What Is the Significance of Indeterminate Pulmonary Nodules in High-Grade Soft Tissue Sarcomas? A Retrospective Cohort Study
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Siegel, R.; Naishadham, D.; Jemal, A. Cancer statistics, 2013. CA A Cancer J. Clin. 2013, 63, 11–30. [Google Scholar] [CrossRef] [Green Version]
- Cool, P.; Grimer, R.; Rees, R. Surveillance in patients with sarcoma of the extremities. Eur. J. Surg. Oncol. 2005, 31, 1020–1024. [Google Scholar] [CrossRef] [PubMed]
- Nakamura, T.; Matsumine, A.; Matsusaka, M.; Mizumoto, K.; Mori, M.; Yoshizaki, T.; Matsubara, T.; Asanuma, K.; Sudo, A. Analysis of pulmonary nodules in patients with high-grade soft tissue sarcomas. PLoS ONE 2017, 12, e0172148. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Billingsley, K.G.; Burt, M.E.; Jara, E.; Ginsberg, R.J.; Woodruff, J.M.; Leung, D.H.; Brennan, M.F. Pulmonary metastases from soft tissue sarcoma: Analysis of patterns of diseases and postmetastasis survival. Ann. Surg. 1999, 229, 602–610, Discussion 610–602. [Google Scholar] [CrossRef] [PubMed]
- Rissing, S.; Rougraff, B.T.; Davis, K. Indeterminate pulmonary nodules in patients with sarcoma affect survival. Clin. Orthop. Relat. Res. 2007, 459, 118–121. [Google Scholar] [CrossRef]
- Saifuddin, A.; Shafiq, H.; Rajakulasingam, R.; Tan, A.; O’Donnell, P.; Khoo, M. A review of staging chest CT in trunk and extremity soft tissue sarcoma. Br. J. Radiol. 2021, 94, 20201109. [Google Scholar] [CrossRef]
- Dangoor, A.; Seddon, B.; Gerrand, C.; Grimer, R.; Whelan, J.; Judson, I. UK guidelines for the management of soft tissue sarcomas. Clin. Sarcoma Res. 2016, 6, 20. [Google Scholar] [CrossRef] [Green Version]
- Casali, P.G.; Abecassis, N.; Aro, H.T.; Bauer, S.; Biagini, R.; Bielack, S.; Bonvalot, S.; Boukovinas, I.; Bovee, J.; Brodowicz, T.; et al. Soft tissue and visceral sarcomas: ESMO-EURACAN Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann. Oncol. 2018, 29, iv51–iv67. [Google Scholar] [CrossRef]
- Lim, H.J.; Johnny Ong, C.-A.; Tan, J.W.-S.; Ching Teo, M.C. Utility of positron emission tomography/computed tomography (PET/CT) imaging in the evaluation of sarcomas: A systematic review. Crit. Rev. Oncol./Hematol. 2019, 143, 1–13. [Google Scholar] [CrossRef]
- Fortes, D.L.; Allen, M.S.; Lowe, V.J.; Shen, K.R.; Wigle, D.A.; Cassivi, S.D.; Nichols, F.C.; Deschamps, C. The sensitivity of 18F-fluorodeoxyglucose positron emission tomography in the evaluation of metastatic pulmonary nodules. Eur. J. Cardio-Thorac. Surg. 2008, 34, 1223–1227. [Google Scholar] [CrossRef]
- Fletcher, C.; Bridge, J.A.; Hogendoorn, P.C.W.; Mertens, F. WHO Classification of Tumours of Soft Tissue and Bone: WHO Classification of Tumours; World Health Organization: Geneva, Switzerland, 2013; Volume 5. [Google Scholar]
- Coindre, J.M.; Nguyen, B.B.; Bonichon, F.; De Mascarel, I.; Trojani, M. Histopathologic grading in spindle cell soft tissue sarcomas. Cancer 1988, 61, 2305–2309. [Google Scholar] [CrossRef]
- Tsoi, K.M.; Lowe, M.; Tsuda, Y.; Lex, J.R.; Fujiwara, T.; Almeer, G.; Gregory, J.; Stevenson, J.; Evans, S.E.; Botchu, R.; et al. How Are Indeterminate Pulmonary Nodules at Diagnosis Associated with Survival in Patients with High-Grade Osteosarcoma? Clin. Orthop. Relat. Res. 2021, 479, 298–308. [Google Scholar] [CrossRef]
- Ghosh, K.M.; Lee, L.H.; Beckingsale, T.B.; Gerrand, C.H.; Rankin, K.S. Indeterminate nodules in osteosarcoma: What’s the follow-up? Br. J. Cancer 2018, 118, 634–638. [Google Scholar] [CrossRef] [Green Version]
- Tsoi, K.M.; Tan, D.; Stevenson, J.; Evans, S.; Jeys, L.M.; Botchu, R. Indeterminate pulmonary nodules are not associated with worse overall survival in Ewing Sarcoma. J. Clin. Orthop. Trauma 2021, 16, 58–64. [Google Scholar] [CrossRef] [PubMed]
- Hanamiya, M.; Aoki, T.; Yamashita, Y.; Kawanami, S.; Korogi, Y. Frequency and significance of pulmonary nodules on thin-section CT in patients with extrapulmonary malignant neoplasms. Eur. J. Radiol. 2012, 81, 152–157. [Google Scholar] [CrossRef]
- Mayo, Z.; Kennedy, S.; Gao, Y.; Miller, B.J. What Is the Clinical Importance of Incidental Findings on Staging CT Scans in Patients With Sarcoma? Clin. Orthop. Relat. Res. 2019, 477, 730–737. [Google Scholar] [CrossRef]
- Stojadinovic, A.; Leung, D.H.Y.; Hoos, A.; Jaques, D.P.; Lewis, J.J.; Brennan, M.F. Analysis of the prognostic significance of microscopic margins in 2,084 localized primary adult soft tissue sarcomas. Ann. Surg. 2002, 235, 424–434. [Google Scholar] [CrossRef]
- The SAFETY Investigators. The Surveillance After Extremity Tumor Surgery (SAFETY) trial: Protocol for a pilot study to determine the feasibility of a multi-centre randomised controlled trial. BMJ Open 2019, 9, e029054. [Google Scholar] [CrossRef] [Green Version]
- Gamboa, A.C.; Ethun, C.G.; Switchenko, J.M.; Lipscomb, J.; Poultsides, G.A.; Grignol, V.; Howard, J.H.; Gamblin, T.C.; Roggin, K.K.; Votanopoulos, K.; et al. Lung Surveillance Strategy for High-Grade Soft Tissue Sarcomas: Chest X-Ray or CT Scan? J. Am. Coll Surg. 2019, 229, 449–457. [Google Scholar] [CrossRef] [PubMed]
- Brookes, M.J.; Roundhill, E.A.; Jeys, L.; Parry, M.; Burchill, S.A.; Rankin, K.S. Membrane-type 1 matrix metalloproteinase as predictor of survival and candidate therapeutic target in Ewing sarcoma. Pediatr. Blood Cancer 2022, 69, e29959. [Google Scholar] [CrossRef] [PubMed]
- Gonzalez-Molina, J.; Gramolelli, S.; Liao, Z.; Carlson, J.W.; Ojala, P.M.; Lehti, K. MMP14 in Sarcoma: A Regulator of Tumor Microenvironment Communication in Connective Tissues. Cells 2019, 8, 991. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Uchibori, M.; Nishida, Y.; Nagasaka, T.; Yamada, Y.; Nakanishi, K.; Ishiguro, N. Increased expression of membrane-type matrix metalloproteinase-1 is correlated with poor prognosis in patients with osteosarcoma. Int. J. Oncol. 2006, 28, 33–42. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Liu, M.; Qi, Y.; Zhao, L.; Chen, D.; Zhou, Y.; Zhou, H.; Lv, Y.; Zhang, L.; Jin, S.; Li, S.; et al. Matrix metalloproteinase-14 induces epithelial-to-mesenchymal transition in synovial sarcoma. Hum. Pathol. 2018, 80, 201–209. [Google Scholar] [CrossRef]
- Pringle, T.A.; Chan, C.D.; Luli, S.; Blair, H.J.; Rankin, K.S.; Knight, J.C. Synthesis and In Vivo Evaluation of a Site-specifically Labeled Radioimmunoconjugate for Dual-Modal (PET/NIRF) Imaging of MT1-MMP in Sarcomas. Bioconjug. Chem. 2022, 33, 1564–1573. [Google Scholar] [CrossRef]
- Manafi-Farid, R.; Ataeinia, B.; Ranjbar, S.; Jamshidi Araghi, Z.; Moradi, M.M.; Pirich, C.; Beheshti, M. ImmunoPET: Antibody-Based PET Imaging in Solid Tumors. Front. Med. 2022, 9, 916693. [Google Scholar] [CrossRef] [PubMed]
- Brookes, M.J.; Chan, C.D.; Nicoli, F.; Crowley, T.P.; Ghosh, K.M.; Beckingsale, T.; Saleh, D.; Dildey, P.; Gupta, S.; Ragbir, M.; et al. Intraoperative Near-Infrared Fluorescence Guided Surgery Using Indocyanine Green (ICG) for the Resection of Sarcomas May Reduce the Positive Margin Rate: An Extended Case Series. Cancers 2021, 13, 6284. [Google Scholar] [CrossRef]
- Gong, M.F.; Li, W.T.; Bhogal, S.; Royes, B.; Heim, T.; Silvaggio, M.; Malek, M.; Dhupar, R.; Lee, S.J.; McGough, R.L.; et al. Intraoperative Evaluation of Soft Tissue Sarcoma Surgical Margins with Indocyanine Green Fluorescence Imaging. Cancers 2023, 15, 582. [Google Scholar] [CrossRef]
- Schreuder, A.; Scholten, E.T.; Van Ginneken, B.; Jacobs, C. Artificial intelligence for detection and characterization of pulmonary nodules in lung cancer CT screening: Ready for practice? Transl. Lung Cancer Res. 2021, 10, 2378–2388. [Google Scholar] [CrossRef]
- Koh, D.M.; Papanikolaou, N.; Bick, U.; Illing, R.; Kahn, C.E., Jr.; Kalpathi-Cramer, J.; Matos, C.; Martí-Bonmatí, L.; Miles, A.; Mun, S.K.; et al. Artificial intelligence and machine learning in cancer imaging. Commun. Med. 2022, 2, 133. [Google Scholar] [CrossRef]
Characteristic | |
---|---|
Mean age, years (range) | 61.9 (2–97) |
Gender, number (%) | |
Male | 243 (62.4%) |
Female | 146 (37.6%) |
Location, number (%) | |
Lower limb | 223 (57.3%) |
Upper limb | 69 (17.7%) |
Trunk | 87 (22.4%) |
Head and neck | 10 (2.6%) |
Histological subtype, number (%) | |
Angiosarcoma | 38 (9.8%) |
Extra-skeletal Ewing sarcoma | 9 (2.3%) |
Leiomyosarcoma | 42 (10.8%) |
Liposarcoma | 32 (8.2%) |
MPNST | 0 (2.6%) |
Myxofibrosarcoma | 100 (25.7%) |
Rhabdomyosarcoma | 19 (4.9%) |
Synovial sarcoma | 28 (7.2%) |
Undifferentiated pleomorphic sarcoma | 100 (25.7%) |
Other | 11 (3.8%) |
FNCLCC grade, number (%) | |
Grade 2 | 111 (28.5%) |
Grade 3 | 278 (71.5%) |
Size | |
<5 cm | 121 (31.1%) |
≥5 cm | 268 (68.9%) |
Depth relative to fascia | |
Superficial | 179 (46.0%) |
Deep | 210 (54.0%) |
Clinical Outcome of IPNs (n = 134) | ||||
---|---|---|---|---|
Stable (n = 107) | Progressed (n = 27) | p Value | ||
IPN number | 1 | 66 | 9 | 0.010 * |
>1 | 41 | 18 | ||
IPN size ≥ 5 mm | 1 | 74 | 11 | 0.008 * |
>1 | 33 | 16 | ||
Bilateral IPNs | No | 83 | 15 | 0.029 * |
Yes | 24 | 12 | ||
Primary size ≥ 5 cm | No | 40 | 3 | 0.010 * |
Yes | 67 | 24 | ||
Primary grade | 2 | 40 | 2 | 0.002 * |
3 | 67 | 25 | ||
Primary depth | Superficial | 53 | 7 | 0.032 * |
Deep | 54 | 20 |
Progression of IPNs | ||||
---|---|---|---|---|
Univariate | Multivariate | |||
HR | p Value | HR | p Value | |
IPN number ≥ 1 | 2.76 | 0.013 * | 2.29 | 0.087 |
IPN size ≥ 5 mm | 2.96 | 0.006 * | 2.37 | 0.030 * |
Bilateral IPNs | 2.43 | 0.022 * | 1.66 | 0.282 |
Primary size ≥ 5 cm | 4.55 | 0.014 * | 2.58 | 0.160 |
Primary grade | 6.79 | 0.009 * | 6.07 | 0.015 * |
Primary depth | 2.46 | 0.041 * | 1.71 | 0.280 |
Overall Survival | ||||
---|---|---|---|---|
Univariate | Multivariate | |||
HR | p Value | HR | p Value | |
Primary size ≥ 5 cm | 3.60 | <0.001 * | 3.03 | <0.001 * |
Primary grade | 2.74 | <0.001 * | 2.25 | <0.001 * |
Primary depth | 1.48 | 0.011 * | 1.01 | 0.947 |
IPN status | 1.23 | 0.190 | 1.31 | 0.080 |
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Brookes, M.J.; Chan, C.D.; Crowley, T.P.; Ragbir, M.; Beckingsale, T.; Ghosh, K.M.; Rankin, K.S. What Is the Significance of Indeterminate Pulmonary Nodules in High-Grade Soft Tissue Sarcomas? A Retrospective Cohort Study. Cancers 2023, 15, 3531. https://doi.org/10.3390/cancers15133531
Brookes MJ, Chan CD, Crowley TP, Ragbir M, Beckingsale T, Ghosh KM, Rankin KS. What Is the Significance of Indeterminate Pulmonary Nodules in High-Grade Soft Tissue Sarcomas? A Retrospective Cohort Study. Cancers. 2023; 15(13):3531. https://doi.org/10.3390/cancers15133531
Chicago/Turabian StyleBrookes, Marcus J., Corey D. Chan, Timothy P. Crowley, Maniram Ragbir, Thomas Beckingsale, Kanishka M. Ghosh, and Kenneth S. Rankin. 2023. "What Is the Significance of Indeterminate Pulmonary Nodules in High-Grade Soft Tissue Sarcomas? A Retrospective Cohort Study" Cancers 15, no. 13: 3531. https://doi.org/10.3390/cancers15133531
APA StyleBrookes, M. J., Chan, C. D., Crowley, T. P., Ragbir, M., Beckingsale, T., Ghosh, K. M., & Rankin, K. S. (2023). What Is the Significance of Indeterminate Pulmonary Nodules in High-Grade Soft Tissue Sarcomas? A Retrospective Cohort Study. Cancers, 15(13), 3531. https://doi.org/10.3390/cancers15133531