Glucose monitoring devices and related systems and methods, the glucose monitoring devices including a sensor electronics unit having a housing and a printed circuit board disposed within the housing, a transcutaneous glucose sensor assembly, and a conductive sensor connector. The printed circuit board includes a first electrical contact, the transcutaneous glucose sensor assembly includes a distal portion having a working electrode and proximal portion having a working-electrode contact in electrical communication with the working electrode, and the conductive sensor connector electrically connects the working-electrode contact with the first electrical contact. Further, the conductive sensor connector extends through a hole in the proximal portion of the transcutaneous glucose sensor assembly and through a hole in the printed circuit board.

A continuous glucose monitoring system may utilize externally sourced information regarding the physiological state and ambient environment of its user for externally calibrating sensor glucose measurements. Externally sourced factory calibration information may be utilized, where the information is generated by comparing metrics obtained from the data used to generate the sensor's glucose sensing algorithm to similar data obtained from each batch of sensors to be used with the algorithm in the future. The output sensor glucose value of a glucose sensor may also be estimated by analytically optimizing input sensor signals to accurately correct for changes in sensitivity, run-in time, glucose current dips, and other variable sensor wear effects. Correction actors, fusion algorithms, EIS, and advanced ASICs may be used to implement the foregoing, thereby achieving the goal of improved accuracy and reliability without the need for blood-glucose calibration, and providing a calibration-free, or near calibration-free, sensor.

A continuous glucose monitoring system may utilize externally sourced information regarding the physiological state and ambient environment of its user for externally calibrating sensor glucose measurements. Externally sourced factory calibration information may be utilized, where the information is generated by comparing metrics obtained from the data used to generate the sensor's glucose sensing algorithm to similar data obtained from each batch of sensors to be used with the algorithm in the future. The output sensor glucose value of a glucose sensor may also be estimated by analytically optimizing input sensor signals to accurately correct for changes in sensitivity, run-in time, glucose current dips, and other variable sensor wear effects. Correction actors, fusion algorithms, EIS, and advanced ASICs may be used to implement the foregoing, thereby achieving the goal of improved accuracy and reliability without the need for blood-glucose calibration, and providing a calibration-free, or near calibration-free, sensor.

A method of preparing a working electrode on a sensor substrate is disclosed. A sensor substrate is provided and has a first side with at least one conductive trace. A layer of sensing material is applied onto the first side and covers at least a portion of the at least one conductive trace. The sensing material is irradiated with a laser beam to partially remove the layer of the sensing material while preserving a portion of the sensing material covering the at least one conductive trace, resulting in a working electrode on the sensor substrate. A membrane layer is applied that at least partially covers the working electrode. The membrane layer includes a cross-linker that cross-links at least a part of the sensing material. A diffusion step is performed during which the cross-linker in the membrane layer at least partially diffuses into the sensing material.

Methods, apparatus, systems, and methods are described that relate to microneedle-assisted aptamer-based electrochemical sensing for label-free, continuous real-time monitoring of biomarkers in a biofluid. One example device for electrochemical monitoring of one or more analytes in a biofluid includes a substrate and at least two microneedles coupled to the substrate. Each microneedle in the at least two microneedles includes a protruded needle structure and an electrode probe structure. The electrode probe structure of a first microneedle in the at least two microneedles includes an aptamer sequence which is specific for a first analyte and the electrode probe structure of the first microneedle is operable as a working electrode for detection of the first analyte using a first electrochemical detection technique.

Methods, apparatus, systems, and methods are described that relate to microneedle-assisted aptamer-based electrochemical sensing for label-free, continuous real-time monitoring of biomarkers in a biofluid. One example device for electrochemical monitoring of one or more analytes in a biofluid includes a substrate and at least two microneedles coupled to the substrate. Each microneedle in the at least two microneedles includes a protruded needle structure and an electrode probe structure. The electrode probe structure of a first microneedle in the at least two microneedles includes an aptamer sequence which is specific for a first analyte and the electrode probe structure of the first microneedle is operable as a working electrode for detection of the first analyte using a first electrochemical detection technique.

An electrochemical electrode for use in a biosensor. The electrode comprises a substrate, a palladium metal layer manufactured on the substrate, and a palladium oxide-containing layer manufactured on the palladium metal layer. The palladium metal layer has a thickness of no more than 90 nm, and the palladium oxide-containing layer has a thickness of no more than 40 nm.

An electrochemical electrode for use in a biosensor. The electrode comprises a substrate, a palladium metal layer manufactured on the substrate, and a palladium oxide-containing layer manufactured on the palladium metal layer. The palladium metal layer has a thickness of no more than 90 nm, and the palladium oxide-containing layer has a thickness of no more than 40 nm.

Disclosed is an electronic device comprising a processor and at least one sensor circuit comprising at least a biometric sensor and a fatigue sensor. The processor may be configured so as to detect biometric data of an external object by means of the biometric sensor, detect fatigue data of the external object by means of the fatigue sensor if the biometric data exceeds a designated second range, and output, by means of a designated external device, a fatigue notification indicating a fatigued state if the fatigue data exceeds a designated third range. Other various embodiments identified in the description are possible.

Disclosed is an electronic device comprising a processor and at least one sensor circuit comprising at least a biometric sensor and a fatigue sensor. The processor may be configured so as to detect biometric data of an external object by means of the biometric sensor, detect fatigue data of the external object by means of the fatigue sensor if the biometric data exceeds a designated second range, and output, by means of a designated external device, a fatigue notification indicating a fatigued state if the fatigue data exceeds a designated third range. Other various embodiments identified in the description are possible.