“…Owing to the ease of multiple-function integration, such as surface functionalization, targeting ability, enhanced water solubility, and improved sensing signal, ratiometric nanosensors have been widely used in biological detection. ,, However, there have been rising concerns on the quantitative reliability of ratiometric sensing for in vivo study. ,, Ratiometric sensors with a short emission wavelength (<700 nm) are susceptible to light scattering and autofluorescence interference in tissue, which superimpose on spectra to compromise sensing accuracy (Scheme ). Owing to the inverse wavelength of dependence of both Mie and Rayleigh scattering, as well as reduced autofluorescence at progressively long wavelength, fluorescent sensors with emission at the second near-infrared window (NIR-II, 1000–1700 nm) allow for biosensing in deep tissues. ,,− A few recent studies have highlighted the wavelength-dependent signal bias in scattering media ,, and accordingly provided several optical approaches for improved reliability of ratiometric sensing in vivo, such as spectral ratioing based on similar light–matter interaction or frequency filtering . Despite these previous studies, limited attention has been given to the spectra shift and distortion of ratiometric sensors in a complex environment (Scheme ).…”