Automated paraffin embedding of tissue samples significantly reduces overall workflow time in routine pathology practice

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Authors: Alessandro Gambella, Laura Zito, Cristina Bottaro, Michele Paudice, Giulia Tacchino, Viviana Accorrà, Claudio Piccione, Martina Terrile, Anna Silvana Bevere, Barbara Massa, Silvia Bozzano, Federica Grillo
+1 more Luca Mastracci
Cited by: 1
References: 11

Abstract

Objective: Automated paraffin embedding (AE) offers a solution to the operator-dependent variability and time demands manual embedding (ME), but comparative data are limited. Methods: We quantitatively assessed AE versus ME using 186 endoscopic biopsies, 106 needle biopsies, and 62 transurethral resections, recording the time (seconds, s) required for preparation, embedding, trimming, and sectioning. Results: AE substantially reduced embedding time (5 s for all sample types) compared with ME (43 s for endoscopic biopsies, 66.5 s for needle biopsies, and 105 s for transurethral samples), and it allowed laboratory technicians to perform other tasks concurrently. AE also shortened total time: 150.2 s (AE) vs. 250.4 s (ME) for endoscopic biopsies, 176.9 s (AE) vs. 324.2 s (ME) for needle biopsies, and 149.5 s (AE) vs. 335 s (ME) for transurethral resections. Conclusions: These real-world data provide quantitative evidence of AE-related time savings in daily routine activity, supporting its role in workflow automation and standardization in pathology units.

Fields of Study & Subjects

Clinical Laboratory Practices and Quality Control AI in cancer detection Electronic Health Records Systems

Publication details

Journal / source
Pathologica
Publisher
Siapec Servizi Srl
Volume
118
Issue
1
Pages
30–37
Publication date
1 March 2026
Language
EN