Early feasibility study with an implantable near-infrared spectroscopy sensor for glucose, ketones, lactate and ethanol

PLoS One. 2024 May 3;19(5):e0301041. doi: 10.1371/journal.pone.0301041. eCollection 2024.

Abstract

Objective: To evaluate the safety and performance of an implantable near-infrared (NIR) spectroscopy sensor for multi-metabolite monitoring of glucose, ketones, lactate, and ethanol.

Research design and methods: This is an early feasibility study (GLOW, NCT04782934) including 7 participants (4 with type 1 diabetes (T1D), 3 healthy volunteers) in whom the YANG NIR spectroscopy sensor (Indigo) was implanted for 28 days. Metabolic challenges were used to vary glucose levels (40-400 mg/dL, 2.2-22.2 mmol/L) and/or induce increases in ketones (ketone drink, up to 3.5 mM), lactate (exercise bike, up to 13 mM) and ethanol (4-8 alcoholic beverages, 40-80g). NIR spectra for glucose, ketones, lactate, and ethanol levels analyzed with partial least squares regression were compared with blood values for glucose (Biosen EKF), ketones and lactate (GlucoMen LX Plus), and breath ethanol levels (ACE II Breathalyzer). The effect of potential confounders on glucose measurements (paracetamol, aspartame, acetylsalicylic acid, ibuprofen, sorbitol, caffeine, fructose, vitamin C) was investigated in T1D participants.

Results: The implanted YANG sensor was safe and well tolerated and did not cause any infectious or wound healing complications. Six out 7 sensors remained fully operational over the entire study period. Glucose measurements were sufficiently accurate (overall mean absolute (relative) difference MARD of 7.4%, MAD 8.8 mg/dl) without significant impact of confounders. MAD values were 0.12 mM for ketones, 0.16 mM for lactate, and 0.18 mM for ethanol.

Conclusions: The first implantable multi-biomarker sensor was shown to be well tolerated and produce accurate measurements of glucose, ketones, lactate, and ethanol.

Trial registration: Clinical trial identifier: NCT04782934.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Biosensing Techniques / instrumentation
  • Biosensing Techniques / methods
  • Blood Glucose / analysis
  • Diabetes Mellitus, Type 1 / blood
  • Ethanol* / analysis
  • Feasibility Studies*
  • Female
  • Glucose / analysis
  • Humans
  • Ketones* / analysis
  • Lactic Acid* / analysis
  • Lactic Acid* / blood
  • Male
  • Middle Aged
  • Spectroscopy, Near-Infrared* / methods

Substances

  • Ketones
  • Ethanol
  • Lactic Acid
  • Blood Glucose
  • Glucose

Associated data

  • ClinicalTrials.gov/NCT04782934

Grants and funding

The study was funded by Indigo Diabetes NV. Danaë Delbeke and Juan Ordonez are employees of Indigo Diabetes NV. FDR received a Strategic Basic Research Grant (1S62821N) from Research Foundation – Flanders (FWO). As sponsor of the study, Indigo Diabetes was involved in trial design (writing of study documents, such as the study protocol), trial execution (contracted to QbD Clinical, a CRO based in Belgium) and analysis of trial results.