Skip to main content

Advertisement

Log in

Prognostic biomarkers in metastatic colorectal cancer: delta prognostic nutritional index, delta neutrophil to lymphocyte ratio, and delta platelet to lymphocyte ratio

  • Research
  • Published:
Supportive Care in Cancer Aims and scope Submit manuscript

Abstract

Background

The aim of this study is to determine the prognostic value of the prognostic nutritional index (PNI), the neutrophil to lymphocyte ratio (NLR), and the platelet to lymphocyte ratio (PLR) and their dynamic changes on survival outcomes in metastatic colorectal cancers (mCRC).

Methods

The data of 199 patients with mCRC were retrospectively analyzed. To evaluate the temporal relation between the PNI, NLR, and PLR values and survival, pre-chemotherapy PNI, NLR, and PLR levels were assessed from peripheral blood cell counts on admission; post-chemotherapy PNI, NLR, and PLR levels were assessed with follow-up blood cell counts within two weeks after chemotherapy; and the difference between pre-chemotherapy PNI, NLR, and PLR levels and post-chemotherapy PNI, NLR, and PLR levels was evaluated as delta PNI, delta NLR, and delta PLR.

Results

The median PNI, PLR, and NLR were 39.01, 150.2 and 2.53 before chemotherapy and 38.2, 146.6, and 3.31 after chemotherapy, respectively. The median OS was 23.7 months (95%CI:17.8–29.7) and 28.9 months (95%CI:24.8–33.08) for pre-chemotherapy PNI level < 39.01 vs. PNI level ≥ 39.01, respectively(p = 0.035) The positive delta PNI was significantly higher for OS than the negative delta PNI(p < 0.009). Delta PLR and delta NLR were not significant for OS and PFS(p > 0.05 for all).

Conclusions

The results of this study clearly show that the negative delta PNI to be an independent predictor of poor OS and poor PFS in patients with colon cancer who received first line treatment. In addition, delta NLR and delta PLR were shown not to predict survival outcomes.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Data availability

The data presented in this study can be obtained from the corresponding author.

References

  1. Fitzmaurice C, Akinyemiju TF, Al Lami FH et al (2018) Global, regional, and national cancer incidence, mortality, years of life lost, years lived with disability, and disability-adjusted life-years for 29 cancer groups, 1990 to 2016: a systematic analysis for the global burden of disease study. JAMA Oncol 4:1553–1568

    Article  PubMed  Google Scholar 

  2. Dijkstra M, Nieuwenhuizen S, Puijk RS et al (2021) Primary tumor sidedness, RAS and BRAF mutations and MSI status as prognostic factors in patients with colorectal liver metastases treated with surgery and thermal ablation: results from the Amsterdam Colorectal Liver Met Registry (AmCORE). Biomedicines 9:962

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Miyakawa T, Kawamura H, Honda M et al (2022) Impact of histological subtype on prognosis in stage IV colorectal cancer: A population-based cohort study. PLoS One 17:e0264652

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Nogueira-Costa G, Fernandes I, Gameiro R et al (2020) Prognostic utility of neutrophil-to-lymphocyte ratio in patients with metastatic colorectal cancer treated using different modalities. Curr Oncol 27:237–243

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Catal O, OzerSit BM (2020) Prediction of lymph node metastasis in colon cancer via platelet to lymphocyte ratio and platelet count. J Coll Phys Surg Pak 30:250–253

    Google Scholar 

  6. Nakamura Y, Shida D, Boku N et al (2021) Lymphocyte-to-C-reactive protein ratio is the most sensitive inflammation-based prognostic score in patients with unresectable metastatic colorectal cancer. Dis Colon Rectum 64:1331–1341

    Article  PubMed  Google Scholar 

  7. Acikgoz O, Cakan B, Demir T et al (2021) Platelet to lymphocyte ratio is associated with tumor localization and outcomes in metastatic colorectal cancer. Medicine 100:e27712

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Cruz-Ramos M, del Puerto-Nevado L, Zheng B et al (2019) Prognostic significance of neutrophil-to lymphocyte ratio and platelet-to lymphocyte ratio in older patients with metastatic colorectal cancer. J Geriat Oncol 10:742–748

    Article  Google Scholar 

  9. Ikeya T, Shibutani M, Maeda K et al (2015) Maintenance of the nutritional prognostic index predicts survival in patients with unresectable metastatic colorectal cancer. J Cancer Res Clin Oncol 141:307–313

    Article  CAS  PubMed  Google Scholar 

  10. Maruyama T, Shimoda M, Hakoda H et al (2021) Preoperative prognostic nutritional index predicts risk of recurrence after curative resection for stage IIA colon cancer. Am J Surg 222:179–185

    Article  PubMed  Google Scholar 

  11. Gangopadhyay A (2020) Prognostic nutritional index and clinical response in locally advanced cervical cancer. Nutr Cancer 72:1438–1442

    Article  CAS  PubMed  Google Scholar 

  12. Mirili C, Yılmaz A, Demirkan S et al (2019) Clinical significance of prognostic nutritional index (PNI) in malignant melanoma. Int J Clin Oncol 24:1301–1310

    Article  CAS  PubMed  Google Scholar 

  13. Ucar G, Ergun Y, Acikgoz Y, Uncu D (2020) The prognostic value of the prognostic nutritional index in patients with metastatic colorectal cancer. Asia Pac J Clin Oncol 16:e179–e184

    Article  PubMed  Google Scholar 

  14. Onodera T, Goseki N, Kosaki G (1984) Prognostic nutritional index in gastrointestinal surgery of malnourished cancer patients. Nihon Geka Gakkai Zasshi 85:1001–1005

    CAS  PubMed  Google Scholar 

  15. Küçükarda A, Erdoğan B, Gökyer A, Sayın S, Gökmen İ, Özcan E, ... and Çiçin İ (2022) Prognostic nutritional index and its dynamics after curative treatment are independent prognostic factors on survival in non-metastatic nasopharyngeal carcinoma. Support Care Cancer 30:2131–2139

  16. Fan L, Wang X, Chi C et al (2017) Prognostic nutritional index predicts initial response to treatment and prognosis in metastatic castration-resistant prostate cancer patients treated with abiraterone. Prostate 77:1233–1241

    Article  CAS  PubMed  Google Scholar 

  17. Hotamisligil GS (2006) Inflammation and metabolic disorders. Nature 444:860–867

    Article  CAS  PubMed  Google Scholar 

  18. Vrieling A, Kampman E (2010) The role of body mass index, physical activity, and diet in colorectal cancer recurrence and survival: a review of the literature. Am J Clin Nutr 92:471–490

    Article  CAS  PubMed  Google Scholar 

  19. Schlesinger S, Siegert S, Koch M et al (2014) Postdiagnosis body mass index and risk of mortality in colorectal cancer survivors: a prospective study and meta-analysis. Cancer Causes Control 25:1407–1418

    Article  PubMed  Google Scholar 

  20. Kocak MZ (2021) Comment on ‘Impact of performance status on non-small cell lung cancer patients with a PD-L1 tumour proportion score≥ 50% treated with front-line pembrolizumab.’ Acta Oncol 60:564–565

    Article  PubMed  Google Scholar 

  21. Abdallah EA, e Silva VS, Braun AC et al (2021) A higher platelet-to-lymphocyte ratio is prevalent in the presence of circulating tumor microemboli and is a potential prognostic factor for non-metastatic colon cancer. Trans Oncol 14:100932

    Article  CAS  Google Scholar 

  22. Jia J, Zheng X, Chen Y et al (2015) Stage-dependent changes of preoperative neutrophil to lymphocyte ratio and platelet to lymphocyte ratio in colorectal cancer. Tumor Biol 36:9319–9325

    Article  CAS  Google Scholar 

  23. Neofytou K, Smyth EC, Giakoustidis A et al (2014) Elevated platelet to lymphocyte ratio predicts poor prognosis after hepatectomy for liver-only colorectal metastases, and it is superior to neutrophil to lymphocyte ratio as an adverse prognostic factor. Med Oncol 31:1–9

    Article  Google Scholar 

  24. Ozawa T, Ishihara S, Nishikawa T et al (2015) The preoperative platelet to lymphocyte ratio is a prognostic marker in patients with stage II colorectal cancer. Int J Colorect Dis 30:1165–1171

    Article  Google Scholar 

  25. Huang X-z, Chen W-j, Zhang X et al (2017) An elevated platelet-to-lymphocyte ratio predicts poor prognosis and clinicopathological characteristics in patients with colorectal cancer: a meta-analysis. Dis Markers 2017:1053125

    Article  PubMed  PubMed Central  Google Scholar 

  26. Liu J, Li S, Zhang S et al (2019) Systemic immune-inflammation index, neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio can predict clinical outcomes in patients with metastatic non-small-cell lung cancer treated with nivolumab. J Clin Lab Anal 33:e22964

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Diem S, Schmid S, Krapf M et al (2017) Neutrophil-to-Lymphocyte ratio (NLR) and Platelet-to-Lymphocyte ratio (PLR) as prognostic markers in patients with non-small cell lung cancer (NSCLC) treated with nivolumab. Lung Cancer 111:176–181

    Article  PubMed  Google Scholar 

  28. Cui M, Xu R, Yan B (2020) A persistent high neutrophil-to-lymphocyte ratio predicts poor prognosis in patients with colorectal cancer undergoing resection. Mol Clin Oncol 13:1–7

    Article  Google Scholar 

  29. Artac M, Uysal M, Karaagaç M et al (2017) Prognostic impact of neutrophil/lymphocyte ratio, platelet count, CRP, and albumin levels in metastatic colorectal cancer patients treated with FOLFIRI-bevacizumab. J Gastrointest Cancer 48:176–180

    Article  CAS  PubMed  Google Scholar 

  30. Liu Q, Xi Y, He G et al (2021) Dynamics of neutrophil-to-lymphocyte ratio predict outcomes of metastatic colorectal carcinoma patients treated by FOLFOX. J Gastroint Oncol 12:2846–2853

    Article  Google Scholar 

  31. Nemoto N, Endo T, Isohata S et al (2021) Change in the neutrophil-to-lymphocyte ratio during chemotherapy may predict prognosis in patients with advanced or metastatic colorectal cancer. Mol Clin Oncol 14:1–7

    Article  Google Scholar 

  32. Lanza G, Gafa R, Santini A et al (2006) Immunohistochemical test for MLH1 and MSH2 expression predicts clinical outcome in stage II and III colorectal cancer patients. J Clin Oncol 24:2359–2367

    Article  CAS  PubMed  Google Scholar 

  33. Smith C, Fisher D, Claes B et al (2013) Somatic profiling of the epidermal growth factor receptor pathway in tumors from patients with advanced colorectal cancer treated with chemotherapy±cetuximab. Clin Cancer Res 19:4104–4113

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Contributions

MA, MZK; design and the conduct of the study. MZK, SC; data colection. MZK, MKE; wrote manuscript text. MA, MA; Performed statistical analysis. MA, MZK; Performed final review and correction. All authors reviewed the manuscript.

Corresponding author

Correspondence to Mehmet Zahid Kocak.

Ethics declarations

Ethical approval

This study was approved by Necmettin Erbakan University Research Ethics Committee (Approval no: 2022/3932).

Consent to participate

Informed consent was not obtained due to the retrospective design of the study.

Competing interests

The authors report there are no competing interests to declare.

Additional information

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kocak, M.Z., Coban, S., Araz, M. et al. Prognostic biomarkers in metastatic colorectal cancer: delta prognostic nutritional index, delta neutrophil to lymphocyte ratio, and delta platelet to lymphocyte ratio. Support Care Cancer 31, 357 (2023). https://doi.org/10.1007/s00520-023-07829-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s00520-023-07829-w

Keywords

Navigation