Tissue microarrays have become widely adopted for effective parallel in situ analysis of hundreds of tissues placed onto single slides. Traditionally, tissue core punches are transferred into predrilled holes within a scaffold block of paraffin or other material, and sectioned transversely by a microtome to generate array sections. While core-based arraying has greatly advanced tissue analyses, some of the limitations include restricted feature sizes and numbers, variable core depths of unpredictable tissue quality and inability to array thin-walled, stratified tissue samples such as intestines, vessels or skin. Overcoming these limitations, the authors have developed a practical arraying method that combines serial cutting and edge-to-edge bonding of samples to assemble a scaffold-free array matrix -- cutting-edge matrix assembly. Using cutting-edge matrix assembly, the authors have successfully placed more than 10,000 individual tissue pieces on a single histology glass slide. The potential biomedical utility and ongoing efforts to further develop the assembly technology and analysis of high-density cutting-edge matrix assembly tissue microarrays is discussed.