Published May 21, 2026 | Version v1

Postoperative circulating cell-free DNA (cfDNA) dynamics as an early indicator of molecular residual disease in lung cancer: preliminary results and correlation with TNM status, adjuvant therapy, and clinical outcome

  • 1. Department of Medical Genetics, Medical University of Plovdiv, Plovdiv, Bulgaria
  • 2. Department of Special Surgery, Medical University of Plovdiv, Plovdiv, Bulgaria

Description

Background: Recurrence after curative-intent surgery remains a major clinical challenge in non-small cell lung cancer (NSCLC). Conventional radiologic follow-up detects relapse only once macroscopic disease becomes evident, missing the minimal residual disease (MRD) window. Circulating tumor DNA (ctDNA), a tumor-derived fraction of total circulating cell-free DNA (cfDNA), has emerged as a sensitive biomarker for early MRD detection. This pilot study evaluates postoperative cfDNA dynamics as an accessible surrogate for MRD monitoring.

Methods: Twelve patients with histologically confirmed NSCLC undergoing curative-intent resection were prospectively monitored at four time points: preoperatively (T0), postoperative day 10 (T1), 1 month (T2), and 3 months (T3). Blood samples were collected in Streck Cell-Free DNA BCT® tubes and processed using a double-centrifugation protocol. cfDNA was extracted using the Maelstrom Switch 8 automated system and quantified fluorometrically. Longitudinal cfDNA trends were correlated with TNM stage, adjuvant therapy, and survival outcome. Welch's t-tests, ANOVA, and simple linear regression assessed associations between cfDNA levels and mortality.

Results: Most patients (10/12; 83.3%) demonstrated a steady postoperative decline in cfDNA, consistent with molecular clearance. Two patients (16.7%) exhibited persistent or rising cfDNA and were the only patients who died during follow-up. At T3, cfDNA levels were significantly higher in deceased vs. surviving patients (0.2821 vs. 0.2325 ng/µL, p = 0.029). Linear regression revealed a negative association between cfDNA at T3 and survival probability (β = –3.62, R2 = 0.18). Early postoperative cfDNA (T1–T2) lacked prognostic value.

Conclusion: Persistently elevated cfDNA levels at 3 months post-surgery were observed in patients with unfavorable outcomes; however, variability between individual trajectories was also present. These findings suggest that postoperative cfDNA dynamics may reflect underlying biological processes related to minimal residual disease, but given the small cohort size, they should be interpreted as hypothesis-generating. Larger prospective studies integrating mutation-specific ctDNA assays and time-to-event analyses are required to validate the potential clinical utility of cfDNA-based postoperative monitoring.

Files

PHAR_article_187008.pdf

Files (531.8 kB)

Name Size Download all
md5:63ecd4f45058b2d152704420675214bb
467.4 kB Preview Download
md5:4352c4c523952e941ab5d94ea35fec04
64.4 kB Preview Download

Additional details

References

  • Abbosh C, Frankell AM, Harrison T, Kisistok J, Garnett A, Johnson L, Veeriah S, Moreau M, Chesh A, Chaunzwa TL, Weiss J, Schroeder MR, Ward S, Grigoriadis K, Shahpurwalla A, Litchfield K, Puttick C, Biswas D, Karasaki T, Black JRM, Martínez-Ruiz C, Bakir MA, Pich O, Watkins TBK, Lim EL, Huebner A, Moore DA, Godin-Heymann N, L'Hernault A, Bye H, Odell A, Kalavakur P, Gomes F, Patel AJ, Manzano E, Hiley CT, Carey N, Riley J, Cook DE, Hodgson D, Stetson D, Barrett JC, Kortlever RM, Evan GI, Hackshaw A, Daber RD, Shaw JA, Aerts HJWL, Licon A, Stahl J, Jamal-Hanjani M, Birkbak NJ, McGranahan N, Swanton C (2023) Tracking early metastatic dissemination in lung cancer using ctDNA. Nature 616(7957): 553–562. https://doi.org/10.1038/s41586-023-05776-4
  • Chen K, Zhao H, Shi Y, Yang F, Wang LT, Kang G, Nie Y, Wang J (2019) Perioperative dynamic changes in circulating tumour DNA in lung cancer. Clinical Cancer Research 25(23): 7058–7067. https://doi.org/10.1158/1078-0432.CCR-19-1213
  • Choi SH, Kim YT, Kim SK, Kang KW, Goo JM, Kang CH, Kim JH (2011) Positron emission tomography–computed tomography for postoperative surveillance in non-small cell lung cancer. Annals of Thoracic Surgery 92(5): 1826–1832. https://doi.org/10.1016/j.athoracsur.2011.07.005
  • Dao J, Conway PJ, Subramani B, Meyyappan D, Russell S, Mahadevan D (2023) Using cfDNA and ctDNA as oncologic markers: A path to clinical validation. International Journal of Molecular Sciences 24(17): 13219. https://doi.org/10.3390/ijms241713219
  • Demicheli R, Fornili M, Ambrogi F, Higgins K, Boyd JA, Biganzoli E, Kelsey CR (2012) Recurrence dynamics for non-small-cell lung cancer: effect of surgery on the development of metastases. Journal of Thoracic Oncology 7(4): 723–730. https://doi.org/10.1097/JTO.0b013e31824a9022
  • Kaumanns A, König D, Hojski A, Cattaneo M, Chirindel A, Wiese M, Tamm M, Lardinois D, Rothschild SI (2022) Role of 18F-FDG PET/CT in postoperative follow-up of stage I–III NSCLC: A retrospective study. Lung Cancer 173: 14–20. https://doi.org/10.1016/j.lungcan.2022.08.020
  • Li N, Wang BX, Li J, Shao Y, Li MT, Li JJ, Kuang PP, Liu Z, Sun TY, Wu HQ, Ou W, Wang SY (2022) Perioperative ctDNA as a prognostic marker in operable NSCLC. Cancer 128(4): 708–718. https://doi.org/10.1002/cncr.33985
  • Madan R, El Alam RH, Walker CM, Bang TJ, Bartel TB, Batra K, Brixey AG, Christensen JD, Cox CW, Gonzalez AV, Little BP, Lui NS, Maxfield H, Moore WH, Qin A, Shroff GS, Yasufuku K, Chung JH (2025) ACR Appropriateness Criteria®: Lung cancer surveillance after therapy. Journal of the American College of Radiology 22(5S): S319–S342. https://doi.org/10.1016/j.jacr.2025.02.025
  • Pascual J, Attard G, Bidard FC, Curigliano G, De Mattos-Arruda L, Diehn M, Italiano A, Lindberg J, Merker JD, Montagut C, Normanno N, Pantel K, Pentheroudakis G, Popat S, Reis-Filho JS, Tie J, Seoane J, Tarazona N, Yoshino T, Turner NC (2022) ESMO recommendations on circulating tumour DNA assays. Annals of Oncology 33(8): 750–768. https://doi.org/10.1016/j.annonc.2022.05.520
  • Potter AL, Costantino CL, Suliman RA, Haridas CS, Senthil P, Kumar A, Mayne NR, Panda N, Martin LW, Yang CJ (2023) Recurrence after complete resection for non-small cell lung cancer in the National Lung Screening Trial. Annals of Thoracic Surgery 116(4): 684–692. https://doi.org/10.1016/j.athoracsur.2023.06.004
  • Pu L, Dhupar R, Meng X (2025) Predicting postoperative lung cancer recurrence and survival using Cox proportional hazards regression and machine learning. Cancers 17(1): 33. https://doi.org/10.3390/cancers17010033
  • Rosenlund L, Guldbrandsen K, Ahlborn LB, Bloch M, Skougaard K, Albrecht-Beste E, Nellemann HM, Krakauer M, Gørtz PM, Fledelius J, Nielsen AL, Holdgaard PC, Nielsen SS, Grüner JM, Højsgaard A, Petersen RH, Møller LB, Dahl M, Frank MS, Ehlers JH, Saghir Z, Pøhl M, Borissova S, Land LH, Kristiansen C, McCulloch T, Mortensen LS, Christophersen MS, Hilberg O, Rasmussen TL, Schwaner SHS, Laursen CB, Bodtger U, Lonsdale MN, Meyer CN, Gerke O, Mortensen J, Rasmussen TR, Hjorthaug K, Larsen KR, Meldgaard P, Fischer BM, Sorensen BS (2025) ctDNA detection of MRD using a tumour-agnostic approach in curatively treated NSCLC. Lung Cancer 203: 108528. https://doi.org/10.1016/j.lungcan.2025.108528
  • Schneider BJ, Ismaila N, Aerts J, Chiles C, Daly ME, Detterbeck FC, Hearn JWD, Katz SI, Leighl NB, Levy B, Meyers B, Murgu S, Nekhlyudov L, Santos ES, Singh N, Tashbar J, Yankelevitz D, Altorki N (2020) Lung cancer surveillance after definitive curative-intent therapy: ASCO guideline. Journal of Clinical Oncology 38(7): 753–766. https://doi.org/10.1200/JCO.19.02748
  • Sekihara K, Hishida T, Yoshida J, Oki T, Omori T, Katsumata S, Ueda T, Miyoshi T, Goto M, Nakasone S, Ichikawa T, Matsuzawa R, Aokage K, Goto K, Tsuboi M (2017) Long-term survival outcome after postoperative recurrence of non-small-cell lung cancer: who is 'cured' from postoperative recurrence? European Journal of Cardio-Thoracic Surgery 52(3): 522–528. https://doi.org/10.1093/ejcts/ezx127
  • Shimizu R, Kinoshita T, Sasaki N, Uematsu M, Sugita Y, Shima T, Harada M, Hishima T, Horio H (2020) Clinicopathological factors related to recurrence patterns of resected non-small cell lung cancer. Journal of Clinical Medicine 9(8): 2473. https://doi.org/10.3390/jcm9082473
  • Tan AC, Lai GGY, Saw SPL, Chua KLM, Takano A, Ong BH, Koh TPT, Jain A, Tan WL, Ng QS, Kanesvaran R, Rajasekaran T, Kalashnikova E, Renner D, Sudhaman S, Malhotra M, Sethi H, Liu MC, Aleshin A, Lim WT, Tan EH, Skanderup AJ, Ang MK, Tan DSW (2024) Detection of circulating tumor DNA with ultradeep sequencing of cfDNA for MRD and recurrence detection in early-stage lung cancer. Cancer 130(10): 1758–1765. https://doi.org/10.1002/cncr.35263
  • Tian X, Liu X, Wang K, Wang R, Li Y, Qian K, Wang T, Zhao X, Liu L, Zhang PL, Xiong Y, Rui J, Chen R, Zhang Y (2024) Postoperative ctDNA for recurrence risk and adjuvant therapy monitoring in NSCLC. Thoracic Cancer 15(10): 797–807. https://doi.org/10.1111/1759-7714.15251
  • Wang B, Pei J, Wang S, Cheng K, Yu J, Liu J (2022) Prognostic potential of ctDNA detection at different postoperative timepoints in resectable NSCLC: A meta-analysis. Critical Reviews in Oncology/Hematology 177: 103771. https://doi.org/10.1016/j.critrevonc.2022.103771
  • Westeel V, Foucher P, Scherpereel A, Domas J, Girard P, Trédaniel J, Wislez M, Dumont P, Quoix E, Raffy O, Braun D, Derollez M, Goupil F, Hermann J, Devin E, Barbieux H, Pichon E, Debieuvre D, Ozenne G, Muir JF, Dehette S, Virally J, Grivaux M, Lebargy F, Souquet PJ, Freijat FA, Girard N, Courau E, Azarian R, Farny M, Duhamel JP, Langlais A, Morin F, Milleron B, Zalcman G, Barlesi F (2022) Chest CT scan plus x-ray versus chest x-ray for postoperative follow-up of resected NSCLC (IFCT-0302). Lancet Oncology 23(9): 1180–1188. https://doi.org/10.1016/S1470-2045(22)00451-X
  • Xia L, Mei J, Kang R, Deng S, Chen Y, Yang Y, Feng G, Deng Y, Gan F, Lin Y, Pu Q, Ma L, Lin F, Yuan Y, Hu Y, Guo C, Liao H, Liu C, Zhu Y, Wang W, Liu Z, Xu Y, Li K, Li C, Li Q, He J, Chen W, Zhang X, Kou Y, Wang Y, Wu Z, Che G, Chen L, Liu L (2022) Perioperative ctDNA-based MRD detection in NSCLC: LUNGCA-1 study. Clinical Cancer Research 28(15): 3308–3317. https://doi.org/10.1158/1078-0432.CCR-21-3044
  • Xia L, Pu Q, Kang R, Mei J, Li L, Yang Y, Deng S, Feng G, Deng Y, Gan F, Lin Y, Ma L, Lin F, Yuan Y, Hu Y, Guo C, Liao H, Liu C, Zhu Y, Wang W, Liu Z, Xu Y, Li K, Li C, Li Q, Du B, Zhang XL, Kou Y, Wang Y, Wu Z, Che G, Chen Y, Shen S, Chen L, Zhang X, Xie D, Liu L (2025) Dynamic ctDNA informs whole-course postoperative management of NSCLC (LUNGCA study). JNCI: Journal of the National Cancer Institute 117(7): 1474–1484. https://doi.org/10.1093/jnci/djaf061
  • Zhao X, Dai F, Mei L, Huang D, Shen X, Zhang H, She X, Ma Z (2021) Dynamic perioperative ctDNA/cfDNA changes for recurrence prediction in early NSCLC. Frontiers in Oncology 11: 671963. https://doi.org/10.3389/fonc.2021.671963