Deep learning enhanced ALPS reveals genetic and environmental factors of brain glymphatic function
| Title: | Deep learning enhanced ALPS reveals genetic and environmental factors of brain glymphatic function |
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| Authors: | Lin, Cha; Wu, Hao; Xian, Wenbiao; Zheng, Yifan; Du, Wenxuan; Chen, Xinyi; Li, Jinxia; Chen, Weineng; Lin, Lishan; Su, Fengjuan; Pei, Zhong; Liu, Ganqiang; Weiner, Michael; Aisen, Paul; Petersen, Ronald; Jack, Clifford R.; Jagust, William; Landau, Susan; Rivera-Mindt, Monica; Okonkwo, Ozioma; Shaw, Leslie M.; Lee, Edward B.; Toga, Arthur W.; Beckett, Laurel; Harvey, Danielle; Green, Robert C.; Saykin, Andrew J.; Nho, Kwangsik; Perrin, Richard J.; Tosun, Duygu; Sachdev, Pallavi; Montine, Tom; Conti, Cat; Weiner, Michael W.; Nosheny, Rachel; Fockler, Juliet; Miller, Melanie J.; Kwang, Winnie; Jin, Chengshi; Diaz, Adam; Ashford, Miriam; Rafii, Michael; Raman, Rema; Jimenez, Gustavo; Donohue, Michael; Salazar, Jennifer; Fidell, Andrea; Boatwright, Virginia; Robison, Justin; Zimmerman, Caileigh; Cabrera, Yuliana; Walter, Sarah; Clanton, Taylor; Shaffer, Elizabeth; Webb, Caitlin; Hergesheimer, Lindsey; Smith, Stephanie; Ogwang, Sheila; Adegoke, Olusegun; Mahboubi, Payam; Pizzola, Jeremy; Jenkins, Cecily; Saito, Naomi; Hussen, Kedir Adem; Parkins, Shaniya; Ayo, Omobolanle; Germano, Kaori Kubo; Strong, Joe; Guzman, Vanessa; Ajayi, Adeyinka; di Benedetto, Joseph; Talavera, Sandra; Felmlee, Joel; Fox, Nick C.; Thompson, Paul; DeCarli, Charles; Forghanian-Arani, Arvin; Borowski, Bret; Reyes, Calvin; Hedberg, Caitie; Ward, Chad; Schwarz, Christopher; Reyes, Denise; Gunter, Jeff; Moore-Weiss, John; Kantarci, Kejal; Matoush, Leonard; Senjem, Matthew; Vemuri, Prashanthi; Reid, Robert; Malone, Ian; Thomopoulos, Sophia I.; Nir, Talia M.; Jahanshad, Neda; Knaack, Alexander; Fletcher, Evan; Tosun-Turgut, Duygu; Chen, Stephanie Rossi; Choe, Mark; Yushkevich, Paul A.; Das, Sandhitsu; Koeppe, Robert A.; Rabinovici, Gil; Villemagne, Victor; LoPresti, Brian; Morris, John; Franklin, Erin; Bernhardt, Haley; Cairns, Nigel J.; Taylor-Reinwald, Lisa; Shaw, Leslie; Korecka, Magdalena; Brylska, Magdalena; Wan, Yang; Crawford, Karen; Neu, Scott; Foroud, Tatiana M.; Jo, Taeho; Risacher, Shannon L.; Craft, Hannah; Apostolova, Liana G.; Nudelman, Kelly; Faber, Kelley; Lacy, Kaci; Kaddurah-Daouk, Rima; Shen, Li; Soleimani-Meigooni, David; la Joie, Renaud; Chiotis, Konstantinos; Raya, Maison Abu; Vrillon, Agathe; Windon, Charles; Lagarde, Julien; Lin, Zoe; Hills, Aidyn Rose; Karlawish, Jason; Erickson, Claire; Grill, Joshua; Thal, Leon; Kachaturian, Zaven; Frank, Richard; Snyder, Peter J.; Buckholtz, Neil; Hsiao, John K.; Ryan, Laurie; Molchan, Susan; Khachaturian, Zaven; Carrillo, Maria; Potter, William; Barnes, Lisa; Marie, undefined; Bernard, Hector; González, undefined; Ho, Carole; Jackson, Jonathan; Masliah, Eliezer; Masterman, Donna; Perrin, Richard; Silverberg, Nina; Silbert, Lisa; Kaye, Jeffrey; White, Sylvia; Pierce, Aimee; Thomas, Amy; Clay, Tera; Schwartz, Daniel; Devereux, Gillian; Ryan, Jennifer; Nguyen, Mike; DeCapo, Madison; Shang, Yanan; Schneider, Lon; Munoz, Cynthia; Ferman, Diana; Conant, Carlota; Martin, Katherin; Oleary, Kristin; Pawluczyk, Sonia; Trejo, Elizabeth; Dagerman, Karen; Teodoro, Liberty; Becerra, Mauricio; Fairooz, Madiha; Garrison, Sonia; Boudreau, Julia; Avila, Yair; Brewer, James; Jacobson, Aaron; Gama, Antonio; Kim, Chi; Little, Emily; Frascino, Jennifer; Ferng, Nichol; Trujillo, Socorro; Heidebrink, Judith; Koeppe, Robert; MacDonald, Steven; Malyarenko, Dariya; Ziolkowski, Jaimie; O'Connor, James; Robert, Nicole; Lowe, Suzan; Rogers, Virginia; Hackenmiller, Barbara; Boeve, Bradley; Albers, Colleen; Kreuger, Connie; Jones, David; Knopman, David; Botha, Hugo; Magnuson, Jessica; Graff-Radford, Jonathan; Crawley, Kerry; Schumacher, Michael; McKinzie, Sanna; Smith, Steven; Helland, Tascha; Lowe, Val; Ramanan, Vijay; Pavlik, Valory; Faircloth, Jacob; Bishop, Jeffrey; Nath, Jessica; Chaudhary, Maria; Kataki, Maria; Yu, Melissa; Pacini, Nathiel; Barker, Randall; Brooks, Regan; Aggarwal, Ruchi; Honig, Lawrence; Stern, Yaakov; Mintz, Akiva; Cordona, Jonathan; Hernandez, Michelle; Long, Justin; Arnold, Abbey; Groves, Alex; Middleton, Anna; Vogler, Blake; McCurry, Cierra; Mayo, Connie; Raji, Cyrus; Amtashar, Fatima S.; Klemp, Heather; Elmore, Heather Nicole; Ruszkiewicz, James; Kusuran, Jasmina; Stewart, Jasmine; Horenkamp, Jennifer; Greeson, Julia; Wever, Kara; Vo, Katie; Larkin, Kelly; Rao, Lesley; Schoolcraft, Lisa; Gallagher, Lora; Paczynski, Madeline; McMillan, Maureen; Holt, Michael; Gagliano, Nicole; Henson, Rachel; LaBarge, Renee; Swarm, Robert; Munie, Sarah; Cepeda, Serena; Winterton, Stacey; Hegedus, Stephen; Wilson, TaNisha; Harte, Tanya; Bonacorsi, Zach; Geldmacher, David; Watkins, Amber; Barger, Brandi; Smelser, Bryan; Bates, Charna; Stover, Cynthia; McKinley, Emily; Ikner, Gregory; Hendrix, Haley; Cooper, Harold Matthew; Mahaffey, Jennifer; Robbins, Lindsey Booth; Ashley, Loren Brown; Natelson-Love, Marissa; Carter, Princess; Solomon, Veronika; Grossman, Hillel; Groome, Alexandra; Ardolino, Allison; Kaplan, Anthony; Sheppard, Faye; Burgos-Rivera, Genesis; Garcia-Camilo, Gina; Lim, Joanne; Neugroschl, Judith; Jackson, Kimberly; Evans, Kirsten; Soleimani, Laili; Sano, Mary; Ghesani, Nasrin; Binder, Sarah; Apuango, Xiomara Mendoza; Sood, Ajay; Troutman, Amelia; Blanchard, Kimberly; Richards, Arlene; Nelson, Grace; Hendrickson, Kirsten; Yurko, Erin; Plenge, Jamie; Rufo, Victoria; Shah, Raj; Duara, Ranjan; Lynch, Brendan; Chirinos, Cesar; Dittrich, Christine; Campbell, Debbie; Mejia, Diego; Perez, Gilberto; Colvee, Helena; Gonzalez, Joanna; Gondrez, Josalen; Knaack, Joshua; Acevedo, Mara; Cereijo, Maria; Greig-Custo, Maria; Villar, Michelle; Wishnia, Morris; Detling, Sheryl; Barker, Warren; Albert, Marilyn; Moghekar, Abhay; Rodzon, Barbara; Demsky, Corey; Pontone, Gregory; Pekar, Jim; Farrington, Leonie; Pomper, Martin; Johnson, Nicole; Alo, Tolulope; Sadowski, Martin; Ulysse, Anaztasia; Masurkar, Arjun; Marti, Brittany; Mossa, David; Geesey, Emilie; Petrocca, Emily; Schulze, Evan; Wong, Jennifer; Boonsiri, Joseph; Kenowsky, Sunnie; Martinez, Tatianne; Briglall, Veronica; Doraiswamy, P. Murali; Nwosu, Adaora; Adhikari, Alisa; Hellegers, Cammie; Petrella, Jeffrey; James, Olga; Wong, Terence; Hawk, Thomas; Vaishnavi, Sanjeev; McCoubrey, Hannah; Nasrallah, Ilya; Rovere, Rachel; Maneval, Jeffrey; Robinson, Elizabeth; Rivera, Francisco; Uffelman, Jade; Combs, Martha; O'Donnell, Patricia; Manning, Sara; King, Richard; Nieto, Alayne; Glueck, Amanda; Mandal, Anjana; Swain, Audrie; Gamble, Bethanie; Meacham, Beverly; Forenback, Denece; Ross, Dorothy; Cheatham, Elizabeth; Hartman, Ellen; Cornell, Gary; Harp, Jordan; Ashe, Laura; Goins, Laura; Watts, Linda; Yazell, Morgan; Mandal, Prabin; Buckler, Regan; Vincent, Sylvia; Rudd, Triana; Lopez, Oscar; Malia, Ann Arlene; Chiado, Caitlin; Zik, Cary; Savage, Kathleen; Fenice, Linda; Oakley, MaryAnn; Tacey, Paige C.; Berman, Sarah; Bowser, Sarah; Saganis, Xanthia; Porsteinsson, Anton; Mathewson, Abigail; Widman, Asa; Holvey, Bridget; Clark, Emily; Morales, Esmeralda; Young, Iris; Hopkins, Kevin; Martin, Kimberly; Kowalski, Nancy; Hunt, Rebecca; Calzavara, Roberta; Kurvach, Russell; D'Ambrosio, Stephen; Thai, Gaby; Vides, Beatriz; Lieb, Brigit; McAdams-Ortiz, Catherine; Toso, Cyndy; Mares, Ivan; Moorlach, Kathryn; Liu, Luter; Corona, Maria; Nguyen, Mary; Tallakson, Melanie; McDonnell, Michelle; Rangel, Milagros; Basheer, Neetha; Place, Patricia; Romero, Romina; Tam, Steven; Nguyen, Trung; Thomas, Abey; Khera, Alka; Browning, Amy; Kelley, Brendan; Dawson, Courtney; Mathews, Dana; Most, Elaine; Nguyen, Lynn; Nunez, Maribel; Miller, Matalin; Jones, Matthew R.; Martinez, Natalie; Logan, Rebecca; McColl, Roderick; Pham, Sari; Fox, Tiffani; Moore, Tracey; Levey, Allan; Brown, Abby; Kippels, Andrea; Ellison, Ashton; Lyons, Casie; Hales, Chadwick; Parry, Cindy; Williams, Courtney; McCorkle, Elizabeth; Harris, Guy; Rose, Heather; Jooma, Inara; Al-Amin, Jahmila; Lah, James; Webster, James; Swiniarski, Jessica; Chapman, Latasha; Donnelly, Laura; Mariotti, Lauren; Locke, Mary; Vaughn, Phyllis; Penn, Rachael; Carpentier, Sallie; Yeboah, Samira; Basadre, Sarah; Malakauskas, Sarah; Lyron, Stefka; Villinger, Tara; Burney, Terra; Burns, Jeffrey; Abusalim, Ala; Dahlgren, Alexandra; Montero, Alexandria; Arthur, Anne; Dooly, Heather; Kreszyn, Katelynn; Berner, Katherine; Gillen, Lindsey; Scanlan, Maria; Madison, Mercedes; Mathis, Nicole; Switzer, Phyllis; Townley, Ryan; Fikru, Samantha; Sullivan, Samantha; Wright, Ella; Beigi, Maryam; Daley, Anthony; Ko, Ashley; Luong, Brittney; Nyborg, Glen; Morales, Jessica; Durbin, Kelly; Garcia, Lauren; Parand, Leila; Macias, Lorena; Monserratt, Lorena; Farchi, Maya; Wu, Pauline; Hernandez, Robert; Rodriguez, Thao; Graff-Radford, Neill; Marolt, A'llana; Thomas, Anton; Aloszka, Deborah; Moncayo, Ercilia; Westerhold, Erin; Day, Gregory; Chrestensen, Kandise; Imhansiemhonehi, Mary; Stephens, Sochenda; Grant, Sylvia; Brosch, Jared; Perkins, Amy; Saunders, Aubree; Kovac, Debra Silberberg; Polson, Heather; Mwaura, Isabell; Mejia, Kassandra; Britt, Katherine; King, Kathy; Nichols, Kayla; Lawrence, Kayley; Rankin, Lisa; Farlow, Martin; Wiesenauer, Patricia; Bryant, Robert; Herring, Scott; Lynch, Sheryl; Wilson, Skylar; Day, Traci; Korst, William; van Dyck, Christopher; Mecca, Adam; Miller, Alyssa; Brennan, Amanda; Khan, Amber; Ruan, Audrey; Gunnoud, Carol; Mendonca, Chelsea; Raynes-Goldfinger, Danielle; Salardini, Elaheh; Hidalgo, Elisa; Cooper, Emma; Singh, Erawadi; Murphy, Erin; May, Jeanine; Stanhope, Jesse; Lam, Jessica; Waszak, Julia; Nelsen, Kimberly; Sacaza, Kimberly; Hasbani, Mayer Joshua; Donahue, Meghan; Chen, Ming-Kai; Barcelos, Nicole; Eigenberger, Paul; Bonomi, Robin; O'Dell, Ryan; Jefferson, Sarah; Khasnavis, Siddharth; Smilowitz, Stephen; DeStefano, Susan; Good, Susan; Camarro, Terry; Clayton, Vanessa; Cavrel, Yanis; Chertkow, Howard; Bergman, Howard; Hosein, Chris; Black, Sandra; Kapadia, Anish; Bhan, Aparna; Lam, Benjamin; Scott, Christopher; Gabriel, Gillian; Bray, Jennifer; Zotovic, Ljubica; Gutierrez, Maria Samira; Masellis, Mario; Farshadi, Marjan; Gui, Maurylette; Mitchell, Meghan; Taylor, Rebecca; Endre, Ruby; Taghi-Zada, Zhala; Hsiung, Robin; English, Carolyn; Kim, Ellen; Yau, Eugene; Tong, Haley; Barlow, Laura; Jennings, Lauren; Assaly, Michele; Nunes, Paula; Marian, Tahlee; Kertesz, Andrew; Rogers, John; Trost, Dick; Wint, Dylan; Bernick, Charles; Munic, Donna; Grant, Ian; Korkoyah, Aaliyah; Raja, Ali; Lapins, Allison; Ryan, Caila; Pejic, Jelena; Basham, Kailey; Lukose, Leena; Haddad, Loreece; Quinlan, Lucas; Houghtaling, Nathaniel; Sadowsky, Carl; Martinez, Walter; Villena, Teresa; Reynolds, Brigid; Forero, Angelica; Ward, Carolyn; Brennan, Emma; Figueroa, Esteban; Esposito, Giuseppe; Mallory, Jessica; Johnson, Kathleen; Turner, Kathryn; Seidenberg, Katie; McCann, Kelly; Bassett, Margaret; Chadwick, Melanie; Turner, Raymond Scott; Bean, Robin; Sharma, Saurabh; Marshall, Gad; Haviari, Aferdita; Pietras, Alison; Wallace, Bradley; Munro, Catherine; Rivera-Delpin, Gladiliz; Hustead, Hadley; Levesque, Isabella; Ramirez, Jennifer; Nolan, Karen; Glennon, Kirsten; Palou, Mariana; Erkkinen, Michael; DaSilva, Nicole; Friedman, Pamela; Silver, Regina M.; Salazar, Ricardo; Polleys, Roxxanne; McGinnis, Scott; Gale, Seth; Hall, Tia; Luu, Tuan; Chao, Steven; Lin, Emmeline; Coleman, Jaila; Epperson, Kevin; Vasanawala, Minal; Atri, Alireza; Rangel, Amy; Evans, Brittani; Monarrez, Candy; Cline, Carol; Liebsack, Carolyn; Bandy, Daniel; Goldfarb, Danielle; Intorcia, Debbie; Olgin, Jennifer; Clark, Kelly; King, Kelsey; York, Kylee; Reade, Marina; Callan, Michael; Glass, Michael; Johnson, Michaela; Gutierrez, Michele; Goddard, Molly; Trncic, Nadira; Choudhury, Parichita; Reyes, Priscilla; Lowery, Serena; Hall, Shaundra; Olgin, Sonia; de Santiago, Stephanie; Alosco, Michael; Ton, Alyssa; Jimenez, Amanda; Ellison, Andrew; Tran, Anh; Anderson, Brandon; Carter, Della; Veronelli, Donna; Lenio, Steven; Steinberg, Eric; Mez, Jesse; Weller, Jason; Johns, Jennifer; Harkins, Jessica; Puleio, Alexa; Hoti, Ina; Mwicigi, Jane; Schultz, Olivia; Lauture, Mona; Denis, Ridiane; Killiany, Ronald; Singh, Sarab; Qiu, Wendy; Devis, Ycar; Obisesan, Thomas; Stone, Andrew; Ordor, Debra; Udodong, Ifreke; Okonkwo, Immaculata; Khan, Javed; Turner, Jillian; Hughes, Kyliah; Kadiri, Oshoze; Duffy, Charles; Moss, Ariana; Stapleton, Katherine; Toth, Maria; Sanders, Marianne; Ayres, Martin; Hamski, Melissa; Fatica, Parianne; Ogrocki, Paula; Ash, Sarah; Pot, Stacy; Chen, Doris; Soto, Andres; Tanase, Costin; Bissig, David; Vanya, Hafsanoor; Russell, Heather; Patel, Hitesh; Zhang, Hongzheng; Wallace, Kelly; Ayers, Kristi; Gallegos, Maria; Forloines, Martha; Sinn, Meghan; Majorie S Kahulugan, Queennie; Isip, Richard; Calderon, Sandra; Hamm, Talia; Borrie, Michael; Lee, T.Y.; Bartha, Rob; Johnson, Sterling; Asthana, Sanjay; Carlsson, Cynthia M.; Perrin, Allison; Tariot, Pierre; Fleisher, Adam; Reeder, Stephanie; Capote, Horacio; Emborsky, Allison; Mattle, Anna; Ajtai, Bela; Wagner, Benjamin; Myers, Bennett; Slazyk, Daryn; Fragale, Delaney; Fransen, Erin; Macnamara, Heather; Falletta, Jonathan; Hirtreiter, Joseph; Mechtler, Laszlo; King, Megan; Asbach, Michael; Rainka, Michelle; Zawislak, Richard; Wisniewski, Scott; O'Malley, Stephanie; Jimenez-Knight, Tatiana; Peehler, Todd; Aladeen, Traci; Bates, Vernice; Wenner, Violet; Elmalik, Wisam; Scharre, Douglas W.; Ramamurthy, Arun; Bouchachi, Soumya; Tarawneh, Rawan; Celmins, Dzintra; Figueroa, Chris; Bauerle, Heather; Patterson, Katlynn; Reposa, Michael; Presto, Steven; Ahmed, Tuba; Stewart, Wendy; Pearlson, Godfrey D.; Blank, Karen; Anderson, Karen; Santulli, Robert B.; Schwartz, Eben S.; Williamson, Jeff; Jessup, Alicia; Williams, Andrea; Duncan, Crystal; O'Connell, Abigail; Gagnon, Karen; Zamora, Ezequiel; Bateman, James; Crawford, Freda; Thompson, Deb; Walker, Eboni; Rowell, Jennifer; White, Mikell; Bohlman, Sarah; Henkle, Susan; Bottoms, Joseph; Moretz, Lena; Hoover, Bevan; Shannon, Michael; Rogers, Samantha; Baker, Wendy; Harrison, William; Wu, Chuang-Kuo; DeMarco, Alexis; Stipanovich, Ava; Arcuri, Daniel; Clark, Jan; Davis, Jennifer; Doyon, Kerstin; Amoyaw, Marie; Acosta, Mauro Veras; Bailey, Ronald; Warren, Scott; Fogerty, Terry; Sanborn, Victoria; Riddle, Meghan; Salloway, Stephen; Malloy, Paul; Correia, Stephen; Blackburn, Morgan; Rosen, Howard J.; Miller, Bruce L.; Smith, Amanda; Mba, Ijeoma; Echevarria, Jenny; Janavs, Juris; Roglaski, Emily; Yong, Meagan; Devine, Rebecca; Okhravi, Hamid; Rivera, Edgardo; Kalowsky, Teresa; Smith, Caroline; Rosario, Christina; Masdeu, Joseph; Richard le, undefined; Gurung, Maushami; Sabbagh, Marwan; Garcia, Angelica; Slaughter, Micah Ellis; Elayan, Nadeen; Acothley, Skieff; Pomara, Nunzio; Hernando, Raymundo; Pomara, Vita; Reichert, Chelsea; Brawman-Mintzer, Olga; Acree, Allison; Williams, Arthur; Long, Campbell; Long, Rebecca; Newhouse, Paul; Hill, Sydni Jenee; Boegel, Amy; Seshadri, Sudha; Saklad, Amy; Jones, Floyd; Hu, William; Sotelo, V.; Rojas, Yaneicy Gonazalez; Mintzer, Jacobo; Longmire, Crystal Flynn; Spicer, Kenneth; Tennigkeit, Frank; Pfeifer, Andrea; Vincenzetti, Christine; Monin, Fabien; Maitra, Gautam; O'Sullivan, Joseph; Teligladas, Alex; Diaz, Ana; Bintener, Christophe; Birck, Cindy; Gove, Dianne; Georges, Jean; Ellis, Katherine; Peulen, Stefanie; Danasi, Eva; Vlachos, Georgios; Scarmeas, Nicolaos; Mencik, Alexandre; Ng, Cynthia; Picard, Hernan J.; Ericson, Mats; Gaunt, Matt; Pourbaix, Nicolas; Lenz, Rob; Eyraud, Rodolphe; McGarrity, Ross; Chauvet, Veronique; Allouche, Ala-Eddine; Le Balanger, Béatrice; Dubois, Bruno; Benmansour, Edith; Nyasse, Francis; Filali, Hicham; Youssef, Ihsen; Ameil, Leslie; Dubois, Marion; Lajaail, Nabila; Nyasse, Nabila; Younsi, Nadja; Talla, Patrick Feukam; Benadjaoud, Souza; Lehericy, Stephane; Beshelemu, Tatiana Akake; Alonso, Belén Garcia; Molina, Bet; Sherriff, Ian; Pesini, Pedro; Tirado, Pedro; Pérez, Virgina; McNeill, Alan; Gibson, Alicia; Fox, Andrew; Overduin, Bert; Lee, Christine; Allan, David; Taylor, David; McDonald, Emma; Peaker, Harry; O'Hanlon, Karen; Thornton, Karen; Harper, Lorna; Brankin, Pamela; Bryce, Robert; Barnes, Rodrigo; Callado, Ana Belén; Radoi, Andreea; Beteta, Annabella; Navarro, Arcadi; Blasco, Beatriz; Herrero, Carolina; Minguillon, Carolina; Arenaza, Eider; Nebot, Eva; Huesa, Gema; Blasco, Gemma Salvadó; Oliver, Gloria; Benavides, Gonzalo Sánchez; Operto, Gregory; Knezevic, Iva; Camí, Jordi; Molinuevo, Jose Luis; Gispert, Juan Domingo; Pereda, Julieta; Fauria, Karine; Tenas, Laia; Shekari, Mahnaz; Buongiorno, Maria Teresa; Escrivà, Maria; Milà, Marta; Santos, Meritxell; Montserrat, Monica; Alegret, Montse; Cadevall, Neus; Carranza, Noemí; Rivera, Oriol Grau; Marne, Paula; Petrone, Paula; Cacciaglia, Raffaele; Menezes-Cabral, Sofia; Wendelberger, Barbara; Fitzgerald, Mark; Quintana, Melanie; Berry, Scott; Andersson, Shawn; Berry, Tammy; Bolan, Andy; Sperling, Bjorn; Walsh, Dominic; Ratti, Elena; Smyth, Emily; Lawson, Fred; Tsvang, Inna; Sevigny, Jeffrey; Pinho brandao, Joao; Ogorman, John; Unternärer, Marcus; Jankovich, Marija V.; Pan, Martin; Mitelman, Olga; Liston-Kraft, Philip; Von Rosenstiel, Philipp; Buddhaeberlein, Samantha; Knox, Sean; Olsson, Tina; Goerke, Birgit; Debove, Catherine; Harder, Daniela; Schwall-rudolph, Dorothee; Plaue, Gine; Wunderlich, Glen; Ghazvini, Jasmin; Meyer-Kleinmann, Julia; Huber, Kathrin; Hattemer, Lisa; Gordon, Mark; Eckes, Martina; Potter, Mary; Nusser, Melanie; Garcia, Miguel; Drake, Pamela; Mcginty, Pauric; Goeggel, Rolf; Jones, Russel; Rau, Sabine; Scanlon, Shannon; Pollentier, Stephane; Sommer, Stephanie; Flaherty, Susanna; Dieminger, Wilhelm; Savina, Daniela; Hanseeuw, Bernard; Bortolotti, Murielle; Demonet, Jean-Francois; Biel-Czarnecka, Marta; Czarnecki, Maciej; Incesoy, Enise I.; Menne, Felix; Lindner, Katja; Peters, Oliver; Leroy, Melanie; Pasquier, Florence; Laforce, Manon; Gabelle, Audrey; Grasselli, Caroline; Leger, Charlotte; Gillet, Aurelie; Cadiet, Christelle; Boutoleau, Claire; Guiguen, Manon; Chaigneau, Rachel; Muraz, Romain; Melcion, Samia; Charriau, Tiphaine; Dinthilac, Béatrice; Rieunier, Brune; Vellas, Bruno; Coulange, Camille; Pennetier, Delphine; Carrie, Isabelle; Lapeyre, Julien Delrieu; Saint-Aubert, Laure; Del Campo, Natalia; Batonneau, Nicole; Ousset, Pierre Jean; Andrieu, Sandrine S.A.; Mourgues, Sophie; Montoya, Genoveva; Riverol, Mario; Blasco, Virginia; Gerrish, Amy; Majouni, Elisa; Sheppard, Felicity; Menzies, Georgina; Oldham, Harriet; Williams, Julie; Sexton, Keith; Sims, Rebecca; Jones, Sian; Head, Steven; Bowen, Teresa; Cushion, Thomas; Scott-Price, Valentina; Chetelat, Gael; Saver, Ami; Albala, Bruce; Fry, Danielle; Potter, Eve; Luthman, Johan; Concepcion, Jude; Bandara, Lan; Kramer, Lynn; Rabe, Martin; Valeri, Michele; Sarwar, Nadeem; Gordon, Robert; Dispoto, Sharon; Kakad, Shilpa; Dhadda, Shobha; Musku, Sindhuja; Braham, Sonjoy; Lyons, Sue; Devenish-Meares, Susan; Wessels, Alette; Smith, Andrew G.; Steckel-hamann, Birgit; Spears, Chrissie; Holding, Dan; Siemers, Eric; Bayard, Florence; Zimmermann, Holger; Embry, Jayetta; Walgren, Jennie Lenora; Zimmer, Jennifer; Hutton, Michael; Irizarry, Michael C.; Smart, Trevor; de Jong, Alexander; Van Duijn, Cornelia; Bunnik, Eline; Van der Lei, Johan; Tromp, Krista; Hoezen, Laurence; Schermer, Maartje; Van Dijk, Ramona; Woerdeman, Sander; Perpeet, Fabian; Wolff, Hannah; Zimmermann, Marc; Hofmann-Apitius, Martin; Sood, Meemansa; Rechmann, Tobias; Pancho, Ana; Cuevas, Charo; Buendia, Mar; Boada, Merce; García-Eizaga, Amaya; Tainta, Mikel; Martinez-Lage, Pablo; Saldias, Jon; Canada, Marta; Newton, Ben; Foley, Christopher; Davies, Anita; Mistry, Heena; Leroi, Iracema; Rosenhead, Rachel; Dune, Ross; Norton, Rowen; Langheinrich, Tobias; Tort, Adrià; Bosch, Beatriz; Fernandez, Guadalupe; Balasa, Mircea; Fernandez, Andrea; Sanchez, Jesus Pascual; Lopez, Sara; Ferrando, Marta; García, Rocío; Ghastin, Aixa; Arroyo, Rafael; Muñoz, Alicia; Barro, Angeles; Fernández, Féix Viñuela; Ashby, Tom; Haber, Tom; Ropacki, Michael; Cincotti, Alessandra; Gauthier, Aurélie; Nier, Aurélie; Dumonte, Charlotte; Trecanne, Florent; Carriere, Isabelle; Geahel, Isabelle; Ritchie, Karen; Baquet, Marie; Mortamais, Marion; Boyer, Vincent; Satlin, Andrew; MacDonald, Alasdair; Morton-Morys, Andrea; Danson, Andrew; Penny, Anouska; Cons, Ben; Spence, Benjamin; Cooke, Betsy; Brooker, Catherine; Vanbelle, Cathy; West, Derenda; Gilmour, Elisabeth; Parkinson, Emma; Ramage, Fiona; Johnson, Gary; Rattenbury, James; Hall, Janet; Chambers, Jennifer; Tracey, John; Milne, Joseph; Hughes, Lynne; Dvorak, Martin; Nagle, Rebecca; Beydoun, Salwa; Scott, Shari; Kumar, Siva; Haque, Zia; Redolfi, Alberto; Mega, Anna; Altomare, Daniele; Rolandi, Elena; Rampini, Michela; Marizzoni, Moira; Gipponi, Sara; Nicolosi, Valentina; Saletti, Valentina; Galluzzi, Samanta; Wilson, Conor; Hill, Derek; Rees, Elin; Welch, Heather; Ababei, Ioana; Whitrow, Jane; Munro, Janet; Hall, John; Woodside, John; Barnes, Kate; McLeish, Kate; Marai, Lea; Meijer, Maartje; Abaei, Maryam; Sousa, Mauro; Lax, Michelle; Radford, Mike; Belov, Oleg; James, Rebeca; Wolz, Robin; Lowther, Susan; Gower, Abbi; Smits, Aline; Dierckx, Ann; Vannieuwenhuyse, Bart; Sage, Caroline; Cully, Christine; Verbruggen, Christophe; Symnoski, David; Ayaz, Derya; Liu, Enchi; Crouthamel, Eric; Romano, Gary; Novak, Gerald; Sipma, Hendrik; Greenberg, Howard; Coste, Isabelle; Schuermans, Jeroen; Novak, Jerry; Kemp, John; Beke, Joris; Bachner, Karen; Haeverans, Katrin; Wathen, Kyle; Carrera, Laura; Steukers, Lennert; Cluckers, Liesbeth; Wouters, Liesbeth; Ford, Lisa; Truyen, Luc; Yieh, Lynn; Van Dyck, Magda; Samtani, Mahesh; De Vulder, Marie; Jovanovic, Marija; Ehinger, Marisa; Schmidt, Mark; Warzeski, Melanie; Fogle, Michael; Mangini, Michele; Etropolski, Mila; Manyakov, Nikolay; Van Der Geyten, Serge; Ness, Seth; Lovestone, Simon; Hendrik, Sipma; Katz, Susan; Foy, Suzanne; Martino, Theresa; Elliott, Tim; Bosmans, Vanessa; Dragalin, Vladimir; Deneyer, Wouter; Godinov, Yordan; Solomon, Alina; Stromberg, Ann-Marie; Akter, Applee; Kull, Björn; Mangialasche, Francesca; Hagman, Göran; Waldemar, Gunhild; Johansson, Gunilla; Soininen, Hilkka; Katarina Risbecker, Ida Kettley; Aspö, Malin; Larksater, Marie; Protsiv, Myroslava; Bogdanovic, Nenad; Chareonto, Phatcharee; Sindi, Shireen; Hasselbalch, Steen; Borg, Stefan; Akenine, Ulrika; Jelic, Vesna; Kivipelto, Miia; Röber, Jessica; Perneczky, Robert; Grønning, Bjørn; Baayen, Corine; Moltzen, Ejner Knud; Mengel, Helle Birgitte; Bolgan, Henrik; Pedersen, June Lund; Windfeld, Kristian; Hellström, Lisa; Storck, Märta Segerdahl; Rosted, Morten; Hougaard, Philip; Weidlich, Tilde Dyring; Djuika, Carine; Frölich, Lutz; Trubacz, Agnieszka; Weber, Christopher; Randolph, Christopher; Hampel, Harald; Ewers, Michael; Harrison, John; Donaldson, Andrew; Cairney, Donna; MacFayden, Sheila; Baird, Tracy; Mander, Adrian; Wadeson, Andrea; Tom, Brian; Di Fant, Costanza; Lingiah, Gavin; Howlett, James; Merle, Keith; Brown, Lisa; Davies, Rebekah; White, Simon; Hill, Steven; Chekani, Farid; Swartz, Jina; Reyniers, Letitia; Khandker, Rezaul; Connelly, Tamara; Coulthard, Elizabeth; Selwood, James; Rosewell, Natalie; Cousins, Rebecca; Duggan, Cynthia; McNeill, Catriona; Brown, Derek; McKay, Shona; Lawrie, Alasdair; Darling, Emma; Scott, Julie; McClelland-Brooks, Kirsten; Hudson, Justine; Ferguson, Kate; Connelly, Peter; Ramkumar, Prasad Guntur; Stewart, Tiffany; Graf, Ana; Stolz, Barbara; Nussher, Dieter; Pigeolet, Etienne; Lestini, Giulia; Fillon, Gwenaelle; Paule, Ines; Maman, Marianne; Cheyun, Sema; Korte, Stephan; Madawela, Yvonne; Kaye, Jeff; Akel, Sana; Porte, Baptiste; Dumurgier, Julien; Indart, Sandrine; Slama, Yaël; Fayel, Alexandra; Luscan, Gerald; Hurst, Hannah; Eshelby, James; Gameiro, Mariana; Mirza, Max; Krylova, Olga; Drap, Olivier; Marrone, Paul; Schindler, Rachel; Brault, Yves; Iwaniuk, Ewa; Lapinska, Magdalena; Maslowska, Magdalena; Dobryniewski, Jacek; Gold, Michael; Maciejowski, Maciej; Rabe, Christina; Alibasic, Enisa; Krause, Friedemann; Hanon, Jason; Wright, Joanna; Srivastava, Jyoti; Simon, Maryline; Batrla-Utermann, Richard; Schmid, Silvia Barbara; Wahl, Simone; Eichenlaub, Udo; Neuhold, Verena; Kilimann, Ingo; Teipel, Stefan; Peter, Clemens; Van Houdt, Dianne Stephanie; Richard, Edo; Birahy, Jordy; Smedinga, Marthe; Pascale, Reli; Bemelmans, Sonja; Beukers, Stephanie; Van Oijen, Wim; Lucka, Katarzyna; Rejdak, Konrad; Stjepanovic-Agovic, Aleksandra; Cohen, Caroline; Mockwitz, Cornelia; Delalonde, Frederic; Clavier, Isabelle; Dedieu, Jean-François; Mazuranok, Laurence; Hamdani, Nacera; Piton, Nathalie; Rocolle, Philippe; Hahn, Romain; Díaz, Carlos; Callado, Estefanía; Coll, Nina; Subirats, Nuria; Ramasastry, Saira; Pla, Sandra; Fischer, Achim; Schwarz, Adam; Bowtell, Alex; Chiucchiuini, Antonella; Andersson, Henrik; Naylor, Melissa; Khudyakov, Polyna; Perinpanayagam, Rajan; Zhong, Wei; Feldman, Howard; Tara, Tristy; Grimmer, Timo; Brayne, Carol; Ash, David; Chan, Dennis; Barham, Emma; Casy, Guy; O'Brien, John; Wilson, Judith; Pilgrim, Lesley; York, Michele; Smailagic, Nadja; Brenman, Natassia; Geach, Peter; Farmer, Philippa; Schaeffer, Renata; Milne, Richard; Atkinson, Sally; Findon, Sarah; Taylor, Sarah; Badger, Shirlene; Black, Susan; Edwards, Tazuko; Clark, Will; Sahin, Zeynep; Boroojerdi, Babak; Greve, Bernhard; Derouane, Daphne; Marquet, David; Streffer, Johannes; Angrosch, Katharina; Delval, Mireille; Verplancke, Peter; Dresse, Simon; Zanigni, Stefano; McCabe, Suzanne; Fox, Nick; Markiewicz, Pawel; Kramer, Joel; Erlhoff, Sabrina; Schaffer, Michael; Waldman, Adam; Kennedy, Alan; Kodiak, Andy; Noble, Angela; Anderson, Anna; Borthwick, Anna; Hall, Anne; Bruce, Bill; McTeir, Brian; Di Perri, Carol; Sudlow, Cathie; Kippen, Chloe; Dolan, Clare; Ritchie, Craig; Hill, David; Matheson, David; Young, Doug; Souri, Eirini; Mcmaster, Ellie; Delpon, Emilie; Law, Emma; Munro, Emma; Campbell, Fiona; Edler, Fiona; Scott, Fiona; Terrera, Graciela Muniz; Jobse, Hannah; Milligan, Hazel; Topiwala, Hinesh; Marriage, Howard; Manson, Jean; Middleton, Jen; Swiderska, Joanna; Wardlaw, Joanna; MacConnell, Joanne; Syson, Judi; Edwards, Julie; Forsyth, Kate; Carruthers, Kathryn; Hervy, Katia; Wells, Katie; Draper, Kristy; Doull, Laura; Petrie, Laura; Niezynski, Lesley; Hampton, Lindsay; Koutsoventi, Loukia; Stirland, Lucy; Bucukoglu, Marise; Boughey, Molly; Jenkins, Natalie; Duncan, Neil; Fullerton, Neil; Mitchell, Neil; French, Ray; Flory, Rebecca; Buchan, Ruaridh; Al Shahi-Salman, Rustam; Danso, Samuel; Gregory, Sarah; Sparks, Sarah; Saunders, Stina; Shepherd, Susan; Watermeyer, Tamlyn; MacGillivray, Tom; Russ, Tom; Saunders, Tyler; Renton, Val; Leslie, Vikki; Dzerzga, Alexander; Doelle, Britta; Gatzke, Christel; Escher, Clause; Schneider, Denise; Sannemann, Lena; Thelen, Manuela; Schreiner-Kaub, Petra; Stockter, Simone; Thielking, Susan; Mueller, Theresa; Jessen, Frank; Toja, Andrea; Chipi, Elena; Farotti, Lucia; Parnetti, Lucilla; Lancaster, Owen; Brookes, Anthony J.; Berry, Brian; Veal, Colin; Thangavelu, Dhiwagaran; Sole, Jon; Adams, Marie; Maini, Monika; Ketcher, Nickie; Ketcher, Nicola A.; Ladas, Vagelis; Agogue, Alexandra; Campillo, Ana; Schmalz, Andreas; Auschra, Bianca; Pirotte, Blanche; Trombert, Christine; Genaro, Daria; Canzoneri, Elisa; Albanese, Emiliano; Vilarino, Estefania; Frisoni, Giovanni Battista; Sturzmann, Jennyfer; Mauri, Margherita; Boccardi, Marina; Boillat, Mathilde; Parapini, Maura MP.; Almici, Monica; Andryszak, Paulina; Haller, Sven; Stevanovic, Tatjana; Kipps, Christopher; Jackson, Susan; Frick, Charlotte; Zetterberg, Henrik; Blennow, Kaj; Petersson, Linnea; Berglund, Maria; Kern, Silke; Radford, Alexandra; Venneri, Annalena; Sidebottom, Joanne; Easton, Patrick; Clegg, Rosie; Kullur, Walter; Hartley, Tom; Chinner, Amy; Markova, Antoniya; Sexton, Ash; Jenkins, Caroline; Mackay, Clare; Prescott, Corinne; Ruvolo, David; Gheorghe, Delia; Murphy, Denis; Pope, Gem; Cane, Gill; Wells, Gill; Koychev, Ivan; Blane, Jasmine; Lawson, Jennifer; Gallacher, John; Ballaminut, Juliana; Lowen, Justin; Westphal, Karla; Shepherd, Katherine; McNamee, Kay; Wolters, Leona; Ben Yehuda, Michael; Morgan, Natalie; Haque, Nyla; Burton, Patricia; Bauermeister, Sarah; Hoosdally, Sarah; Forster, Shona; Osborne, Tequila; Raymont, Vanessa; van den Eynde, Ann; Engelborghs, Sebastiaan; Vandenberghe, Rik; Schildermans, Carine; Wink, Alle Meije; Van der Wal, André; Hazelebach, Aniko; Leeuwis, Anna Elisabeth; De Boer, Casper; Heeman, Fiona; Barkhof, Frederik; Lopes-Alves, Isadora; Van Leur, Jeroen; Meulen, Lea Ter; Vermunt, Lisa; Lorenzini, Luigi; Collij, Lyduine Eisa; Kate, Mara Ten; Van Houten, Martijn; Stellingwerff, Menno; Hermans, Merel; Telkamp, Michel; Prins, Niels; Scheltens, Philip; Visser, Pieter Jelle; Ingala, Silvia; Van Veen, Wendy; McDonald, Michelle; Taylor, Clare; Morrison, Genevieve; Golemme, Mara; Malhotra, Paresh; Mahalingam, Sithuya; Van Broechhoven, Christine; Goeman, Johan; Wittebolle, Wendy |
| Publisher Information: | Elsevier |
| Publication Year: | 2026 |
| Collection: | Cardiff University: ORCA (Online Research @ Cardiff) |
| Description: | Background:The glymphatic system plays a critical role in brain waste clearance and health. Diffusion tensor imaging along the perivascular space (DTI-ALPS) is an emerging approach to assess glymphatic function, but manual analysis is limited by its subjectivity and laboriousness in clinical practice. To address these challenges, we developed a deep learning-enhanced DTI-ALPS (dALPS) method that automates and enhances measurement of DTI-ALPS in large-scale cohorts, enabling us to uncover its genetic and environmental determinants.Methods:We proposed an automated workflow combining convolutional neural network (CNN) and You Only Look Once (YOLO) for region-of-interest detection in DTI images. Using this method, we calculated dALPS index for over 65,000 participants from UK Biobank and multiple cohorts, and performed a genome-wide association study (GWAS). Additionally, we conducted transcriptome-wide association study (TWAS) and proteome-wide association study (PWAS) to explore the genetic and molecular underpinnings of glymphatic function. Associations between dALPS and demographic, lifestyle, and clinical traits were comprehensively evaluated. Mediation analysis was conducted to explore the potential mediating role of pharmacological treatments, including antidepressants and sleep medications, in the relationship between disease status and dALPS outcomes.Findings:Our automated dALPS index showed excellent reliability and reproducibility compared to conventional manual techniques (intraclass correlation coefficient = 0·95). We observed that the dALPS index was associated with a wide range of body composition measures and brain structures across different age groups and sex. GWAS identified five significant genetic loci associated with dALPS, two of which were replicated in an independent dataset. Subsequent TWAS and PWAS analyses highlighted potential causal genes and proteins linked to brain fluid dynamics. We found that higher healthy lifestyle index (HLI) was positively correlated with improved dALPS, and ... |
| Document Type: | article in journal/newspaper |
| File Description: | application/pdf |
| Language: | English |
| Relation: | https://orca.cardiff.ac.uk/id/eprint/184570/1/1-s2.0-S2352396426000149-main.pdf; Lin, Cha, Wu, Hao, Xian, Wenbiao, Zheng, Yifan, Du, Wenxuan, Chen, Xinyi, Li, Jinxia, Chen, Weineng, Lin, Lishan, Su, Fengjuan, Pei, Zhong, Liu, Ganqiang, Weiner, Michael, Aisen, Paul, Petersen, Ronald, Weiner, Michael, Aisen, Paul, Petersen, Ronald, Jack, Clifford R., Jagust, William, Landau, Susan, Rivera-Mindt, Monica, Okonkwo, Ozioma, Shaw, Leslie M., Lee, Edward B., Toga, Arthur W., Beckett, Laurel, Harvey, Danielle, Green, Robert C., Saykin, Andrew J., Nho, Kwangsik, Perrin, Richard J., Tosun, Duygu, Sachdev, Pallavi, Green, Robert C., Montine, Tom, Conti, Cat, Weiner, Michael W., Nosheny, Rachel, Fockler, Juliet, Miller, Melanie J., Kwang, Winnie, Jin, Chengshi, Diaz, Adam, Ashford, Miriam, Petersen, Ronald, Aisen, Paul, Rafii, Michael, Raman, Rema, Jimenez, Gustavo, Donohue, Michael, Salazar, Jennifer, Fidell, Andrea, Boatwright, Virginia, Robison, Justin, Zimmerman, Caileigh, Cabrera, Yuliana, Walter, Sarah, Clanton, Taylor, Shaffer, Elizabeth, Webb, Caitlin, Hergesheimer, Lindsey, Smith, Stephanie, Ogwang, Sheila, Adegoke, Olusegun, Mahboubi, Payam, Pizzola, Jeremy, Jenkins, Cecily, Beckett, Laurel, Harvey, Danielle, Donohue, Michael, Saito, Naomi, Diaz, Adam, Hussen, Kedir Adem, Okonkwo, Ozioma, Rivera-Mindt, Monica, Parkins, Shaniya, Ayo, Omobolanle, Germano, Kaori Kubo, Strong, Joe, Guzman, Vanessa, Ajayi, Adeyinka, di Benedetto, Joseph, Talavera, Sandra, Jack, Clifford R., Felmlee, Joel, Fox, Nick C., Thompson, Paul, DeCarli, Charles, Forghanian-Arani, Arvin, Borowski, Bret, Reyes, Calvin, Hedberg, Caitie, Ward, Chad, Schwarz, Christopher, Reyes, Denise, Gunter, Jeff, Moore-Weiss, John, Kantarci, Kejal, Matoush, Leonard, Senjem, Matthew, Vemuri, Prashanthi, Reid, Robert, Malone, Ian, Thomopoulos, Sophia I., Nir, Talia M., Jahanshad, Neda, Knaack, Alexander, Fletcher, Evan, Harvey, Danielle, Tosun-Turgut, Duygu, Chen, Stephanie Rossi, Choe, Mark, Yushkevich, Paul A., Das, Sandhitsu, Jagust, William, Landau, Susan, Koeppe, Robert A., Rabinovici, Gil, Villemagne, Victor, LoPresti, Brian, Perrin, Richard J., Morris, John, Franklin, Erin, Bernhardt, Haley, Cairns, Nigel J., Taylor-Reinwald, Lisa, Shaw, Leslie, Lee, Edward B., Korecka, Magdalena, Brylska, Magdalena, Wan, Yang, Toga, Arthur W., Crawford, Karen, Neu, Scott, Saykin, Andrew J., Nho, Kwangsik, Foroud, Tatiana M., Jo, Taeho, Risacher, Shannon L., Craft, Hannah, Apostolova, Liana G., Nudelman, Kelly, Faber, Kelley, Lacy, Kaci, Kaddurah-Daouk, Rima, Shen, Li, Soleimani-Meigooni, David, la Joie, Renaud, Chiotis, Konstantinos, Raya, Maison Abu, Vrillon, Agathe, Windon, Charles, Lagarde, Julien, Lin, Zoe, Hills, Aidyn Rose, Karlawish, Jason, Erickson, Claire, Grill, Joshua, Weiner, Michael W., Thal, Leon, Kachaturian, Zaven, Frank, Richard, Snyder, Peter J., Buckholtz, Neil, Hsiao, John K., Ryan, Laurie, Molchan, Susan, Khachaturian, Zaven, Carrillo, Maria, Potter, William, Barnes, Lisa, Marie, undefined, Bernard, Hector, González, undefined, Ho, Carole, Hsiao, John K., Jackson, Jonathan, Masliah, Eliezer, Masterman, Donna, Okonkwo, Ozioma, Perrin, Richard, Ryan, Laurie, Silverberg, Nina, Silbert, Lisa, Kaye, Jeffrey, White, Sylvia, Pierce, Aimee, Thomas, Amy, Clay, Tera, Schwartz, Daniel, Devereux, Gillian, Ryan, Jennifer, Nguyen, Mike, DeCapo, Madison, Shang, Yanan, Schneider, Lon, Munoz, Cynthia, Ferman, Diana, Conant, Carlota, Martin, Katherin, Oleary, Kristin, Pawluczyk, Sonia, Trejo, Elizabeth, Dagerman, Karen, Teodoro, Liberty, Becerra, Mauricio, Fairooz, Madiha, Garrison, Sonia, Boudreau, Julia, Avila, Yair, Brewer, James, Jacobson, Aaron, Gama, Antonio, Kim, Chi, Little, Emily, Frascino, Jennifer, Ferng, Nichol, Trujillo, Socorro, Heidebrink, Judith, Koeppe, Robert, MacDonald, Steven, Malyarenko, Dariya, Ziolkowski, Jaimie, O'Connor, James, Robert, Nicole, Lowe, Suzan, Rogers, Virginia, Petersen, Ronald, Hackenmiller, Barbara, Boeve, Bradley, Albers, Colleen, Kreuger, Connie, Jones, David, Knopman, David, Botha, Hugo, Magnuson, Jessica, Graff-Radford, Jonathan, Crawley, Kerry, Schumacher, Michael, McKinzie, Sanna, Smith, Steven, Helland, Tascha, Lowe, Val, Ramanan, Vijay, Pavlik, Valory, Faircloth, Jacob, Bishop, Jeffrey, Nath, Jessica, Chaudhary, Maria, Kataki, Maria, Yu, Melissa, Pacini, Nathiel, Barker, Randall, Brooks, Regan, Aggarwal, Ruchi, Honig, Lawrence, Stern, Yaakov, Mintz, Akiva, Cordona, Jonathan, Hernandez, Michelle, Long, Justin, Arnold, Abbey, Groves, Alex, Middleton, Anna, Vogler, Blake, McCurry, Cierra, Mayo, Connie, Raji, Cyrus, Amtashar, Fatima S., Klemp, Heather, Elmore, Heather Nicole, Ruszkiewicz, James, Kusuran, Jasmina, Stewart, Jasmine, Horenkamp, Jennifer, Greeson, Julia, Wever, Kara, Vo, Katie, Larkin, Kelly, Rao, Lesley, Schoolcraft, Lisa, Gallagher, Lora, Paczynski, Madeline, McMillan, Maureen, Holt, Michael, Gagliano, Nicole, Henson, Rachel, LaBarge, Renee, Swarm, Robert, Munie, Sarah, Cepeda, Serena, Winterton, Stacey, Hegedus, Stephen, Wilson, TaNisha, Harte, Tanya, Bonacorsi, Zach, Geldmacher, David, Watkins, Amber, Barger, Brandi, Smelser, Bryan, Bates, Charna, Stover, Cynthia, McKinley, Emily, Ikner, Gregory, Hendrix, Haley, Cooper, Harold Matthew, Mahaffey, Jennifer, Robbins, Lindsey Booth, Ashley, Loren Brown, Natelson-Love, Marissa, Carter, Princess, Solomon, Veronika, Grossman, Hillel, Groome, Alexandra, Ardolino, Allison, Kaplan, Anthony, Sheppard, Faye, Burgos-Rivera, Genesis, Garcia-Camilo, Gina, Lim, Joanne, Neugroschl, Judith, Jackson, Kimberly, Evans, Kirsten, Soleimani, Laili, Sano, Mary, Ghesani, Nasrin, Binder, Sarah, Apuango, Xiomara Mendoza, Sood, Ajay, Troutman, Amelia, Blanchard, Kimberly, Richards, Arlene, Nelson, Grace, Hendrickson, Kirsten, Yurko, Erin, Plenge, Jamie, Rufo, Victoria, Shah, Raj, Duara, Ranjan, Lynch, Brendan, Chirinos, Cesar, Dittrich, Christine, Campbell, Debbie, Mejia, Diego, Perez, Gilberto, Colvee, Helena, Gonzalez, Joanna, Gondrez, Josalen, Knaack, Joshua, Acevedo, Mara, Cereijo, Maria, Greig-Custo, Maria, Villar, Michelle, Wishnia, Morris, Detling, Sheryl, Barker, Warren, Albert, Marilyn, Moghekar, Abhay, Rodzon, Barbara, Demsky, Corey, Pontone, Gregory, Pekar, Jim, Farrington, Leonie, Pomper, Martin, Johnson, Nicole, Alo, Tolulope, Sadowski, Martin, Ulysse, Anaztasia, Masurkar, Arjun, Marti, Brittany, Mossa, David, Geesey, Emilie, Petrocca, Emily, Schulze, Evan, Wong, Jennifer, Boonsiri, Joseph, Kenowsky, Sunnie, Martinez, Tatianne, Briglall, Veronica, Doraiswamy, P. Murali, Nwosu, Adaora, Adhikari, Alisa, Hellegers, Cammie, Petrella, Jeffrey, James, Olga, Wong, Terence, Hawk, Thomas, Vaishnavi, Sanjeev, McCoubrey, Hannah, Nasrallah, Ilya, Rovere, Rachel, Maneval, Jeffrey, Robinson, Elizabeth, Rivera, Francisco, Uffelman, Jade, Combs, Martha, O'Donnell, Patricia, Manning, Sara, King, Richard, Nieto, Alayne, Glueck, Amanda, Mandal, Anjana, Swain, Audrie, Gamble, Bethanie, Meacham, Beverly, Forenback, Denece, Ross, Dorothy, Cheatham, Elizabeth, Hartman, Ellen, Cornell, Gary, Harp, Jordan, Ashe, Laura, Goins, Laura, Watts, Linda, Yazell, Morgan, Mandal, Prabin, Buckler, Regan, Vincent, Sylvia, Rudd, Triana, Lopez, Oscar, Malia, Ann Arlene, Chiado, Caitlin, Zik, Cary, Ruszkiewicz, James, Savage, Kathleen, Fenice, Linda, Oakley, MaryAnn, Tacey, Paige C., Berman, Sarah, Bowser, Sarah, Hegedus, Stephen, Saganis, Xanthia, Porsteinsson, Anton, Mathewson, Abigail, Widman, Asa, Holvey, Bridget, Clark, Emily, Morales, Esmeralda, Young, Iris, Ruszkiewicz, 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Williams, Arthur, Long, Campbell, Long, Rebecca, Newhouse, Paul, Hill, Sydni Jenee, Boegel, Amy, Seshadri, Sudha, Saklad, Amy, Jones, Floyd, Hu, William, Sotelo, V., Rojas, Yaneicy Gonazalez, Mintzer, Jacobo, Longmire, Crystal Flynn, Spicer, Kenneth, Tennigkeit, Frank, Pfeifer, Andrea, Vincenzetti, Christine, Monin, Fabien, Maitra, Gautam, O'Sullivan, Joseph, Teligladas, Alex, Diaz, Ana, Bintener, Christophe, Birck, Cindy, Gove, Dianne, Georges, Jean, Ellis, Katherine, Peulen, Stefanie, Danasi, Eva, Vlachos, Georgios, Scarmeas, Nicolaos, Mencik, Alexandre, Ng, Cynthia, Picard, Hernan J., Ericson, Mats, Gaunt, Matt, Pourbaix, Nicolas, Lenz, Rob, Eyraud, Rodolphe, McGarrity, Ross, Chauvet, Veronique, Allouche, Ala-Eddine, Le Balanger, Béatrice, Dubois, Bruno, Benmansour, Edith, Nyasse, Francis, Filali, Hicham, Youssef, Ihsen, Ameil, Leslie, Dubois, Marion, Lajaail, Nabila, Nyasse, Nabila, Younsi, Nadja, Talla, Patrick Feukam, Benadjaoud, Souza, Lehericy, Stephane, Beshelemu, Tatiana Akake, Alonso, Belén Garcia, Molina, Bet, Sherriff, Ian, Pesini, Pedro, Tirado, Pedro, Pérez, Virgina, McNeill, Alan, Gibson, Alicia, Fox, Andrew, Overduin, Bert, Lee, Christine, Allan, David, Taylor, David, McDonald, Emma, Peaker, Harry, O'Hanlon, Karen, Thornton, Karen, Harper, Lorna, Brankin, Pamela, Bryce, Robert, Barnes, Rodrigo, Callado, Ana Belén, Radoi, Andreea, Beteta, Annabella, Navarro, Arcadi, Blasco, Beatriz, Herrero, Carolina, Minguillon, Carolina, Arenaza, Eider, Nebot, Eva, Huesa, Gema, Blasco, Gemma Salvadó, Oliver, Gloria, Benavides, Gonzalo Sánchez, Operto, Gregory, Knezevic, Iva, Camí, Jordi, Molinuevo, Jose Luis, Gispert, Juan Domingo, Pereda, Julieta, Fauria, Karine, Tenas, Laia, Shekari, Mahnaz, Buongiorno, Maria Teresa, Escrivà, Maria, Milà, Marta, Santos, Meritxell, Montserrat, Monica, Alegret, Montse, Cadevall, Neus, Carranza, Noemí, Rivera, Oriol Grau, Marne, Paula, Petrone, Paula, Cacciaglia, Raffaele, Menezes-Cabral, Sofia, Wendelberger, Barbara, 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Lindner, Katja, Peters, Oliver, Leroy, Melanie, Pasquier, Florence, Laforce, Manon, Gabelle, Audrey, Grasselli, Caroline, Leger, Charlotte, Gillet, Aurelie, Cadiet, Christelle, Boutoleau, Claire, Guiguen, Manon, Chaigneau, Rachel, Muraz, Romain, Melcion, Samia, Charriau, Tiphaine, Dinthilac, Béatrice, Rieunier, Brune, Vellas, Bruno, Coulange, Camille, Pennetier, Delphine, Carrie, Isabelle, Lapeyre, Julien Delrieu, Saint-Aubert, Laure, Del Campo, Natalia, Batonneau, Nicole, Ousset, Pierre Jean, Andrieu, Sandrine S.A., Mourgues, Sophie, Montoya, Genoveva, Riverol, Mario, Blasco, Virginia, Gerrish, Amy, Majouni, Elisa, Sheppard, Felicity, Menzies, Georgina https://orca.cardiff.ac.uk/view/cardiffauthors/A2286599E.html orcid:0000-0002-6600-6507 orcid:0000-0002-6600-6507, Oldham, Harriet, Williams, Julie, Sexton, Keith, Sims, Rebecca, Jones, Sian, Head, Steven, Bowen, Teresa, Cushion, Thomas, Scott-Price, Valentina, Chetelat, Gael, Saver, Ami, Albala, Bruce, Fry, Danielle, Potter, Eve, 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Baptiste, Dumurgier, Julien, Indart, Sandrine, Slama, Yaël, Fayel, Alexandra, Luscan, Gerald, Hurst, Hannah, Eshelby, James, Gameiro, Mariana, Mirza, Max, Krylova, Olga, Drap, Olivier, Marrone, Paul, Schindler, Rachel, Brault, Yves, Iwaniuk, Ewa, Lapinska, Magdalena, Maslowska, Magdalena, Dobryniewski, Jacek, Gold, Michael, Maciejowski, Maciej, Rabe, Christina, Alibasic, Enisa, Krause, Friedemann, Hanon, Jason, Wright, Joanna, Srivastava, Jyoti, Simon, Maryline, Batrla-Utermann, Richard, Schmid, Silvia Barbara, Wahl, Simone, Eichenlaub, Udo, Neuhold, Verena, Kilimann, Ingo, Teipel, Stefan, Peter, Clemens, Van Houdt, Dianne Stephanie, Richard, Edo, Birahy, Jordy, Smedinga, Marthe, Pascale, Reli, Bemelmans, Sonja, Beukers, Stephanie, Van Oijen, Wim, Lucka, Katarzyna, Rejdak, Konrad, Stjepanovic-Agovic, Aleksandra, Cohen, Caroline, Mockwitz, Cornelia, Delalonde, Frederic, Clavier, Isabelle, Dedieu, Jean-François, Mazuranok, Laurence, Hamdani, Nacera, Piton, Nathalie, Rocolle, Philippe, 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Lorenzini, Luigi, Collij, Lyduine Eisa, Kate, Mara Ten, Van Houten, Martijn, Stellingwerff, Menno, Hermans, Merel, Telkamp, Michel, Prins, Niels, Scheltens, Philip, Visser, Pieter Jelle, Ingala, Silvia, Van Veen, Wendy, McDonald, Michelle, Taylor, Clare, Morrison, Genevieve, Golemme, Mara, Malhotra, Paresh, Mahalingam, Sithuya, Van Broechhoven, Christine, Goeman, Johan and Wittebolle, Wendy 2026. Deep learning enhanced ALPS reveals genetic and environmental factors of brain glymphatic function. EBioMedicine 124 , 106133. 10.1016/j.ebiom.2026.106133 https://doi.org/10.1016/j.ebiom.2026.106133 file https://orca.cardiff.ac.uk/id/eprint/184570/1/1-s2.0-S2352396426000149-main.pdf |
| DOI: | 10.1016/j.ebiom.2026.106133 |
| Availability: | https://orca.cardiff.ac.uk/id/eprint/184570/; https://doi.org/10.1016/j.ebiom.2026.106133 |
| Rights: | cc_by_nc_nd_4_0 |
| Accession Number: | edsbas.42F44690 |
| Database: | BASE |