ClinicalTrials.gg
RecruitingNCT07696273Updated Jul 10, 2026

Miniaturized Breath-based Sensor for the Detection of Hypo- and Hyperglycemia

An interventional study of Sensing Device and Tedlar Bags in Diabetes, Hyperglycemia and Hypoglycemia (Diabetic), sponsored by Indiana University. Recruiting at 1 site in United States. Open to participants aged 7 Years to 25 Years. Per ClinicalTrials.gov, last updated 2026-07-10.

Sponsored by Indiana University · Not applicable, Interventional, and Diagnostic

From the registry’s dates

  • Started May 2026; still recruiting 5 months later.
Phase
Not applicable
Study type
Interventional
Enrollment
40
Allocation
Not applicable
Ages
7 Years to 25 Years
Sex
All
01

Study summary

The purpose of this study is to determine whether an array of biosensors can noninvasively identify hyperglycemic or hypoglycemic events in persons diagnosed with diabetes through noninvasive detection of volatile organic compounds (VOCs) in exhaled breath.

Read the detailed description

At this stage, the team will deploy two different analytical platforms in parallel in a clinical study to survey exhaled breath volatile organic compound (VOC) profiles at a diabetes youth camp. The ultimate objective is to determine whether a miniaturized laboratory device incorporating metal oxide gas sensors can reliably distinguish specific VOCs associated with glycemic events under real-world conditions. Sensor responses will be validated through parallel breath collection using Tedlar (plastic) bags, followed by confirmatory analysis via gas chromatography-mass spectrometry (GC-MS).

02

Conditions studied

  • Diabetes
  • Hyperglycemia
  • Hypoglycemia (Diabetic)

Keywords

  • Exhaled Breath Analysis
  • Volatile Organic Compounds (VOCs)
  • Metal Oxide Sensors
  • Gas Chromatography
  • Mass Spectrometry
03

In context

Diabetes Mellitus

8,290 studies on the registry are indexed under Diabetes Mellitus; 1,077 are open to participants now.

This study's planned enrollment of 40 is below the median of 80 across 6,023 interventional studies indexed under Diabetes Mellitus.

Browse Diabetes Mellitus studies →

Lead sponsor

Indiana University is the lead sponsor of 986 studies on the registry; 198 are open to participants now.

Of its 148 completed or terminated interventional studies of FDA-regulated products, 118 (80%) have results posted.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
7 Years to 25 Years
Sexes eligible
All
Accepts healthy volunteers
No

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • Who are diagnosed with T1D or T2D.
  • Who are between 7-25 years of age.
  • That use a Dexcom (G6 or G7) CGM device.
  • That have an established working CGM for at least 12 hours.
  • That are willing to share their CGM data for the study duration.
  • That are willing and able to fill up a breath collection bag.
  • That are attending a diabetes camp in the state of Indiana.

Exclusion criteria

Exclusion Criteria:

  • That are smokers or who live with someone who smokes in their vicinity (including prior to attending camp).
  • That have a condition or abnormality other than T1D/T2D that in the opinion of the Investigators would compromise the safety of the subject or the quality of the data.
  • That have symptoms or recently been diagnosed with an upper respiratory illness including COVID-19 (or other viral/bacterial infections).
  • That follow a "ketogenic diet".
  • That are unable or unwilling to cooperate with either of the sample collection modes.
05

Study design

Phase
Not applicable
Primary purpose
Diagnostic
Allocation
Not applicable
Intervention model
Single group
Masking
None (open label)
Enrollment
40 participants (estimated)

Study arms

  • Experimental
    Diabetic Children Attending a Summer Youth Camp with Continuous Glucose Monitors

    Participants diagnosed with type 1 diabetes (T1D) or type 2 diabetes (T2D) will be recruited for the study. Following consent, enrolled subjects will donate breath samples for approximately one week over the course of the summer camp. Each subject will donate two breath samples during at least n = 15 breath collection events (n = 30 samples in total) for analysis by sensors and gas chromatography-mass spectrometry (GC-MS), while also collecting finger stick data right before (or after) each breath sample. The participant will also wear a CGM as a routine standard care procedure for diabetes management.

    Device: Sensing Device and Tedlar Bags

Interventions

  • DeviceSensing Device and Tedlar Bags

    Children diagnosed with diabetes that wear a continuous glucose monitor (CGM) will provide breath samples into the miniaturized sensing device (as well as Tedlar bags for GC-MS analysis) during euglycemia, hypoglycemia, and hyperglycemia. The breath data will be analyzed to draw correlations with blood glucose levels measured via CGMs and finger prick tests.

06

What researchers measure

Primary outcomes

  1. Sensor Features Correlate with Blood Glucose Measurements

    Detection of exhaled VOC concentrations via the miniaturized laboratory device that correlate with hyper- and hypoglycemic episodes determined through finger stick and CGM data. It is anticipated that the device will be capable of noninvasively estimating blood glucose levels with approximately 30% agreement relative to CGM measurements, while accurately identifying hypo- and hyperglycemic events with greater than 85-90% sensitivity/specificity.

    Time frame: 1 week for the summer camp.

Secondary outcomes

  1. GC-MS Analysis of VOCs Correlate with Blood Glucose and Sensor Data

    Specific VOCs identified through GC-MS analysis are expected to correlate not only with blood glucose levels and hypo-/hyperglycemic events, but also with extracted features of the sensor response. It is anticipated that select VOCs will exhibit statistically significant correlations (R \> 0.70) with glycemic measures and may demonstrate stronger associations with blood glucose levels and glycemic state classification compared to the metal oxide gas sensor array.

    Time frame: 1 week for the summer camp.

07

Study locations

1 of 1 sites recruiting
  • Jameson Camp
    Indianapolis, Indiana 46231, United States
    Recruiting
    • Joe Esten · ContactJEsten@diabetes.org · 608-390-6398
    • Linda DiMeglio, MD · Principal investigator
08

References and documents

Publications

  • Woollam M, Christensen A, Schulz E, Eckerle S, Davis MD, Sanders DB, Agarwal M. Systematic comparison of methods for offline breath sampling. Anal Bioanal Chem. 2025 Sep;417(22):5061-5076. doi: 10.1007/s00216-025-06025-5. Epub 2025 Aug 5. PubMed 40762732 ↗
  • Heranjal S, Maciel M, Kamalapally SNR, Ramrakhiani I, Schulz E, Cao S, Liu X, Relich RF, Wek R, Woollam M, Agarwal M. Establishing Healthy Breath Baselines With Tin Oxide Sensors: Fundamental Building Blocks for Noninvasive Health Monitoring. Mil Med. 2024 Aug 19;189(Suppl 3):221-229. doi: 10.1093/milmed/usae078. PubMed 39160864 ↗
  • Woollam M, Angarita-Rivera P, Thakur S, Daneshkhah A, Siegel AP, Hardin DS, Agarwal M. Steps toward clinical validation of exhaled volatile organic compound biomarkers for hypoglycemia in persons with type 1 diabetes. Sci Rep. 2025 May 25;15(1):18257. doi: 10.1038/s41598-025-00284-z. PubMed 40414890 ↗
  • Daneshkhah A, Shrestha S, Siegel A, Varahramyan K, Agarwal M. Cross-Selectivity Enhancement of Poly(vinylidene fluoride-hexafluoropropylene)-Based Sensor Arrays for Detecting Acetone and Ethanol. Sensors (Basel). 2017 Mar 15;17(3):595. doi: 10.3390/s17030595. PubMed 28294961 ↗
  • Woollam M, Angarita-Rivera P, Siegel AP, Kalra V, Kapoor R, Agarwal M. Exhaled VOCs can discriminate subjects with COVID-19 from healthy controls. J Breath Res. 2022 May 6;16(3). doi: 10.1088/1752-7163/ac696a. PubMed 35453137 ↗
  • Siegel AP, Daneshkhah A, Hardin DS, Shrestha S, Varahramyan K, Agarwal M. Analyzing breath samples of hypoglycemic events in type 1 diabetes patients: towards developing an alternative to diabetes alert dogs. J Breath Res. 2017 Jun 1;11(2):026007. doi: 10.1088/1752-7163/aa6ac6. PubMed 28569238 ↗

Individual participant data

Plan to share: No — Only the principal investigators and research personnel listed in the approved Institutional Review Board (IRB) protocol will have access to the individual participant data (IPD), which will be stored on REDCap. The team does not anticipate submitting results or manuscripts to ICMJE journals.

09

Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reachedSimilar studies: half by the dot; the band is the middle halfHalf of similar studies reached it by the dot; the band is the middle half, from a quarter to three quarters

Started May 2026 (actual). Primary completion is estimated for Sep 2027, 15 months after the start.

Of 1,583 non-industry interventional studies with no phase under Diabetes Mellitus, half reached primary completion within 23 months of starting (the median), counting those still running; a quarter within 10 and three quarters within 43. This study's planned 15 months is below that.

Counting every sponsor, half of 1,743 studies reached it within 21 months; a quarter within 9 and three quarters within 42.

How these figures are worked out, and which studies are left out of them.

Registered
Jul 4, 2026
First posted
Jul 10, 2026
StartActual
May 31, 2026
Primary completionEst.
Sep 1, 2027
CompletionEst.
Oct 1, 2027
Last update
Jul 10, 2026
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on Jul 10, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT07696273
Lead sponsor
Indiana University
Responsible party
Mangilal Agarwal (Professor of Biomedical Engineering and Informatics, Indiana University) — Principal investigator
First posted
Jul 10, 2026
Start date
May 31, 2026
Primary completion
Sep 1, 2027 (estimated)
Completion
Oct 1, 2027 (estimated)
Last update
Jul 10, 2026

Study contacts

Mangilal Agarwal, PhD
Contact
agarwal@iu.edu
317-278-9792
Akanksha Tipparti, M.S.
Contact
atippart@iu.edu
317-626-9725
Linda DiMeglio, MD
principal investigator · Indiana University
Mark Woollam, PhD
principal investigator · Indiana University

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
Yes
View the source record on ClinicalTrials.gov ↗

Interested in this study?

Eligibility is decided by the study team. Share this record with your doctor or contact the team directly.

Contact study team

Follow this study

Get an email when the registry record changes — status, dates, results — or when someone posts here.

Sign in to follow

Discussion

Questions and observations about this study, from anyone following it. Not medical advice, and not a channel to the study team — their contact details are on the registry record.

Sign in to join the discussion. Reading takes no account; posting does. You choose a display name, and a pseudonym is the default.

Nothing here yet. If you are running this trial, taking part in it, or weighing whether to, this is the place to say so.

Start the discussion