Prognostic and recurrent significance of SII in patients with pancreatic head cancer undergoing pancreaticoduodenectomy

Qing Chen, Siqian Ren, Songping Cui, Jincan Huang, Di Wang, Binglin Li, Qiang He, Ren Lang, Qing Chen, Siqian Ren, Songping Cui, Jincan Huang, Di Wang, Binglin Li, Qiang He, Ren Lang

Abstract

Background: To investigate the clinical significance of preoperative inflammatory status in patients with pancreatic head carcinoma (PHC), we performed a single-center study to assess it.

Method: We studied a total of 164 patients with PHC undergoing PD surgery (with or without allogeneic venous replacement) from January 2018 to April 2022. Systemic immune-inflammation index (SII) was the most important peripheral immune index in predicting the prognosis according to XGBoost analysis. The optimal cutoff value of SII for OS was calculated according to Youden index based on the receiver operating characteristic (ROC) curve and the cohort was divided into Low SII group and High SII group. Demographic, clinical data, laboratory data, follow-up data variables were obtained and compared between the two groups. Kaplan-Meier curves, univariable and multivariable Cox regression models were used to determine the association between preoperative inflammation index, nutritional index and TNM staging system with OS and DFS respectively.

Results: The median follow-up time was 16 months (IQR 23), and 41.4% of recurrences occurred within 1 year. The cutoff value of SII was 563, with a sensitivity of 70.3%, and a specificity of 60.7%. Peripheral immune status was different between the two groups. Patients in High SII group had higher PAR, NLR than those in Low SII group (P <0.01, <0.01, respectively), and lower PNI (P <0.01). Kaplan-Meier analysis showed significantly poorer OS and DFS (P < 0.001, <0.001, respectively) in patients with high SII. By using the multivariable Cox regression model, high SII (HR, 2.056; 95% CI, 1.082-3.905, P=0.028) was significant predictor of OS. Of these 68 high-risk patients who recurrence within one year, patients with widespread metastasis had lower SII and worse prognosis (P <0.01).

Conclusion: High SII was significantly associated with poor prognosis in patients with PHC. However, in patients who recurrence within one year, SII was lower in patients at TNM stage III. Thus, care needs to be taken to differentiate those high-risk patients.

Keywords: pancreatic head carcinoma; prononsis; recurrence; surgery; systemic immune-inflammation index.

Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Copyright © 2023 Chen, Ren, Cui, Huang, Wang, Li, He and Lang.

Figures

Figure 1
Figure 1
Flow chart of patient’s enrollment in the study.
Figure 2
Figure 2
The feature importance associated with survival analyze by eXtreme Gradient Boosting (XGBoost) classifier.
Figure 3
Figure 3
(A) Kaplan-Meier curves for OS according to SII level. OS of patients with SII≦563 was significantly longer than that of patients with SII>563 (P=0.001 by log-rank test). OS, overall survival. (B) Kaplan-Meier curves for 1-year OS according to SII level (P<0.001 by log-rank test). OS, overall survival.
Figure 4
Figure 4
(A) Kaplan-Meier curves for DFS according to SII level. DFS of patients with SII≦563 was significantly longer than that of patients with SII>563 (P=0.001 by log-rank test). DFS, disease-free survival. (B) Kaplan-Meier curves for 1-year DFS according to SII level (P<0.001 by log-rank test). DFS, disease-free survival.
Figure 5
Figure 5
(A) Histogram of SII according to site of recurrence in patients who relapsed within one year. (B) Kaplan-Meier curves for OS according to site of recurrence in patients who relapsed within one year. *P<0.05, **P<0.01, "ns" represents no difference.

References

    1. Klein AP. Pancreatic cancer epidemiology: understanding the role of lifestyle and inherited risk factors. Nat Rev Gastroenterol Hepatol (2021) 18(7):493–502. doi: 10.1038/s41575-021-00457-x
    1. Tempero MA, Malafa MP, Al-Hawary M, Behrman SW, Benson AB, Cardin DB, et al. . Pancreatic adenocarcinoma, version 2.2021, NCCN clinical practice guidelines in oncology. J Natl Compr Canc Netw (2021) 19(4):439–57. doi: 10.6004/jnccn.2021.0017
    1. Pancreatic Surgery Group SBoCMA. Digital Medical Branch of Chinese Medical A. Digital Intelligent Surgery Professional Committee of Chinese Research Hospital A. Pancreatic Diseases Professional Committee of Chinese Research Hospital A [Chinese expert consensus on digital intelligent precise diagnosis and treatment of pancreatic surgical diseases (2022 edition)]. Zhonghua Wai Ke Za Zhi (2022) 60(10):881–7. doi: 10.3760/cma.j.cn112139-20220523-00234
    1. Banna GL, Friedlaender A, Tagliamento M, Mollica V, Cortellini A, Rebuzzi SE, et al. . Biological rationale for peripheral blood cell-derived inflammatory indices and related prognostic scores in patients with advanced non-Small-Cell lung cancer. Curr Oncol Rep (2022) 24(12):1851–62. doi: 10.1007/s11912-022-01335-8
    1. Petzel MQB, Hoffman L. Nutrition implications for long-term survivors of pancreatic cancer surgery. Nutr Clin Pract (2017) 32(5):588–98. doi: 10.1177/0884533617722929
    1. Yuan KC, Tsai LW, Lee KH, Cheng YW, Hsu SC, Lo YS, et al. . The development an artificial intelligence algorithm for early sepsis diagnosis in the intensive care unit. Int J Med Inform (2020) 141:104176. doi: 10.1016/j.ijmedinf.2020.104176
    1. Henry BM, Skinningsrud B, Saganiak K, Pekala PA, Walocha JA, Tomaszewski KA. Development of the human pancreas and its vasculature - an integrated review covering anatomical, embryological, histological, and molecular aspects. Ann Anat (2019) 221:115–24. doi: 10.1016/j.aanat.2018.09.008
    1. Ney A, Garcia-Sampedro A, Goodchild G, Acedo P, Fusai G, Pereira SP. Biliary strictures and cholangiocarcinoma - untangling a diagnostic conundrum. Front Oncol (2021) 11:699401. doi: 10.3389/fonc.2021.699401
    1. Padoan A, Plebani M, Basso D. Inflammation and pancreatic cancer: focus on metabolism, cytokines, and immunity. Int J Mol Sci (2019) 20(3):676. doi: 10.3390/ijms20030676
    1. Hinshaw DC, Shevde LA. The tumor microenvironment innately modulates cancer progression. Cancer Res (2019) 79(18):4557–66. doi: 10.1158/0008-5472.CAN-18-3962
    1. Shirai Y, Shiba H, Haruki K, Horiuchi T, Saito N, Fujiwara Y, et al. . Preoperative platelet-to-Albumin ratio predicts prognosis of patients with pancreatic ductal adenocarcinoma after pancreatic resection. Anticancer Res (2017) 37(2):787–93. doi: 10.21873/anticanres.11378
    1. Bullock AF, Greenley SL, McKenzie GAG, Paton LW, Johnson MJ. Relationship between markers of malnutrition and clinical outcomes in older adults with cancer: systematic review, narrative synthesis and meta-analysis. Eur J Clin Nutr (2020) 74(11):1519–35. doi: 10.1038/s41430-020-0629-0
    1. Wang X, Hu LP, Qin WT, Yang Q, Chen DY, Li Q, et al. . Identification of a subset of immunosuppressive P2RX1-negative neutrophils in pancreatic cancer liver metastasis. Nat Commun (2021) 12(1):174. doi: 10.1038/s41467-020-20447-y
    1. Wang L, Liu Y, Dai Y, Tang X, Yin T, Wang C, et al. . Single-cell RNA-seq analysis reveals BHLHE40-driven pro-tumour neutrophils with hyperactivated glycolysis in pancreatic tumour microenvironment. Gut (2022) 72(5):958–71. doi: 10.1136/gutjnl-2021-326070
    1. Cerezo-Wallis D, Hidalgo A. A hypoxic ride for neutrophils in PDAC. Gut (2022) 72(5):817–8. doi: 10.1136/gutjnl-2022-327953
    1. Jaillon S, Ponzetta A, Di Mitri D, Santoni A, Bonecchi R, Mantovani A. Neutrophil diversity and plasticity in tumour progression and therapy. Nat Rev Cancer (2020) 20(9):485–503. doi: 10.1038/s41568-020-0281-y
    1. Hidalgo A, Chilvers ER, Summers C, Koenderman L. The neutrophil life cycle. Trends Immunol (2019) 40(7):584–97. doi: 10.1016/j.it.2019.04.013
    1. Deng ZL, Zhou DZ, Cao SJ, Li Q, Zhang JF, Xie H. Development and validation of an inflammatory response-related gene signature for predicting the prognosis of pancreatic adenocarcinoma. Inflammation (2022) 45(4):1732–51. doi: 10.1007/s10753-022-01657-6
    1. Looi CK, Chung FF, Leong CO, Wong SF, Rosli R, Mai CW. Therapeutic challenges and current immunomodulatory strategies in targeting the immunosuppressive pancreatic tumor microenvironment. J Exp Clin Cancer Res (2019) 38(1):162. doi: 10.1186/s13046-019-1153-8
    1. Chellappa S, Hugenschmidt H, Hagness M, Line PD, Labori KJ, Wiedswang G, et al. . Regulatory T cells that co-express RORgammat and FOXP3 are pro-inflammatory and immunosuppressive and expand in human pancreatic cancer. Oncoimmunology (2016) 5(4):e1102828. doi: 10.1080/2162402X.2015.1102828
    1. Brouwer T, Ijsselsteijn M, Oosting J, Ruano D, van der Ploeg M, Dijk F, et al. . A paradoxical role for regulatory T cells in the tumor microenvironment of pancreatic cancer. Cancers (Basel) (2022) 14(16):3862. doi: 10.3390/cancers14163862
    1. Maouia A, Rebetz J, Kapur R, Semple JW. The immune nature of platelets revisited. Transfus Med Rev (2020) 34(4):209–20. doi: 10.1016/j.tmrv.2020.09.005
    1. Schlesinger M. Role of platelets and platelet receptors in cancer metastasis. J Hematol Oncol (2018) 11(1):125. doi: 10.1186/s13045-018-0669-2
    1. Haemmerle M, Stone RL, Menter DG, Afshar-Kharghan V, Sood AK. The platelet lifeline to cancer: challenges and opportunities. Cancer Cell (2018) 33(6):965–83. doi: 10.1016/j.ccell.2018.03.002
    1. Mitrugno A, Tassi Yunga S, Sylman JL, Zilberman-Rudenko J, Shirai T, Hebert JF, et al. . The role of coagulation and platelets in colon cancer-associated thrombosis. Am J Physiol Cell Physiol (2019) 316(2):C264–73. doi: 10.1152/ajpcell.00367.2018
    1. Nguyen DT, Lee E, Alimperti S, Norgard RJ, Wong A, Lee JJ, et al. . A biomimetic pancreatic cancer on-chip reveals endothelial ablation via ALK7 signaling. Sci Adv (2019) 5(8):eaav6789. doi: 10.1126/sciadv.aav6789
    1. Schizas D, Charalampakis N, Kole C, Economopoulou P, Koustas E, Gkotsis E, et al. . Immunotherapy for pancreatic cancer: a 2020 update. Cancer Treat Rev (2020) 86:102016. doi: 10.1016/j.ctrv.2020.102016

Source: PubMed

3
Subscribe