28 results on '"Gornemann I"'
Search Results
2. The role of personality dimensions, depressive symptoms and other psychosocial variables in predicting postpartum suicidal ideation: a cohort study
- Author
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Gelabert, E., Gutierrez-Zotes, A., Navines, R., Labad, J., Puyané, M., Donadon, M. F., Guillamat, R., Mayoral, F., Jover, M., Canellas, F., Gratacós, M., Guitart, M., Gornemann, I., Roca, M., Costas, J., Ivorra, J. L., Subirà, S., de Diego, Y., Osorio, F. L., Garcia-Esteve, L., Sanjuan, J., Vilella, E., and Martin-Santos, R.
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- 2020
- Full Text
- View/download PDF
3. Coping strategies and postpartum depressive symptoms: A structural equation modelling approach
- Author
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Gutiérrez-Zotes, A., Labad, J., Martín-Santos, R., García-Esteve, L., Gelabert, E., Jover, M., Guillamat, R., Mayoral, F., Gornemann, I., Canellas, F., Gratacós, M., Guitart, M., Roca, M., Costas, J., Luis Ivorra, J., Navinés, R., de Diego-Otero, Y., Vilella, E., and Sanjuan, J.
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- 2015
- Full Text
- View/download PDF
4. Substance use during pregnancy and personality dimensions
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Imaz M, Navines R, Gelabert E, Fonseca F, Gutierrez-Zotes A, Guillamat R, Langohr K, Canellas F, Gornemann I, Costas J, Mayoral F, Valles V, De Diego Y, Roca M, Iborra J, Gratacos M, Vilella E, Garcia-Esteve L, Sanjuan J, Torrens M, and Martin-Santos Laffon R
- Abstract
Our aim was to assess personality traits associated with substance use during pregnancy in a population-based, multicentre study of 1804 pregnant women. On day 2-3 postpartum, participants completed a semi-structured interview, including self-reported drug use (alcohol, tobacco, caffeine, cannabis, cocaine, opioids) during pregnancy, and socio-demographic, reproductive and obstetric variables, personal and family psychiatric history, social support, and the Eysenck personality questionnaire, short version (EPQ-RS). Logistic regression models were conducted. Fifty per cent of women reported substance use during pregnancy: 40% caffeine, 21% tobacco, 3.5% alcohol, and 0.3 % cannabis. Mean T-scores (SD) for personality dimensions were 51.1 (9.6) for extraversion, 48 (8.9) for psychoticism, and 43.6 (8.5) for neuroticism. Extroversion (p = .029) and psychoticism (p = .009) were identified as risk factors after adjustment by age, level of education, employment status during pregnancy, low social support, and previous psychiatric history. For each increment of 10 units in their scores, the odds of substance use increased by 12% and 16% respectively. Low education, being on leave during pregnancy, and previous psychiatric history were independent factors (p < .05) associated with substance use during pregnancy. Primiparity was a protective factor (p = .001). The final models showed a good fit (p = .26). The screening of substance use during pregnancy should include personality dimensions apart from psychosocial variables and history of psychiatric disorders. It is important to identify the associated risk factors for substance use during pregnancy to prevent and improve foetal/neonatal and maternal health during perinatal period. Este estudio evalua los patrones de consumo de substancias durante el embarazo y las dimensiones de personalidad asociadas, en una muestra multicentrica de 1804 mujeres de poblacion general. En el 2-3 dia posparto, completaron una entrevista auto-administrada sobre el consumo de alcohol, tabaco, cafeina, cannabis, cocaina, opiaceos, drogas de diseno, ademas de variables socio-demograficas, obstetricas/reproductivas, historia psiquiatrica previa, apoyo social durante el embarazo y el cuestionario de personalidad de Eysenck (EPQ-RS). Se generaron modelos de regresion logistica multiple. La prevalencia del consumo fue del 50% (N=909): 40% cafeina, 21% tabaco, 3,5% alcohol, y 0,3 cannabis. Las puntuaciones T medias (DE) de personalidad fueron: extraversion 51,1 (9,6), psicoticismo 48 (8,9) y neuroticismo 43,6 (8,5). Las dimensiones de extraversion (p=0,029) y psicoticismo (p=0,009), fueron identificadas como factores de riesgo tras ajustar por edad, nivel educacion, estatus laboral durante el embarazo, bajo apoyo social, e historia psiquiatrica previa. Para cada incremento de 10 unidades en sus puntuaciones, el odds de consumo de substancias durante el embarazo se incremento un 12% y un 16% respectivamente. Menor educacion, estar de baja, y antecedentes psiquiatricos fueron tambien factores independientes (p
- Published
- 2020
5. Is neuroticism a risk factor for postpartum depression?
- Author
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MARTÍN-SANTOS, R., GELABERT, E., SUBIRÀ, S., GUTIERREZ-ZOTES, A., LANGORH, K., JOVER, M., TORRENS, M., GUILLAMAT, R., MAYORAL, F., CANELLAS, F., IBORRA, J. L., GRATACOS, M., COSTAS, J., GORNEMANN, I., NAVINÉS, R., GUITART, M., ROCA, M., DE FRUTOS, R., VILELLA, E., VALDÉS, M., ESTEVE, L. GARCÍA, and SANJUAN, J.
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- 2012
6. Mood changes after delivery: role of the serotonin transporter gene
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Sanjuan, J., Martin-Santos, R., Garcia-Esteve, L., Carot, J. M., Guillamat, R., Gutierrez-Zotes, A., Gornemann, I., Canellas, F., Baca-Garcia, E., Jover, M., Navines, R., Valles, V., Vilella, E., de Diego, Y., Castro, J. A., Ivorra, J. L., Gelabert, E., Guitart, M., Labad, A., Mayoral, F., Roca, M., Gratacos, M., Costas, J., van Os, J., and de Frutos, R.
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- 2008
7. The role of personality dimensions, depressive symptoms and other psychosocial variables in predicting postpartum suicidal ideation: a cohort study
- Author
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Gelabert, E., primary, Gutierrez-Zotes, A., additional, Navines, R., additional, Labad, J., additional, Puyané, M., additional, Donadon, M. F., additional, Guillamat, R., additional, Mayoral, F., additional, Jover, M., additional, Canellas, F., additional, Gratacós, M., additional, Guitart, M., additional, Gornemann, I., additional, Roca, M., additional, Costas, J., additional, Ivorra, J. L., additional, Subirà, S., additional, de Diego, Y., additional, Osorio, F. L., additional, Garcia-Esteve, L., additional, Sanjuan, J., additional, Vilella, E., additional, and Martin-Santos, R., additional
- Published
- 2019
- Full Text
- View/download PDF
8. Uso consistente del condón entre los usuarios de droga por vía intravenosa y sus parejas estables
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Romero, M., Zunzunegui, M.V., Perea, E., Gornemann, I., and Fernández, A.
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- 1999
- Full Text
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9. Coping strategies for postpartum depression: a multi-centric study of 1626 women
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Gutiérrez-Zotes A, Labad J, Martín-Santos R, García-Esteve L, Gelabert E, Jover M, Guillamat R, Mayoral F, Gornemann I, Canellas F, Gratacós M, Guitart M, Roca M, Javier Costas, Jl, Ivorra, Navinés R, de Diego-Otero Y, Vilella E, and Sanjuan J
- Published
- 2016
10. Incremento en la utilización de servicios hospitalarios por las personas mayores de 55 años: envejecimiento poblacional y respuesta del sistema de servicios de salud
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Gornemann, I. and Zunzunegui, M. V.
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Altas hospitalarias ,Hospital services utilization ,Population ageing ,Hospital discharges ,Envejecimiento poblacional ,Tendencias ,Trends ,Utilización de servicios hospitalarios - Abstract
Objetivo: Examinar los cambios en la tasa de hospitalización entre 1985 y 1994 en España y en Andalucía, y estimar la proporción atribuible al envejecimiento poblacional. Métodos: Se calcula el incremento de las tasas de hospitalización entre 1985 y 1994. Se estiman las altas esperadas en 1994 multiplicando las tasas de hospitalización de 1985 por la población en 1994 para cada grupo de edad. Resultados: Entre 1985 y 1994 se produjo un incremento en la tasa de hospitalización en los mayores de 55 años. El incremento oscila entre el 20,01% (de 55 a 64 años) y el 52% (> 75 años); y el porcentaje atribuible al envejecimiento poblacional es pequeño (2,8-14,8%). Conclusión: El aumento en la tasa de hospitalización en mayores de 55 años se explica parcialmente por el envejecimiento poblacional, atribuible a la demanda y a la oferta de servicios. Objectives: To examine changes in hospital service utilization between 1985 and 1994 in Spain and Andalucía and to estimate the proportion of change due to population ageing. Methods: The increase in hospitalization rates between 1985 and 1994 was calculated. Expected hospital discharges in 1994, were calculated by multiplying hospital discharge rates in 1985 by the population in 1994 for each age group. Results: Between 1985 and 1994 hospitalization rates increased among persons aged 55 years old order. The increase ranged from 20.01% (55-64 years old) to 52% (more than 75 years old). The percentage of this increase due to population ageing was slight (range: 2.8 to 14.8%). Conclusions: The increase in hospitalization rates among persons aged 55 years old or older is only partially explained by population ageing, which can be attributed to supply and demand of services.
- Published
- 2002
11. Research Letter: is neuroticism a risk factor for postpartum depression?
- Author
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Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa, Universitat Politècnica de Catalunya. GREMA - Grup de Recerca en Estadística Matemàtica i les seves Aplicacions, Mayoral, F, Martín-Santos, Rocío, Gelabert, Estel, Subirà, S., Gutierrez-Zotes, A, Langohr, Klaus, Jover, M., Torrens, Marta, Guillamat, R, Vilella, E., de Frutos, R., Roca, M., Guitart, M., Navinés, Ricard, Gornemann, I., Costas, J., Gratacos, Mònica, Iborra, J.L., Canellas, F, Valdés, M., García Esteve, L., Sanjuan, S., Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa, Universitat Politècnica de Catalunya. GREMA - Grup de Recerca en Estadística Matemàtica i les seves Aplicacions, Mayoral, F, Martín-Santos, Rocío, Gelabert, Estel, Subirà, S., Gutierrez-Zotes, A, Langohr, Klaus, Jover, M., Torrens, Marta, Guillamat, R, Vilella, E., de Frutos, R., Roca, M., Guitart, M., Navinés, Ricard, Gornemann, I., Costas, J., Gratacos, Mònica, Iborra, J.L., Canellas, F, Valdés, M., García Esteve, L., and Sanjuan, S.
- Abstract
Although the relationship between personality and depressive illness is complex (Shea, 2005), there is empirical evidence that some personality features such as neuroticism, harm avoidance, introversion, dependency, self-criticism or perfectionism are related to depressive illness risk (Gunderson et al. 1999). Moreover, personality traits, especially neuroticism, may explain the increased prevalence of depression among females (Goodwin & Gotlib, 2004). Few studies have explored neuroticism, extraversion and psychoticism as risk factors for depression after an event as stressful as childbirth. Pitt (1968) was the first author to report high scores on neuroticism and low scores on extraversion among postpartum depressed women. Similar results were found in a comparison of mothers with and without postpartum depressive symptoms (Dudley et al. 2001; Podolska et al. 2010). A case-control study comparing women with recurrent major depression with and without a history of postpartum depression found no personality trait differences between them; however, those with a history of postpartum depression showed higher neuroticism and psychoticism and lower extraversion than controls. These results suggested that these traits did not confer a specific risk for the postnatal onset episodes (Jones et al. 2010). Prospective studies have also studied the link between personality and postpartum depression; however, these data are not conclusive due to methodological limitations, such as sample size (Kumar & Robson, 1984; Watson et al. 1984; Areias et al. 1991; Boyce et al. 1991; Matthey et al. 2000), selection bias (Kumar & Robson, 1984; Areias et al. 1991; Boyce et al. 1991; Matthey et al. 2000), or depression assessment (self-report measures versus clinical diagnosis: Boyce et al. 1991; Matthey et al. 2000; Dudley et al. 2001; Saisto et al. 2001; Van Bussel et al. 2009) or because the authors did not take into account confounding factors such as stressful life events or social supp, Peer Reviewed, Postprint (published version)
- Published
- 2012
12. Cannabinoid CB1 receptor antagonism markedly increases dopamine receptor-mediated stereotypies
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Ferrer, B., Gorriti, M. A., Palomino, A., Gornemann, I., Diego, Y. de, Bermúdez-Silva, Francisco Javier, Bilbao, Ainhoa, Fernández-Espejo, E., Moratalla, Rosario, Navarro, Miguel, Rodríguez de Fonseca, Fernando, Ferrer, B., Gorriti, M. A., Palomino, A., Gornemann, I., Diego, Y. de, Bermúdez-Silva, Francisco Javier, Bilbao, Ainhoa, Fernández-Espejo, E., Moratalla, Rosario, Navarro, Miguel, and Rodríguez de Fonseca, Fernando
- Abstract
The contribution of the endocannabinoid system to dopamine-mediated disorganized behavior in schizophrenia is discussed. We used a model of concurrent stimulation of dopamine D1 and D2 receptors to evaluate the role of this system in dopamine-mediated stereotypies measured in a hole-board test. Pretreatment with the cannabinoid CB1 receptor antagonist N-(piperidin-1-yl)-5-(4-chlorophenyl)-1-(2,4-dichloro-phenyl)-4-methyl-1H-pyrazole-3-carboxamide (SR141716A; 1 mg/kg) potentiated stereotyped behavior induced by coadministration of the dopamine D1 receptor agonist SKF 38393 (0.05, 0.1 and 1 mg/kg) and the dopamine D2 receptor agonist quinpirole (0.25 mg/kg). Thus, the endocannabinoid system acts as a brake for abnormal behavior associated with dopaminergic overactivation. © 2007 Elsevier B.V. All rights reserved.
- Published
- 2007
13. Research Letter: Is neuroticism a risk factor for postpartum depression?
- Author
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MARTÍN-SANTOS, R., primary, GELABERT, E., additional, SUBIRÀ, S., additional, GUTIERREZ-ZOTES, A., additional, LANGORH, K., additional, JOVER, M., additional, TORRENS, M., additional, GUILLAMAT, R., additional, MAYORAL, F., additional, CANELLAS, F., additional, IBORRA, J. L., additional, GRATACOS, M., additional, COSTAS, J., additional, GORNEMANN, I., additional, NAVINÉS, R., additional, GUITART, M., additional, ROCA, M., additional, DE FRUTOS, R., additional, VILELLA, E., additional, VALDÉS, M., additional, ESTEVE, L. GARCÍA, additional, and SANJUAN, J., additional
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- 2012
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- View/download PDF
14. Prediction of Postpartum Depression Using Multilayer Perceptrons and Pruning
- Author
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García-Gómez, J. M., primary, Vicente, J., primary, Sanjuán, J., primary, de Frutos, R., primary, Martín-Santos, R., primary, García-Esteve, L., primary, Gornemann, I., primary, Gutiérrez-Zotes, A., primary, Canellas, F., primary, Carracedo, Á., primary, Gratacos, M., primary, Guillamat, R., primary, Baca-García, E., primary, Robles, M., primary, and Tortajada, S., additional
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- 2009
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15. AIDS related knowledge and attitudes among health sciences students and students from non-health related sciences
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Soler, P., primary, Carretero, M.D., additional, Martin, C., additional, Soler, M., additional, Gazquez, J.A., additional, Perez, E., additional, and Gornemann, I., additional
- Published
- 1996
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16. Prediction of Postpartum Depression Using Multilayer Perceptrons and Pruning.
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Tortajada, S., Garcia-Gómez, J. M., Vicente, J., Sanjuán, J., de Frutos, R., Martin-Santos, R., Garcia-Esteve, L., Gornemann, I., Gutiérrez-Zotes, A., Canellas, F., Carracedo, A., Gratacos, M., Guillamat, R., Baca-Garcia, E., and Robles, M.
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PERCEPTRONS ,PREDICTION models ,POSTPARTUM depression diagnosis ,DIAGNOSIS of diseases in women ,CHILDBIRTH ,DECISION support systems ,COHORT analysis - Abstract
The article presents a cohort study on multilayer perceptrons which aims to establish a classification model that would enhance the postpartum depression (PPD) prediction seven months after childbirth, and create an instrument that support the decision making process for medical personnel. The research examined the data from 1,397 women who have just given birth in various clinics and hospitals in Spain. Results revealed good performance of multilayer perceptron models in predicting postpartum depression that lead to the conclusion that the specified models can be medically assessed in future work.
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- 2009
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17. Screening for impaired cognitive function among the elderly in Spain: reducing the number of items in the Short Portable Mental Status Questionnaire
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Gornemann, I., Zunzunegui, M.V., Martnez, C., and Ons, M. del Carmen
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- 1999
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18. [Psychopathological comorbidity in cocaine users in outpatient treatment]
- Author
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Araos P, Vergara-Moragues E, María Pedraz, Fj, Pavón, Campos Cloute R, Calado M, Jj, Ruiz, García-Marchena N, Gornemann I, Torrens M, and Rodríguez de Fonseca F
19. Research Letter: is neuroticism a risk factor for postpartum depression?
- Author
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Ricard Navinés, Rocío Martín-Santos, Mònica Gratacòs, M. Jover, Miquel Roca, Elisabet Vilella, Susana Subirà, Javier Costas, K. Langorh, Estel Gelabert, Isolde Gornemann, Roser Guillamat, Fermín Mayoral, Manuel Valdés, Miriam Guitart, Marta Torrens, Julio Sanjuán, R. de Frutos, L.L. Garcia Esteve, J. L. Iborra, Francesca Canellas, Alfonso Gutiérrez-Zotes, Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa, Universitat Politècnica de Catalunya. GREMA - Grup de Recerca en Estadística Matemàtica i les seves Aplicacions, [Martín-Santos,R, Navinés,R, Valdés,M, García Esteve,L] Psychiatry Department, Neuroscience Institute, Hospital Clinic, IDIBAPS, CIBERSAM and Department of Psychiatry and Clinical Psychobiology, University of Barcelona, Barcelona, Spain. [Martín-Santos, R, Gelabert,E, Langorh,K, Torrens,M, Navinés,R] Neuroscience Programe, IMIM-Parc de Salut Mar, Autonomous University of Barcelona, RTA, Barcelona, Spain. [Gelabert,E, Subirá,S] Department of Clinical and Health Psychology, Autonomous University of Barcelona, Bellaterra, Spain. [Gutierrez-Zotes,A, Vilella,E] Hospital Psiquiátrico, Instituto Pere Mata, University of Rovira i Virgili, Reus, Spain. [Jover,M, Iborra, JL, Frutos, R de, Sanjuan,J] Hospital Clínico, University of Valencia, CIBERSAM, Valencia, Spain. [Guillamat,R] Hospital de Terrasa, Terrasa, Barcelona, Spain. [Mayoral,F, Gornemann,I] Hospital Carlos Haya, Málaga, Spain. [Canellas,F] Hospital de Son Dureta, Palma de Mallorca, Spain. [Gratacos,M] Centre de Regulació Genómica, Barcelona, Spain. [Costas, J] Hospital Clínico Universitario, Santiago de Compostela, Spain. [Guitart, M] Corporación Sanitaria Parc Taulí, Sabadell, Autonomous University of Barcelona, Spain. [Roca,M] Institut Universitari d’Investigació en Ciències de la Salut, RediAPP, Palma de Mallorca, Spain., This work was supported by the Instituto Carlos III (Spanish Ministry of Health, and grant numbers P1041635, PI041783, PI041779, PI0411761, PI041791, PI041766 and PI041782), as well as the Spanish Psychiatric Genetics and Genotyping network G03/184, RTA (RD06/001/1009), and Generalitat de Catalunya, SGR2009/1435).
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Postpartum depression ,Neurotic Disorders ,Depresión postparto ,Evaluación de la personalidad ,Named Groups::Persons::Age Groups::Adult::Middle Aged [Medical Subject Headings] ,medicine.disease_cause ,Personality Assessment ,Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Statistics as Topic::Probability::Risk::Risk Factors [Medical Subject Headings] ,Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans [Medical Subject Headings] ,Pregnancy ,Risk Factors ,62P Applications ,Big Five personality traits ,Psychiatry and Psychology::Mental Disorders::Neurotic Disorders [Medical Subject Headings] ,Applied Psychology ,Phenomena and Processes::Reproductive and Urinary Physiological Phenomena::Reproductive Physiological Phenomena::Reproductive Physiological Processes::Reproduction::Pregnancy [Medical Subject Headings] ,education.field_of_study ,Perfectionism (psychology) ,Middle Aged ,Neuroticism ,Psychiatry and Mental health ,Mathematical statistics ,Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Statistics as Topic::Models, Statistical::Logistic Models [Medical Subject Headings] ,Named Groups::Persons::Age Groups::Adolescent [Medical Subject Headings] ,Harm avoidance ,Female ,Estudios de seguimiento ,Psychology ,Psychiatry and Psychology::Behavioral Disciplines and Activities::Personality Assessment [Medical Subject Headings] ,Factores de riesgo ,Adult ,medicine.medical_specialty ,Adolescent ,Named Groups::Persons::Age Groups::Adult::Young Adult [Medical Subject Headings] ,Population ,Estadística ,Depression, Postpartum ,Young Adult ,Psychoticism ,Correspondence ,Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Cohort Studies::Longitudinal Studies::Follow-Up Studies [Medical Subject Headings] ,medicine ,Named Groups::Persons::Age Groups::Adult [Medical Subject Headings] ,Humans ,Psychiatry and Psychology::Behavioral Disciplines and Activities::Psychiatric Status Rating Scales [Medical Subject Headings] ,Escalas de valoración psiquiátrica ,Psychiatry ,education ,Psychiatric Status Rating Scales ,Extraversion and introversion ,Matemàtiques i estadística::Estadística aplicada::Estadística biosanitària [Àrees temàtiques de la UPC] ,Psychiatry and Psychology::Mental Disorders::Mood Disorders::Depressive Disorder::Depression, Postpartum [Medical Subject Headings] ,medicine.disease ,Logistic Models ,Check Tags::Female [Medical Subject Headings] ,Trastornos neuróticos ,Follow-Up Studies - Abstract
Although the relationship between personality and depressive illness is complex (Shea, 2005), there is empirical evidence that some personality features such as neuroticism, harm avoidance, introversion, dependency, self-criticism or perfectionism are related to depressive illness risk (Gunderson et al. 1999). Moreover, personality traits, especially neuroticism, may explain the increased prevalence of depression among females (Goodwin & Gotlib, 2004). Few studies have explored neuroticism, extraversion and psychoticism as risk factors for depression after an event as stressful as childbirth. Pitt (1968) was the first author to report high scores on neuroticism and low scores on extraversion among postpartum depressed women. Similar results were found in a comparison of mothers with and without postpartum depressive symptoms (Dudley et al. 2001; Podolska et al. 2010). A case-control study comparing women with recurrent major depression with and without a history of postpartum depression found no personality trait differences between them; however, those with a history of postpartum depression showed higher neuroticism and psychoticism and lower extraversion than controls. These results suggested that these traits did not confer a specific risk for the postnatal onset episodes (Jones et al. 2010). Prospective studies have also studied the link between personality and postpartum depression; however, these data are not conclusive due to methodological limitations, such as sample size (Kumar & Robson, 1984; Watson et al. 1984; Areias et al. 1991; Boyce et al. 1991; Matthey et al. 2000), selection bias (Kumar & Robson, 1984; Areias et al. 1991; Boyce et al. 1991; Matthey et al. 2000), or depression assessment (self-report measures versus clinical diagnosis: Boyce et al. 1991; Matthey et al. 2000; Dudley et al. 2001; Saisto et al. 2001; Van Bussel et al. 2009) or because the authors did not take into account confounding factors such as stressful life events or social support (Watson et al. 1984; Kumar & Robson, 1984; Boyce et al. 1991; Matthey et al. 2000; Saisto et al. 2001; Verkerk et al. 2005; Van Bussel et al. 2009). (See Supplementary material, Table S1.)The aim of this paper was to extend the previous knowledge of the role of neuroticism, extroversion and psychoticism as risk factors for postpartum depression (depression symptomatology and clinical diagnosis) considering psychosocial variables in a large cohort of women from the general population.
- Published
- 2012
20. Prediction of postpartum depression using multilayer perceptrons and pruning
- Author
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Isolde Gornemann, Enrique Baca-García, Montserrat Robles, Francesca Canellas, Alfonso Gutiérrez-Zotes, R. de Frutos, Juan M. García-Gómez, Javier Vicente, Julio Sanjuán, Mònica Gratacòs, Salvador Tortajada, Angel Carracedo, L. Garcia-Esteve, Rocío Martín-Santos, Roser Guillamat, [Tortajada,S, García-Gomez,JM, Vicente,J, Robles,M] IBIME,Instituto de Aplicaciones de las Tecnologías de la Información y de las Comunicaciones Avanzadas(ITACA), Universidad Politécnica de Valencia, Valencia, Spain. [Sanjuán,J, de Frutos,R] Faculty of Medicine, Universidad de Valencia, Valencia CIBERSAM, Spain. [Martín-Santos,R, García-Esteve,L] IMIM-Hospital del Mar and ICN-Hospital Clínic, Barcelona CIBERSAM, Spain. [Gornemann,I] Hospital Carlos Haya, Málaga, Spain. [Gutiérrez-Zotes,A] Hospital Pere Mata, Reus, Spain. [Canellas,F] Hospital Son Dureta, Palma de Mallorca, Spain.[Carracedo,A] National Genotyping Center, Hospital Clínico, Santiago de Compostela, Spain. [Gratacos,M] Center for Genomic Regulation, CRG, Barcelona, Spain. [Guillamat,R] Hospital Parc Tauli, Sabadell, Spain. [Baca-García,E] Hospital Jiménez Díaz, Madrid CIBERSAM, Spain., and Spanish Ministerio de Sanidad (PIC41635). Instituto de Salud Carlos III (RD07/0067/2001). Ministerio de Educacion y Ciencia. European Social Fund (PTQ-05-02-03386) y (PTQ-08-01-06802).
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Postpartum depression ,Decision support system ,Depresión postparto ,España ,computer.software_genre ,Disciplines and Occupations::Social Sciences::Forecasting [Medical Subject Headings] ,Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans [Medical Subject Headings] ,Cohort Studies ,Health Information Management ,Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Models, Theoretical::Models, Statistical::Logistic Models [Medical Subject Headings] ,Estudios prospectivos ,CIENCIAS DE LA COMPUTACION E INTELIGENCIA ARTIFICIAL ,Childbirth ,Predicción ,Prospective Studies ,Geographicals::Geographic Locations::Europe::Spain [Medical Subject Headings] ,Artificial neural network ,Algoritmos ,Adulto ,Femenino ,Modelos logísticos ,Humanos ,Pruning ,Multilayer perceptron ,Female ,Algorithms ,Cohort study ,Adult ,Phenomena and Processes::Mathematical Concepts::Algorithms [Medical Subject Headings] ,Anatomy::Nervous System::Nerve Net [Medical Subject Headings] ,Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Cohort Studies::Longitudinal Studies::Prospective Studies [Medical Subject Headings] ,Estudios de cohortes ,Red nerviosa ,Health Informatics ,Machine learning ,Depression, Postpartum ,medicine ,Named Groups::Persons::Age Groups::Adult [Medical Subject Headings] ,Humans ,Pruning (decision trees) ,Advanced and Specialized Nursing ,business.industry ,Psychiatry and Psychology::Mental Disorders::Mood Disorders::Depressive Disorder::Depression, Postpartum [Medical Subject Headings] ,medicine.disease ,Perceptron ,Neural network ,Logistic Models ,Check Tags::Female [Medical Subject Headings] ,Spain ,Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Cohort Studies [Medical Subject Headings] ,FISICA APLICADA ,Artificial intelligence ,Nerve Net ,business ,computer ,Forecasting - Abstract
[EN] Objective: The main goal of this paper is to obtain a classification model based on feed-forward multilayer perceptrons in order to improve postpartum depression prediction during the 32 weeks after childbirth with a high sensitivity and specificity and to develop a tool to be integrated in a decision support system for clinicians. Materials and Methods: Multilayer perceptrons were trained on data from 1397 women who had just given birth, from seven Spanish general hospitals, including clinical, environmental and genetic variables. A prospective cohort study was made just after delivery, at 8 weeks and at 32 weeks after delivery. The models were evaluated with the geometric mean of accuracies using a hold-out strategy. Results: Multilayer perceptrons showed good performance (high sensitivity and specificity) as predictive models for postpartum depression. Conclusions: The use of these models in a decision support system can be clinically evaluated in future work. The analysis of the models by pruning leads to a qualitative interpretation of the influence of each variable in the interest of clinical protocols., This work was partially funded by the Spanish Ministerio de Sanidad (PIC41635, Vulnerabilidad genetico-ambiental a la depresion posparto, 2006-2008) and the Instituto de Salud Carlos III (RETICS Combiomed, RD07/0067/2001). The authors acknowledge to Programa Torres Quevedo from Ministerio de Educacion y Ciencia, co-founded by the European Social Fund (PTQ05-02-03386 and PTQ-08-01-06802)
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- 2008
21. Factor Structure of the Spanish Version of the Edinburgh Postnatal Depression Scale.
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Gutierrez-Zotes A, Gallardo-Pujol D, Labad J, Martín-Santos R, García-Esteve L, Gelabert E, Jover M, Guillamat R, Mayoral F, Gornemann I, Canellas F, Gratacós M, Guitart M, Roca M, Costas J, Ivorra JL, Navinés R, de Diego Y, Vilella E, and Sanjuan J
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- Adult, Diagnostic Self Evaluation, Factor Analysis, Statistical, Female, Humans, Translations, Depression, Postpartum diagnosis, Psychiatric Status Rating Scales
- Abstract
Introduction: The Edinburgh Postnatal Depression Scale (EPDS) is considered the gold standard in screening for postpartum depression. Although the Spanish version has been widely used, its factorial structure has not yet been studied ., Methods: A total of 1,204 women completed the EPDS 32 weeks after delivery. To avoid multiple testing, we split the sample into two halves, randomly drawing two subsamples of 602 participants each. We conducted exploratory factor analysis (EFA), followed by an oblimin rotation with the first sub-sample. Confirmatory factor analysis (CFA) was conducted using a Weighted Least Squares Means and Variance (WLSMV) estimation of the data. We explored different solutions between two and four factors. We compared the factors between two groups with depression and non-depression (evaluated with the Diagnostic Interview for Genetic Studies (DIGS) for the DSM-IV)., Results: The EFA indicated a three-factor model consisting of anxiety, depression and anhedonia. The results of the CFA confirmed the three-factor model (χ2=99.203, p<0.001; RMSEA=0.06, 90% CI=0.04/0.07, CFI=0.87 and TLI=0.82). Women with depression in the first 32 weeks obtained higher scores for anxiety, depression and anhedonia dimensions (p<0.001)., Conclusions: This is the first study of confirmatory analysis with the Spanish version of EPDS in a large sample of women without psychiatric care during pregnancy. A three-factor model consisting of anxiety, depression and anhedonia was used. Women with depression had a higher score in the three dimensions of the EPDS.
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- 2018
22. [Psychopathological comorbidity in cocaine users in outpatient treatment].
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Araos P, Vergara-Moragues E, Pedraz M, Pavón FJ, Campos Cloute R, Calado M, Ruiz JJ, García-Marchena N, Gornemann I, Torrens M, and Rodríguez de Fonseca F
- Subjects
- Adult, Ambulatory Care, Cocaine-Related Disorders therapy, Comorbidity, Female, Humans, Male, Prevalence, Retrospective Studies, Cocaine-Related Disorders epidemiology, Mental Disorders epidemiology
- Abstract
Cocaine addiction is a growing health problem and among its complications highlights the high prevalence of mental disorders co-occurring with abuse and dependence. This psychopathological comorbidity varies according to the time of consumption and the age of the patient. Early detection of psychopathological disorders associated with drug consumption is necessary to optimize health care and to improve the prognosis. The main aim of the present study was to estimate the prevalence and characteristics of psychopathological comorbidity in a population of subjects seeking outpatient treatment for cocaine use. We recruited 110 subjects using cocaine by nasal insufflations evaluated with the PRISM (Psychiatric Research Interview for Substance and Mental Disorders), a semi-structured diagnostic interview that differentiates primary mental disorders from those induced by the drug. This population presented 86.4% male and had a mean age of 36.5. They displayed a pathological use of cocaine of 7 years and the presence of psychopathology was associated with a higher number of DSM-IV-TR (Diagnostic and Statistical Manual of Mental Disorders- IV-TR) criteria for substance dependence. The lifetime prevalence of some psychopathological comorbidity was 61.8%, highlighting mood disorders (34.5%), followed by anxiety disorders (22.7%) and psychotic disorders (15.5%). About 20% showed antisocial personality disorder and 21% borderline personality disorder. From among mood and psychotic disorders, the induced disorders were more frequent, while the primary disorders were more prevalent in anxiety.
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- 2014
23. Evaluation of plasma-free endocannabinoids and their congeners in abstinent cocaine addicts seeking outpatient treatment: impact of psychiatric co-morbidity.
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Pavón FJ, Araos P, Pastor A, Calado M, Pedraz M, Campos-Cloute R, Ruiz JJ, Serrano A, Blanco E, Rivera P, Suárez J, Romero-Cuevas M, Pujadas M, Vergara-Moragues E, Gornemann I, Torrens M, de la Torre R, and Rodríguez de Fonseca F
- Subjects
- Adult, Ambulatory Care, Analysis of Variance, Area Under Curve, Biomarkers blood, Case-Control Studies, Chromatography, Liquid methods, Cocaine-Related Disorders epidemiology, Cocaine-Related Disorders rehabilitation, Comorbidity, Diagnosis, Dual (Psychiatry), Endocannabinoids chemistry, Ethanolamines chemistry, Fatty Acids, Monounsaturated blood, Female, Glycerides chemistry, Humans, Interview, Psychological, Logistic Models, Male, Mental Disorders epidemiology, Patient Acceptance of Health Care, ROC Curve, Severity of Illness Index, Tandem Mass Spectrometry methods, Cocaine-Related Disorders blood, Endocannabinoids blood, Ethanolamines blood, Glycerides blood, Mental Disorders blood
- Abstract
Cocaine is associated with serious health problems including psychiatric co-morbidity. There is a need for the identification of biomarkers for the stratification of cocaine-addicted subjects. Several studies have evaluated circulating endocannabinoid-related lipids as biomarkers of inflammatory, metabolic and mental disorders. However, little is known in substance use disorders. This study characterizes both free N-acyl-ethanolamines (NAEs) and 2-acyl-glycerols in abstinent cocaine addicts from outpatient treatment programs who were diagnosed with cocaine use disorder (CUD; n = 88), and age-/gender-/body mass-matched healthy control volunteers (n = 46). Substance and mental disorders that commonly occur with substance abuse were assessed by the semi-structured interview 'Psychiatric Research Interview for Substance and Mental Diseases' according to the 'Diagnostic and Statistical Manual of Mental Disorders, 4th Edition, Text Revision' (DSM-IV-TR) and plasma-free acyl derivatives were quantified by a liquid chromatography-tandem mass spectrometry system. The results indicate that plasma acyl derivatives are altered in abstinent cocaine-addicted subjects with CUD (CUD subjects). While NAEs were found to be increased, 2-acyl-glycerols were decreased in CUD subjects compared with controls. Multivariate predictive models based on these lipids as explanatory variables were developed to distinguish CUD subjects from controls providing high discriminatory power. However, these alterations were not influenced by the DSM-IV-TR criteria for cocaine abuse and dependence as cocaine trait severity measure. In contrast, we observed that some free acyl derivatives in CUD subjects were found to be affected by the diagnosis of some co-morbid psychiatric disorders. Thus, we found that the monounsaturated NAEs were significantly elevated in CUD subjects diagnosed with mood [N-oleoyl-ethanolamine and N-palmitoleoyl-ethanolamine (POEA)] and anxiety (POEA) disorders compared with non-co-morbid CUD subjects. Interestingly, the coexistence of alcohol use disorders did not influence the circulating levels of these free acyl derivatives. In summary, we have identified plasma-free acyl derivatives that might serve as reliable biomarkers for CUD. Furthermore, we found that monounsaturated NAE levels are also enhanced by co-morbid mood and anxiety disorders in cocaine addicts. These findings open the way for the development of new strategies for cocaine addiction diagnosis and treatment., (© 2013 Society for the Study of Addiction.)
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- 2013
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24. The Malaga schizophrenia case-register (RESMA): overview of methodology and patient cohort.
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Moreno-Küstner B, Mayoral F, Pérez O, García-Herrera JM, Algarra J, Rivas F, Pérez R, Becerra F, and Gornemann I
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- Adult, Catchment Area, Health, Community Mental Health Services statistics & numerical data, Demography, Female, Humans, Male, Prevalence, Schizophrenia epidemiology, Schizophrenia therapy, Schizophrenic Psychology, Spain epidemiology, Registries, Schizophrenia diagnosis
- Abstract
Background: Little information has become available after psychiatric reforms regarding outcomes of persons with schizophrenia and related disorders cared for in community-based mental health facilities., Aims: The aim of this study was to determine the consequences of psychiatric services in the users of mental health services in Malaga., Method: We describe the cohort and methods involved in the Schizophrenia Case Register (RESMA) in Malaga, Spain. All cases (n = 1,022) were users of public mental health services provided in the catchment area over one year. The majority were male (65%), single (68%), living with their original family (50%), with primary education (41%) and living on disability benefits (52%)., Results: Concerning use of services, the majority had out-patient contacts (89%)., Result: s show a substantial overlap in the use of different services during the study period., Conclusion: The Malaga Schizophrenia Case Register provides sociodemographic, clinical and service use information for a large sample of patients with schizophrenia or related disorders. Results obtained from the cohort studied will be instrumental for the follow-up and evaluation of the mental health care reform.
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- 2009
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25. Cannabinoid CB1 receptor antagonism markedly increases dopamine receptor-mediated stereotypies.
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Ferrer B, Gorriti MA, Palomino A, Gornemann I, de Diego Y, Bermudez-Silva FJ, Bilbao A, Fernandez-Espejo E, Moratalla R, Navarro M, and Rodríguez de Fonseca F
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- 2,3,4,5-Tetrahydro-7,8-dihydroxy-1-phenyl-1H-3-benzazepine pharmacology, Animals, Dose-Response Relationship, Drug, Male, Quinpirole pharmacology, Rats, Rats, Wistar, Receptor, Cannabinoid, CB1 metabolism, Receptors, Dopamine metabolism, Receptors, Dopamine D1 agonists, Receptors, Dopamine D2 agonists, Rimonabant, Schizophrenia metabolism, Schizophrenic Psychology, Behavior, Animal drug effects, Dopamine Agonists pharmacology, Piperidines pharmacology, Pyrazoles pharmacology, Receptor, Cannabinoid, CB1 antagonists & inhibitors, Receptors, Dopamine drug effects, Stereotyped Behavior drug effects
- Abstract
The contribution of the endocannabinoid system to dopamine-mediated disorganized behavior in schizophrenia is discussed. We used a model of concurrent stimulation of dopamine D1 and D2 receptors to evaluate the role of this system in dopamine-mediated stereotypies measured in a hole-board test. Pretreatment with the cannabinoid CB1 receptor antagonist N-(piperidin-1-yl)-5-(4-chlorophenyl)-1-(2,4-dichloro-phenyl)-4-methyl-1H-pyrazole-3-carboxamide (SR141716A; 1 mg/kg) potentiated stereotyped behavior induced by coadministration of the dopamine D1 receptor agonist SKF 38393 (0.05, 0.1 and 1 mg/kg) and the dopamine D2 receptor agonist quinpirole (0.25 mg/kg). Thus, the endocannabinoid system acts as a brake for abnormal behavior associated with dopaminergic overactivation.
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- 2007
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26. [Increase in hospital services utilization by persons aged 55 years or older: population ageing and response of the health system].
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Gornemann I and Zunzunegui MV
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- Adolescent, Adult, Age Factors, Aged, Child, Child, Preschool, Female, Humans, Infant, Male, Middle Aged, Patient Discharge statistics & numerical data, Population Dynamics, Spain, Young Adult, Hospitalization statistics & numerical data, Hospitals statistics & numerical data
- Abstract
Objectives: To examine changes in hospital service utilization between 1985 and 1994 in Spain and Andalucía and to estimate the proportion of change due to population ageing., Methods: The increase in hospitalization rates between 1985 and 1994 was calculated. Expected hospital discharges in 1994, were calculated by multiplying hospital discharge rates in 1985 by the population in 1994 for each age group., Results: Between 1985 and 1994 hospitalization rates increased among persons aged 55 years old order. The increase ranged from 20.01% (55-64 years old) to 52% (more than 75 years old). The percentage of this increase due to population ageing was slight (range: 2.8 to 14.8%)., Conclusions: The increase in hospitalization rates among persons aged 55 years old or older is only partially explained by population ageing, which can be attributed to supply and demand of services.
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- 2002
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27. Importance of estrogen receptors for the behavior of invasive micropapillary carcinoma of the breast. Review of 68 cases with follow-up of 54.
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Luna-Moré S, Casquero S, Pérez-Mellado A, Rius F, Weill B, and Gornemann I
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- Breast Neoplasms metabolism, Breast Neoplasms mortality, Carcinoma, Papillary metabolism, Carcinoma, Papillary mortality, Female, Follow-Up Studies, Humans, Immunohistochemistry, Lymph Nodes metabolism, Lymph Nodes pathology, Lymphatic Metastasis, Middle Aged, Mucin-1 metabolism, Proto-Oncogene Proteins c-bcl-2 metabolism, Receptor, ErbB-2 metabolism, Receptors, Progesterone metabolism, Survival Rate, Breast Neoplasms pathology, Carcinoma, Papillary pathology, Receptors, Estrogen metabolism
- Abstract
The aggressiveness of invasive micropapillary carcinomas of the breast (MPCa) is still controversially discussed. Therefore, we investigated a total of 68 cases and studied the evolution of 54. MPCa were frequently well-differentiated cancers with the following positivities for immunohistochemistry: 74.5% estrogen receptor (ER+), 46.3% progesterone receptor (PR+), 66% Bcl2+, and 36.4% C-erbB-2+. However, in 90.5% of the cases lymph nodes were involved at diagnosis, and 70.6% of T1 tumors showed wide metastatic spread. After a mean follow-up of 52.6 months, 55.6% of the patients were disease free (DF), 7.4% had disseminated disease and 37% had died. Univariate analysis showed significant differences. Thus, the DF group of patients included 90% of those having tumors with an associated colloid pattern, 73.3% of the ER positive tumors, none of the C-erbB-2 positive tumors, and 100% of the tumors with no axillary metastasis, 77.8% of those with metastasis to up to 3 nodes, and 47.2% of those metastasizing to 4 or more nodes. However, using Cox's regression model for survival analysis, ER was the only factor associated with duration of survival (p = 0.0175). In conclusion, although long-term survival in MPCa is determined by involvement of lymph nodes, as is the case in any other breast cancer type, their short-term evolution is influenced by other factors, mostly by estrogen receptors.
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- 2000
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28. [The consistent use of condoms among intravenous drug users and their regular partners].
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Romero M, Zunzunegui MV, Perea E, Gornemann I, and Fernández A
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- Adult, Cross-Sectional Studies, Female, Humans, Logistic Models, Male, Risk-Taking, Socioeconomic Factors, Spain, Surveys and Questionnaires, Urban Population statistics & numerical data, Condoms statistics & numerical data, Sexual Partners, Substance Abuse, Intravenous
- Abstract
Objective: To describe consistent condom use between drug injectors and their regular sexual partners and to identify factors associated to its use which may be amenable to intervention., Methods: Information was collected by personal interviews of drug injectors in 13 sampling points of the city of Granada, Spain. A bivariate analysis of factors identified in the literature was carried out and a multivariate logistic regression was fitted to the data to test the hypothesized associations., Results: The proportion of drug injectors who report consistent condom use with their regular partners was 26. 4%. Talking about condoms with other injectors and with their regular sexual partners, professional sources of information and counselling when receiving results of HIV testing are independently associated with the use of condoms. In terms of social indicators, those with the highest and lowest levels of social integration use condoms less than those who belong to the middle social group. Sociodemographic characteristics and history of drug injection are not associated with consistent condom use with the regular partner., Conclusion: The use of condoms between drug injectors and their regular sexual partners is associated with communication with other drug injectors, the sexual partner and hearth professionals, on this topic. Promoting consistent condom use with regular partners among intravenous drug users is best accomplished through peer groups and during HIV counseling.
- Published
- 1999
- Full Text
- View/download PDF
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