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OtherClinical Investigations (Human)
Open Access

Factors for differential outcome across cancers in clinical molecular-targeted fluorescence imaging

Quan Zhou, Nynke S. van den Berg, Wenying Kang, Jacqueline Pei, Naoki Nishio, Stan van Keulen, Myrthe A. Engelen, Yu-Jin Lee, Marisa Hom, Johana C. M. Vega Leonel, Zachary Hart, Hannes Vogel, Romain Cayrol, Brock A. Martin, Mark Roesner, Glenn Shields, Natalie Lui, Melanie Hayden Gephart, Roan C. Raymundo, Grace Yi, Monica Granucci, Gerald A. Grant, Gordon Li and Eben L. Rosenthal
Journal of Nuclear Medicine March 2022, jnumed.121.263674; DOI: https://doi.org/10.2967/jnumed.121.263674
Quan Zhou
1 Department of Neurosurgery, Stanford University School of Medicine, United States;
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Nynke S. van den Berg
2 Department of Otolaryngology, Stanford University School of Medicine;
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Wenying Kang
2 Department of Otolaryngology, Stanford University School of Medicine;
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Jacqueline Pei
2 Department of Otolaryngology, Stanford University School of Medicine;
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Naoki Nishio
3 Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine;
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Stan van Keulen
4 Department of Oral and Maxillofacial Surgery and Oral Pathology, Amsterdam UMC;
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Myrthe A. Engelen
5 Department of Mechanical Engineering, Delft University of Technology;
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Yu-Jin Lee
2 Department of Otolaryngology, Stanford University School of Medicine;
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Marisa Hom
2 Department of Otolaryngology, Stanford University School of Medicine;
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Johana C. M. Vega Leonel
1 Department of Neurosurgery, Stanford University School of Medicine, United States;
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Zachary Hart
2 Department of Otolaryngology, Stanford University School of Medicine;
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Hannes Vogel
6 Department of Pathology, Stanford University;
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Romain Cayrol
6 Department of Pathology, Stanford University;
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Brock A. Martin
6 Department of Pathology, Stanford University;
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Mark Roesner
7 Stanford Health Care, Stanford University Medical Center;
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Glenn Shields
7 Stanford Health Care, Stanford University Medical Center;
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Natalie Lui
8 Department of Cardiothoracic Surgery, Stanford University Medical Center;
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Melanie Hayden Gephart
1 Department of Neurosurgery, Stanford University School of Medicine, United States;
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Roan C. Raymundo
9 Cancer Clinical Trials Office, Stanford University School of Medicine
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Grace Yi
9 Cancer Clinical Trials Office, Stanford University School of Medicine
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Monica Granucci
9 Cancer Clinical Trials Office, Stanford University School of Medicine
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Gerald A. Grant
1 Department of Neurosurgery, Stanford University School of Medicine, United States;
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Gordon Li
1 Department of Neurosurgery, Stanford University School of Medicine, United States;
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Eben L. Rosenthal
7 Stanford Health Care, Stanford University Medical Center;
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Abstract

Clinical imaging performance using a fluorescent antibody was compared across three cancers to elucidate physical and biological factors contributing to differential translation of epidermal growth factor receptor (EGFR) expression to macroscopic fluorescence in tumors. Methods: Thirty-one patients with high-grade glioma (HGG, n = 5), head-and-neck squamous cell carcinoma (HNSCC, n = 23) or lung adenocarcinoma (LAC, n = 3) were systemically infused with 50 mg panitumumab-IRDye800, 1 – 3 days prior to surgery. Intraoperative open-field fluorescent images of the surgical field were acquired, where imaging device settings and operating room lighting conditions were tested on tissue-mimicking phantoms. Fluorescence contrast and margin size were measured on resected specimen surface. Antibody distribution and EGFR immunoreactivity were characterized in macroscopic and microscopic histological structures. Integrity of the blood-brain barrier (BBB) was examined via tight junction protein (claudin-5) expression with immunohistochemistry. Stepwise multivariate linear regression of biological variables was performed to identify independent predictors of panitumumab-IRDye800 concentration in tissue. Results: Optimally acquired at the lowest gain for tumor detection with ambient light, intraoperative fluorescence imaging enhanced tissue-size dependent tumor contrast by 5.2-fold, 3.4-fold and 1.4-fold in HGG, HNSCC and LAC, respectively. Tissue surface fluorescence target-to-background ratio correlated with margin size and identified 78 – 97% of at-risk resection margins ex vivo. In 4 µm-thick tissue sections, fluorescence detected tumor with 0.85 – 0.89 areas under the receiver operating characteristic curves. Preferential breakdown of BBB in HGG improved tumor specificity of intratumoral antibody distribution relative to that of EGFR (96% vs 80%) despite its reduced concentration (3.9 ng/mg tissue) compared to HNSCC (8.1 ng/mg) and LAC (6.3 ng/mg). Cellular EGFR expression, tumor cell density, plasma antibody concentration and delivery barrier were independently associated with local intratumoral panitumumab-IRDye800 concentration with 0.62 goodness-of-fit of prediction. Conclusion: In multi-cancer clinical imaging of receptor-ligand based molecular probe, plasma antibody concentration, delivery barrier, as well as intratumoral EGFR expression driven by cellular biomarker expression and tumor cell density, led to heterogeneous intratumoral antibody accumulation and spatial distribution while tumor size, resection margin, and intraoperative imaging settings substantially influenced macroscopic tumor contrast.

  • Molecular Imaging
  • Oncology: Brain
  • Oncology: Head and neck
  • Oncology: Lung
  • Optical
  • clinical fluorescence imaging
  • epidermal growth factor receptor
  • multi-cancer surgical imaging
  • panitumumab-IRDye800
  • physical and biological factors

Footnotes

  • Immediate Open Access: Creative Commons Attribution 4.0 International License (CC BY) allows users to share and adapt with attribution, excluding materials credited to previous publications. License: https://creativecommons.org/licenses/by/4.0/. Details: https://jnm.snmjournals.org/page/permissions.

  • Copyright © 2022 by the Society of Nuclear Medicine and Molecular Imaging, Inc.

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Journal of Nuclear Medicine: 66 (3)
Journal of Nuclear Medicine
Vol. 66, Issue 3
March 1, 2025
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Factors for differential outcome across cancers in clinical molecular-targeted fluorescence imaging
Quan Zhou, Nynke S. van den Berg, Wenying Kang, Jacqueline Pei, Naoki Nishio, Stan van Keulen, Myrthe A. Engelen, Yu-Jin Lee, Marisa Hom, Johana C. M. Vega Leonel, Zachary Hart, Hannes Vogel, Romain Cayrol, Brock A. Martin, Mark Roesner, Glenn Shields, Natalie Lui, Melanie Hayden Gephart, Roan C. Raymundo, Grace Yi, Monica Granucci, Gerald A. Grant, Gordon Li, Eben L. Rosenthal
Journal of Nuclear Medicine Mar 2022, jnumed.121.263674; DOI: 10.2967/jnumed.121.263674

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Factors for differential outcome across cancers in clinical molecular-targeted fluorescence imaging
Quan Zhou, Nynke S. van den Berg, Wenying Kang, Jacqueline Pei, Naoki Nishio, Stan van Keulen, Myrthe A. Engelen, Yu-Jin Lee, Marisa Hom, Johana C. M. Vega Leonel, Zachary Hart, Hannes Vogel, Romain Cayrol, Brock A. Martin, Mark Roesner, Glenn Shields, Natalie Lui, Melanie Hayden Gephart, Roan C. Raymundo, Grace Yi, Monica Granucci, Gerald A. Grant, Gordon Li, Eben L. Rosenthal
Journal of Nuclear Medicine Mar 2022, jnumed.121.263674; DOI: 10.2967/jnumed.121.263674
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Keywords

  • molecular imaging
  • Oncology: Brain
  • oncology: head and neck
  • Oncology: Lung
  • optical
  • clinical fluorescence imaging
  • epidermal growth factor receptor
  • multi-cancer surgical imaging
  • panitumumab-IRDye800
  • physical and biological factors
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