Abstract
Purpose
This research aimed to evaluate the prognostic significance of baseline prognostic nutritional index (PNI) and lactate dehydrogenase (LDH) for the outcome of individuals diagnosed with non-metastatic nasopharyngeal carcinoma (NPC).
Methods
A retrospective analysis was conducted on data from 810 patients with non-metastatic NPC who underwent intensity-modulated radiation therapy (IMRT) with or without chemotherapy. The best cut-offs for PNI and LDH were identified by X-tile software to be 48.5 and 150, respectively. To find the independent prognostic factors for survival outcomes, univariate and multivariate regression analyses were conducted, and AUCs were used to compare their prognostic values.
Results
Multivariate analysis revealed that patients with PNI > 48.5 had better overall survival (OS) (HR: 0.502, P < 0.001), progression-free survival (PFS) (HR: 0.618, P < 0.001), and distant metastasis-free survival (DMFS) (HR: 0.637, P = 0.005). Higher LDH was associated with poorer OS (HR: 1.798, P < 0.001), PFS (HR: 1.671, P < 0.001), and DMFS (HR: 1.756, P < 0.001). The combination of low PNI and high LDH in non-metastatic NPC patients was correlated with poor OS (P < 0.001), PFS (P < 0.001), and DMFS (P < 0.001). The combination of PNI and LDH had the highest AUCs for predicting OS, PFS, and DMFS.
Conclusions
PNI and LDH might become valuable predictors of the prognosis of non-metastatic NPC patients undergoing IMRT with or without chemotherapy. Prognostic accuracy can be enhanced by combining PNI and LDH.
Similar content being viewed by others
Data availability
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.
References
Balch CM, Gershenwald JE, Soong SJ et al (2009) Final version of 2009 AJCC melanoma staging and classification. J Clin Oncol 27(36):6199–6206. https://doi.org/10.1200/JCO.2009.23.4799
Cai Z, Jiang J, Huang L et al (2021) The prognostic impact of combined tumor-infiltrating lymphocytes and pretreatment blood lymphocyte percentage in locally advanced nasopharyngeal carcinoma. Front Oncol. https://doi.org/10.3389/fonc.2021.788497
Camp RL, Dolled-Filhart M, Rimm DL (2004) X-tile: a new bio-informatics tool for biomarker assessment and outcome-based cut-point optimization. Clin Cancer Res 10(21):7252–7259. https://doi.org/10.1158/1078-0432.Ccr-04-0713
Chen Z, Guo Q, Lu T et al (2017) Pretreatment serum Lactate dehydrogenase level as an independent prognostic factor of Nasopharyngeal carcinoma in the intensity-modulated radiation therapy Era. Med Sci Monit. https://doi.org/10.12659/msm.899531
Chen Z, Guo Q, Lu T et al (2017) Pretreatment serum lactate dehydrogenase level as an independent prognostic factor of nasopharyngeal carcinoma in the intensity-modulated radiation therapy era. Med Sci Monit. https://doi.org/10.12659/msm.899531
Chen ZH, Qiu MZ, Wu XY et al (2018) Elevated baseline serum lactate dehydrogenase indicates a poor prognosis in primary duodenum adenocarcinoma patients. J Cancer 9(3):512–520. https://doi.org/10.7150/jca.22305
Chen YP, Chan ATC, Le QT et al (2019) Nasopharyngeal carcinoma. Lancet 394(10192):64–80. https://doi.org/10.1016/s0140-6736(19)30956-0
Co J, Mejia MB, Dizon JM, (2016) Evidence on effectiveness of intensity-modulated radiotherapy versus 2-dimensional radiotherapy in the treatment of nasopharyngeal carcinoma: meta-analysis and a systematic review of the literature. Head Neck 38 Suppl 1E2130–E2142. https://doi.org/10.1002/hed.23977
Colotta F, Allavena P, Sica A et al (2009) Cancer-related inflammation, the seventh hallmark of cancer: links to genetic instability. Carcinogenesis 30(7):1073–1081. https://doi.org/10.1093/carcin/bgp127
Diakos CI, Charles KA, McMillan DC et al (2014) Cancer-related inflammation and treatment effectiveness. Lancet Oncol 15(11):e493–e503. https://doi.org/10.1016/S1470-2045(14)70263-3
Ding J, Karp JE, Emadi A (2017) Elevated lactate dehydrogenase (LDH) can be a marker of immune suppression in cancer: Interplay between hematologic and solid neoplastic clones and their microenvironments. Cancer Biomark 19(4):353–363. https://doi.org/10.3233/cbm-160336
Dorshkind K, Montecino-Rodriguez E, Signer RA (2009) The ageing immune system: is it ever too old to become young again? Nat Rev Immunol 9(1):57–62. https://doi.org/10.1038/nri2471
Du XJ, Tang LL, Mao YP et al (2015) Value of the prognostic nutritional index and weight loss in predicting metastasis and long-term mortality in nasopharyngeal carcinoma. J Transl Med. https://doi.org/10.1186/s12967-015-0729-0
Duan YY, Deng J, Su DF et al (2021) Construction of a comprehensive nutritional index and comparison of its prognostic performance with the PNI and NRI for survival in older patients with nasopharyngeal carcinoma: a retrospective study. Support Care Cancer 29(9):5371–5381. https://doi.org/10.1007/s00520-021-06128-6
Frasca D, Diaz A, Romero M et al (2011) Age effects on B cells and humoral immunity in humans. Ageing Res Rev 10(3):330–335. https://doi.org/10.1016/j.arr.2010.08.004
Gihbid A, Benzeid R, Faouzi A et al (2022) The dynamic change in plasma epstein-barr virus DNA load over a long-term follow-up period predicts prognosis in nasopharyngeal carcinoma. Viruses 15(1):66. https://doi.org/10.3390/v15010066
Gundog M, Basaran H (2019) Pretreatment low prognostic nutritional index and low albumin-globulin ratio are predictive for overall survival in nasopharyngeal cancer. Eur Arch Otorhinolaryngol 276(11):3221–3230. https://doi.org/10.1007/s00405-019-05595-2
Hanahan D, Weinberg RA (2011) Hallmarks of cancer: the next generation. Cell 144(5):646–674. https://doi.org/10.1016/j.cell.2011.02.013
Hao J, Chen C, Wan F et al (2020) Prognostic value of pre-treatment prognostic nutritional index in esophageal cancer: a systematic review and meta-analysis. Front Oncol. https://doi.org/10.3389/fonc.2020.00797
He Q, Huang Y, Wan G et al (2019) A novel prognostic marker based on risk stratification with prognostic nutritional index and age for nasopharyngeal carcinoma patients who received neoadjuvant chemotherapy. Biomark Med 13(12):1013–1023. https://doi.org/10.2217/bmm-2018-0401
Hsu PP, Sabatini DM (2008) Cancer cell metabolism: Warburg and beyond. Cell 134(5):703–707. https://doi.org/10.1016/j.cell.2008.08.021
Jiang YM, Huang ST, Pan XB et al (2023) The prognostic nutritional index represents a novel inflammation-nutrition-based prognostic factor for nasopharyngeal carcinoma. Front Nutr. https://doi.org/10.3389/fnut.2023.1036572
Kucukarda A, Erdogan B, Gokyer A et al (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(3):2131–2139. https://doi.org/10.1007/s00520-021-06627-6
Küçükarda A, Erdoğan B, Gökyer A et al (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(3):2131–2139. https://doi.org/10.1007/s00520-021-06627-6
Lee J, Weng CS, Chang CL et al (2023) Association of prognostic nutritional index with muscle loss and survival in patients with ovarian cancer treated with primary debulking surgery and chemotherapy. Support Care Cancer 31(5):267. https://doi.org/10.1007/s00520-023-07719-1
Lin S, Pan J, Han L et al (2009) Nasopharyngeal carcinoma treated with reduced-volume intensity-modulated radiation therapy: report on the 3-year outcome of a prospective series. Int J Radiat Oncol Biol Phys 75(4):1071–1078. https://doi.org/10.1016/j.ijrobp.2008.12.015
Liu LT, Liang YJ, Guo SS et al (2022) Identifying distinct risks of treatment failure in nasopharyngeal carcinoma: study based on the dynamic changes in peripheral blood lymphocytes, monocytes, N classification, and plasma Epstein-Barr virus DNA. Head Neck 44(1):34–45. https://doi.org/10.1002/hed.26897
Long G, Tang W, Fu X et al (2019) Pre-treatment serum lactate dehydrogenase predicts distant metastasis and poor survival in nasopharyngeal carcinoma. J Cancer 10(16):3657–3664. https://doi.org/10.7150/jca.32716
Lu H, Guo S, Liu L et al (2021) Prognostic significance of a combined and controlled nutritional status score and EBV-DNA in patients with advanced nasopharyngeal carcinoma: a long-term follow-up study. Cancer Biol Med 19(4):551–564. https://doi.org/10.2092/j.issn.20895-3941.2020.0627
Luvián-Morales J, González-Trejo S, Carrillo JF et al (2019) Association of the prognostic nutritional index and overall survival in patients with colorectal cancer: A strobe compliant retrospective cohort study. Cancer Med 8(7):3379–3388. https://doi.org/10.1002/cam4.2212
Mantzorou M, Koutelidakis A, Theocharis S et al (2017) Clinical value of nutritional status in cancer: what is its impact and how it affects disease progression and prognosis? Nutr Cancer 69(8):1151–1176. https://doi.org/10.1080/01635581.2017.1367947
Mao JR, Lan KQ, Liu SL et al (2023) Can the prognosis of individual patients with nasopharyngeal carcinoma be predicted using a routine blood test at admission? Radiother Oncol. https://doi.org/10.1016/j.radonc.2022.109445
McMillan DC (2009) Systemic inflammation, nutritional status and survival in patients with cancer. Curr Opin Clin Nutr Metab Care 12(3):223–226. https://doi.org/10.1097/MCO.0b013e32832a7902
Miao J, Xiao W, Wang L et al (2017) The value of the prognostic nutritional index (PNI) in predicting outcomes and guiding the treatment strategy of nasopharyngeal carcinoma (NPC) patients receiving intensity-modulated radiotherapy (IMRT) with or without chemotherapy. J Cancer Res Clin Oncol 143(7):1263–1273. https://doi.org/10.1007/s00432-017-2360-3
Muz B, de la Puente P, Azab F et al (2015) The role of hypoxia in cancer progression, angiogenesis, metastasis, and resistance to therapy. Hypoxia (Auckl). https://doi.org/10.2147/hp.S93413
Namikawa T, Ishida N, Tsuda S et al (2019) Prognostic significance of serum alkaline phosphatase and lactate dehydrogenase levels in patients with unresectable advanced gastric cancer. Gastric Cancer 22(4):684–691. https://doi.org/10.1007/s10120-018-0897-8
Oei RW, Ye L, Kong F et al (2018) Pre-treatment serum lactate dehydrogenase is predictive of survival in patients with nasopharyngeal carcinoma undergoing intensity-modulated radiotherapy. J Cancer 9(1):54–63. https://doi.org/10.7150/jca.22190
Onodera T, Goseki N, Kosaki G (1984) Prognostic nutritional index in gastrointestinal surgery of malnourished cancer patients. Nihon Geka Gakkai Zasshi 85(9):1001–1005
Pan JJ, Ng WT, Zong JF, et al. (2016a) Proposal for the 8th edition of the AJCC/UICC staging system for nasopharyngeal cancer in the era of intensity-modulated radiotherapy. Cancer 122 (4): 546–558 https://doi.org/10.1002/cncr.29795
Pan JJ, Ng WT, Zong JF, et al. (2016b) Prognostic nomogram for refining the prognostication of the proposed 8th edition of the AJCC/UICC staging system for nasopharyngeal cancer in the era of intensity-modulated radiotherapy. Cancer 122 (21):3307–3315. https://doi.org/10.1002/cncr.30198
Shen LJ, Chen C, Li BF et al (2013) High weight loss during radiation treatment changes the prognosis in under-/normal weight nasopharyngeal carcinoma patients for the worse: a retrospective analysis of 2433 cases. PLoS ONE 8(7):e68660. https://doi.org/10.1371/journal.pone.0068660
Sung H, Ferlay J, Siegel RL et al (2021) Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 71(3):209–249. https://doi.org/10.3322/caac.21660
Tang LQ, Li CF, Li J, et al. (2016) Establishment and validation of prognostic nomograms for endemic nasopharyngeal carcinoma. J Natl Cancer Inst 108 (1): djv291. https://doi.org/10.1093/jnci/djv291
Wang L, Miao J, Huang H et al (2022) Long-term Survivals, toxicities and the role of chemotherapy in early-stage nasopharyngeal carcinoma patients treated with intensity-modulated radiation therapy: a retrospective study with 15-year follow-up. Cancer Res Treat 54(1):118–129. https://doi.org/10.4143/crt.2021.101
Wei GB, Lu YY, Liao RW et al (2016) Prognostic nutritional index predicts prognosis in patients with metastatic nasopharyngeal carcinoma. Onco Targets Ther. https://doi.org/10.2147/OTT.S114382
Wu B, Ni LQ, Wang Y et al (2022) Low prognostic nutritional index is associated with poor outcome in middle-aged and elderly patients with non-metastatic nasopharyngeal carcinoma: a retrospective cohort study. Support Care Cancer 30(11):8895–8904. https://doi.org/10.1007/s00520-022-07286-x
Yang XL, Wang Y, Liang SB et al (2018) Comparison of the seventh and eighth editions of the UICC/AJCC staging system for nasopharyngeal carcinoma: analysis of 1317 patients treated with intensity-modulated radiotherapy at two centers. BMC Cancer 18(1):606. https://doi.org/10.1186/s12885-018-4419-1
Zeng X, Liu G, Pan Y et al (2020) Prognostic value of clinical biochemistry-based indexes in nasopharyngeal carcinoma. Front Oncol. https://doi.org/10.3389/fonc.2020.00146
Zhang MX, Li J, Shen GP et al (2015) Intensity-modulated radiotherapy prolongs the survival of patients with nasopharyngeal carcinoma compared with conventional two-dimensional radiotherapy: A 10-year experience with a large cohort and long follow-up. Eur J Cancer 51(17):2587–2595. https://doi.org/10.1016/j.ejca.2015.08.006
Zhang LL, Xu F, Song D et al (2020) Development of a nomogram model for treatment of nonmetastatic nasopharyngeal carcinoma. JAMA Netw Open 3(12):e2029882. https://doi.org/10.1001/jamanetworkopen.2020.29882
Zhang Q, Bao J, Zhu ZY et al (2021) Prognostic nutritional index as a prognostic factor in lung cancer patients receiving chemotherapy: a systematic review and meta-analysis. Eur Rev Med Pharmacol Sci 25(18):5636–5652. https://doi.org/10.26355/eurrev_202109_26783
Zhou GQ, Ren XY, Mao YP et al (2016) Prognostic implications of dynamic serum lactate dehydrogenase assessments in nasopharyngeal carcinoma patients treated with intensity-modulated radiotherapy. Sci Rep. https://doi.org/10.1038/srep22326
Funding
This work was sponsored by National Clinical Key Specialty Construction Program and Key Clinical Specialty Discipline Construction Program of Fujian, China. This study was supported by grants from the National Clinical Key Specialty Construction Program; Fujian Provincial Clinical Research Center for Cancer Radiotherapy and Immunotherapy (grant number: 2020Y2012). This research was also supported by grant from the Fujian Provincial Natural Science Foundation of China (Grant No. 2023J011271), Fujian Provincial Health Technology Project (Grant No. 2021NA040) and Startup Fund for scientific research, Fujian Medical University (Grant No. 2022QH1153).
Author information
Authors and Affiliations
Contributions
Conceptualization: ZWZ Data acquisition: YXF and YYR. and ZSD Data analysis: ML and SSY and SXX and YPZ Manuscript drafting: CXZ and ZWZ Manuscript revision, formal analysis: BJC All authors have reviewed and given their approval for the final manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors have no relevant financial or non-financial interests to disclose.
Ethical approval
The study received approval from the Institutional Review Board at our institution.
Consent to participate
Given that this was an observational, retrospective study that did not include any interventions and all data were anonymous, the Ethics Committee granted an exemption for the signing of the informed consent form.
Consent to publish
Not applicable.
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.
About this article
Cite this article
Zhang, C., Zhan, Z., Fang, Y. et al. Prognostic nutritional index and serum lactate dehydrogenase predict the prognosis of nasopharyngeal carcinoma patients who received intensity-modulated radiation therapy. J Cancer Res Clin Oncol 149, 17795–17805 (2023). https://doi.org/10.1007/s00432-023-05485-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00432-023-05485-5