Closed-Loop Insulin Delivery during Pregnancy in Women with Type 1 Diabetes
Open accessAbstract
BACKGROUND: In patients with type 1 diabetes who are not pregnant, closed-loop (automated) insulin delivery can provide better glycemic control than sensor-augmented pump therapy, but data are lacking on the efficacy, safety, and feasibility of closed-loop therapy during pregnancy. METHODS: We performed an open-label, randomized, crossover study comparing overnight closed-loop therapy with sensor-augmented pump therapy, followed by a continuation phase in which the closed-loop system was used day and night. Sixteen pregnant women with type 1 diabetes completed 4 weeks of closed-loop pump therapy (intervention) and sensor-augmented pump therapy (control) in random order. During the continuation phase, 14 of the participants used the closed-loop system day and night until delivery. The primary outcome was the percentage of time that overnight glucose levels were within the target range (63 to 140 mg per deciliter [3.5 to 7.8 mmol per liter]). RESULTS: The percentage of time that overnight glucose levels were in the target range was higher during closed-loop therapy than during control therapy (74.7% vs. 59.5%; absolute difference, 15.2 percentage points; 95% confidence interval, 6.1 to 24.2; P=0.002). The overnight mean glucose level was lower during closed-loop therapy than during control therapy (119 vs. 133 mg per deciliter [6.6 vs. 7.4 mmol per liter], P=0.009). There were no significant differences between closed-loop and control therapy in the percentage of time in which glucose levels were below the target range (1.3% and 1.9%, respectively; P=0.28), in insulin doses, or in adverse-event rates. During the continuation phase (up to 14.6 additional weeks, including antenatal hospitalizations, labor, and delivery), glucose levels were in the target range 68.7% of the time; the mean glucose level was 126 mg per deciliter (7.0 mmol per liter). No episodes of severe hypoglycemia requiring third-party assistance occurred during either phase. CONCLUSIONS: Overnight closed-loop therapy resulted in better glucose control than sensor-augmented pump therapy in pregnant women with type 1 diabetes. Women receiving day-and-night closed-loop therapy maintained glycemic control during a high proportion of the time in a period that encompassed antenatal hospital admission, labor, and delivery. (Funded by the National Institute for Health Research and others; Current Controlled Trials number, ISRCTN71510001.).
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
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?
First longitudinal CGM data demonstrated a 13 percentage point increase in TIR (43% to 56% TIR 70-140 mg/dL).
“The first longitudinal CGM data demonstrated a 13percentage point increase in TIR (43% to 56% TIR 70-140 mg/dL [3.9-7.8 mmol/L]) (61).”
From Clinical Targets for Continuous Glucose Monitoring Data Interpretation: Recommendations From the International Consensus on Time in Range (2019) · cites this paper as [61]
The Study Outcomes report different CGM time-in-range results: 59.5% to 74.7% overnight and 56.8% to 66.3% over 24 hours with closed-loop therapy. The paper defines its target range as 63–140 mg/dL, not 70–140 mg/dL; it does not report the claimed increase from 43% to 56%. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredPregnant women with type 2 diabetes spend one third less time hyperglycemic than women with type 1 diabetes and achieve TIR of 90%.
“More data are needed to define the clinical CGM targets for pregnant women with type 2 diabetes, who spend one third less time hyperglycemic than women with type 1 diabetes, and achieve TIR of 90% (61).”
From Clinical Targets for Continuous Glucose Monitoring Data Interpretation: Recommendations From the International Consensus on Time in Range (2019) · cites this paper as [61]
The Study Participants section includes only pregnant women with type 1 diabetes. The Results report time in range for those women, while the References list a separate study of type 1 and type 2 glycemic profiles; our copy does not report that women with type 2 diabetes spend one third less time hyperglycemic or achieve 90% time in range. (LLM, conf=0.78)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Cross sectional stature and weight reference curves for the UK, 1990.
Freeman, J. V., Cole, T. J., Chinn, S., Jones, P. R., White, E. M., & Preece, M. A. (1995) · Archives of Disease in Childhood · doi:10.1136/adc.73.1.17 · Cited by 1,460 · see citing works
Functional Data Analysis with R and MATLAB
Ramsay, J. O., Hooker, G., & Graves, S. B. (2009) · Springer eBooks · doi:10.1007/978-0-387-98185-7 · Cited by 912 · see citing works
Outpatient Glycemic Control with a Bionic Pancreas in Type 1 Diabetes
Russell, S. J., El-Khatib, F. H., Sinha, M., Magyar, K. L., McKeon, K., Goergen, L. G., BALLIRO, C. A., HILLARD, M. A., Nathan, D. M., & Damiano, E. R. (2014) · New England Journal of Medicine · doi:10.1056/nejmoa1314474 · Cited by 604 · see citing works
Casson, I. F., Clarke, C. A., Howard, C. V., McKendrick, O., Pennycook, S., Pharoah, P. O. D., Platt, M. J., Stanisstreet, M., van Velszen, D., & Walkinshaw, S. A. (1997) · BMJ · doi:10.1136/bmj.315.7103.275 · Cited by 522 · 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-citationHovorka, R., Allen, J. M., Elleri, D., Chassin, L. J., Harris, J. R., Xing, D., Kollman, C., Hovorka, T., Larsen, A. M. F., Nodale, M., et al. (2010) · The Lancet · doi:10.1016/s0140-6736(09)61998-x · Cited by 448 · see citing works
Self-citationFully Integrated Artificial Pancreas in Type 1 Diabetes
Breton, M., Farret, A., Bruttomesso, D., Anderson, S., Magni, L., Patek, S., Dalla Man, C., Place, J., Demartini, S., Del Favero, S., et al. (2012) · Diabetes · doi:10.2337/db11-1445 · Cited by 315 · see citing works
Hovorka, R., Kumareswaran, K., Harris, J., Allen, J. M., Elleri, D., Xing, D., Kollman, C., Nodale, M., Murphy, H. R., Dunger, D. B., et al. (2011) · BMJ · doi:10.1136/bmj.d1855 · Cited by 244 · see citing works
Self-citationGarcía-Patterson, A., Gich, I., Amini, S. B., Catalano, P. M., de Leiva, A., & Corcoy, R. (2010) · Diabetologia · doi:10.1007/s00125-009-1633-z · Cited by 220 · see citing works
The fetal glucose steal: an underappreciated phenomenon in diabetic pregnancy
Desoyé, G., & Nolan, C. J. (2016) · Diabetologia · doi:10.1007/s00125-016-3931-6 · Cited by 217 · see citing works
Hovorka, R., Elleri, D., Thabit, H., Allen, J. M., Leelarathna, L., El‐Khairi, R., Kumareswaran, K., Caldwell, K., Calhoun, P. M., Kollman, C., et al. (2014) · Diabetes Care · doi:10.2337/dc13-2644 · Cited by 215 · see citing works
Self-citationFeasibility of Outpatient Fully Integrated Closed-Loop Control
Kovatchev, B. P., Renard, É., Cobelli, C., Zisser, H., Keith-Hynes, P., Anderson, S. M., Brown, S. A., Cherñavvsky, D. R., Breton, M. D., Farret, A., et al. (2013) · Diabetes Care · doi:10.2337/dc12-1965 · Cited by 176 · see citing works
Nimri, R., Muller, I., Atlas, E., Miller, S., Fogel, A., Bratina, N., Kordonouri, O., Battelino, T., Danne, T., & Phillip, M. (2014) · Diabetes Care · doi:10.2337/dc14-0835 · Cited by 169 · see citing works
Maternal hypoglycemia during pregnancy in type 1 diabetes: maternal and fetal consequences
ter Braak, E. W. M. T., Evers, I. M., Erkelens, D. W., & Visser, G. H. A. (2002) · Diabetes/Metabolism Research and Reviews · doi:10.1002/dmrr.271 · Cited by 166 · see citing works
Evers, I. M., ter Braak, E. W. M. T., de Valk, H. W., van der Schoot, B., Janssen, N., & Visser, G. H. A. (2002) · Diabetes Care · doi:10.2337/diacare.25.3.554 · Cited by 152 · see citing works
Thabit, H., Lubina-Solomon, A., Stadler, M., Leelarathna, L., Walkinshaw, E., Pernet, A., Allen, J. M., Iqbal, A., Choudhary, P., Kumareswaran, K., et al. (2014) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(14)70114-7 · Cited by 150 · see citing works
Self-citationChanges in the glycemic profiles of women with type 1 and type 2 diabetes during pregnancy
Murphy, H. R., Rayman, G., Duffield, K., Lewis, K. S., Kelly, S., Johal, B., Fowler, D., & Temple, R. C. (2007) · Diabetes Care · doi:10.2337/dc07-0500 · Cited by 138 · see citing works
Self-citationClosed-Loop Insulin Delivery During Pregnancy Complicated by Type 1 Diabetes
Murphy, H. R., Elleri, D., Allen, J. M., Harris, J. R., Simmons, D. S., Rayman, G. A., Temple, R., Dunger, D. B., Haidar, A., Nodale, M., et al. (2011) · Diabetes Care · doi:10.2337/dc10-1796 · Cited by 137 · see citing works
Self-citationLy, T. T., Roy, A., Grosman, B., Shin, J., Campbell, A., Monirabbasi, S., Liang, B., von Eyben, R., Shanmugham, S., Clinton, P. K., et al. (2015) · Diabetes Care · doi:10.2337/dc14-3073 · Cited by 133 · see citing works
Law, G. R., Ellison, G. T. H., Secher, A. L., Damm, P., Mathiesen, E. R., Temple, R., Murphy, H. R., & SCOTT, E. M. (2015) · Diabetes Care · doi:10.2337/dc15-0070 · Cited by 128 · see citing works
Self-citationMurphy, H. R., Kumareswaran, K., Elleri, D., Allen, J. M., Caldwell, K., Biagioni, M., Simmons, D. S., Dunger, D. B., Nodale, M., Wilinska, M. E., et al. (2011) · Diabetes Care · doi:10.2337/dc11-1430 · Cited by 121 · see citing works
Self-citationClinical Evaluation of a Personalized Artificial Pancreas
Dassau, E., Zisser, H., Harvey, R. A., Percival, M. W., Grosman, B., Bevier, W. C., Atlas, E., Miller, S., Nimri, R., Jovanovic, L. G., et al. (2012) · Diabetes Care · doi:10.2337/dc12-0948 · Cited by 120 · see citing works
Pathophysiology of postprandial hyperglycaemia in women with type 1 diabetes during pregnancy
Murphy, H. R., Elleri, D., Allen, J. M., Harris, J. R., Simmons, D. S., Rayman, G. A., Temple, R., Umpleby, A. M., Dunger, D. B., Haidar, A., et al. (2011) · Diabetologia · doi:10.1007/s00125-011-2363-6 · Cited by 113 · see citing works
Self-citationPreconception care of diabetes. Glycemic control prevents congenital anomalies
Kitzmiller, J. L. (1991) · JAMA · doi:10.1001/jama.265.6.731 · Cited by 112 · see citing works
Hypoglycaemia during pregnancy in women with Type 1 diabetes
Ringholm, L., Pedersen‐Bjergaard, U., Thorsteinsson, B., Damm, P., & Mathiesen, E. R. (2012) · Diabetic Medicine · doi:10.1111/j.1464-5491.2012.03604.x · Cited by 101 · see citing works
Continuous Glucose Monitoring, Future Products, and Update on Worldwide Artificial Pancreas Projects
Kropff, J., & DeVries, J. H. (2016) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2015.0345 · Cited by 96 · see citing works
Kerssen, A., Evers, I. M., de Valk, H. W., & Visser, G. H. A. (2003) · The Journal of Maternal-Fetal & Neonatal Medicine · doi:10.1080/jmf.13.5.309.313 · Cited by 50 · see citing works
Pharmacokinetics of Insulin Aspart in Pregnant Women With Type 1 Diabetes: Every Day Is Different
Goudie, R. J. B., Lunn, D. J., Hovorka, R., & Murphy, H. R. (2014) · Diabetes Care · doi:10.2337/dc13-2535 · Cited by 45 · see citing works
Self-citationContinuous glucose monitoring and insulin pump therapy for diabetes in pregnancy
Combs, C. A. (2012) · The Journal of Maternal-Fetal & Neonatal Medicine · doi:10.3109/14767058.2012.670409 · Cited by 15 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Kitzmiller JL, Gavin LA, Gin GD, Jovanovic-Peterson L, Main EK, Zigrang WD. Preconception care of diabetes: gly- cemic control prevents congenital anom- alies. JAMA 1991; 265: 731-6.
Cited by
Sorted by citations
Battelino, T., Danne, T., Bergenstal, R. M., Amiel, S. A., Beck, R., Biester, T., Bosi, E., Buckingham, B. A., Cefalu, W. T., Close, K. L., et al. (2019) · Diabetes Care · doi:10.2337/dci19-0028 · Cited by 4,032 · see citing works
Self-citationFeig, D. S., Donovan, L. E., Corcoy, R., Murphy, K. E., Amiel, S. A., Hunt, K. F., Asztalos, E., Barrett, J. F. R., Sanchez, J. J., de Leiva, A., et al. (2017) · The Lancet · doi:10.1016/s0140-6736(17)32400-5 · Cited by 803 · see citing works
Self-citationContinuous glucose monitoring: a review of recent studies demonstrating improved glycemic outcomes
Rodbard, D. (2017) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2017.0035 · Cited by 458 · 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-citationFeig, D. S., Berger, H., Donovan, L., Godbout, A., Kader, T., Keely, E., & Sanghera, R. (2018) · Canadian Journal of Diabetes · doi:10.1016/j.jcjd.2017.10.038 · Cited by 344 · 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
Automated insulin delivery in women with pregnancy complicated by type 1 diabetes
Lee, T. T. M., Collett, C., Bergford, S., Hartnell, S., Scott, E. M., Lindsay, R. S., Hunt, K. F., McCance, D. R., Barnard-Kelly, K., Rankin, D., et al. (2023) · New England Journal of Medicine · doi:10.1056/nejmoa2303911 · Cited by 241 · see citing works
Self-citationKristensen, K., Ögge, L. E., Sengpiel, V., Kjölhede, K., Dotevall, A., Elfvin, A., Knop, F. K., Wiberg, N., Katsarou, A., Shaat, N., et al. (2019) · Diabetologia · doi:10.1007/s00125-019-4850-0 · Cited by 210 · see citing works
Stewart, Z. A., Wilinska, M. E., Hartnell, S., O’Neil, L. K., Rayman, G., Scott, E. M., Barnard, K., Farrington, C., Hovorka, R., & Murphy, H. R. (2018) · Diabetes Care · doi:10.2337/dc17-2534 · Cited by 168 · see citing works
Voormolen, D. N., DeVries, J. H., Sanson, R. M. E., Heringa, M. P., de Valk, H. W., Kok, M., van Loon, A. J., Hoogenberg, K., Bekedam, D. J., Brouwer, T. C. B., et al. (2018) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.13310 · Cited by 151 · see citing works
Sherr, J. L., Heinemann, L., Fleming, G. A., Bergenstal, R. M., Bruttomesso, D., Hanaire, H., Holl, R. W., Petrie, J. R., Peters, A. L., & Evans, M. (2022) · Diabetes Care · doi:10.2337/dci22-0018 · Cited by 136 · see citing works
Benhalima, K., Beunen, K., Van Wilder, N., Ballaux, D., Vanhaverbeke, G., Taes, Y., Aers, X.-P., Nobels, F., Marlier, J., Lee, D., et al. (2024) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(24)00089-5 · Cited by 131 · see citing works
Braune, K., Lal, R. A., Petruželková, L., Scheiner, G., Winterdijk, P., Schmidt, S., Raimond, L., Hood, K. K., Riddell, M. C., Skinner, T. C., et al. (2022) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(21)00267-9 · Cited by 130 · see citing works
Dashora, U., Levy, N., Dhatariya, K., Willer, N., Castro, E., Murphy, H. R., & the Joint British Diabetes Societies In Patient group (2022) · Diabetic Medicine · doi:10.1111/dme.14744 · Cited by 51 · see citing works
Self-citationTime in range in pregnancy: is there a role?
Wyckoff, J. A., & Brown, F. M. (2021) · Diabetes Spectrum · doi:10.2337/ds20-0103 · Cited by 39 · see citing works
Polsky, S., Buschur, E., Dungan, K., Garcetti, R., Nease, E., Malecha, E., Bartholomew, A., Johnson, C., Pyle, L., & Snell-Bergeon, J. (2024) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2024.0012 · Cited by 39 · see citing works
Current trends of digital solutions for diabetes management
Neborachko, M., Pkhakadze, A., & Vlasenko, I. (2019) · Diabetes & Metabolic Syndrome: Clinical Research & Reviews · doi:10.1016/j.dsx.2018.07.014 · Cited by 36 · see citing works
Katz, A., Shulkin, A., Housni, A., Roy‐Fleming, A., Rabasa‐Lhoret, R., Yale, J., Tsoukas, M. A., Peters, T. M., & Brazeau, A. (2026) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.70465 · Cited by 3 · see citing works
- Authors
- Stewart, Z. A., Wilinska, M. E., Hartnell, S., Temple, R. C., Rayman, G., Stanley, K. P., Simmons, D., Law, G. R., Scott, E. M., Hovorka, R., & Murphy, H. R.
- Affiliations
- University of East Anglia (GB)
- ORCID
- Venue
- New England Journal of Medicine
- Publisher
- Massachusetts Medical Society
- Published
- 2016-08-18
- Volume
- 375
- Issue
- 7
- Pages
- 644-654
- ISSN
- 0028-4793 (ISSN-L)
- 1533-4406
- OpenAlex
- W2509567006
- Cited by
- 279
- References
- 29
- Citations by year
- 2026: 16 · 2025: 36 · 2024: 30 · 2023: 32 · 2022: 23 · 2021: 28 · 2020: 21 · 2019: 35 · 2018: 31 · 2017: 22 · 2016: 4
- FWCI
- 30.80
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- New England Journal of Medicine (publishedVersion)
- PubMed (publishedVersion)
- Lincoln Repository (University of Lincoln) (acceptedVersion)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- UEA Digital Repository (University of East Anglia) (acceptedVersion)
- Figshare (submittedVersion, cc-by)
- Apollo (University of Cambridge) (submittedVersion, cc-by)
- Apollo
- Funders
- Wellcome Trust (100574/Z/12/Z, 100574/B/12/Z)
- National Institute for Health and Care Research (100574/Z/12/Z, PDF/01/036, ACF-2016-14-009, CDF-2013-06-035, 2013-06-035)
- Diabetes UK (07/0003551, BDA 07/0003551)
- University of Cambridge
- Cambridge Trust
- Gates Cambridge Trust
- NIHR Cambridge Biomedical Research Centre (100574/Z/12/Z)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Obstetrics and Gynecology › Gestational Diabetes Research and Management
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Keywords
- artificial pancreas, type 1 diabetes, pregnancy, sensor-augmented pump therapy, glycemic control, hypoglycemia, prenatal care, labor and delivery, continuous glucose monitoring, insulin pump therapy, time in range, insulin dose reduction, neonatal outcomes, maternal outcomes, neonatal hypoglycemia, neonatal hyperbilirubinemia
- MeSH terms
- Adult, Blood Glucose, Diabetes Mellitus, Type 1, Female, Humans, Hypoglycemic Agents, Insulin, Insulin Infusion Systems, Pregnancy, Pregnancy in Diabetics, Cross-Over Studies
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