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Wang Y, Sun C, Liu M, Xu P, Li Y, Zhang Y, Huang J. Dysregulated gene expression of SUMO machinery components induces the resistance to anti-PD-1 immunotherapy in lung cancer by upregulating the death of peripheral blood lymphocytes. Front Immunol 2024; 15:1424393. [PMID: 39211047 PMCID: PMC11357960 DOI: 10.3389/fimmu.2024.1424393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Accepted: 07/30/2024] [Indexed: 09/04/2024] Open
Abstract
Background The majority of patients with lung cancer exhibit drug resistance after anti-PD-1 immunotherapy, leading to shortened patient survival time. Previous studies have suggested an association between epigenetic abnormalities such as methylation and clinical response to anti-PD-1 immunotherapy, while the role of SUMOylation in resistance to anti-PD-1 antibody immunotherapy is still unclear. Methods Here, the mRNA expression of 15 SUMO machinery components in PBMC from lung cancer patients receiving anti-PD-1 immunotherapy were analyzed using real-time PCR. Base on the percentage change in mRNA levels, the relationship between the expression of SUMO machinery components and outcomes of anti-PD-1 immunotherapy, and the influencing factors of SUMOylation were evaluated. PBMC was treated with different concentrations of 2-D08 (a specific inhibitor of SUMOylation) in vitro, and analyzed the activation and the death rates of lymphocyte subsets by flow cytometry analysis. Results A predictive method, base on the gene expression of three SUMO machinery components (SUMO1, SUMO3 and UBE2I), were developed to distinguish non-responders to PD-1 inhibitors. Furthermore, the number of lymphocytes in peripheral blood significantly reduced in the dysregulated SUMOylation groups (the percentage change >100 or -50 ~ -100 groups). In vitro studies confirmed that lightly low SUMOylation level improved the activation status of T and NK lymphocytes, but extremely low SUMOylation level lead to the increased death rates of lymphocytes. Conclusion Our findings implied that dysregulated gene expression of SUMO machinery components could induce the resistance of anti-PD-1 immunotherapy in lung cancer by upregulating the death of peripheral blood lymphocytes. These data might provide effective circulating biomarkers for predicting the efficacy of anti-PD-1 immunotherapy, and uncovered a novel regulatory mechanism of resistance to anti-PD-1 immunotherapy.
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Affiliation(s)
- Ying Wang
- Department of Laboratory Medicine, The First Hospital of Jilin University, Changchun, China
| | - Chao Sun
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Mengmeng Liu
- Department of Laboratory Medicine, The First Hospital of Jilin University, Changchun, China
| | - Panyang Xu
- Department of Laboratory Medicine, The First Hospital of Jilin University, Changchun, China
| | - Yanyan Li
- Department of Laboratory Medicine, The First Hospital of Jilin University, Changchun, China
| | - Yongsheng Zhang
- Prenatal Diagnosis Center, Reproductive Medicine Center, The First Hospital of Jilin University, Changchun, China
| | - Jing Huang
- Department of Laboratory Medicine, The First Hospital of Jilin University, Changchun, China
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Shang H, Chen Y, Wang Q, Yang Y, Zhang J. A Correlation Evaluation Between the Peripheral Blood Index and the Prognosis of Advanced Esophageal Squamous Cell Carcinoma Patients Treated with Camrelizumab. J Inflamm Res 2024; 17:2009-2021. [PMID: 38566981 PMCID: PMC10986412 DOI: 10.2147/jir.s450669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 03/20/2024] [Indexed: 04/04/2024] Open
Abstract
Purpose This study aimed to investigate the relationship between peripheral blood indices and the efficacy and prognosis of advanced esophageal squamous cell carcinoma (ESCC) patients treated with camrelizumab. Patients and Methods We retrospectively analyzed 64 patients who received camrelizumab for advanced ESCC at the Second People's Hospital of Lianyungang City between July 2020 and June 2022. The study included examination of the neutrophil-to-lymphocyte ratio (NLR), the platelet-to-lymphocyte ratio (PLR), the systemic inflammation index (SII), the lymph-to-monocytes ratio (LMR), the absolute lymphocyte count (ALC), and lactate dehydrogenase (LDH). We used multivariate logistic regression analysis to explore the link existing between peripheral blood and the efficacy of treatment. Determination of potential prognostic factors for Progression-free survival (PFS) and Overall survival (OS) using Cox regression analysis. The nomogram model was developed based on the results of the Cox multivariate analysis. Patients were divided into three groups according to the reduction in LDH and LDL levels before treatment, and the Kaplan-Meier survival curves for the three groups were compared and ROC curves for LDH combined with PLR were plotted. Results Lower LDH (OR=6.237, 95% CI: 1.625-23.944) were independently associated with disease control rates(DCR). LDH was independently correlated with PFS (HR: 0.227 95% CI: 0.099-0.517). LDH and PLR were independently linked to OS. The C index of the nomogram model is 0.819, indicating good predictive performance. Kaplan-Meier Survival Curve suggested better OS in patients with reduced pretreatment LDH and PLR. The area under the ROC curve showed that the LDH index combined with the PLR index predicts patient survival better than the index alone. Conclusion LDH combined with PLR predicted prognosis in patients with ESCC treated with camrelizumab.
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Affiliation(s)
- Haotian Shang
- Department of Oncology, Clinical College of Second People’s Hospital of Lianyungang, Bengbu Medical College, Lianyungang, People’s Republic of China
| | - Yanan Chen
- Department of Oncology, Clinical College of Second People’s Hospital of Lianyungang, Bengbu Medical College, Lianyungang, People’s Republic of China
| | - Qiulu Wang
- Department of Oncology, Clinical College of Second People’s Hospital of Lianyungang, Bengbu Medical College, Lianyungang, People’s Republic of China
| | - Yongliang Yang
- Department of Oncology, Clinical College of Second People’s Hospital of Lianyungang, Bengbu Medical College, Lianyungang, People’s Republic of China
| | - Jingyu Zhang
- Department of Oncology, Clinical College of Second People’s Hospital of Lianyungang, Bengbu Medical College, Lianyungang, People’s Republic of China
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Jiang QY, Xue RY. Neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio: Markers predicting immune-checkpoint inhibitor efficacy and immune-related adverse events. World J Gastrointest Oncol 2024; 16:577-582. [PMID: 38577447 PMCID: PMC10989358 DOI: 10.4251/wjgo.v16.i3.577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 12/14/2023] [Accepted: 01/18/2024] [Indexed: 03/12/2024] Open
Abstract
We conducted a comprehensive review of existing prediction models pertaining to the efficacy of immune-checkpoint inhibitor (ICI) and the occurrence of immune-related adverse events (irAEs). The predictive potential of neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) in determining ICI effectiveness has been extensively investigated, while limited research has been conducted on predicting irAEs. Furthermore, the combined model incorporating NLR and PLR, either with each other or in conjunction with additional markers such as carcinoembryonic antigen, exhibits superior predictive capabilities compared to individual markers alone. NLR and PLR are promising markers for clinical applications. Forthcoming models ought to incorporate established efficacious models and newly identified ones, thereby constituting a multifactor composite model. Furthermore, efforts should be made to explore effective clinical application approaches that enhance the predictive accuracy and efficiency.
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Affiliation(s)
- Qiu-Yu Jiang
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Shanghai Institute of Liver Disease, Fudan University, Shanghai 200032, China
| | - Ru-Yi Xue
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Shanghai Institute of Liver Disease, Fudan University, Shanghai 200032, China
- Department of Gastroenterology and Hepatology, Shanghai Baoshan District Wusong Central Hospital (Zhongshan Hospital Wusong Branch, Fudan University), Shanghai 200940, China
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Su S, Chen F, Lv X, Qi L, Ding Z, Ren W, Wei M, Liu Y, Yu L, Liu B, Wang L. Predictive value of peripheral blood biomarkers in patients with non-small-cell lung cancer responding to anti-PD-1-based treatment. Cancer Immunol Immunother 2024; 73:12. [PMID: 38231411 PMCID: PMC10794255 DOI: 10.1007/s00262-023-03620-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 12/18/2023] [Indexed: 01/18/2024]
Abstract
BACKGROUND The introduction of the anti-PD-1 antibody has greatly improved the clinical outcomes of patients with non-small cell lung cancer (NSCLC). In this study, we retrospectively analyzed the efficacy of PD-1 antibody-based therapy in patients with locally advanced inoperable or metastatic NSCLC and reported an association between peripheral blood biomarkers and clinical response in these patients. METHODS This single-center study included medical record data of patients with NSCLC treated with the PD-1 antibody as a first-line or subsequent line of treatment, either as monotherapy or in combination with chemotherapy. The patients were enrolled from 2020 to 2022. We dynamically evaluated multiple Th1 and Th2 cytokines in the blood serum and analyzed the phenotype of T cells from the peripheral blood to explore the correlation between cytokine levels, T cell phenotypes, and clinical response. RESULTS A total of 88 patients with stage IIIA-IV NSCLC were enrolled, out of which 60 (68.18%) achieved a partial response (PR), 13 (14.77%) had stable disease (SD), and 15 (17.05%) experienced disease progression (PD). The disease control rate was 82.95%. Our results suggested a significant reduction (P = 0.002, P < 0.005) in lymphocyte absolute counts after treatment in patients with PD. Higher levels of IFN-γ (P = 0.023, P < 0.05), TNF-α (P = 0.00098, P < 0.005), IL-4 (P = 0.0031, P < 0.005), IL-5 (P = 0.0015, P < 0.005), and IL-10 (P = 0.036, P < 0.05) were detected in the peripheral blood before treatment in the PR group compared to the PD group. Moreover, patients with high levels of IL-5, IL-13, IL-4, IL-6, IFN-γ, and TNF-α (> 10 ng/mL) had superior progression-free survival compared to those with low levels (< 10 ng/mL). Furthermore, PD-1 expression on CD8+ T cells was higher in patients who showed a PR than in those who did not show a response (SD + PD; P = 0.042, P < 0.05). CONCLUSIONS The findings of this study imply that the decrease in absolute blood lymphocyte counts after treatment is correlated with disease progression. Serum cytokine levels may predict the effectiveness and survival rates of anti-PD-1 blockade therapy in patients with NSCLC. In addition, PD-1 expression on CD8+ T cells was positively associated with better clinical response. Our findings highlight the potential of peripheral blood biomarkers to predict the effectiveness of PD-1-targeted treatments in patients with NSCLC. Larger prospective studies are warranted to further clarify the value of these biomarkers.
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Affiliation(s)
- Shu Su
- The Comprehensive Cancer Center of Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School of Nanjing University & Clinical Cancer Institute of Nanjing University, Nanjing, 210032, Jiangsu, China
| | - Fungjun Chen
- The Comprehensive Cancer Center of Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School of Nanjing University & Clinical Cancer Institute of Nanjing University, Nanjing, 210032, Jiangsu, China
| | - Xin Lv
- The Comprehensive Cancer Center of Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School of Nanjing University & Clinical Cancer Institute of Nanjing University, Nanjing, 210032, Jiangsu, China
| | - Liang Qi
- The Comprehensive Cancer Center of Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School of Nanjing University & Clinical Cancer Institute of Nanjing University, Nanjing, 210032, Jiangsu, China
| | - Zhou Ding
- The Comprehensive Cancer Center of Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School of Nanjing University & Clinical Cancer Institute of Nanjing University, Nanjing, 210032, Jiangsu, China
| | - Wei Ren
- The Comprehensive Cancer Center of Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School of Nanjing University & Clinical Cancer Institute of Nanjing University, Nanjing, 210032, Jiangsu, China
| | - Ming Wei
- Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
| | - Ye Liu
- Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
| | - Lixia Yu
- The Comprehensive Cancer Center of Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School of Nanjing University & Clinical Cancer Institute of Nanjing University, Nanjing, 210032, Jiangsu, China
| | - Baorui Liu
- The Comprehensive Cancer Center of Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School of Nanjing University & Clinical Cancer Institute of Nanjing University, Nanjing, 210032, Jiangsu, China
| | - Lifeng Wang
- The Comprehensive Cancer Center of Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School of Nanjing University & Clinical Cancer Institute of Nanjing University, Nanjing, 210032, Jiangsu, China.
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van den Heuvel M, Holdenrieder S, Schuurbiers M, Cigoianu D, Trulson I, van Rossum H, Lang D. Serum tumor markers for response prediction and monitoring of advanced lung cancer: A review focusing on immunotherapy and targeted therapies. Tumour Biol 2024; 46:S233-S268. [PMID: 37248927 DOI: 10.3233/tub-220039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023] Open
Abstract
BACKGROUND The value of serum tumor markers (STMs) in the current therapeutic landscape of lung cancer is unclear. OBJECTIVE This scoping review gathered evidence of the predictive, prognostic, and monitoring value of STMs for patients with advanced lung cancer receiving immunotherapy (IT) or targeted therapy (TT). METHODS Literature searches were conducted (cut-off: May 2022) using PubMed and Cochrane CENTRAL databases. Medical professionals advised on the search strategies. RESULTS Study heterogeneity limited the evidence and inferences from the 36 publications reviewed. While increased baseline levels of serum cytokeratin 19 fragment antigen (CYFRA21-1) and carcinoembryonic antigen (CEA) may predict IT response, results for TT were less clear. For monitoring IT-treated patients, STM panels (including CYFRA21-1, CEA, and neuron-specific enolase) may surpass the power of single analyses to predict non-response. CYFRA21-1 measurement could aid in monitoring TT-treated patients, but the value of CEA in this context requires further investigation. Overall, baseline and dynamic changes in individual or combined STM levels have potential utility to predict treatment outcome and for monitoring of patients with advanced lung cancer. CONCLUSIONS In advanced lung cancer, STMs provide additional relevant clinical information by predicting treatment outcome, but further standardization and validation is warranted.
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Affiliation(s)
- Michel van den Heuvel
- Department of Pulmonology, Radboud University Medical Center - Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
| | - Stefan Holdenrieder
- Institute for Laboratory Medicine, German Heart Centre, Technical University of Munich, Munich, Germany
| | - Milou Schuurbiers
- Department of Pulmonology, Radboud University Medical Center - Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
| | | | - Inga Trulson
- Institute for Laboratory Medicine, German Heart Centre, Technical University of Munich, Munich, Germany
| | - Huub van Rossum
- Department of Laboratory Medicine, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - David Lang
- Department of Internal Medicine - Pulmonology, Johannes Kepler University Hospital, Linz, Austria
- Medical Faculty, Johannes Kepler University, Linz, Austria
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Trulson I, Holdenrieder S. Prognostic value of blood-based protein biomarkers in non-small cell lung cancer: A critical review and 2008-2022 update. Tumour Biol 2024; 46:S111-S161. [PMID: 37927288 DOI: 10.3233/tub-230009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2023] Open
Abstract
BACKGROUND Therapeutic possibilities for non-small cell lung cancer (NSCLC) have considerably increased during recent decades. OBJECTIVE To summarize the prognostic relevance of serum tumor markers (STM) for early and late-stage NSCLC patients treated with classical chemotherapies, novel targeted and immune therapies. METHODS A PubMed database search was conducted for prognostic studies on carcinoembryonic antigen (CEA), cytokeratin-19 fragment (CYFRA 21-1), neuron-specific enolase, squamous-cell carcinoma antigen, progastrin-releasing-peptide, CA125, CA 19-9 and CA 15-3 STMs in NSCLC patients published from 2008 until June 2022. RESULTS Out of 1069 studies, 141 were identified as meeting the inclusion criteria. A considerable heterogeneity regarding design, patient number, analytical and statistical methods was observed. High pretherapeutic CYFRA 21-1 levels and insufficient decreases indicated unfavorable prognosis in many studies on NSCLC patients treated with chemo-, targeted and immunotherapies or their combinations in early and advanced stages. Similar results were seen for CEA in chemotherapy, however, high pretherapeutic levels were sometimes favorable in targeted therapies. CA125 is a promising prognostic marker in patients treated with immunotherapies. Combinations of STMs further increased the prognostic value over single markers. CONCLUSION Protein STMs, especially CYFRA 21-1, have prognostic potential in early and advanced stage NSCLC. For future STM investigations, better adherence to comparable study designs, analytical methods, outcome measures and statistical evaluation standards is recommended.
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Affiliation(s)
- Inga Trulson
- Munich Biomarker Research Center, Institute for Laboratory Medicine, German Heart Center, Technical University of Munich, Munich, Germany
| | - Stefan Holdenrieder
- Munich Biomarker Research Center, Institute for Laboratory Medicine, German Heart Center, Technical University of Munich, Munich, Germany
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Peng Y, Qi Q, Zhu M, Zhang Y, Bao Y, Liu Y. Plasma levels of 12 different cytokines correlate to PD-1 inhibitor combined chemotherapy responses in advanced non-small-cell lung cancer patient. Int Immunopharmacol 2023; 124:110888. [PMID: 37690239 DOI: 10.1016/j.intimp.2023.110888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 08/17/2023] [Accepted: 08/29/2023] [Indexed: 09/12/2023]
Abstract
BACKGROUND Targeted anti-programmed death receptor 1 (PD-1) monoclonal antibodies, when combined with chemotherapy, have shown improved outcomes in non-small cell lung cancer (NSCLC). However, it is important to note that not all patients benefit from this treatment, and there is a pressing need for more reliable efficacy measures and potential predictors of outcome. Cytokines, which are important molecules in the immune system, have been considered as potential biomarkers in clinical settings, but their precise clinical use remains unclear. In this study, our objective was to assess whether the levels of cytokines in the patient's blood sample are associated with tumor response to anti-PD-1 monoclonal antibodies combined with chemotherapy as well as the survival of patients with advanced non-small cell lung cancer. MATERIALS AND METHODS A total of 12 plasma cytokines were measured in advanced NSCLC patients (n = 35) and healthy individuals (n = 26) using multi-microsphere flow immunofluorescence. The relationship between cytokine levels and clinical response was analyzed using nonparametric Wilcoxon matched-pair ranked tests. Progression-free survival (PFS) time was recorded for all patients through radiographic outcome assessment and telephone follow-up. Survival curves were generated using the Kaplan-Meier and log-rank tests, and the thresholds for cytokines were determined using receiver operating characteristic analysis (ROC). RESULTS The expression levels of interleukin IL-6, IL-1 β, IFN-γ, IL-12p70, and TNF-α were significantly lower in the control group than those in the NSCLC group (p = 0.001, p = 0.0028, p = 0.019, p = 0.0001, p = 0.0021). High IL-10 levels at baseline and after 4 cycles of treatment conferred a worse prognosis; in addition, high TNF-α levels in patients after two cycles of immunochemotherapy suggested drug resistance. High levels of IL-6 and IFN-γ in patients undergoing four cycles of immunochemotherapy were associated with worse PFS. CONCLUSIONS Our study suggests that cytokines can serve as detection indicators for predicting efficacy in non-small cell lung cancer patients undergoing anti-PD-1 combined with chemotherapy treatment. Elevated levels of IL-10, TNF-α, IL-6, and IFN-γ in the plasma may indicate a higher likelihood of experiencing a worse clinical outcome.
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Affiliation(s)
- Yun Peng
- Clinical Oncology Laboratory, Changzhou Tumor Hospital, Changzhou, Jiangsu Province 213002, China
| | - Qiufeng Qi
- Clinical Oncology Laboratory, Changzhou Tumor Hospital, Changzhou, Jiangsu Province 213002, China
| | - Ming Zhu
- Clinical Oncology Laboratory, Changzhou Tumor Hospital, Changzhou, Jiangsu Province 213002, China
| | - Yaping Zhang
- Clinical Oncology Laboratory, Changzhou Tumor Hospital, Changzhou, Jiangsu Province 213002, China
| | - Yanqing Bao
- Clinical Oncology Laboratory, Changzhou Tumor Hospital, Changzhou, Jiangsu Province 213002, China
| | - Yongping Liu
- Clinical Oncology Laboratory, Changzhou Tumor Hospital, Changzhou, Jiangsu Province 213002, China; Department of Oncology, Changzhou Tumor Hospital, Changzhou, Jiangsu Province 213002, China.
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Cui Q, Li W, Wang D, Wang S, Yu J. Prognostic significance of blood-based PD-L1 analysis in patients with non-small cell lung cancer undergoing immune checkpoint inhibitor therapy: a systematic review and meta-analysis. World J Surg Oncol 2023; 21:318. [PMID: 37821941 PMCID: PMC10566159 DOI: 10.1186/s12957-023-03215-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 10/03/2023] [Indexed: 10/13/2023] Open
Abstract
BACKGROUND The main types of PD-L1 in the blood include soluble PD-L1 (sPD-L1), exosomal PD-L1 (exoPD-L1), and PD-L1 in circulating tumor cells (CTCs). However, the predictive and prognostic values of these three indicators in patients with non-small cell lung cancer (NSCLC) undergoing immune checkpoint inhibitor (ICI) therapy are unclear, warranting a systematic meta-analysis. METHODS A systematic literature search was performed in the PubMed, Cochrane Library, and Embase databases. The pooled hazard ratio (HR) and 95% confidence interval (CI) values were extracted from the included studies to investigate the correlation between the three PD-L1 indicators and overall survival (OS) or progression-free survival (PFS). The Newcastle-Ottawa Scale (NOS) was used to examine the quality of the included studies. Subgroup analyses were employed to investigate the heterogeneity. The publication bias of the included studies was assessed using Begg's and Egger's tests. P < 0.05 was regarded as significantly different. RESULTS The pooled results revealed that high pre-treatment sPD-L1 levels were significantly associated with inferior OS (HR = 2.32, 95% CI = 1.68-3.18, P < 0.001) and PFS (HR = 2.52, 95% CI = 1.72-3.68, P < 0.001). However, dynamic changes in sPD-L1 after immunotherapy were not statistically significant for OS (HR = 1.46, 95% CI = 0.65-3.26, P > 0.05) or PFS (HR = 1.62, 95% CI = 0.92-2.86, P > 0.05). Meanwhile, the upregulated pre-treatment exoPD-L1 levels were significantly associated with poor PFS (HR = 4.44, 95% CI = 2.87-6.89, P < 0.001), whereas the post-treatment dynamic upregulation of exoPD-L1 was significantly correlated with superior PFS (HR = 0.36, 95% CI = 0.24-0.54, P < 0.001) and OS (HR = 0.20, 95% CI = 0.07-0.53, P < 0.001). For PD-L1 in CTCs, the pooled results indicated that PD-L1 expression in CTCs was not significantly correlated with OS (HR = 0.75, 95% CI = 0.49-1.13, P = 0.170) and PFS (HR = 0.79, 95% CI = 0.59-1.06, P = 0.12). CONCLUSIONS Blood-based PD-L1 analysis is a potential strategy for predicting treatment efficacy and prognosis in patients with cancer.
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Affiliation(s)
- Qian Cui
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
- Graduate School, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Wentao Li
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
| | - Dong Wang
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
- Graduate School, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Shuangcui Wang
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
- Graduate School, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Jianchun Yu
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China.
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China.
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Chen Y, Gong L, Gu P, Hua Y, Sun Y, Ni S, Zhou X, Tang Z. Pan-immune-inflammation and its dynamics: predictors of survival and immune-related adverse events in patients with advanced NSCLC receiving immunotherapy. BMC Cancer 2023; 23:944. [PMID: 37803437 PMCID: PMC10557237 DOI: 10.1186/s12885-023-11366-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 09/04/2023] [Indexed: 10/08/2023] Open
Abstract
OBJECTIVES Pan-immune-inflammation value (PIV) is defined by the neutrophil, platelet, monocyte, and lymphocyte counts and is associated with immune-checkpoint inhibitor (ICI) therapy outcomes in advanced non-small cell lung cancer (aNSCLC). However, PIV is dynamic under therapy and its longitudinal assessment may help predict efficacy. This study investigated the impact of baseline PIV and its dynamics on ICI efficacy and its immune-related adverse events (irAEs). The study additionally attempted to understand the biological significance of PIV. PATIENTS AND METHODS This retrospective study analyzed the clinical data of 269 consecutive patients with aNSCLC. PIV was calculated at baseline and at weeks 3-4 to determine its association with overall survival (OS), progression-free survival (PFS), and irAEs. RESULTS Results revealed that low baseline PIV was positively correlated with the incidence of irAEs. Moreover, a low PIV at baseline was significantly associated with a prolonged PFS (median PFS: 10 vs. 7 months, p = 0.0005) and OS (median OS: 29 vs. 21 months, p < 0.0001). When the PIV at baseline and weeks 3-4 was considered together, its low dynamics correlated with a higher incidence of irAEs (p = 0.001), a longer PFS (median PFS, 9 vs. 6 months, p = 0.012), and a longer OS (median OS; 28 vs. 21 months, p = 0.002). CONCLUSION Thus, PIV at baseline and its dynamics are novel and potent predictors of irAEs, PFS, and OS in patients with aNSCLC receiving immunotherapy. Moreover, the PIV dynamics may be an effective, novel surrogate marker to dynamically observe the efficacy of immunotherapy.
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Affiliation(s)
- Yiqun Chen
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China
| | - Lingyan Gong
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China
| | - Pengyang Gu
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China
| | - Yiwen Hua
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China
| | - Yingfang Sun
- Department of Pharmacy, Affiliated Hospital of Nantong University, Pharmacy School of Nantong University, Nantong, 226001, China
| | - Songshi Ni
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China.
| | - Xiaoyu Zhou
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China.
| | - Zhiyuan Tang
- Department of Pharmacy, Affiliated Hospital of Nantong University, Pharmacy School of Nantong University, Nantong, 226001, China.
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Huang J, Xiao Y, Zhou Y, Deng H, Yuan Z, Dong L, Lan J, Li X, Liu G, Hu H, Huang S, Yang X. Baseline serum tumor markers predict the survival of patients with advanced non-small cell lung cancer receiving first-line immunotherapy: a multicenter retrospective study. BMC Cancer 2023; 23:812. [PMID: 37649021 PMCID: PMC10466830 DOI: 10.1186/s12885-023-11312-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Accepted: 08/17/2023] [Indexed: 09/01/2023] Open
Abstract
BACKGROUND This study aimed to investigate the association between baseline serum tumor markers (STMs) (carcinoembryonic antigen [CEA], neuron-specific enolase [NSE], cytokeratin-19 fragment [CYFRA21-1], carbohydrate antigen 19-9 [CA19-9], and carbohydrate antigen 125 [CA125]) and the efficacy of first-line immunotherapy in patients with advanced non-small cell lung cancer. METHODS This multicenter retrospective study evaluated patients who received first-line immunotherapy between July 2017 and July 2022. The endpoints were progression-free survival (PFS) and overall survival (OS), as defined by the Response Evaluation Criteria in Solid Tumors version 1.1. We divided the patients into three groups based on STM levels: Group A ≥ threefold upper limit of normal, threefold upper limit of normal > Group B > upper limit of normal, and Group C ≤ upper limit of normal. RESULTS In total, 716 patients were included in this study. In Cox proportional hazards analyses, the STM levels in Group C were independently associated with superior PFS and OS in patients with lung adenocarcinoma (LUAD). Except for CA19-9 level, the STM levels in Group C were independently associated with superior PFS and OS in patients with lung squamous carcinoma (LUSC). Except for CEA and CA19-9 levels, the levels in Group A were independently associated with inferior PFS and OS in patients with LUAD and LUSC. CONCLUSIONS Serum CEA, NSE, CYFRA21-1, and CA125 levels can predict PFS and OS in patients with LUAD and LUSC, and serum CA19-9 levels can predict PFS and OS in patients with LUAD. The higher the serum NSE, CYFRA21-1, and CA125 levels, the worse the PFS and OS in patients with LUAD and LUSC. In addition, the higher the serum CA19-9 level, the worse the OS in patients with LUAD.
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Affiliation(s)
- Jian Huang
- Department of Thoracic Surgery, Jiangxi Cancer Hospital, Nanchang, Jiangxi, China
| | - Yi Xiao
- Department of Cardio-Thoracic Surgery, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Yubin Zhou
- Department of Cardio-Thoracic Surgery, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Huiyin Deng
- Department of Anesthesiology, Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Zihao Yuan
- The Second Clinical Medical College, Guangdong Medical University, Dongguan, Guangdong, China
| | - Longyan Dong
- The Second Clinical Medical College, Guangdong Medical University, Dongguan, Guangdong, China
| | - Jun Lan
- Department of General Surgery, the People's Hospital of Gaoan City. Gaoan, Jiangxi, China
| | - Xiane Li
- Jiangxi Cancer Hospital, Nanchang, Jiangxi, China
| | - Gaijiao Liu
- Department of Anesthesiology, Shenzhen Second People's Hospital, Guangzhou, China
| | - Hao Hu
- Department of Radiation Therapy, General Hospital of Southern Theater Command, Guangzhou, Guangdong, China.
| | - Shaohong Huang
- Department of Cardio-Thoracic Surgery, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China.
| | - Xiongwen Yang
- Department of Thoracic Surgery, Jiangxi Cancer Hospital, Nanchang, Jiangxi, China.
- School of Medicine, South China University of Technology, Guangzhou, Guangdong, China.
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11
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Chen S, Han L, Guo S, Tan Z, Dai G. Hyperprogressive disease during PD-1 blockade in patients with advanced pancreatic cancer. Hum Vaccin Immunother 2023; 19:2252692. [PMID: 37675466 PMCID: PMC10486295 DOI: 10.1080/21645515.2023.2252692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 08/02/2023] [Accepted: 08/13/2023] [Indexed: 09/08/2023] Open
Abstract
The occurrence of markedly accelerated tumor growth during immunotherapy is considered a new mode of progression called hyperprogressive disease (HPD) and its impact on pancreatic cancer (PC) patients receiving immunotherapy is unknown. In this study, we described and explored the incidence, prognosis and predictors of HPD in patients with advanced PC treated with programmed cell death-1 (PD-1) inhibitors. We retrospectively analyzed clinicopathological data from 104 patients with advanced pancreatic cancer who were treated with PD-1 inhibitors at our institution during 2015-2020 and identified 10 (9.6%) patients with HPD. Overall survival (OS) was significantly poorer in patients with HPD compared to patients with progressive disease (PD) (median OS: 5.6 vs. 3.6 months, p < .01). Clinicopathological factors associated with the occurrence of HPD included smoking, metastatic sites >2, liver metastasis, antibiotic therapy within 21 days before immunotherapy (Abx B21), hemoglobin (Hb) level <110 g/L, and PD-1 inhibitor treatment line >2. Subgroup analysis showed that high levels of CA19-9 at baseline were associated with the development of subsequent HPD (p = .024) and a worse prognosis (mOS:16.2 months vs. 6.1 months, p < .01). Our study demonstrated that HPD may occur in PC patients treated with PD-1 inhibitors and is associated with several clinicopathological characteristics and poor prognosis. The baseline tumor marker CA19-9 may be one of the early predictors of HPD development in PC patients receiving immunotherapy.
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Affiliation(s)
- Shiyun Chen
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Oncology, Medical School of Chinese PLA, Beijing, China
| | - Lu Han
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Oncology, Medical School of Chinese PLA, Beijing, China
| | - Shiyuan Guo
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Oncology, Medical School of Chinese PLA, Beijing, China
| | - Zhaoli Tan
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Guanghai Dai
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
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12
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Li C, Wu J, Jiang L, Zhang L, Huang J, Tian Y, Zhao Y, Liu X, Xia L, E H, Gao P, Hou L, Yang M, Ma M, Su C, Zhang H, Chen H, She Y, Xie D, Luo Q, Chen C. The predictive value of inflammatory biomarkers for major pathological response in non-small cell lung cancer patients receiving neoadjuvant chemoimmunotherapy and its association with the immune-related tumor microenvironment: a multi-center study. Cancer Immunol Immunother 2023; 72:783-794. [PMID: 36056951 DOI: 10.1007/s00262-022-03262-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 07/19/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND Inflammatory biomarkers in the peripheral blood have been established as predictors for immunotherapeutic efficacy in advanced non-small cell lung cancer (NSCLC). Whether they can also predict major pathological response (MPR) in neoadjuvant setting remains unclear. METHODS In this multi-center retrospective study, 122 and 92 stage I-IIIB NSCLC patients from six hospitals who received neoadjuvant chemoimmunotherapy followed by surgery were included in the discovery and external validation cohort, respectively. Baseline and on-treatment neutrophil-to-lymphocyte ratio (NLR), derived NLR (dNLR), platelet-to-lymphocyte ratio (PLR), monocyte-to-lymphocyte ratio (MLR) and systemic immune-inflammation index (SII) were calculated and associated with MPR. Furthermore, resected tumor samples from 37 patients were collected for RNA-sequencing to investigate the immune-related tumor microenvironment. RESULTS In both the discovery and validation cohorts, the on-treatment NLR, dNLR, PLR, and SII levels were significantly lower in the patients with MPR versus non-MPR. On-treatment SII remained an independent predictor of MPR in multivariate logistic regression analysis. The area under the curve (AUC) of on-treatment SII for predicting MPR was 0.75 (95%CI, 0.67-0.84) in the discovery cohort. Moreover, the predictive value was further improved by combining the on-treatment SII and radiological tumor regression data, demonstrating an AUC of 0.82 (95%CI, 0.74-0.90). The predictive accuracy was validated in the external cohort. Compared with the SII-high group, patients with SII-Low were associated with the activated B cell receptor signaling pathway and a higher intratumoral immune cell infiltration level. CONCLUSIONS On-treatment SII was independently associated with MPR in NSCLC patients receiving neoadjuvant chemoimmunotherapy. Further prospective studies are warranted.
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Affiliation(s)
- Chongwu Li
- Department of Thoracic Surgery, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China
| | - Junqi Wu
- Department of Thoracic Surgery, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China
| | - Long Jiang
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, People's Republic of China
| | - Lei Zhang
- Department of Thoracic Surgery, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China
| | - Jia Huang
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, People's Republic of China
| | - Yu Tian
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, People's Republic of China
| | - Yue Zhao
- Department of Thoracic Surgery, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China
| | - Xiucheng Liu
- Department of Thoracic Surgery, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China
| | - Lang Xia
- Department of Thoracic Surgery, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China
| | - Haoran E
- Department of Thoracic Surgery, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China
| | - Peigen Gao
- Department of Thoracic Surgery, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China
| | - Likun Hou
- Department of Pathology, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China
| | - Minglei Yang
- Department of Thoracic Surgery, Ningbo No. 2 Hospital, Chinese Academy of Sciences, Zhejiang, People's Republic of China
| | - Minjie Ma
- Department of Thoracic Surgery, The First Hospital of Lanzhou University, Gansu, People's Republic of China
| | - Chunxia Su
- Department of Oncology, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China
| | - Hao Zhang
- Department of Thoracic Surgery, Affiliated Hospital of Xuzhou Medical University, Jiangsu, People's Republic of China
| | - Hezhong Chen
- Department of Thoracic Surgery, Changhai Hospital, Second Military Medical University, Shanghai, People's Republic of China
| | - Yunlang She
- Department of Thoracic Surgery, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China
| | - Dong Xie
- Department of Thoracic Surgery, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China.
| | - Qingquan Luo
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, People's Republic of China.
| | - Chang Chen
- Department of Thoracic Surgery, School of Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China.
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13
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Fang Q, Yu J, Li W, Luo J, Deng Q, Chen B, He Y, Zhang J, Zhou C. Prognostic value of inflammatory and nutritional indexes among advanced NSCLC patients receiving PD-1 inhibitor therapy. Clin Exp Pharmacol Physiol 2023; 50:178-190. [PMID: 36419356 PMCID: PMC10107359 DOI: 10.1111/1440-1681.13740] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/13/2022] [Accepted: 11/20/2022] [Indexed: 11/25/2022]
Abstract
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, 223 patients were analysed 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 haemoglobin, 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 6-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.
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Affiliation(s)
- Qiyu Fang
- Medical College of Soochow University, Soochow, China.,Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University Medical School Cancer Institute, Tongji University School of Medicine, Shanghai, China
| | - Jia Yu
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University Medical School Cancer Institute, Tongji University School of Medicine, Shanghai, China
| | - Wei Li
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University Medical School Cancer Institute, Tongji University School of Medicine, Shanghai, China
| | - Jie Luo
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University Medical School Cancer Institute, Tongji University School of Medicine, Shanghai, China
| | - Qinfang Deng
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University Medical School Cancer Institute, Tongji University School of Medicine, Shanghai, China
| | - Bin Chen
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University Medical School Cancer Institute, Tongji University School of Medicine, Shanghai, China
| | - Yayi He
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University Medical School Cancer Institute, Tongji University School of Medicine, Shanghai, China
| | - Jie Zhang
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University Medical School Cancer Institute, Tongji University School of Medicine, Shanghai, China
| | - Caicun Zhou
- Medical College of Soochow University, Soochow, China.,Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University Medical School Cancer Institute, Tongji University School of Medicine, Shanghai, China
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14
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Focus on the Dynamics of Neutrophil-to-Lymphocyte Ratio in Cancer Patients Treated with Immune Checkpoint Inhibitors: A Meta-Analysis and Systematic Review. Cancers (Basel) 2022; 14:cancers14215297. [PMID: 36358716 PMCID: PMC9658132 DOI: 10.3390/cancers14215297] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 10/25/2022] [Accepted: 10/26/2022] [Indexed: 11/17/2022] Open
Abstract
Background: A number of studies have reported an association between the dynamics of neutrophil-to-lymphocyte ratio (NLR) and clinical efficacy in patients treated with immune checkpoint inhibitors (ICIs), but there is still a lack of a meta-analysis or systematic review. Methods: PubMed, Embase, Web of Science, and the Cochrane Library were searched until September 2022 for studies reporting on the association between the change in NLR after ICI treatment and clinical outcomes. Outcome measures of interest included: change in NLR before and after treatment, overall survival (OS), progression-free survival (PFS), and objective response rate (ORR). Results: A total of 4154 patients in 38 studies were included. The pooled percentage of patients with increased NLR was 49.7% (95CI%: 43.7−55.8%). Six studies discussing the change in NLR in patients with different tumor responses all showed that the NLR level in patients without response to immunotherapy may increase after ICI treatment. The upward trend in NLR was associated with shorter OS (pooled HR: 2.05, 95%CI: 1.79−2.35, p < 0.001) and PFS (pooled HR: 1.89, 95%CI: 1.66−2.14, p < 0.001) and higher ORR (pooled OR: 0.27, 95%CI: 0.19−0.39, p < 0.001), and downward trend in NLR was associated with longer OS (pooled HR: 0.49, 95%CI: 0.42−0.58, p < 0.001) and PFS (pooled HR: 0.55, 95%CI: 0.48−0.63, p < 0.001) and lower ORR (pooled OR: 3.26, 95%CI: 1.92−5.53, p < 0.001). In addition, post-treatment high NLR was associated with more impaired survival than baseline high NLR (pooled HR of baseline high NLR: 1.82, 95%CI: 1.52−2.18; pooled HR of post-treatment high NLR: 2.93, 95%CI: 2.26−3.81), but the NLR at different time points may have a similar predictive effect on PFS (pooled HR of baseline high NLR: 1.68, 95%CI: 1.44−1.97; pooled HR of post-treatment high NLR: 2.00, 95%CI: 1.54−2.59). Conclusions: The NLR level of tumor patients after ICI treatment is stable overall, but the NLR level in patients without response to immunotherapy may increase after ICI treatment. Patients with an upward trend in NLR after ICI treatment were associated with worse clinical outcomes; meanwhile, the downward trend in NLR was associated with better clinical outcomes. Post-treatment high NLR was associated with more impaired survival than baseline high NLR.
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15
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Rebuzzi SE, Signori A, Stellato M, Santini D, Maruzzo M, De Giorgi U, Pedrazzoli P, Galli L, Zucali PA, Fantinel E, Carella C, Procopio G, Milella M, Boccardo F, Fratino L, Sabbatini R, Ricotta R, Panni S, Massari F, Sorarù M, Santoni M, Cortellini A, Prati V, Soto Parra H, Atzori F, Di Napoli M, Caffo O, Messina M, Morelli F, Prati G, Nolè F, Vignani F, Cavo A, Roviello G, Llaja Obispo MA, Porta C, Buti S, Fornarini G, Banna GL. The prognostic value of baseline and early variations of peripheral blood inflammatory ratios and their cellular components in patients with metastatic renal cell carcinoma treated with nivolumab: The Δ-Meet-URO analysis. Front Oncol 2022; 12:955501. [PMID: 36212433 PMCID: PMC9541611 DOI: 10.3389/fonc.2022.955501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Accepted: 08/23/2022] [Indexed: 11/14/2022] Open
Abstract
Background Treatment choice for metastatic renal cell carcinoma (mRCC) patients is still based on baseline clinical and laboratory factors. Methods By a pre-specified analysis of the Meet-URO 15 multicentric retrospective study enrolling 571 pretreated mRCC patients receiving nivolumab, baseline and early dynamic variations (Δ) of neutrophil, lymphocyte, and platelet absolute cell counts (ACC) and their inflammatory ratios (IR) were evaluated alongside their association with the best disease response and overall (OS) and progression-free survival (PFS). Multivariable analyses on OS and PFS between baseline and Δ ACC and IR values were investigated with receiving operating curves-based cut-offs. Results The analysis included 422 mRCC patients. Neutrophil-to-lymphocyte ratio (NLR) increased over time due to consistent neutrophil increase (p < 0.001). Higher baseline platelets (p = 0.044) and lower lymphocytes (p = 0.018), increasing neutrophil Δ (p for time-group interaction <0.001), higher baseline IR values (NLR: p = 0.012, SII: p = 0.003, PLR: p = 0.003), increasing NLR and systemic immune-inflammatory index (SII) (i.e., NLR x platelets) Δ (p for interaction time-group = 0.0053 and 0.0435, respectively) were associated with disease progression. OS and PFS were significantly shorter in patients with baseline lower lymphocytes (p < 0.001 for both) and higher platelets (p = 0.004 and p < 0.001, respectively) alongside early neutrophils Δ (p = 0.046 and p = 0.033, respectively). Early neutrophils and NLR Δ were independent prognostic factors for both OS (p = 0.014 and p = 0.011, respectively) and PFS (p = 0.023 and p = 0.001, respectively), alongside baseline NLR (p < 0.001 for both) and other known prognostic variables. Conclusions Early neutrophils and NLR Δ may represent new dynamic prognostic factors with clinical utility for on-treatment decisions.
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Affiliation(s)
- Sara Elena Rebuzzi
- Medical Oncology Unit, Ospedale San Paolo, Savona, Italy
- Department of Internal Medicine and Medical Specialties (Di.M.I.), University of Genova, Genova, Italy
| | - Alessio Signori
- Department of Health Sciences, Section of Biostatistics, University of Genova, Genova, Italy
| | - Marco Stellato
- SS Oncologia Medica Genitourinaria, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Daniele Santini
- Department of Medical Oncology, Università Campus Bio-Medico of Roma, Rome, Italy
| | - Marco Maruzzo
- Oncology Unit 1, Istituto Oncologico Veneto IOV - IRCCS, Padova, Italy
| | - Ugo De Giorgi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Meldola, Italy
| | - Paolo Pedrazzoli
- Department of Internal Medicine and Medical Therapy, University of Pavia, Pavia, Italy
- Medical Oncology Unit, IRCCS Policlinico San Matteo, Pavia, Italy
| | - Luca Galli
- Medical Oncology Unit 2, Azienda Ospedaliera Universitaria Pisana, Pisa, Italy
| | - Paolo Andrea Zucali
- Department of Biomedical Sciences, Humanitas University, Milano, Italy
- Department of Oncology, IRCCS, Humanitas Clinical and Research Center, Milano, Italy
| | - Emanuela Fantinel
- Department of Oncology, Azienda Ospedaliera Universitaria Integrata di Verona, University of Verona, Verona, Italy
| | - Claudia Carella
- Division of Medical Oncology, IRCCS Istituto Tumori “Giovanni Paolo II”, Bari, Italy
| | - Giuseppe Procopio
- SS Oncologia Medica Genitourinaria, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Michele Milella
- Department of Oncology, Azienda Ospedaliera Universitaria Integrata di Verona, University of Verona, Verona, Italy
| | - Francesco Boccardo
- Academic Unit of Medical Oncology, IRCCS Ospedale Policlinico San Martino of Genova, Genova, Italy
| | - Lucia Fratino
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano CRO-IRCCS, Aviano, Italy
| | - Roberto Sabbatini
- Medical Oncology Unit, Department of Oncology and Hemathology, University Hospital of Modena, Modena, Italy
| | | | - Stefano Panni
- Medical Oncology Unit, ASSTl– Istituti Ospitalieri Cremona Hospital, Cremona, Italy
| | - Francesco Massari
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
- Department of Experimental, Diagnostic and Specialty Medicine, S. Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | | | | | - Alessio Cortellini
- Department of Surgery and Cancer, Imperial College London, Faculty of Medicine, Hammersmith Hospital, London, United Kingdom
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, L’Aquila, Italy
| | - Veronica Prati
- Department of Medical Oncology, Ospedale Michele e Pietro Ferrero, Verduno, Italy
| | - Hector Josè Soto Parra
- Department of Oncology, Medical Oncology, University Hospital Policlinico-San Marco, Catania, Italy
| | - Francesco Atzori
- Medical Oncology Department, University Hospital, University of Cagliari, Cagliari, Italy
| | - Marilena Di Napoli
- Department of Urology and Gynecology, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, Napoli, Italy
| | - Orazio Caffo
- Medical Oncology Department, Santa Chiara Hospital, Trento, Italy
| | - Marco Messina
- UOC Oncologia Medica, Istituto Fondazione G. Giglio, Cefalù, Italy
| | | | - Giuseppe Prati
- Department of Oncology and Advanced Technologies AUSL - IRCCS, Reggio Emilia, Italy
| | - Franco Nolè
- Medical Oncology Division of Urogenital and Head and Neck Tumors, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Francesca Vignani
- Division of Medical Oncology, Ordine Mauriziano Hospital, Torino, Italy
| | - Alessia Cavo
- Oncology Unit, Villa Scassi Hospital, Genova, Italy
| | - Giandomenico Roviello
- Department of Health Sciences, Section of Clinical Pharmacology and Oncology, University of Firenze, Firenze, Italy
| | | | - Camillo Porta
- Interdisciplinary Department of Medicine, University of Bari “A. Moro”, Bari, Italy
- Division of Medical Oncology, A.O.U. Consorziale Policlinico di Bari, Bari, Italy
| | - Sebastiano Buti
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- *Correspondence: Sebastiano Buti,
| | - Giuseppe Fornarini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Giuseppe Luigi Banna
- Department of Oncology, Portsmouth Hospitals University NHS Trust, Portsmouth, United Kingdom
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16
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Nebot-Bral L, Hollebecque A, Yurchenko AA, de Forceville L, Danjou M, Jouniaux JM, Rosa RCA, Pouvelle C, Aoufouchi S, Vuagnat P, Smolenschi C, Colomba E, Leary A, Marabelle A, Scoazec JY, Cassard L, Nikolaev S, Chaput N, Kannouche P. Overcoming resistance to αPD-1 of MMR-deficient tumors with high tumor-induced neutrophils levels by combination of αCTLA-4 and αPD-1 blockers. J Immunother Cancer 2022; 10:e005059. [PMID: 35896284 PMCID: PMC9335020 DOI: 10.1136/jitc-2022-005059] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/30/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Clinical studies have highlighted the efficacy of anti-programmed death 1 (αPD-1) monoclonal antibodies in patients with DNA mismatch repair-deficient (MMRD) tumors. However, the responsiveness of MMRD cancers to αPD-1 therapy is highly heterogeneous, and the origins of this variability remain not fully understood. METHODS 4T1 and CT26 mouse tumor cell lines were inactivated for the MMRD gene Msh2, leading to a massive accumulation of mutations after serial passages of cells. Insertions/deletion events and mutation load were evaluated by whole exome sequencing. Mice bearing highly mutated MMRD tumor or parental tumors were treated with αPD-1 and tumor volume was monitored. Immune cell type abundance was dynamically assessed in the tumor microenvironment and the blood by flow cytometry. Neutrophils were depleted in mice using αLY6G antibody, and regulatory T (Treg) cell population was reduced with αCD25 or anti-cytotoxic T-lymphocytes-associated protein 4 (αCTLA-4) antibodies. Patients with MMRD tumors treated with immune checkpoint blockade-based therapy were retrospectively identified and neutrophil-to-lymphocyte ratio (NLR) was evaluated and examined for correlation with clinical benefit. RESULTS By recapitulating mismatch repair deficiency in different mouse tumor models, we revealed that elevated circulating tumor-induced neutrophils (TIN) in hypermutated MMRD tumors hampered response to αPD-1 monotherapy. Importantly, depletion of TIN using αLy-6G antibody reduced Treg cells and restored αPD-1 response. Conversely, targeting Treg cells by αCD25 or αCTLA-4 antibodies limited peripheral TIN accumulation and elicited response in αPD-1-resistant MMRD tumors, highlighting a crosstalk between TIN and Treg cells. Thus, αPD-1+αCTLA-4 combination overcomes TIN-induced resistance to αPD-1 in mice bearing MMRD tumors. Finally, in a cohort of human (high microsatellite instability)/MMRD tumors we revealed that early on-treatment change in the NLR ratio may predict resistance to αPD-1 therapy. CONCLUSIONS TIN countered αPD-1 efficacy in MMRD tumors. Since αCTLA-4 could restrict TIN accumulation, αPD-1+αCTLA-4 combination overcomes αPD-1 resistance in hosts with hypermutated MMRD tumors displaying abnormal neutrophil accumulation.
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Affiliation(s)
- Laetitia Nebot-Bral
- CNRS-UMR9019, Equipe labellisée Ligue Contre le Cancer, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France
| | - Antoine Hollebecque
- Département d’Innovation Thérapeutique et d’Essais Précoces, Gustave Roussy, F-94805, Villejuif, France
| | - Andrey A Yurchenko
- INSERM-U981, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France
| | - Louise de Forceville
- CNRS-UMR9019, Equipe labellisée Ligue Contre le Cancer, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France
| | - Mathieu Danjou
- CNRS-UMR9019, Equipe labellisée Ligue Contre le Cancer, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France
| | - Jean-Mehdi Jouniaux
- Laboratoire d'Immunomonitoring en Oncologie, Unité US-23 INSERM, UMS-3655 CNRS, Gustave Roussy, F-94805 Villejuif, France
| | - Reginaldo C A Rosa
- CNRS-UMR9019, Equipe labellisée Ligue Contre le Cancer, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France
| | - Caroline Pouvelle
- CNRS-UMR9019, Equipe labellisée Ligue Contre le Cancer, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France
| | - Said Aoufouchi
- CNRS-UMR9019, Equipe labellisée Ligue Contre le Cancer, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France
| | - Perrine Vuagnat
- Département d’Innovation Thérapeutique et d’Essais Précoces, Gustave Roussy, F-94805, Villejuif, France
| | - Cristina Smolenschi
- Département de médecine oncologique, Gustave Roussy, F-94805 Villejuif, France
| | - Emeline Colomba
- Département de médecine oncologique, Gustave Roussy, F-94805 Villejuif, France
| | - Alexandra Leary
- Département de médecine oncologique, Gustave Roussy, F-94805 Villejuif, France
| | - Aurelien Marabelle
- Département d’Innovation Thérapeutique et d’Essais Précoces, Gustave Roussy, F-94805, Villejuif, France
- Faculté de Médecine, Université Paris-Saclay, 94270 Le Kremlin-Bicêtre, France
| | - Jean-Yves Scoazec
- Faculté de Médecine, Université Paris-Saclay, 94270 Le Kremlin-Bicêtre, France
- Département de Biologie et pathologie médicales, Gustave Roussy, F-94805 Villejuif, France
| | - Lydie Cassard
- Laboratoire d'Immunomonitoring en Oncologie, Unité US-23 INSERM, UMS-3655 CNRS, Gustave Roussy, F-94805 Villejuif, France
| | - Sergey Nikolaev
- INSERM-U981, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France
| | - Nathalie Chaput
- CNRS-UMR9019, Equipe labellisée Ligue Contre le Cancer, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France
- Laboratoire d'Immunomonitoring en Oncologie, Unité US-23 INSERM, UMS-3655 CNRS, Gustave Roussy, F-94805 Villejuif, France
- Faculté de Pharmacie, Université Paris-Saclay, 91400 Orsay, France
| | - Patricia Kannouche
- CNRS-UMR9019, Equipe labellisée Ligue Contre le Cancer, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France
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Jiang X, Chen Z, Zhu J, Han J, You G, Li Y, Liu T, Ye H. E2F1 promotes Warburg effect and cancer progression via upregulating ENO2 expression in Ewing sarcoma. Mol Med Rep 2022; 26:237. [PMID: 35621141 PMCID: PMC9185680 DOI: 10.3892/mmr.2022.12753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 04/27/2022] [Indexed: 11/08/2022] Open
Abstract
Altered glucose metabolism is an important characteristic of cancer cells, which is referred to as Warburg effect or aerobic glycolysis. Ewing sarcoma (EWS) is a highly malignant tumor that occurs in children and adolescents. However, the functions of aerobic glycolysis in EWS remain to be elucidated. The present study identified a transcription factor, E2F transcription factor 1 (E2F1), as a new regulator of cancer the aerobic glycolysis and progression in EWS. The present study showed that E2F1 modulated aerobic glycolysis in EWS cells by effecting glucose uptake, lactate production and ATP generation. Altered E2F1 expression increased or decreased cell viability and invasion in EWS. Mechanistically, the results demonstrated that E2F1 may promote the Warburg effect and cancer progression in EWS via upregulating enolase 2 expression. Generally, these findings indicated that E2F1 involvement in the progression of EWS and could serve as a clinical therapeutic target in EWS.
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Affiliation(s)
- Xianyong Jiang
- Department of Orthopedics, Wuhan Hanyang Hospital, Wuhan University of Science and Technology, Wuhan, Hubei 430050, P.R. China
| | - Zhen Chen
- Department of Emergency, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, P.R. China
| | - Junping Zhu
- Medical Examination Center, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, P.R. China
| | - Jun Han
- Department of Orthopedics, Wuhan Hanyang Hospital, Wuhan University of Science and Technology, Wuhan, Hubei 430050, P.R. China
| | - Gaoliang You
- Department of Orthopedics, Wuhan Hanyang Hospital, Wuhan University of Science and Technology, Wuhan, Hubei 430050, P.R. China
| | - Yonghong Li
- Department of Orthopedics, Wuhan Hanyang Hospital, Wuhan University of Science and Technology, Wuhan, Hubei 430050, P.R. China
| | - Tiancheng Liu
- Department of Emergency, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, P.R. China
| | - Heng Ye
- Department of Orthopedics, Wuhan Hanyang Hospital, Wuhan University of Science and Technology, Wuhan, Hubei 430050, P.R. China
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18
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Yao Y, Tang D, Gao W, Zhang H. Neoadjuvant Immuno-Chemotherapy: A New Perspective for Stage III NSCLC? Front Surg 2022; 9:843987. [PMID: 35449550 PMCID: PMC9018103 DOI: 10.3389/fsurg.2022.843987] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 02/28/2022] [Indexed: 11/23/2022] Open
Abstract
Background Stage III Non-small cell lung cancer (NSCLC) is a heterogenous disease with novel treatment options. Recently, immunotherapy has attracted a lot of attention for advanced NSCLC. Objective The objective of our study was to assess the efficacy and safety of neoadjuvant immuno-chemotherapy for resectable stage III NSCLC. Methods We analyzed 11 stage III primary NSCLC surgical cases who had undergone standard lobectomy or bronchial sleeve resection and lymph node dissection between December 2020 and July 2021. The data analyzed included basic clinical features, serum levels of key biomarkers, clinical efficacy in the perioperative period, postoperative pathological results, postoperative complications and the incidence rates of Immune-Related Adverse Events. Results Eleven patients were enrolled in our study with a mean age of 67.7 ± 4.8 years, and 10 patients being men with former or current smoking history. Squamous carcinoma (10/11, 91.1%) was the most common cancer type. Six patients had stage IIIa, five had stage IIIb. All patients received two or three cycles of neoadjuvant immuno-chemotherapy, with the median duration between the last treatment and surgery being 39 days (range, 32–46 days). All patients underwent R0 resection with ten patients undergoing single-port video-assisted thoracoscopic surgery. The median operative time was 170 min (range, 120–240 min). Only three (3/11, 27.3%) patients experienced mild postoperative complications and the mean hospital stay time was 6.9 days (range, 4–15 days). Nine (9/11, 81.8%) patients experienced major pathological response of which seven (7/11, 63.6%) was complete pathological response in postoperative results. The pathological stage was downgraded in 10 (10/11, 91.1%) patients, and although the incidence of Immune-Related Adverse Events was slightly higher (8/11, 72.7%), most events were grade 1–2 and did not delay surgery. Conclusion Our study demonstrated that neoadjuvant immuno-chemotherapy is feasible and relatively safe for resectable stage III primary NSCLC patients. We hope this new neoadjuvant immuno-chemotherapy model can improve overall survival and open a new era for stage III primary NSCLC patients.
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