Jie Luo’s research while affiliated with Tongji Medical University and other places

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Publications (2)


Prognostic Value of Inflammatory and Nutritional Indexes among Advanced NSCLC Patients Receiving PD-1 Inhibitor Therapy
  • Article
  • Full-text available

November 2022

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29 Reads

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27 Citations

Clinical and Experimental Pharmacology and Physiology

Qiyu Fang

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Wei Li

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Caicun Zhou

Though immunotherapy has to some extent improved the prognosis of patients with advanced non-small cell lung cancer (NSCLC), only a few patients benefit. Furthermore, immunotherapy efficacy is affected by inflammatory and nutritional status of patients. To investigate whether dynamics of inflammatory and nutritional indexes were associated with prognosis, two hundred and twenty-three patients were analyzed retrospectively. The inflammatory indexes of interest were neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR) and systemic immune-inflammation index (SII) while prognostic nutritional index (PNI) and the hemoglobin, albumin, lymphocyte and platelet (HALP) score were considered as nutritional indexes. Patients were divided into high and low groups or into 'increase' and 'decrease' groups based on pre-treatment cut-off values and index dynamics after six-week follow-up respectively. High pre-treatment PLR (OR =2.612) and increase in NLR during follow-up (OR =2.516) were significantly associated with lower objective response rates. Using multivariable analysis, high pre-treatment PLR (HR, 2.319) and increase in SII (HR, 1.731) predicted shorter progression-free survival, while high pre-treatment NLR (HR, 1.635), increase in NLR (HR, 1.663) and PLR (HR, 1.691) and decrease in PNI (HR, 0.611) predicted worse overall survival. The nomogram's c-index in inside validation was 0.718 (95% CI: 0.670-0.766). Our results indicated both nutritional and inflammatory indexes are associated with survival outcomes. Inflammatory indexes were additionally linked to treatment response. Index dynamics are better predictors than baseline values in predicting survival in advanced NSCLC patients receiving PD-1 inhibitor combined with chemotherapy as first-line. This article is protected by copyright. All rights reserved.

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Groups according to the combined PNI score.
PNI indicates prognostic nutritional index.
The ROC analysis of the baseline PNI scores and combined PNI score to predict the survival of patients with advanced NSCLC treated with anti-PD-1 immunotherapy. (A) The ROC curve analysis of the baseline PNI score. (B) The ROC curve analysis of the combined PNI score.
NSCLC indicates non-small cell lung cancer; PD-1, programmed cell death protein 1; PNI, prognostic nutritional index; ROC, receiver-operating characteristic.
Baseline PNI scores and PNI score variations and their effects on the PFS and OS of patients with advanced NSCLC who received PD-1 inhibitor treatment. Kaplan-Meier curves for the PFS and OS (A, B) stratified by the baseline PNI score, (C, D) PNI score variations, and (E, F) combined PNI score.
NSCLC indicates non-small cell lung cancer; OS, overall survival; PD-1, programmed cell death protein 1; PFS, progression-free survival; PNI, prognostic nutritional index.
PNI score variations for patients with NSCLC in groups with different tumour responses.
NSCLC indicates non-small cell lung cancer; PD, progressive disease; PNI, prognostic nutritional index; PR, partial response; SD,stable disease.
Baseline characteristics of the patients.

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Combination of Baseline and Variation of Prognostic Nutritional Index Enhances the Survival Predictive Value of Patients With Advanced Non-Small Cell Lung Cancer Treated With Programmed Cell Death Protein 1 Inhibitor

November 2022

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81 Reads

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2 Citations

Background Low baseline prognostic nutritional index (PNI) scores are associated with poor survival for various malignancies; however, they vary based on the cohort and time resulting in inaccurate results. We determined the predictive value of the PNI score variations in addition to the baseline PNI scores for patients with advanced non-small cell lung cancer (NSCLC) who received programmed cell death protein 1 (PD-1) inhibitor. Methods We retrospectively analysed 115 patients with advanced NSCLC who received PD-1 inhibitor. The median follow-up period was 28 months. Patients were clustered into four groups based on the combined PNI scores (combination of baseline and variation of PNI scores): ΔPNI-L-L, ΔPNI-L-H, ΔPNI-H-L, and ΔPNI-H-H subgroups. For instance, if PNI scores of patients with high baseline PNI score increased from baseline to 6 weeks after treatment, they were included in the ΔPNI-H-H subgroup. Cox regression models were used to identify the factors associated with survival. Results The baseline PNI score was only related to the overall survival (OS) (P = .026), and not to the overall response rate (ORR) (P = .299) and progression-free survival (PFS) (P = .207). The ORR was associated with the combined PNI scores (P = .017). A multivariable Cox regression analysis confirmed that the combined PNI scores were independent factors for PFS (ΔPNI-L-H, 12 months, hazard ratio [HR] = 0.449, P = .009; ΔPNI-H-L, 14 months, HR = 0.500, P = .019; and ΔPNI-H-H, 17 months, HR = 0.390, P = .012; vs ΔPNI-L-L, 8 months) and OS (ΔPNI-L-H, 27 months, HR = 0.403, P = .019; ΔPNI-H-L, 28 months, HR = 0.369, P = .010; and ΔPNI-H-H, not reached, HR = 0.087, P = .002; vs ΔPNI-L-L, 15 months). Conclusions Patients with high baseline PNI and increased PNI score had the better survival outcome. On dynamic monitoring and comprehensive assessment, the combined PNI scores significantly enhanced the survival predictive ability of patients with NSCLC treated with PD-1 inhibitor.

Citations (1)


... We found that the combined score more accurately reflected disease progression and survival outcomes compared to using NRS2002 or NLR alone. The study showed that as NRS-NLR scores increased, patients exhibited poorer treatment outcomes and survival prognoses, consistent with previous research on the role of nutritional and inflammatory markers in cancer therapy [30,31]. This trend was confirmed in patients at different stages, demonstrating that the combined scoring system can reliably predict outcomes across various stages of tumor progression, particularly in advanced NSCLC patients treated with immunotherapy. ...

Reference:

Prognostic value of combined nutritional and inflammatory markers in NSCLC patients receiving ICIs
Prognostic Value of Inflammatory and Nutritional Indexes among Advanced NSCLC Patients Receiving PD-1 Inhibitor Therapy

Clinical and Experimental Pharmacology and Physiology