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Updated: Jun 27, 2026

Pioneering Patient-Specific Approaches for Precision Surgery Using Imaging and Virtual Reality
Published on: April 5, 2024
Precision at the Margin: Innovations and Challenges in Intraoperative Molecular Imaging for Thoracic Surgery
Emily P Rabinovich1, Linda W Martin1,2
1Department of Surgery, University of Virginia Health System, Charlottesville, VA 22908, USA.
Abstract:
Tumor localization during pulmonary surgery has become increasingly challenging with the earlier detection of smaller and smaller lung nodules. Concomitantly, minimally invasive surgical (MIS) techniques have been increasingly adopted within the field of thoracic surgical oncology. Surgeons face growing challenges not only with locating these small tumors, but also with immediate margin assessment, reduced tactile feedback, and nodal assessment. Intraoperative molecular imaging (IMI) has emerged as a promising adjunct to address these challenges by enabling real-time visualization of malignant tissue during pulmonary resection. In its current form, IMI integrates systemically administered, tumor-targeting near-infrared fluorophores with fluorescence-capable imaging platforms to enhance intraoperative decision-making. Early clinical experiences in thoracic surgery suggest particular utility in the localization of small or nonpalpable pulmonary nodules and for improved margin assessment during MIS. Despite encouraging preliminary data, widespread adoption of IMI remains limited by biologic variability in target expression, optical depth constraints, false-positive fluorescence in inflammatory tissue, and challenges in workflow integration. Applications for nodal evaluation, staging, and longer-term oncologic outcome improvement remain investigational. Addressing these multifaceted barriers will be essential for the translation of IMI from a promising, experimental adjunct to a more broadly implementable surgical technology. This work summarizes the current state of IMI in thoracic surgical oncology, highlighting key translational studies, established and emerging clinical applications, and critical limitations within the current landscape. The authors also outline future directions for the field, including quantitative fluorescence interpretation, standardized reporting, and outcomes-driven clinical trials evaluating margin adequacy, recurrence, staging impact, and cost-effectiveness to support widespread evidence-based implementation.
Insights
Intraoperative molecular imaging (IMI) aids surgeons in locating small lung tumors during minimally invasive surgery. While promising, challenges like variable target expression and workflow integration hinder its widespread adoption in thoracic oncology.
Area of Science:
- Thoracic surgical oncology
- Medical imaging
- Surgical technology
Background:
- Lung nodule detection is challenging due to smaller sizes and increased use of minimally invasive surgery (MIS).
- Surgeons face difficulties in tumor localization, margin assessment, and nodal evaluation during pulmonary resections.
- Intraoperative molecular imaging (IMI) offers real-time visualization of malignant tissue to aid decision-making.
Purpose of the Study:
- To review the current state of intraoperative molecular imaging in thoracic surgical oncology.
- To highlight key translational studies, clinical applications, and limitations of IMI.
- To outline future directions for IMI implementation in pulmonary surgery.
Main Methods:
- Systemic administration of tumor-targeting near-infrared fluorophores.
- Integration with fluorescence-capable imaging platforms for real-time visualization.
- Review of early clinical experiences and translational studies in thoracic surgery.
Main Results:
- IMI shows utility in localizing small/nonpalpable pulmonary nodules and improving margin assessment in MIS.
- Limitations include variable target expression, optical depth issues, false positives in inflammatory tissue, and workflow integration challenges.
- Nodal evaluation and staging applications are still investigational.
Conclusions:
- IMI is a promising adjunct for pulmonary resection, but barriers to adoption must be addressed.
- Future research should focus on quantitative fluorescence, standardized reporting, and outcomes-driven trials.
- Evidence-based implementation requires evaluation of margin adequacy, recurrence, staging, and cost-effectiveness.

