Recent advancements in nanotechnology have significantly enhanced the development of near-infrared fluorescence (NIRF) probes, positioning them as powerful tools in cancer imaging. This paper explores the unique advantages of nanoparticles incorporating NIR dyes, such as indocyanine green (ICG) and DiR, which exhibit deep tissue penetration and minimal background autofluorescence. The enhanced permeability and retention (EPR) effect facilitates selective accumulation in tumor tissues, enabling sophisticated imaging and precision-targeted drug delivery systems. This review highlights the remarkable potential of NIRF imaging techniques in molecular diagnostics, emphasizing their ability to differentiate malignant tissues at a molecular level. Additionally, we discuss various NIRF dye classifications, including cyanine and BODIPY-based probes, along with the development of multifunctional agents that enhance imaging specificity and therapeutic effectiveness. The integration of advanced targeting capabilities, including the use of antibodies and small molecules, further improves the precision of these imaging agents. While challenges remain regarding the pharmacokinetics and potential toxicity of nanoparticle-based probes, their capacity for real-time tumor tracking and the promise of multimodal imaging approaches underscore their transformative role in cancer diagnostics and treatment. By advancing the field of theranostics, nanoparticle-enhanced NIRF probes pave the way for personalized medicine and improved patient outcomes in oncology.
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