Advances in nanotechnology and medical science have spurred the development of engineered nanomaterials and nanoparticles with particular focus on their applications in biomedicine. In particular, gold nanoparticles (AuNPs) have been the focus of great interest, due to their exquisite intrinsic properties, such as ease of synthesis and surface functionalization, tunable size and shape, lack of acute toxicity and favorable optical, electronic, and physicochemical features, which possess great value for application in biodetection and diagnostics purposes, including molecular sensing, photoimaging, and application under the form of portable and simple biosensors (e.g., lateral flow immunoassays that have been extensively exploited during the current COVID-19 pandemic). We shall discuss the main properties of AuNPs, their synthesis and conjugation to biorecognition moieties, and the current trends in sensing and detection in biomedicine and diagnostics. This article is categorized under: Diagnostic Tools > Biosensing Diagnostic Tools > In Vitro Nanoparticle-Based Sensing Diagnostic Tools > In Vivo Nanodiagnostics and Imaging K E Y W O R D S biodetection, bioimaging, diagnostics, gold nanoparticles, nanomedicine 1 | INTRODUCTION 1.1 | Nanoparticles for diagnosticsNanoparticle-based diagnosis has relied strongly on the continuous progresses in nanoscience and nanotechnology, particularly on the discovery and characterization of new nanomaterials and their applications in biomedicine. Several of these developments have stemmed from the fundamental research on the properties and functions of nanomaterials, where metal nanoparticles have a prominent position, particularly those of gold, iron, silver, platinum, copper, and cobalt (Doria et al., 2012;Habibullah et al., 2021).Beatriz B. Oliveira and Daniela Ferreira contributed equally to this study.