Table 4.
Sensor Type | Application | Sensing Element | Key Parameters | Ref. |
---|---|---|---|---|
Chemical barcode | Sweat pH | Colorimetric micro-fluidic platform incorporating ionic liquids | Adhesive plaster, sweat rate 0.85 ± 0.41 mg min−1 cm−2 | [291,292,293] |
Textile fabric | Sweat pH | Colorimetric sensor based on covalently bonded litmus-3-glycidoxypropyltrimethoxysilane coating, PD | Accuracy 0.5 pH | [294] |
Thread fabric | pH, glucose | Integrates hydrophilic dot-patterns with a hydrophobic surface via embroidering thread into fabric | 5.0–6.0, 25–80 mM, 50–200 μM Color comparison with reference markers | [295] |
Skin-interfaced microfluidic device |
Rate of sweating, BT, concentrations of electrolytes | Thermochromic liquid crystal | Full capabilities in measuring sweat loss/rate and analyzing multiple sweat biomarkers and temperature | [297] |
Paper-based system coupled with a smartphone |
Sweat lactate, pH | Paper-based colorimetric sensors, absorbent pad and paper-based sensor are connected with a hydrophilic silk thread |
pH—linear detection range (pH 4.0 to 8.0), sensitivity 10.43Lactate range 0 to 25 mM, sensitivity −3.07 mM−1 |
[300] |
Skin-interfaced microfluidic | Sweat glucose, lactate, pH | Colorimetric microfluidic platform combined with electronics | NFC communication | [21] |
Textile channel | pH, H2O2 | Colorimetric sensor, absorbent microfibrous nonwoven substrate |
Range 3–7 pH, 0.1–0.6 μM H2O2 |
[296] |
Silk fabric | pH | UV-vis spectroscopy, fabric dyed with anthocyanin |
Range 4.5–8 pH | [298] |
Cotton fabric | Sweat lactate, pH |
Colorimetric sensor | Range 1–14 pH, 0–25 mM lactate |
[299] |
Contact lens | Glucose | Photonic crystals—face-centered cubic arrangement of colloidal particles embedded in hydrogel | Glucose range 0–50 mM, sensitivity 12 nm/mM–1, saturation response time 30 min | [22,301] |
Contact lens | Glucose in tear fluid | Photonic glucose-sensing material | 0–150 nm shift, glucose level 1–100 μmol/L |
[5,7,47] |
Smart bandage | Wound pH | Colorimetric RFID-based smart bandage | pH indicator dye, biocompatible hydrogel |
[302,303] |
Smart bandage with wireless connectivity | pH, glucose, Ca2+ in wounds | Flexible, self-healable, adhesive and wearable hydrogel patch for on-demand sweat colorimetric detection | Smartphone based, pH (4–9), glucose (0–2 mM), Cl− (0–100 mM) and Ca2+ (0–16 mM) | [304] |
Saliva biosensor | Urea in saliva | Colorimetric pH indicator | Sensitivity −0.005 pixels sec−1/mgdL−1 (10–260 mgdL−1) | [305] |
Epidermal photonic device |
BT | Ultrathin device, combining colorimetric temperature indicators with wireless flexible electronics |
Multilayer design for accurate colorimetric evaluation of the TLC materials | [307] |
Smart watch | HR, SpO2, H+, Na+, K+, Cl− |
Biochemical colorimetric sensor in combination with PPG sensor of smartwatch | PPG panel contains a compound that changes optical characteristics in presence of metabolites | [309] |
Skin-interfaced microfluidic | Sweat Na+, Cl−, Zn2+ | Array of microchannels and a collection of microreservoirs pre-filled with fluorescent probes | Smartphone read-out, accuracy matches conventional laboratory techniques | [23] |
Skin-interfaced | Cl- from sweat | Two fluorescent materials on cotton piece worn on the skin | Lanthanide metal–organic frameworks (MOFs): DUT-101 and Ag+/Eu3+@UiO-67 | [310] |
Contact lens | Glucose | Liquid hydrogel nanospheres containing tetramethyl rhodamine isothiocyanate concanavalin and fluorescein isothiocyanate dextran | Read-out by hand-held photo-fluorometer | [312] |
Fluorescence pH sensor |
pH | Fiber optic detection for wide range pH measurements | Linear (5.7–9.0; 4.2–5.7; 3.4–4.2), Polynomial (2.5–3.3) | [313] |
Portable fluorescence detection | Trivalent chromium (Cr3+) | LED, fiber, spectrometer | Practically monitored using portable fluorescence detection | [315] |
Organic oximeter array |
2D oxygenation maps | Organic printed in a flexible array configuration, OLED, OPD | Printed organic electronics | [14] |
Organic photonic skin | Tensile strain | OLED, OPD | Extreme flexibility, Device total thickness 3 μm |
[13] |
Cloth shirt for pH and oxygen monitoring | pH, SpO2 | Absorbance and luminescence-based dyes combined in fluorescence resonance energy transfer based optical sensors | A wide pH range buffer, visual color changes of indicator dyes from green to red by combining indicator and inert dyes | [317] |