Multidimensional machine learning models predicting outcomes after trauma

Autor: Dimitrios Moris, Ricardo Henao, Hannah Hensman, Linda Stempora, Scott Chasse, Seth Schobel, Christopher J. Dente, Allan D. Kirk, Eric Elster

Publikováno v: Surgery. 172:1851-1859

An emerging body of literature supports the role of individualized prognostic tools to guide the management of patients after trauma. The aim of this study was to develop advanced modeling tools from multidimensional data sources, including immunolog

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e26d513b1d57ede19a4083697408e3b2
https://doi.org/10.1016/j.surg.2022.08.007

New insights into the genetic etiology of Alzheimer's disease and related dementias

Autor: Bellenguez, C., Küçükali, F., Jansen, I. E., Kleineidam, L., Moreno-Grau, S., Amin, N., Naj, A. C., Campos-Martin, R., Grenier-Boley, B., Andrade, V., Holmans, P. A., Boland, A., Damotte, V., van der Lee, S. J., Costa, M. R., Kuulasmaa, T., Yang, Q., de Rojas, I., Bis, J. C., Yaqub, A., Prokic, I., Chapuis, J., Ahmad, S., Giedraitis, V., Aarsland, D., Garcia-Gonzalez, P., Abdelnour, C., Alarcón-Martín, E., Alcolea, D., Alegret, M., Alvarez, I., Álvarez, V., Armstrong, N. J., Tsolaki, A., Antúnez, C., Appollonio, I., Arcaro, M., Archetti, S., Pastor, A. A., Arosio, B., Athanasiu, L., Bailly, H., Banaj, N., Baquero, M., Barral, S., Beiser, A., Pastor, A. B., Below, J. E., Benchek, P., Benussi, L., Berr, C., Besse, C., Bessi, V., Binetti, G., Bizarro, A., Blesa, R., Boada, M., Boerwinkle, E., Borroni, B., Boschi, S., Bossù, P., Bråthen, G., Bressler, J., Bresner, C., Brodaty, H., Brookes, K. J., Brusco, L. I., Buiza-Rueda, D., Bûrger, K., Burholt, V., Bush, W. S., Calero, M., Cantwell, L. B., Chene, G., Chung, J., Cuccaro, M. L., Carracedo, Á., Cecchetti, R., Cervera-Carles, L., Charbonnier, C., Chen, H. -H., Chillotti, C., Ciccone, S., Claassen, J. A. H. R., Clark, C., Conti, E., Corma-Gómez, A., Costantini, E., Custodero, C., Daian, D., Dalmasso, M. C., Daniele, A., Dardiotis, E., Dartigues, J. -F., de Deyn, P. P., de Paiva Lopes, K., de Witte, L. D., Debette, S., Deckert, J., del Ser, T., Denning, N., Destefano, A., Dichgans, M., Diehl-Schmid, J., Diez-Fairen, M., Rossi, P. D., Djurovic, S., Duron, E., Düzel, E., Dufouil, C., Eiriksdottir, G., Engelborghs, S., Escott-Price, V., Espinosa, A., Ewers, M., Faber, K. M., Fabrizio, T., Nielsen, S. F., Fardo, D. W., Farotti, L., Fenoglio, C., Fernández-Fuertes, M., Ferrari, R., Ferreira, C. B., Ferri, E., Fin, B., Fischer, P., Fladby, T., Fließbach, K., Fongang, B., Fornage, M., Fortea, J., Foroud, T. M., Fostinelli, S., Fox, N. C., Franco-Macías, E., Bullido, M. J., Frank-García, A., Froelich, L., Fulton-Howard, B., Galimberti, D., García-Alberca, J. M., García-González, P., Garcia-Madrona, S., Garcia-Ribas, G., Ghidoni, R., Giegling, I., Giorgio, G., Goate, A. M., Goldhardt, O., Gomez-Fonseca, D., González-Pérez, A., Graff, C., Grande, G., Green, E., Grimmer, T., Grünblatt, E., Grunin, M., Gudnason, V., Guetta-Baranes, T., Haapasalo, A., Hadjigeorgiou, G., Haines, J. L., Hamilton-Nelson, K. L., Hampel, H., Hanon, O., Hardy, J., Hartmann, A. M., Hausner, L., Harwood, J., Heilmann-Heimbach, S., Helisalmi, S., Heneka, M. T., Hernández, I., Herrmann, M. J., Hoffmann, P., Holmes, C., Holstege, H., Vilas, R. H., Hulsman, M., Humphrey, J., Biessels, G. J., Jian, X., Johansson, C., Jun, G. R., Kastumata, Y., Kauwe, J., Kehoe, P. G., Kilander, L., Ståhlbom, A. K., Kivipelto, M., Koivisto, A., Kornhuber, J., Kosmidis, M. H., Kukull, W. A., Kuksa, P. P., Kunkle, B. W., Kuzma, A. B., Lage, C., Laukka, E. J., Launer, L., Lauria, A., Lee, C. -Y., Lehtisalo, J., Lerch, O., Lleó, A., Longstreth, W., Lopez, O., de Munain, A. L., Love, S., Löwemark, M., Luckcuck, L., Lunetta, K. L., Ma, Y., Macías, J., Macleod, C. A., Maier, W., Mangialasche, F., Spallazzi, M., Marquié, M., Marshall, R., Martin, E. R., Montes, A. M., Rodríguez, C. M., Masullo, C., Mayeux, R., Mead, S., Mecocci, P., Medina, M., Meggy, A., Mehrabian, S., Mendoza, S., Menéndez-González, M., Mir, P., Moebus, S., Mol, M., Molina-Porcel, L., Montrreal, L., Morelli, L., Moreno, F., Morgan, K., Mosley, T., Nöthen, M. M., Muchnik, C., Mukherjee, S., Nacmias, B., Ngandu, T., Nicolas, G., Nordestgaard, B. G., Olaso, R., Orellana, A., Orsini, M., Ortega, G., Padovani, A., Paolo, C., Papenberg, G., Parnetti, L., Pasquier, F., Pastor, P., Peloso, G., Pérez-Cordón, A., Pérez-Tur, J., Pericard, P., Peters, O., Pijnenburg, Y. A. L., Pineda, J. 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Publikováno v: EADB, GR@ACE, DEGESCO, EADI, GERAD, Demgene, FinnGen, ADGC & CHARGE 2022, ' New insights into the genetic etiology of Alzheimer's disease and related dementias ', Nature genetics, vol. 54, no. 4, pp. 412-436 . https://doi.org/10.1038/s41588-022-01024-z
Nature Genetics, 54(4), 412-436. Nature Publishing Group
Nature Genetics, 54(4)
Nature genetics, 54(4), 412-436. Nature Publishing Group
Nature Genetics, 54, 4, pp. 412-436
Nature Genetics
Nature Genetics, 54, 412-436
NATURE GENETICS
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r-IIB SANT PAU. Repositorio Institucional de Producción Científica del Instituto de Investigación Biomédica Sant Pau
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EADB, GR@ACE, DEGESCO, EADI, GERAD, Demgene, FinnGen, ADGC & CHARGE 2022, ' New insights into the genetic etiology of Alzheimer's disease and related dementias ', Nature Genetics, vol. 54, no. 4, pp. 412-436 . https://doi.org/10.1038/s41588-022-01024-z
Nature genetics
2022, ' New insights into the genetic etiology of Alzheimer's disease and related dementias ', Nature Genetics, vol. 54, no. 4, pp. 412-436 . https://doi.org/10.1038/s41588-022-01024-z
Repisalud
Instituto de Salud Carlos III (ISCIII)
Nature genetics 54(4), 412-436 (2022). doi:10.1038/s41588-022-01024-z
Bellenguez, C, Küçükali, F, Jansen, I E, Kleineidam, L, Moreno-Grau, S, Amin, N, Naj, A C, Campos-Martin, R, Grenier-Boley, B, Andrade, V, Holmans, P A, Boland, A, Damotte, V, van der Lee, S J, Costa, M R, Kuulasmaa, T, Yang, Q, de Rojas, I, Bis, J C, Yaqub, A, Prokic, I, Chapuis, J, Ahmad, S, Giedraitis, V, Aarsland, D, Garcia-Gonzalez, P, Abdelnour, C, Alarcón-Martín, E, Alcolea, D, Alegret, M, Alvarez, I, Álvarez, V, Armstrong, N J, Tsolaki, A, Antúnez, C, Appollonio, I, Arcaro, M, Archetti, S, Pastor, A A, Arosio, B, Athanasiu, L, Bailly, H, Banaj, N, Baquero, M, Barral, S, Beiser, A, Nielsen, S F, Nordestgaard, B G, Sáez, M E, Frikke-Schmidt, R, EADB, GR@ACE, DEGESCO, EADI, GERAD, Demgene, FinnGen, ADGC & CHARGE 2022, ' New insights into the genetic etiology of Alzheimer's disease and related dementias ', Nature Genetics, vol. 54, no. 4, pp. 412-436 . https://doi.org/10.1038/s41588-022-01024-z

25 páginas, 6 figuras, 2 tablas
Characterization of the genetic landscape of Alzheimer's disease (AD) and related dementias (ADD) provides a unique opportunity for a better understanding of the associated pathophysiological processes. We perfor

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8be61a02e6ef8a704478fd3f819f507d
https://doi.org/10.1038/s41588-022-01024-z

Can Genetic Analysis of Putative Blood Alzheimer's Disease Biomarkers Lead to Identification of Susceptibility Loci?

Autor: Robert C Barber, Nicole R Phillips, Jeffrey L Tilson, Ryan M Huebinger, Shantanu J Shewale, Jessica L Koenig, Jeffrey S Mitchel, Sid E O'Bryant, Stephen C Waring, Ramon Diaz-Arrastia, Scott Chasse, Kirk C Wilhelmsen, Alzheimer’s Disease Neuroimaging Initiative, Texas Alzheimer’s Research and Care Consortium

Publikováno v: PLoS ONE, Vol 10, Iss 12, p e0142360 (2015)

Although 24 Alzheimer's disease (AD) risk loci have been reliably identified, a large portion of the predicted heritability for AD remains unexplained. It is expected that additional loci of small effect will be identified with an increased sample si

Externí odkaz: https://doaj.org/article/a74bfe28c0744b60bc1c1ecc7fbe01ed