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236 citation(s) found for "O'Byrne, J".

Common and rare variant association analyses in Amyotrophic Lateral Sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology
Rheenen, Wouter van , Spek, Rick van der, Berg, Leonard van den, Hop, Paul , Zwamborn, Ramona, Klein, Niek de , Westra, Harm-Jan , Bakker, Olivier, Shireby, Gemma , Dolzhenko, Egor, Dekker, Annelot, Westeneng, Henk-Jan, Tazelaar, Gijs, Eijk, Kristel van , Kooyman, Maarten , Doherty, Mark, Iacoangeli, Alfredo, Cooper‐Knock, Johnathan , Smith, Bradley , Chandran, Siddharthan , Morrison, Karen, Shaw, Pamela, Hardy, John , Orrell, Richard, Basak, Nazli, Ratti, Antonia, Pinter, Guiseppe Lauria, D'Alfonso, Sandra, Soraru, Gianni, Padovani, Alessandro , Moglia, Cristina, Brunetti, Maura, Canosa, Antonio, Grassano, Maurizio, Nefussy, Beatrice, Nordin, Angelica, Lerner, Yossef, Zabari, Michal, Baloh, Robert, Bell, Shaugn, Vourc'h, Patrick, Corcia, Philippe, Couratier, Philippe, Meininger, Vincent, Salachas, Francois, Pardina, Jesús Mora, Assialioui, Abdelilah , Rojas‐García, Ricardo , Dion, Patrick, Ludolph, Albert, Weishaupt, Jochen, Brenner, David, Freischmidt, Axel , Bensimon, Gilbert , Durr, Alexandra, Payan, Christine, Saker-Delye, Safa, Wood, Nicholas , Rademakers, Rosa, Tittmann, Lukas, Lieb, Wolfgang, Braun, Alice, Hofman, Albert, Cichon, Sven , Traynor, Bryan, Singleton, Andrew, Neto, Miguel Mitne, Ophoff, Roel, Wiedau-Pazos, Martina, Lomen-Hoerth, Catherine, Rödiger, Annekathrin, Jörk, Alexander, Barthel, Tabea, Theele, Erik, Ilse, Berjamin, Stubendorff, Beatrice, Witte, Otto W. , Hübner, Christian, Graff, Caroline , Brylev, Lev, Fominykh, Vera, Demeshonok, Vera, Ataulina, Anastasia , Koritnik, Blaž , Zidar, Janez , Ravnik-Glavač, Metka, Glavač, Damjan, Stević, Zorica, Drory, Vivian, Povedano, Mónica, Henderson, Robert , Furlong, Sarah , McCombe, Pamela, Ngo, Shyuan, Steyn, Frederik, Mather, Karen A. , Sachdev, Perminder S. , Henders, Anjali, Carvalho, Mamede de, Petri, Susanne, Weber, Markus , Glass, Jonathan D. , Brown, Robert, Landers, John, Garton, Fleur, McRae, Allan, Mill, Jonathan , Kenna, Kevin, Runz, Heiko, Franke, Lude , Damme, Philip Van , Gaur, Nayana , Steyn, Frederik J. , Landers, John E. , Westra, Harm-Jan , Steyn, F J , Cichon, Sven , Sachdev, Perminder S , Van Damme, Philip , Hardy, John , Padovani, Alessandro , Graff, Caroline , Spek, Rick A. A. van der , Bakker, Mark K. , Veldink, Jan H. , Vugt, Joke J.F.A. van , Zwamborn, Ramona A.J. , Deelen, Patrick , Hannon, Eilís , Moisse, Matthieu , Baird, Denis A. , Restuadi, Restuadi , Gawor, Klara , Westeneng, Henk‐Jan , Byrne, Ross Patrick , Heverin, Mark , Khleifat, Ahmad Al , Iacoangeli, Alfredo , Shatunov, Aleksey , Ticozzi, Nicola , Gromicho, Marta , Pal, Suvankar , Orrell, Richard W., Sendtner, Michael , Meyer, Thomas , Basak, Nazli A., Kooi, Anneke J. van der , Ratti, Antonia , Fogh, Isabella , Gellera, Cinzia , Corti, Stefania Paola , Cereda, Cristina , Sproviero, Daisy , D’Alfonso, Sandra , Siciliano, Gabriele , Filosto, Massimiliano , Chiò, Adriano , Calvo, Andrea , Moglia, Cristina , Brunetti, Maura , Canosa, Antonio , Grassano, Maurizio , Beghi, Ettore , Pupillo, Elisabetta , Logroscino, Giancarlo , Osmanovic, Alma , Nordin, Angelica , Lerner, Yossef, Zabari, Michal, Gotkine, Marc , Vourc’h, Patrick , Corcia, Philippe , Couratier, Philippe , Millecamps, Stéphanie , Meininger, Vincent, Salachas, François, Ross, Jay P. , Ludolph, Albert, Brice, Alexis , Dürr, Alexandra , Saker-Delye, Safaa, Wood, Nicholas , Topp, Simon , Rademakers, Rosa , Tittmann, Lukas , Franke, André , Ripke, Stephan , Braun, Alice , Kraft, Julia , Whiteman, David C. , Olsen, Catherine M. , Uitterlinden, André G. , Hofman, Albert, Rietschel, Marcella , Nöthen, Markus M. , Amouyel, Philippe , Traynor, Bryan J. , Singleton, Andrew, Cauchi, Ruben J. , Ophoff, Roel A. , Lomen‐Hoerth, Catherine , Deerlin, Vivianna M. Van , Großkreutz, Julian , Rödiger, Annekathrin, Jörk, Alexander, Barthel, Tabea, Theele, Erik, Steinbach, Robert , Hübner, Christian, Fominykh, Vera , Demeshonok, Vera, Rogelj, Boris , Drory, Vivian, Blair, Ian P. , Kiernan, Matthew C. , Benyamin, Beben , Mathers, Susan , Needham, Merrilee , Ngo, Shyuan T. , Nicholson, Garth A. , Pamphlett, Roger , Rowe, Dominic B. , Williams, Kelly L. , Wallace, Leanne M. , Carvalho, Mamede A. de , Pinto, Susana , Petri, Susanne , Rouleau, Guy Armand , Silani, Vincenzo , Curtis, Charles J. C. , Breen, Gerome , Brown, Robert, Shaw, Christopher E. , Andersen, Peter Munch , Groen, Ewout J. N. , Es, Michael A. van , Pasterkamp, R. Jeroen , Fan, Dongsheng , Smith, George Davey , Gaunt, Tom R. , Eberle, Michael A. , McLaughlin, Russell L. , Hardiman, Orla , Wray, Naomi , Tsai, Ellen A. , Runz, Heiko , Al‐Chalabi, Ammar

No container title available | March 18, 2021 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-322430/v1 Get It

Abstract Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease with a life-time risk of 1 in 350 people and an unmet need for disease-modifying therapies. We conducted a cross-ancestry GWAS in ALS including 29,612 ALS patients and 122,656 controls which identified 15 risk loci in ALS. When combined with 8,953 whole-genome sequenced individuals (6,538 ALS patients, 2,415 controls) and the largest cortex-derived eQTL dataset (MetaBrain), analyses revealed locus-specific genetic architectures in which we prioritized genes either through rare variants, repeat expansions or regulatory effects. ALS associated risk loci were shared with multiple traits within the neurodegenerative spectrum, but with distinct enrichment patterns across brain regions and cell-types. Of the environmental and life-style risk factors obtained from literature, Mendelian randomization analyses indicated a causal role for high cholesterol levels. All ALS associated signals combined reveal a role for perturbations in vesicle mediated transport and autophagy, and provide evidence for cell-autonomous disease initiation in glutamatergic neurons.
Autologous stem cell transplantation after anti-PD-1 therapy for multiply relapsed or refractory Hodgkin lymphoma
Redd, Robert , Nishihori, Taiga , Nieto, Yago , Darrah, Justin , Rao, Uttam K. , Byrne, Michael , Bond, David A. , Maddocks, Kami J. , Spinner, Michael A. , Advani, Ranjana H. , Ballard, Hatcher J. , Svoboda, Jakub , Singh, Anurag K. , Modi, Dipenkumar , Ramchandren, Radhakrishnan , Cohen, Jonathon B. , Frigault, Matthew J. , Chen, Yi‐Bin , Serritella, Anthony V. , Kline, J., Ansell, Stephen M. , Nathan, Sunita , Rahimian, Maryam, Shah, Mansi , David, Kevin A. , Park, Steven , Beaven, Anne , Habib, Alma , Bachanová, Veronika , Nakhoda, Shazia , Lynch, Ryan C. , Smith, Stephen D. , Ho, Vincent T. , LaCasce, Ann S. , Armand, Philippe , Herrera, Alex F. , Redd, Robert , Bachanova, Veronika , Nishihori, Taiga , Nieto, Yago , Advani, Ranjana H , Park, Steven I , Bond, David A , Merryman, Reid W. , Chavez, Julio C , McGuirk, Joseph P. , Romancik, Jason T. , Joyce, Robin , Khan, Nadia

Blood Advances | March 12, 2021 | Volume: 5 | Issue: 6 | Pages: 1648-1659

10.1182/bloodadvances.2020003556 | PMID 33710337 Get It

Abstract Autologous stem cell transplantation (ASCT) can be curative for patients with relapsed/refractory Hodgkin lymphoma (HL). Based on studies suggesting that anti-PD-1 monoclonal antibodies (mAbs) can sensitize patients to subsequent chemotherapy, we hypothesized that anti-PD-1 therapy before ASCT would result in acceptable outcomes among high-risk patients who progressed on or responded insufficiently to ≥1 salvage regimen, including chemorefractory patients who are traditionally considered poor ASCT candidates. We retrospectively identified 78 HL patients who underwent ASCT after receiving an anti-PD-1 mAb (alone or in combination) as third-line or later therapy across 22 centers. Chemorefractory disease was common, including 42 patients (54%) refractory to ≥2 consecutive systemic therapies immediately before anti-PD-1 treatment. Fifty-eight (74%) patients underwent ASCT after anti-PD-1 treatment, while 20 patients (26%) received additional therapy after PD-1 blockade and before ASCT. Patients received a median of 4 systemic therapies (range, 3-7) before ASCT, and 31 patients (41%) had a positive pre-ASCT positron emission tomography (PET) result. After a median post-ASCT follow-up of 19.6 months, the 18-month progression-free survival (PFS) and overall survival were 81% (95% CI, 69-89) and 96% (95% confidence interval [CI], 87-99), respectively. Favorable outcomes were observed for patients who were refractory to 2 consecutive therapies immediately before PD-1 blockade (18-month PFS, 78%), had a positive pre-ASCT PET (18-month PFS, 75%), or received ≥4 systemic therapies before ASCT (18-month PFS, 73%), while PD-1 nonresponders had inferior outcomes (18-month PFS, 51%). In this high-risk cohort, ASCT after anti-PD-1 therapy was associated with excellent outcomes, even among heavily pretreated, previously chemorefractory patients.
Phase IB Study of Sorafenib and Evofosfamide in Patients with Advanced Hepatocellular and Renal Cell Carcinomas (NCCTG N1135, Alliance)
Tran, Nguyen H. , Foster, Nathan R. , Byrne, Thomas , Silva, Alvin, Mody, Kabir , Tran, Nguyen , Mahipal, Amit , Hubbard, Joleen M. , Alberts, Steven R. , Borad, Mitesh J.

No container title available | February 24, 2021 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-234613/v1 Get It

Abstract Background: Sorafenib (Sor) remains a first-line option for hepatocellular carcinoma (HCC) or refractory renal cell carcinomas (RCC). PLC/PRF/5 HCC model showed upregulation of hypoxia with enhanced efficacy when Sor is combined with hypoxia-activated prodrug evofosfamide (Evo). Methods: This phase IB 3 + 3 design investigated 3 Evo dose levels (240, 340, 480 mg/m2 on days 8, 15, 22), combined with Sor 200 mg orally twice daily (po bid) on days 1-28 of a 28-day cycle. Primary objectives included determining maximum tolerated dose (MTD) and recommended phase II dose (RP2D) of Sor + Evo. Results: Eighteen patients were enrolled (median age 62.5 years; 17 male /1 female; 12 HCC/6 RCC) across three dose levels (DL0: Sor 200 mg bid/Evo 240 mg/m2 [n=6], DL1:Sor 200 mg bid/Evo 480 mg/m2 [n=5], DL1a: Sor 200 mg bid/Evo 340 mg/m2 [n=7]). Two dose-limiting toxicities (DLTs) were reported with Evo 480 mg/m2 (grade 3 mucositis, grade 4 hepatic failure). Grade 3 rash DLT was observed in one patient at Evo 240 mg/m2. No DLTs were observed at Evo 340 mg/m2. MTD and RP2D were established as Sor 200 mg/Evo 340 mg/m2 and Sor 200/Evo 240 mg/m2, respectively. The most common treatment-related adverse events included fatigue, hand-foot syndrome, hypertension, and nausea/vomiting. Two partial responses were observed, one each at DL0 and DL1a.; disease control rate was 55%.Conclusions: RP2D was established as sorafenib 200 mg bid + Evo 240 mg/m2. While preliminary anti-tumor activity was observed, future development must account for advances in immunotherapy in HCC/RCC. NCT01497444Date of registration December 20, 2011
Barriers to Obtaining a Timely Diagnosis in Human Papillomavirus–Associated Oropharynx Cancer
Karp, Emily E. , Moore, Eric J. , Elias, Anna , O’Byrne, Thomas J., Glasgow, Amy E. , Habermann, Elizabeth B. , Kasperbauer, Jan L. , Abel, Kathryn M. Van , Glasgow, Amy E. , Elias, Anna J , O'Byrne, Thomas J, Van Abel, Kathryn M , Habermann, Elizabeth , Glasgow, Amy E , Yin, Linda X. , Price, Daniel L.

Otolaryngology–Head and Neck Surgery | January 26, 2021 | Volume: 165 | Issue: 2 | Pages: 300-308

10.1177/0194599820982662 | PMID 33494648 Get It

ObjectiveFailure to recognize symptoms of human papillomavirus–associated oropharyngeal squamous cell carcinoma (HPV(+)OPSCC) at presentation can delay diagnosis and treatment. This study aims to identify patient factors and provider patterns that contribute to delayed diagnosis.Study DesignRetrospective case series.SettingTertiary care center.MethodsPatients with HPV(+)OPSCC receiving intent‐to‐cure treatment from 2006 to 2016. Clinical data, workup, and care timelines were abstracted. Univariate and multivariable linear regressions were performed to determine associations.ResultsOf 703 included patients, 627 (89%) were male, and mean (SD) age at diagnosis was 59 (9) years. The mean (SD) delay to diagnosis was 148.8 (243.51) days, with an average delay of 63 (154.91) days from symptom onset to first presentation and 82.8 (194.25) days from first presentation to diagnosis. Most patients visited at least 2 providers (n = 546, 78%) before diagnosis and saw their primary care physician at first presentation (n = 496, 71%). The most common imaging and biopsy obtained before diagnosis was neck computed tomography (n = 391, 56%) and neck fine‐needle aspiration (n = 423, 60%), respectively. On multivariable linear regression, being a homemaker, being a current smoker, seeing 3 or more providers, and getting a magnetic resonance imaging scan were associated with significant delays in diagnosis (P <. 01, all). Treatment with antibiotics and a suspicion for HPV(+)OPSCC at first presentation were associated with decreased delays in diagnosis (P <. 01, both).ConclusionsPatient delays in seeking medical attention and provider delays in recognizing the appropriate diagnosis both contribute to delays of care in HPV(+)OPSCC. Improved patient and provider education is necessary to expedite the diagnosis of HPV(+)OPSCC.
Administrative Coding in Electronic Health Care Record‐Based Research of NAFLD: An Expert Panel Consensus Statement
Hagström, Hannes , Adams, Leon A. , Allen, Alina M. , Byrne, Christopher D. , Chang, Yoosoo , Grønbæk, Henning , Jepsen, Peter , Kanwal, Fasiha , Kramer, Jennifer R. , Lazarus, Jeffrey V. , Newsome, Philip N. , Ryu, Seungho , Schattenberg, Jörn M. , Simon, Tracey G. , Tapper, Elliot B. , Yılmaz, Yusuf , Zelber‐Sagi, Shira , Åberg, Fredrik , Kramer, Jennifer , Lazarus, Jeffrey V , Long, Michelle T , Newsome, Philip N , Rowe, Ian A , Schattenberg, Jörn M , Simon, Tracey G , Tapper, Elliot B , Wong, Vincent Wai-Sun , Åberg, Fredrik , Allen, Alina M , Yilmaz, Yusuf , Hagström, Hannes , Ismail, Mona Hassan , Long, Michelle T. , Loomba, Rohit , Serper, Marina , Sheron, Nick , Wild, Sarah H. , Wong, Vincent Wai‐Sun

Hepatology | January 24, 2021 | Volume: 74 | Issue: 1 | Pages: 474-482

10.1002/hep.31726 | PMID 33486773 Get It

Background and Aims Electronic health record (EHR)‐based research allows the capture of large amounts of data, which is necessary in NAFLD, where the risk of clinical liver outcomes is generally low. The lack of consensus on which International Classification of Diseases (ICD) codes should be used as exposures and outcomes limits comparability and generalizability of results across studies. We aimed to establish consensus among a panel of experts on ICD codes that could become the reference standard and provide guidance around common methodological issues. Approach and Results Researchers with an interest in EHR‐based NAFLD research were invited to collectively define which administrative codes are most appropriate for documenting exposures and outcomes. We used a modified Delphi approach to reach consensus on several commonly encountered methodological challenges in the field. After two rounds of revision, a high level of agreement (>67%) was reached on all items considered. Full consensus was achieved on a comprehensive list of administrative codes to be considered for inclusion and exclusion criteria in defining exposures and outcomes in EHR‐based NAFLD research. We also provide suggestions on how to approach commonly encountered methodological issues and identify areas for future research. Conclusions This expert panel consensus statement can help harmonize and improve generalizability of EHR‐based NAFLD research.
Phenoxy Radical Reactivity of Nucleic Acids: Practical Implications for Biotinylation
Wilbanks, Brandon , Garcia, Brian A., Byrne, Shane R. , Maher, L. James , Garcia, Brian, III, Louis James Maher , Byrne, Shane R , Wilbanks, Brandon A , Dedon, Peter C

ChemBioChem | December 24, 2020 | Volume: 22 | Issue: 8 | Pages: 1400-1404

10.1002/cbic.202000854 | PMID 33368926 Get It

AbstractRecent advances in peroxidase‐mediated biotin tyramide (BT) signal amplification technology have resulted in high‐resolution and subcellular compartment‐specific mapping of protein and RNA localization. Horseradish peroxidase (HRP) in the presence of H2O2 is known to activate phenolic compounds for phenoxy radical reaction with nucleic acids, where biotinylation by BT is a practical example. BT reactivity with RNA and DNA is not understood in detail. We report that BT phenoxy radicals react in a sequence‐independent manner with guanosine bases in RNA. In contrast, DNA reactivity with BT cannot be detected by our methods under the same conditions. Remarkably, we show that fluorescein conjugates DNA rapidly and selectively reacts with BT phenoxy radicals, allowing convenient and practical biotinylation of DNA on fluorescein with retention of fluorescence.
Infection and Risk of Parkinson’s Disease
Noyce, Alastair J. , Byrne, Matthew , Savica, Rodolfo , Noyce, Alastair J , Smeyne, Richard Jay , Marras, Connie

Journal of Parkinson's Disease | December 22, 2020 | Volume: 11 | Issue: 1 | Pages: 31-43

10.3233/jpd-202279 | PMID 33361610 Get It

Parkinson’s disease (PD) is thought to be caused by a combination of genetic and environmental factors. Bacterial or viral infection has been proposed as a potential risk factor, and there is supporting although not entirely consistent epidemiologic and basic science evidence to support its role. Encephalitis caused by influenza has included parkinsonian features. Epidemiological evidence is most compelling for an association between PD and hepatitis C virus. Infection with Helicobacter pylori may be associated not only with PD risk but also response to levodopa. Rapidly evolving knowledge regarding the role of the microbiome also suggests a role of resident bacteria in PD risk. Biological plausibility for the role for infectious agents is supported by the known neurotropic effects of specific viruses, particular vulnerability of the substantia nigra and even the promotion of aggregation of alpha-synuclein. A common feature of implicated viruses appears to be production of high levels of cytokines and chemokines that can cross the blood-brain barrier leading to microglial activation and inflammation and ultimately neuronal cell death. Based on multiple avenues of evidence it appears likely that specific bacterial and particularly viral infections may increase vulnerability to PD. The implications of this for PD prevention requires attention and may be most relevant once preventive treatments for at-risk populations are developed.
Targeting the RhoGEF βPIX/COOL-1 in Glioblastoma: Proof of Concept Studies
Connor, Kate , Murray, David W. , Tran, Nhan L. , White, Kieron , Dicker, Patrick , Sweeney, Kieron J. , O’Halloran, Philip J. , MacCarthy, Brian , Shiels, Liam P., Lodi, Francesca , Lambrechts, Diether , Sarkaria, Jann N. , Symons, Marc , Byrne, Annette T. , Lambrechts, Diether , O'Halloran, Philip J , MacCarthy, Brian , Lodi, Francesca , Sarkaria, Jann N , Lambrechts, Diether , Lambrechts, Diether , Tran, Nhan L , Murray, David W., Jarzabek, Monika A. , Schiffelers, Raymond Michel

Cancers | November 26, 2020 | Volume: 12 | Issue: 12 | Pages: 3531

10.3390/cancers12123531 | PMID 33256106 Get It

Glioblastoma (GBM), a highly invasive and vascular malignancy is shown to rapidly develop resistance and evolve to a more invasive phenotype following bevacizumab (Bev) therapy. Rho Guanine Nucleotide Exchange Factor proteins (RhoGEFs) are mediators of key components in Bev resistance pathways, GBM and Bev-induced invasion. To identify GEFs with enhanced mRNA expression in the leading edge of GBM tumours, a cohort of GEFs was assessed using a clinical dataset. The GEF βPix/COOL-1 was identified, and the functional effect of gene depletion assessed using 3D-boyden chamber, proliferation, and colony formation assays in GBM cells. Anti-angiogenic effects were assessed in endothelial cells using tube formation and wound healing assays. In vivo effects of βPix/COOL-1-siRNA delivered via RGD-Nanoparticle in combination with Bev was studied in an invasive model of GBM. We found that siRNA-mediated knockdown of βPix/COOL-1 in vitro decreased cell invasion, proliferation and increased apoptosis in GBM cell lines. Moreover βPix/COOL-1 mediated endothelial cell migration in vitro. Mice treated with βPix/COOL-1 siRNA-loaded RGD-Nanoparticle and Bev demonstrated a trend towards improved median survival compared with Bev monotherapy. Our hypothesis generating study suggests that the RhoGEF βPix/COOL-1 may represent a target of vulnerability in GBM, in particular to improve Bev efficacy.
Transitioning a randomized controlled trial to a digital registry – experience from the TAILOR-PCI digital follow-up study on onboarding, engagement and geofencing consent rate
So, Derek , Iturriaga, Erin , Byrne, Jo , Lennon, Ryan J. , Geller, Nancy L. , Rihal, C., Bailey, Kent R. , Farkouh, Michael E. , Olgin, Jeffrey E. , Pereira, Nerison Lucas Costa, Avram, Robert , Byrne, J, Murthy, V, Goodman, Shaun G.

European Heart Journal | November 26, 2020 | Volume: 41 | Issue: Supplement_2 | Pages: No page available

10.1093/ehjci/ehaa946.3458 Get It

Abstract Background/Introduction TAILOR-PCI is the largest cardiovascular genotype-based randomized trial (NCT#01742117) investigating whether genotype-guided selection of oral P2Y12 inhibitor therapy improves ischemic outcomes after percutaneous coronary intervention (PCI). The TAILOR-PCI Digital Sub-Study tests the feasibility of extending original follow-up of 1 year to 2 years using state-of-the-art digital solutions. Deep phenotyping acquired during a clinical trial can be leveraged by extending follow-up in an efficient and cost-effective manner using digital technology. Purpose Our objective is to describe onboarding and engagement of participants initially recruited in a large, pragmatic, international, multi-center clinical trial to a digital registry. Methods TAILOR-PCI participants, within 23 months of their index PCI, were invited by letters containing a URL to the Digital Sub-Study website (http://tailorpci.eurekaplatform.org). These invitations were followed by phone calls, if no response to the letter, to determine reason for non-participation. A NIH-funded direct-to-participant digital research platform (the Eureka Research Platform) was used to onboard, consent and enroll participants for the digital follow-up. Participants were asked to answer health-related surveys at fixed intervals using the Eureka mobile app and desktop platform. To capture hospitalizations, participants could enable geofencing to allow background location tracking, which triggered surveys if a hospitalization was detected. Result(s) Letters were mailed to 893 of 929 eligible participants across 22 sites in the United States and Canada leading to 226 homepage visits and 118 registrations. There were 107 consents (12.0% of invited; mean age: 66.4±9.0; 19 females [18%]): 47 (44%) participants consented after the letter, 36 (34%) consented after the 1st call and 24 (22%) consented after a 2nd call. Among those who consented, 100 were eligible (7 did not have a smartphone) 81 downloaded the study mobile app and 73 agreed for geofencing (Figure 1). Among the 722 invited participants who were surveyed, 354 declined participation: due to lack of time (146; 20.2%), lack of smartphone (125; 17.3%), difficulty understanding (41; 5.7%), concern about using smartphone (34; 4.7%), concern of data privacy (14; 1.9%), concerns of location tracking (6; 0.8%) and other reasons (57; 7.9%). Conclusion Extended follow-up of a clinical trial using a digital platform is feasible but uptake in this study population was limited largely due to lack of time or a smartphone among participants. Based on data from other digital studies, uptake may also have been limited since digital follow-up consent was not incorporated at the time of consent for the main trial. Figure 1. Onboarding of the digital substudy Funding Acknowledgement Type of funding source: Public grant(s) – National budget only. Main funding source(s): National Institute of Health (NIH), National Heart, Lung, and Blood Institute (NHLBI)
Establishing key research questions for the implementation of artificial intelligence in colonoscopy: a modified Delphi method
Ahmad, Omer F. , Mori, Yuichi , Misawa, Masashi , Kudo, Toyoki , Anderson, J. , Bernal, Jorge , Bisschops, Raf , Chen, Peng‐Jen , Eelbode, Tom , Elson, Daniel S. , Gurudu, Suryakanth, Histace, Aymeric , Karnes, William E. , Repici, Alessandro , Singh, Rajvinder , Valdastri, Pietro , Wallace, Michael B. , Wang, Pu , Lovat, Laurence , Kudo, Shin-Ei , Anderson, John T , Bisschops, Raf , Chen, Peng-Jen , East, James E , Gurudu, Suryakanth R, Histace, Aymeric , Wallace, Michael B , Wang, Pu , Mori, Yuichi , Berzin, Tyler M. , Byrne, Michael F. , East, James E. , Stoyanov, Danail V.

Endoscopy | November 10, 2020 | Volume: 53 | Issue: 09 | Pages: 893-901

10.1055/a-1306-7590 | PMID 33167043 Get It

Abstract Background Artificial intelligence (AI) research in colonoscopy is progressing rapidly but widespread clinical implementation is not yet a reality. We aimed to identify the top implementation research priorities. Methods An established modified Delphi approach for research priority setting was used. Fifteen international experts, including endoscopists and translational computer scientists/engineers, from nine countries participated in an online survey over 9 months. Questions related to AI implementation in colonoscopy were generated as a long-list in the first round, and then scored in two subsequent rounds to identify the top 10 research questions. Results The top 10 ranked questions were categorized into five themes. Theme 1: clinical trial design/end points (4 questions), related to optimum trial designs for polyp detection and characterization, determining the optimal end points for evaluation of AI, and demonstrating impact on interval cancer rates. Theme 2: technological developments (3 questions), including improving detection of more challenging and advanced lesions, reduction of false-positive rates, and minimizing latency. Theme 3: clinical adoption/integration (1 question), concerning the effective combination of detection and characterization into one workflow. Theme 4: data access/annotation (1 question), concerning more efficient or automated data annotation methods to reduce the burden on human experts. Theme 5: regulatory approval (1 question), related to making regulatory approval processes more efficient. Conclusions This is the first reported international research priority setting exercise for AI in colonoscopy. The study findings should be used as a framework to guide future research with key stakeholders to accelerate the clinical implementation of AI in endoscopy.