“…WGM biosensors are highly sensitive to changes in the surface conditions and refractive index, and they have been developed for single-molecule detection [ 20 , 21 , 115 ], pico- to atto-molar scale detection [ 21 , 112 , 113 , 116 , 117 , 118 , 119 , 120 , 121 ], and monitoring biological processes [ 122 , 123 , 124 , 125 , 126 ] or enzymatic reactions [ 127 , 128 ]. In recent studies, researchers have also taken advantage of geometric modifications [ 129 , 130 ] and material doping [ 116 , 118 , 119 , 131 , 132 , 133 , 134 ] to improve the Q-factors and sensitivity of WGM-based resonators. Geometric differences in most resonators may depend on fabrication capabilities or desired optical qualities, such as mode confinement, increased binding surface area, simpler fabrication techniques, or material choice.…”