Six Months of Hybrid Closed-Loop Versus Manual Insulin Delivery With Fingerprick Blood Glucose Monitoring in Adults With Type 1 Diabetes: A Randomized, Controlled Trial
Open accessAbstract
Objective To investigate glycemic and psychosocial outcomes with hybrid closed-loop (HCL) versus user-determined insulin dosing with multiple daily injections (MDI) or insulin pump (i.e., standard therapy for most adults with type 1 diabetes). Research design and methods Adults with type 1 diabetes using MDI or insulin pump without continuous glucose monitoring (CGM) were randomized to 26 weeks of HCL (Medtronic 670G) or continuation of current therapy. The primary outcome was masked CGM time in range (TIR; 70-180 mg/dL) during the final 3 weeks. Results Participants were randomized to HCL ( n = 61) or control ( n = 59). Baseline mean (SD) age was 44.2 (11.7) years, HbA 1c was 7.4% (0.9%) (57 [10] mmol/mol), 53% were women, and 51% used MDI. HCL TIR increased from (baseline) 55% (13%) to (26 weeks) 70% (10%) with the control group unchanged: (baseline) 55% (12%) and (26 weeks) 55% (13%) (difference 15% [95% CI 11, 19]; P 1c was lower (median [95% CI] difference -0.4% [-0.6, -0.2]; -4 mmol/mol [-7, -2]; P P Conclusions In adults with type 1 diabetes, 26 weeks of HCL improved TIR, HbA 1c , and their sense of satisfaction from managing their diabetes compared with those continuing with user-determined insulin dosing and self-monitoring of blood glucose. For most people living with type 1 diabetes globally, this trial demonstrates that HCL is feasible, acceptable, and advantageous.
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Both generation 1 low-glucose-suspend and generation 2 hybrid closed-loop systems improve glycated haemoglobin concentrations, time in target range, and time below target range in children, adolescents, and adults.
“Both generation 1 low-glucose-suspend33 and generation 2 hybrid closed-loop systems improve glycated haemoglobin concentrations, the time in target range and the time below target range in children, adolescents34 and adults.35-37”
From Blood glucose monitoring devices: current considerations (2023) · cites this paper as [35]
Cites
State of Type 1 Diabetes Management and Outcomes from the T1D Exchange in 2016–2018
Foster, N. C., Beck, R. W., Miller, K. M., Clements, M. A., Rickels, M. R., DiMeglio, L. A., Maahs, D. M., Tamborlane, W. V., Bergenstal, R., Smith, E., et al. (2019) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2018.0384 · Cited by 1,907 · see citing works
Nathan, D. M., & for the DCCT/EDIC Research Group (2014) · Diabetes Care · doi:10.2337/dc13-2112 · Cited by 1,832 · see citing works
Beck, R. W., Riddlesworth, T., Ruedy, K., Ahmann, A., Bergenstal, R., Haller, S., Kollman, C., Kruger, D., McGill, J. B., Polonsky, W., et al. (2017) · JAMA · doi:10.1001/jama.2016.19975 · Cited by 1,185 · see citing works
Six-Month Randomized, Multicenter Trial of Closed-Loop Control in Type 1 Diabetes
Brown, S. A., Kovatchev, B. P., Raghinaru, D., Lum, J. W., Buckingham, B. A., Kudva, Y. C., Laffel, L. M., Levy, C. J., Pinsker, J. E., Wadwa, R. P., et al. (2019) · New England Journal of Medicine · doi:10.1056/nejmoa1907863 · Cited by 1,030 · see citing works
Lind, M., Polonsky, W., Hirsch, I. B., Heise, T., Bolinder, J., Dahlqvist, S., Schwarz, E., Ólafsdóttir, A. F., Frid, A., Wedel, H., et al. (2017) · JAMA · doi:10.1001/jama.2016.19976 · Cited by 705 · see citing works
Safety of a hybrid closed-loop insulin delivery system in patients with type 1 diabetes
Bergenstal, R. M., Garg, S., Weinzimer, S. A., Buckingham, B. A., Bode, B. W., Tamborlane, W. V., & Kaufman, F. R. (2016) · JAMA · doi:10.1001/jama.2016.11708 · Cited by 644 · see citing works
International Hypoglycaemia Study Group (2017) · Diabetes Care · doi:10.2337/dc16-2215 · Cited by 608 · see citing works
the SWITCH Study Group, Battelino, T., Conget, I., Olsen, B., Schütz-Fuhrmann, I., Hommel, E., Hoogma, R., Schierloh, U., Sulli, N., & Bolinder, J. (2012) · Diabetologia · doi:10.1007/s00125-012-2708-9 · Cited by 494 · see citing works
Weisman, A., Bai, J.-W., Cardinez, M., Kramer, C. K., & Perkins, B. A. (2017) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(17)30167-5 · Cited by 463 · see citing works
The T1D exchange clinic registry
Beck, R. W., Tamborlane, W. V., Bergenstal, R. M., Miller, K. M., DuBose, S. N., Hall, C. A., & for the T1D Exchange Clinic Network (2012) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2012-1561 · Cited by 456 · see citing works
Bekiari, E., Kitsios, K., Thabit, H., Tauschmann, M., Athanasiadou, E., Karagiannis, T., Haidich, A.-B., Hovorka, R., & Tsapas, A. (2018) · BMJ · doi:10.1136/bmj.k1310 · Cited by 437 · see citing works
The International Hypoglycaemia Study Group (2016) · Diabetologia · doi:10.1007/s00125-016-4146-6 · Cited by 362 · see citing works
Polonsky, W. H., Hessler, D., Ruedy, K. J., & Beck, R. W. (2017) · Diabetes Care · doi:10.2337/dc17-0133 · Cited by 346 · see citing works
McKnight, J. A., Wild, S. H., Lamb, M. J. E., Cooper, M. N., Jones, T. W., Davis, E. A., Hofer, S., Fritsch, M., Schober, E., Svensson, J., et al. (2015) · Diabetic Medicine · doi:10.1111/dme.12676 · Cited by 343 · see citing works
Self-citationTanenbaum, M. L., Hanes, S. J., Miller, K. M., Naranjo, D., Bensen, R., & Hood, K. K. (2017) · Diabetes Care · doi:10.2337/dc16-1536 · Cited by 296 · see citing works
One year clinical experience of the first commercial hybrid closed-loop system
Lal, R. A., Basina, M., Maahs, D. M., Hood, K., Buckingham, B., & Wilson, D. M. (2019) · Diabetes Care · doi:10.2337/dc19-0855 · Cited by 215 · see citing works
Outcome measures for artificial pancreas clinical trials: a consensus report
Maahs, D. M., Buckingham, B. A., Castle, J. R., Cinar, A., Damiano, E. R., Dassau, E., DeVries, J. H., Doyle, F. J., Griffen, S. C., Haidar, A., et al. (2016) · Diabetes Care · doi:10.2337/dc15-2716 · Cited by 211 · see citing works
Self-citationComing of age: the artificial pancreas for type 1 diabetes
Thabit, H., & Hovorka, R. (2016) · Diabetologia · doi:10.1007/s00125-016-4022-4 · Cited by 205 · see citing works
The Effect of Insulin Feedback on Closed Loop Glucose Control
Steil, G. M., Palerm, C. C., Kurtz, N., Voskanyan, G. R., Roy, A., Paz, S., & KANDEEL, F. R. (2011) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2010-2578 · Cited by 195 · see citing works
Messer, L. H., Berget, C., Vigers, T., Pyle, L. L., Geno, C. R., Wadwa, R. P., Driscoll, K. A., & Forlenza, G. P. (2019) · Pediatric Diabetes · doi:10.1111/pedi.12971 · Cited by 161 · see citing works
Hessler, D. M., Fisher, L., Polonsky, W. H., Masharani, U., Strycker, L. A., Peters, A. L., Blumer, I., & Bowyer, V. (2017) · Diabetic Medicine · doi:10.1111/dme.13381 · Cited by 155 · see citing works
Berget, C., Messer, L. H., Vigers, T., Frohnert, B. I., Pyle, L. L., Wadwa, R. P., Driscoll, K. A., & Forlenza, G. P. (2019) · Pediatric Diabetes · doi:10.1111/pedi.12962 · Cited by 138 · see citing works
Psychosocial impacts of hybrid closed‐loop systems in the management of diabetes: a review
Farrington, C. (2017) · Diabetic Medicine · doi:10.1111/dme.13567 · Cited by 123 · see citing works
Sharifi, A., de Bock, M. I., Jayawardene, D., Loh, M., Horsburgh, J. C., Berthold, C. L., Paramalingam, N., Bach, L. A., Colman, P. G., Davis, E. A., et al. (2016) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2016.0288 · Cited by 93 · see citing works
Self-citationAktürk, H. K., GIORDANO, D. A., Champakanath, A., BRACKETT, S. J., Garg, S. K., & Snell‐Bergeon, J. K. (2019) · Diabetes Obesity and Metabolism · doi:10.1111/dom.13933 · Cited by 80 · see citing works
Pease, A., Lo, C., Earnest, A., Kiriakova, V., Liew, D., & Zoungas, S. (2020) · Diabetes Care · doi:10.2337/dc19-1785 · Cited by 65 · see citing works
Continuous Glucose Monitoring and Global Reimbursement: An Update
Graham, C. (2017) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2017.0096 · Cited by 62 · see citing works
Randomized Controlled Trial of Mobile Closed-Loop Control
Kovatchev, B., Anderson, S. M., Raghinaru, D., Kudva, Y. C., Laffel, L. M., Levy, C., Pinsker, J. E., Wadwa, R. P., Buckingham, B., Doyle, F. J., et al. (2020) · Diabetes Care · doi:10.2337/dc19-1310 · Cited by 60 · see citing works
Martyn-Nemeth, P. A., Phillips, S. A., Mihailescu, D. V., Farabi, S. S., Park, C., Lipton, R. B., Idemudia, E., & Quinn, L. (2018) · Journal of Advanced Nursing · doi:10.1111/jan.13765 · Cited by 60 · see citing works
Lawton, J., Kimbell, B., Rankin, D., Ashcroft, N. L., Varghese, L., Allen, J. M., Boughton, C. K., Campbell, F., Randell, T. L., Besser, R. E. J., et al. (2020) · Diabetic Medicine · doi:10.1111/dme.14252 · Cited by 54 · see citing works
Australasian Diabetes Data Network
Clapin, H. F., Phelan, H., Bruns, L., Sinnott, R., Colman, P. G., Craig, M. E., Jones, T. W., & on behalf of the Australasian Diabetes Data Network (ADDN) Study Group (2016) · Journal of Diabetes Science and Technology · doi:10.1177/1932296816648983 · Cited by 38 · see citing works
Self-citationHendrieckx, C., Poole, L. A., Sharifi, A., Jayawardene, D., Loh, M. M., Horsburgh, J. C., Bach, L. A., Colman, P. G., Kumareswaran, K., Jenkins, A. J., et al. (2017) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2017.0007 · Cited by 37 · see citing works
Self-citationAutomated Insulin Delivery in Adults
Boughton, C. K., & Hovorka, R. (2019) · Endocrinology and Metabolism Clinics of North America · doi:10.1016/j.ecl.2019.10.007 · Cited by 31 · see citing works
Lee, M. H., Vogrin, S., Paldus, B., Jones, H. M., Obeyesekere, V. R., Sims, C. M., WYATT, S. A., Ward, G. M., McAuley, S. A., MacIsaac, R. J., et al. (2019) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2019.0120 · Cited by 30 · see citing works
Self-citationMcAuley, S. A., de Bock, M. I., Sundararajan, V., Lee, M. H., Paldus, B., Ambler, G. R., Bach, L. A., Burt, M. G., Cameron, F. J., Clarke, P., et al. (2018) · BMJ Open · doi:10.1136/bmjopen-2017-020274 · Cited by 29 · see citing works
Self-citationInkster, B., Zammitt, N. N., Ritchie, S. J., Deary, I. J., Morrison, I., & Frier, B. M. (2016) · Diabetes Care · doi:10.2337/dc15-2335 · Cited by 20 · see citing works
Rusu, A., Bala, C. G., Ciobanu, D. M., Cerghizan, A., & Román, G. (2019) · Chronobiology International · doi:10.1080/07420528.2019.1615501 · Cited by 20 · see citing works
Trawley, S. L., Baptista, S. N., Pouwer, F., & Speight, J. (2018) · Diabetic Medicine · doi:10.1111/dme.13873 · Cited by 6 · see citing works
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Phillip, M., Nimri, R., Bergenstal, R. M., Barnard-Kelly, K., Danne, T., Hovorka, R., Kovatchev, B. P., Messer, L. H., Parkin, C. G., Ambler-Osborn, L., et al. (2023) · Endocrine Reviews · doi:10.1210/endrev/bnac022 · Cited by 443 · see citing works
Self-citationAbraham, M. B., de Bock, M. I., Smith, G. J., Dart, J., Fairchild, J. M., King, B. R., Ambler, G. R., Cameron, F. J., McAuley, S. A., KEECH, A. C., et al. (2021) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2021.3965 · Cited by 124 · see citing works
Self-citationA Systematic Review of Commercial Hybrid Closed-Loop Automated Insulin Delivery Systems
Peacock, S., Frizelle, I., & Hussain, S. (2023) · Diabetes Therapy · doi:10.1007/s13300-023-01394-5 · Cited by 122 · see citing works
McAuley, S. A., Trawley, S., Vogrin, S., Ward, G. M., Fourlanos, S., Grills, C. A., Lee, M. H., Alipoor, A. M., O’Neal, D. N., O’Regan, N. A., et al. (2022) · Diabetes Care · doi:10.2337/dc21-1667 · Cited by 117 · see citing works
Self-citationCurrent Advances of Artificial Pancreas Systems: A Comprehensive Review of the Clinical Evidence
Moon, S. J., Jung, I., & Park, C. (2021) · Diabetes & Metabolism Journal · doi:10.4093/dmj.2021.0177 · Cited by 103 · see citing works
Abraham, M. B., Karges, B., Dovč, K., Naranjo, D. M., Arbeláez, A. M., Mbogo, J., Javelikar, G., Jones, T. W., & Mahmud, F. H. (2022) · Pediatric Diabetes · doi:10.1111/pedi.13443 · Cited by 101 · see citing works
Self-citationCrabtree, T. S. J., Griffin, T. P., Yap, Y. W., Narendran, P., Gallen, G., Furlong, N. J., CRANSTON, I. C., Chakera, A. J., Philbey, C., Karamat, M. A., et al. (2023) · Diabetes Care · doi:10.2337/dc23-0635 · Cited by 95 · see citing works
The Artificial Pancreas and Type 1 Diabetes
Nwokolo, M., & Hovorka, R. (2023) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/clinem/dgad068 · Cited by 93 · see citing works
Speight, J., Choudhary, P., Wilmot, E. G., Hendrieckx, C., Forde, H., Cheung, W. Y., Crabtree, T., Millar, B., Traviss‐Turner, G., Hill, A., et al. (2023) · Diabetic Medicine · doi:10.1111/dme.14944 · Cited by 92 · see citing works
Self-citationBeato-Víbora, P. I., Gallego-Gamero, F., Ambrojo-López, A., Gil-Poch, E., Martín-Romo, I., & Arroyo-Díez, F. J. (2021) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2021.0037 · Cited by 88 · see citing works
Offline reinforcement learning for safer blood glucose control in people with type 1 diabetes
Emerson, H., Guy, M., & McConville, R. (2023) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2023.104376 · Cited by 78 · see citing works
Jiao, X., Shen, Y., & Chen, Y. (2022) · BMJ Open Diabetes Research & Care · doi:10.1136/bmjdrc-2021-002633 · Cited by 76 · see citing works
Godoi, A., Marques, I. R., Padrão, E. M. H., Mahesh, A., Hespanhol, L. C., Júnior, J. E. R. L., de Souza, I. A. F., Moreira, V. C. S., Silva, C. H., Miyawaki, I. A., et al. (2023) · Diabetology & Metabolic Syndrome · doi:10.1186/s13098-023-01144-4 · Cited by 71 · see citing works
Wheeler, B. J., Collyns, O. J., Meier, R. A., Betts, Z. L., Frampton, C., Frewen, C. M., Galland, B. C., Hewapathirana, N. M., Jones, S., Chan, D. S., et al. (2021) · Acta Diabetologica · doi:10.1007/s00592-021-01789-5 · Cited by 68 · see citing works
Boscari, F., & Avogaro, A. (2021) · Reviews in Endocrine and Metabolic Disorders · doi:10.1007/s11154-021-09635-3 · Cited by 65 · see citing works
Garg, S. K., Grunberger, G., Weinstock, R., Lawson, M. L., Hirsch, I. B., DiMeglio, L. A., Pop-Busui, R., Philis-Tsimikas, A., Kipnes, M., Liljenquist, D. R., et al. (2023) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2022.0421 · Cited by 63 · see citing works
Infante, M., Baidal, D. A., Rickels, M. R., Fabbri, A., Skyler, J. S., Alejandro, R., & Ricordi, C. (2021) · Artificial Organs · doi:10.1111/aor.14023 · Cited by 60 · see citing works
Xie, Y., He, J., He, W., Iftikhar, T., Zhang, C., Su, L., & Zhang, X. (2024) · Advanced Science · doi:10.1002/advs.202308716 · Cited by 57 · see citing works
Roos, T., Hermanns, N., Groß, C., Kulzer, B., Haak, T., & Ehrmann, D. (2024) · EClinicalMedicine · doi:10.1016/j.eclinm.2024.102852 · Cited by 54 · see citing works
Paldus, B., Morrison, D., Zaharieva, D. P., Lee, M. H., Jones, H., Obeyesekere, V. R., Lu, J., Vogrin, S., Gerche, A. L., McAuley, S. A., et al. (2021) · Diabetes Care · doi:10.2337/dc21-1593 · Cited by 51 · see citing works
Self-citationBarriers to Uptake of Insulin Technologies and Novel Solutions
PAULEY, M. E., Berget, C., Messer, L. H., & Forlenza, G. P. (2021) · Medical Devices Evidence and Research · doi:10.2147/mder.s312858 · Cited by 50 · see citing works
Closed-loop insulin delivery: update on the state of the field and emerging technologies
Ware, J., & Hovorka, R. (2022) · Expert Review of Medical Devices · doi:10.1080/17434440.2022.2142556 · Cited by 47 · see citing works
Pemberton, J. S., Wilmot, E. G., Barnard‐Kelly, K., Leelarathna, L., Oliver, N., Randell, T., Taplin, C. E., Choudhary, P., & Adolfsson, P. (2023) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.14962 · Cited by 44 · see citing works
Tornese, G., Buzzurro, F., Carletti, C. V., Faleschini, E., & Barbi, E. (2021) · Frontiers in Endocrinology · doi:10.3389/fendo.2021.766314 · Cited by 44 · see citing works
Bionic Pancreas Research Group, Beck, R. W., Russell, S. J., Damiano, E. R., El-Khatib, F. H., Ruedy, K. J., Balliro, C., Li, Z., & Calhoun, P. (2022) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2022.0167 · Cited by 40 · see citing works
The changing landscape of automated insulin delivery in the management of type 1 diabetes
Lakshman, R., Boughton, C. K., & Hovorka, R. (2023) · Endocrine Connections · doi:10.1530/ec-23-0132 · Cited by 40 · see citing works
Reznik, Y., Bonnemaison, É., Fagherazzi, G., Renard, É., Hanaire, H. P., Schaepelynck, P., Mihaileanu, M., & Riveline, J. (2024) · Diabetes Obesity and Metabolism · doi:10.1111/dom.15462 · Cited by 39 · see citing works
Stahl‐Pehe, A., Mashhadi, N. S., Wirth, M., Schlesinger, S., Kuß, O., Holl, R. W., Bächle, C., Warz, K.-D., Bürger-Büsing, J., Spörkel, O., et al. (2025) · EClinicalMedicine · doi:10.1016/j.eclinm.2025.103190 · Cited by 36 · see citing works
Arunachalum, S., Velado, K., Vigersky, R. A., & Cordero, T. L. (2022) · Journal of Diabetes Science and Technology · doi:10.1177/19322968221088608 · Cited by 35 · see citing works
Jacobsen, L. M., Sherr, J. L., Considine, E. G., Chen, A., Peeling, S., Hulsmans, M., Charleer, S., Urazbayeva, M., Tosur, M., ALAMARIE, S. A., et al. (2023) · Communications Medicine · doi:10.1038/s43856-023-00358-x · Cited by 34 · see citing works
Asgharzadeh, A., Patel, M., Connock, M. J., Damery, S. L., Ghosh, I., Jordan, M., Freeman, K., Brown, A., Court, R. A., Baldwin, S., et al. (2024) · Health Technology Assessment · doi:10.3310/jypl3536 · Cited by 32 · see citing works
Minimed Medtronic 780G optimizes glucose control in patients with type 1 diabetes mellitus
Pintaudi, B., Gironi, I., Nicosia, R., Meneghini, E., Disoteo, O., Mion, E., & Bertuzzi, F. (2022) · Nutrition Metabolism and Cardiovascular Diseases · doi:10.1016/j.numecd.2022.03.031 · Cited by 32 · see citing works
Kubilay, E., Trawley, S. L., Ward, G. M., Fourlanos, S., Grills, C. A., Lee, M. H., MacIsaac, R. J., O'Neal, D. N., O’Regan, N., Sundararajan, V., et al. (2022) · Diabetic Medicine · doi:10.1111/dme.15020 · Cited by 31 · see citing works
Self-citationWeissberg-Benchell, J. A., Vesco, A. T., Shapiro, J. B., Calhoun, P. M., Damiano, E. R., Russell, S. J., Li, Z., El-Khatib, F. H., Ruedy, K. J., BALLIRO, C. A., et al. (2023) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2023.0238 · Cited by 31 · see citing works
Paldus, B., Morrison, D., Lee, M., Zaharieva, D. P., Riddell, M. C., & O'Neal, D. N. (2022) · Journal of Diabetes Science and Technology · doi:10.1177/19322968221088327 · Cited by 31 · see citing works
Self-citationClosed-loop systems: recent advancements and lived experiences
Kadiyala, N., Hovorka, R., & Boughton, C. K. (2024) · Expert Review of Medical Devices · doi:10.1080/17434440.2024.2406901 · Cited by 29 · see citing works
Cell delivery systems: Toward the next generation of cell therapies for type 1 diabetes
Dang, H. P., Chen, H., Dargaville, T. R., & Tuch, B. E. (2022) · Journal of Cellular and Molecular Medicine · doi:10.1111/jcmm.17499 · Cited by 29 · see citing works
A wearable device for continuous immunoassay-based monitoring of C-peptide in interstitial fluid
Chen, S., Guo, Z., Lu, B., Sun, M., Wang, S., Li, S., Jiang, Y., Wei, Q., Wang, D., & Jiang, X. (2025) · Science Advances · doi:10.1126/sciadv.adw2182 · Cited by 27 · see citing works
Recent advances in closed-loop insulin delivery
Ware, J., & Hovorka, R. (2021) · Metabolism · doi:10.1016/j.metabol.2021.154953 · Cited by 26 · see citing works
Oikonomidi, T., Ravaud, P., LeBeau, J., & Tran, V.-T. (2023) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2022.12.006 · Cited by 26 · see citing works
Chakrabarti, A., Trawley, S. L., Kubilay, E., Alipoor, A. M., Vogrin, S., Fourlanos, S., Lee, M. H., O'Neal, D. N., O’Regan, N., Sundararajan, V., et al. (2022) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2022.0110 · Cited by 23 · see citing works
Self-citationDaskalaki, E., Parkinson, A., Brew‐Sam, N., Hossain, M. Z., O'Neal, D. N., Nolan, C. J., & Suominen, H. (2022) · Journal of Medical Internet Research · doi:10.2196/28901 · Cited by 22 · see citing works
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McAuley, S. A., Vogrin, S., Lee, M. H., Paldus, B., Trawley, S. L., de Bock, M. I., Abraham, M. B., Bach, L. A., Burt, M. G., Cohen, N. D., et al. (2020) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2020.0589 · Cited by 19 · see citing works
Self-citationNattero‐Chávez, L., Pascual, E. L., de la Villa, E. D. L. C., Cebada, A. B., Ruiz, T., Tobar, A. Q., Lorenzo, M., Sánchez, C., Izquierdo, A., Luque‐Ramírez, M., et al. (2023) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2023.110627 · Cited by 19 · see citing works
Cambuli, V. M., & Baroni, M. G. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms241713139 · Cited by 19 · see citing works
Molfetta, S. D., Gioia, L. D., Caruso, I., Caporusso, M., Trerotoli, P., Natalicchio, A., Perrini, S., Laviola, L., & Giorgino, F. (2025) · Diabetes Obesity and Metabolism · doi:10.1111/dom.70150 · Cited by 18 · see citing works
Pantanetti, P., Cangelosi, G., Palomares, S. M., Ferrara, G., Biondini, F., Mancin, S., Caggianelli, G., Parozzi, M., Sguanci, M. E., & Petrelli, F. (2025) · Diabetology · doi:10.3390/diabetology6010007 · Cited by 18 · see citing works
Ali, N., Hamdaoui, S. E., Nefs, G., Schmidt, J. W. J. W., Tack, C. J., & de Galan, B. E. (2023) · Diabetic Medicine · doi:10.1111/dme.15167 · Cited by 18 · see citing works
Mittal, R., Koutras, N., Maya, J., Lemos, J. R. N., & Hirani, K. (2024) · Frontiers in Endocrinology · doi:10.3389/fendo.2024.1352302 · Cited by 17 · see citing works
Smith, G. J., Abraham, M. B., de Bock, M. I., Fairchild, J. M., King, B., Ambler, G. R., Cameron, F. J., McAuley, S. A., KEECH, A. C., Jenkins, A. J., et al. (2023) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2022.0101 · Cited by 17 · see citing works
Self-citationGalindo, R. J., Aleppo, G., Parkin, C. G., Baidal, D. A., Carlson, A. L., Cengiz, E., Forlenza, G. P., Kruger, D. F., Levy, C. J., McGill, J. B., et al. (2022) · Journal of Diabetes Science and Technology · doi:10.1177/19322968221144052 · Cited by 17 · see citing works
O'Neal, D. N., Cohen, O., Vogrin, S., Vigersky, R. A., Jenkins, A. J., McAuley, S. A., Lee, M. H., Paldus, B., Sims, C. M., MacIsaac, R. J., et al. (2022) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2022.0350 · Cited by 16 · see citing works
Self-citationBailey, R., Donthi, S., Markt, S. C., Drummond, C. K., & Cullen, J. C. (2022) · Journal of Diabetes Science and Technology · doi:10.1177/19322968221091299 · Cited by 15 · see citing works
(Hybrid) Closed-Loop Systems: From Announced to Unannounced Exercise
Zimmer, R. T., Auth, A., Schierbauer, J., Haupt, S., Wachsmuth, N. B., Zimmermann, P., Voit, T., Battelino, T., Sourij, H., & Moser, O. (2023) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2023.0293 · Cited by 15 · see citing works
Toschi, E., O'Neal, D. N., Munshi, M. N., & Jenkins, A. J. (2024) · Journal of Diabetes Science and Technology · doi:10.1177/19322968241247568 · Cited by 15 · see citing works
Self-citationPatient‐reported outcomes in studies of diabetes technology: What matters
Liarakos, A. L., Crabtree, T. S. J., & Wilmot, E. G. (2024) · Diabetes Obesity and Metabolism · doi:10.1111/dom.15858 · Cited by 15 · see citing works
Lu, J., Lee, P., Ierino, F. L., MacIsaac, R. J., Ekinci, E. I., & O'Neal, D. N. (2023) · Journal of Diabetes Science and Technology · doi:10.1177/19322968231174040 · Cited by 15 · see citing works
Self-citationDonaldson, L. E., Fourlanos, S., Vogrin, S., MacIsaac, R. J., Colman, P. G., & McAuley, S. A. (2023) · Internal Medicine Journal · doi:10.1111/imj.16143 · Cited by 13 · see citing works
Self-citationHybrid Closed Loop in Adults With Type 1 Diabetes and Severely Impaired Hypoglycemia Awareness
Lee, M. H., Gooley, J. L., Obeyesekere, V. R., Lu, J., Paldus, B., Hendrieckx, C., MacIsaac, R. J., McAuley, S. A., Speight, J., Vogrin, S., et al. (2024) · Journal of Diabetes Science and Technology · doi:10.1177/19322968241245627 · Cited by 13 · see citing works
Self-citationOne Size Fits All Versus Individualized Medicine in Type 1 Diabetes Management
Midyett, L. K. (2023) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2023.0109 · Cited by 13 · see citing works
Advances in Automated Insulin Delivery with the Medtronic 780G: The Australian Experience
Halim, B., Abraham, M. B., Manos, G., Arrieta, A., Dai, Z., Vogrin, S., Lu, J., MacIsaac, R. J., Ekinci, E. I., Davis, E. A., et al. (2024) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2023.0348 · Cited by 12 · see citing works
Self-citationBarnard-Kelly, K. D., Gonder-Frederick, L. A., Weissberg-Benchell, J. A., & Wisk, L. E. (2024) · Journal of Diabetes Science and Technology · doi:10.1177/19322968241276550 · Cited by 12 · see citing works
Blood glucose monitoring devices: current considerations
Sly, B., & Taylor, J. (2023) · Australian Prescriber · doi:10.18773/austprescr.2023.013 · Cited by 11 · see citing works
Paldus, B., Lee, M. H., Morrison, D., Zaharieva, D. P., Jones, H., Obeyesekere, V. R., Lu, J., Vogrin, S., Gerche, A. L., McAuley, S. A., et al. (2021) · Journal of Diabetes Science and Technology · doi:10.1177/19322968211035110 · Cited by 11 · see citing works
Self-citationAkiyama, T., Yamakawa, T., Orime, K., Ichikawa, M., Harada, M., Netsu, T., Akamatsu, R., Nakamura, K., Shinoda, S., & Terauchi, Y. (2023) · Journal of Diabetes Investigation · doi:10.1111/jdi.14103 · Cited by 11 · see citing works
Lee, M. H., Vogrin, S., Jones, T. W., & O'Neal, D. N. (2024) · Journal of Diabetes Science and Technology · doi:10.1177/19322968241231307 · Cited by 11 · see citing works
Self-citationJalilova, A., Pilan, B. Ş., Demir, G., Özbaran, B., Balkı, H. G., Arslan, E., Köse, S., Özen, S., Darcan, Ş., & Gökşen, D. (2024) · European Journal of Pediatrics · doi:10.1007/s00431-024-05551-1 · Cited by 10 · see citing works
Fully automated insulin delivery systems in type 1 diabetes: A systematic review and meta‐analysis
Fan, W., Deng, C., Xu, R., Liu, Z., He, Y., Zhou, Z., & Li, X. (2025) · Diabetes Obesity and Metabolism · doi:10.1111/dom.16499 · Cited by 10 · see citing works
Liarakos, A. L., Crabtree, T. S. J., Griffin, T. P., Hussain, S., Gallen, G., Elliott, J., Furlong, N. J., Narendran, P., Thabit, H., Leelarathna, L., et al. (2025) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2025.0165 · Cited by 10 · see citing works
Ekanayake, P. S., & Edelman, S. V. (2023) · Diabetes Obesity and Metabolism · doi:10.1111/dom.15059 · Cited by 10 · see citing works
Konantambigi, A., Wang, W., Boggild, D., Rana, A., Syphers, L., Presley, C., Cummins, C., Malabu, U. H., Hawke, K., Shenoy, V. V., et al. (2025) · Diabetes Obesity and Metabolism · doi:10.1111/dom.16485 · Cited by 9 · see citing works
The impact of diabetes technology advances on quality of life: addressing the barriers to uptake
Kilvert, A., & Fox, C. (2023) · Practical Diabetes · doi:10.1002/pdi.2476 · Cited by 9 · see citing works
Lu, J., Vogrin, S., McAuley, S. A., Lee, M. H., Paldus, B., Bach, L. A., Burt, M. G., Clarke, P., Cohen, N. D., Colman, P. G., et al. (2021) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2021.109000 · Cited by 9 · see citing works
Self-citationJenkins, A. J., Januszewski, A. S., Kirby, A. C., Hendrieckx, C., McAuley, S. A., Lee, M. H., Paldus, B., Vogrin, S., de Bock, M. I., Abraham, M. B., et al. (2024) · Internal Medicine Journal · doi:10.1111/imj.16567 · Cited by 8 · see citing works
Self-citationSchoemaker, M., Martensson, A., Mader, J. K., Nørgaard, K., Freckmann, G., Benhamou, P., Diem, P., & Heinemann, L. (2023) · Journal of Diabetes Science and Technology · doi:10.1177/19322968231203237 · Cited by 8 · see citing works
Gardner, D. S.-L., Tan, H. C., Lim, G. H., Oo, M. Z., Xin, X., & CHANDRAN, S. R. (2023) · Scientific Reports · doi:10.1038/s41598-023-47351-x · Cited by 8 · see citing works
Yuan, C. Y., Kong, Y. W., Amoore, T., Brown, K., Grosman, B., Jenkins, A. J., Jones, H., Kurtz, N., Lee, M. H., MacIsaac, R. J., et al. (2024) · Diabetes Care · doi:10.2337/dc23-2217 · Cited by 8 · see citing works
Self-citationHalliday, J. A., Russell‐Green, S., Lam, B., Trawley, S. L., McAuley, S. A., Bach, L. A., Burt, M. G., Cohen, N. D., Colman, P. G., Davis, E. A., et al. (2024) · BMJ Open Diabetes Research & Care · doi:10.1136/bmjdrc-2024-004428 · Cited by 8 · see citing works
Self-citationPham, C. T., Ali, A. S., Churilov, L. P., Baqar, S., Hendrieckx, C., O'Neal, D. N., Howard, M. E., & Ekinci, E. I. (2024) · Diabetic Medicine · doi:10.1111/dme.15485 · Cited by 7 · see citing works
Self-citationAlwan, H., Ware, J., Boughton, C. K., Wilinska, M. E., Allen, J. M., Lakshman, R., Nwokolo, M., Hartnell, S., Bally, L., de Beaufort, C. E., et al. (2023) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2023.0061 · Cited by 7 · see citing works
Åm, M. K., Teigen, I. A., Riaz, M., Fougner, A. L., Christiansen, S. C., & Carlsen, S. M. (2023) · Journal of Endocrinological Investigation · doi:10.1007/s40618-023-02193-2 · Cited by 7 · see citing works
Mesa, A., Beneyto, A., José, J., Viaplana, J., Bondía, J., Vehı́, J., Conget, I., & Giménez, M. (2023) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2023.110956 · Cited by 7 · see citing works
Monnier, L., Colette, C., Renard, É., Benhamou, P., Aouinti, S., Molinari, N., & Owens, D. (2024) · Diabetes & Metabolism · doi:10.1016/j.diabet.2024.101589 · Cited by 7 · see citing works
de Portu, S., Vorrink, L., Ré, R., Shin, J., Castañeda, J., Habteab, A., & Cohen, O. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-050635 · Cited by 6 · see citing works
Stathi, D., Johnston, T., Hyslop, R., Brackenridge, A., & Karalliedde, J. J. (2023) · Journal of Diabetes Investigation · doi:10.1111/jdi.14019 · Cited by 6 · see citing works
1921–2021: From insulin discovery to islet transplantation in type 1 diabetes
Chetboun, M., Jannin, A., Kerr-Conte, J. A., Pattou, F. N., & Vantyghem, M. (2021) · Annales d Endocrinologie · doi:10.1016/j.ando.2021.03.006 · Cited by 6 · see citing works
Speight, J., Hermanns, N., Jensen, W., Kanc, K., Karagiannis, T., Law, M., Mocan, A., Rutters, F., Sturt, J. A., Zaccardi, F., et al. (2026) · Diabetologia · doi:10.1007/s00125-026-06840-0 · Cited by 5 · see citing works
Self-citationHendrieckx, C., Husin, H. M., Russell‐Green, S., Halliday, J. A., Lam, B., Trawley, S. L., McAuley, S. A., Bach, L. A., Burt, M. G., Cohen, N. D., et al. (2023) · Diabetic Medicine · doi:10.1111/dme.15195 · Cited by 5 · see citing works
Self-citationPei, Y., Ke, W., Lü, J., Lin, Y., Zhang, Z., Peng, Y., Bi, Y., Li, Y., Hou, J., Zhang, X., et al. (2023) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2023.0234 · Cited by 5 · see citing works
Eldib, A. H., Dhaver, S., KIBAA, K., Atakov-Castillo, A., Salah, T., Al-Badri, M. R., Khater, A., MCCARRAGHER, R., Elenani, O., Toschi, E., et al. (2024) · World Journal of Diabetes · doi:10.4239/wjd.v15.i3.455 · Cited by 5 · see citing works
Pantanetti, P., Biondini, F., Mancin, S., Sguanci, M. E., Masini, A., Panella, M., Palomares, S. M., Ferrara, G., Petrelli, F., & Cangelosi, G. (2025) · Diabetology · doi:10.3390/diabetology6030021 · Cited by 5 · see citing works
ROEM, K. L., Compton, R., Fourlanos, S., & McAuley, S. A. (2022) · Nutrition & Dietetics · doi:10.1111/1747-0080.12744 · Cited by 5 · see citing works
Self-citationLu, J., Morrison, D., Halim, B., Manos, G., Obeyesekere, V. R., Kannard, B., Shah, R. V., Wolfe, K., Morrow, B., Pagliuso, B., et al. (2024) · Journal of Diabetes Science and Technology · doi:10.1177/19322968241266822 · Cited by 4 · see citing works
Self-citationSmith, T. A., Venkatesh, N., ROEM, K. L., Lu, J., Netzer, E., Medioli, A. M., Szwec, S., O'Neal, D. N., King, B. R., & Smart, C. E. (2024) · Diabetic Medicine · doi:10.1111/dme.15487 · Cited by 4 · see citing works
Self-citationAccuracy of continuous glucose monitoring in critically ill patients
Santamaria, J. D., Selers, E., & Reid, D. (2025) · Critical Care and Resuscitation · doi:10.1016/j.ccrj.2025.100118 · Cited by 4 · see citing works
Molfetta, S. D., Gioia, L. D., Caruso, I., Caporusso, M., Trerotoli, P., Natalicchio, A., Perrini, S., Laviola, L., & Giorgino, F. (2026) · Diabetes Technology and Obesity Medicine · doi:10.1177/29986702261437858 · Cited by 4 · see citing works
Kogai, T., Sato, J., Yasuda, H., Ayame, T., Ozaki, A., Takagi, E., Koshibu, M., Nishida, Y., Ikeda, F., & Watada, H. (2024) · Journal of Diabetes Investigation · doi:10.1111/jdi.14350 · Cited by 4 · see citing works
Forecasting blood glucose level using convolutional recurrent connection
Arora, S., Kumar, S., & Kumar, P. (2025) · Sadhana · doi:10.1007/s12046-024-02657-y · Cited by 4 · see citing works
Empfehlungen zur Diabetes-Behandlung mit automatischen Insulin-Dosierungssystemen
Berge, T. V. D., Biester, S., Biester, T., Buchmann, A.-K., Datz, N., Grosser, U., Kapitzke, K., Klusmeier, B., Remus, K., Reschke, F., et al. (2021) · Diabetologie und Stoffwechsel · doi:10.1055/a-1652-9011 · Cited by 4 · see citing works
- Authors
- McAuley, S. A., Lee, M. H., Paldus, B., Vogrin, S., de Bock, M. I., Abraham, M. B., Bach, L. A., Burt, M. G., Cohen, N. D., Colman, P. G., Davis, E. A., Hendrieckx, C., Holmes-Walker, D. J., Kaye, J., Keech, A. C., Kumareswaran, K., MacIsaac, R. J., McCallum, R. W., Sims, C. M., Speight, J., Stranks, S. N., Sundararajan, V., Trawley, S., Ward, G. M., Jenkins, A. J., Jones, T. W., O’Neal, D. N., Australian JDRF Closed-Loop Research Group, O’Neal, D. N., McAuley, S. A., Lee, M. H., Paldus, B., Sims, C. M., MacIsaac, R. J., Ward, G. M., Colman, P. G., Cohen, N. D., Bach, L. A., Kumareswaran, K., Stranks, S. N., Burt, M. G., Holmes-Walker, D. J., McCallum, R. W., Kaye, J., Speight, J., Hendrieckx, C., Halliday, J., Russell-Green, S., Trawley, S., Jenkins, A. J., Januszewski, A., Keech, A. C., Vogrin, S., Sundararajan, V., Mohammed Husin, H., Clarke, P. M., Jones, T. W., Davis, E. A., de Bock, M. I., Abraham, M. B., Ambler, G. R., Cameron, F. J., Fairchild, J. M., & King, B. R.
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2020-10-14
- Volume
- 43
- Issue
- 12
- Pages
- 3024-3033
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- OpenAlex
- W3092965120
- Cited by
- 158
- References
- 38
- Citations by year
- 2026: 17 · 2025: 24 · 2024: 33 · 2023: 37 · 2022: 30 · 2021: 16 · 2020: 1
- FWCI
- 15.84
- Type
- journal article
- Language
- en
- Open access
- green
- figshare.com
- Locations
- Diabetes Care (publishedVersion)
- PubMed (publishedVersion)
- Deakin Research Online (Deakin University) (submittedVersion)
- UWA Profiles and Research Repository (UWA) (submittedVersion)
- Figshare (submittedVersion, cc-by)
- Funders
- JDRF Australian Type 1 Diabetes Clinical Research Network (3-SRA-2016-351-M-B)
- National Health and Medical Research Council of Australia (APP1099379)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Diabetes and associated disorders
- Keywords
- type 1 diabetes, hybrid closed-loop insulin delivery, insulin pump therapy, multiple daily insulin injections, continuous glucose monitoring, time in range, glycemic control, HbA1c, diabetes distress, sleep quality, cognitive function, device-related adverse events, adults with type 1 diabetes, diabetes self-management
- MeSH terms
- Adult, Aged, Blood Glucose, Blood Specimen Collection, Diabetes Mellitus, Type 1, Female, Fingers, Glycated Hemoglobin, Humans, Hypoglycemic Agents, Injections, Insulin, Insulin Infusion Systems, Male, Middle Aged, Personal Satisfaction, Blood Glucose Self-Monitoring, Needlestick Injuries
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