Pretreatment platelet to lymphocyte ratio is predictive of overall survival in metastatic pancreatic ductal adenocarcinoma
Original Article

Pretreatment platelet to lymphocyte ratio is predictive of overall survival in metastatic pancreatic ductal adenocarcinoma

Wanwan Li1, Yang Chen2, Xuelin Wang3, Yan Shi2, Guanghai Dai2#, Xiaorong Li1#

1Department of General Surgery, the Third Xiangya Hospital of Central South University, Changsha 410013, China; 2Medical Oncology Department 2, Chinese PLA General Hospital and Chinese PLA Medical School, Beijing 100853, China; 3Department of Surgery, Beth Israel Deaconess Medical Center, Boston, MA, USA

Contributions: (I) Conception and design: W Li, Y Chen; (II) Administrative support: X Li, G Dai; (III) Provision of study materials or patients: Y Shi, G Dai; (IV) Collection and assembly of data: Y Shi, G Dai; (V) Data analysis and interpretation: W Li, Y Chen; (VI) Manuscript writing: All authors; (VII) Final approval of manuscript: All authors.

#These authors contributed equally to this work.

Correspondence to: Xiaorong Li. Department of General Surgery, the Third Xiangya Hospital of Central South University, Changsha 410013, China. Email:; Guanghai Dai. Medical Oncology Department 2, Chinese PLA General Hospital and Chinese PLA Medical School, Beijing 100853, China. Email:

Background: This study aimed to investigate whether the pretreatment platelet to lymphocyte ratio (PLR) is a significant prognostic factor in metastatic pancreatic ductal adenocarcinoma (PDAC).

Methods: A total of 134 histologically confirmed PDAC patients were included in our retrospective study. The data included treatment regimens, Karnofsky Performance Status (KPS), and PLR. Kaplan-Meier curves and univariate and multivariate Cox proportional hazards regression analyses were applied to identify the prognostic factors associated with overall survival (OS).

Results: We used the receiver operating characteristic (ROC) curve to set the cut-off value of the PLR. For the Kaplan-Meier analysis, the median overall survival in PDAC patients with a PLR of 123 or less was 19.7 months, whereas the values in those with a PLR greater than 123 was 13.7 months (P=0.014). PLR was a significant prognostic marker in the multivariate Cox model [hazard ratio (HR) =1.721, 95% CI: 1.162–2.550, P=0.007].

Conclusions: The PLR pretreatment had potential as prognostic indicator in patients with metastatic PDAC.

Keywords: Survival; lymphocyte; pancreatic ductal adenocarcinoma (PDAC); platelet to lymphocyte ratio (PLR)

Submitted Jan 10, 2018. Accepted for publication Dec 07, 2018.

doi: 10.21037/tcr.2018.12.20


Pancreatic ductal adenocarcinoma (PDAC) is one of the most devastating cancer types characterized by a 5-year patient survival rate of as low as 8% (1). By 2030, pancreatic cancer is predicted to surpass breast, prostate, and colorectal cancer and become the second leading cause of cancer-related death in the United States, next to lung cancer (2). The number of deaths caused by PDAC ranked top 6 among Chinese male population and top 7 among Chinese female population in all cancer-related mortalities (3). A paucity of efficient early detection method leads to advanced stages upon diagnosis, leaving more than 80% of all patients ineligible for radical resection. Moreover, the lack of effective therapeutic approaches only worsens the situation.

As one of the most lethal neoplasms, the resectability rate of PDAC is as low as 10–20%. So far, the only prognostic biomarker recommended by the NCCN guidelines for clinical use for PDAC patients is carbohydrate antigen 19-9 (CA 19-9). We focused on the cost-effectiveness and availability when searching for potential prognostic biomarkers. Hence, we focused on hematologic markers such as leukocyte, neutrophil, lymphocyte, platelet counts, neutrophil to lymphocyte ratio (NLR), and platelet to lymphocyte ratio (PLR) (4). These hematologic markers along with other systematic inflammatory markers like albumin and C-reactive protein affect varied solid tumors (5). The predicting ability for survival of PLR has been tested in numerous solid malignancies including gastric (6), non-small cell lung cancer (NSCLC) (7), breast (8), colorectal (9), esophageal (10), hepatocellular (11), ovarian (12), and pancreatic cancers (13). However, some literatures in PDAC are inconsistent. The relevance between PLR and metastatic PDAC remains enigmatic. The objective of our study is to investigate the prognostic role of PLR, especially in metastatic PDAC.



From 1 January 2010 to 1 June 2015, a total of 134 patients with cytologically or histologically confirmed metastatic PDAC were retrospectively included in our study for analysis. The study was approved by the ethics committee of the Chinese People’s Liberation Army (PLA) General Hospital. Patients were included using the following criteria: (I) treatment-naïve; (II) not eligible for operation; (III) sufficient bone marrow function; (IV) normal hepatic and renal function; and (V) Karnofsky Performance Status (KPS) score ≥70. A written informed consent from each patient was obtained prior to treatment. All patients were subjected to at least one cycle of gemcitabine monotherapy or combined therapy with no targeted therapies under the instruction of institutional guidelines and regulations. Patients with incomplete data of toxicities or those who were out of contact (loss of follow-up) were then excluded. We followed up on the patients on a 3-month basis until July 30, 2016 to obtain clinical and outcome information. The date of death was obtained from the China disease prevention and control information system or via follow-up.

Data collection

All clinical data for analysis, including age, sex, KPS, tumor location, and pretreatment laboratory peripheral blood tests, were collected from the medical records of the PLA General Hospital database. The blood tests were obtained 1 week prior to chemotherapy. The absolute lymphocyte count was calculated by the percentage of segmented neutrophils per WBC count. The PLR was determined by the absolute platelet count divided by the absolute lymphocyte count. The primary study endpoint was the overall survival (OS). Censoring occurred if patients were still alive at the last follow-up.

Statistical analysis

Continuous variables were expressed as mean values ± standard deviation. Frequency or percentage was presented for categorical variables. We used the ROC curve to determine the best cut-off value for OS with pretreatment PLR. Survival data were analyzed using the Kaplan-Meier method followed by the log-rank test. Cox proportional hazards regression models were performed for univariate and multivariate survival analyses. All statistical analyses were performed using the statistical software packages R (, The R Foundation). All tests were two sided and statistical significance was defined as P<0.05.


A total 134 metastatic PDAC patients consisting of 89 males and 45 females who received at least one cycle of chemotherapy was eligible for the assessment (Table 1). The mean age at the time of diagnosis was 56.6 (95% CI: 48.14–64.46) years old. At the last follow-up, 122 (91.04%) patients had died. The median survival time was 7.50 months (95% CI: 6.23–8.77). We used over-all survival as the time point to generate the receiver operating characteristic (ROC) curve, the optimal cut-off value of 123 for pretreatment PLR, and area under the curve (AUC) of 0.586. The Kaplan-Meier cumulative survival curve for the metastatic PDAC patients stratified by pretreatment PLR is shown in Figure 1. The patients with PLR >123 had significantly shorter median survival (6.3 months; 95% CI: 4.97–7.63) compared with patients with PLR ≤123 (9.5 months; 95% CI: 7.26–11.74) (P=0.014). Univariate and multivariate analyses were performed to investigate the prognostic role of pretreatment PLR in pancreatic cancer patients who underwent chemotherapy. Male (P=0.010), higher PLR (P=0.015), and gemcitabine monotherapy compared with gemcitabine combined regimen (P=0.007) were poor prognostic factors for OS according to the univariate analysis in this study cohort (Table 2). A high level of pretreatment PLR was a robust prognostic factor for OS [hazard ratio (HR) =1.721, 95% CI: 1.162–2.550, P=0.007] according to the multivariable analysis adjusted for gender, KPS, location, and chemotherapy regimens (Table 3). Based on our analysis, PLR was an independent prognostic factor for metastatic PDAC patients.

Table 1

Demographics and pretreatment hematological results from patients with metastatic PDAC

Characteristics Data
Age (year) 56.60±8.46 [34–79]
   Male 89
   Female 45
   70 4 (3.0)
   80 19 (14.2)
   90 111 (82.8s)
Prediagnostic smoking status
   Never 52
   Ever 82
Prediagnostic alcohol consumption
   0 37
   >0 97
   Head 44
   Body and tail 90
   Monotherapy 42
   Combined therapy 92
Platelet (×109/L) 196.76±69.05 [82–558]
Lymphocyte (×109/L) 0.26±0.93 [0.04–0.49]
WBC (×109/L) 7.03±2.48 [2.16–16.48]
PLR 155.54±93.28 [39.25–725.55]

Data are presented as number, mean ± SD, n (%), or [range]. PDAC, pancreatic ductal adenocarcinoma; KPS, Karnofsky Performance Status; WBC, white blood cell; PLR, platelet to lymphocyte ratio.

Figure 1 Kaplan-Meier cumulative survival curve for metastatic PDAC patients according to pretreatment PLR. PDAC, pancreatic ductal adenocarcinoma; HR, hazards ratio; PLR, platelet to lymphocyte ratio.

Table 2

Univariate analysis for the association between clinical characteristics and survival in metastatic PDAC patients

Variables Category n Univariate analysis
HR 95% CI P value
PLR ≤123 57 1
>123 77 1.581 1.092–2.287 0.015*
Age 1
Increasing 1.003 0.981–1.025 0.787
Gender Male 89 1
Female 45 0.603 0.411–0.886 0.010*
KPS 90 111 1
80 19 1.103 0.673–1.809 0.696
70 4 2.480 0.904–6.803 0.078
Location Head 44 1
Body/tail 90 1.150 0.786–1.684 0.471
Chemotherapy Monotherapy 42 1
Combined therapy 92 0.595 0.407–0.870 0.007**

*, P<0.05; **, P<0.01. PDAC, pancreatic ductal adenocarcinoma; HR, hazards ratio; PLR, platelet to lymphocyte ratio; KPS, Karnofsky Performance Status.

Table 3

Multivariate analysis for the association between clinical characteristics and survival in metastatic PDAC patients

Variables Category n Multivariate analysis
HR 95% CI P value
PLR ≤123 57 1
>123 77 1.721 1.162–2.550 0.007**
Age 1
Increasing 0.993 0.971–1.016 0.564
Gender Male 89 1
Female 45 0.616 0.413–0.918 0.017*
KPS 90 111 1
80 19 1.073 0.365–3.152 0.898
70 4 1.082 0.641–1.825 0.769
Location Head 44 1
Body/tail 90 1.438 0.945–2.188 0.090
Chemotherapy Monotherapy 42 1
Combined therapy 92 0.588 0.388–0.890 0.012*

The multivariate Cox regression model adjusted for gender, KPS, location, and WBC, platelets, hemoglobin. *, P<0.05; **, P<0.01. PDAC, pancreatic ductal adenocarcinoma; HR, hazards ratio; PLR, platelet to lymphocyte ratio; KPS, Karnofsky Performance Status.


In the last decade, a growing number of evidences showed the critical role of inflammation in tumor initiation, promotion, metastasis, and angiogenesis (14). Immune cells including macrophages, mast cells, natural killer cells, and T- and B-lymphocytes interweave with tumor cells and stoma cells to form a tumor complex. Various cells communicate with each other via autocrine and paracrine cytokines and chemokines to control tumor growth (15). A pancreatic cancer cell could trigger a systemic inflammation manifested as aberrant hematologic cell counts accompanied with elevated circulating cytokines, namely, interleukin (IL)-6, IL-10, IL-8, and IL-1RA (16). The concurrent overexpression of IL-6 and IL-1 stimulate megakaryocytes and results in thrombocytosis in PDAC. Moreover, platelets augment tumor growth, metastasis, and angiogenesis by secreting vascular endothelial growth factor (VEGF) (17) and platelet-derived growth factor (PDGF) (18). Platelets play a vital role in tumor cell-induced thrombosis. Tumor cells express a tissue factor that binds to factor VIIa, consequently initiating a coagulation cascade and promoting thrombosis (19). Therefore, tumor cells evade the host’s immune response and migrate to remote sites under the cloak of platelets (20). Brown et al. confirmed that elevated platelet counts are associated with shortened survival time in PDAC patients compared with non-elevated platelet counts (21). An in vivo study has also shown that anti-platelet drugs could reduce metastasis in PDAC. This information provides us a promising treatment option for metastatic PDAC (22).

Lymphocyte, as a vital element of host immune system, also predict a worse outcome in varied solid malignancies. Lymphocytopenia is a reflection of a generalized state of a depressed immune function. Lymphocyte alone has shown to be an independent survival factor of pancreatic cancers (22-25). Systemic inflammation induced by tumors is manifested by the secretion of a series of inhibitory immunologic mediators, remarkably, IL-10 and transforming growth factor-β (TGF-β). This secretion can result in a significant immunosuppression and impaired lymphocyte function (26). The aberrant overproduction of cytokines TGF-β and IL-10 inhibit proliferation and development of Th1-like responses in the peripheral blood mononuclear cell (PBMC) and result in T-cell cytokine production patterns in favor of a Th2 immunophenotype, thereby exerting an immunosuppressive effect and enabling tumor cells to survive in the host immune system (27).

By combining the two aforementioned elements, PLR has the potential to be a better biomarker in predicting PDAC prognosis. In our study, high PLR was significantly associated with shorter OS. This result is in accordance with the study conducted by Qi et al., which had a sample size of 321 locally advanced and metastatic pancreatic adenocarcinoma that showed a predictive value of PLR (HR =1.537, 95% CI: 1.114–2.122, P=0.009) for OS (4). Although inconsistencies exist among current literature, Templeton et al.’s meta-analysis found that a higher PLR is associated with worse OS in various solid tumors according to data from 22 studies that included a total of 12,754 patients (28). Besides, binary cutoffs were more advantageous than two cut-offs. Bhatti et al. reported an inclination toward a shorter survival in the highest category of PLR >200 compared with PLR <100 (14.4 vs. 8.0 months) (29). However, the study showed no statistical significance with respect to the relevance of PLR and survival. When compared with study populations with locoregional disease, the strongest association is between PLR and survival in metastatic or mixed groups of patients (by Templeton et al.) (28). Xu et al. summarized 14 studies analyzing PLR in pancreatic cancer and reached a conclusion of PLR as a good predictive biomarker (HR =1.24, 95% CI: 1.10–1.39, I2=74%) regardless of the cut-off for PLR, sample size, and treatment. Discrepancies may be derived from mixed treatment, the stratification of different stages of pancreatic cancer, and the inadequacy of follow-up (30).

In our study, an increased preoperative PLR was associated with prolonged OS. We specifically evaluated PLR in the metastatic stage of PDAC. The relatively homogeneous study sample enabled us to draw conclusions exempted from potential confounders. Yet, we need to be cautious when extrapolating the result to PDAC of earlier stages. The limitations of this study are as follows: (I) as we have performed a retrospective study that involved a relatively limited number of patients, large multicenter studies are required to further validate the clinical significance of PLR. (II) A consensus is needed to reach the suitable cut-off before using PLR as a clinical parameter for prognosis.


Funding: None.


Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at The authors have no conflicts of interest to declare.

Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by the ethics committee of the Chinese People’s Liberation Army (PLA) General Hospital (No. S2016-062-02). Written informed consent was obtained from the patient for publication of this manuscript and any accompanying images.

Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See:


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Cite this article as: Li W, Chen Y, Wang X, Shi Y, Dai G, Li X. Pretreatment platelet to lymphocyte ratio is predictive of overall survival in metastatic pancreatic ductal adenocarcinoma. Transl Cancer Res 2019;8(1):17-22. doi: 10.21037/tcr.2018.12.20

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