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Updated: Oct 5, 2025

Author Spotlight: Advancing Pathogen Detection and Disease Assessment in Real-Time Using M-ROSE
Published on: March 1, 2024
Deconvolution microscopy: A platform for rapid on-site evaluation of fine needle aspiration specimens that enables
Haihui Liao1, Todd Sheridan1, Ediz Cosar1
1University of Massachusetts Medical School, Worcester, Massachusetts, USA.
Context:
Rapid on-site evaluation (ROSE) optimises the performance of cytology, but requires skilled handling, and smearing can make the material unavailable for some ancillary tests. There is a need to facilitate ROSE without sacrificing part of the sample.
Objective:
We evaluated the image quality of inexpensive deconvolution fluorescence microscopy for optically sectioning non-smeared fine needle aspiration (FNA) tissue fragments.
Design:
A portion of residual material from 14 FNA samples was stained for 3 min in Hoechst 33342 and Sypro™ Red to label DNA and protein respectively, transferred to an imaging chamber, and imaged at 200× or 400× magnification at 1 micron intervals using a GE DeltaVision inverted fluorescence microscope. A deconvolution algorithm was applied to remove out-of-plane signal, and the resulting images were inverted and pseudocoloured to resemble H&E sections. Five cytopathologists blindly diagnosed 2 to 4 representative image stacks per case (total 70 evaluations), and later compared them to conventional epifluorescent images.
Results:
Accurate definitive diagnoses were rendered in 45 (64%) of 70 total evaluations; equivocal diagnoses (atypical or suspicious) were made in 21 (30%) of the 70. There were two false positive and two false negative "definite" diagnoses in three cases (4/70; 6%). Cytopathologists preferred deconvolved images compared to raw images (P < 0.01). The imaged fragments were recovered and prepared into a ThinPrep or cell block without discernible alteration.
Conclusions:
Deconvolution improves image quality of FNA fragments compared to epifluorescence, often allowing definitive diagnosis while enabling the ROSE material to be subsequently triaged.

