfamethoxazole therapy. In multivariate analysis older age and smoking habit were independent factors significantly associated with PJP ( p  = .021 and 0.017 respectively). Conclusion We conclude that PJP infection is not uncommon among patients with AML. If intensive chemotherapy is planned, physicians should be aware of this risk and prophylaxis should be considered, particularly in older patients.

Type of Medium: Online Resource

ISSN: 0933-7407 , 1439-0507

URL: Issue

URL: Article

DOI: 10.1111/myc.v65.2

DOI: 10.1111/myc.13411

Language: English

Publisher: Wiley

Publication Date: 2022

detail.hit.zdb_id: 2020780-3