PTEN is encoded by a single gene but multiple protein isoforms arise through alternative mRNA splicing or variations in translation initiation [
18]. The most prevalent one, consisting of 403 amino acids (PTEN 1–403), is the primary form referred to in the literature on human cancers [
19‐
21]. Numerous anti-PTEN monoclonal antibodies are available and have been variably used in breast cancer studies using IHC [
22‐
42]. In addition to the variability in commercial PTEN assays, the broad spectrum of PTEN IHC staining patterns observed in breast cancer may pose diagnostic challenges [
43]. Another potential issue is represented by the handling and processing of tissue samples to obtain reliable and reproducible IHC results [
44,
45]. Pre-analytical variables—such as cold ischemic time, fixation duration, type of fixative used, and storage conditions—can dramatically affect PTEN antigen preservation [
46‐
49]. Moreover, technical aspects of the staining procedure itself—including antigen retrieval methods, the selection of antibody clones, incubation times, temperature, and the detection system—play key roles in determining the intensity and quality of the staining [
49‐
51]. In the post-analytical phase, interobserver variability might further complicate the picture [
52‐
54]. These challenges underscore the need for rigorous quality control measures and the establishment of well-defined, standardized guidelines for PTEN IHC assessment specifically tailored to breast cancer [
20,
55]. The implementation of strict standard operating procedures (SOPs) is pivotal in ensuring consistency and accuracy at every stage—from specimen collection and processing to staining and reporting [
56‐
61]. Participation in external quality assessment (EQA) programs, such as JCI, UK NEQAS, and NordiQC, is highly recommended [
62‐
67]. These programs provide benchmarking against standardized controls and help identify inconsistencies in staining and interpretation.