Abstract
Purpose
Methods
Results
Conclusions
Keywords
Introduction
National Comprehensive Cancer Network. NCCN guidelines for treatment of non-small cell lung cancer. https://www.nccn.org/store/login/login.aspx?ReturnURL=https://www.nccn.org/professionals/physician_gls/pdf/nscl.pdf. Accessed June 14, 2018.
Materials and Methods
Study Drug
Study Design
Quantification of TBRs
Statistical Analysis
Results
Subject and Safety Data
ID | Age, y | Sex | Size, cm | Pure vs. Mixed GGO | SUV | Location | Depth, cm | Time to Imaging, h | In Situ TBR | Lesion Diagnosis | Impact of IMI |
---|---|---|---|---|---|---|---|---|---|---|---|
1 | 70 | F | 1.3 | Pure GGO | 0.8 | RLL | 2.0 | 2.97 | 2.6 | Well differentiated, minimally invasive pulmonary adenocarcinoma, lepidic predominant | Close margin detected, tumor within 4 mm of stable line |
2 | 72 | M | 1.7 | GGO–solid component | 1.6 | LUL | 0.6 | 7.73 | 6.2 | Moderately differentiated, invasive pulmonary adenocarcinoma, micropapillary predominant | |
3 | 68 | F | 0.5 | GGO–solid component | 1.0 | RUL | 1.0 | 5.85 | 1.4 | Well differentiated, minimally invasive mucinous adenocarcinoma lepidic predominant | |
4 | 79 | M | 3.7 | GGO–solid component | 2.8 | RUL | 1.3 | 3.48 | 2.2 | Moderately differentiated, invasive pulmonary adenocarcinoma, mixed lepidic and acinar patterns | |
5 | 58 | M | 1.2 | GGO–solid component | 2.7 | RUL | 0.1 | 4.56 | 2.3 | Poorly differentiated, invasive pulmonary adenocarcinoma, papillary predominant | Close margin detected, tumor within 1 mm of stable line |
6 | 72 | M | 1.7 | GGO–solid component | N/A | RUL | 2.7 | 5.70 | 1.2 | Well differentiated, minimally invasive pulmonary adenocarcinoma, lepidic predominant | |
7 | 62 | M | 1.3 | Pure GGO | 3.1 | LUL | 0.2 | 3.80 | 3.3 | Moderately differentiated, invasive pulmonary adenocarcinoma, mixed papillary and lepidic patterns | |
8 | 74 | M | 2.8 | GGO–solid component | 3.4 | RUL | 2.4 | 3.38 | 1.3 | Poorly differentiated, invasive pulmonary adenocarcinoma, lepidic predominant | |
9 | 63 | F | 1.5 | Pure GGO | N/A | RLL | 0.0 | 3.10 | 1.0 | Moderately differentiated, invasive pulmonary adenocarcinoma, mixed papillary, micropapillary and lepidic patterns | |
10 | 73 | F | 1.0 | Pure GGO | 1.0 | LUL | 0.0 | 3.05 | 2.4 | Well differentiated, minimally invasive pulmonary adenocarcinoma, lepidic predominant | Intraoperative localization |
11 | 73 | F | 0.6 | Pure GGO | 1.0 | LLL | 0.2 | 3.27 | 2.5 | Pulmonary adenocarcinoma in situ | Intraoperative localization |
12 | 67 | F | 0.9 | GGO–solid component | 3.1 | LUL | 2.1 | 4.77 | 1.4 | Well differentiated, minimally invasive pulmonary adenocarcinoma, lepidic predominant | |
13 | 67 | F | 1.3 | Pure GGO | 1.6 | LLL | 0.0 | 3.23 | 2.7 | Moderately differentiated, invasive pulmonary adenocarcinoma, mixed acinar and lepidic patterns | |
14 | 54 | F | 1.8 | GGO–solid component | 1.9 | RUL | 0.1 | 2.68 | 3.1 | Moderately differentiated, invasive pulmonary adenocarcinoma, acinar predominant | Intraoperative localization |
15 | 72 | M | 0.9 | Pure GGO | 1.2 | RUL | 0.0 | 2.22 | 5.4 | Moderately differentiated, invasive pulmonary adenocarcinoma, papillary predominant | Intraoperative localization |
16 | 59 | F | 1.2 | Pure GGO | 7.2 | RLL | 0.0 | 6.45 | 5.5 | Granuloma | Intraoperative localization |
17 | 54 | F | 1.4 | Pure GGO | N/A | LLL | 0.2 | 2.95 | 2.4 | Moderately differentiated, invasive pulmonary adenocarcinoma, mixed lepidic and acinar patterns | |
18 | 72 | F | 2.6 | GGO–solid component | 2.4 | RLL | 0.0 | 3.20 | 3.1 | Moderately differentiated, invasive pulmonary adenocarcinoma, mixed papillary, lepidic, micropapillary and acinar patterns | Close margin detected, tumor within 6 mm of staple line |
19 | 80 | F | 0.9 0.4 | GGO–solid component GGO–solid component | N/A N/A | LUL LUL | 0.0 0.0 | 3.16 | 3.4 5.6 | Pulmonary adenocarcinoma in situ Well differentiated, minimally invasive pulmonary adenocarcinoma, lepidic predominant | Intraoperative localization of synchronous minimally invasive adenocarcinoma (4 mm) |
20 | 73 | F | 1.4 | GGO–solid component | 5.8 | LLL | 1.7 | 1.98 | 2.1 | Well differentiated, minimally invasive pulmonary adenocarcinoma, lepidic predominant |
GGOs Display Fluorescence during FR-IMI


Applications of FR-IMI: Minimally Invasive Localization

Applications of FR-IMI: Margin Assessment

Histopathologic and Clinical Variables Predicting Fluorescence of GGOs during FR-IMI
Variables | In Situ Fluorescence | |
---|---|---|
OR (95% CI) | p Value | |
Depth | ||
≥2.0 cm | Ref | |
<2 cm × ≥1 cm | 10.1 (0.221–162.53) | 0.29 |
<1.0 cm | 60.5 (1.86–817.62) | 0.01 |
Subtype | ||
Lepidic | Ref. | |
Other/mixed | 6.75 (0.52–86.56) | 0.15 |
GGO type | ||
Pure GGO | Ref | |
GGO solid component | 0.25 (0.02–2.75) | 0.22 |
FDG–avid | ||
Yes | Ref. | |
No | 2.33 (0.16–32.6) | 0.51 |
Age | ||
>1.0 cm | Ref. | |
≤1.0 cm | 0.51 (0.06–4.00) | 0.53 |
Sex | ||
Male | Ref | |
Female | 1.46 (0.18–11.72) | 0.71 |
Size | ||
>1.0 cm | Ref. | |
≤1.0 cm | 0.68 (0.08–5.44) | 0.72 |
Differentiation | ||
In situ/well | Ref. | |
Moderately/poorly | 0.76 (0.09–5.95) | 0.79 |
Discussion
- Gilmore D.M.
- Khullar O.V.
- Jaklitsch M.T.
- Chirieac L.R.
- Frangioni J.V.
- Colson Y.L.
- Gilmore D.M.
- Khullar O.V.
- Jaklitsch M.T.
- Chirieac L.R.
- Frangioni J.V.
- Colson Y.L.
Acknowledgments
Supplementary Material
- Supplementary Figure 1
References
- A nomogram for predicting the risk of invasive pulmonary adenocarcinoma for patients with solitary peripheral subsolid nodules.J Thorac Cardiovasc Surg. 2017; 153: 462-469.e1
- Sublobar resection is equivalent to lobectomy for clinical stage 1A lung cancer in solid nodules.J Thorac Cardiovasc Surg. 2014; 147 ([discussion: 762–764]): 754-762
National Comprehensive Cancer Network. NCCN guidelines for treatment of non-small cell lung cancer. https://www.nccn.org/store/login/login.aspx?ReturnURL=https://www.nccn.org/professionals/physician_gls/pdf/nscl.pdf. Accessed June 14, 2018.
- Novel methods of intraoperative localization and margin assessment of pulmonary nodules.Semin Thorac Cardiovasc Surg. 2016; 28: 127-136
- Comparative effectiveness and safety of preoperative lung localization for pulmonary nodules: a systematic review and meta-analysis.Chest. 2017; 151: 316-328
- Comparative safety and effectiveness of denosumab versus zoledronic acid in patients with osteoporosis: a cohort study.J Bone Miner Res. 2017; 32: 611-617
- In patients undergoing video-assisted thoracoscopic surgery excision, what is the best way to locate a subcentimetre solitary pulmonary nodule in order to achieve successful excision?.Interact Cardiovasc Thorac Surg. 2012; 15: 266-272
- A phase I clinical trial of targeted intraoperative molecular imaging for pulmonary adenocarcinomas.Ann Thorac Surg. 2018; 105: 901-908
- Intraoperative molecular imaging combined with positron emission tomography improves surgical management of peripheral malignant pulmonary nodules.Ann Surg. 2017; 266: 479-488
- Identification of metastatic nodal disease in a phase 1 dose-escalation trial of intraoperative sentinel lymph node mapping in non-small cell lung cancer using near-infrared imaging.J Thorac Cardiovasc Surg. 2013; 46 ([discussion 569–570]): 562-570
- A novel minimally invasive near-infrared thoracoscopic localization technique of small pulmonary nodules: a phase I feasibility trial.J Thorac Cardiovasc Surg. 2017; 154: 702-711
- Folate receptor expression in carcinomas and normal tissues determined by a quantitative radioligand binding assay.Anal Biochem. 2005; 338: 284-293
- An open label trial of folate receptor-targeted intraoperative molecular imaging to localize pulmonary squamous cell carcinomas.Oncotarget. 2018; 9: 13517-13529
- Utilization of targeted near-infrared molecular imaging to improve pulmonary metastasectomy of osteosarcomas.J Biomed Opt. 2018; 23: 1-4
- Metastatic status of sentinel lymph nodes in melanoma determined noninvasively with multispectral optoacoustic imaging.Sci Transl Med. 2015; 7: 317ra199
Article info
Publication history
Footnotes
Disclosure: Dr. Low is a board member at OnTarget Laboratories, the producers of the study drug. The remaining authors declare no conflict of interest.
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