Motor imagery EEG signal classification with a multivariate time series approach.

BACKGROUND: Electroencephalogram (EEG) signals record electrical activity on the scalp. Measured signals, especially EEG motor imagery signals, are often inconsistent or distorted, which compromises their classification accuracy. Achieving a reliable classification of motor imagery EEG signals opens the door to possibilities such as the assessment of consciousness, brain computer interfaces or diagnostic tools. We seek a method that works with a reduced number of variables, in order to avoid overfitting and to improve interpretability. This work aims to enhance EEG signal classification accuracy by using methods based on time series analysis. Previous work on this line, usually took a univariate approach, thus losing the possibility to take advantage of the correlation information existing within the time series provided by the different electrodes. To overcome this problem, we propose a multivariate approach that can fully capture the relationships among the different time series included in the EEG data. To perform the multivariate time series analysis, we use a multi-resolution analysis approach based on the discrete wavelet transform, together with a stepwise discriminant that selects the most discriminant variables provided by the discrete wavelet transform analysis RESULTS: Applying this methodology to EEG data to differentiate between the motor imagery tasks of moving either hands or feet has yielded very good classification results, achieving in some cases up to 100% of accuracy for this 2-class pre-processed dataset. Besides, the fact that these results were achieved using a reduced number of variables (55 out of 22,176) can shed light on the relevance and impact of those variables. CONCLUSIONS: This work has a potentially large impact, as it enables classification of EEG data based on multivariate time series analysis in an interpretable way with high accuracy. The method allows a model with a reduced number of features, facilitating its interpretability and improving overfitting. Future work will extend the application of this classification method to help in diagnosis procedures for detecting brain pathologies and for its use in brain computer interfaces. In addition, the results presented here suggest that this method could be applied to other fields for the successful analysis of multivariate temporal data.

LOXL2-mediated H3K4 oxidation reduces chromatin accessibility in triple-negative breast cancer cells.

Oxidation of H3 at lysine 4 (H3K4ox) by lysyl oxidase-like 2 (LOXL2) generates an H3 modification with an unknown physiological function. We find that LOXL2 and H3K4ox are higher in triple-negative breast cancer (TNBC) cell lines and patient-derived xenografts (PDXs) than those from other breast cancer subtypes. ChIP-seq revealed that H3K4ox is located primarily in heterochromatin, where it is involved in chromatin compaction. Knocking down LOXL2 reduces H3K4ox levels and causes chromatin decompaction, resulting in a sustained activation of the DNA damage response (DDR) and increased susceptibility to anticancer agents. This critical role that LOXL2 and oxidized H3 play in chromatin compaction and DDR suggests that functionally targeting LOXL2 could be a way to sensitize TNBC cells to conventional therapy.

Costes indirectos asociados al glioblastoma. Experiencia en un centro / Indirect costs associated with glioblastoma: Experience at one hospital

Introducción: El glioblastoma es el tumor cerebral más frecuente. A pesar de los avances en su tratamiento, el pronóstico sigue siendo pobre, con una supervivencia media en torno a los 14 meses. Los costes directos, aquellos asociados al diagnóstico y el tratamiento de la enfermedad, han sido descritos ampliamente. Los costes indirectos, aquellos derivados de la pérdida de productividad debido a la enfermedad, han sido descritos en escasas ocasiones. Material y método: Realizamos un estudio retrospectivo, incluyendo a los pacientes diagnosticados entre el 1 de enero del 2010 y el 31 de diciembre del 2013 de glioblastoma en el Hospital Universitario Donostia. Recogimos datos demográficos, relativos al tratamiento ofertado y la supervivencia. Calculamos los costes indirectos a través del método del capital humano, obteniendo datos de sujetos comparables según sexo y edad, y de mortalidad de la población general a través del Instituto Nacional de Estadística. Los salarios pasados fueron actualizados a euros de 2015 según la tasa de inflación interanual y los salarios futuros fueron descontados en un 3,5% anual en forma de interés compuesto. Resultados: Revisamos a 99 pacientes, 46 mujeres (edad media 63,53 años) y 53 hombres (edad media 59,94 años). En 29 pacientes se realizó una biopsia y en los 70 restantes se realizó una cirugía resectiva. La supervivencia global media fue de 18,092 meses. Los costes indirectos totales fueron de 11.080.762 Euros (2015). El coste indirecto medio por paciente fue de 111.926 Euros (2015). Discusión: A pesar de que el glioblastoma es un tipo relativamente poco frecuente de tumor, que supone el 4% de todos los tipos de cáncer, su mal pronóstico y sus posibles secuelas generan una mortalidad y morbilidad desproporcionadamente altas. Esto se traduce en unos costes indirectos muy elevados. El clínico debe ser consciente del impacto del glioblastoma en la sociedad y los costes indirectos deben ser tenidos en cuenta en los estudios de coste-efectividad para conocer las consecuencias globales de esta enfermedad (AU)

Introduction: Glioblastoma is the most common primary brain tumour. Despite advances in treatment, its prognosis remains dismal, with a mean survival time of about 14 months. Many articles have addressed direct costs, those associated with the diagnosis and treatment of the disease. Indirect costs, those associated with loss of productivity due to the disease, have seldom been described. Material and method: We conducted a retrospective study in patients diagnosed with glioblastoma at Hospital Universitario Donostia between January 1, 2010 and December 31, 2013. We collected demographics, data regarding the treatment received, and survival times. We calculated the indirect costs with the human capital approach, adjusting the mean salaries of comparable individuals by sex and age and obtaining mortality data for the general population from the Spanish National Statistics Institute. Past salaries were updated to 2015 euros according to the annual inflation rate and we applied a discount of 3.5% compounded yearly to future salaries. Results: We reviewed the records of 99 patients: 46 women (mean age 63.53) and 53 men (mean age 59.94); 29 patients underwent a biopsy and the remaining 70 underwent excisional surgery. Mean survival was 18.092 months for the whole series. The total indirect cost for the series was Euros11 080 762 (2015). Mean indirect cost per patient was Euros 111 926 (2015). Discussion: Although glioblastoma is a relatively uncommon type of tumour, accounting for only 4% of all cancers, its poor prognosis and potential sequelae generate disproportionately large morbidity and mortality rates which translate to high indirect costs. Clinicians should be aware of the societal impact of glioblastoma and indirect costs should be taken into account when cost effectiveness studies are performed to better illustrate the overall consequences of this disease (AU)

Indirect costs associated with glioblastoma: Experience at one hospital. / Costes indirectos asociados al glioblastoma. Experiencia en un centro.

INTRODUCTION: Glioblastoma is the most common primary brain tumour. Despite advances in treatment, its prognosis remains dismal, with a mean survival time of about 14 months. Many articles have addressed direct costs, those associated with the diagnosis and treatment of the disease. Indirect costs, those associated with loss of productivity due to the disease, have seldom been described. MATERIAL AND METHOD: We conducted a retrospective study in patients diagnosed with glioblastoma at Hospital Universitario Donostia between January 1, 2010 and December 31, 2013. We collected demographics, data regarding the treatment received, and survival times. We calculated the indirect costs with the human capital approach, adjusting the mean salaries of comparable individuals by sex and age and obtaining mortality data for the general population from the Spanish National Statistics Institute. Past salaries were updated to 2015 euros according to the annual inflation rate and we applied a discount of 3.5% compounded yearly to future salaries. RESULTS: We reviewed the records of 99 patients: 46 women (mean age 63.53) and 53 men (mean age 59.94); 29 patients underwent a biopsy and the remaining 70 underwent excisional surgery. Mean survival was 18.092 months for the whole series. The total indirect cost for the series was €11 080 762 (2015). Mean indirect cost per patient was €111 926 (2015). DISCUSSION: Although glioblastoma is a relatively uncommon type of tumour, accounting for only 4% of all cancers, its poor prognosis and potential sequelae generate disproportionately large morbidity and mortality rates which translate to high indirect costs. Clinicians should be aware of the societal impact of glioblastoma and indirect costs should be taken into account when cost effectiveness studies are performed to better illustrate the overall consequences of this disease.

Metástasis de carcinoma escamoso de laringe en seno cavernoso. Presentación de un caso / Surgical management in metastatic squamous cell carcinoma of the larynx to the cavernous sinus. Case report

La afectación del seno cavernoso en el cáncer laríngeo supone la presencia de una enfermedad en estadio avanzado y de corta supervivencia. El objetivo del trabajo es presentar un caso de un paciente diagnosticado de carcinoma escamoso de laringe. Se realizó una revisión en las bases de datos Medline, DOYMA y Scielo con las palabras "metástasis en seno cavernoso". Encontramos publicados 10 casos de carcinoma escamoso de laringe con metástasis en seno cavernoso. La supervivencia media de los 10 casos publicados en la literatura fue 4,1 meses, en nuestro caso 9 meses. Los pacientes que recibieron radioterapia mejoraron sintomáticamente. El diagnóstico en algunos casos sólo se confirmó en la realización de una necropsia. En este tipo de lesiones, la cirugía se utiliza para diagnóstico más que como una herramienta terapéutica (AU)

The spread to the cavernous sinus in laryngeal cancer means the presence of a disseminated disease and short survival. The aim of this paper is to report a case of laryngeal squamous carcinoma of the larynx. A search was conducted in the databases of Medline and SciELO DOYMA using the words "cavernous sinus metastasis". We found 10 published cases of laryngeal squamous carcinoma with metastasis to the cavernous sinus. The average survival of the 10 cases reported in the literature was 4.1 months; in our case it was 9 months. Patients who received radiotherapy improved symptomatically. In some cases the diagnosis was confirmed only after necropsy. In this type of lesions, surgery is used for diagnosis rather than as a therapeutic tool (AU)

[Surgical management in metastatic squamous cell carcinoma of the larynx to the cavernous sinus. Case report]. / Metástasis de carcinoma escamoso de laringe en seno cavernoso. Presentación de un caso.

The spread to the cavernous sinus in laryngeal cancer means the presence of a disseminated disease and short survival. The aim of this paper is to report a case of laryngeal squamous carcinoma of the larynx. A search was conducted in the databases of Medline and SciELO DOYMA using the words "cavernous sinus metastasis". We found 10 published cases of laryngeal squamous carcinoma with metastasis to the cavernous sinus. The average survival of the 10 cases reported in the literature was 4.1 months; in our case it was 9 months. Patients who received radiotherapy improved symptomatically. In some cases the diagnosis was confirmed only after necropsy. In this type of lesions, surgery is used for diagnosis rather than as a therapeutic tool.

[Diode laser enucleation of the prostate (Dilep): technique and initial results]. / Enucleación prostática con láser de diodo (Dilep): técnica y resultados iniciales.

INTRODUCTION: we present our preliminary experience and results of practising the prostate enucleation technique using a diode laser (DiLEP) and intravesical morcellation, following the same principles of holmium laser enucleation (HoLEP). MATERIALS AND METHOD: we endoscopically treated benign prostate hyperplasia with DiLEP in 17 patients over a period of five months. They were all followed up for three months with flowmetry and IPSS. We have described the prostate enucleation and morcellation technique in detail, as well as the materials required to perform them. We have also commented on the lessons learned having practised on more than 300 cases with HoLEP, with a view to applying this new technology. RESULTS: the mean age was 74.2 and the mean prostate volume was 61.26 (47-110) cc. The mean loss of haemoglobin was 2.1 (1.4-3.1) gr/dl. There were no major consequences or complications. All the patients were discharged from the hospital 24 hours after the operation. The improvement in the IPSS (22.3±4.1 vs. 7.1±1.06) and in the Q max (7.14±2.6 vs. 21.4±3.6) was sustainable. CONCLUSIONS: It is the first description of the DiLEP technique for the surgical treatment of benign prostate hyperplasia. We believe the results obtained are promising and that they could signify some advantages as opposed to HoLEP. However, prospective randomized studies are required to confirm this opinion.

Enucleación prostática con láser de diodo (Dilep): técnica y resultados iniciales / Diode laser enucleation of the prostate (Dilep): technique and initial results

Introducción: se presenta la experiencia preliminar y resultados de practicar la técnica de enucleación prostática mediante láser diodo (Dilep) y morcelación intravesical, siguiendo los mismos principios de la enucleación con láser de Holmio (Holep). Material y método: a lo largo de 5 meses se ha llevado a cabo el tratamiento endoscópico de la hiperplasia benigna de próstata mediante Dilep en 17 pacientes. Todos ellos han sido seguidos tres meses con flujometría e IPSS. Se describe con detalle la técnica de enucleación prostática y de morcelación, así como el material necesario para llevarla a cabo. Se comentan también las enseñanzas aprendidas con la práctica de más de 300 casos con Holep, de cara a la aplicación de esta nueva tecnología. Resultados: la edad media fue 74,2 años y el volumen prostático medio 61,26 (47-110) cc. La pérdida media de hemoglobina fue 2,1 (1,4-3,1) g/dl. No sucedieron secuelas ni complicaciones mayores. Todos los pacientes abandonaron el hospital a las 24 horas de la intervención. La mejoría en el IPSS (22,3±4,1 vs. 7,1±1,06) y en el Qmax (7,14±2,6 vs. 21,4±3,6) fue ostensible. Conclusiones: se trata de la primera descripción de la técnica Dilep para el tratamiento quirúrgico de la hiperplasia benigna de próstata. Pensamos que los resultados conseguidos son prometedores y que podría suponer algunas ventajas frente a Holep. No obstante, se necesitan estudios prospectivos aleatorizados que confirmen esta opinión (AU)

Introduction: we present our preliminary experience and results of practising the prostate enucleation technique using a diode laser (DiLEP) and intravesical morcellation, following the same principles of holmium laser enucleation (HoLEP). Materials and method: we endoscopically treated benign prostate hyperplasia with DiLEP in 17 patients over a period of five months. They were all followed up for three months with flowmetry and IPSS. We have described the prostate enucleation and morcellation technique in detail, as well as the materials required to perform them. We have also commented on the lessons learned having practised on more than 300 cases with HoLEP, with a view to applying this new technology. Results: the mean age was 74.2 and the mean prostate volume was 61.26 (47-110) cc. The mean loss of haemoglobin was 2.1 (1.4-3.1) gr/dl. There were no major consequences or complications. All the patients were discharged from the hospital 24hours after the operation. The improvement in the IPSS (22.3±4.1 vs. 7.1±1.06) and in the Q max (7.14±2.6 vs. 21.4±3.6) was sustainable. Conclusions: It is the first description of the DiLEP technique for the surgical treatment of benign prostate hyperplasia. We believe the results obtained are promising and that they could signify some advantages as opposed to HoLEP. However, prospective randomized studies are required to confirm this opinion (AU)

Enucleación prostática con láser de holmio. Experiencia del Hospital Germans Trias i Pujol / Holmium laser enucleation prostate. Experience in Hospital Germans Trias i Pujol

Objetivos: Evaluar la implantación de la enucleación con láser de holmio en nuestro centro incluyendo la curva de aprendizaje de un cirujano mediante el análisis de los pacientes tratados por este método. Material y métodos: Se analizaron 150 procedimientos de manera retrospectiva con un seguimiento medio de 11 meses. Se determinaron preoperatoriamente, así como a los 6 y a los 12 meses, los valores de Q max, IPSS y Qol realizando su análisis estadístico. El PSA fue medido preoperatoriamente, así como a los 3 meses de la cirugía. Se analizaron las complicaciones, así como el tiempo quirúrgico y el tiempo de ingreso hospitalario. Resultados: La edad media de los pacientes fue de 72,4 años. El tamaño prostático medio fue de 71,3g (18–150 g). Las horas medias de ingreso fueron 22. Los datos de Q max preoperatoria a los 6 y a los 12 meses fueron de 7,53, 23,24 y 21,62ml/s, siendo estadísticamente significativa (p<0,01). La tasa de transfusión fue del 1,3% y la de estenosis de la uretra del 4%. La mejoría del IPSS a los 6 y a los 12 meses también obtuvo significación estadística (p<0,01). Conclusiones: La enucleación con láser de holmio es una técnica segura y eficaz con una tasa de complicaciones inferior a la resección transuretral de próstata, incluso durante la curva de aprendizaje (AU)

Objectives: Evaluate the introduction of the enucleation with Holmium laser in our center, including the surgeon's learning curve by the analysis of the patients. Materials and methods: 150 procedures have been analyzed in a retrospective manner with an average follow-up of 11 months. Qmax, IPSS and Qol have been determined before surgery, at 6 months and 12 months, realizing their statistic analysis. PSA was measured before surgery and after 3 months. Complications, surgical time and hospital stay have been analyzed. Results: Average patient age was 72, 4 years. Average prostatic size was of 71,3gr (18–150). Average hospital stay was of 22h. Qmax before surgery, 6 months, 12 months was of 7,53ml/s, 23,24ml/s and 21,62ml/s being statistically significant (p<0,01). Transfusion rate was of 1,3% and urethral stenosis rate of 4%. IPSS improvement at 6 and 12 months was statistically significant as well (p<0, 01). Conclusions: Enucleation with Holmium laser is a safe and effective technique with lower complication rate than TURP, included during the learning curve (AU)

[Holmium laser enucleation of the prostate. Experience in Hospital Germans Trias i Pujol]. / Enucleación prostática con láser de holmio. Experiencia del Hospital Germans Trias i Pujol.

OBJECTIVES: Evaluate the introduction of the enucleation with Holmium laser in our center, including the surgeon's learning curve by the analysis of the patients. MATERIALS AND METHODS: 150 procedures have been analyzed in a retrospective manner with an average follow-up of 11 months. Qmax, IPSS and Qol have been determined before surgery, at 6 months and 12 months, realizing their statistic analysis. PSA was measured before surgery and after 3 months. Complications, surgical time and hospital stay have been analyzed. RESULTS: Average patient age was 72, 4 years. Average prostatic size was of 71,3 gr (18-150). Average hospital stay was of 22 h. Qmax before surgery, 6 months, 12 months was of 7,53 ml/s, 23,24 ml/s and 21,62 ml/s being statistically significant (p<0,01). Transfusion rate was of 1,3% and urethral stenosis rate of 4%. IPSS improvement at 6 and 12 months was statistically significant as well (p<0, 01). CONCLUSIONS: Enucleation with Holmium laser is a safe and effective technique with lower complication rate than TURP, included during the learning curve.

[Ureteral lesions produced by an aortofemoral prosthesis. Apropos of a case]. / Lésions urétérales produites par une prothèse aorto-fémorale. A propos d'un cas.

Ureteral lesions following surgery to aorta are reported infrequently. Since 1966, when Lytton published an account of ureteral obstruction from a graft anterior to ureter, several series have been published. In the present case the initial problem was to consider the diagnosis, masked by a supposedly abdominal symptomatology. The second stage was analysis of results of urography and tests of the fluid collection. Effective treatment of this serious complication with preservation of infection of graft was obtained in the case reported by conservative surgery by means of ureteral anastomosis.