Evidence map›Paper›PMID 40460286›Full record

ReviewACS sensors2025

Microneedle-Based Multiplexed Monitoring of Diabetes Biomarkers: Capabilities Beyond Glucose Toward Closed-Loop Theranostic Systems.

Chochanon Moonla, Maria Reynoso, An-Yi Chang, Tamoghna Saha, Stacey Surace, Joseph Wang

Abstract readReview
In one paragraph

Review in ACS sensors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Chochanon MoonlaAiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, San Diego, California 92093, United States.ORCID 0000-0001-5885-1244
Maria ReynosoAiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, San Diego, California 92093, United States.
An-Yi ChangAiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, San Diego, California 92093, United States.ORCID 0000-0001-8327-9892
Tamoghna SahaAiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, San Diego, California 92093, United States.
Stacey SuraceShu Chien-Gene Lay Department of Bioengineering, University of California San Diego, La Jolla, San Diego, California 92093, United States.
Joseph WangAiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, San Diego, California 92093, United States.ORCID 0000-0002-4921-9674

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Significant advances have been made in the management of diabetes through the development of wearable biomedical monitoring and drug-delivery devices. Technologies such as continuous glucose monitors (CGMs) and insulin pumps have particularly transformed diabetes care over the past two decades. However, most current efforts largely focus on glucose and insulin regulation, limiting a broader understanding of metabolic health and the interplay of various biomarkers. Comprehensive diabetes management requires a more holistic approach encompassing diverse biomarkers to address the full spectrum of metabolic health. Adequate response to glycemic variability thus requires continuous monitoring of additional chemical and physical parameters that affect insulin sensitivity. Leveraging recent advances in wearable microneedle (MN) platforms, such systems have received considerable attention for biomedical applications, ranging from continuous multiplexed monitoring to transdermal drug delivery. This review article provides a thorough analysis of the use of MNs for enhanced diabetes management, emphasizing their unique capabilities for simultaneous monitoring of multiple key diabetes biomarkers beyond glucose and for autonomous transdermal delivery of insulin and glucagon based on novel glucose-responsive MN materials and addressing literature gaps regarding the integration of such diagnostic and treatment technologies onto single MN arrays. Representative applications of key MN sensing and delivery devices are highlighted, underscoring their capabilities to revolutionize disease management. We conclude with a forward-looking vision of next-generation AI-guided MN-based closed-loop "Sense-Release" artificial pancreas systems for enhanced glycemic control and improved patient outcomes.

Indexed as

Blood GlucoseBlood Glucose Self-MonitoringDiabetes MellitusNeedlesTheranostic NanomedicineBiomarkersDrug Delivery SystemsHumansInsulinWearable Electronic DevicesBiomarkersBlood GlucoseInsulinclosed-loop systemsdiabetes biomarkersdrug-delivery deviceselectrochemical detectionmicroneedlesmultiplexed monitoringsensing deviceswearables

Identifiers

PMID40460286
PMCPMC12379172

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.