Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Review
. 2018 May 30;2(2):64-73.
doi: 10.1159/000489224. eCollection 2018 May-Aug.

The Best Digital Biomarkers Papers of 2017

Affiliations
Review

The Best Digital Biomarkers Papers of 2017

Christopher W Snyder et al. Digit Biomark. .

Abstract

The use and evaluation of digital biomarkers, objective and quantifiable measures of biology, and health collected through digital devices is growing rapidly. To highlight some of the most promising work in the field, we have compiled a list of the top digital biomarkers papers from the past year. Eligible papers reported on original research that evaluated a digital sensor (e.g., smartphone, wearable sensor, implantable device) in humans and was published in a peer-reviewed journal in 2017. Nominations were solicited from the editorial board of Digital Biomarkers and supplemented by papers the editorial team identified from Web of Science, Google Scholar, and PubMed. The editorial board then selected up to ten papers to be recognized among 28 nominations. Here, we present all of the nominated papers and profile the eight that received the most votes. The top eight papers evaluated 1,290 individuals with digital pills, smartwatches, wearable devices, and electronic inhalers in disease states ranging from dementia to diabetes and from Parkinson disease to pain.

Keywords: Bipolar disorder; Chronic obstructive pulmonary disease; Digital divide; Digital pills; Huntington disease; Hypertension; Mental health; Parkinson disease; Passive monitoring; Wearable sensors.

PubMed Disclaimer

Conflict of interest statement

E. Ray Dorsey has received honoraria for speaking at American Academy of Neurology courses; received compensation for consulting activities from 23andMe, Clintrex, GlaxoSmithKline, Grand Rounds, Lundbeck, MC10, MedAvante, Medico Legal services, the National Institute of Neurological Disorders and Stroke, Shire, Teva, and UCB; received research support from AMC Health, Burroughs Wellcome Fund, Davis Phinney Foundation, Duke University, GlaxoSmithKlineGreat Lakes Neurotechnologies, Greater Rochester Health Foundation, Huntington Study Group, Michael J. Fox Foundation, National Science Foundation, Patient-Centered Outcomes Research Institute, Prana Biotechnology, Raptor Pharmaceuticals, Roche, Safra Foundation, University of California Irvine; and stock options from Grand Rounds. Christopher W. Snyder and Ashish Atreja have no conflicts of interest to disclose.

Figures

Fig. 1
Fig. 1
Ten characteristics of the top eight publications. Note that some studies may be double counted, e.g., a study may have carried out activities both inside and outside the United States. * Citation status based on a Google Scholar search performed on March 17, 2018.

References

    1. Urwyler P, Stucki R, Rampa L, Müri R, Mosimann UP, Nef T. Cognitive impairment categorized in community-dwelling older adults with and without dementia using in-home sensors that recognise activities of daily living. Sci Rep. 2017;7:42084. - PMC - PubMed
    1. Silva de Lima AL, Hahn T, Evers LJW, de Vries NM, Cohen E, Afek M, Bataille L, Daeschler M, Claes K, Boroojerdi B, Terricabras D, Little MA, Baldus H, Bloem BR, Faber MJ. Feasibility of large-scale deployment of multiple wearable sensors in Parkinson's disease. PLoS One. 2017;12:e0189161. - PMC - PubMed
    1. Adams JL, Dinesh K, Xiong M, Tarolli CG, Sharma S, Sheth N, Aranyosi AJ, Zhu W, Goldenthal S, Biglan KM, Ray Dorsey E, Sharma G. Multiple wearable sensors in Parkinson and Huntington disease individuals: a pilot study in clinic and at home. Digit Biomark. 2017;1:52–63. - PMC - PubMed
    1. Chai PR, Carreiro S, Innes BJ, Rosen RK, O'Cleirigh C, Mayer KH, Boyer EW. Digital pills to measure opioid ingestion patterns in emergency department patients with acute fracture pain: a pilot study. J Med Internet Res. 2017;19:e19. - PMC - PubMed
    1. Frias J, Virdi N, Raja P, Kim Y, Savage G, Osterberg L. Effectiveness of digital medicines to improve clinical outcomes in patients with uncontrolled hypertension and type 2 diabetes: prospective, open-label, cluster-randomized pilot clinical trial. J Med Internet Res. 2017;19:e246. - PMC - PubMed