Digital Commons Network^™

Non-Melanoma Skin Cancer Detection In The Age Of Advanced Technology: A Review, Haleigh Stafford, Jane Buell, Elizabeth Chiang, Uma Ramesh, Michael Migden, Priyadharsini Nagarajan, Moran Amit, Dan Yaniv

Faculty, Staff and Student Publications

Skin cancer is the most common cancer diagnosis in the United States, with approximately one in five Americans expected to be diagnosed within their lifetime. Non-melanoma skin cancer is the most prevalent type of skin cancer, and as cases rise globally, physicians need reliable tools for early detection. Artificial intelligence has gained substantial interest as a decision support tool in medicine, particularly in image analysis, where deep learning has proven to be an effective tool. Because specialties such as dermatology rely primarily on visual diagnoses, deep learning could have many diagnostic applications, including the diagnosis of skin cancer. Furthermore, with …

Non-Homologous End-Joining Pathway Genotypes Significantly Associated With Nasopharyngeal Carcinoma Susceptibility, Chia-Wen Tsai, Liang-Chun Shih, Wen-Shin Chang, Che-Lun Hsu, Jie-Long He, Te-Chun Hsia, Yun-Chi Wang, Jian Gu, Da-Tian Bau

Faculty, Staff and Student Publications

Defects in the non-homologous end-joining (NHEJ) DNA repair pathway lead to genomic instability and carcinogenesis. However, the roles of individual NHEJ genes in nasopharyngeal carcinoma (NPC) etiology are not well-understood. The aim of this study was to assess the contribution of NHEJ genotypes, including XRCC4 (rs6869366, rs3734091, rs28360071, rs28360317, rs1805377), XRCC5 (rs828907, rs11685387, rs9288518), XRCC6 (rs5751129, rs2267437, rs132770, rs132774), XRCC7 rs7003908, and Ligase4 rs1805388, to NPC risk, with 208 NPC patients and 416 controls. Genotype-phenotype correlations were also investigated by measuring mRNA and protein expression in adjacent normal tissues and assessing the NHEJ repair capacity in blood lymphocytes from 43 …

Achondroplasia Natural History Study (Clarity): 60-Year Experience In Orthopedic Surgery From Four Skeletal Dysplasia Centers, Nickolas J Nahm, W G Stuart Mackenzie, William G Mackenzie, Ethan Gough, S Shahrukh Hashmi, Jacqueline T Hecht, Janet M Legare, Mary Ellen Little, Peggy Modaff, Richard M Pauli, David F Rodriguez-Buritica, Maria Elena Serna, Cory J Smid, Julie Hoover-Fong, Michael B Bober

Faculty, Staff and Student Publications

BACKGROUND: The purpose of this study was to describe the frequency and risk factors for orthopedic surgery in patients with achondroplasia. CLARITY (The Achondroplasia Natural History Study) includes clinical data from achondroplasia patients receiving treatment at four skeletal dysplasia centers in the United States from 1957 to 2018. Data were entered and stored in a Research Electronic Data Capture (REDCap) database.

RESULTS: Information from one thousand three hundred and seventy-four patients with achondroplasia were included in this study. Four hundred and eight (29.7%) patients had at least one orthopedic surgery during their lifetime and 299 (21.8%) patients underwent multiple procedures. …

Achondroplasia Natural History Study (Clarity): 60-Year Experience In Orthopedic Surgery From Four Skeletal Dysplasia Centers, Nickolas J Nahm, W G Stuart Mackenzie, William G Mackenzie, Ethan Gough, S Shahrukh Hashmi, Jacqueline T Hecht, Janet M Legare, Mary Ellen Little, Peggy Modaff, Richard M Pauli, David F Rodriguez-Buritica, Maria Elena Serna, Cory J Smid, Julie Hoover-Fong, Michael B Bober

Faculty, Staff and Student Publications

BACKGROUND: The purpose of this study was to describe the frequency and risk factors for orthopedic surgery in patients with achondroplasia. CLARITY (The Achondroplasia Natural History Study) includes clinical data from achondroplasia patients receiving treatment at four skeletal dysplasia centers in the United States from 1957 to 2018. Data were entered and stored in a Research Electronic Data Capture (REDCap) database.

RESULTS: Information from one thousand three hundred and seventy-four patients with achondroplasia were included in this study. Four hundred and eight (29.7%) patients had at least one orthopedic surgery during their lifetime and 299 (21.8%) patients underwent multiple procedures. …

Tubectomy With Delayed Oophorectomy As An Alternative To Risk-Reducing Salpingo-Oophorectomy In High-Risk Women To Assess The Safety Of Prevention: The Tuba-Wisp Ii Study Protocol, Miranda P Steenbeek, Majke H D Van Bommel, Joanna Inthout, Christine B Peterson, Michiel Simons, Kit C B Roes, Marleen Kets, Barbara M Norquist, Elizabeth M Swisher, Rosella P M G Hermens, Tuba-Wisp Ii Consortium, Karen H Lu, Joanne A De Hullu

Faculty, Staff and Student Publications

Background: Risk-reducing salpingectomy with delayed oophorectomy has gained interest for individuals at high risk for tubo-ovarian cancer as there is compelling evidence that especially high-grade serous carcinoma originates in the fallopian tubes. Two studies have demonstrated a positive effect of salpingectomy on menopause-related quality of life and sexual health compared with standard risk-reducing salpingo-oophorectomy.

Primary objective: To investigate whether salpingectomy with delayed oophorectomy is non-inferior to the current standard salpingo-oophorectomy for the prevention of tubo-ovarian cancer among individuals at high inherited risk.

Study hypothesis: We hypothesize that postponement of oophorectomy after salpingectomy, to the age of 40-45 (BRCA1) …

Mitotrace: A Computational Framework For Analyzing Mitochondrial Variation In Single-Cell Rna Sequencing Data, Mingqiang Wang, Wankun Deng, David C Samuels, Zhongming Zhao, Lukas M Simon

Faculty, Staff and Student Publications

Genetic variation in the mitochondrial genome is linked to important biological functions and various human diseases. Recent progress in single-cell genomics has established single-cell RNA sequencing (scRNAseq) as a popular and powerful technique to profile transcriptomics at the cellular level. While most studies focus on deciphering gene expression, polymorphisms including mitochondrial variants can also be readily inferred from scRNAseq. However, limited attention has been paid to investigate the single-cell landscape of mitochondrial variants, despite the rapid accumulation of scRNAseq data in the community. In addition, a diploid context is assumed for most variant calling tools, which is not appropriate for …

Curated And Harmonized Gut Microbiome 16s Rrna Amplicon Data From Dietary Fiber Intervention Studies In Humans, Cynthia I Rodriguez, Ali Keshavarzian, Bruce R Hamaker, Feitong Liu, Genelle R Lunken, Heather Rasmussen, Hongwei Zhou, Julien Tap, Kelly S Swanson, Maria Ukhanova, Marion Leclerc, Martin Gotteland, Paola Navarrete, Petia Kovatcheva-Datchary, Wendy J Dahl, Jennifer B H Martiny

Faculty, Staff and Student Publications

Next generation amplicon sequencing has created a plethora of data from human microbiomes. The accessibility to this scientific data and its corresponding metadata is important for its reuse, to allow for new discoveries, verification of published results, and serving as path for reproducibility. Dietary fiber consumption has been associated with a variety of health benefits that are thought to be mediated by gut microbiota. To enable direct comparisons of the response of the gut microbiome to fiber, we obtained 16S rRNA sequencing data and its corresponding metadata from 11 fiber intervention studies for a total of 2,368 samples. We provide …

Association Of Circulating Markers With Cognitive Decline After Radiation Therapy For Brain Metastasis, Kristin Huntoon, S Keith Anderson, Karla V Ballman, Erin Twohy, Katharine Dooley, Wen Jiang, Yi An, Jing Li, Christina Von Roemeling, Yaqing Qie, Owen A Ross, Jane H Cerhan, Anthony C Whitton, Jeffrey N Greenspoon, Ian F Parney, Jonathan B Ashman, Jean-Paul Bahary, Constantinos Hadjipanayis, James J Urbanic, Elana Farace, Deepak Khuntia, Nadia N Laack, Paul D Brown, David Roberge, Betty Y S Kim

Faculty, Staff and Student Publications

BACKGROUND: A recent phase III trial (NCT01372774) comparing use of stereotactic radiosurgery [SRS] versus whole-brain radiation therapy [WBRT] after surgical resection of a single brain metastasis revealed that declines in cognitive function were more common with WBRT than with SRS. A secondary endpoint in that trial, and the primary objective in this secondary analysis, was to identify baseline biomarkers associated with cognitive impairment after either form of radiotherapy for brain metastasis. Here we report our findings on APOE genotype and serum levels of associated proteins and their association with radiation-induced neurocognitive decline.

METHODS: In this retrospective analysis of prospectively collected …

Evaluating The Use Of Blood Pressure Polygenic Risk Scores Across Race/Ethnic Background Groups, Nuzulul Kurniansyah, Matthew O Goodman, Alyna T Khan, Jiongming Wang, Elena Feofanova, Joshua C Bis, Kerri L Wiggins, Jennifer E Huffman, Tanika Kelly, Tali Elfassy, Xiuqing Guo, Walter Palmas, Henry J Lin, Shih-Jen Hwang, Yan Gao, Kendra Young, Gregory L Kinney, Jennifer A Smith, Bing Yu, Simin Liu, Sylvia Wassertheil-Smoller, Joann E Manson, Xiaofeng Zhu, Yii-Der Ida Chen, I-Te Lee, C Charles Gu, Donald M Lloyd-Jones, Sebastian Zöllner, Myriam Fornage, Charles Kooperberg, Adolfo Correa, Bruce M Psaty, Donna K Arnett, Carmen R Isasi, Stephen S Rich, Robert C Kaplan, Susan Redline, Braxton D Mitchell, Nora Franceschini, Daniel Levy, Jerome I Rotter, Alanna C Morrison, Tamar Sofer

Faculty, Staff and Student Publications

We assess performance and limitations of polygenic risk scores (PRSs) for multiple blood pressure (BP) phenotypes in diverse population groups. We compare "clumping-and-thresholding" (PRSice2) and LD-based (LDPred2) methods to construct PRSs from each of multiple GWAS, as well as multi-PRS approaches that sum PRSs with and without weights, including PRS-CSx. We use datasets from the MGB Biobank, TOPMed study, UK biobank, and from All of Us to train, assess, and validate PRSs in groups defined by self-reported race/ethnic background (Asian, Black, Hispanic/Latino, and White). For both SBP and DBP, the PRS-CSx based PRS, constructed as a weighted sum of PRSs …

A Guide To The Brain Initiative Cell Census Network Data Ecosystem, Michael Hawrylycz, Maryann E Martone, Giorgio A Ascoli, Jan G Bjaalie, Hong-Wei Dong, Satrajit S Ghosh, Jesse Gillis, Ronna Hertzano, David R Haynor, Patrick R Hof, Yongsoo Kim, Ed Lein, Yufeng Liu, Jeremy A Miller, Partha P Mitra, Eran Mukamel, Lydia Ng, David Osumi-Sutherland, Hanchuan Peng, Patrick L Ray, Raymond Sanchez, Aviv Regev, Alex Ropelewski, Richard H Scheuermann, Shawn Zheng Kai Tan, Carol L Thompson, Timothy Tickle, Hagen Tilgner, Merina Varghese, Brock Wester, Owen White, Hongkui Zeng, Brian Aevermann, David Allemang, Seth Ament, Thomas L Athey, Cody Baker, Katherine S Baker, Pamela M Baker, Anita Bandrowski, Samik Banerjee, Prajal Bishwakarma, Ambrose Carr, Min Chen, Roni Choudhury, Jonah Cool, Heather Creasy, Florence D'Orazi, Kylee Degatano, Benjamin Dichter, Song-Lin Ding, Tim Dolbeare, Joseph R Ecker, Rongxin Fang, Jean-Christophe Fillion-Robin, Timothy P Fliss, James Gee, Tom Gillespie, Nathan Gouwens, Guo-Qiang Zhang, Yaroslav O Halchenko, Nomi L Harris, Brian R Herb, Houri Hintiryan, Gregory Hood, Sam Horvath, Bingxing Huo, Dorota Jarecka, Shengdian Jiang, Farzaneh Khajouei, Elizabeth A Kiernan, Huseyin Kir, Lauren Kruse, Changkyu Lee, Boudewijn Lelieveldt, Yang Li, Hanqing Liu, Lijuan Liu, Anup Markuhar, James Mathews, Kaylee L Mathews, Chris Mezias, Michael I Miller, Tyler Mollenkopf, Shoaib Mufti, Christopher J Mungall, Joshua Orvis, Maja A Puchades, Lei Qu, Joseph P Receveur, Bing Ren, Nathan Sjoquist, Brian Staats, Daniel Tward, Cindy T J Van Velthoven, Quanxin Wang, Fangming Xie, Hua Xu, Zizhen Yao, Zhixi Yun, Yun Renee Zhang, W Jim Zheng, Brian Zingg

Faculty, Staff and Student Publications

Characterizing cellular diversity at different levels of biological organization and across data modalities is a prerequisite to understanding the function of cell types in the brain. Classification of neurons is also essential to manipulate cell types in controlled ways and to understand their variation and vulnerability in brain disorders. The BRAIN Initiative Cell Census Network (BICCN) is an integrated network of data-generating centers, data archives, and data standards developers, with the goal of systematic multimodal brain cell type profiling and characterization. Emphasis of the BICCN is on the whole mouse brain with demonstration of prototype feasibility for human and nonhuman …

Rapid-Query For Fast Identity By Descent Search And Genealogical Analysis, Yuan Wei, Ardalan Naseri, Degui Zhi, Shaojie Zhang

Faculty, Staff and Student Publications

MOTIVATION: Due to the rapid growth of the genetic database size, genealogical search, a process of inferring familial relatedness by identifying DNA matches, has become a viable approach to help individuals finding missing family members or law enforcement agencies locating suspects. A fast and accurate method is needed to search an out-of-database individual against millions of individuals. Most existing approaches only offer all-versus-all within panel match. Some prototype algorithms offer one-versus-all query from out-of-panel individual, but they do not tolerate errors.

RESULTS: A new method, random projection-based identity-by-descent (IBD) detection (RaPID) query, is introduced to make fast genealogical search possible. …

A Novel Integrated Approach To Predicting Cancer Immunotherapy Efficacy, Ruihan Luo, Jacqueline Chyr, Jianguo Wen, Yanfei Wang, Weiling Zhao, Xiaobo Zhou

Faculty, Staff and Student Publications

Immunotherapies have revolutionized cancer treatment modalities; however, predicting clinical response accurately and reliably remains challenging. Neoantigen load is considered as a fundamental genetic determinant of therapeutic response. However, only a few predicted neoantigens are highly immunogenic, with little focus on intratumor heterogeneity (ITH) in the neoantigen landscape and its link with different features in the tumor microenvironment. To address this issue, we comprehensively characterized neoantigens arising from nonsynonymous mutations and gene fusions in lung cancer and melanoma. We developed a composite NEO2IS to characterize interplays between cancer and CD8+ T-cell populations. NEO2IS improved prediction accuracy of patient responses to immune-checkpoint …

The Effects Of Gender And Country Of Origin On Acculturation, Psychological Factors, Lifestyle Factors, And Diabetes-Related Physiological Outcomes Among Mexican Americans: The Starr County Diabetes Prevention Initiative, Sharon A Brown, Heather A Becker, Alexandra A García, Mary M Velasquez, Hirofumi Tanaka, Mary A Winter, William B Perkison, Eric L Brown, David Aguilar, Craig L Hanis

Faculty, Staff and Student Publications

OBJECTIVES: Examine acculturation and psychological, lifestyle, and physiological factors based on gender and country of origin (U.S. vs. Mexico).

METHODS: Baseline data from the Starr County diabetes prevention study (

RESULTS: Participants were: predominantly female (73%); 51 years of age, on average; born in Mexico (71%); and Spanish-speaking. Individuals spent 11 of their waking hours (range = 0-18 h) in sedentary activities. Compared to females, more males spoke English and reported fewer hours in sedentary activities. Compared to participants born in Mexico, those born in the U.S. were more likely to: speak English; report depressive symptoms; and exhibit elevated BMI …

Author Correction: The Power Of Genetic Diversity In Genome-Wide Association Studies Of Lipids, Sarah E Graham, Shoa L Clarke, Kuan-Han H Wu, Stavroula Kanoni, Greg J M Zajac, Shweta Ramdas, Ida Surakka, Ioanna Ntalla, Sailaja Vedantam, Thomas W Winkler, Adam E Locke, Eirini Marouli, Mi Yeong Hwang, Sohee Han, Akira Narita, Ananyo Choudhury, Amy R Bentley, Kenneth Ekoru, Anurag Verma, Bhavi Trivedi, Hilary C Martin, Karen A Hunt, Qin Hui, Derek Klarin, Xiang Zhu, Gudmar Thorleifsson, Anna Helgadottir, Daniel F Gudbjartsson, Hilma Holm, Isleifur Olafsson, Masato Akiyama, Saori Sakaue, Chikashi Terao, Masahiro Kanai, Wei Zhou, Ben M Brumpton, Humaira Rasheed, Sanni E Ruotsalainen, Aki S Havulinna, Yogasudha Veturi, Qiping Feng, Elisabeth A Rosenthal, Todd Lingren, Jennifer Allen Pacheco, Sarah A Pendergrass, Jeffrey Haessler, Franco Giulianini, Yuki Bradford, Jason E Miller, Archie Campbell, Kuang Lin, Iona Y Millwood, George Hindy, Asif Rasheed, Jessica D Faul, Wei Zhao, David R Weir, Constance Turman, Hongyan Huang, Mariaelisa Graff, Anubha Mahajan, Michael R Brown, Weihua Zhang, Ketian Yu, Ellen M Schmidt, Anita Pandit, Stefan Gustafsson, Xianyong Yin, Jian'an Luan, Jing-Hua Zhao, Fumihiko Matsuda, Hye-Mi Jang, Kyungheon Yoon, Carolina Medina-Gomez, Achilleas Pitsillides, Jouke Jan Hottenga, Gonneke Willemsen, Andrew R Wood, Yingji Ji, Zishan Gao, Simon Haworth, Ruth E Mitchell, Jin Fang Chai, Mette Aadahl, Jie Yao, Ani Manichaikul, Helen R Warren, Julia Ramirez, Jette Bork-Jensen, Line L Kårhus, Anuj Goel, Maria Sabater-Lleal, Raymond Noordam, Carlo Sidore, Edoardo Fiorillo, Aaron F Mcdaid, Pedro Marques-Vidal, Matthias Wielscher, Stella Trompet, Naveed Sattar, Line T Møllehave, Betina H Thuesen, Matthias Munz, Lingyao Zeng, Jianfeng Huang, Bin Yang, Alaitz Poveda, Azra Kurbasic, Claudia Lamina, Lukas Forer, Markus Scholz, Tessel E Galesloot, Jonathan P Bradfield, E Warwick Daw, Joseph M Zmuda, Jonathan S Mitchell, Christian Fuchsberger, Henry Christensen, Jennifer A Brody, Mary F Feitosa, Mary K Wojczynski, Michael Preuss, Massimo Mangino, Paraskevi Christofidou, Niek Verweij, Jan W Benjamins, Jorgen Engmann, Rachel L Kember, Roderick C Slieker, Ken Sin Lo, Nuno R Zilhao, Phuong Le, Marcus E Kleber, Graciela E Delgado, Shaofeng Huo, Daisuke D Ikeda, Hiroyuki Iha, Jian Yang, Jun Liu, Hampton L Leonard, Jonathan Marten, Börge Schmidt, Marina Arendt, Laura J Smyth, Marisa Cañadas-Garre, Chaolong Wang, Masahiro Nakatochi, Andrew Wong, Nina Hutri-Kähönen, Xueling Sim, Rui Xia, Alicia Huerta-Chagoya, Juan Carlos Fernandez-Lopez, Valeriya Lyssenko, Meraj Ahmed, Anne U Jackson, Noha A Yousri, Marguerite R Irvin, Christopher Oldmeadow, Han-Na Kim, Seungho Ryu, Paul R H J Timmers, Liubov Arbeeva, Rajkumar Dorajoo, Leslie A Lange, Xiaoran Chai, Gauri Prasad, Laura Lorés-Motta, Marc Pauper, Jirong Long, Xiaohui Li, Elizabeth Theusch, Fumihiko Takeuchi, Cassandra N Spracklen, Anu Loukola, Sailalitha Bollepalli, Sophie C Warner, Ya Xing Wang, Wen B Wei, Teresa Nutile, Daniela Ruggiero, Yun Ju Sung, Yi-Jen Hung, Shufeng Chen, Fangchao Liu, Jingyun Yang, Katherine A Kentistou, Mathias Gorski, Marco Brumat, Karina Meidtner, Lawrence F Bielak, Jennifer A Smith, Prashantha Hebbar, Aliki-Eleni Farmaki, Edith Hofer, Maoxuan Lin, Chao Xue, Jifeng Zhang, Maria Pina Concas, Simona Vaccargiu, Peter J Van Der Most, Niina Pitkänen, Brian E Cade, Jiwon Lee, Sander W Van Der Laan, Kumaraswamy Naidu Chitrala, Stefan Weiss, Martina E Zimmermann, Jong Young Lee, Hyeok Sun Choi, Maria Nethander, Sandra Freitag-Wolf, Lorraine Southam, Nigel W Rayner, Carol A Wang, Shih-Yi Lin, Jun-Sing Wang, Christian Couture, Leo-Pekka Lyytikäinen, Kjell Nikus, Gabriel Cuellar-Partida, Henrik Vestergaard, Bertha Hildalgo, Olga Giannakopoulou, Qiuyin Cai, Morgan O Obura, Jessica Van Setten, Xiaoyin Li, Karen Schwander, Natalie Terzikhan, Jae Hun Shin, Rebecca D Jackson, Alexander P Reiner, Lisa Warsinger Martin, Zhengming Chen, Liming Li, Heather M Highland, Kristin L Young, Takahisa Kawaguchi, Joachim Thiery, Joshua C Bis, Girish N Nadkarni, Lenore J Launer, Huaixing Li, Mike A Nalls, Olli T Raitakari, Sahoko Ichihara, Sarah H Wild, Christopher P Nelson, Harry Campbell, Susanne Jäger, Toru Nabika, Fahd Al-Mulla, Harri Niinikoski, Peter S Braund, Ivana Kolcic, Peter Kovacs, Tota Giardoglou, Tomohiro Katsuya, Konain Fatima Bhatti, Dominique De Kleijn, Gert J De Borst, Eung Kweon Kim, Hieab H H Adams, M Arfan Ikram, Xiaofeng Zhu, Folkert W Asselbergs, Adriaan O Kraaijeveld, Joline W J Beulens, Xiao-Ou Shu, Loukianos S Rallidis, Oluf Pedersen, Torben Hansen, Paul Mitchell, Alex W Hewitt, Mika Kähönen, Louis Pérusse, Claude Bouchard, Anke Tönjes, Yii-Der Ida Chen, Craig E Pennell, Trevor A Mori, Wolfgang Lieb, Andre Franke, Claes Ohlsson, Dan Mellström, Yoon Shin Cho, Hyejin Lee, Jian-Min Yuan, Woon-Puay Koh, Sang Youl Rhee, Jeong-Taek Woo, Iris M Heid, Klaus J Stark, Henry Völzke, Georg Homuth, Michele K Evans, Alan B Zonderman, Ozren Polasek, Gerard Pasterkamp, Imo E Hoefer, Susan Redline, Katja Pahkala, Albertine J Oldehinkel, Harold Snieder, Ginevra Biino, Reinhold Schmidt, Helena Schmidt, Y Eugene Chen, Stefania Bandinelli, George Dedoussis, Thangavel Alphonse Thanaraj, Sharon L R Kardia, Norihiro Kato, Matthias B Schulze, Giorgia Girotto, Bettina Jung, Carsten A Böger, Peter K Joshi, David A Bennett, Philip L De Jager, Xiangfeng Lu, Vasiliki Mamakou, Morris Brown, Mark J Caulfield, Patricia B Munroe, Xiuqing Guo, Marina Ciullo, Jost B Jonas, Nilesh J Samani, Jaakko Kaprio, Päivi Pajukanta, Linda S Adair, Sonny Augustin Bechayda, H Janaka De Silva, Ananda R Wickremasinghe, Ronald M Krauss, Jer-Yuarn Wu, Wei Zheng, Anneke I Den Hollander, Dwaipayan Bharadwaj, Adolfo Correa, James G Wilson, Lars Lind, Chew-Kiat Heng, Amanda E Nelson, Yvonne M Golightly, James F Wilson, Brenda Penninx, Hyung-Lae Kim, John Attia, Rodney J Scott, D C Rao, Donna K Arnett, Steven C Hunt, Mark Walker, Heikki A Koistinen, Giriraj R Chandak, Chittaranjan S Yajnik, Josep M Mercader, Teresa Tusié-Luna, Carlos A Aguilar-Salinas, Clicerio Gonzalez Villalpando, Lorena Orozco, Myriam Fornage, E Shyong Tai, Rob M Van Dam, Terho Lehtimäki, Nish Chaturvedi, Mitsuhiro Yokota, Jianjun Liu, Dermot F Reilly, Amy Jayne Mcknight, Frank Kee, Karl-Heinz Jöckel, Mark I Mccarthy, Colin N A Palmer, Veronique Vitart, Caroline Hayward, Eleanor Simonsick, Cornelia M Van Duijn, Fan Lu, Jia Qu, Haretsugu Hishigaki, Xu Lin, Winfried März, Esteban J Parra, Miguel Cruz, Vilmundur Gudnason, Jean-Claude Tardif, Guillaume Lettre, Leen M 'T Hart, Petra J M Elders, Scott M Damrauer, Meena Kumari, Mika Kivimaki, Pim Van Der Harst, Tim D Spector, Ruth J F Loos, Michael A Province, Bruce M Psaty, Ivan Brandslund, Peter P Pramstaller, Kaare Christensen, Samuli Ripatti, Elisabeth Widén, Hakon Hakonarson, Struan F A Grant, Lambertus A L M Kiemeney, Jacqueline De Graaf, Markus Loeffler, Florian Kronenberg, Dongfeng Gu, Jeanette Erdmann, Heribert Schunkert, Paul W Franks, Allan Linneberg, J Wouter Jukema, Amit V Khera, Minna Männikkö, Marjo-Riitta Jarvelin, Zoltan Kutalik, Francesco Cucca, Dennis O Mook-Kanamori, Ko Willems Van Dijk, Hugh Watkins, David P Strachan, Niels Grarup, Peter Sever, Neil Poulter, Jerome I Rotter, Thomas M Dantoft, Fredrik Karpe, Matt J Neville, Nicholas J Timpson, Ching-Yu Cheng, Tien-Yin Wong, Chiea Chuen Khor, Charumathi Sabanayagam, Annette Peters, Christian Gieger, Andrew T Hattersley, Nancy L Pedersen, Patrik K E Magnusson, Dorret I Boomsma, Eco J C De Geus, L Adrienne Cupples, Joyce B J Van Meurs, Mohsen Ghanbari, Penny Gordon-Larsen, Wei Huang, Young Jin Kim, Yasuharu Tabara, Nicholas J Wareham, Claudia Langenberg, Eleftheria Zeggini, Johanna Kuusisto, Markku Laakso, Erik Ingelsson, Goncalo Abecasis, John C Chambers, Jaspal S Kooner, Paul S De Vries, Alanna C Morrison, Kari E North, Martha Daviglus, Peter Kraft, Nicholas G Martin, John B Whitfield, Shahid Abbas, Danish Saleheen, Robin G Walters, Michael V Holmes, Corri Black, Blair H Smith, Anne E Justice, Aris Baras, Julie E Buring, Paul M Ridker, Daniel I Chasman, Charles Kooperberg, Wei-Qi Wei, Gail P Jarvik, Bahram Namjou, M Geoffrey Hayes, Marylyn D Ritchie, Pekka Jousilahti, Veikko Salomaa, Kristian Hveem, Bjørn Olav Åsvold, Michiaki Kubo, Yoichiro Kamatani, Yukinori Okada, Yoshinori Murakami, Unnur Thorsteinsdottir, Kari Stefansson, Yuk-Lam Ho, Julie A Lynch, Daniel J Rader, Philip S Tsao, Kyong-Mi Chang, Kelly Cho, Christopher J O'Donnell, John M Gaziano, Peter Wilson, Charles N Rotimi, Scott Hazelhurst, Michèle Ramsay, Richard C Trembath, David A Van Heel, Gen Tamiya, Masayuki Yamamoto, Bong-Jo Kim, Karen L Mohlke, Timothy M Frayling, Joel N Hirschhorn, Sekar Kathiresan, Michael Boehnke, Pradeep Natarajan, Gina M Peloso, Christopher D Brown, Andrew P Morris, Themistocles L Assimes, Panos Deloukas, Yan V Sun, Cristen J Willer

Faculty, Staff and Student Publications

No abstract provided.

Persons Living With Dementia And Multiple Chronic Conditions Identifying Health Priorities With Care Partners, Thi Vu, Emily L Mroz, Kizzy Hernandez-Bigos, Denise Chow, Rafael Samper Ternent, Kalisha Bonds Johnson, Mary E Tinetti, Joan Monin

Faculty, Staff and Student Publications

No abstract provided.

The Evidence Base For Surgical Treatment Of Infants With Necrotizing Enterocolitis Or Spontaneous Intestinal Perforation: Impact Of Trial Design And Questions Regarding Implementation Of Trial Recommendations, Parker T Evans, Martin L Blakely, Amanda S Mixon, Jennifer Canvasser, Matthew A Rysavy, Maria E Fernandez, Claudia Pedroza, Jon E Tyson

Faculty, Staff and Student Publications

No abstract provided.

Genome-Wide Association Study And Functional Characterization Identifies Candidate Genes For Insulin-Stimulated Glucose Uptake, Alice Williamson, Dougall M Norris, Xianyong Yin, K Alaine Broadaway, Anne H Moxley, Swarooparani Vadlamudi, Emma P Wilson, Anne U Jackson, Vasudha Ahuja, Mette K Andersen, Zorayr Arzumanyan, Lori L Bonnycastle, Stefan R Bornstein, Maxi P Bretschneider, Thomas A Buchanan, Yi-Cheng Chang, Lee-Ming Chuang, Ren-Hua Chung, Tine D Clausen, Peter Damm, Graciela E Delgado, Vanessa D De Mello, Josée Dupuis, Om P Dwivedi, Michael R Erdos, Lilian Fernandes Silva, Timothy M Frayling, Christian Gieger, Mark O Goodarzi, Xiuqing Guo, Stefan Gustafsson, Liisa Hakaste, Ulf Hammar, Gad Hatem, Sandra Herrmann, Kurt Højlund, Katrin Horn, Willa A Hsueh, Yi-Jen Hung, Chii-Min Hwu, Anna Jonsson, Line L Kårhus, Marcus E Kleber, Peter Kovacs, Timo A Lakka, Marie Lauzon, I-Te Lee, Cecilia M Lindgren, Jaana Lindström, Allan Linneberg, Ching-Ti Liu, Jian'an Luan, Dina Mansour Aly, Elisabeth Mathiesen, Angela P Moissl, Andrew P Morris, Narisu Narisu, Nikolaos Perakakis, Annette Peters, Rashmi B Prasad, Roman N Rodionov, Kathryn Roll, Carsten F Rundsten, Chloé Sarnowski, Kai Savonen, Markus Scholz, Sapna Sharma, Sara E Stinson, Sufyan Suleman, Jingyi Tan, Kent D Taylor, Matti Uusitupa, Dorte Vistisen, Daniel R Witte, Romy Walther, Peitao Wu, Anny H Xiang, Björn Zethelius, Emma Ahlqvist, Richard N Bergman, Yii-Der Ida Chen, Francis S Collins, Tove Fall, Jose C Florez, Andreas Fritsche, Harald Grallert, Leif Groop, Torben Hansen, Heikki A Koistinen, Pirjo Komulainen, Markku Laakso, Lars Lind, Markus Loeffler, Winfried März, James B Meigs, Leslie J Raffel, Rainer Rauramaa, Jerome I Rotter, Peter E H Schwarz, Michael Stumvoll, Johan Sundström, Anke Tönjes, Tiinamaija Tuomi, Jaakko Tuomilehto, Robert Wagner, Inês Barroso, Mark Walker, Niels Grarup, Michael Boehnke, Nicholas J Wareham, Karen L Mohlke, Eleanor Wheeler, Stephen O'Rahilly, Daniel J Fazakerley, Claudia Langenberg

Faculty, Staff and Student Publications

Distinct tissue-specific mechanisms mediate insulin action in fasting and postprandial states. Previous genetic studies have largely focused on insulin resistance in the fasting state, where hepatic insulin action dominates. Here we studied genetic variants influencing insulin levels measured 2 h after a glucose challenge in >55,000 participants from three ancestry groups. We identified ten new loci (P < 5 × 10-8) not previously associated with postchallenge insulin resistance, eight of which were shown to share their genetic architecture with type 2 diabetes in colocalization analyses. We investigated candidate genes at a subset of associated loci in cultured cells and identified nine candidate genes newly implicated in the expression or trafficking of GLUT4, the key glucose transporter in postprandial glucose uptake in muscle and fat. By focusing on postprandial insulin resistance, we highlighted the mechanisms of action at type 2 diabetes loci that are not adequately captured by studies of fasting glycemic traits.

Overcoming The Challenges To Clinical Development Of X-Linked Retinitis Pigmentosa Therapies: Proceedings Of An Expert Panel, David G Birch, Janet K Cheetham, Stephen P Daiger, Carel Hoyng, Christine Kay, Ian M Macdonald, Mark E Pennesi, Lori S Sullivan

Faculty, Staff and Student Publications

X-linked retinitis pigmentosa (XLRP) is a rare inherited retinal disease manifesting as impaired night vision and peripheral vision loss that progresses to legal blindness. Although several trials of ocular gene therapy for XLRP have been conducted or are in progress, there is currently no approved treatment. In July 2022, the Foundation Fighting Blindness convened an expert panel to examine relevant research and make recommendations for overcoming the challenges and capitalizing on the opportunities in conducting clinical trials of RPGR-targeted therapy for XLRP. Data presented concerned RPGR structure and mutation types known to cause XLRP, RPGR mutation-associated retinal phenotype diversity, patterns …

An Integrated Cell Atlas Of The Lung In Health And Disease, Lisa Sikkema, Ciro Ramírez-Suástegui, Daniel C Strobl, Tessa E Gillett, Luke Zappia, Elo Madissoon, Nikolay S Markov, Laure-Emmanuelle Zaragosi, Yuge Ji, Meshal Ansari, Marie-Jeanne Arguel, Leonie Apperloo, Martin Banchero, Christophe Bécavin, Marijn Berg, Evgeny Chichelnitskiy, Mei-I Chung, Antoine Collin, Aurore C A Gay, Janine Gote-Schniering, Baharak Hooshiar Kashani, Kemal Inecik, Manu Jain, Theodore S Kapellos, Tessa M Kole, Sylvie Leroy, Christoph H Mayr, Amanda J Oliver, Michael Von Papen, Lance Peter, Chase J Taylor, Thomas Walzthoeni, Chuan Xu, Linh T Bui, Carlo De Donno, Leander Dony, Alen Faiz, Minzhe Guo, Austin J Gutierrez, Lukas Heumos, Ni Huang, Ignacio L Ibarra, Nathan D Jackson, Preetish Kadur Lakshminarasimha Murthy, Mohammad Lotfollahi, Tracy Tabib, Carlos Talavera-López, Kyle J Travaglini, Anna Wilbrey-Clark, Kaylee B Worlock, Masahiro Yoshida, Maarten Van Den Berge, Yohan Bossé, Tushar J Desai, Oliver Eickelberg, Naftali Kaminski, Mark A Krasnow, Robert Lafyatis, Marko Z Nikolic, Joseph E Powell, Jayaraj Rajagopal, Mauricio Rojas, Orit Rozenblatt-Rosen, Max A Seibold, Dean Sheppard, Douglas P Shepherd, Don D Sin, Wim Timens, Alexander M Tsankov, Jeffrey Whitsett, Yan Xu, Nicholas E Banovich, Pascal Barbry, Thu Elizabeth Duong, Christine S Falk, Kerstin B Meyer, Jonathan A Kropski, Dana Pe'er, Herbert B Schiller, Purushothama Rao Tata, Joachim L Schultze, Sara A Teichmann, Alexander V Misharin, Martijn C Nawijn, Malte D Luecken, Fabian J Theis

Faculty, Staff and Student Publications

Single-cell technologies have transformed our understanding of human tissues. Yet, studies typically capture only a limited number of donors and disagree on cell type definitions. Integrating many single-cell datasets can address these limitations of individual studies and capture the variability present in the population. Here we present the integrated Human Lung Cell Atlas (HLCA), combining 49 datasets of the human respiratory system into a single atlas spanning over 2.4 million cells from 486 individuals. The HLCA presents a consensus cell type re-annotation with matching marker genes, including annotations of rare and previously undescribed cell types. Leveraging the number and diversity …

Functional Near Infrared Spectroscopy Detects Cortical Activation Changes Concurrent With Memory Loss In Postmenopausal Women With Type Ii Diabetes, Stacey L Gorniak, Victoria E Wagner, Kelly Vaughn, Jonathan Perry, Lauren Gulley Cox, Hidetaka Hibino, Samuel A Montero-Hernandez, Arturo E Hernandez, Luca Pollonini

Faculty, Staff and Student Publications

Older adults with Type II Diabetes Mellitus (DM) experience mild cognitive impairment, specifically in the domain of recall/working memory. No consistent causative structural cortical deficits have been identified in persons with DM (PwDM). Memory deficits may be exacerbated in older adult females, who are at the highest risk of cardiovascular decline due to DM. The focus of the current study was to evaluate functional cortical hemodynamic activity during memory tasks in postmenopausal PwDM. Functional Near Infrared Spectroscopy (fNIRS) was used to monitor oxyhemoglobin (HbO) and deoxyhemoglobin (HbR) during memory-based tasks in a cross-sectional sample of postmenopausal women with DM. Twenty-one …

Role Of The Meningeal Lymphatics In Stroke, Maharajni Perla, Viola Caretti, María A Moro, Louise D Mccullough

Faculty, Staff and Student Publications

No abstract provided.

Impact Of Transfused Citrate On Pathophysiology In Massive Transfusion, Jacob B Schriner, J Michael Van Gent, M Adam Meledeo, Scott D Olson, Bryan A Cotton, Charles S Cox, Brijesh S Gill

Faculty, Staff and Student Publications

This narrative review article seeks to highlight the effects of citrate on physiology during massive transfusion of the bleeding patient.

DATA SOURCES: A limited library of curated articles was created using search terms including "citrate intoxication," "citrate massive transfusion," "citrate pharmacokinetics," "hypocalcemia of trauma," "citrate phosphate dextrose," and "hypocalcemia in massive transfusion." Review articles, as well as prospective and retrospective studies were selected based on their relevance for inclusion in this review.

STUDY SELECTION: Given the limited number of relevant studies, studies were reviewed and included if they were written in English. This is not a systematic review nor a …

Association Between Early Prostacyclin Therapy And Extracorporeal Life Support Use In Patients With Congenital Diaphragmatic Hernia, Akila B Ramaraj, Samuel E Rice-Townsend, Carrie L Foster, Delphine Yung, Emma O Jackson, Ashley H Ebanks, Matthew T Harting, Rebecca A Stark, Congenital Diaphragmatic Hernia Study Group

Faculty, Staff and Student Publications

IMPORTANCE: Prostacyclin (PGI2) is a therapeutic option to treat congenital diaphragmatic hernia (CDH)-associated pulmonary hypertension in neonates. Its use may decrease the need for extracorporeal life support (ECLS).

OBJECTIVE: To evaluate the association of early PGI2 therapy with ECLS use and outcomes among patients with CDH.

DESIGN, SETTING, AND PARTICIPANTS: This was a cohort study from the CDH Study Group (CDHSG) registry of patients born from January 2007 to December 2019. Patients were from 88 different tertiary pediatric referral centers worldwide that contributed data to the CDHSG. Patients were included in the study if they were admitted within the first …

Perception Of Treatment Success And Impact On Function With Antibiotics Or Appendectomy For Appendicitis: A Randomized Clinical Trial With An Observational Cohort, Callie M Thompson, Emily C Voldal, Giana H Davidson, Sabrina E Sanchez, Patricia Ayoung-Chee, Jesse Victory, Mary Guiden, Bonnie Bizzell, Jacob Glaser, Christopher Hults, Thea P Price, Nicole Siparsky, Kristin Ohe, Katherine A Mandell, Daniel A Deugarte, Amy H Kaji, Lisandra Uribe, Lillian S Kao, Krislynn M Mueck, Farhood Farjah, Wesley H Self, Sunday Clark, F Thurston Drake, Katherine Fischkoff, Elizaveta Minko, Joseph Cuschieri, Brett Faine, Dionne A Skeete, Naila Dhanani, Mike K Liang, Anusha Krishnadasan, David A Talan, Erin Fannon, Larry G Kessler, Bryan A Comstock, Patrick J Heagerty, Sarah E Monsell, Sarah O Lawrence, David R Flum, Danielle C Lavallee, Writing Group For The Coda Collaborative

Faculty, Staff and Student Publications

OBJECTIVE: To compare secondary patient reported outcomes of perceptions of treatment success and function for patients treated for appendicitis with appendectomy vs. antibiotics at 30 days.

SUMMARY BACKGROUND DATA: The Comparison of Outcomes of antibiotic Drugs and Appendectomy trial found antibiotics noninferior to appendectomy based on 30-day health status. To address questions about outcomes among participants with lower socioeconomic status, we explored the relationship of sociodemographic and clinical factors and outcomes.

METHODS: We focused on 4 patient reported outcomes at 30 days: high decisional regret, dissatisfaction with treatment, problems performing usual activities, and missing >10 days of work. The randomized …

Differential Effects Of An Ed-To-Home Care Transitions Intervention In An Older Adult Population: A Latent Class Analysis, Rebecca K Green, Kenneth J Nieser, Gwen C Jacobsohn, Amy L Cochran, Thomas V Caprio, Jeremy T Cushman, Amy J H Kind, Michael Lohmeier, Manish N Shah

Faculty, Staff and Student Publications

BACKGROUND: Older adults frequently return to the emergency department (ED) within 30 days of a visit. High-risk patients can differentially benefit from transitional care interventions. Latent class analysis (LCA) is a model-based method used to segment the population and test intervention effects by subgroup.

OBJECTIVES: We aimed to identify latent classes within an older adult population from a randomized controlled trial evaluating the effectiveness of an ED-to-home transitional care program and test whether class membership modified the intervention effect.

RESEARCH DESIGN: Participants were randomized to receive the Care Transitions Intervention or usual care. Study staff collected outcomes data through medical …

Dural Sinus Narrowing In Patients With Spontaneous Anterior Skull Base Cerebrospinal Fluid Leak, Karim W Asi, Brian H Cameron, Elliot R Friedman, Jeffrey P Radabaugh, Martin J Citardi, Amber U Luong, William C Yao

Faculty, Staff and Student Publications

OBJECTIVES: Current evidence suggests a link between idiopathic intracranial hypertension (IIH) and spontaneous cerebrospinal fluid (sCSF) leak, as well as between IIH and dural venous sinus (DVS) narrowing. However, there are limited data linking DVS narrowing and sCSF leak. This study aims to determine the prevalence of DVS narrowing in patients with sCSF leak.

METHODS: A retrospective review of all patients with sCSF leak that presented to a tertiary academic center from 2008 to 2019. Preoperative imaging was independently reviewed by two neuroradiologists to evaluate for DVS narrowing. Available literature was used to estimate the prevalence of DVS narrowing in …

Analysis Of Relative Error In Perturbation Monte Carlo Simulations Of Radiative Transport, Mahsa Parsanasab, Carole Hayakawa, Jerome Spanier, Yanning Shen, Vasan Venugopalan

Faculty, Staff and Student Publications

SIGNIFICANCE: Perturbation and differential Monte Carlo (pMC/dMC) methods, used in conjunction with nonlinear optimization methods, have been successfully applied to solve inverse problems in diffuse optics. Application of pMC to systems over a large range of optical properties requires optimal "placement" of baseline conventional Monte Carlo (cMC) simulations to minimize the pMC variance. The inability to predict the growth in pMC solution uncertainty with perturbation size limits the application of pMC, especially for multispectral datasets where the variation of optical properties can be substantial.

AIM: We aim to predict the variation of pMC variance with perturbation size without explicit computation …

Artificial Intelligence Cad Tools In Trauma Imaging: A Scoping Review From The American Society Of Emergency Radiology (Aser) Ai/Ml Expert Panel, David Dreizin, Pedro V Staziaki, Garvit D Khatri, Nicholas M Beckmann, Zhaoyong Feng, Yuanyuan Liang, Zachary S Delproposto, Maximiliano Klug, J Stephen Spann, Nathan Sarkar, Yunting Fu

Faculty, Staff and Student Publications

BACKGROUND: AI/ML CAD tools can potentially improve outcomes in the high-stakes, high-volume model of trauma radiology. No prior scoping review has been undertaken to comprehensively assess tools in this subspecialty.

PURPOSE: To map the evolution and current state of trauma radiology CAD tools along key dimensions of technology readiness.

METHODS: Following a search of databases, abstract screening, and full-text document review, CAD tool maturity was charted using elements of data curation, performance validation, outcomes research, explainability, user acceptance, and funding patterns. Descriptive statistics were used to illustrate key trends.

RESULTS: A total of 4052 records were screened, and 233 full-text …

Sedation And Analgesia For Reduction Of Pediatric Ileocolic Intussusception, Naveen Poonai, Daniel M Cohen, Doug Macdowell, Rakesh D Mistry, Santiago Mintegi, Simon Craig, Damian Roland, Michael Miller, Itai Shavit, Paediatric Emergency Research Networks (Pern) Paint Study Group;, Yvette Wang, Alan Nager, Theodore Heyming, Rebekah Burns, Indi Trehan, Matthew Lipshaw, Carmen Sulton, Joyce Li, Aderonke Ojo, Susan Kelly, Matthew Thornton, Kerry Caperell, Iluonose Amoni, Anna Abrams, Myto Duong, Muhammad Wassem, Adrienne Davis, Jocelyn Gravel, Evelyne Doyon Trottier, Neta Bar Am, Graham Thompson, Vikram Sabhaney, Garth Meckler, Rini Jain, Samina Ali, Silvia Bressan, Tiziana Zangardi, Giovanna Villa, Martina Giacalone, Michelle Seiler, Cyril Sahyoun, Fabrizio Romano, Zsolt Bognar, Szofia Hajosi-Kalcakosz, Lisa Amir, Said Hachimi-Idrissi, Zanda Pucuka, Astra Zviedre, Emilija Zeltina, Natalie Phillips, Meredith Borland, Sharon O'Brien, Jeanette Marchant, Amit Kochar, Shane George, Victoria Pennington, Mark Lyttle, Jen Browning, Anna Mcloughlin, Stuart Hartshorn, Chaman Urooj, Lucy Johnston, Emily Walton, Deepika Subrahmanyam Puthucode, Phil Peacock, James Conroy, Rafael Marañon, Silvia Garcia, Nuria Cahís, Amaia Cámara-Otegui, Arantxa Gomez, Maria Carbonero, Carlos Angelats-Romero, Adriana Yock-Corrales, Gabriela Hualde, Fabian Spigariol, Alex Donas, Cinthia Gübeli Linné, Alessia Rocchi, Alessia Pedrazzini, Giorgio Cozzi, Dino Barbi, Laura Baggio, Giovana La Fauci, Angela Mauro, Matthew Steimle, Danilo Buonsenso, Irma Ugalde, Gaby Nieva, Charlotte Harper, Idanna Sforzi, Shobhit Jain

Faculty, Staff and Student Publications

IMPORTANCE: Ileocolic intussusception is an important cause of intestinal obstruction in children. Reduction of ileocolic intussusception using air or fluid enema is the standard of care. This likely distressing procedure is usually performed without sedation or analgesia, but practice variation exists.

OBJECTIVE: To characterize the prevalence of opioid analgesia and sedation and assess their association with intestinal perforation and failed reduction.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study reviewed medical records of children aged 4 to 48 months with attempted reduction of ileocolic intussusception at 86 pediatric tertiary care institutions in 14 countries from January 2017 to December 2019. Of …

Actigraphic Correlates Of Neuropsychiatric Symptoms In Adults With Focal Epilepsy, Mark A Abboud, Jessica L Kamen, John S Bass, Lu Lin, Jay R Gavvala, Sindhu Rao, Stephen F Smagula, Vaishnav Krishnan

Faculty, Staff and Student Publications

Objectives:

Disability in patients with epilepsy (PWEs) is multifactorial: beyond seizure frequency/severity, PWEs are prone to a range of neuropsychiatric, cognitive, and somatic comorbidities that significantly affect quality of life. Here, we explored how variations in seizure severity and the burden of self-reported somatic/neuropsychiatric symptoms correlate with disruptions to 24 h activity patterns (rest-activity rhythms [RARs]), determined through wrist accelerometry/actigraphy.

Methods:

Multiday wrist-actigraphy recordings were obtained from 59 adult patients with focal epilepsy (44% male, ages 18–72), who contemporaneously responded to validated psychometric instruments to measure anxiety, depression, sleepiness, and somatic symptoms. We conducted a similar in silico psychometric-actigraphic correlation …