Incidencia y factores pronósticos para el desarrollo de infección fúngica invasiva en pacientes hematológicos de alto riesgo

La infección fúngica invasiva (IFI) es una causa cada vez más frecuente de morbi-mortalidad en pacientes con enfermedades hematológicas malignas en tratamiento con quimioterapia intensiva y los receptores de un trasplante alogénico de progenitores hematopoyético (alo-TPH). El objetivo de esta tesis por compendio de publicaciones fue realizar un estudio epidemiológico de la IFI en nuestro entorno y, recoger la práctica clínica habitual en la profilaxis y el tratamiento de la IFI. Para ello se recogen los resultados de tres estudios publicados en revistas de alto impacto especializadas en hematología y trasplante hematopoyético. Los estudios comparten un nexo común, el análisis de las infecciones fúngicas invasivas en dos grupos de pacientes con muy alto riesgo de desarrollar estas infecciones graves y en los que se usan diferentes estrategias de profilaxis antifúngica, como son los receptores de un alo-TPH y los pacientes con leucemia mieloblástica aguda (LMA) sometidos a quimioterapia intensiva. Estos estudios prestan especialmente atención al impacto de la profilaxis antifúngica administrada (eficacia, toxicidad, desarrollo de IFI de brecha), a la epidemiología de la IFI en nuestro entorno, a la incidencia y evolución de esta complicación, analizando también los factores de riesgo que permitan una mejor adaptación, si es necesario, de las estrategias profilácticas y terapéuticas disponibles. Sus conclusiones fueron: 1. La incidencia de IFI en pacientes hematológicos de alto riesgo en nuestro entorno continúa siendo elevada. Entre el 8 y el 11% de los receptores de alo-TPH desarrollaron una IFI y hasta el 10% en pacientes con LMA en tratamiento intensivo. 2. El pulmón fue el órgano más frecuentemente afectado y los hongos aislados con más frecuencia fueron del género Aspergillus. 3. Se identificaron cinco variables con valor pronóstico independiente en pacientes sometidos a alo-TPH tras el injerto: edad mayor a 40 años, TPH previo, neutropenia antes del injerto de más de 15 días, reactivación de CMV antes del día 180 y EICH crónico extenso. Estas variables sirvieron para construir un modelo de predicción multivariable que fue validado y logra segregar a los pacientes en riesgo bajo, intermedio o alto de desarrollar IFI. 4. La profilaxis con itraconazol y voriconazol a dosis bajas (100 mg/12h) resultó ineficaz para prevenir episodios de IFI en receptores de alo-TPH. La profilaxis con voriconazol a dosis plenas (200 mg/12h) redujo el riesgo de IFI tras el injerto mieloide en los pacientes de riesgo bajo o intermedio, pero no tuvo un impacto en los pacientes de alto riesgo. El voriconazol a dosis plenas (200 mg/12h) mostró una toxicidad similar al voriconazol a dosis bajas. 5. La profilaxis con voriconazol a dosis plena (200 mg/12h) en pacientes con LMA tratados con quimioterapia intensiva de primera línea demostró reducir la incidencia de IFI, el tiempo de hospitalización y el uso de terapia antifúngica empírica, cuando se comparó con la profilaxis con fluconazol o itraconazol. Otro factor protector de IFI encontrado en el análisis multivariante fue recibir un ciclo de quimioterapia sin antraciclinas (citarabina a altas dosis). 6. La revisión periódica de la incidencia de IFI, sus factores pronósticos, y el impacto de las profilaxis antifúngica utilizadas en cada centro resulta fundamental para optimizar las estrategias profilácticas, diagnósticas, y terapéuticas

Decentralised and collaborative machine learning framework for IoT

Decentralised machine learning has recently been proposed as a potential solution to the security issues of the canonical federated learning approach. In this paper, we propose a decentralised and collaborative machine learning framework specially oriented to resource-constrained devices, usual in IoT deployments. With this aim we propose the following construction blocks. First, an incremental learning algorithm based on prototypes that was specifically implemented to work in low-performance computing elements. Second, two random-based protocols to exchange the local models among the computing elements in the network. Finally, two algorithmics approaches for prediction and prototype creation. This proposal was compared to a typical centralized incremental learning approach in terms of accuracy, training time and robustness with very promising results

MIRROS: a randomized, placebo-controlled, Phase III trial of cytarabine ± idasanutlin in relapsed or refractory acute myeloid leukemia.

Patients with refractory or relapsed acute myeloid leukemia (R/R AML) have a poor prognosis, with a high unmet medical need. Idasanutlin is a small-molecule inhibitor of MDM2, a negative regulator of tumor suppressor p53. By preventing the p53–MDM2 interaction, idasanutlin allows for p53 activation, particularly in patients with TP53 wild-type (WT) status. MIRROS (NCT02545283) is a randomized Phase III trial evaluating idasanutlin + cytarabine versus placebo + cytarabine in R/R AML. The primary end point is overall survival in the TP53-WT population. Secondary end points include complete remission rate (cycle 1), overall remission rate (cycle 1) and event-free survival in the TP53-WT population. MIRROS has an innovative design that integrates a stringent interim analysis for futility; continuation criteria were met in mid-2017 and accrual is ongoing. Trial registration number: NCT0254528

Prognostic significance of FLT3-ITD length in AML patients treated with intensive regimens

FLT3-ITD mutations are detected in approximately 25% of newly diagnosed adult acute myeloid leukemia (AML) patients and confer an adverse prognosis. The FLT3-ITD allelic ratio has clear prognostic value. Nevertheless, there are numerous manuscripts with contradictory results regarding the prognostic relevance of the length and insertion site (IS) of the FLT3-ITD fragment. We aimed to assess the prognostic impact of these variables on the complete remission (CR) rates, overall survival (OS) and relapse-free survival (RFS) of AML patients with FLT3-ITDmutations. We studied the FLT3-ITD length of 362 adult AML patients included in the PETHEMA AML registry. We tried to validate the thresholds of ITD length previously published (i.e., 39 bp and 70 bp) in intensively treated AML patients (n = 161). We also analyzed the mutational profile of 118 FLT3-ITD AML patients with an NGS panel of 39 genes and correlated mutational status with the length and IS of ITD. The AUC of the ROC curve of the ITD length for OS prediction was 0.504, and no differences were found when applying any of the thresholds for OS, RFS or CR rate. Only four out of 106 patients had ITD IS in the TKD1 domain. Our results, alongside previous publications, confirm that FLT3-ITD length lacks prognostic value and clinical applicability. © 2021, The Author(s)

Long-Term Outcomes After Autologous Versus Allogeneic Stem Cell Transplantation in Molecularly-Stratified Patients With Intermediate Cytogenetic Risk Acute Myeloid Leukemia: A PETHEMA Study

PETHEMA (Programa Español de Tratamientos en Hematología) and GETH (Grupo Espa~nol de Trasplante Hematopoyético y Terapia Celular) Cooperative GroupsAcute myeloid leukemia (AML) with intermediate risk cytogenetics (IRcyto) comprises a variety of biological entities with distinct mutational landscapes that translate into differential risks of relapse and prognosis. Optimal postremission therapy choice in this heterogeneous patient population is currently unsettled. In the current study, we compared outcomes in IRcyto AML recipients of autologous (autoSCT) (n = 312) or allogeneic stem cell transplantation (alloSCT) (n = 279) in first complete remission (CR1). Molecular risk was defined based on CEBPA, NPM1, and FLT3-ITD mutational status, per European LeukemiaNet 2017 criteria. Five-year overall survival (OS) in patients with favorable molecular risk (FRmol) was 62% (95% confidence interval [CI], 50-72) after autoSCT and 66% (95% CI, 41-83) after matched sibling donor (MSD) alloSCT (P = .68). For patients of intermediate molecular risk (IRmol), MSD alloSCT was associated with lower cumulative incidence of relapse (P < .001), as well as with increased nonrelapse mortality (P = .01), as compared to autoSCT. The 5-year OS was 47% (95% CI, 34-58) after autoSCT and 70% (95% CI, 59-79) after MSD alloSCT (P = .02) in this patient subgroup. In a propensity-score matched IRmol subcohort (n = 106), MSD alloSCT was associated with superior leukemia-free survival (hazard ratio [HR] 0.33, P = .004) and increased OS in patients alive 1 year after transplantation (HR 0.20, P = .004). These results indicate that, within IRcyto AML in CR1, autoSCT may be a valid option for FRmol patients, whereas MSD alloSCT should be the preferred postremission strategy in IRmol patients.Supported by a Río Hortega academic clinical fellowship (CM19/00194) from the Instituto de Salud Carlos III, Spain (E.R.A.). Additional funding has been provided by CIBERONC grants to J.P.S. (CB16/12/00480), M.M.S. (CB16/12/00369) and B.V. (CB16/12/00233)

Characteristics and outcomes of adult patients in the PETHEMA registry with relapsed or refractory FLT3-ITD mutation-positive acute myeloid leukemia

This retrospective study investigated outcomes of 404 patients with relapsed/refractory (R/R) FMS-like tyrosine kinase 3 (FLT3)-internal tandem duplication (ITD) acute myeloid leukemia (AML) enrolled in the PETHEMA registry, pre-approval of tyrosine kinase inhibitors. Most patients (63%) had received first-line intensive therapy with 3 + 7. Subsequently, patients received salvage with intensive therapy (n = 261), non-intensive therapy (n = 63) or supportive care only (n = 80). Active salvage therapy (i.e., intensive or non-intensive therapy) resulted in a complete remission (CR) or CR without hematological recovery (CRi) rate of 42%. More patients achieved a CR/CRi with intensive (48%) compared with non-intensive (19%) salvage therapy (p < 0.001). In the overall population, median overall survival (OS) was 5.5 months; 1- and 5-year OS rates were 25% and 7%. OS was significantly (p < 0.001) prolonged with intensive or non-intensive salvage therapy compared with supportive therapy, and in those achieving CR/CRi versus no responders. Of 280 evaluable patients, 61 (22%) had an allogeneic stem-cell transplant after they had achieved CR/CRi. In conclusion, in this large cohort study, salvage treatment approaches for patients with FLT3-ITD mutated R/R AML were heterogeneous. Median OS was poor with both non-intensive and intensive salvage therapy, with best long-term outcomes obtained in patients who achieved CR/CRi and subsequently underwent allogeneic stem-cell transplant.This study was supported by Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Valencia, Spain [CB16/12/00284]

A phase 3 trial of azacitidine versus a semi-intensive fludarabine and cytarabine schedule in older patients with untreated acute myeloid leukemia

PETHEMA Group.[Background] Options to treat elderly patients (≥65 years old) newly diagnosed with acute myeloid leukemia (AML) include intensive and attenuated chemotherapy, hypomethylating agents with or without venetoclax, and supportive care. This multicenter, randomized, open-label, phase 3 trial was designed to assess the efficacy and safety of a fludarabine, cytarabine, and filgrastim (FLUGA) regimen in comparison with azacitidine (AZA).[Methods] Patients (n = 283) were randomized 1:1 to FLUGA (n = 141) or AZA (n = 142). Response was evaluated after cycles 1, 3, 6, and 9. Measurable residual disease (MRD) was assessed after cycle 9. When MRD was ≥0.01%, patients continued with the treatment until relapse or progressive disease. Patients with MRD < 0.01% suspended treatment to enter the follow-up phase. [Results] The complete remission (CR) rate after 3 cycles was significantly better in the FLUGA arm (18% vs 9%; P = .04), but the CR/CR with incomplete recovery rate at 9 months was similar (33% vs 29%; P = .41). There were no significant differences between arms in early mortality at 30 or 60 days. Hematologic toxicities were more frequent with FLUGA, especially during induction. The 1-year overall survival (OS) rate and the median OS were superior with AZA versus FLUGA: 47% versus 27% and 9.8 months (95% confidence interval [CI], 5.6-14 months) versus 4.1 months (95% CI, 2.7-5.5 months; P = .005), respectively. The median event-free survival was 4.9 months (95% CI, 2.8-7 months) with AZA and 3 months (95% CI, 2.5-3.5 months) with FLUGA (P = .001). [Conclusions] FLUGA achieved more remissions after 3 cycles, but the 1-year OS rate was superior with AZA. However, long-term outcomes were disappointing in both arms (3-year OS rate, 10% vs 5%). This study supports the use of an AZA backbone for future combinations in elderly patients with AML.This study was supported by the Spanish Biomedical Research Centre in Cancer of the Carlos III Health Institute (CB16/12/00369) and by the Carlos III Health Institute/Subdirectorate General for Health Research (FIS No. PI16/01661). Celgene provided the azacitidine and financial support for this study

Acute leukemia arising from myeloproliferative or myelodysplastic/myeloproliferative neoplasms: A series of 372 patients from the PETHEMA AML registry

PETHEMA group.Treatment of acute myeloid leukemia (AML) evolving from myeloproliferative (MPN) or myelodysplastic/myeloproliferative neoplasms (MDS/MPN) is challenging. We evaluated disease characteristics, treatment patterns and outcomes in 372 patients diagnosed with AML after MPN or MDS/MPN over a 27-year period. Frontline treatment was intensive chemotherapy (38%), hypomethylating agents [HMAs] (17%), non-intensive chemotherapy (14%), and supportive care (31%). Median overall survival was 4.8 months, with a 5-year survival rate of 4%. Median survival was 2.8, 3.9 and 8.3 months for the 1992-2010, 2011-2015 and 2016-2019 periods, respectively (test for trend p < 0.001). Complete response (CR) rate was higher with intensive chemotherapy (43%) than with non-intensive chemotherapy (12%) or HMAs (8.5%) [p < 0.001], but responses were short-lived without allogeneic hematopoietic cell transplantation. Patients treated with intensive chemotherapy or HMAs had superior survival than those receiving non-intensive chemotherapy (median: 8.5 vs. 8.6 vs. 4.2 months, respectively). No differences in treatment response or survival were observed according to prior disease subtypes. Patients undergoing transplantation in CR had better survival than those transplanted in other response categories (3-year survival rate of 64% vs. 22%, p = 0.002). Our results support the use of intensive chemotherapy followed by transplant whenever possible, and the preferential use of HMAs over attenuated chemotherapy regimens in unfit patients. In spite of the survival improvement in recent years, this subset of AML constitutes an unmet medical need and deserves systematic incorporation in clinical trials.Peer reviewe

VIII Encuentro de Docentes e Investigadores en Historia del Diseño, la Arquitectura y la Ciudad

Acta de congresoLa conmemoración de los cien años de la Reforma Universitaria de 1918 se presentó como una ocasión propicia para debatir el rol de la historia, la teoría y la crítica en la formación y en la práctica profesional de diseñadores, arquitectos y urbanistas. En ese marco el VIII Encuentro de Docentes e Investigadores en Historia del Diseño, la Arquitectura y la Ciudad constituyó un espacio de intercambio y reflexión cuya realización ha sido posible gracias a la colaboración entre Facultades de Arquitectura, Urbanismo y Diseño de la Universidad Nacional y la Facultad de Arquitectura de la Universidad Católica de Córdoba, contando además con la activa participación de mayoría de las Facultades, Centros e Institutos de Historia de la Arquitectura del país y la región. Orientado en su convocatoria tanto a docentes como a estudiantes de Arquitectura y Diseño Industrial de todos los niveles de la FAUD-UNC promovió el debate de ideas a partir de experiencias concretas en instancias tales como mesas temáticas de carácter interdisciplinario, que adoptaron la modalidad de presentación de ponencias, entre otras actividades. En el ámbito de VIII Encuentro, desarrollado en la sede Ciudad Universitaria de Córdoba, se desplegaron numerosas posiciones sobre la enseñanza, la investigación y la formación en historia, teoría y crítica del diseño, la arquitectura y la ciudad; sumándose el aporte realizado a través de sus respectivas conferencias de Ana Clarisa Agüero, Bibiana Cicutti, Fernando Aliata y Alberto Petrina. El conjunto de ponencias que se publican en este Repositorio de la UNC son el resultado de dos intensas jornadas de exposiciones, cuyos contenidos han posibilitado actualizar viejos dilemas y promover nuevos debates. El evento recibió el apoyo de las autoridades de la FAUD-UNC, en especial de la Secretaría de Investigación y de la Biblioteca de nuestra casa, como así también de la Facultad de Arquitectura de la UCC; va para todos ellos un especial agradecimiento

Long-Term Outcomes After Autologous Versus Allogeneic Stem Cell Transplantation in Molecularly-Stratified Patients With Intermediate Cytogenetic Risk Acute Myeloid Leukemia: A PETHEMA Study.

Acute myeloid leukemia (AML) with intermediate risk cytogenetics (IRcyto) comprises a variety of biological enti- ties with distinct mutational landscapes that translate into differential risks of relapse and prognosis. Optimal postremission therapy choice in this heterogeneous patient population is currently unsettled. In the current study, we compared outcomes in IRcyto AML recipients of autologous (autoSCT) (n = 312) or allogeneic stem cell trans- plantation (alloSCT) (n = 279) in first complete remission (CR1). Molecular risk was defined based on CEBPA, NPM1, and FLT3-ITD mutational status, per European LeukemiaNet 2017 criteria. Five-year overall survival (OS) in patients with favorable molecular risk (FRmol) was 62% (95% confidence interval [CI], 50-72) after autoSCT and 66% (95% CI, 41-83) after matched sibling donor (MSD) alloSCT (P = .68). For patients of intermediate molecular risk (IRmol), MSD alloSCT was associated with lower cumulative incidence of relapse (P < .001), as well as with increased nonrelapse mortality (P = .01), as compared to autoSCT. The 5-year OS was 47% (95% CI, 34-58) after autoSCT and 70% (95% CI, 59-79) after MSD alloSCT (P = .02) in this patient subgroup. In a propensity-score matched IRmol subcohort (n = 106), MSD alloSCT was associated with superior leukemia-free survival (hazard ratio [HR] 0.33, P = .004) and increased OS in patients alive 1 year after transplantation (HR 0.20, P = .004). These results indicate that, within IRcyto AML in CR1, autoSCT may be a valid option for FRmol patients, whereas MSD alloSCT should be the preferred postremission strategy in IRmol patient