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Original Article
Efficacy and Safety of Stage 5 Connected Insulin Pens in Type 1 or Type 2 Diabetes: Randomized Controlled Trial Protocol (SMART-5 Study)
Ji Yoon Kim, Nam Hoon Kim, Soo Heon Kwak, Chang Hee Jung, Eun Seok Kang, Jun Sung Moon, Sun Joon Moon, So Yoon Kwon, Jee Hee Yoo, Younghoon Kim, Tae-min Lee, Chung-il Yang, Jae Hyeon Kim, Sang-Man Jin
Received July 26, 2025  Accepted October 13, 2025  Published online December 12, 2025  
DOI: https://doi.org/10.3803/EnM.2025.2579    [Epub ahead of print]
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  • 68 Download
AbstractAbstract PDFPubReader   ePub   
Background
Stage 2 or 3 connected insulin pens (CIPs) refer to tracking insulin pens that are capable of transmitting insulin dose data via cloud connectivity. Stage 4 CIPs feature a bolus calculator that determines appropriate insulin doses based on real-time continuous glucose monitoring (CGM) data, carbohydrate intake, previous dosing history, and preset parameters. Stage 5 CIPs additionally offer advanced decision-support features, such as education modules and coaching. However, the efficacy and safety of Stage 5 CIPs have not yet been established.
Methods
In this prospective, open-label, parallel-group, multicenter, randomized controlled trial, we will include adults aged ≥19 and <75 years with type 1 or type 2 diabetes receiving multiple daily insulin injections (MDI) and having glycosylated hemoglobin (HbA1c) levels of 7.5% to 12.0%. In total, 152 participants will be randomized in a 1:1 ratio to receive either Stage 5 CIPs with CGM or tracking insulin pens with CGM. Stage 5 CIPs include a Setup Wizard that recommends individualized initial settings and an algorithm that provides advanced insulin dosing guidance based on analyses of each participant’s CGM and insulin injection data. The primary outcome will be the change in HbA1c levels from baseline to week 12 (ClinicalTrials.gov, NCT07004153).
Conclusion
This trial (Stage 5 connected insulin pen for MDI with Advanced decision support in a Randomized Trial [SMART-5 Study]) will determine whether Stage 5 CIPs are superior to tracking insulin pens in improving glycemic control among adults with type 1 or type 2 diabetes treated with MDI. Overall, this study may offer a promising strategy for enhancing the management and outcomes of patients with diabetes.
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Review Article
Diabetes, obesity and metabolism
Advances in Continuous Glucose Monitoring: Clinical Applications
So Yoon Kwon, Jun Sung Moon
Endocrinol Metab. 2025;40(2):161-173.   Published online April 8, 2025
DOI: https://doi.org/10.3803/EnM.2025.2370
  • 32,218 View
  • 813 Download
  • 18 Web of Science
  • 28 Crossref
AbstractAbstract PDFPubReader   ePub   
Continuous glucose monitoring (CGM) has revolutionized diabetes management, significantly enhancing glycemic control across diverse patient populations. Recent evidence supports its effectiveness in both type 1 and type 2 diabetes management, with benefits extending beyond traditional glucose monitoring approaches. CGM has demonstrated substantial improvements in glycemic control across multiple metrics. Studies report consistent glycosylated hemoglobin reductions of 0.25%–3.0% and notable time in range improvements of 15%–34%. CGM effectively reduces hypoglycemic events, with studies reporting significant reductions in time spent in hypoglycemia. CGM also serves as an educational tool for lifestyle modification, providing real-time feedback that helps patients understand how diet and physical activity affect glucose levels. While skin-related complications remain a concern, technological advancements have addressed many initial concerns. High satisfaction rates and long-term use suggest that device-related issues are manageable with proper education and support. Despite high initial costs, CGM’s prevention of complications and hospitalizations ultimately reduces healthcare expenditures. With appropriate training and support, CGM represents a transformative technology for comprehensive diabetes care.

Citations

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    Clinica Chimica Acta.2026; 580: 120733.     CrossRef
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    Eva Hrubá, Jan Kubíček, Martin Augustynek
    Measurement.2026; 261: 119940.     CrossRef
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    Young Jae Cho, Inhyuck Lee, Yoon Soo Chae, Go‐Won Choi, Younsoo Seo, Youngmin Han, Hye‐sol Jung, Wooil Kwon, Joon Seong Park, Jin‐Young Jang
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    Mohammed Almehthel, Abdulghani Al-Saeed, Fahad Al-Sabaan, Faisal Al-Malky, Hawazen Zarif, Lamya Al-Zubaidi, Mohammed E. Al-Sofiani, Omar Abdulaal, Reem Al Argan, Saud Al Sifri, Turki Al-Harbi, Raed Aldahash
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    Junghyun Cho, Heeju Son, Jayoung Kim, Hyun Seok Song, Wonryung Lee
    Biosensors and Bioelectronics.2026; 297: 118385.     CrossRef
  • Efficacy of an AI-Enabled Low Glucose Prediction: A Pooled Performance Analysis With Capillary Blood Glucose as Ground Truth
    Timor Glatzer, Ajandek Peak, Eemeli Leppäaho, Patrick Lustenberger, Pau Herrero, Magí Andorrà, Ellen van Maren
    Journal of Diabetes Science and Technology.2026;[Epub]     CrossRef
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    Bernardo A. Vicente, Raquel Sebastião, Alda Marques, Vitor Sencadas
    Advanced Materials Technologies.2026;[Epub]     CrossRef
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    Wanmeng Wang, Chongyu Liu, Peiwen Lin, Suo Li, Yongchao Yao, Zhuqing Wang, Wenchuang (Walter) Hu
    Journal of Materials Chemistry B.2026; 14(11): 3383.     CrossRef
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    Denise Zwanziger
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    Aleksandra Ćwirko-Godycka, Nikola Murawska, Michalina Chodór, Aleksandra Tomaszewska, Kinga Karczewska, Sonia Mojzyk, Maciej Kokoszka, Aleksandra Mierniczek, Natalia Dymel, Ryszard Feret
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  • Changes in Continuous Glucose Monitoring Metrics During the Initial Phase of a Korean Medicine–Based Weight Reduction Program: A Retrospective Observational Study
    Minwoo Bang, Suyong Shin, Jungsang Kim, Minwhee Kang, Donghun Lee, Junho Kim, Chunghee Kim, Jiyoung Son, Seonghyeon Jeon, Byungsoo Kang
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    BMC Biomedical Engineering.2026;[Epub]     CrossRef
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    Timor Glatzer, Ajandek Peak, Eemeli Leppäaho, Patrick Lustenberger, Pau Herrero, Magí Andorrà, Ellen van Maren
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    Mathew J Stephen, Baylor Akhavan, Melinda B Chu, Kavita Batra, Roberto Sagaribay
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  • Associations of time in tight range, time in range, and glycated hemoglobin with albuminuria in type 1 diabetes: A cross-sectional study
    Ji Yoon Kim, Seohyun Kim, Sang Ho Park, Jin A Lee, So Hyun Cho, Rosa Oh, Myunghwa Jang, You-Bin Lee, Gyuri Kim, Kyu Yeon Hur, Jae Hyeon Kim, Sang-Man Jin
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    International Journal of Innovative Technologies in Social Science.2025;[Epub]     CrossRef
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    Sang Ho Park, Rosa Oh, Seohyun Kim, Seung Hee Yang, Hanna Lee, Ji Yoon Kim, So Hyun Cho, Soojin Park, Gyuri Kim, Jae Hyeon Kim, Sang–Man Jin
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  • Efficacy and Safety of Stage 5 Connected Insulin Pens in Type 1 or Type 2 Diabetes: Randomized Controlled Trial Protocol
    Ji Yoon Kim, Nam Hoon Kim, Soo Heon Kwak, Chang Hee Jung, Eun Seok Kang, Jun Sung Moon, Sun Joon Moon, So Yoon Kwon, Jee Hee Yoo, Younghoon Kim, Tae-min Lee, Chung-il Yang, Jae Hyeon Kim, Sang-Man Jin
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Original Article
Diabetes, obesity and metabolism
Plasma C-Peptide Levels and the Continuous Glucose Monitoring-Defined Coefficient of Variation in Risk Prediction for Hypoglycemia in Korean People with Diabetes Having Normal and Impaired Kidney Function
So Yoon Kwon, Jiyun Park, So Hee Park, You-Bin Lee, Gyuri Kim, Kyu Yeon Hur, Jae Hyeon Kim, Sang-Man Jin
Endocrinol Metab. 2025;40(2):268-277.   Published online February 27, 2025
DOI: https://doi.org/10.3803/EnM.2024.2083
  • 5,347 View
  • 107 Download
  • 5 Web of Science
  • 6 Crossref
AbstractAbstract PDFSupplementary MaterialPubReader   ePub   
Background
We aimed to investigate the predictive values of plasma C-peptide levels and the continuous glucose monitoring (CGM)-defined coefficient of variation (CV) in risk prediction for hypoglycemia in Korean people with diabetes with normal and impaired kidney function.
Methods
We analyzed data from 1,185 participants diagnosed with type 1 and type 2 diabetes who underwent blinded professional CGM between January 2009 and May 2021 at outpatient clinics. We explored correlations among CGM-defined CV, plasma C-peptide levels, and time below range at <70 and 54 mg/dL across different kidney function categories.
Results
In patients with chronic kidney disease (CKD) stages 1–2 (n=934), 89.3% who had a random plasma C-peptide level higher than 600 pmol/L exhibited a CV of ≤36%. Among those in CKD stage 3 (n=161) with a random plasma C-peptide level exceeding 600 pmol/L, 66.7% showed a CV of ≤36%. In stages 4–5 of CKD (n=90), the correlation between random C-peptide levels and CV was not significant (r=–0.05, P=0.640), including cases with a CV greater than 36% despite very high random plasma C-peptide levels. Random plasma C-peptide levels and CGM-assessed CV significantly predicted hypoglycemia in CKD stages 1–2 and 1–5, respectively.
Conclusion
The established C-peptide criteria in Western populations are applicable to Korean people with diabetes for hypoglycemic risk prediction, unless kidney function is impaired equivalent to CKD stage 3–5. The CGM-defined CV is informative for hypoglycemic risk prediction regardless of kidney function.

Citations

Citations to this article as recorded by  
  • Continuous glucose monitoring in high-risk individuals
    Zhiyue Chen, Yinbei Zhang, Lin Sun, Weiying Guo
    Clinica Chimica Acta.2026; 580: 120733.     CrossRef
  • The evolution of C-peptide's role in diabetes care
    Laura Briggs, Alexander Read, Sarah Darch, Emma L. Williams, Wann Jia Loh, Julia S. Kenkre
    Current Opinion in Endocrinology, Diabetes & Obesity.2026; 33(1): 16.     CrossRef
  • Antidiabetic Potential of Brewed Arabica Coffee: Modulation of GLUT4, Insulin, and Glucagon in STZ‐Induced Rats
    Yusni Yusni, Hanifah Yusuf, Said Usman, Iflan Nauval, Hasanuddin Hasanuddin, Fahmi Ichwansyah, Nurul Mahmudati, Eric Gumpricht
    Journal of Nutrition and Metabolism.2026;[Epub]     CrossRef
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  • Plasma C-Peptide Level and Continuous Glucose Monitoring-Derived Coefficient of Variation as a Predictable Risk Factor for Hypoglycemia in Koreans with Diabetes
    Seung-Hyun Ko
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Brief Reports
Adrenal gland
Comparative Analysis of Liquid Chromatography-Tandem Mass Spectrometry and Radioimmunoassay in Determining Plasma Aldosterone Concentration and Plasma Renin Activity for Primary Aldosteronism Screening
So Yoon Kwon, Kyeong-Jin Kim, Soo-Youn Lee, Jae Hyeon Kim
Endocrinol Metab. 2024;39(6):965-969.   Published online November 15, 2024
DOI: https://doi.org/10.3803/EnM.2024.1985
  • 3,855 View
  • 80 Download
  • 1 Web of Science
  • 1 Crossref
AbstractAbstract PDFSupplementary MaterialPubReader   ePub   
Liquid chromatography-tandem mass spectrometry (LC-MS/MS) accurately measures plasma aldosterone concentration (PAC), but its correlation with radioimmunoassay (RIA), equivalent RIA levels, and optimal cutoff for PAC and aldosterone-to-renin ratio (ARR) in primary aldosteronism (PA) screening have not been determined in a Korean population. Our study of 127 patients who underwent diagnostic testing for PA showed that the LC-MS/MS and RIA methods have good correlation, with a mean bias of 29.3% for PAC. An LC-MS/MS PAC level of 11.7 ng/dL was equivalent to an RIA PAC level of 15 ng/dL. Receiver operating characteristic curve analysis showed that an LC-MS/MS PAC level of 10.3 ng/dL and LC-MS/MS ARR level of 20.0 provided sensitivity of 73.1% with a specificity of 57.3% and sensitivity of 92.3% with a specificity of 14.7%, respectively. When the LC-MS/MS method is used for PA screening, an adjustment of cutoff values is necessary.

Citations

Citations to this article as recorded by  
  • Magnetic bead-assisted extraction combined with LC–MS/MS for simultaneous quantification of aldosterone and related steroids in human plasma
    Yudong Chu, Qin Su, Ziyuan Huang, Chenyi Yuan, Shazhou Ye, Xueyan Bian
    Analytical and Bioanalytical Chemistry.2026; 418(1): 343.     CrossRef
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Adrenal Gland
Aldosterone Immunoassay-Specific Cutoff Value for Seated Saline Suppression Test for Diagnosing Primary Aldosteronism
So Yoon Kwon, Jiyun Park, So Hee Park, So Hyun Cho, You-Bin Lee, Soo-Youn Lee, Jae Hyeon Kim
Endocrinol Metab. 2022;37(6):938-942.   Published online December 6, 2022
DOI: https://doi.org/10.3803/EnM.2022.1535
  • 10,999 View
  • 228 Download
  • 4 Web of Science
  • 4 Crossref
AbstractAbstract PDFSupplementary MaterialPubReader   ePub   
A seated saline loading test (SLT) using liquid chromatography-tandem mass spectrometry (LC-MS/MS) is one of the most accepted confirmatory tests of primary aldosteronism. However, LC-MS/MS is time-consuming and is not widely available in diagnostic laboratories compared to immunoassay. With immunoassay, it is unknown whether SLT in the seated position is more accurate than that of the supine position, and a cutoff value of post-seated SLT plasma aldosterone concentration (PAC) must be established in the Korean population. Ninety-eight patients underwent SLT in both positions, and post-SLT PAC was measured by LC-MS/MS and radioimmunoassay. We confirmed primary aldosteronism if post-seated SLT PAC by LC-MS/MS exceeded 5.8 ng/dL. The area under the receiver operating characteristic curve was greater for seated than supine SLT (0.928 vs. 0.834, P=0.003). The optimal cutoff value of post-seated SLT by radioimmunoassay was 6.6 ng/dL (sensitivity 83.3%, specificity 92.2%).

Citations

Citations to this article as recorded by  
  • Investigating the cut-off values of captopril challenge test for primary aldosteronism using the novel chemiluminescent enzyme immunoassay method: a retrospective cohort study
    Yuta Tezuka, Kei Omata, Yoshikiyo Ono, Kengo Kambara, Hiroki Kamada, Sota Oguro, Yuto Yamazaki, Celso E. Gomez-Sanchez, Akihiro Ito, Hironobu Sasano, Kei Takase, Tetsuhiro Tanaka, Hideki Katagiri, Fumitoshi Satoh
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    Nada Younes, Matthieu St-Jean, Marie-Josée Desrochers, Eric Therasse, Mathieu Latour, Isabelle Bourdeau, André Lacroix
    Journal of the Endocrine Society.2024;[Epub]     CrossRef
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    Seung Min Chung
    Journal of Yeungnam Medical Science.2024; 41(4): 269.     CrossRef
  • Comparative Analysis of Liquid Chromatography-Tandem Mass Spectrometry and Radioimmunoassay in Determining Plasma Aldosterone Concentration and Plasma Renin Activity for Primary Aldosteronism Screening
    So Yoon Kwon, Kyeong-Jin Kim, Soo-Youn Lee, Jae Hyeon Kim
    Endocrinology and Metabolism.2024; 39(6): 965.     CrossRef
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