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Abstract
Therapeutic cancer vaccines have undergone a resurgence in the past decade. A better understanding of the breadth of tumour-associated antigens, the native immune response and development of novel technologies for antigen delivery has facilitated improved vaccine design. The goal of therapeutic cancer vaccines is to induce tumour regression, eradicate minimal residual disease, establish lasting antitumour memory and avoid non-specific or adverse reactions. However, tumour-induced immunosuppression and immunoresistance pose significant challenges to achieving this goal. In this Review, we deliberate on how to improve and expand the antigen repertoire for vaccines, consider developments in vaccine platforms and explore antigen-agnostic in situ vaccines. Furthermore, we summarize the reasons for failure of cancer vaccines in the past and provide an overview of various mechanisms of resistance posed by the tumour. Finally, we propose strategies for combining suitable vaccine platforms with novel immunomodulatory approaches and standard-of-care treatments for overcoming tumour resistance and enhancing clinical efficacy.
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Affiliation(s)
- Mansi Saxena
- Vaccine and Cell Therapy Laboratory, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Hematology and Oncology Department, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sjoerd H van der Burg
- Department of Medical Oncology, Oncode Institute, Leiden University Medical Center, Leiden, Netherlands
| | | | - Nina Bhardwaj
- Vaccine and Cell Therapy Laboratory, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Hematology and Oncology Department, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Parker Institute of Cancer Immunotherapy, San Francisco, CA, USA.
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Chen Y, Wen S, Xia J, Du X, Wu Y, Pan B, Zhu W, Shen B. Association of Dynamic Changes in Peripheral Blood Indexes With Response to PD-1 Inhibitor-Based Combination Therapy and Survival Among Patients With Advanced Non-Small Cell Lung Cancer. Front Immunol 2021; 12:672271. [PMID: 34054853 PMCID: PMC8161505 DOI: 10.3389/fimmu.2021.672271] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 04/29/2021] [Indexed: 12/30/2022] Open
Abstract
Background PD-1 inhibitors have been routinely used in the treatment of advanced non-small cell lung cancer (NSCLC), and have demonstrated to significantly improve survivorship when combining with other conventional therapies, such as chemotherapy and anti-angiogenesis therapy. PD-L1 is the most commonly used biomarker to select benefiting groups, while not all patients with high PD-L1 expression benefit from immunotherapy. Therefore, identifying other prognostic and predictive biomarkers, including peripheral blood indexes, is essential. Methods We retrospectively collected medical records and hematological data of 151 patients with advanced NSCLC treated with PD-1 inhibitor-based combination therapy in our hospital. The peripheral blood indexes of interest were NLR, PLR, PAR, Hb, LDH, CEA, and NSE. The association between peripheral blood indexes and treatment responses or survival outcomes was examined by multivariable logistic regression and Cox regression, respectively. Results The decreased CEA at week 6 (OR = 4.209, 95%CI: 1.287-13.758) or 12 (OR = 7.267, 95%CI: 1.508-35.006) post-treatment was related to a higher disease control rate. The decrease or NLR at week 6 (OR = 3.081, 95%CI: 1.464-6.483) or 12 (OR = 3.304, 95%CI: 1.560-7.001) post-treatment, or CEA at week 12 post-treatment (OR = 2.469, 95%CI: 1.134-5.375), was associated with a higher objective response rate. Patients whose NLR (HR = 0.610, 95%CI: 0.411-0.907) or CEA (HR = 0.477, 95%CI: 0.320-0.710) decreased at week 6 post-treatment tended to have longer progression-free survival, and similar results were found in those with decreased NLR (HR = 0.587, 95%CI: 0.388-0.886) or CEA (HR = 0.406, 95%CI: 0.270-0.609) at week 12 post-treatment. Patients whose CEA (HR = 0.543, 95%CI: 0.339-0.871) or NSE (HR = 0.619, 95%CI: 0.386-0.994) decreased after 6 weeks post-treatment appeared to have longer overall survival, and the same was found for those whoseCEA (HR = 0.620, 95%CI: 0.390-0.986) or NSE (HR = 0.578, 95%CI: 0.353-0.947) was decreased at 12 weeks after treatment. Conclusion Post-treatment NLR, CEA and NSE changes are suggestive indicators for the prognosis of NSCLC patients after immunotherapy.
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Affiliation(s)
- Yuzhong Chen
- The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
| | - Shaodi Wen
- The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
| | - Jingwei Xia
- The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
| | - Xiaoyue Du
- The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
| | - Yuan Wu
- The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
| | - Banzhou Pan
- The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
| | - Wei Zhu
- Key Hematological of Medical Science and Hematological Medicine of Jiangsu Province, School of Medicine, Jiangsu University, Zhenjiang, China
| | - Bo Shen
- The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
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Fornarini G, Rebuzzi SE, Banna GL, Calabrò F, Scandurra G, De Giorgi U, Masini C, Baldessari C, Naglieri E, Caserta C, Manacorda S, Maruzzo M, Milella M, Buttigliero C, Tambaro R, Ermacora P, Morelli F, Nolè F, Astolfi C, Sternberg CN. Immune-inflammatory biomarkers as prognostic factors for immunotherapy in pretreated advanced urinary tract cancer patients: an analysis of the Italian SAUL cohort. ESMO Open 2021; 6:100118. [PMID: 33984678 PMCID: PMC8134706 DOI: 10.1016/j.esmoop.2021.100118] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Revised: 03/04/2021] [Accepted: 03/17/2021] [Indexed: 12/18/2022] Open
Abstract
Background Reliable and affordable prognostic and predictive biomarkers for urothelial carcinoma treated with immunotherapy may allow patients' outcome stratification and drive therapeutic options. The SAUL trial investigated the safety and efficacy of atezolizumab in a real-world setting on 1004 patients with locally advanced or metastatic urothelial carcinoma who progressed to one to three prior systemic therapies. Patients and methods Using the SAUL Italian cohort of 267 patients, we investigated the prognostic role of neutrophil-to-lymphocyte ratio (NLR) and systemic immune-inflammation index (SII) and the best performing one of these in combination with programmed death-ligand 1 (PD-L1) with or without lactate dehydrogenase (LDH). Previously reported cut-offs (NLR >3 and NLR >5; SII >1375) in addition to study-defined ones derived from receiver operating characteristic (ROC) analysis were used. Results The cut-off values for NLR and SII by the ROC analysis were 3.65 (sensitivity 60.4; specificity 63.0) and 884 (sensitivity 64.4; specificity 67.5), respectively. The median overall survival (OS) was 14.7 months for NLR <3.65 [95% confidence interval (CI) 9.9-not reached (NR)] versus 6.0 months for NLR ≥3.65 (95% CI 3.9-9.4); 14.7 months for SII <884 (95% CI 10.6-NR) versus 6.0 months for SII ≥884 (95% CI 3.7-8.6). The combination of SII, PD-L1, and LDH stratified OS better than SII plus PD-L1 through better identification of patients with intermediate prognosis (77% versus 48%, respectively). Multivariate analyses confirmed significant correlations with OS and progression-free survival for both the SII + PD-L1 + LDH and SII + PD-L1 combinations. Conclusion The combination of immune-inflammatory biomarkers based on SII, PD-L1, with or without LDH is a potentially useful and easy-to-assess prognostic tool deserving validation to identify patients who may benefit from immunotherapy alone or alternative therapies. Reliable biomarkers for immunotherapy may assist in treatment decision making and clinical trial design and interpretation. Immune-inflammatory biomarkers were investigated for their prognostic role within the Italian SAUL study cohort. ROC-based cut-offs were 3.65 for NLR and 884 for SII. Both NLR and SII were prognostic with SII performing slightly better than NLR. The combination of SII, PD-L1, and LDH stratified OS better than SII + PD-L1; both were independent prognostic factors.
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Affiliation(s)
- G Fornarini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - S E Rebuzzi
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | - G L Banna
- Department of Oncology, Portsmouth Hospitals University NHS Trust, Portsmouth, UK
| | - F Calabrò
- Medical Oncology, Azienda Ospedaliera S. Camillo-Forlanini, Rome, Italy
| | - G Scandurra
- Medical Oncology, Azienda Ospedaliera Cannizzaro di Catania, Catania, Italy
| | - U De Giorgi
- Medical Oncology, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) - IRCCS, Meldola, Italy
| | - C Masini
- Medical Oncology, AUSL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - C Baldessari
- Oncology, Azienda Ospedaliero - Universitaria di Modena, Modena, Italy
| | - E Naglieri
- Division of Medical Oncology, IRCCS Istituto Tumori Bari Giovanni Paolo II - IRCCS, Bari, Italy
| | - C Caserta
- Medical Oncology Unit, Azienda Ospedaliera S. Maria, Terni, Italy
| | - S Manacorda
- Medical Oncology, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | - M Maruzzo
- Medical Oncology Unit 1, Department of Oncology, Istituto Oncologico Veneto, IOV-IRCCS, Padua, Italy
| | - M Milella
- Dipartimento di Oncologia, Policlinico Universitario G.B. Rossi Borgo Roma, Verona, Italy
| | - C Buttigliero
- Medical Oncology, Università degli Studi di Torino, Turin, Italy
| | - R Tambaro
- U.O.C di Oncologia Sperimentale Uroginecologica, I.N.T. IRCCS Fondazione G. Pascale, Naples, Italy
| | - P Ermacora
- Dipartimento di Oncologia, Azienda Ospedaliero Universitaria di Udine, Udine, Italy
| | - F Morelli
- Casa Sollievo della Sofferenza, S. Giovanni Rotondo, Foggia, Italy
| | - F Nolè
- IEO, Istituto Europeo di Oncologia IRCCS, Milan, Italy
| | - C Astolfi
- Medical Affairs & Clinical Operation, Roche S.p.A., Monza, Italy
| | - C N Sternberg
- Hematology and Oncology, Englander Institute for Precision Medicine Weill Cornell Medicine, New York-Presbyterian, New York, USA.
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Chen R, Lu FY, Liu B, Huang J, Zhou M, Dai R, Guo Y. Absolute Neutrophil Count in the Peripheral Blood Predicts Prognosis in Lung Cancer Patients Treated with Anlotinib. Cancer Manag Res 2021; 13:3619-3627. [PMID: 33976572 PMCID: PMC8106457 DOI: 10.2147/cmar.s307368] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 04/01/2021] [Indexed: 01/10/2023] Open
Abstract
Purpose Anlotinib is a multi-targeted tyrosine kinase inhibitor that inhibits tumor angiogenesis and cell proliferation. It is widely used as a third-line therapy for lung cancer. However, reliable prognostic biomarkers for predicting the efficacy of anlotinib are lacking. We conducted a retrospective study to investigate the prognostic value of serological inflammatory biomarkers in anlotinib treatment. Patients and Methods Patients with advanced lung cancer treated with anlotinib monotherapy were enrolled. Cox regression was conducted to analyze the significant factors related to progression-free survival (PFS) and overall survival (OS). The objective response rate (ORR) was compared based on the median cut-off value of the significant inflammation index. Meanwhile, we created survival curves to compare the two groups and performed receiver operating characteristic curve analysis to assess the predictive ability of the inflammation index. Results Among a total of 71 patients, the median PFS was 5.5 months and the median OS was 9.5 months. The ORR and disease control rate were 16.9% and 84.5%, respectively. According to univariate and multivariate analyses, absolute neutrophil count (ANC) was the only indicator associated with both PFS (hazard ratio [HR] =1.095, 95% confidence interval [CI] 1.030–1.163, P=0.003) and OS (HR=1.057, 95% CI 1.003–1.113, P=0.037). In the group with ANC ≥4.58, the ORR was relatively lower (8.1% vs 26.5%, P=0.057), but not statistically significant; PFS and OS were relatively shorter (median PFS 5.0 [95% CI 4.4–9.6] vs 7.0 months [95% CI 4.4–5.7], P=0.024 and median OS 7.3 [95% CI 4.7–10.0] vs 17.6 months [95% CI 12.3–22.9], P < 0.001). ANC had a relatively high discriminatory ability to predict 10-month survival, with an area under the curve of 0.729, sensitivity of 82.5%, and specificity of 67.7%. Conclusion Elevated pre-treatment ANC was associated with a poor prognosis. Patients with lower peripheral blood levels of ANC might benefit from anlotinib.
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Affiliation(s)
- Rong Chen
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.,Institute of Respiratory Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Fang-Ying Lu
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.,Institute of Respiratory Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Bing Liu
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.,Institute of Respiratory Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Jingwen Huang
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.,Institute of Respiratory Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Min Zhou
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.,Institute of Respiratory Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Ranran Dai
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.,Institute of Respiratory Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Yi Guo
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.,Institute of Respiratory Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
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Ayers KL, Ma M, Debussche G, Corrigan D, McCafferty J, Lee K, Newman S, Zhou X, Hirsch FR, Mack PC, Liu JJ, Schadt EE, Chen R, Li SD. A composite biomarker of neutrophil-lymphocyte ratio and hemoglobin level correlates with clinical response to PD-1 and PD-L1 inhibitors in advanced non-small cell lung cancers. BMC Cancer 2021; 21:441. [PMID: 33882890 PMCID: PMC8059160 DOI: 10.1186/s12885-021-08194-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 04/13/2021] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) have been incorporated into various clinical oncology guidelines for systemic treatment of advanced non-small cell lung cancers (aNSCLC). However, less than 50% (and 20%) of the patients responded to the therapy as a first (or second) line of therapy. PD-L1 immunohistochemistry (IHC) is an extensively studied biomarker of response to ICI, but results from this test have equivocal predictive power. In order to identify other biomarkers that support clinical decision-making around whether to treat with ICIs or not, we performed a retrospective study of patients with aNSCLC who underwent ICI-based therapy in the Mount Sinai Health System between 2014 and 2019. METHODS We analyzed data from standard laboratory tests performed in patients as a part of the routine clinical workup during treatment, including complete blood counts (CBC) and a comprehensive metabolic panel (CMP), to correlate test results with clinical response and survival. RESULTS Of 11,138 NSCLC patients identified, 249 had been treated with ICIs. We found associations between high neutrophil-to-lymphocyte ratio (NLR ≥ 5) and poor survival in ICI-treated NSCLC. We further observed that sustained high NLR after initiation of treatment had a more profound impact on survival than baseline NLR, regardless of PD-L1 status. Hazard ratios when comparing patients with NLR ≥ 5 vs. NLR < 5 are 1.7 (p = 0.02), 3.4 (p = 4.2 × 10- 8), and 3.9 (p = 1.4 × 10- 6) at baseline, 2-8 weeks, and 8-14 weeks after treatment start, respectively. Mild anemia, defined as hemoglobin (HGB) less than 12 g/dL was correlated with survival independently of NLR. Finally, we developed a composite NLR and HGB biomarker. Patients with pretreatment NLR ≥ 5 and HGB < 12 g/dL had a median overall survival (OS) of 8.0 months (95% CI 4.5-11.5) compared to the rest of the cohort with a median OS not reached (95% CI 15.9-NE, p = 1.8 × 10- 5), and a hazard ratio of 2.6 (95% CI 1.7-4.1, p = 3.5 × 10- 5). CONCLUSIONS We developed a novel composite biomarker for ICI-based therapy in NSCLC based on routine CBC tests, which may provide meaningful clinical utility to guide treatment decision. The results suggest that treatment of anemia to elevate HGB before initiation of ICI therapy may improve patient outcomes or the use of alternative non-chemotherapy containing regimens.
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Affiliation(s)
- Kristin L Ayers
- Sema4, a Mount Sinai Venture, 333 Ludlow Street, Stamford, CT, 06902, USA
| | - Meng Ma
- Sema4, a Mount Sinai Venture, 333 Ludlow Street, Stamford, CT, 06902, USA
| | - Gaspard Debussche
- Sema4, a Mount Sinai Venture, 333 Ludlow Street, Stamford, CT, 06902, USA
| | - David Corrigan
- Sema4, a Mount Sinai Venture, 333 Ludlow Street, Stamford, CT, 06902, USA
| | | | - Kyeryoung Lee
- Sema4, a Mount Sinai Venture, 333 Ludlow Street, Stamford, CT, 06902, USA
| | - Scott Newman
- Sema4, a Mount Sinai Venture, 333 Ludlow Street, Stamford, CT, 06902, USA
| | - Xiang Zhou
- Sema4, a Mount Sinai Venture, 333 Ludlow Street, Stamford, CT, 06902, USA
| | - Fred R Hirsch
- Center of Thoracic Oncology/Tisch Cancer Institute and Icahn School of Medicine, Mount Sinai, 1 Gustave L. Levy Pl, New York, NY, 10029, USA
| | - Philip C Mack
- Center of Thoracic Oncology/Tisch Cancer Institute and Icahn School of Medicine, Mount Sinai, 1 Gustave L. Levy Pl, New York, NY, 10029, USA
| | - Jane J Liu
- Sema4, a Mount Sinai Venture, 333 Ludlow Street, Stamford, CT, 06902, USA.,Illinois Cancer Care, 8940 N Wood Sage Rd, Peoria, IL, 61615, USA
| | - Eric E Schadt
- Sema4, a Mount Sinai Venture, 333 Ludlow Street, Stamford, CT, 06902, USA. .,Center of Thoracic Oncology/Tisch Cancer Institute and Icahn School of Medicine, Mount Sinai, 1 Gustave L. Levy Pl, New York, NY, 10029, USA.
| | - Rong Chen
- Sema4, a Mount Sinai Venture, 333 Ludlow Street, Stamford, CT, 06902, USA. .,Center of Thoracic Oncology/Tisch Cancer Institute and Icahn School of Medicine, Mount Sinai, 1 Gustave L. Levy Pl, New York, NY, 10029, USA.
| | - Shuyu D Li
- Sema4, a Mount Sinai Venture, 333 Ludlow Street, Stamford, CT, 06902, USA. .,Center of Thoracic Oncology/Tisch Cancer Institute and Icahn School of Medicine, Mount Sinai, 1 Gustave L. Levy Pl, New York, NY, 10029, USA.
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Inflammatory Markers in Cancer Immunotherapy. BIOLOGY 2021; 10:biology10040325. [PMID: 33924623 PMCID: PMC8069970 DOI: 10.3390/biology10040325] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 04/01/2021] [Accepted: 04/10/2021] [Indexed: 12/12/2022]
Abstract
Simple Summary Inflammation has been recognized to be linked to tumor development. Several markers of inflammation can be detected via blood such as variety of blood cells, which can be readily and easily obtained. These markers have been studied as ways to predict and prognosticate tumor response to chemotherapy. With the development of immunotherapy, namely immune checkpoint inhibitors (ICIs) such as cytotoxic T-lymphocyte-associated protein 4 (CTLA-4), programmed cell death protein 1 (PD-1), and programmed death ligand 1 (PDL-1) PDL-1 inhibitors, several markers have also been studied in assessing tumor response. In this review, we will discuss the various inflammatory markers that have been studied in several tumors treated with ICIs. Abstract Chronic inflammation is considered a major risk factor for cancer formation. Inflammation within
the tumor environment plays a role in its response to therapy, growth, and prognosis. Cancer associated inflammation is known to occur in the tumor microenvironment and in the systemic circulation, and is correlated with disease progression and prognosis in many cancers. Blood cells such as neutrophils, lymphocytes, platelets, and circulating proteins such as C-reactive protein, and interleukins, such as IL-6, have been associated with inflammatory responses, which contribute to tumorigenesis. Cancer has found ways to evade the immune response; a pathway that can attenuate the innate immune response is via blocking immune checkpoints. Development of monoclonal antibodies against inhibitory immune checkpoints such as cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) and programmed cell death protein 1 (PD-1) have given rise to immunotherapy, which has shown remarkable responses in anti-tumor activity resulting in several U.S. Federal and Drug Administration (FDA)-approved checkpoint inhibitors. Various inflammatory markers and their prognostic and predictive implications in malignancies treated with immunotherapy will be discussed in this review.
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Sahara K, Tsilimigras DI, Toyoda J, Miyake K, Ethun CG, Maithel SK, Abbott DE, Poultsides GA, Hatzaras I, Fields RC, Weiss M, Scoggins C, Isom CA, Idrees K, Shen P, Yabushita Y, Matsuyama R, Endo I, Pawlik TM. Defining the Risk of Early Recurrence Following Curative-Intent Resection for Distal Cholangiocarcinoma. Ann Surg Oncol 2021; 28:4205-4213. [PMID: 33709171 DOI: 10.1245/s10434-021-09811-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 02/19/2021] [Indexed: 01/27/2023]
Abstract
BACKGROUND Although multidisciplinary treatments including the use of adjuvant therapy (AT) have been adopted for biliary tract cancers, patients with distal cholangiocarcinoma (DCC) can still experience recurrence. We sought to characterize the incidence and predictors of early recurrence (ER) that occurred within 12 months following surgery for DCC. PATIENTS AND METHODS Patients who underwent resection for DCC between 2000 and 2015 were identified from the US multi-institutional database. Cox regression analysis was used to identify clinicopathological factors to develop an ER risk score, and the predictive model was validated in an external dataset. RESULTS Among 245 patients included in the analysis, 67 patients (27.3%) developed ER. No difference was noted in ER rates between patients who did and did not receive AT (28.7% vs. 25.0%, p = 0.55). Multivariable analysis revealed that neutrophil-to-lymphocyte ratio (NLR), peak total bilirubin (T-Bil), major vascular resection (MVR), lymphovascular invasion, and R1 surgical margin status were associated with a higher ER risk. A DIstal Cholangiocarcinoma Early Recurrence Score was developed according to each factor available prior to surgery [NLR > 9.0 (2 points); peak T-bil > 1.5 mg/dL (1 points); MVR (2 points)]. Cumulative ER rates incrementally increased among patients who were low (0 points; 10.6%), intermediate (1-2 points; 26.8%), or high (3-5 points; 57.6%) risk (p < 0.001) in the training dataset, as well as in the validation dataset [low (0 points); 3.4%, intermediate (1-2 points); 32.7%, or high risk (3-5 points); 55.6% (p < 0.001)]. CONCLUSIONS Among patients undergoing resection for DCC, 1 in 4 patients experienced an ER. Alternative treatment strategies such as neoadjuvant chemotherapy may be considered especially among individuals deemed to be at high risk for ER.
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Affiliation(s)
- Kota Sahara
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan.,Division of Surgical Oncology, Health Services Management and Policy, Department of Surgery, The Urban Meyer III and Shelley Meyer Chair for Cancer Research, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Diamantis I Tsilimigras
- Division of Surgical Oncology, Health Services Management and Policy, Department of Surgery, The Urban Meyer III and Shelley Meyer Chair for Cancer Research, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Junya Toyoda
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Kentaro Miyake
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Cecilia G Ethun
- Division of Surgical Oncology, Department of Surgery, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Shishir K Maithel
- Division of Surgical Oncology, Department of Surgery, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Daniel E Abbott
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - George A Poultsides
- Department of Surgery, Stanford University Medical Center, Stanford, CA, USA
| | | | - Ryan C Fields
- Department of Surgery, Washington University School of Medicine, St Louis, MO, USA
| | - Matthew Weiss
- Department of Surgery, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Charles Scoggins
- Division of Surgical Oncology, Department of Surgery, University of Louisville, Louisville, KY, USA
| | - Chelsea A Isom
- Division of Surgical Oncology, Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Kamran Idrees
- Division of Surgical Oncology, Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Perry Shen
- Department of Surgery, Wake Forest University, Winston-Salem, NC, USA
| | - Yasuhiro Yabushita
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Ryusei Matsuyama
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Itaru Endo
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Timothy M Pawlik
- Division of Surgical Oncology, Health Services Management and Policy, Department of Surgery, The Urban Meyer III and Shelley Meyer Chair for Cancer Research, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA.
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Ren B, Zou L, Guo Q, Tian Y. Survival and effective prognostic factors in lung cancer patients with brain metastases treated with whole brain radiotherapy. RADIATION MEDICINE AND PROTECTION 2021. [DOI: 10.1016/j.radmp.2021.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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Li C, Shi M, Lin X, Zhang Y, Yu S, Zhou C, Yang N, Zhang J, Zhang F, Lv T, Liu H, Song Y. Novel risk scoring system for immune checkpoint inhibitors treatment in non-small cell lung cancer. Transl Lung Cancer Res 2021; 10:776-789. [PMID: 33718021 PMCID: PMC7947409 DOI: 10.21037/tlcr-20-832] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Background Immune checkpoint inhibitor (ICI)-based immunotherapy has improved the clinical outcome of non-small cell lung cancer (NSCLC). However, current indicators, such as programmed cell death-ligand 1 (PD-L1) expression in tumors or tumor mutational burden (TMB), are not considered ideal biomarkers for prognosis. Thus, there is an urgent requirement for a comprehensive risk scoring system. Methods In this study, we enrolled 464 NSCLC patients who received ICIs between March 2017 and January 2020 at four clinical centers. Univariate and multivariate (the logistic and the Cox regression) analyses were conducted to screen clinically relevant variables. Significant parameters (P<0.05) including absolute lymphocyte count (ALC, L), Eastern Cooperative Oncology Group Performance Status (ECOG PS, E) and lung/pleural metastasis (M) were selected for LEM score. Weighted values based on odds ratio and hazard ratio of multiple analyses were assigned to each parameter. LEM score was the sum of weighted values of each variable (Good, 0-1; Intermediate, 2-3; Poor, 4-6). Kaplan-Meier curves were used to evaluate the association between LEM score and progression-free survival (PFS). Results In total, 258 patients were pooled and stratified into three risk categories based on the LEM score. Objective response rate (ORR) was significantly higher in the good-risk group compared with the poor-risk group [55.9% vs. 7.3%, odds ratio (OR), 0.023; 95% confidence interval (CI), 0.005–0.099; P<0.001]. Patients with good risk [hazard ratio (HR), 0.130; 95% CI, 0.084–0.203; median PFS, 12.5 months; P<0.001] or intermediate risk (HR, 0.330; 95% CI, 0.222–0.490; median PFS, 4.2 months; P<0.001) had longer PFS than those with poor risk (median PFS, 2.1 months). DNA sequencing was performed in 41 patients [no durable benefit (NDB): n=29; durable clinical benefit (DCB): n=12] and epidermal growth factor receptor (EGFR) mutations were enriched in samples of the NDB group vs. the DCB group (11/29 vs. 1/12; Fisher’s exact P=0.073; OR, 6.722; 95% CI, 0.760–59.479). Additionally, patients with EGFR mutations had higher LEM scores than those with wild-type EGFR. Conclusions In conclusion, the LEM score provided a potential prognostic biomarker for NSCLC patients treated with ICIs.
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Affiliation(s)
- Chuling Li
- Department of Respiratory Medicine, Jinling Hospital, Nanjing Medical University, Nanjing, China
| | - Meiqi Shi
- Department of Medical Oncology, The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing, China
| | - Xinqing Lin
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Yongchang Zhang
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/The affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Shaorong Yu
- Department of Medical Oncology, The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing, China
| | - Chengzhi Zhou
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Nong Yang
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/The affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Jianya Zhang
- Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing, China
| | - Fang Zhang
- Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing, China
| | - Tangfeng Lv
- Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing, China
| | - Hongbing Liu
- Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing, China
| | - Yong Song
- Department of Respiratory Medicine, Jinling Hospital, Nanjing Medical University, Nanjing, China.,Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing, China
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Mograbi B, Heeke S, Hofman P. The Importance of STK11/ LKB1 Assessment in Non-Small Cell Lung Carcinomas. Diagnostics (Basel) 2021; 11:196. [PMID: 33572782 PMCID: PMC7912095 DOI: 10.3390/diagnostics11020196] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 01/24/2021] [Accepted: 01/25/2021] [Indexed: 12/13/2022] Open
Abstract
Despite the recent implementation of immunotherapy as a single treatment or in combination with chemotherapy for first-line treatment of advanced non-small cell lung cancer (NSCLC), many patients do not benefit from this regimen due to primary treatment resistance or toxicity. Consequently, there is an urgent need to develop efficient biomarkers that can select patients who will benefit from immunotherapy thereby providing the appropriate treatment and avoiding toxicity. One of the biomarkers recently described for the stratification of NSCLC patients undergoing immunotherapy are mutations in STK11/LKB1, which are often associated with a lack of response to immunotherapy in some patients. Therefore, the purpose of this review is to describe the different cellular mechanisms associated with STK11/LKB1 mutations, which may explain the lack of response to immunotherapy. Moreover the review addresses the co-occurrence of additional mutations that may influence the response to immunotherapy and the current clinical studies that have further explored STK11/LKB1 as a predictive biomarker. Additionally this work includes the opportunities and limitations to look for the STK11/LKB1 status in the therapeutic strategy for NSCLC patients.
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Affiliation(s)
- Baharia Mograbi
- Centre Antoine Lacassagne, CNRS, FHU OncoAge, Team 4, INSERM, IRCAN, Université Côte d’Azur, 06000 Nice, France;
| | - Simon Heeke
- Department of Thoracic Head and Neck Medical Oncology, UT MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Paul Hofman
- Centre Antoine Lacassagne, CNRS, FHU OncoAge, Team 4, INSERM, IRCAN, Université Côte d’Azur, 06000 Nice, France;
- CHU Nice, Laboratory of Clinical and Experimental Pathology, FHU OncoAge, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France
- CHU Nice, FHU OncoAge, Hospital-Integrated Biobank BB-0033-00025, Université Côte d’Azur, 06000 Nice, France
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Adam T, Becker TM, Chua W, Bray V, Roberts TL. The Multiple Potential Biomarkers for Predicting Immunotherapy Response-Finding the Needle in the Haystack. Cancers (Basel) 2021; 13:cancers13020277. [PMID: 33451015 PMCID: PMC7828488 DOI: 10.3390/cancers13020277] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 01/08/2021] [Accepted: 01/11/2021] [Indexed: 12/24/2022] Open
Abstract
Immune checkpoint inhibitors (ICIs) are being increasingly utilised in a variety of advanced malignancies. Despite promising outcomes in certain patients, the majority will not derive benefit and are at risk of potentially serious immune-related adverse events (irAEs). The development of predictive biomarkers is therefore critical to personalise treatments and improve outcomes. A number of biomarkers have shown promising results, including from tumour (programmed cell death ligand 1 (PD-L1), tumour mutational burden (TMB), stimulator of interferon genes (STING) and apoptosis-associated speck-like protein containing a CARD (ASC)), from blood (peripheral blood mononuclear cells (PBMCs), circulating tumour DNA (ctDNA), exosomes, cytokines and metal chelators) and finally the microbiome.
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Affiliation(s)
- Tamiem Adam
- Ingham Institute for Applied Medical Research, 1 Campbell St, Liverpool, NSW 2170, Australia; (T.M.B.); (W.C.)
- School of Medicine, Western Sydney University, Campbelltown, NSW 2170, Australia
- Liverpool Cancer Therapy Centre, Corner of Goulburn and Elizabeth Streets, Liverpool, NSW 2170, Australia;
- Correspondence: (T.A.); (T.L.R.)
| | - Therese M. Becker
- Ingham Institute for Applied Medical Research, 1 Campbell St, Liverpool, NSW 2170, Australia; (T.M.B.); (W.C.)
- University of New South Wales, Sydney, NSW 2170, Australia
| | - Wei Chua
- Ingham Institute for Applied Medical Research, 1 Campbell St, Liverpool, NSW 2170, Australia; (T.M.B.); (W.C.)
- School of Medicine, Western Sydney University, Campbelltown, NSW 2170, Australia
- Liverpool Cancer Therapy Centre, Corner of Goulburn and Elizabeth Streets, Liverpool, NSW 2170, Australia;
| | - Victoria Bray
- Liverpool Cancer Therapy Centre, Corner of Goulburn and Elizabeth Streets, Liverpool, NSW 2170, Australia;
| | - Tara L. Roberts
- Ingham Institute for Applied Medical Research, 1 Campbell St, Liverpool, NSW 2170, Australia; (T.M.B.); (W.C.)
- School of Medicine, Western Sydney University, Campbelltown, NSW 2170, Australia
- University of New South Wales, Sydney, NSW 2170, Australia
- Correspondence: (T.A.); (T.L.R.)
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Ksienski D, Wai ES, Alex D, Croteau NS, Freeman AT, Chan A, Patterson T, Clarkson M, Fiorino L, Poonja Z, Fenton D, Irons S, Lesperance M. Prognostic significance of the neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio for advanced non-small cell lung cancer patients with high PD-L1 tumor expression receiving pembrolizumab. Transl Lung Cancer Res 2021; 10:355-367. [PMID: 33569318 PMCID: PMC7867765 DOI: 10.21037/tlcr-20-541] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Background We investigated the association of peripheral blood inflammatory markers with overall survival (OS) in pembrolizumab treated advanced non-small cell lung cancer (aNSCLC) patients with programmed death ligand 1 (PD-L1) expression ≥50%. Clinical risk factors for development of immune-related adverse events (irAE) were also explored. Methods aNSCLC patients with high PD-L1 expression receiving pembrolizumab monotherapy outside of clinical trials were identified retrospectively. All patients were treated at one of six British Columbia Cancer clinics between August 2017 and June 2019. Patients were dichotomized using baseline neutrophil-to-lymphocyte ratio (NLR, </≥6.4) and platelet-to-lymphocyte ratio (PLR, </≥441.8). Factors associated with OS were assessed with Cox proportional hazard models. Logistic regression models were utilized in landmark analysis of risk factors for irAE. Results Among 220 patients, median age was 70.0 years, 55.0% were female, 40.5% had baseline Eastern Cooperative Oncology Group performance status (ECOG PS) 2/3, and 95.5% received frontline pembrolizumab. Median OS for the cohort was 11.8 months (95% CI: 8.7–15.4). On multivariable analysis, baseline NLR ≥6.4 [hazard ratio (HR): 2.31, 95% confidence interval (CI): 1.46–3.64, P<0.001], baseline PLR ≥441.8 (HR: 2.03, 95% CI 1.22–3.37, P=0.006), and pre-treatment ECOG PS 2/3 (HR: 2.19, 95% CI: 1.48–3.26, P<0.001) were associated with worse OS. The incidence of any grade irAE and irAE grade ≥3 were 40.5% and 12.3%, respectively. ECOG PS 2/3 (vs. 0/1) patients were at 3.76-fold higher risk of developing an irAE by the 8-month landmark (P=0.002). Conclusions High NLR and PLR were associated with shorter OS in a cohort of patients receiving largely frontline pembrolizumab for aNSCLC in routine practice. ECOG PS 2/3 was associated with higher risk of developing an irAE. Given that NLR and PLR values are easily obtainable, prospective studies are warranted to confirm their prognostic significance in this patient population and explore a predictive utility.
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Affiliation(s)
- Doran Ksienski
- BC Cancer-Victoria, Victoria, BC, Canada.,Department of Medical Oncology, University of British Columbia, Vancouver, BC, Canada
| | - Elaine S Wai
- BC Cancer-Victoria, Victoria, BC, Canada.,Department of Medical Oncology, University of British Columbia, Vancouver, BC, Canada
| | - Deepu Alex
- BC Cancer-Vancouver, Vancouver, BC, Canada
| | - Nicole S Croteau
- Department of Anesthesiology, Pharmacology, & Therapeutics, University of British Columbia, Vancouver, BC, Canada
| | - Ashley T Freeman
- BC Cancer-Victoria, Victoria, BC, Canada.,Department of Medical Oncology, University of British Columbia, Vancouver, BC, Canada
| | - Angela Chan
- Department of Medical Oncology, University of British Columbia, Vancouver, BC, Canada.,BC Cancer-Surrey, Surrey, BC, Canada
| | | | | | - Leathia Fiorino
- BC Cancer-Victoria, Victoria, BC, Canada.,Department of Medical Oncology, University of British Columbia, Vancouver, BC, Canada
| | - Zia Poonja
- BC Cancer-Victoria, Victoria, BC, Canada.,Department of Medical Oncology, University of British Columbia, Vancouver, BC, Canada
| | - David Fenton
- BC Cancer-Victoria, Victoria, BC, Canada.,Department of Medical Oncology, University of British Columbia, Vancouver, BC, Canada
| | | | - Mary Lesperance
- Department of Mathematics and Statistics, University of Victoria, Victoria, BC, Canada
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Park JC, Durbeck J, Clark JR. Predictive value of peripheral lymphocyte counts for immune checkpoint inhibitor efficacy in advanced head and neck squamous cell carcinoma. Mol Clin Oncol 2020; 13:87. [PMID: 33194194 DOI: 10.3892/mco.2020.2157] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Accepted: 09/09/2020] [Indexed: 12/30/2022] Open
Abstract
Anti-programmed death 1 (PD-1) immune checkpoint inhibitors (ICI) have revolutionized the treatment of advanced head and neck squamous cell carcinoma (HNSCC) but benefit only a small subset of patients. Several studies have previously assessed the predictive value of peripheral lymphocyte count for ICI therapy responses; however the optimal lymphocyte measure for the best predictive value in HNSCC is unknown. The present study examined the predictive values of multiple peripheral lymphocyte measures for anti-PD-1 ICI therapy in advanced HNSCC. Clinicopathologic data were retrospectively collected on patients with recurrent or metastatic HNSCC who had received anti-PD-1 therapy. The association between clinical outcomes and various peripheral lymphocyte count measures was analyzed, including absolute lymphocyte count (ALC) and neutrophil-to-lymphocyte ratios (NLR) at baseline, week 6, and change from baseline to week 6. The primary outcome of interest was progression-free survival (PFS). A total of 108 patients with HNSCC who had received anti-PD-1 therapy were identified. The median PFS was 4.1 months. Week 6 high ALC (≥0.77) and low NLR (<6.2) were associated with a longer PFS (5.6 vs. 3.1 months, P=0.002; and 8.7 vs. 2.9 months, P=0.001, respectively). Decreased NLR during treatment was also associated with an improved PFS (6.7 vs. 2.7 months; P=0.015). Baseline lymphocyte counts and absolute lymphocyte changes during treatment did not predict ICI outcome. The present single institution retrospective study suggested that ALC and NLR values at week 6, and on-treatment NLR dynamic change have predictive value for anti-PD-1 therapy response.
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Affiliation(s)
- Jong Chul Park
- Department of Medicine, Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA.,Harvard Medical School, Boston, MA 02115, USA
| | - Julia Durbeck
- Department of Otolaryngology, Massachusetts Eye and Ear, Boston, MA 02114, USA
| | - John R Clark
- Department of Medicine, Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA.,Harvard Medical School, Boston, MA 02115, USA
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Katayama Y, Yamada T, Chihara Y, Tanaka S, Tanimura K, Okura N, Hirose K, Uda S, Shiotsu S, Hirai S, Hiranuma O, Harada T, Shimamoto T, Iwasaku M, Kaneko Y, Uchino J, Takeda T, Takayama K. Significance of inflammatory indexes in atezolizumab monotherapy outcomes in previously treated non-small-cell lung cancer patients. Sci Rep 2020; 10:17495. [PMID: 33060826 PMCID: PMC7566597 DOI: 10.1038/s41598-020-74573-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Accepted: 10/05/2020] [Indexed: 12/20/2022] Open
Abstract
Cancer immunotherapy, including atezolizumab monotherapy, is a promising alternative strategy for patients with advanced non-small-cell lung cancer (NSCLC). Several inflammatory indices have been reported as potential biomarkers regarding the effectiveness of various treatments. This study aimed to analyze the efficacy of atezolizumab monotherapy using baseline inflammatory markers in NSCLC patients. We retrospectively enrolled 81 NSCLC patients who received atezolizumab monotherapy at six different medical institutions in Japan. The Cox proportional hazards model was used to assess the impact of the clinical variables, including inflammatory indexes, on clinical outcomes. Median progression-free survival (PFS) and overall survival (OS) were 60 days and 252 days, respectively. The objective response rate was 7.4%, and the disease control rate was 54.3%. Patients with high neutrophil to lymphocyte ratio (NLR), low lymphocyte to monocyte ratio (LMR), and/or high platelet to lymphocyte ratio (PLR), at baseline, demonstrated substantially shorter PFS and OS compared to those with a low NLR, high LMR, and/or low PLR. The multivariate analysis demonstrated that a high baseline NLR was substantially associated with short PFS and short OS. Our retrospective observations suggest that inflammatory indices may be a potential negative prognostic factor of atezolizumab monotherapy outcomes in NSCLC patients.
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Affiliation(s)
- Yuki Katayama
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Tadaaki Yamada
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan.
| | - Yusuke Chihara
- Department of Respiratory Medicine, Uji-Tokushukai Medical Center, Uji, Japan
| | - Satomi Tanaka
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Keiko Tanimura
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Naoko Okura
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Kazuki Hirose
- Department of Respiratory Medicine, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
| | - Sayaka Uda
- Department of Respiratory Medicine, Japanese Red Cross Kyoto Daiichi Hospital, Kyoto, Japan
| | - Shinsuke Shiotsu
- Department of Respiratory Medicine, Japanese Red Cross Kyoto Daiichi Hospital, Kyoto, Japan
| | - Soichi Hirai
- Department of Respiratory Medicine, Otsu City Hospital, Otsu, Japan
| | - Osamu Hiranuma
- Department of Respiratory Medicine, Otsu City Hospital, Otsu, Japan
| | - Taishi Harada
- Department of Medical Oncology, Fukuchiyama City Hospital, Fukuchiyama, Japan
| | - Takayuki Shimamoto
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Masahiro Iwasaku
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Yoshiko Kaneko
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Junji Uchino
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Takayuki Takeda
- Department of Respiratory Medicine, Japanese Red Cross Kyoto Daini Hospital, Kyoto, Japan
| | - Koichi Takayama
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
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Wang W, Huang Z, Yu Z, Zhuang W, Zheng W, Cai Z, Shi L, Yu X, Lou G, Hong W, Zhang Y, Chen M, Song Z. Prognostic Value of the Lung Immune Prognostic Index May Differ in Patients Treated With Immune Checkpoint Inhibitor Monotherapy or Combined With Chemotherapy for Non-small Cell Lung Cancer. Front Oncol 2020; 10:572853. [PMID: 33163403 PMCID: PMC7583465 DOI: 10.3389/fonc.2020.572853] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 09/15/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Lung immune prognostic index (LIPI) status was recently developed to predict responses to immune checkpoint inhibitor (ICI) treatments. However, it is unclear whether LIPI is a prognostic index for both patients treated with ICI monotherapy and patients treated with ICIs combined with chemotherapy (ICIs CC). METHODS This retrospective study established the patterns of LIPI in Chinese patients with advanced non-small cell lung cancer. Lung immune prognostic index based on the derived neutrophil-to-lymphocyte ratio greater than 3 and lactate dehydrogenase greater than the upper limit of normal was developed to characterize good, intermediate, or poor LIPI status. Associations between LIPI status and progression-free survival (PFS) and overall survival (OS) were analyzed. Kaplan-Meier curves and Cox proportional hazards models were used to determine survival differences. RESULTS Three hundred thirty patients were included in this study. Of these patients, 216 received ICI monotherapy and 114 received ICIs CC. A good LIPI status was associated with better PFS (6.1 months vs. 2.3 months vs. 2.1 months, P = 0.023) and OS (24.2 months vs. 14.5 months vs. 9.3 months, P < 0.001) in ICI monotherapy compared to intermediate or poor LIPI status. No differences in PFS (17.9 vs. 9.9 months vs. 7.6 months, P = 0.355, respectively) and OS (P = 0.346) were observed in patients who received ICIs CC. Moreover, we found that patients who had an improved LIPI status compared with the baseline value had a longer PFS with ICI monotherapy and LIPI intermediate status (8.4 months vs. 2.1 months vs. 1.4 months, P < 0.001). However, in patients treated with ICIs CC, these dynamic changes were not observed (P = 0.444). CONCLUSIONS Lung immune prognostic index status and dynamic changes in LIPI could be prognostic markers of treatment response to ICI monotherapy, but not to ICIs CC. In particular, good LIPI status was associated with a better clinical outcome compared with intermediate and poor LIPI status in ICI monotherapy treatment.
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Affiliation(s)
- Wenxian Wang
- Department of Medical Oncology, Cancer Hospital of the University of Chinese Academy of Sciences & Zhejiang Cancer Hospital, Hangzhou, China
- Institute of Cancer and Basic Medicine, Chinese Academy of Sciences, Hangzhou, China
| | - Zhangzhou Huang
- Department of Medical Oncology, Fujian Provincial Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, China
| | - Zongyang Yu
- Department of Medical Oncology, The 900th Hospital, Fuzhou, China
| | - Wu Zhuang
- Department of Medical Oncology, Fujian Provincial Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, China
| | - Weijun Zheng
- Department of Medical Statistics, College of Public Health, Zhejiang Chinese Medical School, Hangzhou, China
| | - Zhijian Cai
- Institute of Immunology, Zhejiang University School of Medicine, Hangzhou, China
| | - Lei Shi
- Hangzhou YITU Healthcare Technology Co., Ltd., Hangzhou, China
| | - Xinmin Yu
- Department of Medical Oncology, Cancer Hospital of the University of Chinese Academy of Sciences & Zhejiang Cancer Hospital, Hangzhou, China
- Institute of Cancer and Basic Medicine, Chinese Academy of Sciences, Hangzhou, China
| | - Guangyuan Lou
- Department of Medical Oncology, Cancer Hospital of the University of Chinese Academy of Sciences & Zhejiang Cancer Hospital, Hangzhou, China
- Institute of Cancer and Basic Medicine, Chinese Academy of Sciences, Hangzhou, China
| | - Wei Hong
- Department of Medical Oncology, Cancer Hospital of the University of Chinese Academy of Sciences & Zhejiang Cancer Hospital, Hangzhou, China
- Institute of Cancer and Basic Medicine, Chinese Academy of Sciences, Hangzhou, China
| | - Yiping Zhang
- Department of Medical Oncology, Cancer Hospital of the University of Chinese Academy of Sciences & Zhejiang Cancer Hospital, Hangzhou, China
- Institute of Cancer and Basic Medicine, Chinese Academy of Sciences, Hangzhou, China
| | - Ming Chen
- Zhejiang Key Laboratory of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, China
| | - Zhengbo Song
- Department of Medical Oncology, Cancer Hospital of the University of Chinese Academy of Sciences & Zhejiang Cancer Hospital, Hangzhou, China
- Institute of Cancer and Basic Medicine, Chinese Academy of Sciences, Hangzhou, China
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Prelaj A, Lo Russo G, Proto C, Signorelli D, Ferrara R, Galli G, De Toma A, Randon G, Pagani F, Trevisan B, Ganzinelli M, Zilembo N, Montrone M, Longo V, Pesola F, Pizzutilo P, Del Bene G, Varesano N, Galetta D, Torri V, Garassino MC, Di Maio M, Catino A. DiM: Prognostic Score for Second- or Further-line Immunotherapy in Advanced Non–Small-Cell Lung Cancer: An External Validation. Clin Lung Cancer 2020; 21:e337-e348. [DOI: 10.1016/j.cllc.2020.01.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2019] [Revised: 12/21/2019] [Accepted: 01/20/2020] [Indexed: 11/16/2022]
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Zhou L, Zhang M, Li R, Xue J, Lu Y. Pseudoprogression and hyperprogression in lung cancer: a comprehensive review of literature. J Cancer Res Clin Oncol 2020; 146:3269-3279. [PMID: 32857178 DOI: 10.1007/s00432-020-03360-1] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 08/18/2020] [Indexed: 02/05/2023]
Abstract
PURPOSE Immune checkpoint inhibitors are associated with clinical benefit in lung cancer. However, response patterns to immunotherapy, including pseudoprogression and hyperprogression, are difficult to diagnose, and their mechanisms remain unclear. This review aimed to describe two response patterns observed in lung cancer, namely pseudoprogression and hyperprogression, including their epidemiology, diagnostic characteristics, and plausible mechanisms. METHODS We performed a comprehensive literature search in the PubMed database, using keywords "pseudoprogression", "hyperprogression", and "lung cancer", among others. The literature was examined for pseudoprogression and hyperprogression characteristics and plausible mechanisms. RESULTS Pseudoprogression manifests in multiple forms; however, the immune system-related response criteria and biopsy data are helpful to make accurate diagnosis. Serological biomarkers, such as neutrophil-to-lymphocyte ratio (NLR) and circulating tumor DNA (ctDNA), might help distinguish pseudoprogression from true progression. The incidence of hyperprogression ranges within 5-19.2%, depending on definition. The unique response pattern of rapid progression is observed not only with immunotherapy, but also with other treatment regimens. Molecular mutations and amplifications may result in hyperprogression; however, the exact mechanism remains unclear. CONCLUSION Atypical response patterns, such as pseudoprogression and hyperprogression, are increasingly common in clinical practice. Immune-related response criteria can help diagnose pseudoprogression. Molecular mechanisms of hyperprogression remain unclear. Biomarkers for pseudoprogression and hyperprogression are required.
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Affiliation(s)
- Laiyan Zhou
- Department of Thoracic Cancer, Cancer Center, West China Hospital, West China School of Clinical Medicine, Sichuan University, Chengdu, 610041, China
| | - Mai Zhang
- Department of Thoracic Cancer, Cancer Center, West China Hospital, West China School of Clinical Medicine, Sichuan University, Chengdu, 610041, China
| | - Rui Li
- Department of Thoracic Cancer, Cancer Center, West China Hospital, West China School of Clinical Medicine, Sichuan University, Chengdu, 610041, China
| | - Jianxin Xue
- Department of Thoracic Cancer, Cancer Center, West China Hospital, West China School of Clinical Medicine, Sichuan University, Chengdu, 610041, China.
| | - You Lu
- Department of Thoracic Cancer, Cancer Center, West China Hospital, West China School of Clinical Medicine, Sichuan University, Chengdu, 610041, China.
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Huang Y, Shen A. The prediction potential of neutrophil-to-lymphocyte ratio for the therapeutic outcomes of programmed death receptor-1/programmed death ligand 1 inhibitors in non-small cell lung cancer patients: A meta-analysis. Medicine (Baltimore) 2020; 99:e21718. [PMID: 32846790 PMCID: PMC7447402 DOI: 10.1097/md.0000000000021718] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Programmed death receptor-1 (PD-1)/programmed death ligand 1 (PD-L1) inhibitors have been demonstrated to improve the prognosis of patients with advanced non-small cell lung cancer (NSCLC) compared with chemotherapy. However, there were still some non-responders. Thus, how to effectively screen the responder may be an important issue. Recent studies revealed the immune-related indicator, neutrophil-lymphocyte ratio (NLR), may predict the therapeutic effects of anti-PD1/PD-L1 antibodies; however, the results were controversial. This study was to re-evaluate the prognostic potential of NLR for NSCLC patients receiving PD1/PD-L1 inhibitors by performing a meta-analysis. METHODS Eligible studies were identified by searching online databases of PubMed, EMBASE and Cochrane Library. The predictive values of NLR for overall survival, (OS), progression free survival (PFS) and overall response rate (ORR) were estimated by hazard ratio (HR) with 95% confidence interval (CI). RESULTS Twenty-four studies involving 2196 patients were included. The pooled analysis demonstrated that elevated NLR before PD-1/PD-L1 inhibitor treatment was a predictor of poor OS (HR = 2.17; 95% CI: 1.64 - 2.87, P < .001), PFS (HR = 1.54; 95% CI: 1.34 - 1.78, P < .001) and low ORR (HR = 0.64; 95% CI: 0.44 - 0.95, P = .027) in NSCLC patients. Subgroup analysis revealed the predictive ability of NLR for OS and PFS was not changed by ethnicity, sample size, cut-off, HR source, study design or inhibitor type (except the combined anti-PD-L1 group); while its association with ORR was only significant when the cut-off value was less than 5 and the studies were prospectively designed. CONCLUSION Our findings suggest patients with lower NLR may benefit from the use of PD-1/PD-L1 inhibitors to prolong their survival period.
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Song P, Yang D, Cui X, Wang H, Si X, Zhang X, Zhang L. NLCIPS: Non-Small Cell Lung Cancer Immunotherapy Prognosis Score. Cancer Manag Res 2020; 12:5975-5985. [PMID: 32765097 PMCID: PMC7381788 DOI: 10.2147/cmar.s257967] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Accepted: 06/25/2020] [Indexed: 01/22/2023] Open
Abstract
Introduction Currently in China, many immune checkpoint inhibitors (ICIs) have been approved for the treatment of non-small cell lung cancer (NSCLC). Some patients can not benefit from ICIs, and approximately 50% of patients have immunotherapy-related toxicity. Therefore, it is necessary to monitor carefully the selection of immunotherapy population using biomarkers to maximize the benefit of patients with NSCLC. Methods A prospective analysis was performed on patients with advanced NSCLC who were treated with ICIS at our hospital from March 2018 to June 2019, up to the follow-up deadline of December 31, 2019. The primary end points were overall survival (OS) and progression-free survival (PFS), and the secondary end points were objective response rate and disease control rate. A lasso regression was used for the univariate analysis, and Cox regression analysis was used for the multivariate analysis. An efficacy prediction line chart was developed. Results A total of 63 patients were included in the study. The median PFS was 7.0 months (95% CI, 5.0–11.0) and did not reach the median OS. According to the lasso regression, significant univariate factors were smoking index, PD-ligand 1 expression, and neutrophil to lymphocyte ratio (NLR). According to the multivariate analysis, the Cox proportional hazards model showed that smoking index and NLR are independent predictors of PFS in immunotherapy. A model comprised of independent predictors was developed based on a multivariate logical analysis of the main cohort—non-small cell lung cancer immunotherapy prognosis score. This model is shown as a nomogram with a C-index of 0.801 (95% CI, 0.744, 0.858), which has high prediction accuracy. Conclusion This predictive model, including NLR and smoking index, can achieve a 1-year PFS in immunotherapy of patients. PD-1 inhibitors have been demonstrated to be effective and safe in the clinical treatment of patients with NSCLC.
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Affiliation(s)
- Peng Song
- Department of Respiratory Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, People's Republic of China
| | - Dongliang Yang
- Department of Respiratory Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, People's Republic of China.,Department of General Education Courses, Cangzhou Medical College, Beijing, People's Republic of China
| | - Xiaoxia Cui
- Department of Respiratory Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, People's Republic of China
| | - Hanping Wang
- Department of Respiratory Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, People's Republic of China
| | - Xiaoyan Si
- Department of Respiratory Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, People's Republic of China
| | - Xiaotong Zhang
- Department of Respiratory Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, People's Republic of China
| | - Li Zhang
- Department of Respiratory Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, People's Republic of China
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Zhou S, Jiang W, Wang H, Wei N, Yu Q. Predictive value of pretreatment albumin-to-alkaline phosphatase ratio for overall survival for patients with advanced non-small cell lung cancer. Cancer Med 2020; 9:6268-6280. [PMID: 32691996 PMCID: PMC7476831 DOI: 10.1002/cam4.3244] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Revised: 05/18/2020] [Accepted: 05/27/2020] [Indexed: 12/24/2022] Open
Abstract
Objectives To investigate the relation between AAPR and OS in patients with advanced non‐small cell lung cancer (NSCLC). Methods A retrospective cohort study was conducted with 808 patients with advanced NSCLC who were treated in Guangxi Medical University Affiliated Tumor Hospital in China from 5 March 2009 to 31 August 2018. The target‐independent and dependent variables were AAPR measured in patients before anticancer treatment and overall survival (OS), respectively. Covariates involved in this study included age, gender, ECOG status, smoking history, clinical stages, pathological type, driver mutation (EGFR or ALK), metastasis or not (bone, lung, liver, brain, malignant plural effusion, and other organs), number of organ metastasis(≤3, >3), first‐line regiment and number of treatment lines (≤3, >3). Results The mean age of the selected patients was 58.3 ± 10.9 years and 68.6% were male. We divided patients according to their AAPR into low (AAPR < 0.34, n = 266), medium (AAPR = 0.34‐0.47, n = 259), and high (AAPR > 0.47, n = 283) tertile groups. Medium and high AAPR were associated with a decreased risk of death after fully adjusted Cox proportional hazard model(s) with hazards ratio (HR) 0.77 (95%CI = 0.58‐1.03) and HR 0.59 (95%CI = 0.45‐0.78), respectively (P for trend <.05). The median OS of low, medium, and high AAPR was 9.3, 11.8, and 16.9 months, respectively (P value <.0001). No optimal cutoff value of AAPR for prognosing OS was identified by smooth curve fitting. The HR and the 95% confidence intervals of the left and right sides of the inflection point 0.6 as cutoff value were 0.28 (95%CI = 0.14‐0.57) and 0.77 (95%CI = 0.34‐1.73), respectively (P value = .127). By subgroup analysis, similar results were consistently observed across nearly all the subgroups. Conclusion Our study implied that pretreatment AAPR can be used as an independent prognostic factor in patients with advanced NSCLC. This ratio should be applied for risk stratification and clinical decision‐making in those patients.
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Affiliation(s)
- Shaozhang Zhou
- Department of Respiratory Oncology, Guangxi Medical University Affiliated Tumor Hospital, Nanning City, Guangxi Zhuang Autonomous Region, China
| | - Wei Jiang
- Department of Respiratory Oncology, Guangxi Medical University Affiliated Tumor Hospital, Nanning City, Guangxi Zhuang Autonomous Region, China
| | - Huilin Wang
- Department of Respiratory Oncology, Guangxi Medical University Affiliated Tumor Hospital, Nanning City, Guangxi Zhuang Autonomous Region, China
| | - Ni Wei
- Department of No.5 Chemotherapy, Guangxi Medical University Affiliated Tumor Hospital, Nanning City, Guangxi Zhuang Autonomous Region, China
| | - Qitao Yu
- Department of Respiratory Oncology, Guangxi Medical University Affiliated Tumor Hospital, Nanning City, Guangxi Zhuang Autonomous Region, China
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Jiang M, Peng W, Pu X, Chen B, Li J, Xu F, Liu L, Xu L, Xu Y, Cao J, Wang Q, Li K, Wang J, Wu L. Peripheral Blood Biomarkers Associated With Outcome in Non-small Cell Lung Cancer Patients Treated With Nivolumab and Durvalumab Monotherapy. Front Oncol 2020; 10:913. [PMID: 32695663 PMCID: PMC7339928 DOI: 10.3389/fonc.2020.00913] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Accepted: 05/11/2020] [Indexed: 12/11/2022] Open
Abstract
Background: Selecting patients who potentially benefit from immune checkpoint inhibitors (ICIs) is critical. Programmed death ligand-1 (PD-L1) protein immunohistochemical expression on cancer cells or immune cells and next-generation sequencing-based tumor mutational burden (TMB) are hot spots in studies on ICIs, but there is still confusion in the testing methods. Because blood samples are much easier for clinical application, many potential peripheral biomarkers have been proposed. This study identified blood parameters associated with the outcome of non-small cell lung cancer (NSCLC) patients with ICI monotherapy. Materials and Methods: Data from 76 NSCLC patients were analyzed retrospectively. To assess the connection between survival and peripheral blood markers measured before the first and fifth doses of ICI treatment, we utilized Cox regression model survival analysis and receiver operating characteristic (ROC) curve analysis to assess the markers. Results: In the nivolumab cohort, the optimal cutoffs for predicting 11-month overall survival (OS) were 168.13 and 43 g/L for platelet-to-lymphocyte ratio (PLR) and albumin, respectively. When patients were grouped with PLR and albumin, a significant difference in SD-PR vs. PD rate was found between the high and low groups, which was not found when the patients were grouped by PD-L1 expression. Patients with high PLR (>168.13) or low albumin ( ≤ 43 g/L) before ICI had a significantly increased hazard of progression, separately (for PLR, P = 0.006; for albumin, P = 0.033), and of death (for PLR, P = 0.014; for albumin, P = 0.009) compared with those patients who had low PLR or albumin levels. More importantly, we found that a higher PLR (>168.13) before the fifth dose of ICIs was also a prognostic biomarker, which significantly correlated with shorter OS in both the nivolumab (P = 0.046) and durvalumab cohorts (P = 0.028). Conclusions: PLR and albumin may help in the stratification of high progression and death risk groups in advanced NSCLC patients treated with nivolumab and durvalumab monotherapy.
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Affiliation(s)
- Meilin Jiang
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Wenying Peng
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Xingxiang Pu
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Bolin Chen
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Jia Li
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Fang Xu
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Liyu Liu
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Li Xu
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Yan Xu
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Jun Cao
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Qianzhi Wang
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Kang Li
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Jingyi Wang
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Lin Wu
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
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Li Y, Zhang Z, Hu Y, Yan X, Song Q, Wang G, Chen R, Jiao S, Wang J. Pretreatment Neutrophil-to-Lymphocyte Ratio (NLR) May Predict the Outcomes of Advanced Non-small-cell Lung Cancer (NSCLC) Patients Treated With Immune Checkpoint Inhibitors (ICIs). Front Oncol 2020; 10:654. [PMID: 32656072 PMCID: PMC7324627 DOI: 10.3389/fonc.2020.00654] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 04/08/2020] [Indexed: 12/26/2022] Open
Abstract
Background: Recent studies have demonstrated the predictive value of pretreatment neutrophil-to-lymphocyte ratio (NLR) in advanced cancers; however, the role of NLR in patients with advanced non-small-cell lung cancer (NSCLC) treated with immune checkpoint inhibitors (ICIs) remained to be explored. Thus, we aimed to investigate whether pretreatment NLR was associated with the outcomes of advanced NSCLC patients treated with ICIs. Methods: A comprehensive literature research was first conducted in PubMed, the Cochrane Central Library, and Embase for studies that evaluated the association between pretreatment NLR and survival of advanced NSCLC patients with ICIs treatment. We then conducted a retrospective study in Chinese People's Liberation Army (PLA) General Hospital (Beijing, China) to validate these findings. Results: A total of 17 eligible studies with 2,106 patients were included in our meta-analysis, of which, 12 studies reported progression-free survival (PFS), and 13 studies reported overall survival (OS). The pooled results showed that high pretreatment NLR was significantly associated with poorer PFS (HR = 1.44, 95% CI 1.26–1.65; P < 0.001) and OS (HR = 2.86, 95% CI 2.11–3.87; P < 0.001) compared with those with low pretreatment NLR. Subgroup analysis demonstrated that the association between baseline NLR and PFS remained significant except that the cut-off value of NLR was 3 (HR = 1.48, 95% CI 0.93–2.37; P = 0.098) and region of Asia (HR = 1.55, 95% CI 1.00–2.39; P = 0.051). These results were further validated in our retrospective study that patients with pretreatment NLR ≥ 6.0 had shorter PFS (median: 5.0 vs. 9.1 months, HR = 1.39; 95% CI 1.01–1.91; P = 0.02) and OS (median: 10.0 vs. 17.3 months, HR = 1.71; 95% CI 1.18–2.46; P < 0.001) compared with those with NLR < 6.0. The associations between NLR and survival were consistent in subgroup analysis stratified by age, gender, ECOG PS, histology, stage, smoking history, treatment, and prior lines of therapy. Dynamics of NLR (dNLR) that increased ≥3.0 from baseline was also significantly associated with worse PFS (median: 3.1 vs. 9.1 months; P = 0.01) and OS (median: 6.8 vs. 17.0 months; P < 0.0001). Conclusions: Our study demonstrates that pretreatment NLR and dNLR from baseline are associated with the outcomes of advanced NSCLC patients treated with ICIs; however, it warrants further prospective studies.
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Affiliation(s)
- Ye Li
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.,Oncology Laboratory, The First Medical Center of Chinese PLA General Hospital, Beijing, China.,Medical School of Chinese PLA, Beijing, China
| | - Zhibo Zhang
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.,Medical School of Chinese PLA, Beijing, China.,The 78th Group Army Hospital of Chinese PLA, Mudanjiang, China
| | - Yi Hu
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Xiang Yan
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Qi Song
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Guoqiang Wang
- The Medical Department, 3D Medicines Inc, Shanghai, China
| | - Runzhe Chen
- Departments of Thoracic/Head and Neck Medical Oncology and Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Shunchang Jiao
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Jinliang Wang
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
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Gascón M, Isla D, Cruellas M, Gálvez EM, Lastra R, Ocáriz M, Paño JR, Ramírez A, Sesma A, Torres-Ramón I, Yubero A, Pardo J, Martínez-Lostao L. Intratumoral Versus Circulating Lymphoid Cells as Predictive Biomarkers in Lung Cancer Patients Treated with Immune Checkpoint Inhibitors: Is the Easiest Path the Best One? Cells 2020; 9:cells9061525. [PMID: 32580514 PMCID: PMC7348938 DOI: 10.3390/cells9061525] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 06/18/2020] [Accepted: 06/19/2020] [Indexed: 12/14/2022] Open
Abstract
The molecular and cell determinants that modulate immune checkpoint (ICI) efficacy in lung cancer are still not well understood. However, there is a necessity to select those patients that will most benefit from these new treatments. Recent studies suggest the presence and/or the relative balance of specific lymphoid cells in the tumor microenvironment (TEM) including the T cell (activated, memory, and regulatory) and NK cell (CD56dim/bright) subsets, and correlate with a better response to ICI. The analyses of these cell subsets in peripheral blood, as a more accessible and homogeneous sample, might facilitate clinical decisions concerning fast prediction of ICI efficacy. Despite recent studies suggesting that lymphoid circulating cells might correlate with ICI efficacy and toxicity, more analyses and investigation are required to confirm if circulating lymphoid cells are a relevant picture of the lung TME and could be instrumental as ICI response biomarkers. This short review is aimed to discuss the recent advances in this fast-growing field.
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Affiliation(s)
- Marta Gascón
- Medical Oncology Department, University Hospital Lozano Blesa, 50009 Zaragoza, Spain; (D.I.); (M.C.); (R.L.); (M.O.); (A.S.); (I.T.-R.); (A.Y.)
- Aragon Health Research Institute (IIS Aragón), 50009 Zaragoza, Spain; (J.R.P.); (J.P.); (L.M.-L.)
- Correspondence:
| | - Dolores Isla
- Medical Oncology Department, University Hospital Lozano Blesa, 50009 Zaragoza, Spain; (D.I.); (M.C.); (R.L.); (M.O.); (A.S.); (I.T.-R.); (A.Y.)
- Aragon Health Research Institute (IIS Aragón), 50009 Zaragoza, Spain; (J.R.P.); (J.P.); (L.M.-L.)
| | - Mara Cruellas
- Medical Oncology Department, University Hospital Lozano Blesa, 50009 Zaragoza, Spain; (D.I.); (M.C.); (R.L.); (M.O.); (A.S.); (I.T.-R.); (A.Y.)
- Aragon Health Research Institute (IIS Aragón), 50009 Zaragoza, Spain; (J.R.P.); (J.P.); (L.M.-L.)
| | - Eva M. Gálvez
- Carbochemical Institute (ICB-CSIC), Miguel Luesma 4, 50018 Zaragoza, Spain;
| | - Rodrigo Lastra
- Medical Oncology Department, University Hospital Lozano Blesa, 50009 Zaragoza, Spain; (D.I.); (M.C.); (R.L.); (M.O.); (A.S.); (I.T.-R.); (A.Y.)
- Aragon Health Research Institute (IIS Aragón), 50009 Zaragoza, Spain; (J.R.P.); (J.P.); (L.M.-L.)
| | - Maitane Ocáriz
- Medical Oncology Department, University Hospital Lozano Blesa, 50009 Zaragoza, Spain; (D.I.); (M.C.); (R.L.); (M.O.); (A.S.); (I.T.-R.); (A.Y.)
- Aragon Health Research Institute (IIS Aragón), 50009 Zaragoza, Spain; (J.R.P.); (J.P.); (L.M.-L.)
| | - José Ramón Paño
- Aragon Health Research Institute (IIS Aragón), 50009 Zaragoza, Spain; (J.R.P.); (J.P.); (L.M.-L.)
- Infectious Disease Department, University Hospital Lozano Blesa, 50009 Zaragoza, Spain
| | - Ariel Ramírez
- Nanotoxicology and Immunotoxicology Unit (IIS Aragón), 50009 Zaragoza, Spain;
| | - Andrea Sesma
- Medical Oncology Department, University Hospital Lozano Blesa, 50009 Zaragoza, Spain; (D.I.); (M.C.); (R.L.); (M.O.); (A.S.); (I.T.-R.); (A.Y.)
- Aragon Health Research Institute (IIS Aragón), 50009 Zaragoza, Spain; (J.R.P.); (J.P.); (L.M.-L.)
| | - Irene Torres-Ramón
- Medical Oncology Department, University Hospital Lozano Blesa, 50009 Zaragoza, Spain; (D.I.); (M.C.); (R.L.); (M.O.); (A.S.); (I.T.-R.); (A.Y.)
- Aragon Health Research Institute (IIS Aragón), 50009 Zaragoza, Spain; (J.R.P.); (J.P.); (L.M.-L.)
| | - Alfonso Yubero
- Medical Oncology Department, University Hospital Lozano Blesa, 50009 Zaragoza, Spain; (D.I.); (M.C.); (R.L.); (M.O.); (A.S.); (I.T.-R.); (A.Y.)
- Aragon Health Research Institute (IIS Aragón), 50009 Zaragoza, Spain; (J.R.P.); (J.P.); (L.M.-L.)
| | - Julián Pardo
- Aragon Health Research Institute (IIS Aragón), 50009 Zaragoza, Spain; (J.R.P.); (J.P.); (L.M.-L.)
- ARAID Foundation (IIS Aragón), 50009 Zaragoza, Spain
- Microbiology, Preventive Medicine and Public Health Department, Medicine, University of Zaragoza, 50009 Zaragoza, Spain
- Biomedical Research Center in Bioengineering, Biomaterials and Nanomedicine Network (CIBER-BBN), 28029 Madrid, Spain
| | - Luis Martínez-Lostao
- Aragon Health Research Institute (IIS Aragón), 50009 Zaragoza, Spain; (J.R.P.); (J.P.); (L.M.-L.)
- Immunology Department, University Hospital Lozano Blesa, 50009 Zaragoza, Spain
- Department of Microbiology, Pediatrics, Radiology and Public Health, University of Zaragoza, 50009 Zaragoza, Spain
- Aragon Nanoscience Institute, 50018 Zaragoza, Spain
- Aragon Materials Science Institute, 50009 Zaragoza, Spain
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You W, Shang B, Sun J, Liu X, Su L, Jiang S. Mechanistic insight of predictive biomarkers for antitumor PD‑1/PD‑L1 blockade: A paradigm shift towards immunome evaluation (Review). Oncol Rep 2020; 44:424-437. [PMID: 32627031 PMCID: PMC7336519 DOI: 10.3892/or.2020.7643] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 05/14/2020] [Indexed: 12/24/2022] Open
Abstract
Checkpoint inhibitor-based immunotherapy has exhibited unprecedented success in the treatment of advanced-stage cancer in recent years. Several therapeutic antibodies targeting programmed death-1 (PD-1) or its ligand (PD-L1) have received regulatory approvals for the treatment of multiple malignancies, including melanoma, non-small cell lung cancer, kidney cancer and Hodgkin's lymphoma. However, a substantial proportion of patients still do not benefit from these agents, let alone the risk of immune-associated toxicities and financial burden. Therefore, it is imperative to identify valid predictive biomarkers which can help optimize the selection of patients. In this review, a mechanism-based interpretation of tumor PD-L1 expression and other candidate biomarkers of response to antitumor PD-1/PD-L1 blockade was provided, particularly for the tumor microenvironment-derived ‘immunomes’, and the challenges faced in their clinical use was addressed. Directions for future biomarker development and the potential of combined biomarker strategies were also proposed.
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Affiliation(s)
- Wenjie You
- Department of Respiratory and Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250021, P.R. China
| | - Bin Shang
- Department of Thoracic Surgery, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250021, P.R. China
| | - Jian Sun
- Department of Respiratory and Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250021, P.R. China
| | - Xueqing Liu
- Department of Respiratory and Critical Care Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, P.R. China
| | - Lili Su
- Department of Respiratory and Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250021, P.R. China
| | - Shujuan Jiang
- Department of Respiratory and Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250021, P.R. China
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Predictive value of neutrophil-lymphocyte ratio and platelet-lymphocyte ratio in non-small cell lung cancer patients treated with immune checkpoint inhibitors: A meta-analysis. Int Immunopharmacol 2020; 85:106677. [PMID: 32531712 DOI: 10.1016/j.intimp.2020.106677] [Citation(s) in RCA: 74] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 05/26/2020] [Accepted: 06/03/2020] [Indexed: 01/19/2023]
Abstract
BACKGROUND High neutrophil-lymphocyte ratio (NLR) and platelet-lymphocyte ratio (PLR) are associated with poor prognosis in cancer patients treated with Immune checkpoint inhibitors (ICIs). However, whether this relationship exists in non-small cell lung cancer (NSCLC) patients remains unclear. Thus, this meta-analysis was conducted to investigate the prognostic role of NLR and PLR in NSCLC treated with ICIs. METHODS Eligible studies that evaluated the value of pre-treatment or post-treatment NLR/PLR in NSCLC patients received ICIs were obtained by searching PubMed, Web of Science, Cochrane Library, and EMBASE. The pooled hazard ratio (HR) and 95% confidence interval (CI) were used to assess the relationship between NLR/PLR and overall survival (OS) and progression-free survival (PFS). Subgroup analysis and publication bias were conducted to investigate heterogeneity. RESULTS 1845 NSCLC patients from 21 studies were included and three ICIs(nivolumab, pembrolizumab, and atezolizumab) were used. Overall, high NLR was associated with poor OS (HR: 2.50, 95% CI:1.79-3.51, P < 0.001) and PFS (HR: 1.77, 95% CI:1.51-2.01, P < 0.001). Subgroup analyses were consistent with the pooled results. Similarly, the pooled results for PLR showed that elevated PLR was related to inferior OS (HR: 1.93, 95% CI: 1.51-2.01, P < 0.001) and PFS (HR: 1.57, 95%CI: 1.30-1.90, P < 0.001). However, the subgroup analysis based on test time indicated that there was no significant correlation between post-treatment PLR and survival outcomes. CONCLUSION NLR and pre-treatment PLR could serve as prognostic biomarkers in NSCLC patients treated with ICIs. However, the value of post-treatment PLR needs further to be evaluated.
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Jin J, Yang L, Liu D, Li W. Association of the neutrophil to lymphocyte ratio and clinical outcomes in patients with lung cancer receiving immunotherapy: a meta-analysis. BMJ Open 2020; 10:e035031. [PMID: 32499266 PMCID: PMC7282333 DOI: 10.1136/bmjopen-2019-035031] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVES To explore the relationship between the pretreatment or post-treatment neutrophil to lymphocyte ratio (NLR) and overall survival (OS)/progression-free survival (PFS) in patients with lung cancer receiving immunotherapy. DESIGN We searched several databases to collect relevant studies conducted until July 2019. We carefully reviewed the full text of the included publications and combined the HRs and 95% CIs to assess the association between the NLR and survival time in patients with lung cancer receiving immunotherapy. DATA SOURCES PubMed, the Cochrane Library, Embase and Web of Science ELIGIBILITY CRITERIA: Studies reporting the prognostic value of the NLR in patients with lung cancer receiving immunotherapy were enrolled. DATA EXTRACTION AND SYNTHESIS Basic information on the articles and patients (NLR cut-off value, NLR at baseline and HRs with 95% CIs for OS and PFS) was extracted by two authors independently. The pooled HRs of OS and PFS were synthesised using the random effects or fixed effects model. RESULTS Twenty-three studies with 2068 patients were enrolled. Among all patients, 1305 (64.0%) were men and 643 (31.4%) were diagnosed with squamous cell carcinoma (SCC). In a pooled analysis of OS and PFS from all studies, an elevated NLR predicted poor OS (HR=1.62; 95% CI: 1.41 to 1.87; p<0.001) and PFS (HR=1.47; 95% CI: 1.25 to 1.72; p<0.001). Subgroup analyses stratified showed that the post-treatment NLR was not significantly related to OS and that patients in Asia had significantly higher HRs than those in Europe and America. Furthermore, the proportion of SCC and baseline NLR could affect the prognostic value of the NLR. CONCLUSIONS Our study found that an elevated NLR was associated with poor OS and PFS in patients with lung cancer receiving immunotherapy and that several clinical factors might have an impact on the predictive value of the NLR in the survival of patients with lung cancer.
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Affiliation(s)
- Jing Jin
- Department of Respiratory & Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Lan Yang
- Department of Respiratory & Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Dan Liu
- Department of Respiratory & Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Weimin Li
- Department of Respiratory & Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
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Takada K, Takamori S, Yoneshima Y, Tanaka K, Okamoto I, Shimokawa M, Oba T, Osoegawa A, Tagawa T, Takenoyama M, Oda Y, Nakanishi Y, Mori M. Serum markers associated with treatment response and survival in non-small cell lung cancer patients treated with anti-PD-1 therapy. Lung Cancer 2020; 145:18-26. [PMID: 32388276 DOI: 10.1016/j.lungcan.2020.04.034] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 04/23/2020] [Accepted: 04/28/2020] [Indexed: 11/30/2022]
Abstract
BACKGROUND Several serum markers have been associated with treatment response and clinical outcome in non-small cell lung cancer (NSCLC) patients treated with immune checkpoint inhibitors. MATERIALS AND METHODS We performed univariate and multivariate analyses on 226 patients with advanced or recurrent NSCLC treated with anti-programmed cell death-1 (PD-1) therapy. The cut-off values for body mass index (BMI), albumin (Alb), and serum inflammatory markers were determined by receiver operating characteristic curve analyses. Tumor response was assessed by computed tomography according to the Response Evaluation Criteria in Solid Tumors, version 1.1. RESULTS BMI ≥ 19.1 kg/m2 and derived neutrophil-lymphocyte ratio (dNLR) < 2.79 were independent predictors of overall response, and Alb ≥ 3.5 g/dL and dNLR < 2.79 were independent predictors of disease control. Analyses of survival revealed that Alb < 3.5 g/dL, dNLR ≥ 2.79, lymphocyte-monocyte ratio < 2.12, and red blood cell distribution width ≥ 15.9 % were independent predictors of both progression-free and overall survival. Moreover, these markers tended to have a strong impact on survival, especially among patients with programmed cell death-ligand 1 tumor proportion score ≥ 50 %. CONCLUSIONS dNLR might be the most important factor for predicting the efficacy in NSCLC patients treated with anti-PD-1 therapy.
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Affiliation(s)
- Kazuki Takada
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan.
| | - Shinkichi Takamori
- Department of Thoracic Oncology, National Hospital Organization Kyushu Cancer Center, 3-1-1 Notame, Minami-ku, Fukuoka 811-1395, Japan
| | - Yasuto Yoneshima
- Research Institute for Diseases of the Chest, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Kentaro Tanaka
- Research Institute for Diseases of the Chest, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Isamu Okamoto
- Research Institute for Diseases of the Chest, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Mototsugu Shimokawa
- Department of Biostatistics, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube, Yamaguchi 755-8505, Japan
| | - Taro Oba
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Atsushi Osoegawa
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Tetsuzo Tagawa
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Mitsuhiro Takenoyama
- Department of Thoracic Oncology, National Hospital Organization Kyushu Cancer Center, 3-1-1 Notame, Minami-ku, Fukuoka 811-1395, Japan
| | - Yoshinao Oda
- Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Yoichi Nakanishi
- Research Institute for Diseases of the Chest, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Masaki Mori
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
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Rossi G, Russo A, Tagliamento M, Tuzi A, Nigro O, Vallome G, Sini C, Grassi M, Dal Bello MG, Coco S, Longo L, Zullo L, Tanda ET, Dellepiane C, Pronzato P, Genova C. Precision Medicine for NSCLC in the Era of Immunotherapy: New Biomarkers to Select the Most Suitable Treatment or the Most Suitable Patient. Cancers (Basel) 2020; 12:E1125. [PMID: 32365882 PMCID: PMC7281184 DOI: 10.3390/cancers12051125] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 04/20/2020] [Accepted: 04/27/2020] [Indexed: 12/13/2022] Open
Abstract
In recent years, the evolution of treatments has made it possible to significantly improve the outcomes of patients with non-small cell lung cancer (NSCLC). In particular, while molecular targeted therapies are effective in specific patient sub-groups, immune checkpoint inhibitors (ICIs) have greatly influenced the outcomes of a large proportion of NSCLC patients. While nivolumab activity was initially assessed irrespective of predictive biomarkers, subsequent pivotal studies involving other PD-1/PD-L1 inhibitors in pre-treated advanced NSCLC (atezolizumab within the OAK study and pembrolizumab in the Keynote 010 study) reported the first correlations between clinical outcomes and PD-L1 expression. However, PD-L1 could not be sufficient on its own to select patients who may benefit from immunotherapy. Many studies have tried to discover more precise markers that are derived from tumor tissue or from peripheral blood. This review aims to analyze any characteristics of the immunogram that could be used as a predictive biomarker for response to ICIs. Furthermore, we describe the most important genetic alteration that might predict the activity of immunotherapy.
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Affiliation(s)
- Giovanni Rossi
- Lung Cancer Unit, Medical Oncology 2, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (M.T.); (G.V.); (M.G.); (M.G.D.B.); (S.C.); (L.L.); (L.Z.); (C.D.); (P.P.); (C.G.)
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, 07100 Sassari, Italy
| | | | - Marco Tagliamento
- Lung Cancer Unit, Medical Oncology 2, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (M.T.); (G.V.); (M.G.); (M.G.D.B.); (S.C.); (L.L.); (L.Z.); (C.D.); (P.P.); (C.G.)
| | - Alessandro Tuzi
- UO Oncologia, ASST Sette Laghi, 21100 Varese, Italy; (A.T.); (O.N.)
| | - Olga Nigro
- UO Oncologia, ASST Sette Laghi, 21100 Varese, Italy; (A.T.); (O.N.)
| | - Giacomo Vallome
- Lung Cancer Unit, Medical Oncology 2, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (M.T.); (G.V.); (M.G.); (M.G.D.B.); (S.C.); (L.L.); (L.Z.); (C.D.); (P.P.); (C.G.)
| | - Claudio Sini
- Oncologia Medica e CPDO, ASSL di Olbia-ATS Sardegna, 07026 Olbia, Italy;
| | - Massimiliano Grassi
- Lung Cancer Unit, Medical Oncology 2, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (M.T.); (G.V.); (M.G.); (M.G.D.B.); (S.C.); (L.L.); (L.Z.); (C.D.); (P.P.); (C.G.)
| | - Maria Giovanna Dal Bello
- Lung Cancer Unit, Medical Oncology 2, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (M.T.); (G.V.); (M.G.); (M.G.D.B.); (S.C.); (L.L.); (L.Z.); (C.D.); (P.P.); (C.G.)
| | - Simona Coco
- Lung Cancer Unit, Medical Oncology 2, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (M.T.); (G.V.); (M.G.); (M.G.D.B.); (S.C.); (L.L.); (L.Z.); (C.D.); (P.P.); (C.G.)
| | - Luca Longo
- Lung Cancer Unit, Medical Oncology 2, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (M.T.); (G.V.); (M.G.); (M.G.D.B.); (S.C.); (L.L.); (L.Z.); (C.D.); (P.P.); (C.G.)
| | - Lodovica Zullo
- Lung Cancer Unit, Medical Oncology 2, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (M.T.); (G.V.); (M.G.); (M.G.D.B.); (S.C.); (L.L.); (L.Z.); (C.D.); (P.P.); (C.G.)
| | - Enrica Teresa Tanda
- Medical Oncology 2, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy;
| | - Chiara Dellepiane
- Lung Cancer Unit, Medical Oncology 2, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (M.T.); (G.V.); (M.G.); (M.G.D.B.); (S.C.); (L.L.); (L.Z.); (C.D.); (P.P.); (C.G.)
| | - Paolo Pronzato
- Lung Cancer Unit, Medical Oncology 2, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (M.T.); (G.V.); (M.G.); (M.G.D.B.); (S.C.); (L.L.); (L.Z.); (C.D.); (P.P.); (C.G.)
| | - Carlo Genova
- Lung Cancer Unit, Medical Oncology 2, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (M.T.); (G.V.); (M.G.); (M.G.D.B.); (S.C.); (L.L.); (L.Z.); (C.D.); (P.P.); (C.G.)
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Absolute Neutrophil Count and Mean Platelet Volume in the Blood as Biomarkers to Detect Lung Cancer. DISEASE MARKERS 2020; 2020:1371964. [PMID: 32377267 PMCID: PMC7193291 DOI: 10.1155/2020/1371964] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 01/17/2020] [Indexed: 12/29/2022]
Abstract
Objective Inflammation plays an extremely considerable role in the development and progression of malignancies. Absolute neutrophil count (ANC) and mean platelet volume (MPV) in blood are associated with various inflammatory conditions and resulted in independent prognostic factors for lung cancer. However, whether ANC and MPV can be diagnostic markers for lung cancer remains unknown. This retrospective study investigated the roles of ANC and MPV, either alone or combined, in diagnosing lung cancer. Methods This study analyzed data from lung cancer patients and healthy individuals in Wuxi People's Hospital Affiliated with Nanjing Medical University. The Mann–Whitney U-test was performed to compare differences between lung cancer patients and healthy individuals. Spearman's correlation analysis was used to assess correlations. Receiver operating characteristic (ROC) curves were performed to determine diagnostic accuracy. Results 209 patients diagnosed with lung cancer and 236 healthy subjects were enrolled in this study. Levels of ANC and MPV increased in lung cancer patients compared with healthy individuals (P < 0.001). ANC had statistically significant negative weak correlation with albumin concentrations (r = ‐0.154, P = 0.026), and MPV had statistically significant negative weak correlation with total protein concentrations (r = ‐0.153, P = 0.027) in lung cancer patients. ANC and neutrophil-to-lymphocyte ratio had statistically significant positive correlation in both lung cancer patients (r = 0.756, P < 0.001) and healthy subjects (r = 0.639, P < 0.001). MPV and platelet-to-lymphocyte ratio had statistically significant negative weak correlation in both lung cancer patients (r = ‐0.242, P < 0.001) and healthy subjects (r = ‐0.325, P < 0.001). ANC had sensitivity (SEN) and specificity (SPE) of 0.512 and 0.809, respectively, and the area under the curve (AUC) with 95% confidence interval (95% CI) was 0.656 (0.603-0.710). SEN and SPE of MPV were 0.928 and 0.708, respectively, and the AUC (95% CI) was 0.913 (0.889-0.938). When ANC and MPV were combined, SEN and SPE became 0.842 and 0.835, respectively, and the AUC (95% CI) became 0.919 (0.895-0.943). Conclusions Compared with ANC or MPV alone, the combination of ANC and MPV can improve diagnostic ability to distinguish lung cancer patients from healthy subjects.
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80
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van Elsas MJ, van Hall T, van der Burg SH. Future Challenges in Cancer Resistance to Immunotherapy. Cancers (Basel) 2020; 12:E935. [PMID: 32290124 PMCID: PMC7226490 DOI: 10.3390/cancers12040935] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 04/07/2020] [Accepted: 04/08/2020] [Indexed: 12/20/2022] Open
Abstract
Cancer immunotherapies, including checkpoint inhibitors, adoptive T cell transfer and therapeutic cancer vaccines, have shown promising response rates in clinical trials. Unfortunately, there is an increasing number of patients in which initially regressing tumors start to regrow due to an immunotherapy-driven acquired resistance. Studies on the underlying mechanisms reveal that these can be similar to well-known tumor intrinsic and extrinsic primary resistance factors that precluded the majority of patients from responding to immunotherapy in the first place. Here, we discuss primary and secondary immune resistance and point at strategies to identify potential new mechanisms of immune evasion. Ultimately, this may lead to improved immunotherapy strategies with improved clinical outcomes.
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Affiliation(s)
| | | | - Sjoerd H. van der Burg
- Department of Medical Oncology, Oncode Institute, Leiden University Medical Center, 2300RC Leiden, The Netherlands; (M.J.v.E.); (T.v.H.)
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81
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Zhou S, Wang H, Jiang W, Yu Q, Zeng A. Prognostic Value of Pretreatment Albumin-to-Alkaline Phosphatase Ratio in Extensive-Disease Small-Cell Lung Cancer: A Retrospective Cohort Study. Cancer Manag Res 2020; 12:2015-2024. [PMID: 32256109 PMCID: PMC7090195 DOI: 10.2147/cmar.s247967] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Accepted: 03/11/2020] [Indexed: 12/19/2022] Open
Abstract
PURPOSE Evidence regarding the relationship between albumin-to-alkaline phosphatase ratio (AAPR) and overall survival (OS) in extensive-disease small-cell lung cancer (ED-SCLC) patients is limited. This study aimed to investigate whether AAPR was independently related to OS in ED-SCLC patients after adjusting for potential covariates. PATIENTS AND METHODS This was a retrospective cohort study of 224 patients with ED-SCLC. The target independent and dependent variables were pretreatment AAPR and OS, respectively. Covariates included age; sex; Eastern Cooperative Oncology performance status score; smoking history; existence of metastasis to organs such as the bone, lung, liver, brain, malignant plural effusion and others; sum of organ metastasis (≤3, >3), evaluation of first-line treatment; and sum of treatment lines (<2, ≥2). Student's t test or chi-squared test was used to analyze the associations between AAPR and clinical characteristics. Kaplan-Meier survival analysis and Cox's proportional hazards regression model were used to assess the prognostic value of AAPR for OS. RESULTS The average patient age was 60.51±8.73 years, and 87.95% were men. A non-linear relationship between AAPR and OS was detected, with an inflection point of 0.35. The hazard ratios (HRs) of the left (AAPR <0.35) and right sides (AAPR ≥0.35) of inflection point were 0.04 (95% CI=0.00-0.70, p=0.0268) and 0.52 (95% CI=0.16-1.64, p=0.2659), respectively. Kaplan-Meier analysis showed a median OS of 9.73 months (95% CI=8.6-12.33) for AAPR <0.35 and 13.7 months (95% CI=11.43-16.37) for AAPR ≥0.35 (log-rank p<0.0001). The Cox proportional hazards model showed that AAPR <0.35 increased the risk of death after adjusting for potential confounders (HR=1.65, 95% CI=1.11-2.46). In subgroup analysis, the trends of HRs were increased across all subgroups with AAPR <0.35 after stratification. CONCLUSION Pretreatment AAPR might be served as an independent prognostic indicator in ED-SCLC patients. Our findings should be further validated in large-scale and prospective clinical trials.
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Affiliation(s)
- Shaozhang Zhou
- Department of Respiratory Oncology, Guangxi Medical University Affiliated Tumor Hospital, Nanning City530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Huiling Wang
- Department of Respiratory Oncology, Guangxi Medical University Affiliated Tumor Hospital, Nanning City530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Wei Jiang
- Department of Respiratory Oncology, Guangxi Medical University Affiliated Tumor Hospital, Nanning City530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Qitao Yu
- Department of Respiratory Oncology, Guangxi Medical University Affiliated Tumor Hospital, Nanning City530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Aiping Zeng
- Department of Respiratory Oncology, Guangxi Medical University Affiliated Tumor Hospital, Nanning City530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
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Prelaj A, Rebuzzi SE, Pizzutilo P, Bilancia M, Montrone M, Pesola F, Longo V, Del Bene G, Lapadula V, Cassano F, Petrillo P, Bafunno D, Varesano N, Lamorgese V, Mastrandrea A, Ricci D, Catino A, Galetta D. EPSILoN: A Prognostic Score Using Clinical and Blood Biomarkers in Advanced Non-Small-cell Lung Cancer Treated With Immunotherapy. Clin Lung Cancer 2020; 21:365-377.e5. [PMID: 32245624 DOI: 10.1016/j.cllc.2019.11.017] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 07/14/2019] [Accepted: 11/24/2019] [Indexed: 01/07/2023]
Abstract
BACKGROUND Second-line immunotherapy (IO) has shown an overall survival benefit. However, only 18% to 20% of patients with advanced non-small-cell lung cancer (aNSCLC) will respond, with a median progression-free survival (PFS) of 2 to 4 months. Thus, biomarkers to select those patients most likely to benefit from IO are greatly needed. PATIENTS AND METHODS We conducted a retrospective analysis of 154 patients with aNSCLC who had received anti-programmed cell death 1 therapy as second line or further treatment. We assessed the absolute neutrophil, lymphocyte, monocyte, and eosinophil counts at baseline (T0) and the second (T1) and third (T2) cycles. The neutrophil/lymphocyte ratio (NLR), derived-NLR (dNLR), lymphocyte/monocyte ratio (LMR), and their percentage of change at T1 and T2 compared with T0 were evaluated. The clinical characteristics and lactate dehydrogenase (LDH) level were also considered. Univariate and multivariate analyses were performed. Significant biomarkers for PFS on multivariate analysis were combined in a prognostic score. RESULTS For overall survival, the negative prognostic biomarkers were Eastern Cooperative Oncology Group (ECOG) performance status (PS) 2, NLR at T0, and dNLR at T1; the LMR at T0, T1, and T2 was identified as a positive prognostic biomarker. For PFS, the negative prognostic biomarkers were ECOG PS 2, liver metastases, NLR at T0, dNLR at T1 and T2, and ≥ 30% increase of NLR from T0 to T1; the positive prognostic biomarkers were heavy smoking, LDH, and LMR at T2. The ≥ 30% increase of LMR from T0 to T1 and T0 to T2 correlated with the overall response rate. A prognostic score (EPSILoN score; smoking, ECOG PS, liver metastases, LDH, NLR) identified 3 prognostic groups (median PFS, 10.2, 4.9, and 1.7 months, respectively; P < .001). CONCLUSIONS The EPSILoN score combines 5 baseline clinical and blood biomarkers and can help to identify patients with aNSCLC who will most likely benefit from second-line IO. Further studies are warranted.
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Affiliation(s)
- Arsela Prelaj
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy; Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy.
| | | | - Pamela Pizzutilo
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Massimo Bilancia
- Ionic Department in Legal and Economic System of Mediterranean: Society, Environment, and Culture, University of Bari Aldo Moro, Taranto, Italy
| | - Michele Montrone
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Francesco Pesola
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Vito Longo
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Gabriella Del Bene
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Vittoria Lapadula
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Flavio Cassano
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Patrizia Petrillo
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Daniela Bafunno
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Niccolò Varesano
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Vito Lamorgese
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Angelica Mastrandrea
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Donatella Ricci
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Annamaria Catino
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
| | - Domenico Galetta
- Medical Thoracic Oncology Unit, Clinical Cancer Center "Giovanni Paolo II", Bari, Italy
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Ren D, Hua Y, Yu B, Ye X, He Z, Li C, Wang J, Mo Y, Wei X, Chen Y, Zhou Y, Liao Q, Wang H, Xiang B, Zhou M, Li X, Li G, Li Y, Zeng Z, Xiong W. Predictive biomarkers and mechanisms underlying resistance to PD1/PD-L1 blockade cancer immunotherapy. Mol Cancer 2020; 19:19. [PMID: 32000802 PMCID: PMC6993488 DOI: 10.1186/s12943-020-1144-6] [Citation(s) in RCA: 191] [Impact Index Per Article: 38.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Accepted: 01/20/2020] [Indexed: 02/08/2023] Open
Abstract
Immune checkpoint blockade targeting PD-1/PD-L1 has promising therapeutic efficacy in a variety of tumors, but resistance during treatment is a major issue. In this review, we describe the utility of PD-L1 expression levels, mutation burden, immune cell infiltration, and immune cell function for predicting the efficacy of PD-1/PD-L1 blockade therapy. Furthermore, we explore the mechanisms underlying immunotherapy resistance caused by PD-L1 expression on tumor cells, T cell dysfunction, and T cell exhaustion. Based on these mechanisms, we propose combination therapeutic strategies. We emphasize the importance of patient-specific treatment plans to reduce the economic burden and prolong the life of patients. The predictive indicators, resistance mechanisms, and combination therapies described in this review provide a basis for improved precision medicine.
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Affiliation(s)
- Daixi Ren
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital, Xiangya School of Medicine, Central South University, Changsha, Hunan, China.,Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China.,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yuze Hua
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital, Xiangya School of Medicine, Central South University, Changsha, Hunan, China.,Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China.,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Boyao Yu
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital, Xiangya School of Medicine, Central South University, Changsha, Hunan, China.,Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China.,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xin Ye
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China
| | - Ziheng He
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China
| | - Chunwei Li
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China
| | - Jie Wang
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China
| | - Yongzhen Mo
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China
| | - Xiaoxu Wei
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China
| | - Yunhua Chen
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China
| | - Yujuan Zhou
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital, Xiangya School of Medicine, Central South University, Changsha, Hunan, China
| | - Qianjin Liao
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital, Xiangya School of Medicine, Central South University, Changsha, Hunan, China
| | - Hui Wang
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital, Xiangya School of Medicine, Central South University, Changsha, Hunan, China
| | - Bo Xiang
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital, Xiangya School of Medicine, Central South University, Changsha, Hunan, China.,Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China.,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Ming Zhou
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital, Xiangya School of Medicine, Central South University, Changsha, Hunan, China.,Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China.,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xiaoling Li
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital, Xiangya School of Medicine, Central South University, Changsha, Hunan, China.,Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China.,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Guiyuan Li
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital, Xiangya School of Medicine, Central South University, Changsha, Hunan, China.,Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China.,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yong Li
- Department of Medicine, Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Zhaoyang Zeng
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital, Xiangya School of Medicine, Central South University, Changsha, Hunan, China.,Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China.,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Wei Xiong
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital, Xiangya School of Medicine, Central South University, Changsha, Hunan, China. .,Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute and School of Basic Medical Science, Central South University, Changsha, Hunan, China. .,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China.
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Prelaj A, Ferrara R, Rebuzzi SE, Proto C, Signorelli D, Galli G, De Toma A, Randon G, Pagani F, Viscardi G, Brambilla M, Trevisan B, Ganzinelli M, Martinetti A, Gallucci R, Di Mauro RM, Molino G, Zilembo N, Torri V, de Braud FM, Garassino MC, Lo Russo G. EPSILoN: A Prognostic Score for Immunotherapy in Advanced Non-Small-Cell Lung Cancer: A Validation Cohort. Cancers (Basel) 2019; 11:E1954. [PMID: 31817541 PMCID: PMC6966664 DOI: 10.3390/cancers11121954] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 12/01/2019] [Accepted: 12/02/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Beyond programmed death ligand 1 (PD-L1), no other biomarkers for immunotherapy are used in daily practice. We previously created EPSILoN (Eastern Cooperative Oncology Group performance status (ECOG PS), smoking, liver metastases, lactate dehydrogenase (LDH), neutrophil-to-lymphocyte ratio (NLR)) score, a clinical/biochemical prognostic score, in 154 patients treated with second/further-line immunotherapy. This study's aim was to validate EPSILoN score in a different population group. METHODS 193 patients were included at National Cancer Institute of Milan (second-line immunotherapy, 61%; further-line immunotherapy, 39%). Clinical/laboratory parameters such as neutrophil-to-lymphocyte ratio and lactate dehydrogenase levels were collected. Kaplan-Meier and Cox hazard methods were used for survival analysis. RESULTS Overall median progression-free survival and median overall survival were 2.3 and 7.6 months, respectively. Multivariate analyses for Progression-Free Survival (PFS) identified heavy smokers (hazard ratio (HR) 0.71, p = 0.036) and baseline LDH < 400 mg/dL (HR 0.66, p = 0.026) as independent positive factors and liver metastases (HR 1.48, p = 0.04) and NLR ≥ 4 (HR 1.49, p = 0.029) as negative prognostic factors. These five factors were included in the EPSILoN score which was able to stratify patients in three different prognostic groups, high, intermediate and low, with PFS of 6.0, 3.8 and 1.9 months, respectively (HR 1.94, p < 0.001); high, intermediate and low prognostic groups had overall survival (OS) of 24.5, 8.9 and 3.4 months, respectively (HR 2.40, p < 0.001). CONCLUSIONS EPSILoN, combining five baseline clinical/blood parameters (ECOG PS, smoking, liver metastases, LDH, NLR), may help to identify advanced non-small-cell lung cancer (aNSCLC) patients who most likely benefit from immune checkpoint inhibitors (ICIs).
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Affiliation(s)
- Arsela Prelaj
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Roberto Ferrara
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Sara Elena Rebuzzi
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16132 Genova, Italy;
| | - Claudia Proto
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Diego Signorelli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Giulia Galli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Alessandro De Toma
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Giovanni Randon
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Filippo Pagani
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Giuseppe Viscardi
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Marta Brambilla
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Benedetta Trevisan
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Monica Ganzinelli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Antonia Martinetti
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Rosaria Gallucci
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Rosa Maria Di Mauro
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Giuliano Molino
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Nicoletta Zilembo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Valter Torri
- Pharmacological Research Institute IRCSS Mario Negri, Via La Masa 19, 20156 Milan, Italy;
| | - Filippo Maria de Braud
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Marina Chiara Garassino
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Giuseppe Lo Russo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
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Baseline metabolic tumor burden on FDG PET/CT scans predicts outcome in advanced NSCLC patients treated with immune checkpoint inhibitors. Eur J Nucl Med Mol Imaging 2019; 47:1147-1157. [DOI: 10.1007/s00259-019-04615-x] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 11/11/2019] [Indexed: 12/26/2022]
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The impact of body mass index on the efficacy of anti-PD-1/PD-L1 antibodies in patients with non-small cell lung cancer. Lung Cancer 2019; 139:140-145. [PMID: 31786476 DOI: 10.1016/j.lungcan.2019.11.011] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 10/29/2019] [Accepted: 11/16/2019] [Indexed: 01/18/2023]
Abstract
OBJECTIVES Body mass index (BMI) is reported to be associated with the efficacy of immune checkpoint inhibitors (ICIs) in solid tumors such as melanomas. However, it remains unclear whether such a relationship exists in non-small cell lung cancer (NSCLC) treated with programmed cell death protein 1 (PD-1)/ programmed death-ligand 1(PD-L1) inhibitors. The purpose of this study was to investigate the relationship between BMI and the efficacy of ICI treatment in patients with advanced NSCLC. MATERIALS AND METHODS The medical records of NSCLC patients who received PD-1/PD-L1 antibody monotherapy at nine institutions between December 2015 and May 2018 were reviewed retrospectively. The effect of BMI was investigated in two cohorts. Cohort 1 included patients with NSCLCs with high PD-L1 expression (≥ 50 %) treated with pembrolizumab as first-line therapy, and cohort 2 included patients with NSCLCs treated with nivolumab/pembrolizumab/atezolizumab as second- or later-line treatment. RESULTS A total of 513 from nine institutions were analyzed (84 in cohort 1, 429 in cohort 2). Using a BMI cut-off value of 22 kg/m2, which is an ideal BMI in our country (high BMI:22.0 and low BMI:22.0), there was no significant difference in the PFS or OS between the high and low BMI patients in cohort 1. However, in cohort 2, survival was significantly longer in patients with a high versus low BMI (PFS: 3.7 vs. 2.8 months, p = 0.036; OS: 15.4 vs. 13.5 months, p = 0.021). CONCLUSION BMI was significantly associated with the efficacy of ICIs in patients with NSCLC treated with second- or later-line PD-1/PD-L1 inhibitors in our cohort.
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87
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Xu H, He A, Liu A, Tong W, Cao D. Evaluation of the prognostic role of platelet-lymphocyte ratio in cancer patients treated with immune checkpoint inhibitors: A systematic review and meta-analysis. Int Immunopharmacol 2019; 77:105957. [PMID: 31677498 DOI: 10.1016/j.intimp.2019.105957] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 09/25/2019] [Accepted: 09/30/2019] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Whether platelet-lymphocyte ratio (PLR) is a prognostic factor for cancer patients treated with immunotherapy is under debate. In this study, we aimed to evaluate the relationship between PLR and survival of cancer patients treated with immune checkpoint inhibitors (ICIs). METHODS A systematical search was performed in databases including PubMed, Embase, and the Cochrane library to retrieve potential eligible clinical studies assessing the prognosis of cancer patients with high versus low PLR after immunotherapy, from the establishment of the database to June 2019. Quality evaluation of included studies was performed, and meta-analyses with regards to overall survival (OS) and progression-free survival (PFS) were conducted using RevMan 5.3 and STATA 11. RESULTS A total of 12 eligible studies with 1340 cancer patients were included. Combined results showed that elevated PLR was a negative factor affecting the efficacy of ICIs in cancer patients. Patients with high PLR had a significantly shorter OS compared to those with low PLR (hazard ratio (HR) = 2.02, 95% confidence interval (CI): 1.46 to 2.80, P < 0.0001), as well as PFS (HR = 1.74, 95%CI: 1.27 to 2.38, P = 0.0006). Similar results were observed in sensitivity analyses. Subgroup analyses revealed that the prognostic role of PLR on OS and PFS was dependent on cancer type, region, and cutoff value. For NSCLC patients, the disease stage, ICIs agent, and line of treatment may not influence the prognostic role of PLR. CONCLUSION PLR could be a routinely potential prognostic factor for ICIs. Low PLR may be associated with better survival for cancer patients when treated with immunotherapy.
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Affiliation(s)
- Huilin Xu
- Department of Oncology, The Fifth Hospital of Wuhan, Wuhan, Hubei 430000, China.
| | - Anbing He
- Department of Oncology, The Fifth Hospital of Wuhan, Wuhan, Hubei 430000, China
| | - Aihua Liu
- Department of Oncology, The Fifth Hospital of Wuhan, Wuhan, Hubei 430000, China
| | - WenXian Tong
- Department of Oncology, The Fifth Hospital of Wuhan, Wuhan, Hubei 430000, China
| | - Dedong Cao
- Department of Oncology, RenMin Hospital of Wuhan University, Wuhan, Hubei 430000, China.
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Li X, Zeng WH, Zhou YQ, Ji YY, Li WZ, Zhang LY, Guo YF, Feng DY, Zhang TT. Neutrophil-To-Lymphocyte Ratio Predicted Long-Term Chemotherapy Benefits In Stage IIIB-IV Non-Squamous Non-Small Cell Lung Cancer Patients Without Sensitive Mutations. Onco Targets Ther 2019; 12:8779-8787. [PMID: 31695433 PMCID: PMC6815757 DOI: 10.2147/ott.s225544] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 09/23/2019] [Indexed: 12/12/2022] Open
Abstract
PURPOSE To investigate the predictive capability of clinical parameters for long-term chemotherapy benefits among stage IIIB-IV non-squamous non-small cell lung cancer (NSCLC) patients without sensitive mutations. PATIENTS AND METHODS We investigated the clinical features of 206 stage IIIB-IV non-squamous NSCLC patients without sensitive mutations and assessed their predictive value for disease control rate (DCR) at 6 and 12 months post-treatment. RESULTS Seventy-two patients received docetaxel and platinum-based chemotherapy while 134 received pemetrexed and platinum-based chemotherapy. The 6-month and 12-month DCR were 33 (45.8%) and 6 (8.3%) in the docetaxel group and 69 (51.5%) and 19 (14.2%) in the pemetrexed group, respectively. Univariate Cox regression revealed that age, sex, smoking history, adrenal gland metastasis, stage IV disease, neutrophil-to-lymphocyte ratio (NLR), and serum albumin were associated with unfavorable progression-free survival (PFS). Age, stage IV disease, and NLR were identified as independent predictors of PFS using multivariate analysis. NLR was the only parameter that could predict 3-month and 6-month DCRs. NLR and age were able to predict 12-month DCR, with NLR presenting a larger area under the curve. Kaplan-Meier curves demonstrated that patients with NLR > 2.231 displayed significantly reduced long-term disease control. The group with higher NLR had more male patients, lower ALB levels, and serum sodium levels as well as higher platelet counts. CONCLUSION NLR was an independent predictor of long-term chemotherapy benefits among non-squamous NSCLC patients without sensitive mutations. Patients with lower NLR were optimal candidates for chemotherapy. Patients with high NLR may receive alternative treatments or be included in clinical trials.
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Affiliation(s)
- Xing Li
- Department of Oncology and Guangdong Key Laboratory of Liver Disease, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou510630, People’s Republic of China
| | - Wei-Hua Zeng
- Department of Oncology, Panyu Central Hospital, Guangzhou511400, People’s Republic of China
| | - Yu-Qi Zhou
- Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-sen University, Guangzhou510630, People’s Republic of China
| | - Yan-Ying Ji
- Department of Pathology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou510630, People’s Republic of China
| | - Wei-Zhan Li
- Department of Oncology, Panyu Central Hospital, Guangzhou511400, People’s Republic of China
| | - Li-Yi Zhang
- Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-sen University, Guangzhou510630, People’s Republic of China
| | - Yue-Fei Guo
- Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou510630, People’s Republic of China
| | - Ding-Yun Feng
- Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-sen University, Guangzhou510630, People’s Republic of China
| | - Tian-Tuo Zhang
- Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-sen University, Guangzhou510630, People’s Republic of China
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Yoon CI, Park S, Cha YJ, Lee HS, Bae SJ, Cha C, Lee DY, Ahn SG, Jeong J. Associations between absolute neutrophil count and lymphocyte-predominant breast cancer. Breast 2019; 50:141-148. [PMID: 31607527 PMCID: PMC7375640 DOI: 10.1016/j.breast.2019.09.013] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Revised: 09/09/2019] [Accepted: 09/30/2019] [Indexed: 12/15/2022] Open
Abstract
INTRODUCTION Tumor-infiltrating lymphocytes (TILs) might be associated with host-cell mediated immunity, which could be partly reflected by peripheral blood cell counts. In addition, lymphocyte-predominant breast cancer (LPBC), which was defined as tumors having high TIL levels, showed a favorable prognosis among triple-negative breast cancer or HER2-positive breast cancer. We aimed to investigate whether peripheral blood cell counts are associated with LPBC. METHODS We evaluated the percentage of stromal TILs in breast cancer patients who underwent primary surgery, using the standardized methodology proposed by the international TIL Working Group. Lymphocyte-predominant breast cancer (LPBC) was defined as tumors having high TIL levels (≥50%). Peripheral blood cell counts including absolute neutrophil counts (ANC), absolute lymphocyte counts (ALC) and neutrophil-to-lymphocyte ratio (NLR) was obtained from pretreatment laboratory data. RESULT Of the 810 patients, 132 (16.3%) had LPBC, and 678 (83.7%) had non-LBPC. In a comparison of 3 markers of peripheral blood counts, LPBC had a significantly lower mean ANC than non-LPBC (3,304 vs. 3,564; P = 0.023), but the other means were not different. In multivariable analysis, each 1K increment in ANC corresponded to an odds ratio of 0.790 (95% CI, 0.642 to 0.971) for LPBC. In the ER-negative and high-Ki67 subgroups identified by interaction tests, significant inverse correlations between continuous ANC and TILs were noted. CONCLUSION Low peripheral ANC could be linked with LPBC, supporting the hypothesis that systemic immune cell counts might be associated with the tumor-immune microenvironment.
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Affiliation(s)
- Chang Ik Yoon
- Department of Surgery, St Mary's Hospital, Catholic University College of Medicine, Seoul, South Korea
| | - Soeun Park
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Yoon Jin Cha
- Department of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Hye Sun Lee
- Biostatistics Collaboration Unit, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Soong June Bae
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Chihwan Cha
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Da Young Lee
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Sung Gwe Ahn
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea.
| | - Joon Jeong
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
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90
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Kazandjian D, Gong Y, Keegan P, Pazdur R, Blumenthal GM. Prognostic Value of the Lung Immune Prognostic Index for Patients Treated for Metastatic Non-Small Cell Lung Cancer. JAMA Oncol 2019; 5:1481-1485. [PMID: 31343662 DOI: 10.1001/jamaoncol.2019.1747] [Citation(s) in RCA: 160] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Importance Previous studies have suggested the importance of the baseline derived neutrophil to lymphocyte ratio (dNLR) and lactate dehydrogenase (LDH) level as prognostic markers. The lung immune prognostic index (LIPI) was shown to be associated with progression-free survival (PFS) and overall survival (OS) among patients with metastatic non-small cell lung cancer (mNSCLC) treated with immune checkpoint inhibitors (ICIs) but not cytotoxic chemotherapy (CCT). Objective To determine whether the LIPI is associated with long-term outcomes in pooled analyses of clinical studies of ICI and targeted therapy (TT) for patients with mNSCLC. Design, Setting, and Participants An exploratory pooled analysis was performed of the LIPI on data from 11 randomized clinical multinational trials evaluating ICIs and TT submitted to the US Food and Drug Administration between January 1, 2013, and December 31, 2017, for 4914 patients with mNSCLC. Lung immune prognostic index scores were calculated based on the dNLR and the LDH level per previous publications to generate good, intermediate, and poor composite scores. Multivariable Cox proportional PFS and OS hazard ratios were generated for the dNLR, the LDH level, age, smoking status, histologic characteristics, and Eastern Cooperative Oncology Group performance score. Main Outcomes and Measures Overall survival and PFS and their association with good, intermediate, or poor prognostic LIPI scores. Results Eleven mNSCLC randomized trials were analyzed, including 3987 patients with available data. In 5 ICI trials comprising 2440 patients, 1368 patients received ICIs and 1072 patients received CCT. In 6 TT trials comprising 1547 patients, 1110 patients received TT and 437 patients received CCT. A good LIPI score was associated with better OS among patients receiving ICIs (hazard ratio, 0.34; 95% CI, 0.28-0.42), TT (hazard ratio, 0.28; 95% CI, 0.21-0.37), and CCT (hazard ratio, 0.49; 95% CI, 0.40-0.60 in ICI trials; hazard ratio, 0.41; 95% CI, 0.27-0.61 in TT trials) than those with poor LIPI scores. Similar findings were observed in terms of PFS (ICIs: hazard ratio, 0.59; 95% CI, 0.48-0.72; TT: hazard ratio, 0.46; 95% CI, 0.37-0.57; and CCT: hazard ratio, 0.56; 95% CI, 0.45-0.68 in ICI trials; hazard ratio, 0.51; 95% CI, 0.38-0.69 in TT trials). Conclusions and Relevance The baseline LDH level and dNLR are important prognostic biomarkers irrespective of treatment modality for patients with mNSCLC. As further prospective clinical trial information is collected, the role of the LIPI score can be better defined.
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Affiliation(s)
- Dickran Kazandjian
- Oncology Center of Excellence, Office of Hematology and Oncology Products, US Food and Drug Administration, Silver Spring, Maryland.,Myeloma Program, Lymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Yutao Gong
- Oncology Center of Excellence, Office of Hematology and Oncology Products, US Food and Drug Administration, Silver Spring, Maryland
| | - Patricia Keegan
- Oncology Center of Excellence, Office of Hematology and Oncology Products, US Food and Drug Administration, Silver Spring, Maryland
| | - Richard Pazdur
- Oncology Center of Excellence, Office of Hematology and Oncology Products, US Food and Drug Administration, Silver Spring, Maryland
| | - Gideon M Blumenthal
- Oncology Center of Excellence, Office of Hematology and Oncology Products, US Food and Drug Administration, Silver Spring, Maryland
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91
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Wang L, Zhao D, Qin K, Rehman FUL, Zhang X. Effect and biomarker of Nivolumab for non–small-cell lung cancer. Biomed Pharmacother 2019; 117:109199. [DOI: 10.1016/j.biopha.2019.109199] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 07/01/2019] [Accepted: 07/02/2019] [Indexed: 01/22/2023] Open
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92
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Tavakkoli M, Wilkins CR, Mones JV, Mauro MJ. A Novel Paradigm Between Leukocytosis, G-CSF Secretion, Neutrophil-to-Lymphocyte Ratio, Myeloid-Derived Suppressor Cells, and Prognosis in Non-small Cell Lung Cancer. Front Oncol 2019; 9:295. [PMID: 31080780 PMCID: PMC6497733 DOI: 10.3389/fonc.2019.00295] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 03/29/2019] [Indexed: 12/23/2022] Open
Abstract
Leukocytosis is a common feature of malignancies. While controversial, there appears to be an association between the degree of tumor-related leukocytosis and prognosis. In this paper, we provide evidence supporting an untapped clinical paradigm linking G-CSF secretion to the induction of leukocytosis and expansion of myeloid-derived suppressor cells, providing an explanation for the association between leukocytosis, elevated neutrophil-to-lymphocyte ratios and prognosis in non-small cell lung cancer. Clinically validating this mechanism may identify MDSCs and G-CSF as dynamic markers of early disease progression and therapeutic response, and shed light onto novel therapeutic avenues for the treatment of patients with non-small cell lung cancer.
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Affiliation(s)
- Montreh Tavakkoli
- Department of Internal Medicine, New York-Presbyterian Hospital/Weill Cornell Medical Center, New York, NY, United States
| | - Cy R Wilkins
- Department of Hematology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Jodi V Mones
- Department of Hematology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Michael J Mauro
- Department of Hematology Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
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93
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Passiglia F, Galvano A, Castiglia M, Incorvaia L, Calò V, Listì A, Mazzarisi S, Perez A, Gallina G, Rizzo S, Soto Parra H, Bazan V, Russo A. Monitoring blood biomarkers to predict nivolumab effectiveness in NSCLC patients. Ther Adv Med Oncol 2019; 11:1758835919839928. [PMID: 31019571 PMCID: PMC6469277 DOI: 10.1177/1758835919839928] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Accepted: 01/28/2019] [Indexed: 12/13/2022] Open
Abstract
Background We investigated whether early dynamic changes of circulating free (cfDNA) levels as well as the neutrophil to lymphocyte ratio (NLR) could predict nivolumab effectiveness in pretreated patients with advanced non-small cell lung cancer (NSCLC). Methods A total of 45 patients receiving nivolumab 3 mg/kg every 2 weeks were enrolled. Patients underwent a computed tomography scan and responses were evaluated by the response evaluation criteria in solid tumors. Peripheral blood samples were obtained from the patients and the cfDNA level as well as the NLR were assessed. Time to progression (TTP) and overall survival (OS) were determined. Results Patients with increased cfDNA >20% at the sixth week reported significantly worse survival outcomes (median OS: 5.7 versus 14.2 months, p < 0.001; median TTP: 3.3 versus 10.2 months, p < 0.001), as well as patients with increased NLR >20% (median OS: 8.7 versus 14.6 months, p = 0.035; median TTP: 5.2 versus 10.3 months, p = 0.039). The combined increase of cfDNA and NLR >20% was associated with significantly worse survival outcomes as compared with the remained population (median OS: 5.8 versus 15.5 months, p = 0.012; median TTP: 3.2 versus 11.9 months, p = 0.028). Multivariable analysis identified three significant factors associated with worse OS: combined cfDNA/NLR increase >20% [hazard ratio (HR): 5.16; 95% confidence interval (CI), 1.09-24.29; p = 0.038], liver metastasis (HR: 0.44; 95% CI, 0.20-0.96; p = 0.038), and extra-thoracic disease (HR: 0.33; 95% CI, 0.12-0.89; p = 0.029). Conclusion An early combined increase of both cfDNA and NLR over the course of the first 6 weeks of nivolumab therapy predicted worse survival in pretreated patients with advanced NSCLC, suggesting a potential role in the real-time monitoring of immunotherapy resistance.
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Affiliation(s)
- Francesco Passiglia
- Department of Surgical, Oncological and Stomatological Disciplines, University of Palermo, Palermo, Italy
| | - Antonio Galvano
- Department of Surgical, Oncological and Stomatological Disciplines, University of Palermo, Palermo, Italy
| | - Marta Castiglia
- Department of Surgical, Oncological and Stomatological Disciplines, University of Palermo, Palermo, Italy
| | - Lorena Incorvaia
- Department of Surgical, Oncological and Stomatological Disciplines, University of Palermo, Palermo, Italy
| | - Valentina Calò
- Department of Surgical, Oncological and Stomatological Disciplines, University of Palermo, Palermo, Italy
| | - Angela Listì
- Department of Surgical, Oncological and Stomatological Disciplines, University of Palermo, Palermo, Italy
| | | | - Alessandro Perez
- Department of Surgical, Oncological and Stomatological Disciplines, University of Palermo, Palermo, Italy
| | - Giuseppe Gallina
- Department of Surgical, Oncological and Stomatological Disciplines, University of Palermo, Palermo, Italy
| | - Sergio Rizzo
- Department of Surgical, Oncological and Stomatological Disciplines, University of Palermo, Palermo, Italy
| | - Hector Soto Parra
- Medical Oncology Unit, AOU Policlinico Vittorio Emanuele, Catania, Italy
| | - Viviana Bazan
- Department of Surgical, Oncological and Stomatological Disciplines, University of Palermo, Palermo, Italy
| | - Antonio Russo
- Department of Oncology, A.O.U.P. 'P. Giaccone' University Hospital, 2013 ESMO Designated Centres of Integrated Oncology and Palliative Care, Via del Vespro 129, 90127 Palermo, Italy
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94
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Nadal E, Massuti B, Dómine M, García-Campelo R, Cobo M, Felip E. Immunotherapy with checkpoint inhibitors in non-small cell lung cancer: insights from long-term survivors. Cancer Immunol Immunother 2019; 68:341-352. [PMID: 30725206 PMCID: PMC11028247 DOI: 10.1007/s00262-019-02310-2] [Citation(s) in RCA: 84] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Accepted: 01/25/2019] [Indexed: 12/22/2022]
Abstract
Immune checkpoint inhibitors (ICIs) targeting the programmed cell death-1 (PD-1)-programmed cell death ligand-1 (PD-L1) axis have shown promising results in non-small cell lung cancer (NSCLC) patients, some of them with persistent responses to these agents that form a population of long-term survivors. Despite the variable definition of PD-L1 positivity in tumors, an association between expression and response has been reasonably consistent in advanced NSCLC. In addition, the clinical efficacy of ICIs seems to be related to the genomic landscape of the tumor in terms of mutational burden and clonal neoantigens. Furthermore, increasing evidence shows that excessive activation of the immune response elicited by ICIs, leading to immune-related toxicities, might be associated with an improved response to immunotherapy. There are still many unanswered questions about the proper use of these agents to maximize their efficacy, which may be improved through combination with radiation, chemotherapy, targeted therapies, or other immune mediators, including dual checkpoint blockade. To search for clues for addressing these challenges, this review focused on the characteristics and clinical features of long-term NSCLC survivors and the potential biomarkers of response to ICIs.
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Affiliation(s)
- Ernest Nadal
- Department of Medical Oncology, Catalan Institute of Oncology (ICO), Avda Gran via, 199-203. L'Hospitalet, 08908, Barcelona, Spain.
- Clinical Research in Solid Tumors (CReST) Group, OncoBell Program, IDIBELL, L'Hospitalet, Barcelona, Spain.
| | - Bartomeu Massuti
- Department of Medical Oncology, Hospital Universitario de Alicante, ISABIAL, Alicante, Spain
| | - Manuel Dómine
- Department of Medical Oncology, Hospital Universitario Fundación Jiménez Díaz, Oncohealth Institute, Universidad Autónoma de Madrid, Madrid, Spain
| | | | - Manuel Cobo
- Medical Oncology Department, Hospital Universitario Málaga Regional y Virgen de la Victoria, IBIMA, Málaga, Spain
| | - Enriqueta Felip
- Lung Cancer Unit, Hospital Universitari Vall d'Hebron and Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
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95
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Fucà G, Galli G, Poggi M, Lo Russo G, Proto C, Imbimbo M, Ferrara R, Zilembo N, Ganzinelli M, Sica A, Torri V, Colombo MP, Vernieri C, Balsari A, de Braud F, Garassino MC, Signorelli D. Modulation of peripheral blood immune cells by early use of steroids and its association with clinical outcomes in patients with metastatic non-small cell lung cancer treated with immune checkpoint inhibitors. ESMO Open 2019; 4:e000457. [PMID: 30964126 PMCID: PMC6435242 DOI: 10.1136/esmoopen-2018-000457] [Citation(s) in RCA: 159] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 11/09/2018] [Accepted: 12/26/2018] [Indexed: 12/26/2022] Open
Abstract
Background Steroids are frequently used in patients with metastatic non-small cell lung cancer (mNSCLC), but they could be detrimental for patients treated with immune checkpoint inhibitors (ICIs). Here, we assessed the association between early use of steroids, clinical outcomes and peripheral immune blood cells modulation in patients with mNSCLC treated with ICIs. Methods We reviewed patients with mNSCLC treated at our institution between April 2013 and December 2017. Early use of steroids was defined as the use of a daily prednisone-equivalent dose ≥10 mg for at least 1 day within 28 days after ICI initiation. Peripheral immune blood cell counts were retrieved at baseline and at 4 and 6 weeks after ICI initiation. Results Out of 151 patients included, 35 (23%) made early use of steroids that was associated with poor disease control (OR 0.32, p=0.006), progression-free survival (HR 1.80, p=0.003) and overall survival (HR 2.60, p<0.001). Early use of steroids significantly correlated with higher median absolute neutrophil count, neutrophil to lymphocyte ratio (NLR) and derived NLR, and lower median absolute and relative eosinophil count, both at 4 and 6 weeks after ICI initiation. Conclusions In patients with mNSCLC treated with ICIs, early use of steroids was associated with worse clinical outcomes and remarkable modulation of peripheral blood immune cells, which could contribute to restraining the activation of antitumour immunity. If confirmed in prospective studies, these findings would highlight the importance of carefully evaluating and, whenever possible, avoiding steroids during early phases of ICI treatment.
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Affiliation(s)
- Giovanni Fucà
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Giulia Galli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Marta Poggi
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Giuseppe Lo Russo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Claudia Proto
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Martina Imbimbo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Roberto Ferrara
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Nicoletta Zilembo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Monica Ganzinelli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Antonio Sica
- Department of Pharmaceutical Sciences, Università degli Studi del Piemonte Orientale 'Amedeo Avogadro', Novara, Italy.,Department of Oncology and Hematology, Humanitas Clinical and Research Center, Rozzano, Italy
| | - Valter Torri
- Laboratory of Methodology for Biomedical Research, IRCCS Mario Negri Institute for Pharmacological Research, Milan, Italy
| | - Mario Paolo Colombo
- Department of Experimental Oncology and Molecular Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Claudio Vernieri
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy.,Fondazione Istituto FIRC di Oncologia Molecolare (IFOM), Milan, Italy
| | - Andrea Balsari
- Dipartimento di Scienze Biomediche per la Salute, University of Milan, Milan, Italy
| | - Filippo de Braud
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Marina Chiara Garassino
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Diego Signorelli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
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96
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Jiang T, Bai Y, Zhou F, Li W, Gao G, Su C, Ren S, Chen X, Zhou C. Clinical value of neutrophil-to-lymphocyte ratio in patients with non-small-cell lung cancer treated with PD-1/PD-L1 inhibitors. Lung Cancer 2019; 130:76-83. [PMID: 30885355 DOI: 10.1016/j.lungcan.2019.02.009] [Citation(s) in RCA: 73] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 02/03/2019] [Accepted: 02/08/2019] [Indexed: 12/20/2022]
Abstract
INTRODUCTION There is unmet need to explore the predictive biomarkers of PD-1/PD-L1 inhibitors in patients with non-small-cell lung cancer (NSCLC). Here, we aimed to investigate the predictive and prognostic value of blood neutrophil-to-lymphocyte ratio (NLR) in NSCLC patients treated with PD-1/PD-L1 inhibitors. METHODS We performed a comprehensive online search to explore the association between blood NLR and overall survival (OS) or progression-free survival (PFS) in NSCLC patients received PD-1/PD-L1 inhibitors. Published data including hazard ratios (HRs) and 95% confidence interval (CI) were eligible. Pooled estimates of treatment outcomes were calculated using Stata/MP 14.1. RESULTS 1700 patients from sixteen studies were included. The pooled results suggested that high blood NLR was correlated with significantly shorter OS (HR = 2.07, P < 0.001) and PFS (HR = 1.59, P < 0.001). The predictive and prognostic significance of blood NLR were observed consistently across most subgroups including publication year, study design, research region, PD-L1 expression detection, sample size, NLR cutoff, median follow-up time and study quality score. Additionally, there was a significant correlation between elevated NLR cutoff values and OS benefit (r = 0.585, P = 0.036) but not for PFS benefit (r = 0.198, P = 0.496). Notably, HRs of PFS showed significant correlation with HRs of OS (r = 0.686, P = 0.041). CONCLUSION Elevated blood NLR was associated with shorter PFS and OS in NSCLC patients treated with PD-1/PD-L1 inhibitors, suggesting its potential predictive and prognostic value in this clinical scenario.
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Affiliation(s)
- Tao Jiang
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China
| | - Yuchen Bai
- Department of Urology, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, 310014, PR China; Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, PR China
| | - Fei Zhou
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China
| | - Wei Li
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China
| | - Guanghui Gao
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China
| | - Chunxia Su
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China
| | - Shengxiang Ren
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China
| | - Xiaoxia Chen
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China.
| | - Caicun Zhou
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China.
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97
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Soda H, Ogawara D, Fukuda Y, Tomono H, Okuno D, Koga S, Taniguchi H, Yoshida M, Harada T, Umemura A, Yamaguchi H, Mukae H. Dynamics of blood neutrophil-related indices during nivolumab treatment may be associated with response to salvage chemotherapy for non-small cell lung cancer: A hypothesis-generating study. Thorac Cancer 2019; 10:341-346. [PMID: 30582295 PMCID: PMC6360233 DOI: 10.1111/1759-7714.12952] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 11/27/2018] [Accepted: 11/28/2018] [Indexed: 12/20/2022] Open
Abstract
Several recent studies have shown that salvage chemotherapy following PD-1 blockade produces high antitumor activity in some patients with non-small lung cancer (NSCLC). However, the underlying synergistic mechanisms remain uncertain. The blood neutrophil-to-lymphocyte ratio (NLR) and absolute neutrophil count (ANC) can reflect the number of circulating myeloid-derived suppressor cells and tumor-associated neutrophils. The immunosuppressive status of the tumor microenvironment could be monitored by the time-series patterns of NLR and ANC. The dynamics of NLR and ANC during nivolumab treatment were retrospectively explored in 15 patients: 8 patients receiving subsequent salvage chemotherapy (2 groups: 3 non-responders and 5 responders), and 7 responders to nivolumab alone (2 groups: 4 partial response and 3 complete response). The dynamics of NLR and ANC during nivolumab differed among these four groups (NLR P = 0.045, ANC P = 0.067). NLR and ANC during nivolumab treatment increased over time in non-responders to salvage chemotherapy, with an inverse relationship between drug response and NLR or ANC at four to six weeks among the four groups. We hypothesize that the early dynamics of NLR and ANC during nivolumab may be associated with the late efficacy of subsequent salvage chemotherapy. Further studies involving a large cohort are needed to confirm these findings, which could provide insight into the role of myeloid immunosuppressor cells in combination PD-1 blockade and chemotherapy.
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Affiliation(s)
- Hiroshi Soda
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Daiki Ogawara
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Yuichi Fukuda
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Hiromi Tomono
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Daisuke Okuno
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Seiko Koga
- Department of PharmacySasebo City General HospitalNagasakiJapan
| | - Hirokazu Taniguchi
- Department of Respiratory MedicineNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Masataka Yoshida
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Tatsuhiko Harada
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Asuka Umemura
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Hiroyuki Yamaguchi
- Department of Respiratory MedicineNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Hiroshi Mukae
- Department of Respiratory MedicineNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
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98
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Murthy P, Ekeke CN, Russell KL, Butler SC, Wang Y, Luketich JD, Soloff AC, Dhupar R, Lotze MT. Making cold malignant pleural effusions hot: driving novel immunotherapies. Oncoimmunology 2019; 8:e1554969. [PMID: 30906651 PMCID: PMC6422374 DOI: 10.1080/2162402x.2018.1554969] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 11/20/2018] [Accepted: 11/27/2018] [Indexed: 12/26/2022] Open
Abstract
Malignant pleural effusions, arising from either primary mesotheliomas or secondary malignancies, heralds advanced disease and poor prognosis. Current treatments, including therapeutic thoracentesis and tube thoracostomy, are largely palliative. The immunosuppressive environment within the pleural cavity includes myeloid derived suppressor cells, T-regulatory cells, and dysfunctional T cells. The advent of effective immunotherapy with checkpoint inhibitors and adoptive cell therapies for lung cancer and other malignancies suggests a renewed examination of local and systemic therapies for this malady. Prior strategies reporting remarkable success, including instillation of the cytokine interleukin-2, perhaps coupled with checkpoint inhibitors, should be further evaluated in the modern era.
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Affiliation(s)
- Pranav Murthy
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Chigozirim N. Ekeke
- Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Kira L. Russell
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Samuel C. Butler
- Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Yue Wang
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - James D. Luketich
- Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Adam C. Soloff
- Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Rajeev Dhupar
- Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Surgery, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA, USA
| | - Michael T. Lotze
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
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99
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Bernhardt D, Aufderstrasse S, König L, Adeberg S, Bozorgmehr F, Christopoulos P, Shafie RAE, Hörner-Rieber J, Kappes J, Thomas M, Herth F, Steins M, Debus J, Rieken S. Impact of inflammatory markers on survival in patients with limited disease small-cell lung cancer undergoing chemoradiotherapy. Cancer Manag Res 2018; 10:6563-6569. [PMID: 30555261 PMCID: PMC6280890 DOI: 10.2147/cmar.s180990] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Background Systemic inflammation appears to play a role in the progression of numerous solid tumors by promoting tumor proliferation. Our current study aimed to evaluate the role of inflammatory markers in limited disease (LD) small-cell lung cancer (SCLC) patients undergoing thoracic chemoradiotherapy (TCR). Patients and methods We retrospectively analyzed a total number of 350 SCLC patients diagnosed with LD SCLC who received TCR between 1999 and 2017 and had available blood tests within 2 weeks prior to the start of TCR. Serum C-reactive protein (CRP), neutrophil-to-lymphocyte ratio (NLR), lactate dehydrogenase (LDH), hemoglobin (Hb) levels, and platelet count (Pc) were evaluated as potential inflammatory markers. Kaplan–Meier survival analysis was performed for overall survival (OS). For comparison of survival curves, the log-rank (Mantel–Cox) test was used. Univariate and multivariate Cox proportional HRs were used to assess the influence of cofactors on OS. Results Univariate analysis for OS revealed a statistically significant effect for LDH >400 U/L (HR 2.05 U/L; 95% CI 1.29–3.26 U/L; P=0.002), prophylactic cranial irradiation (PCI; HR 0.58; 95% CI 0.40–0.85; P=0.005), CRP >50 mg/L (HR 1.49 mg/L; 95% CI 1.05–2.10 mg/L; P=0.026), and Karnofsky performance scale (KPS) <70% (HR 1.35%; 95% CI 1.02–1.80%; P=0.035). NLR, age (>70 years), Hb levels, and Pc did not influence survival. In multivariate analysis, OS was significantly affected by PCI (HR 0.64; 95% CI 0.43–0.94; P=0.026), LDH >400 U/L (HR 1.91 U/L; 95% CI 1.21–3.05 U/L; P=0.006), and CRP >50 mg/L (HR 1.43 mg/L; 95% CI 1.01–2.04 mg/L; P=0.045). KPS (≤70%) did not influence survival in multivariate analysis. Conclusion Elevated CRP and LDH seem to be the independent prognostic factors for OS in LD SCLC patients undergoing TCR. However, elevated NLR was not found to be an independent prognostic factor for OS if taken prior to TCR. LDH and CRP are easily available blood tests and do not require additional resources for routine use and could be useful for clinical decision making.
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Affiliation(s)
- Denise Bernhardt
- Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany, .,Heidelberg Institute of Radiation Oncology (HIRO), Heidelberg, Germany, .,Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany,
| | - Sophie Aufderstrasse
- Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany, .,Heidelberg Institute of Radiation Oncology (HIRO), Heidelberg, Germany,
| | - Laila König
- Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany, .,Heidelberg Institute of Radiation Oncology (HIRO), Heidelberg, Germany, .,Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany,
| | - Sebastian Adeberg
- Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany, .,Heidelberg Institute of Radiation Oncology (HIRO), Heidelberg, Germany, .,Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany, .,Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Farastuk Bozorgmehr
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University, Translational Lung Research Centre Heidelberg (TLRC-H), Heidelberg, Germany.,German Centre for Lung Research (DZL), Heidelberg, Germany
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University, Translational Lung Research Centre Heidelberg (TLRC-H), Heidelberg, Germany.,German Centre for Lung Research (DZL), Heidelberg, Germany
| | - Rami A El Shafie
- Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany, .,Heidelberg Institute of Radiation Oncology (HIRO), Heidelberg, Germany,
| | - Juliane Hörner-Rieber
- Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany, .,Heidelberg Institute of Radiation Oncology (HIRO), Heidelberg, Germany, .,Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany,
| | - Jutta Kappes
- German Centre for Lung Research (DZL), Heidelberg, Germany.,Department of Pneumology, Thoraxklinik, Heidelberg University, Heidelberg, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University, Translational Lung Research Centre Heidelberg (TLRC-H), Heidelberg, Germany.,German Centre for Lung Research (DZL), Heidelberg, Germany
| | - Felix Herth
- German Centre for Lung Research (DZL), Heidelberg, Germany.,Department of Pneumology, Thoraxklinik, Heidelberg University, Heidelberg, Germany
| | - Martin Steins
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University, Translational Lung Research Centre Heidelberg (TLRC-H), Heidelberg, Germany
| | - Jürgen Debus
- Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany, .,Heidelberg Institute of Radiation Oncology (HIRO), Heidelberg, Germany, .,Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany, .,Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan Rieken
- Department of Radiation Oncology, University Hospital Heidelberg, Heidelberg, Germany, .,Heidelberg Institute of Radiation Oncology (HIRO), Heidelberg, Germany, .,Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany,
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Soyano AE, Dholaria B, Marin-Acevedo JA, Diehl N, Hodge D, Luo Y, Manochakian R, Chumsri S, Adjei A, Knutson KL, Lou Y. Peripheral blood biomarkers correlate with outcomes in advanced non-small cell lung Cancer patients treated with anti-PD-1 antibodies. J Immunother Cancer 2018; 6:129. [PMID: 30470260 PMCID: PMC6251165 DOI: 10.1186/s40425-018-0447-2] [Citation(s) in RCA: 95] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 11/08/2018] [Indexed: 01/15/2023] Open
Abstract
Background Anti-programmed cell death 1 (PD-1) antibodies have demonstrated improved overall survival (OS) and progression-free survival (PFS) in a subset of patients with metastatic or locally advanced non-small cell lung cancer (NSCLC). To date, no blood biomarkers have been identified in NSCLC to predict clinical outcomes of treatment with anti-PD-1 antibodies. Patient and methods We performed an analysis of retrospectively registered data of 157 patients with advanced NSCLC treated with anti-PD-1 antibodies at Mayo Clinic in Florida and Rochester. White blood cell count, absolute neutrophil count (ANC), absolute lymphocyte count (ALC), ANC to ALC (ANC: ALC) ratio, absolute eosinophil count, absolute monocyte count (AMC), platelet counts, and myeloid to lymphoid (M:L) ratio at baseline and throughout treatment were assessed. Kaplan-Meier method and Cox proportional hazards model were performed. Results We treated 146 patients with nivolumab and 11 with pembrolizumab between January 1, 2015 and April 15, 2017. At median follow-up of 20 months, median OS and PFS were 6.0 and 2.6 months, respectively. Higher baseline ANC, AMC, ANC: ALC ratio and M: L ratio correlated with worse clinical outcomes in patients who underwent anti-PD-1 treatment. A baseline ANC: ALC ratio of 5.9 or higher had a significantly increased risk of death (hazard ratio [HR] =1.94; 95% confidence interval [CI], 1.24–3.03; P = 0.004) and disease progression (HR, 1.65; 95% CI, 1.17–2.34; P = 0.005) compared with patients with lower ratio. Similarly, a baseline M: L ratio of 11.3 or higher had significantly increased risk of death (HR, 2.5; 95% CI, 1.54–4.05; P < 0.001), even after a multivariate analysis (HR, 2.31; P = 0.002), compared to those with lower ratio. Conclusions Increased baseline ANC: ALC ratio and M: L ratio before initiation of anti-PD1 antibodies were associated with poor PFS and OS in advanced NSCLC patients. The potential predictive value of these readily available biomarkers might help with risk stratification and treatment strategies. These findings warrant further investigation in a larger, prospective study. Electronic supplementary material The online version of this article (10.1186/s40425-018-0447-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Aixa E Soyano
- Department of Hematology and Oncology, Mayo Clinic, 4500 San Pablo Road, Jacksonville, FL, 32224, USA
| | - Bhagirathbhai Dholaria
- Department of Hematology and Oncology, Mayo Clinic, 4500 San Pablo Road, Jacksonville, FL, 32224, USA.,Department of Blood and Marrow Transplantation and Cellular Immunotherapy, Moffitt Cancer Center, Tampa, FL, USA
| | | | - Nancy Diehl
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Jacksonville, FL, USA
| | - David Hodge
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Jacksonville, FL, USA
| | - Yan Luo
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, USA
| | - Rami Manochakian
- Department of Hematology and Oncology, Mayo Clinic, 4500 San Pablo Road, Jacksonville, FL, 32224, USA
| | - Saranya Chumsri
- Robert and Monica Jacoby Center for Breast Health, Mayo Clinic, Jacksonville, FL, USA
| | - Alex Adjei
- Department of Medical Oncology, Mayo Clinic, Rochester, MI, USA
| | - Keith L Knutson
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, USA
| | - Yanyan Lou
- Department of Hematology and Oncology, Mayo Clinic, 4500 San Pablo Road, Jacksonville, FL, 32224, USA.
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