Predicting DNA damage response in non-small cell lung cancer organoids via simultaneous label-free autofluorescence multiharmonic microscopy
Terrence T. Roh,
Aneesh Alex,
Prasanna M. Chandramouleeswaran,
Janet E. Sorrells,
Alexander Ho,
Rishyashring R. Iyer,
Darold R. Spillman, Jr.,
Marina Marjanovic,
Jason E. Ekert,
BanuPriya Sridharan,
Balabhaskar Prabhakarpandian,
Steve R. Hood,
Stephen A. Boppart
Affiliations
Terrence T. Roh
GSK Center for Optical Molecular Imaging, Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA; In Vitro In Vivo Translation, GSK plc, Collegeville, PA, 19426, USA
Aneesh Alex
GSK Center for Optical Molecular Imaging, Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA; In Vitro In Vivo Translation, GSK plc, Collegeville, PA, 19426, USA
Prasanna M. Chandramouleeswaran
In Vitro In Vivo Translation, GSK plc, Collegeville, PA, 19426, USA
Janet E. Sorrells
GSK Center for Optical Molecular Imaging, Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA; Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
Alexander Ho
GSK Center for Optical Molecular Imaging, Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA; Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
Rishyashring R. Iyer
GSK Center for Optical Molecular Imaging, Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA; Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
Darold R. Spillman, Jr.
GSK Center for Optical Molecular Imaging, Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
Marina Marjanovic
GSK Center for Optical Molecular Imaging, Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA; Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
Jason E. Ekert
In Vitro In Vivo Translation, GSK plc, Collegeville, PA, 19426, USA
BanuPriya Sridharan
In Vitro In Vivo Translation, GSK plc, Collegeville, PA, 19426, USA
Balabhaskar Prabhakarpandian
In Vitro In Vivo Translation, GSK plc, Collegeville, PA, 19426, USA
Steve R. Hood
GSK Center for Optical Molecular Imaging, Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA; In Vitro In Vivo Translation, GSK plc, Stevenage, SG1 2NY, UK
Stephen A. Boppart
GSK Center for Optical Molecular Imaging, Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA; Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA; Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA; Cancer Center at Illinois, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA; Corresponding author. Beckman Institute for Advanced Science and Technology, 405 N. Mathews Ave., Room 4351, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA.
The DNA damage response (DDR) is a fundamental readout for evaluating efficacy of cancer therapeutics, many of which target DNA associated processes. Current techniques to evaluate DDR rely on immunostaining for phosphorylated histone H2AX (γH2AX), which is an indicator of DNA double-strand breaks. While γH2AX immunostaining can provide a snapshot of DDR in fixed cell and tissue samples, this method is technically cumbersome due to temporal monitoring of DDR requiring timepoint replicates, extensive assay development efforts for 3D cell culture samples such as organoids, and time-consuming protocols for γH2AX immunostaining and its evaluation. The goal of this current study is to reduce overall burden on assay duration and development in non-small cell lung cancer (NSCLC) organoids by leveraging label-free multiphoton imaging. In this study, simultaneous label-free autofluorescence multiharmonic (SLAM) microscopy was used to provide rich intracellular information based on endogenous contrasts. SLAM microscopy enables imaging of live samples eliminating the need to generate sacrificial sample replicates and has improved image acquisition in 3D space over conventional confocal microscopy. Predictive modeling between label-free SLAM microscopy and γH2AX immunostained images confirmed strong correlation between SLAM image features and γH2AX signal. Across multiple DNA targeting chemotherapeutics and multiple patient-derived NSCLC organoid lines, the optical redox ratio and third harmonic generation channels were used to robustly predict DDR. Imaging via SLAM microscopy can be used to more rapidly predict DDR in live 3D NSCLC organoids with minimal sample handling and without labeling.