“…The ability to isolate and identify bacteria provides us with a window into their complex world, allowing us to understand their ecological dynamics, genetic makeup, and impact on our lives, which has contributed to significant advances in food safety [ 7 , 96 , 152 , 155 , 156 ], medical diagnosis [ 8 , 14 , 20 , 59 , 130 , 157 , 158 ], the implementation of effective environmental preservation measures [ 159 , 160 , 161 , 162 ], and the revolution of industries through biotechnological advancements [ 163 , 164 , 165 , 166 , 167 ]. Contrary to the common perception of bacterial isolation as a simple task, the effectiveness of the isolation strategy for Raman spectroscopy analysis is dependent on a complex array of factors, including proper specimen collection, transport, storage, and processing.…”