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editorial
. 2019 May;11(Suppl 9):S1241–S1244. doi: 10.21037/jtd.2019.03.02

Editorial on “Albumin-to-fibrinogen ratio as a prognostic biomarker to predict clinical outcome of non-small cell lung cancer individuals”

Takuro Miyazaki 1,, Takeshi Nagayasu 1
PMCID: PMC6560581  PMID: 31245097

As shown in “Albumin-to-fibrinogen ratio as a prognostic biomarker to predict clinical outcome of non-small cell lung cancer individuals”, by Li et al., the albumin/fibrinogen ratio (AFR) is a valuable addition to the tools used to assess systemic inflammatory response (SIR) and/or nutrition status in patients with cancer and other serious diseases.

These SIR evaluation tools also include the neutrophil/lymphocyte ratio (1), platelet/lymphocyte ratio (2), monocyte/lymphocyte ratio (3), Glasgow prognostic score (GPS) (4,5), and prognostic nutritional index (6,7), which are prognostic predictors for cancer patients (8,9), as is the advanced lung cancer inflammation index (ALI; Table 1) (10,11). They are all conveniently based on information available from routine blood and laboratory tests.

Table 1. Systematic inflammatory response evaluation tools.

Marker Name Formula
AFR Albumin/fibrinogen ratio
ALI Advanced lung cancer inflammation index BMI (kg/m2) × Alb/NLR
CAR CRP/albumin ratio
GPS Glasgow prognostic scale Albumin (<35 or ≥35 g/L), CRP (<10 or ≥10 mg/L)
mGPS modified GPS
MLR Monocyte/lymphocyte ratio
NLR Neutrophil/lymphocyte ratio
PLR Platelet/lymphocyte ratio
PNI Prognostic nutritional index 10× albumin (g/dL) +0.005× total lymphocyte count/mm3

BMI, body mass index; CRP, C-reactive protein.

Several mechanisms for the relationship between cancer and inflammatory response have been suggested (4,8,9,12,13). Briefly, cancer growth and invasion damage local tissue, which disrupts homeostasis and incites systemic acute-phase responses, including progressive release of proinflammatory cytokines (13), immunovascular cells (neutrophils and lymphocytes), C-reactive protein (CRP), albumin, etc.—all SIR markers.

The prognostic value of SIR markers has also been verified in systematic review and meta-analysis. Dolan et al. (8,9) evaluated the use of SIR tools in predicting outcomes for patients with operable cancers, through a systematic review and meta-analysis of 244 papers. They found neutrophil to lymphocyte ratio (NLR), GPS and mGPS (among many SIR markers) to predict overall survival (OS) and cancer-specific survival (CSS) significantly. Moreover, the GPS, mGPS and NLR were shown to have prognostic value in randomized clinical trials for patients with non-small cell lung cancer (NSCLC) or cancers of the esophagus, pancreas, prostate, etc. (9)

Among SIR tools, GPS and CRP/albumin ratio are useful prognostic predictors for elderly patients with clinical stage I NSCLC who undergo pulmonary resection (4,12). NSCLC remains the most common cause of cancer death globally, and as median age increases worldwide, so will the number of elderly patients with potentially resectable lung cancer. Surgeons are sometimes reluctant to perform pulmonary resections in older patients because of their higher surgical mortality and morbidity, and their likelihood of death from coincidental natural causes. For these patients, SIR indices are very helpful in selecting appropriate treatments.

Elderly patients may display frailty (low ability to adapt to stress), as shown by physiological deterioration, and decreased nutritional status and immune function (14). Heightened inflammation, marked by increased inflammatory molecules and white blood cell counts, is often found in frail older adults (15). Lealdini et al. reported that patients with both abnormal CRP and albumin levels had significantly higher frailty scores among 52 cancer patients (median age: 72.5 years), and concluded that inflammatory parameters correlated with frailty, more advanced clinical stage and poor functional status (14). The review by McMillan et al. of >60 papers with >30,000 cancer patients reported that increased GPS was associated with loss of weight and muscle, poor performance scores, increased comorbidity, greater pro-inflammatory and angiogenic cytokine levels, and higher complication rates (16). Overall, these results indicate a meaningful relationship among frailty, aging, nutrition, and SIR scores.

Li et al. reported that pretreatment AFR could predict efficacy of surgical resection and adjuvant chemo-radiotherapy for patients with NSCLC (13). Notably, their study evaluated lung cancer patients comprehensively—that is, not only those treated with surgery, but also those treated with chemotherapy and radiotherapy, and patients with NSCLC of various stages and histologies (patients with abnormal liver function, infections, inflammation-related, autoimmune or hematological diseases, or other malignancies were excluded, to avoid biasing the results). Their study might enable us to select NSCLC patients who would likely benefit from surgery and adjuvant chemo-radiotherapy, and predict their survival.

AFR reflects nutrition status, coagulation conditions and systemic inflammation. Fibrinogen, as an essential protein in coagulation, is an acute-phase reactant in inflammatory environments, where it promotes synthesis of pro-inflammatory cytokines and indicates systemic inflammation; it also accumulates at tumor sites and affects cancer progression (13,17-19).

The prognostic use of AFR in lung cancer has been studied. Sheng et al. (19) reported that serum fibrinogen levels were positively correlated with serum CRP, and patients with operable NSCLC and hyperfibrinogenemia had higher risks of disease progression and death. Similarly, Chen et al. (17) reported that among propensity-score matched patients with NSCLC, pre-resection AFR was predictive of OS, CSS, and pathological stage. This predictive utility of AFR has also been reported for other cancers (18).

Although we greatly admire the study by Li et al., we would have changed a few things. First, as the authors mentioned themselves, the study is limited by the small number of centers (only two) and the lack of a validation cohort. Second, the relatively long time-frame for this study—10 years—has seen many advances, including diagnostic techniques (positron emission tomography and endobronchial ultrasound), less invasive surgery (robotic and video-assisted thoracoscopic surgery), postoperative intensive care, various improvements in chemotherapy (platinum doublet adjuvant therapy), targeted therapies (epidermal growth factor receptor biologics) and immune-check point inhibitors; this long period of time might be another limitation. Third, CSS was not evaluated; we speculate that AFR might help predict it. Finally, 3 years seems a rather short period to evaluate OS; in further studies of long-term survival, 5-year OS seems more appropriate.

Among the many prognostic markers and indices based on SIR and nutritional status, identifying the most reliable one for lung cancer patients would be valuable. In particular, cut-off values for SIR tools vary among studies, which affects results and conclusions. Standardizing these cut-off values is a creditable goal that warrants wider study.

In any case, we recommend that use of SIR tools should form part of routine pre- and post-procedure evaluations, not only for surgery but also for other treatments, such as chemotherapy and radiotherapy (Figure 1).

Figure 1.

Figure 1

Key map for the treatment strategy for lung cancer patients.

Future prospective studies and the accumulation of clinical data are needed to address these limitations and improve treatment and management of patients with NSCLC. Such studies would also help determine whether SIR scoring tools could be applied in clinical practice to guide treatment decisions for lung cancer patients with various backgrounds.

Acknowledgements

We thank Marla Brunker, from Edanz Group (www.edanzediting.com/ac) for editing a draft of this letter.

Provenance: This is an invited article commissioned by the Section Editor Shuangjiang Li (Department of Thoracic Surgery and West China Medical Center, West China Hospital, Sichuan University, Chengdu, China).

Conflicts of Interest: The authors have no conflicts of interest to declare.

References

  • 1.Zhao QT, Yang Y, Xu S, et al. Prognostic role of neutrophil to lymphocyte ratio in lung cancers: a meta-analysis including 7,054 patients. Onco Targets Ther 2015;8:2731-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Gu X, Sun S, Gao XS, et al. Prognostic value of platelet to lymphocyte ratio in non-small cell lung cancer: evidence from 3,430 patients. Sci Rep 2016;6:23893. 10.1038/srep23893 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Li W, Ma G, Wu Q, et al. Prognostic value of lymphocyte-to-monocyte ratio among Asian lung cancer patients: a systematic review and meta-analysis. Oncotarget 2017;8:110606-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Miyazaki T, Yamasaki N, Tsuchiya T, et al. Inflammation-based scoring is a useful prognostic predictor of pulmonary resection for elderly patients with clinical stage I non-small-cell lung cancer. Eur J Cardiothorac Surg 2015;47:e140-5. 10.1093/ejcts/ezu514 [DOI] [PubMed] [Google Scholar]
  • 5.Jin J, Hu K, Zhou Y, et al. Clinical utility of the modified Glasgow prognostic score in lung cancer: A meta-analysis. PLoS One 2017;12:e0184412. 10.1371/journal.pone.0184412 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Li D, Yuan X, Liu J, et al. Prognostic value of prognostic nutritional index in lung cancer: a meta-analysis. J Thorac Dis 2018;10:5298-307. 10.21037/jtd.2018.08.51 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Okada S, Shimada J, Kato D, et al. Clinical Significance of Prognostic Nutritional Index After Surgical Treatment in Lung Cancer. Ann Thorac Surg 2017;104:296-302. 10.1016/j.athoracsur.2017.01.085 [DOI] [PubMed] [Google Scholar]
  • 8.Dolan RD, Lim J, McSorley ST, et al. The role of the systemic inflammatory response in predicting outcomes in patients with operable cancer: Systematic review and meta-analysis. Sci Rep 2017;7:16717. 10.1038/s41598-017-16955-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Dolan RD, Laird BJA, Horgan PG, et al. The prognostic value of the systemic inflammatory response in randomised clinical trials in cancer: A systematic review. Crit Rev Oncol Hematol 2018;132:130-7. 10.1016/j.critrevonc.2018.09.016 [DOI] [PubMed] [Google Scholar]
  • 10.Tomita M, Ayabe T, Nakamura K. The advanced lung cancer inflammation index is an independent prognostic factor after surgical resection in patients with non-small-cell lung cancer. Interact Cardiovasc Thorac Surg 2018;26:288-92. 10.1093/icvts/ivx329 [DOI] [PubMed] [Google Scholar]
  • 11.Jafri SH, Shi R, Mills G. Advance lung cancer inflammation index (ALI) at diagnosis is a prognostic marker in patients with metastatic non-small cell lung cancer (NSCLC): a retrospective review. BMC Cancer 2013;13:158. 10.1186/1471-2407-13-158 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Miyazaki T, Yamasaki N, Tsuchiya T, et al. Ratio of C-reactive protein to albumin is a prognostic factor for operable non-small-cell lung cancer in elderly patients. Surg Today 2017;47:836-43. 10.1007/s00595-016-1448-8 [DOI] [PubMed] [Google Scholar]
  • 13.Li SQ, Jiang YH, Lin J, et al. Albumin-to-fibrinogen ratio as a promising biomarker to predict clinical outcome of non-small cell lung cancer individuals. Cancer Med 2018;7:1221-31. 10.1002/cam4.1428 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Lealdini V, Trufelli DC, da Silva FB, et al. Applicability of modified Glasgow Prognostic Score in the assessment of elderly patients with cancer: A pilot study. J Geriatr Oncol 2015;6:479-83. 10.1016/j.jgo.2015.09.001 [DOI] [PubMed] [Google Scholar]
  • 15.Li H, Manwani B, Leng SX. Frailty, inflammation, and immunity. Aging Dis 2011;2:466-73. [PMC free article] [PubMed] [Google Scholar]
  • 16.McMillan DC. The systemic inflammation-based Glasgow Prognostic Score: a decade of experience in patients with cancer. Cancer Treat Rev 2013;39:534-40. 10.1016/j.ctrv.2012.08.003 [DOI] [PubMed] [Google Scholar]
  • 17.Chen S, Yan H, Du J, et al. Prognostic significance of pre-resection albumin/fibrinogen ratio in patients with non-small cell lung cancer: A propensity score matching analysis. Clin Chim Acta 2018;482:203-8. 10.1016/j.cca.2018.04.012 [DOI] [PubMed] [Google Scholar]
  • 18.Xu Q, Yan Y, Gu S, et al. A Novel Inflammation-Based Prognostic Score: The Fibrinogen/Albumin Ratio Predicts Prognoses of Patients after Curative Resection for Hepatocellular Carcinoma. J Immunol Res 2018;2018:4925498. 10.1155/2018/4925498 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Sheng L, Luo M, Sun X, et al. Serum fibrinogen is an independent prognostic factor in operable nonsmall cell lung cancer. Int J Cancer 2013;133:2720-5. [DOI] [PubMed] [Google Scholar]

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