The DOI matches its Crossref record; 60 of the 60 references it cites were found in a registry or an index.
Reduction of measurement noise in a continuous glucose monitor by coating the sensor with a zwitterionic polymer
Open accessAbstract
Continuous glucose monitors (CGMs), used by patients with diabetes mellitus, can autonomously track fluctuations in blood glucose over time. However, the signal produced by CGMs during the initial recording period following sensor implantation contains substantial noise, requiring frequent recalibration via fingerprick tests. Here, we show that coating the sensor with a zwitterionic polymer, found via a combinatorial-chemistry approach, significantly reduces signal noise and improves CGM performance. We evaluated the polymer-coated sensors in mice as well as in healthy and diabetic non-human primates, and show that the sensors accurately record glucose levels without the need for recalibration. We also show that the polymer-coated sensors significantly abrogated immune responses to the sensor, as indicated by histology, fluorescent whole-body imaging of inflammation-associated protease activity, and gene expression of inflammation markers. The polymer coating may allow CGMs to become standalone measuring devices.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The cited source says what the claim attributes to it.
In the citing paper
“Certain features of material chemistry can also be exploited to beneficially influence FBR, such as the use of low-fouling materials which prevent FBR-triggering non-specific protein adsorption (Figure 1) (Zhang et al., 2013; Xie et al., 2018).”
From Foreign Body Reaction to Implanted Biomaterials and Its Impact in Nerve Neuroprosthetics (2021) · cites this paper as Xie et al., 2018
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Mussel-inspired surface chemistry for multifunctional coatings
Lee, H., Dellatore, S. M., Miller, W. M., & Messersmith, P. B. (2007) · Science · doi:10.1126/science.1147241 · Cited by 10,965
Global and societal implications of the diabetes epidemic
Zimmet, P., Alberti, K. G. M. M., & Shaw, J. (2001) · Nature · doi:10.1038/414782a · Cited by 5,883
Facile Conjugation of Biomolecules onto Surfaces via Mussel Adhesive Protein Inspired Coatings
Lee, H., Rho, J., & Messersmith, P. B. (2009) · Advanced Materials · doi:10.1002/adma.200801222 · Cited by 1,495
Biological Responses to Materials
Anderson, J. M. (2001) · Annual Review of Materials Research · doi:10.1146/annurev.matsci.31.1.81 · Cited by 1,465
Zwitterionic hydrogels implanted in mice resist the foreign-body reaction
Zhang, L., Cao, Z., Bai, T., Carr, L., Ella-Menye, J.-R., Irvin, C., Ratner, B. D., & Jiang, S. (2013) · Nature Biotechnology · doi:10.1038/nbt.2580 · Cited by 1,035
Home blood glucose biosensors: a commercial perspective
Newman, J. D., & Turner, A. P. F. (2005) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2004.11.012 · Cited by 931
Epidemiologic and economic consequences of the global epidemics of obesity and diabetes
Yach, D., Stückler, D., & Brownell, K. D. (2006) · Nature Medicine · doi:10.1038/nm0106-62 · Cited by 856
Continuous Glucose Monitoring: A Review of Successes, Challenges, and Opportunities
Rodbard, D. (2016) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2015.0417 · Cited by 768
The Performance and Usability of a Factory-Calibrated Flash Glucose Monitoring System
Bailey, T., Bode, B. W., Christiansen, M. P., Klaff, L. J., & Alva, S. (2015) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2014.0378 · Cited by 685
Managing diabetes with nanomedicine: challenges and opportunities
Omid Veiseh, A., Tang, B. C., Whitehead, K. A., Anderson, D. G., & Langer, R. (2014) · Nature Reviews Drug Discovery · doi:10.1038/nrd4477 · Cited by 623
Self-citation
Cited by
Sorted by citations
Items 201–235 of 235
Impacts of material surface properties on immunomodulation of bone regeneration
Kong, C. L. T., Zhang, L., Liang, C., Yang, Q., Xu, Y., Zhou, H., & Yang, L. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-21521-6.00013-2 · Cited by 2
Nassar‐Marjiya, E., Ghosal, K., Rashed, N., Jahjaa, A., Safuri, N. M., Shaheen‐Mualim, M., Khamaisi, B., Jindal, S., Bisharat, M., Kunduru, K. R., et al. (2026) · Materials Science and Engineering R Reports · doi:10.1016/j.mser.2025.101047 · Cited by 2
Self-citationMohammadi, M. R., Luong, J. C., Kim, G. G., Lau, H., & Lakey, J. R. T. (2019) · Elsevier eBooks · doi:10.1016/b978-0-08-102563-5.00007-1 · Cited by 2
Miniaturized bioelectrochemical devices
Ghoorchian, A., Moradi, M., Aghajani, S., Afkhami, A., Madrakian, T., Thomas, S., Nguyen, T. A., & Ahmadi, M. (2022) · Elsevier eBooks · doi:10.1016/b978-0-12-823727-4.00009-2 · Cited by 2
Immunomodulation Strategies Using Biomaterial Chemistry and Physical Properties
Mukherjee, S. (2024) · Synthesis lectures on biomedical engineering · doi:10.1007/978-3-031-50844-8_2 · Cited by 1
Ghaderi, M., Chitzan-Zadeh, K., Mokarami, M., Mokarami, M., Shokoohi, M., & Vafa, R. G. (2025) · Next research. · doi:10.1016/j.nexres.2025.100472 · Cited by 1
Kim, H. J., So, B. J., Choi, Y., Nam, E. J., Shin, G., Lee, J. H., & Kang, T. J. (2025) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.5c19085 · Cited by 1
Ahmad, N. B., Sawamura, S., Ogata, G., Ōta, T., Tokudome, K., Moriyama, H., Tanaka, I., Ikarashi, K., Takai, M., Kita, S., et al. (2026) · ACS Sensors · doi:10.1021/acssensors.5c01392 · Cited by 1
Carboxybetaine-Based Zwitterionic Polyurethanes with Ultralow Fouling Properties
Wang, H., Song, H., & Cheng, G. (2026) · Langmuir · doi:10.1021/acs.langmuir.5c06550 · Cited by 1
Bioresorbable electrochemical sensors for continuous deep-tissue lactate monitoring in critical care
Hu, C., Ruizhang, L., Li, P., Ma, Y., Xie, Y., Liu, S., Wang, L., Peng, M., Shen, B., Ren, X., et al. (2026) · Nature Communications · doi:10.1038/s41467-026-74248-w · Cited by 1
Circumventing immune rejection and foreign body response to therapeutics of type 1 diabetes
Bauer, S. J., & Doloff, J. C. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-821440-4.00006-2 · Cited by 1
Self-citationImmune-instructive materials and surfaces for medical applications
Fisher, L. E., & Ghaemmaghami, A. M. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-821440-4.00008-6 · Cited by 1
Implantable soft electronics and sensors
Lim, H. (2024) · Elsevier eBooks · doi:10.1016/b978-0-323-99147-6.00011-9 · Cited by 1
Bio-Sensor Integrated PCB for Wearables
Kavitha, L., Maran, S., Kalidas, K., & Kanagaraj, A. (2025) · International Conference Trends Material Science and Inventive Materials · doi:10.1109/ictmim65579.2025.10988049 · Cited by 1
Miniaturized electrochemical devices
Afkhami, A., Madrakian, T., & Ahmadi, M. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-91741-4.00010-5 · Cited by 1
Challenges in the development of immunoisolation devices
Bochenek, M. A., Delcassian, D., & Anderson, D. G. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-818422-6.00023-x
Self-citationEmerging Trends in Immunomodulatory Nanomaterials Toward Cancer Therapy
Mukherjee, A., Madamsetty, V. S., & Mukherjee, S. (2021) · Synthesis lectures on biomedical engineering · doi:10.2200/s01083ed1v01y202103bme061 · Cited by 4
Immunomodulation and Various Strategies Effecting Immune Response
Mukherjee, A., Madamsetty, V. S., & Mukherjee, S. (2021) · Synthesis lectures on biomedical engineering · doi:10.1007/978-3-031-01669-1_3
He, M., Huang, S., Zheng, S., Yao, C., Liu, Z., Huang, X., Li, X., Liang, B., Wang, J., Li, Y., et al. (2023) · Advanced Engineering Materials · doi:10.1002/adem.202300735
Self-citationAggas, J. R. (2025) · Biosensors and Bioelectronics X · doi:10.1016/j.biosx.2025.100676
Trends in Tissue-Interfaced Electronics toward Advanced Healthcare
Fujita, H., & Fujie, T. (2022) · Journal of The Adhesion Society of Japan · doi:10.11618/adhesion.58.184
Implantable electrochemical sensors for continuous blood monitoring
Zou, K., Wang, Y., Wang, H., & Zhang, Y. (2026) · FlexMat. · doi:10.1002/flm2.70088
Shahriar, S. M. S., Sharma, N. S., Andrabi, S. M., Mondal, B., Yan, Z., Rainu, S. K., Hellman, A. F., Busquets, M. E., Rensch, J. L., Perez, R. G., et al. (2026) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.6c04938
GhavamiNejad, P., Wang, J., Yang, Z., Sadeghzadeh, S., Shokouhian, B., & Poudineh, M. (2026) · ACS Sensors · doi:10.1021/acssensors.6c00937
Mechano-diffusion of particles in hydrogels
Ma, J., Wong, T. H., Yu, Z., Dai, X., Ye, C., Yeo, J., & Lin, S. (2026) · Extreme Mechanics Letters · doi:10.1016/j.eml.2026.102496 · Cited by 1
A Facile and Versatile Technique for Creating Antifibrotic Coatings on Biomedical ImplantsPreprint
Liu, Y., Edvall, C., Chakraborty, S., Anand, A., Agus, J., & Bose, S. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.06.04.730237
Zwitterionic tissue expanders reduce infection and fibrosis for enhanced biocompatibility
Fung, S. L., Aronson, M. R., Katowitz, W. R., Katowitz, J. A., & Gottardi, R. (2026) · Acta Biomaterialia · doi:10.1016/j.actbio.2026.07.039
Microneedle technology for biological monitoring and diagnosis
Chen, Y., & Quan, G. (2026) · Elsevier eBooks · doi:10.1016/b978-0-443-45544-5.00011-7
Shi, H., Yang, M., Lv, L., Kong, L., Wang, H., & Yu, R. (2026) · Journal of Materials Chemistry C · doi:10.1039/d6tc02131j
Research progress on breathable and self-adhesive skin electrodes
Huang, Y., Chen, Y., Tang, Z., Zeng, Z., Zheng, Q., & Zhu, S. (2026) · Progress in Natural Science Materials International · doi:10.1016/j.pnsc.2026.08.016
Zwitterionic Topological Hydrogel Coatings for Robust Mitigation of the Foreign Body Response
Cao, W., Zhu, Z., Chen, K., Yan, Y., Zhang, H., Han, C., Zhou, X., Wang, Y.-X., Ji, J., & Zhang, P. (2026) · Langmuir · doi:10.1021/acs.langmuir.6c03760
Yao, C., Wang, Z., yan, S., & Zhang, S. (2026) · ACS Omega · doi:10.1021/acsomega.6c07621
Implantable hydrogel sensors: sensing mechanisms and biomedical applications
Hu, Z., Wang, W., Zhu, B., Li, X., Zhu, Y., Wang, D., Zhang, P., Xu, X., & Teng, Z. (2026) · Journal of Materials Chemistry B · doi:10.1039/d6tb01779g
Self-citationIkram, M., Mugheri, A. A., Abdelhamid, A. S., Kamel, Y. A., Alqadami, A. S. M., Akhter, Z., Hussain, N., Jehangir, S. S., & Sultan, K. (2026) · Sensors and Actuators Reports · doi:10.1016/j.snr.2026.100530
Zheng, Q., Chen, S., Liu, S., Madden, L. E., Fan, S., Liang, L., Nai, M. H., Lin, B., Wu, Z., Li, Z., et al. (2026) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2611528123
Metadata
- Authors
- Xie, X., Doloff, J. C., Yesilyurt, V., Sadraei, A., McGarrigle, J. J., Omami, M., Veiseh, O., Farah, S., Isa, D., Ghani, S., Joshi, I., Vegas, A., Li, J., Wang, W., Bader, A., Tam, H. H., Tao, J., Chen, H.-J., Yang, B., Williamson, K. A., Oberholzer, J., Langer, R., & Anderson, D. G.
- Affiliations
- Sun Yat-sen University (CN)
- Boston Children's Hospital (US)
- Koch Institute for Integrative Cancer Research At MIT (US)
- University of Illinois Chicago (US)
- Harvard University (US)
- Corresponding author
- Anderson, Daniel G.
- ORCID
- Venue
- Nature Biomedical Engineering
- Published
- 2018-07-30
- Volume
- 2
- Issue
- 12
- Pages
- 894-906
- ISSN
- 2157-846X (ISSN-L)
- PMC
- PMC6436621
- OpenAlex
- W2884370030
- Cited by
- 235
- References
- 60
- Citations by year
- 2026: 27 · 2025: 41 · 2024: 24 · 2023: 35 · 2022: 31 · 2021: 30 · 2020: 29 · 2019: 17 · 2018: 1
- FWCI
- 7.36
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Licence
- Locations
- Nature Biomedical Engineering (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- DSpace@MIT (Massachusetts Institute of Technology) (submittedVersion, cc-by-nc)
- Funders
- National Institutes of Health (4r37eb000244-34)
- University of Illinois at Chicago
- National Cancer Institute (U54CA151884)
- National Institute of Diabetes and Digestive and Kidney Diseases (R01DK091526)
- National Institute of Biomedical Imaging and Bioengineering (R01EB000244, R37-EB000244, R01EB000351)
- National Institute of Dental and Craniofacial Research (R01DE013023)
- Topics
- Physical Sciences › Chemistry › Analytical Chemistry › Electrochemical sensors and biosensors
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Pancreatic function and diabetes
- Keywords
- continuous glucose monitoring, diabetes mellitus, inflammation, combinatorial chemistry, implantable glucose sensor, non-human primates
- MeSH terms
- Animals, Blood Glucose, Diabetes Mellitus, Experimental, Electrodes, Female, Humans, Male, Mice, Inbred C57BL, Polymers, Skin, Biosensing Techniques, Reactive Oxygen Species, Coated Materials, Biocompatible, Mice, Electrochemical Techniques, Transcriptome, Signal-To-Noise Ratio
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review