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45 citation(s) found for "Yu, Denny".

Healthcare Worker With Large Vessel Acute Ischemic Stroke Likely Related to Mild SARS-CoV-2 Infection
Castillo, Carlos , Lamotte, Guillaume , Mehta, Amit , Sonti, Rajiv , Maria, Gianluca Di, Ruiz, Daniel Carnevali , Kumar, Princy , Stemer, Andrew B., Denny, Mary Carter , Castillo-Pinto, Carlos , Denny, M Carter , Mehta, Amit , Lamotte, Guillaume

The Neurohospitalist | November 10, 2020 | Volume: 12 | Issue: 1 | Pages: 48-56

10.1177/1941874420966845 | PMID 34950386 Get It

We report the case of a healthcare worker who presented with a large vessel acute ischemic stroke in setting of a mild SARS-CoV-2 infection and provide a review of the emerging literature on COVID-related stroke. A 43-year-old female presented with right-sided hemiparesis, aphasia and dysarthria. She had a nonproductive of cough for 1 week without fever, fatigue or dyspnea. A CT Head, CT angiography and CT perfusion imaging revealed a M1 segment occlusion of the left middle cerebral artery requiring transfer from a primary to a comprehensive stroke center. A nasopharyngeal swab confirmed SARS-CoV-2 infection prior to arrival at the accepting center. During the thrombectomy a 3 cm thrombus was removed. Thrombus was also evident in the 8 French short sheath during closure device placement so a hypercoagulable state was suspected. Stroke work-up revealed a glycosylated hemoglobin of 8.7%, elevation of inflammatory markers and an indeterminate level of lupus anticoagulant IgM. On discharge home, she had near complete neurological recovery. This case highlights suspected mechanisms of hypercoagulability in SARS-CoV-2 infection and the importance of optimizing stroke care systems during the COVID-19 pandemic.
Genetic Architecture of Abdominal Aortic Aneurysm in the Million Veteran Program
Klarin, Derek , Judy, Renae , Dikilitas, Ozan , Wolford, Brooke N. , Paranjpe, Ishan , Levin, Michael G. , Pan, Cuiping , Tcheandjieu, Catherine , Spin, Joshua M. , Assimes, Themistocles L. , Nyrønning, Linn Åldstedt , Mattsson, Erney , Denny, Joshua C. , Zhang, Yanfei , Jarvik, Gail P. , Gharavi, Ali G. , Harley, John B. , Mentch, Frank , Håkonarson, Håkon , Skogholt, Anne Heidi , Thomas, Laurent F. , Gabrielsen, Maiken E. , Zhou, Wei , Fritsche, Lars G. , Huang, Jie , Natarajan, Pradeep , Sun, Yan V. , DuVall, Scott L. , Cho, Kelly , Chang, Kyong‐Mi , Wilson, Peter W.F. , O’Donnell, Christopher J., Kathiresan, Sekar , Scali, Salvatore T. , Jones, Gregory T. , Bown, Matthew J. , Nadkarni, Girish N. , Ritchie, Marylyn D. , Tsao, Philip S. , Gaziano, J. Michael , Ramoni, Rachel , Breeling, Jim, Huang, Grant D. , Muralidhar, Sumitra , O’Donnell, Christopher J. , Romero, Jonathan , Tsao, Philip S., Moser, Jennifer , Whitbourne, Stacey B. , Brewer, Jessica V., Warren, Stuart, Argyres, Dean P., Tsao, Philip S., Stephens, Brady, Brophy, Mary T. , Humphries, Donald E., Shayan, Shahpoor, O’Donnell, Christopher J., Pyarajan, Saiju , Tsao, Philip S., Dell’Italia, Louis J. , Zablocki, Clement J., Beckham, Jean, Wells, John A. , Gutierrez, Salvador, Kaminsky, Laurence S., Villareal, Gerardo, Xu, Junzhe, Hamner, Mark B. , Haddock, Kathlyn Sue, Bhushan, Sujata, Iruvanti, Pran, Godschalk, Michael, Buford, Malcolm, Mastorides, Stephen , Ratcliffe, Nora, Flórez, Hermes , Swann, Alan C. , Murdoch, Maureen, Yeh, Shing Shing, Washburn, Ronald G., Jhala, Darshana , Aguayo, Samuel M., Cohen, David , Sharma, Satish, Callaghan, John, Oursler, Kris Ann, Ahuja, Sunil K. , Gutierrez, Amparo, Schifman, Ronald, Greco, Jennifer , Oehlert, Mary E. , Wallbom, Agnes, Fernando, Ronald, Morgan, Timothy R. , Stapley, Todd, Anderson, Gwenevere, Sonel, Elif, Fayad, Joseph, Hung, Adriana M. , Lichy, Jack, Hurley, Robin A. , Hakonarson, Hakon , Denny, Joshua C , Jarvik, Gail P , Dikilitas, Ozan , Assimes, Themistocles L , Natarajan, Pradeep , Wolford, Brooke N , Scali, Salvatore , Chang, Kyong-Mi , Tsao, Philip S , Verma, Shefali S. , Lynch, Julie A. , Edwards, Todd L. , Larson, Eric B. , Lee, Ming Ta Michael , Carrell, David , Pacheco, Jennifer A. , Hveem, Kristian , Nielsen, Jonas Bille , Rader, Daniel J , O’Donnell, Christopher J., Berceli, Scott A. , Willer, Cristen J , Kullo, Iftikhar J. , Damrauer, Scott M , Beckham, Jean C , Tsao, Philip S., Concato, John , Tsao, Philip S., Do, Nhan , Nguyen, Xuan‐Mai T. , O’Donnell, Christopher J., Tsao, Philip S., Hauser, Elizabeth R. , Zhao, Hongyu , McArdle, Rachel , Whittle, Jeff , Beckham, Jean, Wells, John, Gibson, Gretchen , Kinlay, Scott , Ballas, Zuhair K. , Klein, Jon , Sriram, Peruvemba , Washburn, Ronald, Whooley, Mary A. , Rauchman, Michael I. , Servatius, Richard J. , Sherman, Scott E. , Boyko, Edward J. , Meyer, Laurence , Gupta, Samir , Robey, R. Brooks , Striker, Rob

Circulation | September 28, 2020 | Volume: 142 | Issue: 17 | Pages: 1633-1646

10.1161/circulationaha.120.047544 | PMID 32981348 Get It

Background: Abdominal aortic aneurysm (AAA) is an important cause of cardiovascular mortality; however, its genetic determinants remain incompletely defined. In total, 10 previously identified risk loci explain a small fraction of AAA heritability. Methods: We performed a genome-wide association study in the Million Veteran Program testing ≈18 million DNA sequence variants with AAA (7642 cases and 172 172 controls) in veterans of European ancestry with independent replication in up to 4972 cases and 99 858 controls. We then used mendelian randomization to examine the causal effects of blood pressure on AAA. We examined the association of AAA risk variants with aneurysms in the lower extremity, cerebral, and iliac arterial beds, and derived a genome-wide polygenic risk score (PRS) to identify a subset of the population at greater risk for disease. Results: Through a genome-wide association study, we identified 14 novel loci, bringing the total number of known significant AAA loci to 24. In our mendelian randomization analysis, we demonstrate that a genetic increase of 10 mm Hg in diastolic blood pressure (odds ratio, 1.43 [95% CI, 1.24–1.66]; P =1.6×10 −6 ), as opposed to systolic blood pressure (odds ratio, 1.06 [95% CI, 0.97–1.15]; P =0.2), likely has a causal relationship with AAA development. We observed that 19 of 24 AAA risk variants associate with aneurysms in at least 1 other vascular territory. A 29-variant PRS was strongly associated with AAA (odds ratio PRS , 1.26 [95% CI, 1.18–1.36]; P PRS =2.7×10 −11 per SD increase in PRS), independent of family history and smoking risk factors (odds ratio PRS+family history+smoking , 1.24 [95% CI, 1.14–1.35]; P PRS =1.27×10 −6 ). Using this PRS, we identified a subset of the population with AAA prevalence greater than that observed in screening trials informing current guidelines. Conclusions: We identify novel AAA genetic associations with therapeutic implications and identify a subset of the population at significantly increased genetic risk of AAA independent of family history. Our data suggest that extending current screening guidelines to include testing to identify those with high polygenic AAA risk, once the cost of genotyping becomes comparable with that of screening ultrasound, would significantly increase the yield of current screening at reasonable cost.
The NEALS primary lateral sclerosis registry
Chan, James , Thrower, Sara, Staff, Nathan P. , Datta, Neil, Kisanuki, Yaz Y. , Drory, Vivian E., Fournier, Christina , Goutman, Stephen A. , Atassi, Nazem , Group, On behalf of the NEALS PLS Registry Study, Jeon, Maryangel, Caldwell, Sarah, McDonough, Timothy, Gentile, Caroline, Liu, Jianing , Turner, M.F., Denny, Carol, Felice, Kevin J. , Green, Misty, Scarberry, Stephanie, Abu-Saleh, Saad, Nefussy, Beatrice, Hastings, Debbie, Kim, S. K., Swihart, Blake, Arcila-Londono, Ximena , Newman, Daniel S. , Silverman, Michael G. , Genge, Angela , Salmon, Kristiana , Elman, Lauren , McCluskey, Leo, Almasy, Kelly, Goslin, Kimberly, CUMMINGS, A. J., Edwards, Eli K., Rivner, Michael H. , Bouchard, Kristy, Quarles, Brandy, Kwan, Justin , Jaffa, Matthew , Baloh, Robert H. , Allred, Peggy, Walk, David , Maiser, Samuel, Manousakis, Georgios , Ferment, Valerie, Fernandes, J. Americo, Thaisetthawatkul, Pariwat , Heimes, Deborah, Sams, Laura, Kahler, Melissa, Corcoran, Alecia, Larriviere, Daniel G., Chotto, Sadie, Juba, Gracy, Staff, Nathan P , Turner, Michelle, Goutman, Stephen A , Walk, David , Paganoni, Sabrina , Marchi, Fabiola De , Pioro, Erik P. , Group, On behalf of the NEALS PLS Registry Study, Caldwell, Sarah, Mcdonough, Timothy, Turner, Michelle, Denny, C. Dimla, Newman, Daniel S., Silverman, Michael, Gotkine, Marc , Cummings, Arlena, Phillips, Melissa

Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration | September 11, 2020 | Volume: 21 | Issue: sup1 | Pages: 74-81

10.1080/21678421.2020.1804591 | PMID 32915077 Get It

Mendelian Randomization of Circulating Polyunsaturated Fatty Acids and Colorectal Cancer Risk
Khankari, Nikhil K. , Banbury, Barbara L. , Borges, Maria Carolina , Haycock, Philip , Arndt, Volker , Berndt, Sonja I. , Brenner, Hermann , Casey, Graham , Chang‐Claude, Jenny , Conti, David V. , English, Dallas R. , Figueiredo, Jane C. , Giovannucci, Edward L. , Gunter, Marc J. , Hampe, Jochen , Hoffmeister, Michael , Joshi, Amit D. , Lemire, Mathieu , Li, Li , Lindblom, Annika , Martín, Vicente , Moreno, Vı́ctor , Offit, Kenneth, Rennert, Gad , Schafmayer, Clemens , Schmit, Stephanie L. , Slattery, Martha L. , Thibodeau, Stephen N. , Weinstein, Stephanie J. , Win, Aung Ko , Woods, Michael O. , Wu, Anna H. , Murff, Harvey J. , Gruber, Stephen B. , Peters, Ulrike , Brenner, Hermann , Borges, Maria C , Arndt, Volker , Brenner, Hermann , Chang-Claude, Jenny , English, Dallas R , Giles, Graham G , Hoffmeister, Michael , Martín, Vicente , Moreno, Victor , Pharoah, Paul D P , Rennert, Gad , Sakoda, Lori C , Slattery, Martha L , Weinstein, Stephanie J , Win, Aung K , Wolk, Alicja , Denny, Joshua C , Gunter, Marc J , Haycock, Philip , Brenner, Hermann , Hampe, Jochen , Conti, David V , Lindblom, Annika , Albanes, Demetrius , Bezieau, Stéphane , Campbell, Peter T. , Chan, Andrew T. , Cotterchio, Michelle , Giles, Graham G. , Hopper, John L. , Jenkins, Mark A. , Marchand, Loı̈c Le , Li, Christopher I , Newcomb, Polly A. , Pharoah, Paul D.P. , Sakoda, Lori C. , Song, Mingyang , Ulrich, Cornelia M. , White, Emily , Wolk, Alicja , Cai, Qiuyin , Denny, Joshua C. , Edwards, Todd L. , Zheng, Wei

Cancer Epidemiology, Biomarkers & Prevention | February 12, 2020 | Volume: 29 | Issue: 4 | Pages: 860-870

10.1158/1055-9965.epi-19-0891 | PMID 32051193 Get It

Abstract Background: Results from epidemiologic studies examining polyunsaturated fatty acids (PUFA) and colorectal cancer risk are inconsistent. Mendelian randomization may strengthen causal inference from observational studies. Given their shared metabolic pathway, examining the combined effects of aspirin/NSAID use with PUFAs could help elucidate an association between PUFAs and colorectal cancer risk. Methods: Information was leveraged from genome-wide association studies (GWAS) regarding PUFA-associated SNPs to create weighted genetic scores (wGS) representing genetically predicted circulating blood PUFAs for 11,016 non-Hispanic white colorectal cancer cases and 13,732 controls in the Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO). Associations per SD increase in the wGS were estimated using unconditional logistic regression. Interactions between PUFA wGSs and aspirin/NSAID use on colorectal cancer risk were also examined. Results: Modest colorectal cancer risk reductions were observed per SD increase in circulating linoleic acid [ORLA = 0.96; 95% confidence interval (CI) = 0.93–0.98; P = 5.2 × 10−4] and α-linolenic acid (ORALA = 0.95; 95% CI = 0.92–0.97; P = 5.4 × 10−5), whereas modest increased risks were observed for arachidonic (ORAA = 1.06; 95% CI = 1.03–1.08; P = 3.3 × 10−5), eicosapentaenoic (OREPA = 1.04; 95% CI = 1.01–1.07; P = 2.5 × 10−3), and docosapentaenoic acids (ORDPA = 1.03; 95% CI = 1.01–1.06; P = 1.2 × 10−2). Each of these effects was stronger among aspirin/NSAID nonusers in the stratified analyses. Conclusions: Our study suggests that higher circulating shorter-chain PUFAs (i.e., LA and ALA) were associated with reduced colorectal cancer risk, whereas longer-chain PUFAs (i.e., AA, EPA, and DPA) were associated with an increased colorectal cancer risk. Impact: The interaction of PUFAs with aspirin/NSAID use indicates a shared colorectal cancer inflammatory pathway. Future research should continue to improve PUFA genetic instruments to elucidate the independent effects of PUFAs on colorectal cancer.
Genome-Wide Association Study (GWAS) Of Venous Thromboembolism (VTE) In African-Americans From The Electronic Medical Records & Genomics (eMERGE) Networkm
Heit, John A. , Armasu, Sebastian M. , Pathak, Jyotishman , Gottesman, Omri, Böttinger, Erwin P. , Roden, Dan M. , Li, Rongling, Ritchie, Marylyn D. , Andrade, Mariza de , Kullo, Iftikhar J. , Chute, Christopher G. , Denny, Joshua C. , Roden, Dan M.

Blood | October 14, 2019 | Volume: 122 | Issue: 21 | Pages: 458-458

10.1182/blood.v122.21.458.458 Get It

Background The incidence of VTE in African-Americans (AAs) is similar to or higher than in Americans of European ancestry. However, the carrier frequencies of inherited thrombophilias common in whites (i.e., Factor V Leiden, Prothrombin G20210A) are very low in AAs, suggesting that other inherited thrombophilias may be associated with VTE in AAs. Objective To identify potentially novel non-hypothesis-driven single nucleotide polymorphisms (SNPs) associated with VTE in AAs. Methods We used the resources of the eMERGE Network to perform a GWAS of VTE in AAs. The eMERGE Network (funded by NHGRI) is comprised of nine sites each with DNA biobanks linked to electronic health records (EHRs). Approximately 39,206 unique DNA samples have been genotyped using either Affymetrix or Illumina genome-wide SNP arrays. Led by the Coordinating Center and eMERGE genomics workgroup, an imputation pipeline was developed for merging genomic data across the different SNP arrays used by the eMERGE sites, to maximize sample size and the power to detect associations. The imputation was performed using the 1000 Genomes Cosmopolitan reference panel which includes 1092 individuals and over 36 million SNPs. From our previously-identified cohort of Olmsted County, MN residents with incident or recurrent VTE, 1996-2005, we derived and validated an EHR-driven phenotype extraction algorithm that leveraged structured data based on ICD-9-CM codes and unstructured data from clinical notes via natural language processing to identify VTE cases and controls with 100% and 94% positive and negative predictive values, respectively. We tested for an association between each SNP and VTE among AAs using unconditional logistic regression, adjusting for age, sex and eMERGE site. Results Among 294 AA VTE cases and 3,661 AA controls (total n=3,955; females, n=2,512), the Factor V Leiden (F5 rs6025) was not analyzed due to a very low minor allele frequency (MAF=0.0036). The prothrombin G20210A (F2 rs1799963) and ABO blood type O (ABO rs8176719) SNPs were not genotyped in any of the arrays and could not be imputed. Among SNPs with an imputation score >0.8, the most significant SNPs associated with VTE were ITPR3 (inositol 1,4,5-triphosphate receptor type 3) rs2229637 (OR=1.65; p=3.61E-07; MAF=0.19) and CLEC7A (C-type lectin domain family 7, member A) rs59819090 (OR=2.16; p=1.06E-06; MAF=0.056). ITPR3 SNPs have been associated with coronary artery aneurysm in Kawasaki disease, type 1 diabetes mellitus and other autoimmune disorders. CLEC7A rs59819090 encodes for a serine82 to leucine nonsynonymous amino acid change in dectin-1. Dectin-1 is a transmembrane innate immune pattern recognition receptor on myeloid cells that upon binding it’s agonist, β-glucans, stimulates cytokine production and the respiratory burst, a prerequisite for formation of neutrophil extracelluar traps (NETs). NETs have been associated with VTE (van Montfoort, et al. Ateriosclero Thromb Vasc Biol 2013;33:147-51). Dectin-1 serine82 is not evolutionarily conserved and the serine82 to leucine amino acid change is predicted to be tolerated, with a moderate effect on protein function. Conclusions ITPR3 rs2229637 and CLAC7A rs59819090 may be associated with VTE in African-Americans. These observations require replication and functional studies toward understanding how they may lie on the causal pathway to VTE. Disclosures: No relevant conflicts of interest to declare.
Association of Genetic Risk of Obesity with Postoperative Complications Using Mendelian Randomization
Robinson, Jamie R. , Carroll, Robert J. , Bastarache, Lisa , Mou, Zongyang , Wei, Wei‐Qi, Connolly, John J. , Mentch, Frank , Sleiman, Patrick , Crane, Paul K. , Hebbring, Scott J. , Stanaway, Ian B. , Crosslin, David R. , Gordon, Allan , Rosenthal, Elisabeth A. , Petukhova, Lynn , Namjou, Bahram , Safarova, Maya , Walton, Nephi , Still, Christopher D. , Böttinger, Erwin P. , Loos, Ruth J. F. , Murphy, Shawn N. , Håkonarson, Håkon , Jarvik, Gail P. , Larson, Eric B. , Roden, Dan M. , Denny, Joshua C. , Safarova, Maya S, Hakonarson, Hakon , Denny, Joshua C , Jarvik, Gail P , Gordon, Adam S , Wei, Wei-Qi , Loos, Ruth J F , Connolly, John J , Chen, Qingxia , Carrell, David , Hayes, M. Geoffrey , Wei, Wei , Zhang, Ge, Jackson, Gretchen Purcell , Kullo, Iftikhar J. , Weng, Chunhua , Roden, Dan M.

World Journal of Surgery | October 11, 2019 | Volume: 44 | Issue: 1 | Pages: 84-94

10.1007/s00268-019-05202-9 | PMID 31605180 Get It

AbstractBackgroundThe extent to which obesity and genetics determine postoperative complications is incompletely understood.MethodsWe performed a retrospective study using two population cohorts with electronic health record (EHR) data. The first included 736,726 adults with body mass index (BMI) recorded between 1990 and 2017 at Vanderbilt University Medical Center. The second cohort consisted of 65,174 individuals from 12 institutions contributing EHR and genome‐wide genotyping data to the Electronic Medical Records and Genomics (eMERGE) Network. Pairwise logistic regression analyses were used to measure the association of BMI categories with postoperative complications derived from International Classification of Disease‐9 codes, including postoperative infection, incisional hernia, and intestinal obstruction. A genetic risk score was constructed from 97 obesity‐risk single‐nucleotide polymorphisms for a Mendelian randomization study to determine the association of genetic risk of obesity on postoperative complications. Logistic regression analyses were adjusted for sex, age, site, and race/principal components.ResultsIndividuals with overweight or obese BMI (≥25 kg/m2) had increased risk of incisional hernia (odds ratio [OR] 1.7–5.5, p < 3.1 × 10−20), and people with obesity (BMI ≥ 30 kg/m2) had increased risk of postoperative infection (OR 1.2–2.3, p < 2.5 × 10−5). In the eMERGE cohort, genetically predicted BMI was associated with incisional hernia (OR 2.1 [95% CI 1.8–2.5], p = 1.4 × 10−6) and postoperative infection (OR 1.6 [95% CI 1.4–1.9], p = 3.1 × 10−6). Association findings were similar after limitation of the cohorts to those who underwent abdominal procedures.ConclusionsClinical and Mendelian randomization studies suggest that obesity, as measured by BMI, is associated with the development of postoperative incisional hernia and infection.
Discovery of Noncancer Drug Effects on Survival in Electronic Health Records of Patients With Cancer: A New Paradigm for Drug Repurposing
Wang, Liwei , Jiang, Min , Nian, Hui , Du, Xianglin L. , Denny, Joshua C. , Xu, Hua , Denny, Joshua C , Wu, Yonghui , Warner, Jeremy L. , Xu, Jun , Chen, Qingxia , Dai, Qi Chang , Yang, Ping , Liu, Hongfang

JCO Clinical Cancer Informatics | May 29, 2019 | Volume: No volume available | Issue: 3 | Pages: 1-9

10.1200/cci.19.00001 | PMID 31141421 Get It

PURPOSEDrug development is becoming increasingly expensive and time consuming. Drug repurposing is one potential solution to accelerate drug discovery. However, limited research exists on the use of electronic health record (EHR) data for drug repurposing, and most published studies have been conducted in a hypothesis-driven manner that requires a predefined hypothesis about drugs and new indications. Whether EHRs can be used to detect drug repurposing signals is not clear. We want to demonstrate the feasibility of mining large, longitudinal EHRs for drug repurposing by detecting candidate noncancer drugs that can potentially be used for the treatment of cancer.PATIENTS AND METHODSBy linking cancer registry data to EHRs, we identified 43,310 patients with cancer treated at Vanderbilt University Medical Center (VUMC) and 98,366 treated at the Mayo Clinic. We assessed the effect of 146 noncancer drugs on cancer survival using VUMC EHR data and sought to replicate significant associations (false discovery rate < .1) using the identical approach with Mayo Clinic EHR data. To evaluate replicated signals further, we reviewed the biomedical literature and clinical trials on cancers for corroborating evidence.RESULTSWe identified 22 drugs from six drug classes (statins, proton pump inhibitors, angiotensin-converting enzyme inhibitors, β-blockers, nonsteroidal anti-inflammatory drugs, and α-1 blockers) associated with improved overall cancer survival (false discovery rate < .1) from VUMC; nine of the 22 drug associations were replicated at the Mayo Clinic. Literature and cancer clinical trial evaluations also showed very strong evidence to support the repurposing signals from EHRs.CONCLUSIONMining of EHRs for drug exposure–mediated survival signals is feasible and identifies potential candidates for antineoplastic repurposing. This study sets up a new model of mining EHRs for drug repurposing signals.
Probing the Virtual Proteome to Identify Novel Disease Biomarkers
Smith, J. G. , Melander, Olle , Ngo, Debby , Shaffer, Christian M., Ferguson, Jane F. , Herzig, Matthew , McCarty, Catherine A. , Jarvik, Gail P. , Gordon, Allan , Palmer, Melody R. , Crosslin, David R. , Larson, Eric B. , Pacheco, Jennifer A. , Peissig, Peggy , Brilliant, Murray H. , Kitchner, Terrie, Linneman, James G., Namjou, Bahram , Ritchie, Marylyn D. , Borthwick, Kenneth M., Kiryluk, Krzysztof , Mentch, Frank , Sleiman, Patrick , Karlson, Elizabeth W. , Zhu, Yineng, Denny, Joshua C. , Roden, Dan M. , Gerszten, Robert E. , Wang, Thomas J. , Denny, Joshua C , Jarvik, Gail P , Gordon, Adam S , Pacheco, Jennifer A , Kiryluk, Krzysztof , Ferguson, Jane F , Mosley, Jonathan D , Benson, Mark D. , Chute, Christopher G. , Carrell, David , Kullo, Iftikhar J. , Williams, Marc S , Verma, Shefali S. , Vasan, Ramachandran S. , Yang, Qiong , Roden, Dan M. , Smith, J Gustav

Circulation | January 7, 2019 | Volume: 138 | Issue: 22 | Pages: 2469-2481

10.1161/circulationaha.118.036063 | PMID 30571344 Get It

Background: Proteomic approaches allow measurement of thousands of proteins in a single specimen, which can accelerate biomarker discovery. However, applying these technologies to massive biobanks is not currently feasible because of the practical barriers and costs of implementing such assays at scale. To overcome these challenges, we used a “virtual proteomic” approach, linking genetically predicted protein levels to clinical diagnoses in >40 000 individuals. Methods: We used genome-wide association data from the Framingham Heart Study (n=759) to construct genetic predictors for 1129 plasma protein levels. We validated the genetic predictors for 268 proteins and used them to compute predicted protein levels in 41 288 genotyped individuals in the Electronic Medical Records and Genomics (eMERGE) cohort. We tested associations for each predicted protein with 1128 clinical phenotypes. Lead associations were validated with directly measured protein levels and either low-density lipoprotein cholesterol or subclinical atherosclerosis in the MDCS (Malmö Diet and Cancer Study; n=651). Results: In the virtual proteomic analysis in eMERGE, 55 proteins were associated with 89 distinct diagnoses at a false discovery rate q<0.1. Among these, 13 associations involved lipid (n=7) or atherosclerosis (n=6) phenotypes. We tested each association for validation in MDCS using directly measured protein levels. At Bonferroni-adjusted significance thresholds, levels of apolipoprotein E isoforms were associated with hyperlipidemia, and circulating C-type lectin domain family 1 member B and platelet-derived growth factor receptor-β predicted subclinical atherosclerosis. Odds ratios for carotid atherosclerosis were 1.31 (95% CI, 1.08–1.58; P =0.006) per 1-SD increment in C-type lectin domain family 1 member B and 0.79 (0.66–0.94; P =0.008) per 1-SD increment in platelet-derived growth factor receptor-β. Conclusions: We demonstrate a biomarker discovery paradigm to identify candidate biomarkers of cardiovascular and other diseases.
Detecting potential pleiotropy across cardiovascular and neurological diseases using univariate, bivariate, and multivariate methods on 43,870 individuals from the eMERGE network
Zhang, Xinyuan , Veturi, Yogasudha , Bone, William P. , Lucas, Anastasia, Hebbring, Scott J. , Stanaway, Ian B. , Jarvik, Gail P. , Crosslin, David R. , Larson, Eric B. , Sleiman, Patrick , Fasel, David , Wei, Wei‐Qi, Schaid, Daniel J. , Ritchie, Marylyn D. , Jarvik, Gail P , Wei, Wei-Qi , Verma, Shefali S. , Verma, Anurag , Denny, Joshua C. , Rasmussen‐Torvik, Laura J. , Pendergrass, Sarah A. , Smoller, Jordan W. , Håkonarson, Håkon , Weng, Chunhua , Kullo, Iftikhar J. , Chung, Wendy K.

Biocomputing 2019 | November 28, 2018 | Volume: No volume available | Issue: No issue available | Pages: 272-283

10.1142/9789813279827_0025 Get It

Isokinetic and isometric shoulder rotation strength in the protracted position: A reliability study
Smith, Jay , Padgett, Denny J., Kotajarvi, Brian R., Eischen, Joseph J.

Isokinetics and Exercise Science | October 30, 2018 | Volume: 9 | Issue: 2-3 | Pages: 119-127

10.3233/ies-2001-0075 Get It

Scapular position has been hypothesized to influence rotator cuff function, but no current methods exist to reliably measure shoulder rotation strength in different scapular positions. The purpose of this study was to develop a reliable technique to measure isokinetic (ISOK) and isometric (ISOM) shoulder rotation strength with the scapula protracted. Ten healthy volunteers(5 male, 5 female, ages 20--41) completed two to three ISOM and five ISOK (90 degrees/second) internal rotation (IR) and external rotation (ER) repetitions in a position of scapular protraction with the shoulder abducted 45 degrees in the scapular plane. Subjects returned 24--72 hours later to repeat testing. All torque measurements in the protracted position exhibited excellent intersession reliability (ICCs > 0.97). Shoulder rotational torque can be measured in the protracted scapula position with excellent reliability using the new technique described. Establishing the reliability of the protracted technique is a necessary prerequisite for the completion of future studies examining quantitative differences in rotational torque generation between the neutral and protracted scapula positions in the functional shoulder position of 45 degrees of scapular plane abduction.