To cite package ‘PIUMA’ in publications use: Chiesa M, Dagliati A, Gerbasi A, Albi G, Ballarini L, Piacentini L, Leonardi C (2026). _PIUMA: Phenotypes Identification Using Mapper from topological data Analysis_. R package version 1.8.0, . A BibTeX entry for LaTeX users is @Manual{, title = {PIUMA: Phenotypes Identification Using Mapper from topological data Analysis}, author = {Mattia Chiesa and Arianna Dagliati and Alessia Gerbasi and Giuseppe Albi and Laura Ballarini and Luca Piacentini and Carlo Leonardi}, year = {2026}, note = {R package version 1.8.0}, url = {https://bioconductor.org/packages/PIUMA}, }