Wearable Sweat Sensor for High-Concentration Lactate Monitoring in Critically Ill Patients
Development and Preliminary Clinical Validation of a Wearable Sweat Sensor for High-Concentration Lactate Monitoring in Critically Ill Patients: A Prospective Cohort Study
1 other identifier
observational
86
0 countries
N/A
Brief Summary
Blood lactate level is closely associated with the prognosis of patients with sepsis and septic shock. Clinical guidelines explicitly recommend blood lactate monitoring in septic patients and lactate-guided fluid resuscitation when lactate levels are elevated. Dynamic monitoring of serum lactate changes and calculation of lactate clearance can more accurately reflect the dynamic changes in tissue oxygen supply and consumption, and can be used to evaluate tissue perfusion and oxygen metabolism. However, most existing wearable sweat sensors have a detection range of only 0-20 mmol/L, which is suitable only for monitoring during exercise under normal physiological conditions and cannot meet the clinical monitoring needs of patients with hyperlactatemia. In addition, current wearable sweat lactate sensors suffer from poor reproducibility and are easily affected by environmental factors and complex sweat composition, which represent major obstacles to clinical translation. Therefore, this project aims to develop a wearable sweat sensor for high-concentration lactate monitoring and to conduct preliminary clinical validation in critically ill patients, by simultaneously measuring blood and sweat lactate concentrations and establishing their correlation, with the goal of achieving non-invasive and convenient disease monitoring through sweat biomarker detection.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for all trials
Started Aug 2026
Typical duration for all trials
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
July 13, 2026
CompletedFirst Posted
Study publicly available on registry
July 21, 2026
CompletedStudy Start
First participant enrolled
August 1, 2026
CompletedPrimary Completion
Last participant's last visit for primary outcome
October 1, 2028
ExpectedStudy Completion
Last participant's last visit for all outcomes
October 1, 2029
July 21, 2026
July 1, 2026
2.2 years
July 13, 2026
July 20, 2026
Conditions
Outcome Measures
Primary Outcomes (1)
Sweat Lactate Concentration
Sweat lactate concentration will be measured in critically ill patients with blood lactate concentration \>1.5 mmol/L, either via laboratory (ELISA) analysis of sweat samples collected using a commercial sweat collection device, or via real-time detection using the investigator-designed wearable sweat sensor. The correlation between sweat and blood lactate concentrations will be analyzed using Pearson correlation to establish the sweat lactate concentration range corresponding to hyperlactatemia.
At the time of enrollment, concurrent with clinical blood lactate testing (within the ICU stay, up to approximately 12 months of enrollment period)
Secondary Outcomes (2)
Correlation Between Sweat Lactate Concentration Measured by the Wearable Device and Blood Lactate Concentration Measured by Standard Clinical Testing
Throughout the device-monitoring period during ICU stay (up to 12 months)
Number of Participants With Device-Related Skin Adverse Events
Throughout the device-monitoring period during ICU stay (up to 12 months)
Study Arms (2)
Wearable Device Monitoring Group
Sweat Collection Group
Interventions
A commercially available sweat collection device (HELA) used to collect sweat samples from critically ill patients at the time of routine blood draws for clinical lactate testing. Collected sweat samples are subsequently analyzed for lactate concentration using ELISA in the laboratory.
A flexible wireless wearable device integrating a lactate detection electrode, pH detection electrode, temperature detection electrode, sweat-stimulating electrode, microfluidic sweat collection module, sweat-inducing hydrogel patch, and flexible integrated circuit with an intelligent display system. The device induces localized non-exercise sweating via electrical stimulation and enables real-time detection of sweat lactate concentration up to 100 mmol/L.
Eligibility Criteria
Critically ill patients admitted to the surgical intensive care unit (ICU) of the First Affiliated Hospital of Xi'an Jiaotong University with blood lactate concentration greater than 1.5 mmol/L, indicating hyperlactatemia associated with conditions such as sepsis or septic shock. Eligible patients will be assigned to either a sweat collection group or a wearable device monitoring group for concurrent measurement of blood and sweat lactate concentrations.
You may qualify if:
- Admitted to the surgical intensive care unit (ICU)
- Blood lactate concentration \> 1.5 mmol/L
- Age ≥ 16 years
- Willing to voluntarily donate samples and provide signed informed consent
You may not qualify if:
- Pregnant women
- Pre-existing hematologic disease prior to infection
- Long-term use of immunosuppressive agents or presence of immunodeficiency
- Skin too dry to allow adequate sweat collection
Contact the study team to confirm eligibility.
Sponsors & Collaborators
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
July 13, 2026
First Posted
July 21, 2026
Study Start
August 1, 2026
Primary Completion (Estimated)
October 1, 2028
Study Completion (Estimated)
October 1, 2029
Last Updated
July 21, 2026
Record last verified: 2026-07