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Genetic association analysis identifies variants associated with disease progression in primary sclerosing cholangitis
Alberts, Rudi , Vries, Elisabeth M. G. de, Goode, Elizabeth C. , Jiang, Xiaojun , Sampaziotis, Fotis , Rombouts, Krista , Böttcher, Katrin , Folseraas, Trine , Weismüller, Tobias J. , Alexander, Graeme, Alvaro, Domenico , Bergquist, Annika , Björkström, Niklas K. , Beuers, Ulrich , Boberg, Kirsten Muri , Bowlus, Christopher L. , Bragazzi, Maria Consiglia , Chazouillères, Olivier , Cheung, Angela , Dalekos, Georgios, Eaton, John E. , Eksteen, Bertus , Ellinghaus, David , Färkkilâ, Martti , Festen, Eleonora A. , Floreani, Annarosa , Franceschet, I., Gotthardt, Daniel , Hoek, Bart van , Holm, Kristian , Hov, Johannes R. , Imhann, Floris , Juran, Brian D., Lenzen, Henrike , Marschall, Hanns–Ulrich , Marzioni, Marco , Melum, Espen , Milkiewicz, Piotr , Müller, Tobias , Parés, Albert , Rupp, Christian , Rust, Christian, Sandford, Richard , Schrumpf, Erik, Silverberg, Mark S. , Srivastava, Brijesh, Sterneck, Martina , Teufel, Andreas , Vallier, Ludovic , Verheij, Joanne , Vila, Arnau Vich , Vries, Boudewijn de, Zachou, Kalliopi , Chapman, Roger W. , Manns, Michael P. , Rushbrook, Simon, Anderson, Carl A. , Karlsen, Tom H. , Ponsioen, Cyriel Y. , Weersma, Rinse K. , Eaton, John, Lazaridis, Konstantinos N. , Ellinghaus, David , Bowlus, Christopher L , Marzioni, Marco , Mason, Andrew L. , Wang, Weiwei , Bjornsson, Einar Stefan , Carbone, Marco , Dalekos, Georgios, Hirschfield, Gideon M. , Hohenester, Simon D. , Invernizzi, Pietro , Lieb, Wolfgang , Liu, Jimmy Z. , Schramm, Christoph , Schreiber, Stefan , Pinzani, Massimo , Franke, André , Bergquist, Annika , Milkiewicz, Piotr , Alvaro, Domenico , Hov, Johannes R , Anderson, Carl A

Gut | August 4, 2017 | Volume: 67 | Issue: 8 | Pages: 1517-1524

10.1136/gutjnl-2016-313598 | PMID 28779025 Get It

Objective Primary sclerosing cholangitis (PSC) is a genetically complex, inflammatory bile duct disease of largely unknown aetiology often leading to liver transplantation or death. Little is known about the genetic contribution to the severity and progression of PSC. The aim of this study is to identify genetic variants associated with PSC disease progression and development of complications. Design We collected standardised PSC subphenotypes in a large cohort of 3402 patients with PSC. After quality control, we combined 130 422 single nucleotide polymorphisms of all patients—obtained using the Illumina immunochip—with their disease subphenotypes. Using logistic regression and Cox proportional hazards models, we identified genetic variants associated with binary and time-to-event PSC subphenotypes. Results We identified genetic variant rs853974 to be associated with liver transplant-free survival (p=6.07×10–9). Kaplan-Meier survival analysis showed a 50.9% (95% CI 41.5% to 59.5%) transplant-free survival for homozygous AA allele carriers of rs853974 compared with 72.8% (95% CI 69.6% to 75.7%) for GG carriers at 10 years after PSC diagnosis. For the candidate gene in the region, RSPO3, we demonstrated expression in key liver-resident effector cells, such as human and murine cholangiocytes and human hepatic stellate cells. Conclusion We present a large international PSC cohort, and report genetic loci associated with PSC disease progression. For liver transplant-free survival, we identified a genome-wide significant signal and demonstrated expression of the candidate gene RSPO3 in key liver-resident effector cells. This warrants further assessments of the role of this potential key PSC modifier gene.
Fatal Carney Complex in Siblings Due to De Novo Large Gene Deletion
Stelmachowska‐Banaś, Maria , Zgliczyński, Wojciech , Tutka, Piotr , Carney, J. Aidan, Korbonits, Márta

The Journal of Clinical Endocrinology & Metabolism | July 26, 2017 | Volume: 102 | Issue: 11 | Pages: 3924-3927

10.1210/jc.2017-01045 | PMID 28973408 Get It

Abstract Context Carney complex (CNC) is a rare multiple neoplasia syndrome involving cardiac, endocrine, neural, and cutaneous tumors and a variety of pigmented skin lesions. CNC can be inherited as an autosomal dominant trait, but in about one-third of patients, the disease is caused by de novo mutation in the PRKAR1A gene localized on chromosome 17q22-24. Most of the mutations include single base substitutions and small deletions/insertions not exceeding 15 base pairs. Recently, large germline PRKAR1A deletions have been described and may cause a more severe phenotype. Case Description Herein, we report the cases of two siblings with CNC with a de novo large deletion of 107 kb at 17q24.2 associated with acromegaly in both and primary pigmented nodular adrenocortical disease, cardiac myxoma, and lethal metastatic melanotic schwannian tumor at the age of 27 years in one of them, supporting the hypothesis that large deletions of PRKAR1A lead to severe disease. Conclusions To our knowledge, this is the first description of familial CNC in siblings in which neither parent carried the deletion in blood-derived DNA, suggesting that one of them had germ cell mosaicism for this deletion. Testing for large gene deletions should be obtained in all patients who meet the diagnostic criteria for CNC but do not have a PRKAR1A mutation by Sanger sequencing.
Body mass index and breast cancer survival: a Mendelian randomization analysis
Guo, Qi , Burgess, Stephen , Bolla, Manjeet K. , Wang, Qin , Abraham, Jean , Aittomäki, Kristiina, Andrulis, Irene L. , Apicella, Carmel, Berg, Christine D. , Blomqvist, Carl , Bojesen, Stig E. , Brand, Judith S. , Brenner, Hermann , Burwinkel, Barbara , Caldas, Carlos , Campa, Daniele , Canzian, Federico , Chang‐Claude, Jenny , Couch, Fergus J. , Darabi, Hatef, Diver, W. Ryan , Earl, Helena , Eccles, Diana M, Ekici, Arif B. , Eriksson, Mikael , Evans, D. Gareth , Fasching, Peter A. , Figueroa, Jonine D. , Flesch‐Janys, Dieter, Flyger, Henrik, Gapstur, Susan M. , Gaudet, Mia M. , Glendon, Gord, Grip, Mervi, Haeberle, Lothar, Haiman, Christopher A., Hamann, Ute, Hankinson, Susan E. , Hein, Alexander , Hiller, Louise , Hogervorst, Frans B.L., Holleczek, Bernd , Hooning, Maartje J. , Hoover, Robert N. , Humphreys, Keith , Hunter, David J., Hüsing, Anika , Jakubowska, Anna , Jukkola‐Vuorinen, Arja , Kabisch, Maria, Investigators, kConFab/AOCS, Knight, Julia A. , Koppert, Linetta B. , Kosma, Veli‐Matti , Kristensen, Vessela N. , Lambrechts, Diether , Li, Jingmei , Lindblom, Annika , Lindström, Sara, Lissowska, Jolanta , Lubiński, Jan , Machiela, Mitchell J. , Mannermaa, Arto, Manoukian, Siranoush , Margolin, Sara , Marmé, F., McLean, Catriona , Menéndez, Primitiva, Mulligan, Anna Marie , Muranen, Taru , Neven, Patrick , Nielsen, Sune F. , Nordestgaard, Børge G. , Perez, Jose IA, Peterlongo, Paolo , Phillips, Kelly‐Anne , Poole, Christopher, Pylkäs, Katri , Radice, Paolo , Rüdiger, Thomas , Sawyer, Elinor J. , Schumacher, Fredrick R. , Seynaeve, Caroline, Shah, Mitul , Smeets, Ann , Southey, Melissa C. , Tollenaar, Rob A.�E.�M. , Tomlinson, Ian , Ulmer, Hans-Ulrich, Vachon, Celine M. , Ouweland, Ans MW van den, Veer, Laura J. van’t , Wildiers, Hans , Winqvist, Robert , Zamora, M. Pilar , Chenevix‐Trench, Georgia , Dörk, Thilo , Easton, Douglas F. , García‐Closas, Montserrat , Kraft, Peter , Hopper, John L. , Pharoah, Paul D.P., Eccles, Diana , Bowtell, David D.L. , Lambrechts, Diether , Vachon, Celine, Turman, Constance , Lush, Michael J. , Arndt, Volker , Benı́tez, Javier , Bonanni, Bernardo , Broeks, Annegien , Chanock, Stephen Jacob , Chin, Suet‐Feung , Couch, Fergus J. , Cox, Angela , Cross, Simon S. , Cybulski, Cezary , Czene, Kamila , Devilee, Peter , Dunning, Alison M. , Eriksson, Mikael , Giles, Graham G. , Gronwald, Jacek , Hall, Per N , Hankinson, Susan E. , Hartikainen, Jaana M. , Hooning, Maartje J. , Kaaks, Rudolf , Kataja, Vesa , Investigators, kConFab/AOCS, Marchand, Loı̈c Le , Mannermaa, Arto, Martens, John W.M. , Milne, Roger L. , Nevanlinna, Heli , Olson, Janet E. , Rahman, Nazneen , Rudolph, Anja , Seibold, Petra , Tsimiklis, Helen , Vachon, Celine M. , Willett, Walter C. , Zheng, Wei , Schmidt, Marjanka K. , Dörk, Thilo , Lambrechts, Diether , Peterlongo, Paolo , Hein, Alexander , Eccles, Diana , Radice, Paolo , Lissowska, Jolanta , Caldas, Carlos , Evans, D Gareth , Southey, Melissa C , Canzian, Federico , Jakubowska, Anna , Lambrechts, Diether , Brenner, Hermann , Li, Jingmei , Muranen, Taru A , García-Closas, Montserrat , Ekici, Arif B , Kraft, Peter , Chenevix-Trench, Georgia , Figueroa, Jonine D , Machiela, Mitchell J , Hüsing, Anika , Bowtell, David D , Pylkäs, Katri , Manoukian, Siranoush , Lubinski, Jan , Bojesen, Stig E , Phillips, Kelly-Anne , Wildiers, Hans , Mclean, Catriona , Lindblom, Annika , Sawyer, Elinor J

International Journal of Epidemiology | June 29, 2017 | Volume: 46 | Issue: 6 | Pages: 1814-1822

10.1093/ije/dyx131 | PMID 29232439 Get It

Serum extracellular vesicles contain protein biomarkers for primary sclerosing cholangitis and cholangiocarcinoma
Arbelaiz, Ander, Azkargorta, Mikel , Krawczyk, Marcin , Santos‐Laso, Álvaro , Lapitz, Ainhoa , Perugorria, María J. , González, Esperanza , Jiménez-Agüero, Raúl , Casta, Adelaida La , Ibarra, Cesar , Sanchez‐Campos, Alberto, Jimeno, J.P., Lammert, Frank , Milkiewicz, Piotr , Marzioni, Marco , Marı́n, José J.G. , Martínez, I. Mascarell, Elortza, Félix , Falcón‐Pérez, Juan Manuel , Bujanda, Luís , Bañales, Jesús M. , Erice, Oihane , Macı́as, Rocı́o I.R. , Patel, Tushar , Gores, Gregory J. , Marzioni, Marco , Banales, Jesus M , Falcón-Perez, Juan Manual , Milkiewicz, Piotr , Bujanda, L.

Hepatology | May 26, 2017 | Volume: 66 | Issue: 4 | Pages: 1125-1143

10.1002/hep.29291 | PMID 28555885 Get It

Cholangiocarcinoma (CCA) includes a heterogeneous group of biliary cancers with poor prognosis. Several conditions, such as primary sclerosing cholangitis (PSC), are risk factors. Noninvasive differential diagnosis between intrahepatic CCA and hepatocellular carcinoma (HCC) is sometimes difficult. Accurate noninvasive biomarkers for PSC, CCA, and HCC are not available. In the search for novel biomarkers, serum extracellular vesicles (EV) were isolated from CCA (n = 43), PSC (n = 30), or HCC (n = 29) patients and healthy individuals (control, n = 32); and their protein content was characterized. By using nanoparticle tracking analysis, serum EV concentration was found to be higher in HCC than in all the other groups. Round morphology (by transmission electron microscopy), size (∼180 nm diameter by nanoparticle tracking analysis), and markers (clusters of differentiation 9, 63, and 81 by immunoblot) indicated that most serum EV were exosomes. Proteome profiles (by mass spectrometry) revealed multiple differentially expressed proteins among groups. Several of these proteins showed high diagnostic values with maximum area under the receiver operating characteristic curve of 0.878 for CCA versus control, 0.905 for CCA stage I‐II versus control, 0.789 for PSC versus control, 0.806 for noncirhottic PSC versus control, 0.796 for CCA versus PSC, 0.956 for CCA stage I‐II versus PSC, 0.904 for HCC versus control, and 0.894 for intrahepatic CCA versus HCC. Proteomic analysis of EV derived from CCA human cells in vitro revealed higher abundance of oncogenic proteins compared to EV released by normal human cholangiocytes. Orthotopic implant of CCA human cells in the liver of immunodeficient mice resulted in the release to serum of EV containing some similar human oncogenic proteins. Conclusion : Proteomic signatures found in serum EV of CCA, PSC, and HCC patients show potential usefulness as diagnostic tools. (H epatology 2017;66:1125‐1143).
BRCA2 Hypomorphic Missense Variants Confer Moderate Risks of Breast Cancer
Mesman, Romy L.S. , Nicolai, Catharina Von , Ehlén, Åsa , Guidugli, Lucia, Martin, Charlotte , Calléja, Fabienne M.G.R., Hallberg, Emily, Hinton, Jamie, Lilyquist, Jenna , Hu, Chunling , Aalfs, Cora M. , Aittomäki, Kristiina, Andrulis, Irene L. , Beckmann, Matthias W. , Benı́tez, Javier , Bogdanova, Natalia , Bojesen, Stig E. , Bolla, Manjeet K. , Børresen‐Dale, Anne‐Lise , Brauch, Hiltrud , Brennan, Paul , Brenner, Hermann , Brouwers, Barbara , Brüning, Thomas , Burwinkel, Barbara , Chang‐Claude, Jenny , Chenevix‐Trench, Georgia , Cheng, Ching‐Yu , Choi, Ji‐Yeob , Collée, J. Margriet, Darabi, Hatef, Dörk, Thilo , Fasching, Peter A. , Figueroa, Jonine D. , Flyger, Henrik, García‐Closas, Montserrat , Glendon, Gord, Guénel, Pascal , Haiman, Christopher A., Hamann, Ute, Hartman, Mikael , Hogervorst, Frans B.L., Hopper, John L. , Jakubowska, Anna , Kang, Daehee , Kosma, Veli‐Matti , Kristensen, Vessela N. , Lai, Kah-Nyin, Lambrechts, Diether , Li, Jingmei , Lindblom, Annika , Lubiński, Jan , Macháčková, Eva , Mannermaa, Arto, Margolin, Sara , Matsuo, Keitaro , Miao, Hui , Michailidou, Kyriaki , Muir, Kenneth , Olswold, Curtis, Oosterwijk, Jan J.C., Osório, Ana , Peterlongo, Paolo , Peto, Julian , Pylkäs, Katri , Radice, Paolo , Rashid, Muhammad Usman , Rhenius, Valerie , Sangrajrang, Suleeporn , Sawyer, Elinor J. , Schmidt, Marjanka K. , Schoemaker, Minouk J. , Seynaeve, Caroline, Shah, Mitul , Shrubsole, Martha J. , Slager, Susan, Southey, Melissa C. , Swerdlow, Anthony J. , Teo, Soo‐Hwang , Tomlinson, Ian , Torres, Diana , Truong, Thérèse , Kolk, Lizet E. van der, Wang, Qin, Winqvist, Robert , Wu, Anna H. , Yu, Jyh‐Cherng , Zheng, Wei , Zheng, Ying , Leary, Jennifer, Walker, Logan C. , Foretová, Lenka , Claes, Kathleen , Varesco, Liliana , Moghadasi, Setareh , Easton, Douglas F. , Devilee, Peter , Vrieling, Harry , Monteiro, Álvaro N.A. , Goldgar, David E., Carreira, Aura , Vreeswijk, Maaike P.G. , Bowtell, David D.L. , Lambrechts, Diether , Shimelis, Hermela , Meeks, Huong , Anton‐Culver, Hoda , Arndt, Volker , Broeks, Annegien , Cox, Angela , Cross, Simon S. , Czene, Kamila , Dennis, Joe , dos‐Santos‐Silva, Isabel , Dunning, Alison M. , Giles, Graham G. , Hall, Per N , Hollestelle, Antoinette , Ito, Hidemi , Marchand, Loı̈c Le , Lophatananon, Artitaya , Mannermaa, Arto, Marmé, Frederik , Milne, Roger L. , Neuhausen, Susan L. , Nevanlinna, Heli , Olson, Janet E. , Pharoah, Paul D.P. , Rudolph, Anja , Shen, Chen‐Yang , Shu, Xiao‐Ou , Stram, Daniel O. , Asperen, Christi J. van , Wang, Qin, Fostira, Florentia , Spurdle, Amanda B. , Goldgar, David E., Couch, Fergus J. , Dörk, Thilo , Lambrechts, Diether , Peterlongo, Paolo , Teo, Soo H , Shrubsole, Martha J , Monteiro, Alvaro N , Swerdlow, Anthony J , Vreeswijk, Maaike P G , Radice, Paolo , Claes, Kathleen B M , Southey, Melissa C , Muir, Kenneth , Matsuo, Keitaro , Jakubowska, Anna , Lambrechts, Diether , Brenner, Hermann , Guénel, Pascal , Hartman, Mikael , Li, Jingmei , Torres, Diana , García-Closas, Montserrat , Schmidt, Marjanka K , Hu, Chunling , Michailidou, Kyriaki , Bogdanova, Natalia V , Benitez, Javier , Chenevix-Trench, Georgia , Zheng, Wei , Figueroa, Jonine D , Bowtell, David D , Pylkäs, Katri , Rashid, Muhammad U , Devilee, Peter , Lubinski, Jan , Bojesen, Stig E , Schoemaker, Minouk J , Truong, Therese , Brauch, Hiltrud , Lindblom, Annika , Sawyer, Elinor J , Kang, Daehee

Cancer Research | March 10, 2017 | Volume: 77 | Issue: 11 | Pages: 2789-2799

10.1158/0008-5472.can-16-2568 | PMID 28283652 Get It

Abstract Breast cancer risks conferred by many germline missense variants in the BRCA1 and BRCA2 genes, often referred to as variants of uncertain significance (VUS), have not been established. In this study, associations between 19 BRCA1 and 33 BRCA2 missense substitution variants and breast cancer risk were investigated through a breast cancer case–control study using genotyping data from 38 studies of predominantly European ancestry (41,890 cases and 41,607 controls) and nine studies of Asian ancestry (6,269 cases and 6,624 controls). The BRCA2 c.9104A>C, p.Tyr3035Ser (OR = 2.52; P = 0.04), and BRCA1 c.5096G>A, p.Arg1699Gln (OR = 4.29; P = 0.009) variant were associated with moderately increased risks of breast cancer among Europeans, whereas BRCA2 c.7522G>A, p.Gly2508Ser (OR = 2.68; P = 0.004), and c.8187G>T, p.Lys2729Asn (OR = 1.4; P = 0.004) were associated with moderate and low risks of breast cancer among Asians. Functional characterization of the BRCA2 variants using four quantitative assays showed reduced BRCA2 activity for p.Tyr3035Ser compared with wild-type. Overall, our results show how BRCA2 missense variants that influence protein function can confer clinically relevant, moderately increased risks of breast cancer, with potential implications for risk management guidelines in women with these specific variants. Cancer Res; 77(11); 2789–99. ©2017 AACR.
Trastuzumab Emtansine With or Without Pertuzumab Versus Trastuzumab Plus Taxane for Human Epidermal Growth Factor Receptor 2–Positive, Advanced Breast Cancer: Primary Results From the Phase III MARIANNE Study
Perez, Edith A. , Barrios, Carlos H. , Eiermann, W., Im, Young‐Hyuck , Conte, PierFranco , Pieńkowski, Tadeusz , Burris, Howard A. , Petersen, Jennifer, Stanzel, S, Strasak, Alexander, Patre, Monika, Ellis, Paul, Barrios, Carlos, Eiermann, Wolfgang, Toi, Masakazu , Pivot, Xavier, Burris, Howard, Petersen, Jennifer A, Stanzel, Sven, Martín, Miguel , Pivot, Xavier B. , Ellis, Paul, Conte, Pierfranco

Journal of Clinical Oncology | February 23, 2017 | Volume: 35 | Issue: 2 | Pages: 141-148

10.1200/jco.2016.67.4887 | PMID 28056202 Get It

Purpose Trastuzumab and pertuzumab are human epidermal growth factor receptor 2 (HER2) –targeted monoclonal antibodies, and trastuzumab emtansine (T-DM1) is an antibody–drug conjugate that combines the properties of trastuzumab with the cytotoxic activity of DM1. T-DM1 demonstrated encouraging efficacy and safety in a phase II study of patients with previously untreated HER2-positive metastatic breast cancer. Combination T-DM1 and pertuzumab showed synergistic activity in cell culture models and had an acceptable safety profile in a phase Ib and II study. Methods In the MARIANNE study, 1,095 patients with centrally assessed, HER2-positive, advanced breast cancer and no prior therapy for advanced disease were randomly assigned 1:1:1 to control (trastuzumab plus taxane), T-DM1 plus placebo, hereafter T-DM1, or T-DM1 plus pertuzumab at standard doses. Primary end point was progression-free survival (PFS), as assessed by independent review. Results T-DM1 and T-DM1 plus pertuzumab showed noninferior PFS compared with trastuzumab plus taxane (median PFS: 13.7 months with trastuzumab plus taxane, 14.1 months with T-DM1, and 15.2 months with T-DM1 plus pertuzumab). Neither experimental arm showed PFS superiority to trastuzumab plus taxane. Response rate was 67.9% in patients who were treated with trastuzumab plus taxane, 59.7% with T-DM1, and 64.2% with T-DM1 plus pertuzumab; median response duration was 12.5 months, 20.7 months, and 21.2 months, respectively. The incidence of grade ≥ 3 adverse events was numerically higher in the control arm (54.1%) versus the T-DM1 arm (45.4%) and T-DM1 plus pertuzumab arm (46.2%). Numerically fewer patients discontinued treatment because of adverse events in the T-DM1 arms, and health-related quality of life was maintained for longer in the T-DM1 arms. Conclusion T-DM1 showed noninferior, but not superior, efficacy and better tolerability than did taxane plus trastuzumab for first-line treatment of HER2-positive, advanced breast cancer.
1079Single-Nucleotide Polymorphism Associations in Common with Humoral and Cellular Immune Responses to Measles and Rubella Vaccines
Salk, Hannah M., Larrabee, Beth R. , Pankratz, Shane, Ovsyannikova, Inna G. , Poland, Gregory A.

Open Forum Infectious Diseases | February 2, 2017 | Volume: 1 | Issue: suppl_1 | Pages: S316-S317

10.1093/ofid/ofu052.787 Get It

Drawing analysis in the assessment of patients with neurodegenerative diseases
Sitek, Emilia J. , Narożańska, Ewa , Konieczna, Seweryna , Brockhuis, Bogna , Wieczorek, Dariusz , Sławek, Jarosław , Wszołek, Zbigniew K. , Sławek, Jarosław

Neurology | January 9, 2017 | Volume: 88 | Issue: 2 | Pages: 218-219

10.1212/wnl.0000000000003496 | PMID 28069975 Get It

Behavioral state classification in epileptic brain using intracranial electrophysiology
Křemen, Václav , Duque, Juliano J., Brinkmann, Benjamin H. , Berry, Brent , Kucewicz, Michał T. , Khadjevand, Fatemeh, Stead, Matt, Louis, Erik K. St. , Berry, Brent M, Van Gompel, Jamie, St Louis, Erik K, Gompel, Jamie J. Van , Worrell, Gregory A. , St Louis, E K , Brinkmann, Benjamin H , Kremen, Vaclav , Kucewicz, Michal

Journal of Neural Engineering | January 4, 2017 | Volume: 14 | Issue: 2 | Pages: 026001

10.1088/1741-2552/aa5688 | PMID 28050973 Get It

Abstract Objective . Automated behavioral state classification can benefit next generation implantable epilepsy devices. In this study we explored the feasibility of automated awake (AW) and slow wave sleep (SWS) classification using wide bandwidth intracranial EEG (iEEG) in patients undergoing evaluation for epilepsy surgery. Approach . Data from seven patients (age 34 ± 12 , 4 women) who underwent intracranial depth electrode implantation for iEEG monitoring were included. Spectral power features (0.1–600 Hz) spanning several frequency bands from a single electrode were used to train and test a support vector machine classifier. Main results . Classification accuracy of 97.8 ± 0.3% (normal tissue) and 89.4 ± 0.8% (epileptic tissue) across seven subjects using multiple spectral power features from a single electrode was achieved. Spectral power features from electrodes placed in normal temporal neocortex were found to be more useful (accuracy 90.8 ± 0.8%) for sleep-wake state classification than electrodes located in normal hippocampus (87.1 ± 1.6%). Spectral power in high frequency band features (Ripple (80–250 Hz), Fast Ripple (250–600 Hz)) showed comparable performance for AW and SWS classification as the best performing Berger bands (Alpha, Beta, low Gamma) with accuracy ⩾90% using a single electrode contact and single spectral feature. Significance . Automated classification of wake and SWS should prove useful for future implantable epilepsy devices with limited computational power, memory, and number of electrodes. Applications include quantifying patient sleep patterns and behavioral state dependent detection, prediction, and electrical stimulation therapies.
Evaluation of Polygenic Risk Scores for Breast and Ovarian Cancer Risk Prediction in BRCA1 and BRCA2 Mutation Carriers
Kuchenbaecker, Karoline , McGuffog, Lesley , Barrowdale, Daniel , Lee, Andrew , Soucy, Penny, Ramus, Susan J. , Terry, Mary Beth , Schmutzler, Rita K., Simard, Jacques , Pharoah, Paul D.P., Offit, Kenneth, Chenevix‐Trench, Georgia , Easton, Douglas F. , Antoniou, Antonis C, Nathanson, Katherine L. , Radice, Paolo , Jakubowska, Anna , Lubiński, Jan , Engel, Christoph , Durocher, Francine , Weitzel, Jeffrey N. , Olopade, Olufunmilayo I. , John, Esther M. , Southey, Melissa C. , Eeles, Rosalind A. , Benı́tez, Javier , Ganz, Patricia A. , Gómez, E. , Peterlongo, Paolo , Pensotti, Valeria , Giannini, Giuseppe , Jensen, Uffe Birk , Caligo, Maria A. , Ehrencrona, Hans , Adlard, Julian , Eccles, Diana , Mazoyer, Sylvie , Montagna, Marco , Teo, Soo‐Hwang , Rensburg, Elizabeth J. van , Dı́ez, Orland , Hoya, Miguel de la , Mulligan, Anna Marie , Konstantopoulou, Irene , Vijai, Joseph , Brunet, Joan , Kwong, Ava , James, Paul A. , Claes, Kathleen , Doorn, Helena C. van , Teixeira, Manuel R. , Rennert, Gad , Hulick, Peter J. , Lesueur, Fabienne , Azzollini, Jacopo , Hauke, Jan , Teulé, Àlex , Dennis, Joe , Domchek, Susan M. , Robson, Mark E. , Spurdle, Amanda B. , Mavaddat, Nasim , Neuhausen, Susan L. , Couch, Fergus J. , Antoniou, Antonis C. , Caligo, Maria A , Hulick, Peter J , James, Paul , Lesueur, Fabienne , Peterlongo, Paolo , Ramus, Susan J , Rennert, Gad , Teixeira, Manuel R , Teo, Soo H , van Rensburg, Elizabeth J , Eccles, Diana , de la Hoya, Miguel , Diez, Orland , Radice, Paolo , Weitzel, Jeffrey N , Claes, Kathleen B M , Adlard, Julian , Azzollini, Jacopo , Brunet, Joan , Eeles, Rosalind A , Ehrencrona, Hans , John, Esther M , Joseph, Vijai , Konstantopoulou, Irene , Olopade, Olufunmilayo I , Southey, Melissa C , Jakubowska, Anna , Nathanson, Katherine L , Barrowdale, Daniel , Benitez, Javier , Engel, Christoph , Montagna, Marco , Simard, Jacques , Chenevix-Trench, Georgia , Gómez-García, Encarna B , Hauke, Jan , Lubinski, Jan , Terry, Mary Beth , Kwong, Ava

JNCI: Journal of the National Cancer Institute | November 29, 2016 | Volume: 109 | Issue: 7 | Pages: No page available

10.1093/jnci/djw302 | PMID 28376175 Get It