Leveraging Dermal Vascularization for Faster Glucose Exchange

Shallow insertion depth of the sensor leverages the unique properties of the dermal layer of the skin.

Commercial CGMs penetrate deeper into the subcutaneous layer of the skin where physiology slows the diffusion of glucose from the blood to the sensor – creating time lag that can reach 10-15 minutes. The dermal layer is highly vascularized with a dense capillary network above and below the dermis which enables faster glucose exchange with the bloodstream.

The result: a significantly shorter lag time in glucose readings.

The deeper hypodermis skin layer (or subcutaneous skin layer) is mainly composed of adipocytes, with lower vascular density than that of the dermis. Glucose diffusion is slower in this deeper layer and results in a longer time lag in glucose readings.

Epidermis Dermis Hypodermis

Current CGM: Hypodermis

Hypodermis skin layer diagram

Laxmi CGM: Shallow Dermis

Dermis skin layer diagram

That lag can lead to:

Delayed Detection of Hypoglycemia

Imprecise Insulin Dosing

Persistent Hypoglycemia

Laxmi's Advantage

Laxmi's CGM enables dermal access with a single, flexible sensor, specifically designed to remain in the dermis throughout wear. Sensor insertion is facilitated by an applicator which employs a needle to quickly penetrate and then exit the skin leaving the sensor in the dermis.

Not a rigid microneedle and not a microneedle array

More consistent skin penetration, no risk of clogging micro channels, more signal stability

The dense capillary network and minimal to no adipocytes in the dermis help glucose equilibrate more rapidly – supporting far faster kinetics than subcutaneous sensing.

Minimal Time Lag Performance

Current commercial CGMs compensate for the time lag of the subcutaneous tissue region by utilizing predictive algorithms that "look forward" to provide a glucose reading estimate.

In commercial CGMs, our clinical research data indicates a wide distribution of time lag across a range of 20 minutes (distributed around 0 with plus or minus 10 minutes). Negative time lag reflects the combination of filtering and predictive algorithmic signal processing.

The Laxmi CGM did not utilize any look-forward algorithms and achieved a time lag from 0–2 minutes for most sensors.

Tau = Time Lag. See more in our publication

Performance vs Tau chart comparing G7, Leading CGM, and Laxmi CGM time lag
Better control

In Testing, the Laxmi CGM Would Have Helped Avoid Hypoglycemia

Laxmi’s dermal CGM achieved a time lag of 0-2 minutes (93% of sensors) while commercial CGMs showed wide variability, including large effective time lag distributions. The Laxmi sensor more accurately detected hypoglycemia conditions during clinical testing.

Glucose comparison chart showing Laxmi vs Leading CGMs

Real-Time Response

Laxmi’s dermal CGM achieved a time lag of 0-2 minutes (93% of sensors) while commercial CGMs showed wide variability, including large effective time lag distributions. The Laxmi sensor more accurately detected hypoglycemia conditions during clinical testing.

Accurate Peak Tracking

In clinical simulations, TIR dropped from 86% to 71% in adults when lag increased from 0 to 8 minutes.

Precise Insulin Control

With near-zero lag, patients and automated systems can respond sooner, reduce overshoot/undershoot, and potentially use lower glucose targets with less fear of hypoglycemia.

Conference audience at clinical data presentation

Peer-reviewed clinical research, conference presentations, and data demonstrating lag time reduction and its criticality in glucose management

Clinical Data: Science You Can Trust

Clinical data has been collected during research studies (clinical trials) involving human participants (patients or volunteers).

Journal of Diabetes Science and Technology December 2025

Manuscript published December, 2025: Dermal Glucose Sensing has a Shorter Time Lag Relative to Blood Glucose: Implications for Hypoglycemia Detection and Time in Range

See the publication

DTS Meeting Poster Presentation October 2025

Presented October 28-30, 2025 at the annual Diabetes Technology Society Meeting, Burlingame, CA.

See the poster

ADA Poster Presentation June 2025

Presented June 19-23, 2025 at the annual American Diabetes Association Meeting, Chicago, IL.

See the poster

ATTD Poster Presentation March 2025

Presented March 19-22, 2025 at the annual Advanced Technologies and Treatments for Diabetes Meeting, Amsterdam, Netherlands.

See the poster

DTS Meeting Poster Presentation October 2024

Presented October 15-17, 2024 at the annual Diabetes Technology Society Meeting, Burlingame, CA.

See the poster

BTIG: Medical Technology & Digital Health August 2023

Presented August 7-8, 2023 at the BTIG Medical Technology & Digital Health Conference, California

Industry Report