Closed-loop insulin delivery for glycemic control in noncritical care
Open accessAbstract
BACKGROUND: In patients with diabetes, hospitalization can complicate the achievement of recommended glycemic targets. There is increasing evidence that a closed-loop delivery system (artificial pancreas) can improve glucose control in patients with type 1 diabetes. We wanted to investigate whether a closed-loop system could also improve glycemic control in patients with type 2 diabetes who were receiving noncritical care. METHODS: In this randomized, open-label trial conducted on general wards in two tertiary hospitals located in the United Kingdom and Switzerland, we assigned 136 adults with type 2 diabetes who required subcutaneous insulin therapy to receive either closed-loop insulin delivery (70 patients) or conventional subcutaneous insulin therapy, according to local clinical practice (66 patients). The primary end point was the percentage of time that the sensor glucose measurement was within the target range of 100 to 180 mg per deciliter (5.6 to 10.0 mmol per liter) for up to 15 days or until hospital discharge. RESULTS: The mean (±SD) percentage of time that the sensor glucose measurement was in the target range was 65.8±16.8% in the closed-loop group and 41.5±16.9% in the control group, a difference of 24.3±2.9 percentage points (95% confidence interval [CI], 18.6 to 30.0; P<0.001); values above the target range were found in 23.6±16.6% and 49.5±22.8% of the patients, respectively, a difference of 25.9±3.4 percentage points (95% CI, 19.2 to 32.7; P<0.001). The mean glucose level was 154 mg per deciliter (8.5 mmol per liter) in the closed-loop group and 188 mg per deciliter (10.4 mmol per liter) in the control group (P<0.001). There was no significant between-group difference in the duration of hypoglycemia (as defined by a sensor glucose measurement of <54 mg per deciliter; P=0.80) or in the amount of insulin that was delivered (median dose, 44.4 U and 40.2 U, respectively; P=0.50). No episode of severe hypoglycemia or clinically significant hyperglycemia with ketonemia occurred in either trial group. CONCLUSIONS: Among inpatients with type 2 diabetes receiving noncritical care, the use of an automated, closed-loop insulin-delivery system resulted in significantly better glycemic control than conventional subcutaneous insulin therapy, without a higher risk of hypoglycemia. (Funded by Diabetes UK and others; ClinicalTrials.gov number, NCT01774565 .).
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In a randomized controlled trial, people with type 2 diabetes receiving noncritical care had significantly better glycemia with the use of an automated, fully closed-loop insulin delivery system than with conventional subcutaneous insulin therapy, without a higher risk of hypoglycemia.
“In a randomized controlled trial, people with type 2 diabetes receiving noncritical care had significantly better glycemia with the use of an automated, fully closed-loop insulin delivery system than with conventional subcutaneous insulin therapy, without a higher risk of hypoglycemia (59).”
From 16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2026 (2026) · cites this paper as [59]
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Charlson, M. E., Pompei, P., Ales, K. L., & MacKenzie, C. R. (1987) · Journal of Chronic Diseases · doi:10.1016/0021-9681(87)90171-8 · Cited by 49,742 · see citing works
International Diabetes Federation 2017
Carracher, A. M., Marathe, P. H., & Close, K. L. (2018) · Journal of Diabetes · doi:10.1111/1753-0407.12644 · Cited by 13,369 · see citing works
Hyperglycemia: an independent marker of in-hospital mortality in patients with undiagnosed diabetes
Umpierrez, G. E., Isaacs, S. D., Bazargan, N., You, X., Thaler, L. M., & Kitabchi, A. E. (2002) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.87.3.8341 · Cited by 2,195 · see citing works
Dungan, K. M., Braithwaite, S. S., & Preiser, J.-C. (2009) · The Lancet · doi:10.1016/s0140-6736(09)60553-5 · Cited by 1,431 · see citing works
Umpierrez, G. E., Hellman, R., Korytkowski, M. T., Kosiborod, M., Maynard, G. A., Montori, V. M., Seley, J. J., & Van den Berghe, G. (2012) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2011-2098 · Cited by 1,126 · see citing works
Discharge planning from hospital to home
Shepperd, S., Lannin, N. A., Clemson, L. M., McCluskey, A., Cameron, I. D., & Barras, S. (2013) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd000313.pub4 · Cited by 910 · see citing works
Umpierrez, G. E., Smiley, D., Jacobs, S., Peng, L., Temponi, A., Mulligan, P., Umpierrez, D., Newton, C., Olson, D., & Rizzo, M. (2011) · Diabetes Care · doi:10.2337/dc10-1407 · Cited by 720 · see citing works
Home Use of an Artificial Beta Cell in Type 1 Diabetes
Thabit, H., Tauschmann, M., Allen, J. M., Leelarathna, L., Hartnell, S., Wilinska, M. E., Acerini, C. L., Dellweg, S., Benesch, C., Heinemann, L., et al. (2015) · New England Journal of Medicine · doi:10.1056/nejmoa1509351 · Cited by 450 · see citing works
Self-citationBekiari, 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
Self-citationSteroid‐induced diabetes: a clinical and molecular approach to understanding and treatment
Hwang, J. L., & Weiss, R. E. (2013) · Diabetes/Metabolism Research and Reviews · doi:10.1002/dmrr.2486 · Cited by 385 · see citing works
Unrecognized Diabetes Among Hospitalized Patients
Levetan, C. S., Passaro, M., Jablonski, K., Kass, M. E., & Ratner, R. E. (1998) · Diabetes Care · doi:10.2337/diacare.21.2.246 · Cited by 303 · see citing works
Rochon, P. A., Katz, J. N., MORROW, L. A., McGlinchey, R. E., Ahlquist, M. M., Sarkarati, M., & Minaker, K. L. (1996) · Medical Care · doi:10.1097/00005650-199611000-00004 · Cited by 269 · see citing works
Glycemic Control in Non-Critically Ill Hospitalized Patients: A Systematic Review and Meta-Analysis
Murad, M. H., Coburn, J. A., Yglesias, F. C., Dzyubak, S., Hazem, A., Lane, M. A., Prokop, L. J., & Montori, V. M. (2011) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2011-2100 · Cited by 192 · see citing works
14. Diabetes Care in the Hospital: Standards of Medical Care in Diabetes—2018
American Diabetes Association (2017) · Diabetes Care · doi:10.2337/dc18-s014 · Cited by 182 · see citing works
Pathways to Quality Inpatient Management of Hyperglycemia and Diabetes: A Call to Action
Draznin, B., Gilden, J. L., Golden, S. H., Inzucchi, S. E., & for the PRIDE investigators (2013) · Diabetes Care · doi:10.2337/dc12-2508 · Cited by 145 · see citing works
Hyperglycemia During Total Parenteral Nutrition
Pasquel, F. J., Spiegelman, R., McCauley, M., Smiley, D. D., Umpierrez, D., Johnson, R., Rhee, M. K., Gatcliffe, C., Lin, E., Umpierrez, E., et al. (2009) · Diabetes Care · doi:10.2337/dc09-1748 · Cited by 145 · see citing works
Update on Inpatient Glycemic Control in Hospitals in the United States
Swanson, C. M., Potter, D. J., Kongable, G. L., & Cook, C. B. (2011) · Endocrine Practice · doi:10.4158/ep11042.or · Cited by 144 · see citing works
Closed-loop insulin delivery in inpatients with type 2 diabetes: a randomised, parallel-group trial
Thabit, H., Hartnell, S., Allen, J. M., Lake, A., Wilinska, M. E., Ruan, Y., Evans, M. L., Coll, A. P., & Hovorka, R. (2016) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(16)30280-7 · Cited by 141 · see citing works
Self-citationNirantharakumar, K., Marshall, T. P., Kennedy, A., Narendran, P., Hemming, K., & Coleman, J. J. (2012) · Diabetic Medicine · doi:10.1111/dme.12002 · Cited by 133 · see citing works
Umpierrez, G. E., Reyes, D., Smiley, D., Hermayer, K., Khan, A., Olson, D. E., Pasquel, F., Jacobs, S., Newton, C., Peng, L., et al. (2014) · Diabetes Care · doi:10.2337/dc14-0479 · Cited by 130 · see citing works
Leelarathna, L., English, S. W., Thabit, H., Caldwell, K., Allen, J. M., Kumareswaran, K., Wilinska, M. E., Nodale, M., Mangat, J. S., Evans, M. L., et al. (2013) · Critical Care · doi:10.1186/cc12838 · Cited by 121 · see citing works
Self-citationRushakoff, R. J., Sullivan, M. M., MacMaster, H. W., Shah, A. D., Rajkomar, A., Glidden, D. V., & Kohn, M. A. (2017) · Annals of Internal Medicine · doi:10.7326/m16-1413 · Cited by 91 · see citing works
Bach, L. A., Ekinci, E. I., Engler, D., Gilfillan, C. P., Hamblin, P. S., MacIsaac, R. J., Soldatos, G., Steele, C. E., Ward, G. M., & WYATT, S. A. (2014) · The Medical Journal of Australia · doi:10.5694/mja13.00104 · Cited by 84 · see citing works
Okabayashi, T., Nishimori, I., Maeda, H., Yamashita, K., Yatabe, T., & Hanazaki, K. (2009) · Diabetes Care · doi:10.2337/dc08-2107 · Cited by 78 · see citing works
Christensen, M. B., Gotfredsen, A., & Nørgaard, K. (2017) · Diabetes/Metabolism Research and Reviews · doi:10.1002/dmrr.2885 · Cited by 57 · see citing works
Mader, J. K., Neubauer, K. M., Schaupp, L., Augustin, T., Beck, P., Spat, S., Höll, B., Treiber, G. M., Fruhwald, F. M., Pieber, T. R., et al. (2013) · Diabetes Obesity and Metabolism · doi:10.1111/dom.12186 · Cited by 36 · see citing works
Closed-loop for type 1 diabetes – an introduction and appraisal for the generalist
Bally, L., Thabit, H., & Hovorka, R. (2017) · BMC Medicine · doi:10.1186/s12916-017-0794-8 · Cited by 35 · see citing works
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Topol, E. J. (2019) · Nature Medicine · doi:10.1038/s41591-018-0300-7 · Cited by 10,450 · see citing works
Cappon, G., Vettoretti, M., Sparacino, G., & Facchinetti, A. (2019) · Diabetes & Metabolism Journal · doi:10.4093/dmj.2019.0121 · Cited by 477 · see citing works
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-citationYoung, A. T., Amara, D., Bhattacharya, A., & Wei, M. L. (2021) · The Lancet Digital Health · doi:10.1016/s2589-7500(21)00132-1 · Cited by 400 · see citing works
Management of diabetes and hyperglycaemia in the hospital
Pasquel, F. J., Lansang, M. C., Dhatariya, K., & Umpierrez, G. E. (2021) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(20)30381-8 · Cited by 329 · see citing works
Long-term unsupervised mobility assessment in movement disorders
Warmerdam, E., Hausdorff, J. M., Atrsaei, A., Zhou, Y., Mirelman, A., Aminian, K., Espay, A. J., Hansen, C., Evers, L. J. W., Keller, A., et al. (2020) · The Lancet Neurology · doi:10.1016/s1474-4422(19)30397-7 · Cited by 306 · see citing works
Patients’ views of wearable devices and AI in healthcare: findings from the ComPaRe e-cohort
Tran, V.-T., Riveros, C., & Ravaud, P. (2019) · npj Digital Medicine · doi:10.1038/s41746-019-0132-y · Cited by 266 · see citing works
15. Diabetes Care in the Hospital: Standards of Medical Care in Diabetes—2020
American Diabetes Association (2019) · Diabetes Care · doi:10.2337/dc20-s015 · Cited by 272 · see citing works
Advances in technology for management of type 1 diabetes
Beck, R. W., Bergenstal, R. M., Laffel, L. M., & Pickup, J. C. (2019) · The Lancet · doi:10.1016/s0140-6736(19)31142-0 · Cited by 242 · see citing works
Continuous glucose monitors and automated insulin dosing systems in the hospital consensus guideline
Galindo, R. J., Umpierrez, G. E., Rushakoff, R. J., Basu, A., Lohnes, S., Nichols, J. H., Spanakis, E. K., Espinoza, J., Palermo, N. E., Awadjie, D. G., et al. (2020) · Journal of Diabetes Science and Technology · doi:10.1177/1932296820954163 · Cited by 170 · see citing works
Self-citationHypoglycemia in diabetes: An update on pathophysiology, treatment, and prevention
Nakhleh, A., & Shehadeh, N. (2021) · World Journal of Diabetes · doi:10.4239/wjd.v12.i12.2036 · Cited by 170 · see citing works
Recent advances in optical sensors for continuous glucose monitoring
Ahmed, I., Jiang, N., Shao, X., Elsherif, M., Alam, F., Salih, A. E., Butt, H., & Yetisen, A. K. (2022) · Sensors & Diagnostics · doi:10.1039/d1sd00030f · Cited by 136 · see citing works
Closed-Loop Insulin Delivery Systems: Past, Present, and Future Directions
Templer, S. (2022) · Frontiers in Endocrinology · doi:10.3389/fendo.2022.919942 · Cited by 136 · see citing works
Boughton, C. K., Tripyla, A., Hartnell, S., DALY, A. B., Herzig, D., Wilinska, M. E., Czerlau, C., Fry, A. C., Bally, L., & Hovorka, R. (2021) · Nature Medicine · doi:10.1038/s41591-021-01453-z · Cited by 126 · see citing works
Self-citationDaly, A. B., Boughton, C. K., Nwokolo, M., Hartnell, S., Wilinska, M. E., Cezar, A., Evans, M. L., & Hovorka, R. (2023) · Nature Medicine · doi:10.1038/s41591-022-02144-z · Cited by 120 · see citing works
Self-citationLatres, E., Finan, D. A., Greenstein, J. L., Kowalski, A. J., & Kieffer, T. J. (2019) · Cell Metabolism · doi:10.1016/j.cmet.2019.02.007 · Cited by 118 · see citing works
Boughton, C. K., Bally, L., Martignoni, F., Hartnell, S., Herzig, D., Vogt, A. P., Wertli, M. M., Wilinska, M. E., Evans, M. L., Coll, A. P., et al. (2019) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(19)30061-0 · Cited by 110 · see citing works
Self-citationBally, L., Gubler, P., Thabit, H., Hartnell, S., Ruan, Y., Wilinska, M. E., Evans, M. L., Semmo, M., Vogt, B., Coll, A. P., et al. (2019) · Kidney International · doi:10.1016/j.kint.2019.03.006 · Cited by 103 · see citing works
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Moon, S. J., Jung, I., & Park, C. (2021) · Diabetes & Metabolism Journal · doi:10.4093/dmj.2021.0177 · Cited by 103 · see citing works
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Ruan, Y., Bellot, A., Moysova, Z., Tan, G. D., Lumb, A. N., Davies, J., van der Schaar, M., & Rea, R. D. (2020) · Diabetes Care · doi:10.2337/dc19-1743 · Cited by 96 · see citing works
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DALY, A. B., & Hovorka, R. (2021) · Diabetes Obesity and Metabolism · doi:10.1111/dom.14418 · Cited by 93 · see citing works
Self-citationKyi, M., Colman, P. G., Wraight, P. R., Reid, J., Gorelik, A., Galligan, A., Kumar, S., Rowan, L. M., Marley, K. A., Nankervis, A. J., et al. (2019) · Diabetes Care · doi:10.2337/dc18-2342 · Cited by 86 · see citing works
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Dovč, K., & Battelino, T. (2019) · Endocrinology and Metabolism Clinics of North America · doi:10.1016/j.ecl.2019.10.009 · Cited by 85 · see citing works
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American Diabetes Association Professional Practice Committee for Diabetes*, Bajaj, M., McCoy, R. G., Balapattabi, K., Bannuru, R. R., Bellini, N. J., Bennett, A. K., Beverly, E. A., Briggs Early, K., ChallaSivaKanaka, S., et al. (2026) · Diabetes Care · doi:10.2337/dc26-s016 · Cited by 80 · see citing works
A Consensus Statement for Continuous Glucose Monitoring Metrics for Inpatient Clinical Trials
Spanakis, E. K., Cook, C. B., Kulasa, K. M., Aloi, J., Bally, L., Davis, G. M., Dungan, K. M., Galindo, R. J., Mendez, C. E., Pasquel, F. J., et al. (2023) · Journal of Diabetes Science and Technology · doi:10.1177/19322968231191104 · Cited by 81 · see citing works
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Khodaei, M., Candelino, N., Mehrvarz, A., & Jalili, N. (2019) · IEEE Access · doi:10.1109/access.2020.2968440 · Cited by 51 · see citing works
Seisa, M. O., Saadi, S., Nayfeh, T., Muthusamy, K., Shah, S. H., Firwana, M., Hasan, B., Jawaid, T., Abd-Rabu, R., Korytkowski, M. T., et al. (2022) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/clinem/dgac277 · Cited by 65 · see citing works
Astillo, P. V., Duguma, D. G., Park, H., Kim, J., Kim, B., & You, I. (2021) · Future Generation Computer Systems · doi:10.1016/j.future.2021.10.023 · Cited by 63 · see citing works
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Self-citationBoughton, C. K., Hartnell, S., Lakshman, R., Nwokolo, M., Wilinska, M. E., Ware, J., Allen, J. M., Evans, M. L., & Hovorka, R. (2023) · Diabetes Care · doi:10.2337/dc23-0728 · Cited by 54 · see citing works
Self-citationSafe care for people with diabetes in hospital
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Herzig, D., Suhner, S., Roos, J., Schürch, D., Cecchini, L., Nakas, C. T., Weiss, S., Kadner, A., Kocher, G. J., Guensch, D. P., et al. (2022) · Diabetes Care · doi:10.2337/dc22-0438 · Cited by 50 · see citing works
Self-citationArroyave, F., Montaño, D., & Lizcano, F. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21228685 · Cited by 48 · see citing works
Yeh, T., Yeung, M., & Curanaj, F. A. M. (2021) · Current Diabetes Reports · doi:10.1007/s11892-021-01375-7 · Cited by 46 · see citing works
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Abdelhafiz, A. H., & Sinclair, A. J. (2019) · Current Diabetes Reports · doi:10.1007/s11892-019-1135-4 · Cited by 44 · see citing works
Borel, A.-L., Lablanche, S., Waterlot, C., Joffray, E., Barra, C., Arnol, N., Amougay, H., & Benhamou, P.-Y. (2024) · Diabetes Care · doi:10.2337/dc24-0623 · Cited by 43 · see citing works
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Self-citationArtificial Pancreas: Current Progress and Future Outlook in the Treatment of Type 1 Diabetes
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Davis, G. M., Hughes, M. S., Brown, S. A., Sibayan, J., Perez-Guzman, M. C., Stumpf, M., Thompson, Z., Basina, M., Patel, R. M., Hester, J., et al. (2023) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2023.0304 · Cited by 41 · see citing works
Graña, C., Ravaud, P., Ghosn, L., & Tran, V.-T. (2020) · BMC Medicine · doi:10.1186/s12916-020-01773-w · Cited by 40 · see citing works
Practical implementation of automated closed-loop insulin delivery: A French position statement
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Autopilots in the Operating Room: Safe Use of Automated Medical Technology
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Avari, P., Lumb, A. N., Flanagan, D., Rayman, G. A., Misra, S., Choudhary, P., & Dhatariya, K. (2022) · Journal of Diabetes Science and Technology · doi:10.1177/19322968221137335 · Cited by 37 · see citing works
Amer, B. E., Yaqout, Y. E., Abozaid, A. M., Afifi, E., & Aboelkhier, M. M. (2023) · Diabetic Medicine · doi:10.1111/dme.15196 · Cited by 35 · see citing works
Zelada, H., Perez‐Guzman, M. C., Cherñavvsky, D. R., & Galindo, R. J. (2023) · Endocrine Connections · doi:10.1530/ec-23-0180 · Cited by 34 · see citing works
Key indices of glycaemic variability for application in diabetes clinical practice
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Karol, A. B., O’Malley, G., Fallurin, R., & Levy, C. J. (2022) · Endocrine Practice · doi:10.1016/j.eprac.2022.10.001 · Cited by 27 · see citing works
Taleb, N., Carpentier, A. C., Messier, V., Ladouceur, M., Haidar, A., & RABASA-LHORET, R. P. R. (2019) · Diabetes Care · doi:10.2337/dc18-2406 · Cited by 24 · see citing works
Avari, P., Choudhary, P., Lumb, A. N., Misra, S., Rayman, G. A., Flanagan, D., Dhatariya, K., & the Joint British Diabetes Societies for Inpatient Care (JBDS‐IP) group (2024) · Diabetic Medicine · doi:10.1111/dme.15452 · Cited by 23 · see citing works
Aberer, F., Lichtenegger, K. M., Smajic, E., Donsa, K., Malle, O., Samonigg, J., Höll, B., Beck, P., Pieber, T. R., Plank, J., et al. (2018) · Diabetes Obesity and Metabolism · doi:10.1111/dom.13559 · Cited by 23 · see citing works
The closed‐loop artificial pancreas in 2020
Fabris, C., & Kovatchev, B. P. (2020) · Artificial Organs · doi:10.1111/aor.13704 · Cited by 23 · see citing works
Boughton, C. K., Hartnell, S., Hobday, N., Lake, A., Davenport, K., DALY, A. B., Ward, C., Taylor, C., Hovorka, R., & Bansiya, V. (2023) · Diabetic Medicine · doi:10.1111/dme.15092 · Cited by 24 · see citing works
Self-citationClosed-loop insulin delivery: current status of diabetes technologies and future prospects
Majeed, W., & Thabit, H. (2018) · Expert Review of Medical Devices · doi:10.1080/17434440.2018.1503530 · Cited by 24 · see citing works
Self-citationArtificial Pancreas: Evaluating the ARG Algorithm Without Meal Announcement
Fushimi, E., Colmegna, P. H., Battista, H. D., Garelli, F., & Sánchez‐Peña, R. (2019) · Journal of Diabetes Science and Technology · doi:10.1177/1932296819864585 · Cited by 22 · see citing works
Schaarup, J. R., Aggarwal, R., Dalsgaard, E., Norman, K., Dollerup, O. L., Ashrafian, H., Witte, D. R., Sandbæk, A., & Hulmán, Á. (2022) · Diabetes Epidemiology and Management · doi:10.1016/j.deman.2022.100114 · Cited by 23 · see citing works
Abdelhafiz, A. H., Peters, S., & Sinclair, A. J. (2021) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2021.109085 · Cited by 22 · see citing works
The use of technology in type 2 diabetes and prediabetes: a narrative review
Liarakos, A. L., Lim, J. Z. M., Leelarathna, L., & Wilmot, E. G. (2024) · Diabetologia · doi:10.1007/s00125-024-06203-7 · Cited by 20 · see citing works
Multi-Horizon Glucose Prediction Across Populations With Deep Domain Generalization
Zhu, T., Afentakis, I., Li, K., Armiger, R., Hill, N. E., Oliver, N. S., & Georgiou, P. (2024) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2024.3428921 · Cited by 21 · see citing works
Automated Insulin Delivery - Continuous Blood Glucose Control DuringEx SituLiver Perfusion
Becker, D., Eshmuminov, D., Keller, R., Mueller, M., Borrego, L. B., Hagedorn, C., Duskabilova, M., Tibbitt, M. W., Onder, C. H., Clavien, P., et al. (2020) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2020.3033663 · Cited by 19 · see citing works
Anandhakrishnan, A., & Hussain, S. (2024) · Diabetes Obesity and Metabolism · doi:10.1111/dom.15920 · Cited by 23 · see citing works
Advances in the management of hyperglycaemia and diabetes mellitus during hospitalization
Idrees, T., Castro-Revoredo, I., Dhatariya, K., Hernandez, L., & Umpierrez, G. E. (2025) · Nature Reviews Endocrinology · doi:10.1038/s41574-025-01157-1 · Cited by 18 · see citing works
Model-based management of cardiovascular failure: Where medicine and control systems converge
Desaive, T., Horikawa, O., Ortiz, J., & Chase, J. (2019) · Annual Reviews in Control · doi:10.1016/j.arcontrol.2019.05.003 · Cited by 16 · see citing works
Bally, L., Herzig, D., Ruan, Y., Wilinska, M. E., Semmo, M., Vogt, A. P., Wertli, M. M., Vogt, B., Stettler, C., & Hovorka, R. (2019) · Diabetes Obesity and Metabolism · doi:10.1111/dom.13861 · Cited by 18 · see citing works
Self-citationEfficacy of Hybrid Closed-Loop Insulin Delivery System in a Hospital Setting: A Case Series
Atif, Z., Halstrom, A., Peragallo‐Dittko, V., & Klek, S. P. (2021) · AACE Clinical Case Reports · doi:10.1016/j.aace.2020.12.013 · Cited by 18 · see citing works
Closed-Loop Artificial Pancreas Therapy for Type 1 Diabetes
Zhou, K., & Isaacs, D. M. (2022) · Current Cardiology Reports · doi:10.1007/s11886-022-01733-1 · Cited by 18 · see citing works
Update on the perioperative management of diabetes mellitus
Polderman, J. A. W., Hermanides, J., & Hulst, A. H. (2024) · BJA Education · doi:10.1016/j.bjae.2024.04.007 · Cited by 17 · see citing works
Schliess, F., Heise, T., Benesch, C., Mianowska, B., Stegbauer, C., Broge, B., Gillard, P., Binkley, G., Crône, V., Carlier, S., et al. (2018) · Journal of Diabetes Science and Technology · doi:10.1177/1932296818803588 · Cited by 17 · see citing works
Boughton, C. K., DALY, A. B., Thabit, H., Hartnell, S., Herzig, D., Vogt, A. P., Ruan, Y., Wilinska, M. E., Evans, M. L., Coll, A. P., et al. (2021) · Diabetes Obesity and Metabolism · doi:10.1111/dom.14396 · Cited by 17 · see citing works
Self-citationPositionspapier: Operation und Diabetes mellitus (Update 2023)
Kietaibl, A.-T., Huber, J., Clodi, M., Abrahamian, H., Ludvik, B. H., & Fasching, P. (2023) · Wiener klinische Wochenschrift · doi:10.1007/s00508-022-02121-z · Cited by 16 · see citing works
Glycaemic variabilities: Key questions in pursuit of clarity
Monnier, L., Owens, D. R., Colette, C., & Bonnet, F. (2021) · Diabetes & Metabolism · doi:10.1016/j.diabet.2021.101283 · Cited by 16 · see citing works
New advances in insulin products
Rajpoot, K., Tekade, M., Sharma, M. C., Molugulu, N., & Tekade, R. K. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-814455-8.00014-1 · Cited by 15 · see citing works
Medina, A. M. G., Henao, D. C., Yepes, C. A., Silva, J., González, J. A. G., Cortés, D., Robledo, S., Mejía, G., & Rondón, M. (2023) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2023.110897 · Cited by 14 · see citing works
Chen, Y., Chen, Z., Zhao, L., Li, S., Ying, Z., Yu, P., Yan, H., Chen, H., Yang, C., Zhang, J., et al. (2023) · Current Medicine · doi:10.1007/s44194-023-00020-7 · Cited by 14 · see citing works
Diabetesmanagement im Krankenhaus (Update 2023)
Mader, J. K., Brix, J. M., Aberer, F., Vonbank, A., Resl, M., Hochfellner, D. A., Ress, C., Pieber, T. R., Stechemesser, L., & Sourij, H. (2023) · Wiener klinische Wochenschrift · doi:10.1007/s00508-023-02177-5 · Cited by 13 · see citing works
Hughes, M. S., Pasquel, F. J., Davis, G. M., Lal, R., Buckingham, B. A., Boughton, C. K., Brown, S. A., & Bally, L. (2024) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2024.0343 · Cited by 13 · see citing works
Self-citationPedersen, M. U., Hesse, M., Thylstrup, B., Jones, S. D., Pedersen, M. M., & Frederiksen, K. S. (2020) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2020.108363 · Cited by 13 · see citing works
Decision Support Systems and Closed Loop
Nimri, R., Ochs, A. R., Pinsker, J. E., Phillip, M., & Dassau, E. (2019) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2019.2504 · Cited by 13 · see citing works
Review Article – Diabetes Technology in the Hospital: An Update
Visser, M. M., Vangoitsenhoven, R., Gillard, P., & Mathieu, C. (2024) · Current Diabetes Reports · doi:10.1007/s11892-024-01545-3 · Cited by 12 · see citing works
Chaudhry, K., Hyslop, R., Johnston, T., Pender, S., Hussain, S., & Karalliedde, J. J. (2024) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2024.111800 · Cited by 12 · see citing works
Roos, J., Schürch, D., Frei, A., Lagger, S., Schwenkglenks, M. M., Vogt, A. P., Herzig, D., & Bally, L. (2023) · Diabetic Medicine · doi:10.1111/dme.15116 · Cited by 13 · see citing works
Self-citationFuture technology-enabled care for diabetes and hyperglycemia in the hospital setting
Montero, A. R., Dubin, J. S., Sack, P., & Magee, M. F. (2019) · World Journal of Diabetes · doi:10.4239/wjd.v10.i9.473 · Cited by 12 · see citing works
Diabetes technologies – what the general physician needs to know
Li, A., & Hussain, S. (2020) · Clinical Medicine · doi:10.7861/clinmed.2020-0034 · Cited by 12 · see citing works
Mise en place de l’insulinothérapie automatisée en boucle fermée : position d’experts français
Franc, S., Schaepelynck, P., Tubiana‐Rufi, N., Chaillous, L., Joubert, M., Renard, É., Reznik, Y., Abettan, C., Bismuth, É., Beltrand, J., et al. (2020) · Médecine des Maladies Métaboliques · doi:10.1016/s1957-2557(20)30003-1 · Cited by 12 · see citing works
Real-Life Use of Automated Insulin Delivery in Individuals With Type 2 Diabetes
Fabris, C., & Kovatchev, B. P. (2024) · Journal of Diabetes Science and Technology · doi:10.1177/19322968241274786 · Cited by 11 · see citing works
Closed-Loop Insulin for Glycemic Control in Noncritical Care
Bally, L., Thabit, H., & Hovorka, R. (2018) · New England Journal of Medicine · doi:10.1056/nejmc1811995 · Cited by 11 · see citing works
Self-citationWhere Do We Stand with Closed-Loop Systems and Their Challenges?
Jackson, M. A., & Castle, J. R. (2020) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2019.0469 · Cited by 11 · see citing works
- Authors
- Bally, L., Thabit, H., Hartnell, S., Andereggen, E., Ruan, Y., Wilinska, M. E., Evans, M. L., Wertli, M. M., Coll, A. P., Stettler, C., & Hovorka, R.
- Affiliations
- University of Bern (CH)
- ORCID
- Venue
- New England Journal of Medicine
- Publisher
- Massachusetts Medical Society
- Published
- 2018-08-09
- Volume
- 379
- Issue
- 6
- Pages
- 547-556
- ISSN
- 0028-4793 (ISSN-L)
- 1533-4406
- OpenAlex
- W2810166631
- Cited by
- 232
- References
- 27
- Citations by year
- 2026: 21 · 2025: 27 · 2024: 29 · 2023: 24 · 2022: 21 · 2021: 22 · 2020: 37 · 2019: 41 · 2018: 9
- FWCI
- 21.84
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- New England Journal of Medicine (publishedVersion)
- PubMed (publishedVersion)
- Research Explorer (The University of Manchester) (publishedVersion, other-oa)
- Zurich Open Repository and Archive (University of Zurich) (acceptedVersion, other-oa)
- Bern Open Repository and Information System (University of Bern) (submittedVersion)
- Apollo (University of Cambridge) (submittedVersion)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion, other-oa)
- Apollo
- Zurich Open Repository and Archive (University of Zurich)
- Funders
- Diabetes UK (14/0004878)
- European Foundation for the Study of Diabetes
- Universität Bern
- Swiss Diabetes Foundation
- University Hospital Bern
- National Institute for Health Research Cambridge Biomedical Research Centre and Wellcome Strategic Award (100574/Z/12/Z)
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (P1BEP3_165297)
- JDRF
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Hyperglycemia and glycemic control in critically ill and hospitalized patients
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Keywords
- artificial pancreas, type 2 diabetes, glycemic control, subcutaneous insulin therapy, continuous glucose monitoring, hypoglycemia, hyperglycemia, hospitalization, glycemic targets, insulin dose, general ward patients
- MeSH terms
- Aged, Blood Glucose, Diabetes Mellitus, Type 2, Female, Hospitalization, Humans, Hypoglycemic Agents, Insulin, Insulin Infusion Systems, Male, Middle Aged, Pancreas, Artificial, Infusions, Subcutaneous
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