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Kawaguchi Y, Nishioka N, Nakamura T, Imai K, Aoki T, Kajiwara N, Ikeda N. Impact of lymph node dissection on the efficacy of immune checkpoint inhibitors in patients with postoperative recurrence of non-small cell lung cancer. J Thorac Dis 2024; 16:1960-1970. [PMID: 38617781 PMCID: PMC11009588 DOI: 10.21037/jtd-23-1806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 02/05/2024] [Indexed: 04/16/2024]
Abstract
Background The effect of lymph node dissection (LND) on the efficacy of immune checkpoint inhibitor (ICI) remains unclear. The purpose of this study was to examine the difference in the effect of ICI between patients with non-small cell lung cancer (NSCLC) according to the extent of LND performed in surgery prior to postoperative recurrence. Methods A total of 134 patients with postoperative recurrence (surgery group, n=26) or unresectable advanced lung cancer (non-surgery group, n=108) who were treated with ICIs between January 2016 and December 2022 were included for analysis. In the surgery group, 16 patients underwent systematic LND, whereas the remaining 10 patients underwent selective LND. Progression-free survival with ICI treatment (ICI-PFS) and overall survival (OS) were compared between the surgery and non-surgery groups and between the systematic and selective LND groups using the inverse probability of treatment weighting (IPTW) method to adjust for patient background characteristics. Results In the IPTW-adjusted analysis, the 2-year PFS rate with ICI treatment was 31.2% in the surgery group and 27.3% in the non-surgery group (P=0.19); the corresponding 2-year OS rates were 69.6% and 62.2%, respectively (P=0.10). In the surgery group, the 2-year PFS rates under ICI were 20.0% in the systematic LND group and 45.7% in the selective LND group (P=0.03). Conclusions IPTW-adjusted analysis indicated no difference in prognosis between patients with postoperative recurrence and those with advanced unresectable lung cancer. However, in patients with postoperative recurrence, the extent of LND was a significant predictor of ICI-PFS. These findings suggest that systematic LND may reduce the efficacy of ICI, indicating that preoperative ICI administration may be warranted.
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Affiliation(s)
- Yohei Kawaguchi
- Department of Thoracic Surgery, Tokyo Medical University Hachioji Medical Center, Tokyo, Japan
| | - Nanako Nishioka
- Department of Pharmacology, Tokyo Medical University Hachioji Medical Center, Tokyo, Japan
| | - Taiyo Nakamura
- Department of Thoracic Surgery, Tokyo Medical University Hachioji Medical Center, Tokyo, Japan
| | - Kentaro Imai
- Department of Thoracic Surgery, Tokyo Medical University Hachioji Medical Center, Tokyo, Japan
| | - Takuya Aoki
- Department of Clinical Oncology, Tokyo Medical University Hachioji Medical Center, Tokyo, Japan
| | - Naohiro Kajiwara
- Department of Thoracic Surgery, Tokyo Medical University Hachioji Medical Center, Tokyo, Japan
| | - Norihiko Ikeda
- Department of Thoracic Surgery, Tokyo Medical University, Tokyo, Japan
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Liu L, Shi Z, Qiu X. Impact of bone metastasis on the prognosis of non-small cell lung cancer patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis. Clin Transl Oncol 2024; 26:747-755. [PMID: 37566344 DOI: 10.1007/s12094-023-03300-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 07/27/2023] [Indexed: 08/12/2023]
Abstract
BACKGROUND This review was implemented to examine the impact of bone metastasis on the prognosis of non-small cell lung cancer patients (NSCLC) treated with immune checkpoint inhibitors (ICIs). METHODS A literature search was conducted in the PubMed, CENTRAL, Web of Science, and Embase databases up to 4th September 2022. Multivariable adjusted data were pooled in a random-effects model. RESULTS 13 studies were included. On a combined analysis of 10 studies, it was noted that bony metastasis was associated with poor overall survival (OS) in NSCLC patients treated with ICIs (HR: 1.55 95% CI 1.24, 1.94 I2 = 69% p = 0.001). Meta-analysis of seven studies showed that bony metastasis was not associated with poor progression-free survival (PFS) in NSCLC patients treated with ICIs (HR: 1.31 95% CI 0.85, 2.01 I2 = 85% p = 0.22). Meta-regression analysis using the moderator's age, male gender, smoking history, squamous histology, and ICI as 1st line therapy for the outcome OS was not statistically significant. CONCLUSION The presence of bone metastasis is a predictor of poor OS in NSCLC treated with ICIs. However, PFS does not seem to be influenced by the presence of bone metastasis. Clinicians should prioritize the management of NSCLC patients with bone metastasis and explore the use of combination therapies to achieve optimal results. Further studies taking into account different combination therapies for such patients would strengthen the evidence.
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Affiliation(s)
- Lina Liu
- Department of Oncology, Wenzhou Hospital of Traditional Chinese Medicine, Wenzhou City, Zhejiang Province, China
| | - Zhongyi Shi
- Department of Surgical Oncology, Wenzhou Hospital of Traditional Chinese Medicine, Wenzhou City, Zhejiang Province, China
| | - Xingdong Qiu
- Department of Orthopedics and Traumatology, Wenzhou Hospital of Traditional Chinese Medicine, No. 27, Dashimen, Xinhe Street, Lucheng District, Wenzhou City, Zhejiang Province, China.
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3
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Kuang T, Qiu Z, Wang K, Zhang L, Dong K, Wang W. Pan-immune inflammation value as a prognostic biomarker for cancer patients treated with immune checkpoint inhibitors. Front Immunol 2024; 15:1326083. [PMID: 38410508 PMCID: PMC10895004 DOI: 10.3389/fimmu.2024.1326083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Accepted: 01/24/2024] [Indexed: 02/28/2024] Open
Abstract
Background Immune checkpoint inhibitors (ICIs) represent a paradigm shift in the development of cancer therapy. However, the improved efficacy of ICIs remains to be further investigated. We conducted a systematic review and meta-analysis to evaluate the pan-immunoinflammatory value (PIV) and PILE score used to predict response to ICI therapy. Methods We searched selected databases for studies on pan-immune inflammation values and their association with outcomes of treatment with immune checkpoint inhibitors. We used hazard ratios (HRS) and 95% confidence intervals (CI) to summarize survival outcomes. All data analyses were performed using STATA 15.0. Results 7 studies comprising 982 patients were included in the meta-analysis. The pooled results showed that higher PIV was significantly associated with shorter overall survival OS (HR = 1.895, 95%CI: 1.548-2.318) and progression-free survival (PFS) (HR = 1.582, 95%CI: 1.324-1.890). Subgroup analyses also confirmed the reliability of the results. Conclusions High PIV and PILE metrics are associated with lower survival in cancer patients receiving ICIs.
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Affiliation(s)
- Tianrui Kuang
- Department of General Surgery, Renmin Hospital of Wuhan University, Wuhan, China
- Hubei Key Laboratory of Digestive System Disease, Wuhan, China
| | - Zhendong Qiu
- Department of General Surgery, Renmin Hospital of Wuhan University, Wuhan, China
- Hubei Key Laboratory of Digestive System Disease, Wuhan, China
| | - Kunpeng Wang
- Department of General Surgery, Renmin Hospital of Wuhan University, Wuhan, China
- Hubei Key Laboratory of Digestive System Disease, Wuhan, China
| | - Lilong Zhang
- Department of General Surgery, Renmin Hospital of Wuhan University, Wuhan, China
- Hubei Key Laboratory of Digestive System Disease, Wuhan, China
| | - Keshuai Dong
- Department of General Surgery, Renmin Hospital of Wuhan University, Wuhan, China
- Hubei Key Laboratory of Digestive System Disease, Wuhan, China
| | - Weixing Wang
- Department of General Surgery, Renmin Hospital of Wuhan University, Wuhan, China
- Hubei Key Laboratory of Digestive System Disease, Wuhan, China
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Bozorgmehr F, Müller A, Rawluk J, Sianidou M, Chung I, Kropf-Sanchen C. Immune checkpoint inhibitors in non-small cell lung cancer - When should we dare to stop treatment? Lung Cancer 2023; 184:107340. [PMID: 37657237 DOI: 10.1016/j.lungcan.2023.107340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 08/07/2023] [Accepted: 08/08/2023] [Indexed: 09/03/2023]
Abstract
Over the last years, the emergence of immune checkpoint inhibitors (ICI) has revolutionized the treatment of non-small cell lung cancer (NSCLC). Patients in a palliative setting with previously very poor prognosis may now show remarkable responses over years. Yet, ICI therapy is very cost-intensive and involves frequent contacts with healthcare resources. Some of the early trial protocols restricted ICI treatment duration to two years. Now follow-up data of these studies is available and reveal the possibility of a persistent response after two or more years without further treatment for patients having successfully completed two years of therapy. May we now dare to think (and speak) of cure in the palliative setting? Does it mean we can stop ICI therapy after an initial two-year treatment? In this review, we try to improve confidence in clinical decision-making for this patient group. To this end, trials with a restricted treatment duration of two years and other data considering potential ICI discontinuation in responding patients were evaluated. Up to 25% of patients successfully complete an initial two-year course of ICI. Within this group about 40-46% of patients are alive at five years without further treatment with five-year survival rates of up to 83%. Data on ICI rechallenge are scarce, yet it does not seem to provide the same level of efficacy as at first exposure. At present there are no established biomarkers to help with decision-making. Possible future (bio-)markers, such as PD-L1, mutations, circulating tumor DNA (ctDNA) or Positron emission tomography (PET) need to be evaluated further in a prospective setting. In conclusion, we propose that the concept of discontinuing ICI therapy in patients with tumor response has to be seriously taken into consideration as it may be of benefit to our patients and health care systems.
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Affiliation(s)
- Farastuk Bozorgmehr
- Thoraxklinik and National Center for Tumor Diseases, Heidelberg University Hospital, Röntgenstr. 1, 69115 Heidelberg, Germany and German Center for Lung Research (DZL), Germany
| | - Annette Müller
- Department of Pulmonology, Oncology, Ventilation Medicine, Catholic Hospital Marienhof, Rudolf-Virchow-Str. 7-9, 56073 Koblenz, Germany
| | - Justyna Rawluk
- Department of Internal Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany
| | - Maria Sianidou
- Thoraxklinik and National Center for Tumor Diseases, Heidelberg University Hospital, Röntgenstr. 1, 69115 Heidelberg, Germany and German Center for Lung Research (DZL), Germany
| | - Inn Chung
- Thoraxklinik and National Center for Tumor Diseases, Heidelberg University Hospital, Röntgenstr. 1, 69115 Heidelberg, Germany and German Center for Lung Research (DZL), Germany
| | - Cornelia Kropf-Sanchen
- Division of Pulmonology, Department of Internal Medicine II, Ulm University Medical Center, Albert-Einstein-Allee 23, 89081 Ulm, Germany; DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany; Division of Personalized Medical Oncology (A420), German Cancer Research Center (DKFZ), Germany; Department of Personalized Oncology, University Hospital Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, German.
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Liang S, Wang H, Tian H, Xu Z, Wu M, Hua D, Li C. The prognostic biological markers of immunotherapy for non-small cell lung cancer: current landscape and future perspective. Front Immunol 2023; 14:1249980. [PMID: 37753089 PMCID: PMC10518408 DOI: 10.3389/fimmu.2023.1249980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 08/24/2023] [Indexed: 09/28/2023] Open
Abstract
The emergence of immunotherapy, particularly programmed cell death 1 (PD-1) and programmed cell death ligand-1 (PD-L1) produced profound transformations for treating non-small cell lung cancer (NSCLC). Nevertheless, not all NSCLC patients can benefit from immunotherapy in clinical practice. In addition to limited response rates, exorbitant treatment costs, and the substantial threats involved with immune-related adverse events, the intricate interplay between long-term survival outcomes and early disease progression, including early immune hyperprogression, remains unclear. Consequently, there is an urgent imperative to identify robust predictive and prognostic biological markers, which not only possess the potential to accurately forecast the therapeutic efficacy of immunotherapy in NSCLC but also facilitate the identification of patient subgroups amenable to personalized treatment approaches. Furthermore, this advancement in patient stratification based on certain biological markers can also provide invaluable support for the management of immunotherapy in NSCLC patients. Hence, in this review, we comprehensively examine the current landscape of individual biological markers, including PD-L1 expression, tumor mutational burden, hematological biological markers, and gene mutations, while also exploring the potential of combined biological markers encompassing radiological and radiomic markers, as well as prediction models that have the potential to better predict responders to immunotherapy in NSCLC with an emphasis on some directions that warrant further investigation which can also deepen the understanding of clinicians and provide a reference for clinical practice.
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Affiliation(s)
- Shuai Liang
- Department of Oncology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi, China
| | - Hanyu Wang
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Haixia Tian
- Department of Oncology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi, China
| | - Zhicheng Xu
- Department of Oncology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi, China
| | - Min Wu
- Suzhou Cancer Center Core Laboratory, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Dong Hua
- Department of Oncology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi, China
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Chengming Li
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
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Imai H, Wasamoto S, Tsuda T, Nagai Y, Kishikawa T, Masubuchi K, Osaki T, Miura Y, Umeda Y, Ono A, Minemura H, Yamada Y, Nakagawa J, Kozu Y, Taniguchi H, Ohta H, Kasai T, Kaira K, Kagamu H. Using the neutrophil-to-lymphocyte ratio to predict the outcome of individuals with nonsquamous non-small cell lung cancer receiving pembrolizumab plus platinum and pemetrexed. Thorac Cancer 2023; 14:2567-2578. [PMID: 37469246 PMCID: PMC10481141 DOI: 10.1111/1759-7714.15036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 06/25/2023] [Accepted: 06/26/2023] [Indexed: 07/21/2023] Open
Abstract
BACKGROUND Factors predicting the response to pembrolizumab plus platinum and pemetrexed combination therapy (Pemb-Plt-PEM) in nonsquamous non-small cell lung cancer (non-sq NSCLC) are unclear. We investigated the Glasgow Prognostic (GP) score, neutrophil-to-lymphocyte ratio (NLR), and body mass index (BMI) as predictors of response to initial treatment with combination therapy in individuals with advanced non-sq NSCLC. METHODS We retrospectively reviewed 236 patients who received initial treatment with combination therapy for non-sq NSCLC at 13 institutions between December 2018 and December 2020. The usefulness of the GP score, NLR, and BMI as prognostic indicators was assessed. Cox proportional hazard models and the Kaplan-Meier method were used to compare progression-free survival (PFS) and overall survival (OS). RESULTS The response rate was 51.2% (95% CI: 44.9-57.5%). The median PFS and OS after beginning Pemb-Plt-PEM were 8.8 (95% CI: 7.0-11.9) months and 23.6 (95% CI: 18.7-28.6) months, respectively. The NLR independently predicted the efficacy of Pemb-Plt-PEM-the PFS and OS were more prolonged in individuals with NLR <5 than in those with NLR ≥5 (PFS: 12.8 vs. 5.3 months, p = 0.0002; OS: 29.4 vs. 12.0 months, p < 0.0001). BMI predicted the treatment response-individuals with BMI ≥22.0 kg/m2 had longer OS than did those with BMI < 22.0 kg/m2 (OS: 28.4 vs. 18.4 months, p = 0.0086). CONCLUSIONS The NLR significantly predicted PFS and OS, whereas BMI predicted OS, in individuals who initially received Pemb-Plt-PEM for non-sq NSCLC. These factors might be prognosis predictors in non-sq NSCLC.
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Affiliation(s)
- Hisao Imai
- Department of Respiratory MedicineComprehensive Cancer Center, International Medical Center, Saitama Medical UniversityHidakaSaitamaJapan
- Division of Respiratory MedicineGunma Prefectural Cancer CenterOtaGunmaJapan
| | - Satoshi Wasamoto
- Division of Respiratory MedicineSaku Central Hospital Advanced Care CenterSakuNaganoJapan
| | - Takeshi Tsuda
- Division of Respiratory MedicineToyama Prefectural Central HospitalToyamaToayamaJapan
| | - Yoshiaki Nagai
- Department of Respiratory MedicineJichi Medical University, Saitama Medical CenterSaitamaSaitamaJapan
| | - Takayuki Kishikawa
- Division of Thoracic OncologyTochigi Cancer CenterUtsunomiyaTochigiJapan
| | - Ken Masubuchi
- Division of Respiratory MedicineGunma Prefectural Cancer CenterOtaGunmaJapan
| | - Takashi Osaki
- Division of Respiratory MedicineNational Hospital Organization Shibukawa Medical CenterShibukawaGunmaJapan
| | - Yosuke Miura
- Division of Allergy and Respiratory Medicine, Integrative Centre of Internal MedicineGunma University HospitalMaebashiGunmaJapan
| | - Yukihiro Umeda
- Third Department of Internal MedicineFaculty of Medical Sciences, University of FukuiEiheijiFukuiJapan
| | - Akihiro Ono
- Division of Internal MedicineKiryu Kosei General HospitalKiryuGunmaJapan
| | - Hiroyuki Minemura
- Department of Pulmonary MedicineFukushima Medical UniversityFukushimaFukushimaJapan
| | - Yutaka Yamada
- Division of Respiratory MedicineIbaraki Prefectural Central HospitalKasamaIbarakiJapan
| | - Junichi Nakagawa
- Division of Respiratory MedicineNational Hospital Organization Takasaki General Medical CenterTakasakiGunmaJapan
| | - Yuki Kozu
- Division of Respiratory MedicineSaku Central Hospital Advanced Care CenterSakuNaganoJapan
| | - Hirokazu Taniguchi
- Division of Respiratory MedicineToyama Prefectural Central HospitalToyamaToayamaJapan
| | - Hiromitsu Ohta
- Department of Respiratory MedicineJichi Medical University, Saitama Medical CenterSaitamaSaitamaJapan
| | - Takashi Kasai
- Division of Thoracic OncologyTochigi Cancer CenterUtsunomiyaTochigiJapan
| | - Kyoichi Kaira
- Department of Respiratory MedicineComprehensive Cancer Center, International Medical Center, Saitama Medical UniversityHidakaSaitamaJapan
| | - Hiroshi Kagamu
- Department of Respiratory MedicineComprehensive Cancer Center, International Medical Center, Saitama Medical UniversityHidakaSaitamaJapan
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Nishihara-Kato F, Imai H, Tsuda T, Wasamoto S, Nagai Y, Kishikawa T, Miura Y, Ono A, Yamada Y, Masubuchi K, Osaki T, Nakagawa J, Umeda Y, Minemura H, Kozu Y, Taniguchi H, Ohta H, Kaira K, Kagamu H. Prognostic Potential of the Prognostic Nutritional Index in Non-Small Cell Lung Cancer Patients Receiving Pembrolizumab Combination Therapy with Carboplatin and Paclitaxel/Nab-Paclitaxel. Oncology 2023; 102:30-42. [PMID: 37598676 DOI: 10.1159/000533604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 07/12/2023] [Indexed: 08/22/2023]
Abstract
INTRODUCTION Pembrolizumab (Pemb) therapy in conjunction with carboplatin and paclitaxel (PTX)/nab-PTX has been efficacious in treating non-small cell lung cancer (NSCLC). However, the response predictors of this combination therapy (Pemb-combination) remain undetermined. We aimed to evaluate whether Glasgow prognostic score (GPS), neutrophil-to-lymphocyte ratio (NLR), body mass index (BMI), platelet-to-lymphocyte ratio (PLR), and prognostic nutritional index (PNI) are potential factors in prognosticating the response to Pemb-combination therapy in advanced NSCLC patients. METHODS We retrospectively recruited 144 NSCLC patients receiving first-line treatment with Pemb-combination therapy from 13 institutions between December 1, 2018, and December 31, 2020. GPS, NLR, BMI, PLR, and PNI were assessed for their efficacy as prognostic indicators. Cox proportional hazard models and the Kaplan-Meier method were used to compare the progression-free survival (PFS) and overall survival (OS) of the patients. RESULTS The treatment exhibited a response rate of 63.1% (95% confidence interval [CI]: 55.0-70.6%). Following Pemb-combination administration, the median PFS and OS were 7.3 (95% CI: 5.3-9.4) and 16.5 (95% CI: 13.9-22.1) months, respectively. Contrary to PNI, NLR, GPS, BMI, and PLR did not display substantially different PFS in univariate analysis. However, multivariate analysis did not identify PNI as an independent prognostic factor for PFS. Furthermore, univariate analysis revealed that GPS, BMI, and PLR exhibited similar values for OS but not NLR and PNI. Patients with PNI ≥45 were predicted to have better OS than those with PNI <45 (OS: 23.4 and 13.9 months, respectively, p = 0.0028). Multivariate analysis did not establish NLR as an independent prognostic factor for OS. CONCLUSION The PNI evidently predicted OS in NSCLC patients treated with Pemb-combination as first-line therapy, thereby validating its efficiency as a prognostic indicator of NSCLC.
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Affiliation(s)
- Fuyumi Nishihara-Kato
- Department of Respiratory Medicine, Comprehensive Cancer Center, International Medical Center, Saitama Medical University, Saitama, Japan
| | - Hisao Imai
- Department of Respiratory Medicine, Comprehensive Cancer Center, International Medical Center, Saitama Medical University, Saitama, Japan
- Division of Respiratory Medicine, Gunma Prefectural Cancer Center, Ota, Japan
| | - Takeshi Tsuda
- Division of Respiratory Medicine, Toyama Prefectural Central Hospital, Toyama, Japan
| | - Satoshi Wasamoto
- Division of Respiratory Medicine, Saku Central Hospital Advanced Care Center, Saku, Japan
| | - Yoshiaki Nagai
- Department of Respiratory Medicine, Jichi Medical University, Saitama Medical Center, Saitama, Japan
| | | | - Yosuke Miura
- Division of Allergy and Respiratory Medicine, Integrative Center of Internal Medicine, Gunma University Hospital, Maebashi, Japan
| | - Akihiro Ono
- Division of Internal Medicine, Kiryu Kosei General Hospital, Kiryu, Japan
| | - Yutaka Yamada
- Division of Respiratory Medicine, Ibaraki Prefectural Central Hospital, Kasama, Japan
| | - Ken Masubuchi
- Division of Respiratory Medicine, Gunma Prefectural Cancer Center, Ota, Japan
| | - Takashi Osaki
- Division of Respiratory Medicine, National Hospital Organization Shibukawa Medical Center, Shibukawa, Japan
| | - Junichi Nakagawa
- Division of Respiratory Medicine, National Hospital Organization Takasaki General Medical Center, Takasaki, Japan
| | - Yukihiro Umeda
- Third Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Hiroyuki Minemura
- Department of Pulmonary Medicine, Fukushima Medical University, Fukushima, Japan
| | - Yuki Kozu
- Division of Respiratory Medicine, Saku Central Hospital Advanced Care Center, Saku, Japan
| | - Hirokazu Taniguchi
- Division of Respiratory Medicine, Toyama Prefectural Central Hospital, Toyama, Japan
| | - Hiromitsu Ohta
- Department of Respiratory Medicine, Jichi Medical University, Saitama Medical Center, Saitama, Japan
| | - Kyoichi Kaira
- Department of Respiratory Medicine, Comprehensive Cancer Center, International Medical Center, Saitama Medical University, Saitama, Japan
| | - Hiroshi Kagamu
- Department of Respiratory Medicine, Comprehensive Cancer Center, International Medical Center, Saitama Medical University, Saitama, Japan
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Knetki-Wróblewska M, Tabor S, Piórek A, Płużański A, Winiarczyk K, Zaborowska-Szmit M, Zajda K, Kowalski DM, Krzakowski M. Nivolumab or Atezolizumab in the Second-Line Treatment of Advanced Non-Small Cell Lung Cancer? A Prognostic Index Based on Data from Daily Practice. J Clin Med 2023; 12:jcm12062409. [PMID: 36983409 PMCID: PMC10053214 DOI: 10.3390/jcm12062409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 03/10/2023] [Accepted: 03/16/2023] [Indexed: 03/30/2023] Open
Abstract
BACKGROUND The efficacy of nivolumab and atezolizumab in advanced pre-treated NSCLC was documented in prospective trials. We aim to confirm the benefits and indicate predictive factors for immunotherapy in daily practice. METHODS This study was a retrospective analysis. The median PFS and OS were estimated using the Kaplan-Meier method. The log-rank test was used for comparisons. Multivariate analyses were performed using the Cox regression method. RESULTS A total of 260 patients (ECOG 0-1) with advanced NSCLC (CS III-IV) were eligible to receive nivolumab or atezolizumab as second-line treatment. Median PFS and OS were three months (95% confidence interval [CI] 2.57-3.42) and 10 months (95% CI 8.03-11.96), respectively, for the overall population. The median OS for the atezolizumab arm was eight months (95% CI 5.89-10.1), while for the nivolumab group, it was 14 months (95% CI 10.02-17.97) (p = 0.018). The sum of all measurable changes >100.5 mm (p = 0.007; HR = 1.003, 95% CI 1.001-1.005), PLT > 281.5 G/l (p < 0.001; HR = 1.003, 95% CI 1.001-1.003) and bone metastases (p < 0.004; HR = 1.58, 95% CI 1.04-2.38) were independent negative prognostic factors for OS in multivariate analysis. Based on preliminary analyses, a prognostic index was constructed to obtain three prognostic groups. Median OS in the subgroups was 16 months (95% CI 13.3-18.7), seven months (95% CI 4.83-9.17) and four months (95% CI 2.88-5.13), respectively (p < 0.001). CONCLUSIONS Nivolumab and atezolizumab provided clinical benefit in real life. Clinical and laboratory factors may help to identify subgroups likely to benefit. The use of prognostic indices may be valuable in clinical practice.
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Affiliation(s)
- Magdalena Knetki-Wróblewska
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Sylwia Tabor
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Aleksandra Piórek
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Adam Płużański
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Kinga Winiarczyk
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Magdalena Zaborowska-Szmit
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Katarzyna Zajda
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Dariusz M Kowalski
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Maciej Krzakowski
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
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Systemic Inflammation/Nutritional Status Scores Are Prognostic but Not Predictive in Metastatic Non-Small-Cell Lung Cancer Treated with First-Line Immune Checkpoint Inhibitors. Int J Mol Sci 2023; 24:ijms24043618. [PMID: 36835030 PMCID: PMC9966997 DOI: 10.3390/ijms24043618] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 01/30/2023] [Accepted: 02/08/2023] [Indexed: 02/17/2023] Open
Abstract
Biomarkers of systemic inflammation/nutritional status have been associated with outcomes in advanced-stage non-small-cell lung cancer (NSCLC) treated with immune checkpoint inhibitors (ICIs). However, most of them were not tested in cohorts of patients treated with ICIs in combination with chemotherapy (CT) (ICI + CT) or with CT alone, making it impossible to discriminate a predictive from a prognostic effect. We conducted a single-center retrospective study to search for associations between various baseline biomarkers/scores that reflected the systemic inflammation/nutritional status (Lung Immune Prognostic Index, Modified Lung Immune Prognostic Index, Scottish Inflammatory Prognostic Score, Advanced Lung Cancer Inflammation Index, EPSILoN, Prognostic Nutritional Index, Systemic Immune-Inflammation Index, Gustave Roussy Immune Score, Royal Marsden Hospital Prognostic Score, Lung Immuno-oncology Prognostic Score 3, Lung Immuno-oncology Prognostic Score 4, score published by Holtzman et al., and Glasgow Prognostic Score) and outcomes in metastatic NSCLC treated in a first-line setting either with ICI in monotherapy (cohort 1; n = 75), ICI + CT (cohort 2; n = 56), or CT alone (cohort 3; n = 221). In the three cohorts, the biomarkers/scores were moderately associated with overall survival (OS) and progression-free survival (PFS). Their prognostic performance was relatively poor, with a maximum c-index of 0.66. None of them was specific to ICIs and could help to choose the best treatment modality. The systemic inflammation/nutritional status, associated with outcomes independently of the treatment, is therefore prognostic but not predictive in metastatic NSCLC.
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10
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Banna GL, Friedlaender A, Tagliamento M, Mollica V, Cortellini A, Rebuzzi SE, Prelaj A, Naqash AR, Auclin E, Garetto L, Mezquita L, Addeo A. Biological Rationale for Peripheral Blood Cell-Derived Inflammatory Indices and Related Prognostic Scores in Patients with Advanced Non-Small-Cell Lung Cancer. Curr Oncol Rep 2022; 24:1851-1862. [PMID: 36255605 DOI: 10.1007/s11912-022-01335-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/16/2022] [Indexed: 01/27/2023]
Abstract
PURPOSE OF REVIEW To describe the biological rationale of peripheral blood cells (PBC)-derived inflammatory indexes and assess the related prognostic scores for patients with advanced non-small cell lung cancer (aNSCLC) treated with immune-checkpoint inhibitors (ICI). RECENT FINDINGS Inflammatory indexes based on PBC may indicate a pro-inflammatory condition affecting the immune response to cancer. The lung immune prognostic index (LIPI), consisting of derived neutrophils-to-lymphocyte ratio (NLR) and lactate dehydrogenase, is a validated prognostic tool, especially for pretreated aNSCLC patients, where the combination of NLR and PD-L1 tumour expression might also be predictive of immunotherapy benefit. In untreated high-PD-L1 aNSCLC patients, the Lung-Immune-Prognostic score (LIPS), including NLR, ECOG PS and concomitant steroids, is prognostic, and its modified version might indicate patients with favourable outcomes despite an ECOG PS of 2. NLR times platelets (i.e., SII), included in the NHS-Lung score, might improve the prognostication for combined chemoimmunotherapy. PBC-derived inflammatory indexes and related scores represent accurate, reproducible and non-expensive prognostic tools with clinical and research utility.
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Affiliation(s)
| | - Alex Friedlaender
- Department of Oncology, Clinique Générale Beaulieu, Geneva, Switzerland
- Department of Oncology, University Hospital of Geneva, Geneva, Switzerland
| | - Marco Tagliamento
- Department of Internal Medicine and Medical Specialties (Di.M.I.), University of Genoa, Genoa, Italy
| | - Veronica Mollica
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138, Bologna, Italy
| | - Alessio Cortellini
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Sara Elena Rebuzzi
- Department of Internal Medicine and Medical Specialties (Di.M.I.), University of Genoa, Genoa, Italy
- Medical Oncology Unit, Ospedale San Paolo, Savona, Italy
| | - Arsela Prelaj
- Medical Oncology Department 1, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy
- Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Abdul Rafeh Naqash
- Medical Oncology/TSET Phase 1 Program, Stephenson Cancer Center, University of Oklahoma, Oklahoma City, OK, USA
| | - Edouard Auclin
- Medical Oncology, Hôpital Européen Georges Pompidou, AP-HP, Université Paris Cité, Paris, France
| | - Lucia Garetto
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
| | - Laura Mezquita
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
- Department of Medicine, University of Barcelona, Barcelona, Spain
| | - Alfredo Addeo
- Department of Oncology, University Hospital of Geneva, Geneva, Switzerland
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11
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Elumalai T, Croxford W, Buijtenhuijs B, Conroy R, Sanderson B, Enting D, Aversa C, Doss G, Das A, Vasudev NS, Kitetere E, Tolan S, Law A, Hoskin P, Mistry H, Choudhury A. Using Real-world Data to Define a Validated Nomogram for Advanced Bladder Cancer Patients Who Respond to Immunotherapy. Clin Oncol (R Coll Radiol) 2022; 34:642-652. [PMID: 35282933 DOI: 10.1016/j.clon.2022.02.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 02/09/2022] [Accepted: 02/24/2022] [Indexed: 11/03/2022]
Abstract
AIMS Immune checkpoint inhibitors (ICIs) are used in incurable urothelial cancers, both in chemo-naïve and platinum-refractory patients. Efficacy and toxicity data published outside controlled clinical trials are limited. We report overall survival, progression-free survival and toxicities of ICIs in locally advanced (LABC) or metastatic bladder cancer (MBC). We aimed to develop and validate a prognostic model for these patients. MATERIALS AND METHODS A multicentre real-world individual patient-level data study (n = 272) evaluating ICIs in the first-line platinum-ineligible or platinum-refractory setting for LABC/MBC between March 2017 and February 2020 was undertaken. Cox regression analyses evaluated the association of prognostic factors with overall survival. Data were split to create a training (n = 208) and validation (n = 64) cohort. The backward elimination method with a P-value cut-off of 0.05 was used to develop a reduced prognostic model using the training data set. The concordance index and assessment of observed versus predicted survival probabilities were used to evaluate the final model. RESULTS The median follow-up was 18.9 (15.8-21.5) months. The median overall survival and progression-free survival in the training cohort were 9.2 (95% confidence interval 7.4-10.5) and 4.5 months (3.5-5.7), respectively. The most common grade 1/2 adverse events recorded were fatigue (47.8%) and infection (19.9%). Five key prognostic factors found in the training set were low haemoglobin, high neutrophil count, choice of immunotherapy favouring pembrolizumab, presence of liver metastasis and steroid use within 30 days of treatment. The concordance index for the training and validation cohorts was 0.66 (standard error = 0.05) and 0.64 (standard error = 0.04), respectively, for the final model. A nomogram was developed to calculate the expected survival probabilities based on risk factors. CONCLUSIONS Real-world data were used to produce a validated prognostic model for overall survival in LABC/MBC treated with ICIs. This model could assist in patient stratification, interpreting and framing future trials incorporating PD-1/PD-L1 inhibitors in LABC/MBC.
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Affiliation(s)
- T Elumalai
- The Christie NHS Foundation Trust, Manchester, UK
| | - W Croxford
- The Christie NHS Foundation Trust, Manchester, UK.
| | | | - R Conroy
- The Christie NHS Foundation Trust, Manchester, UK
| | - B Sanderson
- The Christie NHS Foundation Trust, Manchester, UK; Royal Preston Hospital, Rosemere Cancer Centre, Preston, UK
| | - D Enting
- Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - C Aversa
- Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - G Doss
- Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - A Das
- St James's Institute of Oncology, Leeds, UK
| | | | - E Kitetere
- Royal Marsden NHS Foundation Trust, London, UK
| | - S Tolan
- The Clatterbridge Cancer Centre NHS Foundation Trust, Liverpool, UK
| | - A Law
- The Clatterbridge Cancer Centre NHS Foundation Trust, Liverpool, UK
| | - P Hoskin
- The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, University of Manchester, Manchester, UK; Mount Vernon Cancer Centre, Northwood, UK
| | - H Mistry
- Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - A Choudhury
- The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, University of Manchester, Manchester, UK
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12
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Dimitrakopoulos FI, Mountzios G, Christopoulos P, Papastergiou T, Elshiaty M, Daniello L, Zervas E, Agelaki S, Samantas E, Nikolaidi A, Athanasiadis I, Baka S, Syrigos K, Christopoulou A, Lianos E, Samitas K, Tsoukalas N, Perdikouri EI, Oikonomopoulos G, Kottorou A, Kalofonou F, Makatsoris T, Koutras A, Megalooikonomou V, Kalofonos H. Validation of Patras Immunotherapy Score model for prediction and prognosis of patients with advanced NSCLC treated with nivolumab or pembrolizumab: results from a European multicentre study. Ther Adv Med Oncol 2022; 14:17588359221122728. [PMID: 36105886 PMCID: PMC9465562 DOI: 10.1177/17588359221122728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 08/10/2022] [Indexed: 11/18/2022] Open
Abstract
Background: Recently, the Patras Immunotherapy Score (PIOS) has been developed to
estimate the survival benefit of patients with advanced non-small-cell lung
cancer (aNSCLC) treated with nivolumab or pembrolizumab. The aim of this
study was to validate the clinical value of PIOS in an external cohort of
aNSCLC patients. Methods: PIOS is a baseline formula produced by the combination of performance status,
body mass index, age and line of treatment. In this multicentre study, 626
patients with confirmed NSCLC pathology, who had been treated with nivolumab
or pembrolizumab, as well as 444 patients with aNSCLC, who had been managed
with chemotherapy alone, were retrospectively enrolled. Predictive and
prognostic values of PIOS were finally evaluated. Results: Patients treated with immunotherapy and higher PIOS score had an improved
progression-free survival not only in univariate [hazard ratio (HR) = 0.621,
p = 0.001], but also in multivariable analysis (HR =
0.651, p = 0.003). In addition, improved overall survival
with increasing PIOS score was also observed (HR = 0.608, p
< 0.001) with this association remaining statistically significant after
adjusting for programmed-cell death ligand 1 (PD-L1) expression (HR = 0.620,
p < 0.001). In addition, patients with disease
progression (PD) had lower scores compared to those with stable disease
(SD), partial response (PR) or complete response (CR) in a two-tier model
(p < 0.001) as well as in a four-tier model (PD, SD,
PR and CR; p < 0.001). Prognostic significance of PIOS
score also persisted using a binary logistic regression analysis, adjusted
for disease stage and PD-L1 status (p = 0.002, odds ratio:
0.578). Contrarily, PIOS had no prognostic significance in the chemotherapy
group; however, upon combined analysis of the two cohorts, PIOS was found to
have a significant interaction with the type of treatment (HR = 0.066 with
p < 0.001), confirming its predictive value for
immunotherapy. Conclusions: This study provides further validation of PIOS in aNSCLC patients treated
with anti-PD-1 monotherapy.
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Affiliation(s)
- Foteinos-Ioannis Dimitrakopoulos
- Division of Oncology, Department of Medicine, University Hospital of Patras, Patras, GreeceMolecular Oncology Laboratory, Department of Medicine, University of Patras, Patras, Greece
| | - Giannis Mountzios
- Second Department of Medical Oncology and Clinical Trials Unit, Henry Dunant Hospital Center, Athens, Greece
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, GermanyTranslational Lung Research Center Heidelberg, Heidelberg, Germany
| | - Thomas Papastergiou
- Computer Engineering and Informatics Department, University of Patras, Patras, Greece
| | - Mariam Elshiaty
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, GermanyTranslational Lung Research Center Heidelberg, Heidelberg, Germany
| | - Lea Daniello
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, GermanyTranslational Lung Research Center Heidelberg, Heidelberg, Germany
| | - Elefterios Zervas
- Seventh Respiratory Medicine Department and Asthma Center, Athens Chest Hospital Sotiria, Athens, Greece
| | - Sofia Agelaki
- Department of Medical Oncology, University General Hospital, Heraklion, Greece
| | - Epaminondas Samantas
- Third Department of Medical Oncology, Agii Anargiri Cancer Hospital, Athens, Greece
| | | | | | - Sofia Baka
- Oncology Department, Interbalkan European Medical Center, Thessaloniki, Greece
| | - Konstantinos Syrigos
- Oncology Unit, The Third Department of Medicine, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Evangelos Lianos
- Division of Medical Oncology and Hematopoietic Cell Transplant Unit, Department of Medicine, "Metaxa" Cancer Hospital, Piraeus, Greece
| | - Konstantinos Samitas
- Seventh Respiratory Medicine Department and Asthma Center, Athens Chest Hospital Sotiria, Athens, Greece
| | | | | | | | - Anastasia Kottorou
- Division of Oncology, Department of Medicine, University Hospital of Patras, Patras, GreeceMolecular Oncology Laboratory, Department of Medicine, University of Patras, Patras, Greece
| | - Foteini Kalofonou
- Department of Oncology, Imperial College NHS Healthcare Trust, Charing Cross Hospital, London, UK
| | - Thomas Makatsoris
- Division of Oncology, Department of Medicine, University Hospital of Patras, Patras, GreeceMolecular Oncology Laboratory, Department of Medicine, University of Patras, Patras, Greece
| | - Angelos Koutras
- Division of Oncology, Department of Medicine, University Hospital of Patras, Patras, GreeceMolecular Oncology Laboratory, Department of Medicine, University of Patras, Patras, Greece
| | | | - Haralabos Kalofonos
- Division of Oncology, Department of Medicine, University Hospital of Patras, GreeceMolecular Oncology Laboratory, Department of Medicine, University of Patras, Rion-Patras, Patras, Achaia 26504, Greece
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13
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Rebuzzi SE, Prelaj A, Friedlaender A, Cortellini A, Addeo A, Genova C, Naqash AR, Auclin E, Mezquita L, Banna GL. Prognostic scores including peripheral blood-derived inflammatory indices in patients with advanced non-small-cell lung cancer treated with immune checkpoint inhibitors. Crit Rev Oncol Hematol 2022; 179:103806. [PMID: 36087850 DOI: 10.1016/j.critrevonc.2022.103806] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 08/28/2022] [Accepted: 09/05/2022] [Indexed: 10/31/2022] Open
Abstract
Peripheral blood inflammatory indices, like the neutrophil-to-lymphocyte ratio (NLR), may reflect the host's pro-inflammatory status and systemic immune response to cancer-related inflammation. We reviewed 22 combined prognostic scores based on peripheral blood-derived inflammatory indices for aNSCLC patients treated with single-agent or combination immune-checkpoint inhibitors (ICI) as first-line or subsequent therapy lines and attempted evidence strength assessment and scoring. The Lung Immune Prognostic Index (LIPI), consisting of derived NLR and LDH, was the most studied score with validated prognostic value in over five thousand aNSCLC ICI-naïve or pretreated patients. The combination of NLR and tumour programmed-cell-death-ligand1 (PD-L1) expression showed a predictive value. The Lung-Immune-Prognostic score (LIPS) might help identify patients with poor performance status but a favourable outcome following first-line ICI. These non-expensive scores can help clinicians discuss the prognosis with aNSCLC patients approaching ICI, identify those less likely to benefit from single-agent ICI and orient future clinical research.
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Affiliation(s)
- Sara Elena Rebuzzi
- Medical Oncology Unit, Ospedale San Paolo, Savona, Italy; Department of Internal Medicine and Medical Specialties (Di.M.I.), University of Genoa, Genoa, Italy
| | - Arsela Prelaj
- Medical Oncology Department 1, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy; Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Alex Friedlaender
- Department of Oncology, Clinique Générale Beaulieu, Geneva, Switzerland; Department of Oncology, University Hospital of Geneva, Geneva, Switzerland
| | - Alessio Cortellini
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Alfredo Addeo
- Department of Oncology, University Hospital of Geneva, Geneva, Switzerland
| | - Carlo Genova
- Department of Internal Medicine and Medical Specialties (Di.M.I.), University of Genoa, Genoa, Italy; UOC Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Abdul Rafeh Naqash
- Medical Oncology/TSET Phase 1 Program, Stephenson Cancer Center, University of Oklahoma, Oklahoma City, USA
| | - Edouard Auclin
- Medical Oncology, Hôpital Européen Georges Pompidou, AP-HP, Université Paris Cité, Paris, France
| | - Laura Mezquita
- Medical Oncology Department, Hospital Clinic of Barcelona, Spain; Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Spain; Department of Medicine, University of Barcelona, Spain
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14
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Zhang Y, Liu B, Kotenko S, Li W. Prognostic value of neutrophil-lymphocyte ratio and lactate dehydrogenase in melanoma patients treated with immune checkpoint inhibitors: A systematic review and meta-analysis. Medicine (Baltimore) 2022; 101:e29536. [PMID: 35960066 PMCID: PMC9371534 DOI: 10.1097/md.0000000000029536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) showed promising therapeutic efficacy on melanoma. Neutrophil-to-lymphocyte ratio (NLR) and serum lactate dehydrogenase (LDH) showed predictive values on prognosis of various tumors, but not on melanoma yet. This meta-analysis was conducted to investigate the prognostic role of NLR and LDH levels in melanoma treated with ICIs. METHODS A search was conducted for all reports published till March 2020 in PubMed, Web of Science, Cochrane Library, EMBASE, ClinicalTrials.gov, and the WHO International Clinical Trials Registry Platform (ICTRP). Studies were included if they investigated the association between pretreatment NLR/LDH and prognosis in melanoma patients treated with ICIs. Subgroup analysis, publication bias, and meta-regression were conducted to investigate heterogeneity. RESULTS A total of 6817 melanoma patients were included. Overall, high pretreatment NLR and LDH were associated with poor overall survival (OS) (P < .001) and PFS (P < .001). Subgroup analyses revealed that elevated NLR and LDH levels were associated with poor OS and PFS in patients treated with anti-CTLA-4 or anti-PD-1/PD-L1 alone. NLR level was superior in predicting OS if compared with LDH level in patients treated with anti-PD-1/PD-L1 + anti-CTLA-4. In subgroup analysis stratified by cutoff value, high NLR level was associated with poor OS and PFS regardless of cutoff value, but LDH works when cutoff value = upper normal limit (UNL). The predictive value of NLR and LDH levels on OS and PFS was partially compromised in the Asian populations, compared with the Western countries. CONCLUSION Blood NLR and LDH levels showed great potential to be used as early prognostic biomarkers in melanoma patients treated with ICIs.
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Affiliation(s)
- Yongchao Zhang
- Cancer Center, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Bozhi Liu
- Cancer Center, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Sergei Kotenko
- Department of Microbiology, Biochemistry and Molecular Genetics, Newark, NJ
- Center for Cell Signaling, Newark, NJ
- Center for Immunity and Inflammation, Rutgers New Jersey Medical School, RBHS, Newark, NJ
| | - Wei Li
- Cancer Center, Beijing Ditan Hospital, Capital Medical University, Beijing, China
- * Correspondence: Wei Li, PhD, Cancer Center, Beijing Ditan Hospital, Capital Medical University, 8 Jingshun East Street, Chaoyang District, 100015 Beijing, People’s Republic of China (e-mail: )
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15
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Neutrophil-to-Lymphocyte Ratio and Platelet-to-Lymphocyte Ratio as Prognostic Markers for Advanced Non-Small-Cell Lung Cancer Treated with Immunotherapy: A Systematic Review and Meta-Analysis. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:medicina58081069. [PMID: 36013536 PMCID: PMC9413376 DOI: 10.3390/medicina58081069] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 06/29/2022] [Accepted: 07/04/2022] [Indexed: 11/17/2022]
Abstract
Background and Objectives: Advanced non-small-cell lung cancer (NSCLC) has led to a high number of mortalities. Immunotherapy, as a first-line treatment in advanced NSCLC, currently has no clarity regarding its prognostic markers to assess the treatment outcome. This systematic review aimed to evaluate neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) as prognostic markers in advanced NSCLC patients treated with immunotherapy. Materials and Methods: This systematic review was conducted using the PRISMA guidelines, starting from screening for relevant studies from several databases. Each included cohort study was further assessed by using the Newcastle−Ottawa Quality Assessment Scale, and the available data were extracted for qualitative and quantitative synthesis in pooled and subgroup analysis. Results: A total of 1719 patients were included in this meta-analysis. Hazard ratio (HR) outcomes for progression-free survival (PFS) and overall survival (OS) for NLR and PLR showed significant results, supporting NLR and PLR as prognostic markers (NLR: HR PFS 2.21 [95% CI: 1.50−3.24; p < 0.0001] and HR OS 2.68 [95% CI: 2.24−3.6; p < 0.0001]; PLR: HR PFS 1.57 [95% CI: 1.33−1.84; p < 0.00001] and HR OS 2.14 [95% CI: 1.72−2.67; p < 0.00001]). Subgroup analysis with a cut-off value of 5 for NLR and 200 for PLR also demonstrated notable outcomes. Higher NLR and PLR levels are associated with poor prognostic. Conclusions: There is considerable evidence regarding both markers as prognostic markers in NSCLC patients treated with immunotherapy. However, further studies with more homogeneous baseline characteristics are required to confirm these findings.
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16
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Zattarin E, Manglaviti S, Apollonio G, Beninato T, Mazzeo L, Massa G, Bottiglieri A, Galli E, De Toma A, Occhipinti M, Brambilla M, Ferrara R, Ganzinelli M, Proto C, Garassino MC, de Braud F, Lo Russo G, Prelaj A. Prognostic role of neutrophil-to-lymphocyte ratio and EPSILoN score in advanced non-small-cell lung cancer patients treated with first-line chemo-immunotherapy. Future Oncol 2022; 18:2593-2604. [PMID: 35722877 DOI: 10.2217/fon-2021-1454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Background: Clinical and laboratory biomarkers in patients with advanced non-small-cell lung cancer (aNSCLC) receiving chemo-immunotherapy (CIT) are still poorly explored. Materials & methods: All consecutive aNSCLC patients who received at least one cycle of first-line CIT were enrolled. The impact of several clinical and laboratory biomarkers on outcomes was evaluated through Cox proportional hazard models. Results: Higher neutrophil-to-lymphocyte ratio was shown to be an independent prognostic biomarker of both worse progression-free survival and worse overall survival. The EPSILoN score was able to divide patients into three different prognostic groups, with a median overall survival of 73.2, 45.6 and 8.6 months for the favorable, intermediate and poor groups, respectively. Conclusion: The neutrophil-to-lymphocyte ratio and EPSILoN score were shown to have a prognostic value in aNSCLC patients treated with CIT.
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Affiliation(s)
- Emma Zattarin
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Sara Manglaviti
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Giulia Apollonio
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Teresa Beninato
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Laura Mazzeo
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Giacomo Massa
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Achille Bottiglieri
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Edoardogregorio Galli
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Alessandro De Toma
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Mario Occhipinti
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Marta Brambilla
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Roberto Ferrara
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy.,Department of Research, Molecular Immunology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Monica Ganzinelli
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Claudia Proto
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Marina Chiara Garassino
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy.,Division of the Biological Sciences, University of Chicago, Chicago, IL, USA
| | - Filippo de Braud
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy.,Department of Oncology & Hemato-oncology, University of Milan, Milan, Italy
| | - Giuseppe Lo Russo
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy
| | - Arsela Prelaj
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, Milan, 20133, Italy.,Department of Electronics, Information and Bioengineering, Polytechnic University of Milan, Milan, Italy
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17
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Multi-Omics Approaches for the Prediction of Clinical Endpoints after Immunotherapy in Non-Small Cell Lung Cancer: A Comprehensive Review. Biomedicines 2022; 10:biomedicines10061237. [PMID: 35740259 PMCID: PMC9219996 DOI: 10.3390/biomedicines10061237] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 05/20/2022] [Accepted: 05/23/2022] [Indexed: 02/04/2023] Open
Abstract
Immune checkpoint inhibitors (ICI) have revolutionized the management of locally advanced and advanced non-small lung cancer (NSCLC). With an improvement in the overall survival (OS) as both first- and second-line treatments, ICIs, and especially programmed-death 1 (PD-1) and programmed-death ligands 1 (PD-L1), changed the landscape of thoracic oncology. The PD-L1 level of expression is commonly accepted as the most used biomarker, with both prognostic and predictive values. However, even in a low expression level of PD-L1, response rates remain significant while a significant number of patients will experience hyperprogression or adverse events. The dentification of such subtypes is thus of paramount importance. While several studies focused mainly on the prediction of the PD-L1 expression status, others aimed directly at the development of prediction/prognostic models. The response to ICIs depends on a complex physiopathological cascade, intricating multiple mechanisms from the molecular to the macroscopic level. With the high-throughput extraction of features, omics approaches aim for the most comprehensive assessment of each patient. In this article, we will review the place of the different biomarkers (clinical, biological, genomics, transcriptomics, proteomics and radiomics), their clinical implementation and discuss the most recent trends projecting on the future steps in prediction modeling in NSCLC patients treated with ICI.
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Quaquarini E, Sottotetti F, Agustoni F, Pozzi E, Malovini A, Teragni CM, Palumbo R, Saltalamacchia G, Tagliaferri B, Balletti E, Rinaldi P, Canino C, Pedrazzoli P, Bernardo A. Clinical and Biological Variables Influencing Outcome in Patients with Advanced Non-Small Cell Lung Cancer (NSCLC) Treated with Anti-PD-1/PD-L1 Antibodies: A Prospective Multicentre Study. J Pers Med 2022; 12:jpm12050679. [PMID: 35629102 PMCID: PMC9144987 DOI: 10.3390/jpm12050679] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Revised: 04/10/2022] [Accepted: 04/21/2022] [Indexed: 02/04/2023] Open
Abstract
Introduction: Immune checkpoint inhibitors (ICIs) have become the standard of treatment for patients with non-small cell lung cancer (NSCLC). However, there are still many uncertainties regarding the selection of the patient who could benefit more from this treatment. This study aims to evaluate the prognostic and predictive role of clinical and biological variables in unselected patients with advanced NSCLC candidates to receive ICIs. Methods: This is an observational and prospective study. The primary objective is the evaluation of the relationship between clinical and biological variables and the response to ICIs. Secondary objectives included: safety; assessment of the relationship between clinical and biological parameters/concomitant treatments and progression-free survival at 6 months and overall survival at 6 and 12 months. Nomograms to predict these outcomes have been generated. Results: A total of 166 patients were included. An association with response was found in the presence of the high immunohistochemical PD-L1 expression, squamous cell histotype, and early line of treatment, whereas a higher probability of progression was seen in the presence of anemia, high LDH values and neutrophil/lymphocyte ratio (NLR), pleural involvement, and thrombosis before treatment. The nomogram showed that anemia, PD-L1 expression, NLR, and LDH represented the most informative predictor as regards the three parameters of interest. Conclusions: In the era of personalized medicine, the results are useful for stratifying the patients and tailoring the treatments, considering both the histological findings and the clinical features of the patients.
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Affiliation(s)
- Erica Quaquarini
- Medical Oncology Unit, ICS Maugeri-IRCCS SpA SB, 27100 Pavia, Italy; (F.S.); (C.M.T.); (R.P.); (G.S.); (B.T.); (E.B.); (A.B.)
- Correspondence: ; Tel.: +39-0382-592202
| | - Federico Sottotetti
- Medical Oncology Unit, ICS Maugeri-IRCCS SpA SB, 27100 Pavia, Italy; (F.S.); (C.M.T.); (R.P.); (G.S.); (B.T.); (E.B.); (A.B.)
| | - Francesco Agustoni
- Medical Oncology Unit, IRCCS San Matteo Hospital Foundation, 27100 Pavia, Italy; (F.A.); (C.C.); (P.P.)
| | - Emma Pozzi
- Oncology Unit, Ospedale Civile, 27058 Voghera, Italy;
| | - Alberto Malovini
- Laboratory of Informatics and System Engineering for Clinical Research, ICS Maugeri-IRCCS SpA SB, Via Maugeri 10, 27100 Pavia, Italy;
| | - Cristina Maria Teragni
- Medical Oncology Unit, ICS Maugeri-IRCCS SpA SB, 27100 Pavia, Italy; (F.S.); (C.M.T.); (R.P.); (G.S.); (B.T.); (E.B.); (A.B.)
| | - Raffaella Palumbo
- Medical Oncology Unit, ICS Maugeri-IRCCS SpA SB, 27100 Pavia, Italy; (F.S.); (C.M.T.); (R.P.); (G.S.); (B.T.); (E.B.); (A.B.)
| | - Giuseppe Saltalamacchia
- Medical Oncology Unit, ICS Maugeri-IRCCS SpA SB, 27100 Pavia, Italy; (F.S.); (C.M.T.); (R.P.); (G.S.); (B.T.); (E.B.); (A.B.)
- Department of Internal Medicine and Therapeutics, University of Pavia, 27100 Pavia, Italy
| | - Barbara Tagliaferri
- Medical Oncology Unit, ICS Maugeri-IRCCS SpA SB, 27100 Pavia, Italy; (F.S.); (C.M.T.); (R.P.); (G.S.); (B.T.); (E.B.); (A.B.)
| | - Emanuela Balletti
- Medical Oncology Unit, ICS Maugeri-IRCCS SpA SB, 27100 Pavia, Italy; (F.S.); (C.M.T.); (R.P.); (G.S.); (B.T.); (E.B.); (A.B.)
| | - Pietro Rinaldi
- Unit of Thoracic Surgery, IRCCS San Matteo Hospital Foundation, 27100 Pavia, Italy;
| | - Costanza Canino
- Medical Oncology Unit, IRCCS San Matteo Hospital Foundation, 27100 Pavia, Italy; (F.A.); (C.C.); (P.P.)
- Department of Internal Medicine and Therapeutics, University of Pavia, 27100 Pavia, Italy
| | - Paolo Pedrazzoli
- Medical Oncology Unit, IRCCS San Matteo Hospital Foundation, 27100 Pavia, Italy; (F.A.); (C.C.); (P.P.)
- Department of Internal Medicine and Therapeutics, University of Pavia, 27100 Pavia, Italy
| | - Antonio Bernardo
- Medical Oncology Unit, ICS Maugeri-IRCCS SpA SB, 27100 Pavia, Italy; (F.S.); (C.M.T.); (R.P.); (G.S.); (B.T.); (E.B.); (A.B.)
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Shan G, Meihe L, Minchao K, Rui Z, Xiaopeng W, Guangjian Z, Jin Z. Identification and validation of Osteopontin and receptor for hyaluronic acid-mediated motility (RHAMM, CD168) for potential immunotherapeutic significance of in lung squamous cell carcinoma. Int Immunopharmacol 2022; 107:108715. [PMID: 35334357 DOI: 10.1016/j.intimp.2022.108715] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 03/07/2022] [Accepted: 03/16/2022] [Indexed: 12/28/2022]
Abstract
BACKGROUND Lung cancer is the leading cause of cancer-related deaths. Immunotherapy is a promising therapeutic approach, but the population best suited to immunotherapy is yet to be determined. MATERIALS AND METHODS Lung squamous cell carcinoma (LUSC) was chosen as the object for the present study. Four gene expression profiles were retrieved from the GEO database. 141 differentially expressed genes (DEGs) were detected in LUSC tissues and normal tissues by the GEO2R tool and Venn diagram software. RESULTS 34 candidate genes were selected for further analysis. A Kaplan-Meier survival plot further isolated 29 of 34 genes and after re-validation using gene expression profiling interactive analysis and pathway enrichment, Bonferroni correction was used to adjust P values, results showed that two genes (CD168 and OPN) were markedly enriched in the extracellular matrix (ECM)-receptor interaction pathway. We believe this pathway and genes may be tightly involved in the LUSC tumor immune microenvironment. We conducted a further cellular study to knock-down OPN in H520 cells using siRNA. The expression of CD168 was reduced in siRNA-OPN H520 cells (P < 0.05). Our results indicate that the arrest of CD168 occurs after the downregulation of the OPN protein, suggesting that OPN participates in ECM-receptor interactions. CONCLUSIONS By using integrated bioinformatics, we have identified CD168 and OPN as DEGs with poor prognosis in LUSC and have validated their interaction in the ECM receptor pathway. These genes could be potential diagnostic and therapeutic targets for LUSC patients undergoing immunotherapy.
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Affiliation(s)
- Gao Shan
- Department of Thoracic Surgery, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China.
| | - Li Meihe
- Department of Renal Transplantation, First Affiliated Hospital of Xi'an Jiaotong University, 710061, China.
| | - Kang Minchao
- Health Science Center of Xi'an Jiaotong University, Xi'an 710061, China.
| | - Zhao Rui
- Department of Thoracic Surgery, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China.
| | - Wen Xiaopeng
- Department of Thoracic Surgery, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China.
| | - Zhang Guangjian
- Department of Thoracic Surgery, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China.
| | - Zheng Jin
- Department of Renal Transplantation, First Affiliated Hospital of Xi'an Jiaotong University, 710061, China.
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Real-World Effectiveness of Immunotherapies in Pre-Treated, Advanced Non-Small Cell Lung Cancer Patients: A Systematic Literature Review. Lung Cancer 2022; 166:205-220. [DOI: 10.1016/j.lungcan.2022.03.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 03/03/2022] [Accepted: 03/05/2022] [Indexed: 12/26/2022]
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21
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Liu N, Mao J, Tao P, Chi H, Jia W, Dong C. The relationship between NLR/PLR/LMR levels and survival prognosis in patients with non-small cell lung carcinoma treated with immune checkpoint inhibitors. Medicine (Baltimore) 2022; 101:e28617. [PMID: 35060536 PMCID: PMC8772656 DOI: 10.1097/md.0000000000028617] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 12/29/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND The relationship between neutrophil to lymphocyte ratio (NLR), platelet to lymphocyte ratio (PLR), and lymphocyte to monocyte ratio (LMR) and the dire prognosis of non-small cell lung carcinoma patients who received immune checkpoint inhibitors (ICIs) are not known yet. METHODS We screened the articles that meet the criteria from the database. The relationship between NLR/PLR/LMR levels and the survival and prognosis of non-small cell lung cancer patients treated with ICIs was analyzed. Summarize hazard ratio (HR) with 95% confidence interval (CI) to study progression-free survival (PFS) and overall survival (OS). RESULTS Thirty-four studies involving 3124 patients were enrolled in the final analysis. In short, high pre-treatment NLR was related to poor OS (HR = 2.13, 95% CI:1.74-2.61, P < .001, I2 = 83.3%, P < .001) and PFS (HR = 1.77, 95% CI:1.44-2.17, P < .001, I2 = 79.5%, P < .001). Simultaneously, high pre-treatment PLR was related to poor OS (HR = 1.49, 95% CI:1.17-1.91, P < .001, I2 = 57.6%, P = .003) and PFS (HR = 1.62, 95% CI:1.38-1.89, P < .001, I2 = 47.1%, P = .036). In all subgroup analysis, most subgroups showed that low LMR was related to poor OS (HR = 0.45, 95% CI: 0.34-0.59, P < .001) and PFS (HR = 0.60, 95% CI: 0.47-0.77, P < 0.001, I2 = 0.0%, P < .001). CONCLUSION High pre-treatment NLR and pre-treatment PLR in non-small cell lung carcinoma patients treated with ICIs are associated with low survival rates. Low pre-treatment and post-treatment LMR are also related to unsatisfactory survival outcomes. However, the significance of post-treatment NLR and post-treatment PLR deserve further prospective research to prove.
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22
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Patel K, Alpert N, Tuminello S, Taioli E. OUP accepted manuscript. JNCI Cancer Spectr 2022; 6:6528855. [PMID: 35603843 PMCID: PMC8935137 DOI: 10.1093/jncics/pkac015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 12/13/2021] [Accepted: 12/20/2021] [Indexed: 11/23/2022] Open
Abstract
Background Although immunotherapy can increase survival in non-small cell lung cancer (NSCLC), response rates are low. It is unclear which characteristics contribute to variability in immunotherapy efficacy and survival. Research is needed to identify reasons for heterogeneity in response rates to better tailor treatments. Methods Web of Science, Ovid EMBASE, and MEDLINE were queried from 2013 to January 2021, and all studies reporting overall or progression-free survival for patients treated with immunotherapy for NSCLC of at least stage IIIB were screened. Results Included were 18 randomized controlled trials (RCTs; 6534 immunotherapy RCTs; 11 192 nonimmunotherapy RCTs) and 16 observational studies (n = 9073 immunotherapy patients). Among RCTs, there was improved survival with the addition of immunotherapy in patients aged younger than 65 years in 10 of 17 studies; smokers in 8 of 15 studies; and males in 10 of 17 studies and 6 of 17 females. Only 5 studies reported outcomes by race. Among observational studies, younger patients (aged younger than 60, younger than 65, or younger than 70 years in most studies) had better survival than older patients (aged 60 years and older, 65 years and older, or 70 years and older) in 4 of 13 studies, ever-smokers in 7 of 13, and females in 2 of 14. Three studies reported race with mixed results. Conclusion Although evidence is mixed, younger patients, smokers, and males may derive more benefit from immunotherapy. Evidence on racial differences is limited. Physicians should be mindful of personal characteristics when formulating treatment plans. Further research is needed to understand underlying mechanisms and to identify the best immunotherapy candidates and alternative treatments for those unlikely to benefit.
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Affiliation(s)
- Krishna Patel
- Institute for Translational Epidemiology and Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Naomi Alpert
- Institute for Translational Epidemiology and Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Stephanie Tuminello
- Division of Epidemiology, New York University Grossman School of Medicine, New York, NY, USA
| | - Emanuela Taioli
- Institute for Translational Epidemiology and Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Institute for Translational Epidemiology and Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, Tisch Cancer Institute, New York, NY, USA
- Correspondence to: Emanuela Taioli, MD, PhD, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1133, New York, NY, 10029, USA (e-mail: )
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Kaira K, Imai H, Mouri A, Yamaguchi O, Kagamu H. Clinical Effectiveness of Immune Checkpoint Inhibitors in Non-Small-Cell Lung Cancer with a Poor Performance Status. MEDICINA (KAUNAS, LITHUANIA) 2021; 57:medicina57111273. [PMID: 34833490 PMCID: PMC8618581 DOI: 10.3390/medicina57111273] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 11/17/2021] [Indexed: 12/16/2022]
Abstract
Immune checkpoint inhibitors (ICIs) are standard treatments for patients with lung cancer. PD-1/PD-L1 or CTLA4 antibodies are chosen as the first-line therapy, contributing to the long-term survival and tolerability. Unlike molecular targeting agents, such as gefitinib, lung cancer patients with a poor performance status (PS) display unsatisfactory clinical improvements after ICI treatment. Several previous reports also demonstrated that the PS is identified as one of the most probable prognostic factors for predicting poor outcomes after ICI treatment. However, first-line pembrolizumab seemed to be effective for lung cancer patients with a PS of 2 if PD-L1 expression was greater than 50%. Currently, the induction of ICIs in patients with lung cancer with a poor PS is controversial. These problems are discussed in this review.
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Affiliation(s)
- Kyoichi Kaira
- Correspondence: ; Tel.: +81-42-984-4111; Fax: +81-42-984-4741
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Wu Y, Wu H, Lin M, Liu T, Li J. Factors associated with immunotherapy respond and survival in advanced non-small cell lung cancer patients. Transl Oncol 2021; 15:101268. [PMID: 34800914 PMCID: PMC8605342 DOI: 10.1016/j.tranon.2021.101268] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 11/04/2021] [Accepted: 11/08/2021] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVES This study aimed to explore factors associated with immunotherapy respond and survival in advanced non-small cell lung cancer (aNSCLC) patients treated with immune checkpoint inhibitors (ICIs). METHODS A total of 101 patients with aNSCLC receiving ICIs were included. The association between clinical factors and multiple endpoints including objective response rate (ORR), disease control rate (DCR), overall survival (OS) and progression-free survival (PFS) were investigated by multivariate analyses. RESULTS Multivariate logistic analyses revealed that clinical stage, lactate dehydrogena (LDH), and any grade immune-related adverse events (irAEs) were independent predictors of ORR, while LDH and ICIs treatment type were independent predictors of DCR. In Multivariate Cox analysis, Eastern Cooperative Oncology Group performance status (ECOG PS), LDH, albumin (Alb), platelet to lymphocyte ratio (PLR), and any grade irAEs were independent factors for OS. Similarly, clinical stage, LDH, Alb, and any grade irAEs were independent factors for PFS. Pre-treatment prognostic score was established based on clinical stage, ECOG PS, LDH, Alb and PLR to classify patients into three groups: the good group (0-1 score), the intermediate group (2 scores) and the poor group (3-4 scores). The immunotherapy response was significantly different in various prognostic groups. Subset analyses showed pre-treatment prognostic score ≥ 3 tended to have a strong negative impact on survival among patients with programmed cell death-ligand 1 (PD-L1) expression ≥ 50%. CONCLUSIONS Pre-treatment prognostic score based on clinical stage, ECOG PS, LDH, Alb and PLR may help to identify aNSCLC patients who may benefit from ICIs.
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Affiliation(s)
- Yahua Wu
- Department of Radiation Oncology, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou, China; Third Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Haishan Wu
- Department of Radiation Oncology, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou, China
| | - Mingqiang Lin
- Department of Radiation Oncology, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou, China; Third Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Tianxiu Liu
- Department of Radiation Oncology, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou, China; Third Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Jiancheng Li
- Department of Radiation Oncology, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou, China; Third Clinical Medical College, Fujian Medical University, Fuzhou, China.
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Zeng R, Liu F, Fang C, Yang J, Luo L, Yue P, Gao B, Dong Y, Xiang Y. PIV and PILE Score at Baseline Predict Clinical Outcome of Anti-PD-1/PD-L1 Inhibitor Combined With Chemotherapy in Extensive-Stage Small Cell Lung Cancer Patients. Front Immunol 2021; 12:724443. [PMID: 34777341 PMCID: PMC8586214 DOI: 10.3389/fimmu.2021.724443] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Accepted: 10/04/2021] [Indexed: 01/22/2023] Open
Abstract
Objectives The objective of this study is to evaluate whether PIV (Pan-Immune-Inflammation Value) and PILE [a score derived from PIV, lactate dehydrogenase (LDH), and Eastern Cooperative Oncology Group Performance Status (ECOG PS)] can predict clinical outcome of anti-PD-1/PD-L1 inhibitor combined with chemotherapy in patients with extensive-stage (ES) small cell lung cancer (SCLC). Methods A total of 53 patients with ES-SCLC in the control group of clinical trial (NCT03041311) were included in this study. PIV was calculated as follows: (neutrophil count × platelet count × monocyte count)/lymphocyte count. The PILE scores were composited based on PIV, LDH levels, and ECOG PS. The Kaplan–Meier method and Cox hazards regression models were used for survival analyses. Moreover, the predictive ability of PIV and PILE was validated in an independent real-world group consisting of 84 patients. Results Patients in the low PIV group (PIV < median) had longer progression-free survival (PFS) and overall survival (OS) than those in the high PIV group (PIV ≥ median), along with the HR, which was 2.157 and 2.359, respectively (PFS HR 95% CI: 1.181–3.940, p = 0.012; OS HR 95% CI: 1.168–4.762, p = 0.020). High PILE score was observed relating to worse treatment efficacy (disease control rate (DCR): 84.21% vs. 100%, p = 0.047; durable clinical benefit (DCB) rate: 10% vs. 48.5%, p = 0.060) and poor clinical outcome (median PFS: 4.75 vs. 5.53 m, p = 0.043; median OS: 7.13 vs. 15.93 m, p = 0.002). Similar results were obtained about the predictive and prognostic abilities of PIV and PILE scores in the validation group. Conclusions High PIV and high PILE were correlated with worse clinical outcomes in ES-SCLC patients treated with anti-PD-1/PD-L1 inhibitor combined with chemotherapy, reflecting that PIV and PILE might be useful to identify patients unlikely to benefit from anti-PD-1/PD-L1 therapy.
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Affiliation(s)
- Ran Zeng
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Fang Liu
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chen Fang
- Respiratory and Critical Care Medicine Department, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Jin Yang
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lifeng Luo
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ping Yue
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Beili Gao
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuchao Dong
- Respiratory and Critical Care Medicine Department, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Yi Xiang
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Respiratory Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Mountzios G, Samantas E, Senghas K, Zervas E, Krisam J, Samitas K, Bozorgmehr F, Kuon J, Agelaki S, Baka S, Athanasiadis I, Gaissmaier L, Elshiaty M, Daniello L, Christopoulou A, Pentheroudakis G, Lianos E, Linardou H, Kriegsmann K, Kosmidis P, El Shafie R, Kriegsmann M, Psyrri A, Andreadis C, Fountzilas E, Heussel CP, Herth FJ, Winter H, Emmanouilides C, Oikonomopoulos G, Meister M, Muley T, Bischoff H, Saridaki Z, Razis E, Perdikouri EI, Stenzinger A, Boukovinas I, Reck M, Syrigos K, Thomas M, Christopoulos P. Association of the advanced lung cancer inflammation index (ALI) with immune checkpoint inhibitor efficacy in patients with advanced non-small-cell lung cancer. ESMO Open 2021; 6:100254. [PMID: 34481329 PMCID: PMC8417333 DOI: 10.1016/j.esmoop.2021.100254] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 07/08/2021] [Accepted: 08/01/2021] [Indexed: 12/26/2022] Open
Abstract
Background The advanced lung cancer inflammation index [ALI: body mass index × serum albumin/neutrophil-to-lymphocyte ratio (NLR)] reflects systemic host inflammation, and is easily reproducible. We hypothesized that ALI could assist guidance of non-small-cell lung cancer (NSCLC) treatment with immune checkpoint inhibitors (ICIs). Patients and methods This retrospective study included 672 stage IV NSCLC patients treated with programmed death-ligand 1 (PD-L1) inhibitors alone or in combination with chemotherapy in 25 centers in Greece and Germany, and a control cohort of 444 stage IV NSCLC patients treated with platinum-based chemotherapy without subsequent targeted or immunotherapy drugs. The association of clinical outcomes with biomarkers was analyzed with Cox regression models, including cross-validation by calculation of the Harrell's C-index. Results High ALI values (>18) were significantly associated with longer overall survival (OS) for patients receiving ICI monotherapy [hazard ratio (HR) = 0.402, P < 0.0001, n = 460], but not chemo-immunotherapy (HR = 0.624, P = 0.111, n = 212). Similar positive correlations for ALI were observed for objective response rate (36% versus 24%, P = 0.008) and time-on-treatment (HR = 0.52, P < 0.001), in case of ICI monotherapy only. In the control cohort of chemotherapy, the association between ALI and OS was weaker (HR = 0.694, P = 0.0002), and showed a significant interaction with the type of treatment (ICI monotherapy versus chemotherapy, P < 0.0001) upon combined analysis of the two cohorts. In multivariate analysis, ALI had a stronger predictive effect than NLR, PD-L1 tumor proportion score, lung immune prognostic index, and EPSILoN scores. Among patients with PD-L1 tumor proportion score ≥50% receiving first-line ICI monotherapy, a high ALI score >18 identified a subset with longer OS and time-on-treatment (median 35 and 16 months, respectively), similar to these under chemo-immunotherapy. Conclusions The ALI score is a powerful prognostic and predictive biomarker for patients with advanced NSCLC treated with PD-L1 inhibitors alone, but not in combination with chemotherapy. Its association with outcomes appears to be stronger than that of other widely used parameters. For PD-L1-high patients, an ALI score >18 could assist the selection of cases that do not need addition of chemotherapy. ALI is prognostic and predictive for patients with advanced NSCLC treated with immunotherapy monotherapy, but not chemo-immunotherapy. Its association with outcomes is stronger than that of other parameters (PD-L1 TPS, NLR, lung immune prognostic index, EPSILoN). For PD-L1-high patients, an ALI score >18 could assist the selection of cases that do not need addition of chemotherapy.
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Affiliation(s)
- G Mountzios
- Fourth Oncology Department and Clinical Trials Unit, Henry Dunant Hospital Center, Athens, Greece.
| | - E Samantas
- Second Oncology Department, Metropolitan Hospital, Pireaus, Athens, Greece
| | - K Senghas
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany
| | - E Zervas
- 7th Pneumonology Department 'Sotiria' Hospital, Athens, Greece
| | - J Krisam
- Institute of Medical Biometry and Statistics, Heidelberg University Hospital, Heidelberg, Germany
| | - K Samitas
- Department of Medical Oncology, University of Irakleion School of Medicine, Iraklion, Greece
| | - F Bozorgmehr
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany
| | - J Kuon
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany
| | - S Agelaki
- Department of Medical Oncology, University of Irakleion School of Medicine, Iraklion, Greece
| | - S Baka
- Department of Medical Oncology, Interbalkan Medical Center, Thessaloniki, Greece
| | - I Athanasiadis
- Department of Medical Oncology, 'Mitera' Hospital, Athens, Greece
| | - L Gaissmaier
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - M Elshiaty
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - L Daniello
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany
| | - A Christopoulou
- Department of Medical Oncology, General Hospital of Patras 'Agios Andreas', Patras, Greece
| | - G Pentheroudakis
- Department of Medical Oncology, University of Ioannina School of Medicine, Ioannina, Greece
| | - E Lianos
- Department of Medical Oncology, 'Metaxa' Cancer Hospital, Pireaus, Greece
| | - H Linardou
- Fourth Oncology Department, Metropolitan Hospital, Pireaus, Athens, Greece
| | - K Kriegsmann
- Department of Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - P Kosmidis
- Second Oncology Department, 'Hygeia' Hospital, Athens, Greece
| | - R El Shafie
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - M Kriegsmann
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany; Department of Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - A Psyrri
- Department of Medical Oncology, 'Attikon' University Hospital, Athens, Greece
| | - C Andreadis
- Third Department of Medical Oncology, 'Theageneion' Cancer Hospital, Thessaloniki, Greece
| | - E Fountzilas
- Department of Medical Oncology, 'Euromedica' Clinic, Thessaloniki, Greece
| | - C-P Heussel
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - F J Herth
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - H Winter
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - C Emmanouilides
- Department of Medical Oncology, Interbalkan Medical Center, Thessaloniki, Greece
| | - G Oikonomopoulos
- Second Oncology Department, Metropolitan Hospital, Pireaus, Athens, Greece
| | - M Meister
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - T Muley
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - H Bischoff
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany
| | - Z Saridaki
- Department of Medical Oncology, 'Asclepius' Clinic, Iraklion, Greece
| | - E Razis
- Third Department of Medical Oncology, Hygeia Hospital, Athens, Greece
| | - E-I Perdikouri
- Department of Medical Oncology, 'Achilopouleio' General Hospital of Volos, Volos, Greece
| | - A Stenzinger
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany; Department of Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - I Boukovinas
- Department of Medical Oncology, 'Bioclinica' Hospital, Thessaloniki, Greece
| | - M Reck
- LungenClinic Großhansdorf GmbH, Großhansdorf, Germany; Airway Research Center North, German Center for Lung Research, Großhansdorf, Germany
| | - K Syrigos
- Department of Medical Oncology, Sotiria General Hospital of Athens, Athens, Greece
| | - M Thomas
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - P Christopoulos
- Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany.
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Mojsak D, Kuklińska B, Minarowski Ł, Mróz RM. Current state of knowledge on immunotherapy in ECOG PS 2 patients. A systematic review. Adv Med Sci 2021; 66:381-387. [PMID: 34315013 DOI: 10.1016/j.advms.2021.07.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 05/06/2021] [Accepted: 07/13/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Patients with Eastern Cooperative Oncology Group Performance Status 2 (ECOG PS 2) are not included in most randomized clinical trials and registry studies. Nevertheless, immune checkpoint inhibitors are registered in the USA and Europe regardless of the performance status. Evidence regarding the effectiveness and safety of such treatment in this cohort is sparse. METHODS Using PubMed (to July 2020), the relevant literature on the effect of ECOG PS 2 on the efficacy and safety of immunotherapy in patients with advanced non-small cell lung cancer (NSCLC) with ECOG PS 2 was searched. RESULTS A database search conducted using an international repository (PubMed) identified 191 records. Additional 3 records were identified through other sources. After pre-selection, 92 records were excluded, and 102 full-text articles were assessed for eligibility. With further exclusion of articles not meeting the inclusion criteria, 44 studies were entered into the qualitative synthesis. CONCLUSIONS Immunotherapy seems to be justified in PS 2 patients with NSCLC. This method of treatment has been proven to be safe and tolerable. However, outcomes in this population remain suboptimal and the impact of immunotherapy in this cohort is less dramatic. Multiple scales evaluating many factors beyond PS scores have been suggested to help stratify the PS 2 to reinforce the chance of achieving better treatment outcomes. Randomized trials are needed to determine the benefits of immune checkpoint inhibitors (ICIs) for patients with poor ECOG PS.
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Affiliation(s)
- Damian Mojsak
- 2nd Department of Lung Diseases and Tuberculosis, Medical University of Bialystok, Bialystok, Poland.
| | - Beata Kuklińska
- 2nd Department of Lung Diseases and Tuberculosis, Medical University of Bialystok, Bialystok, Poland
| | - Łukasz Minarowski
- 2nd Department of Lung Diseases and Tuberculosis, Medical University of Bialystok, Bialystok, Poland
| | - Robert Marek Mróz
- 2nd Department of Lung Diseases and Tuberculosis, Medical University of Bialystok, Bialystok, Poland
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Minohara K, Matoba T, Kawakita D, Takano G, Oguri K, Murashima A, Nakai K, Iwaki S, Hojo W, Matsumura A, Ozaki S, Ozawa T, Harata I, Tanaka N, Maseki S, Tsuge H, Imaizumi S, Mitsuya S, Moribe K, Esaki S, Iwasaki S. Novel Prognostic Score for recurrent or metastatic head and neck cancer patients treated with Nivolumab. Sci Rep 2021; 11:16992. [PMID: 34417539 PMCID: PMC8379150 DOI: 10.1038/s41598-021-96538-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 08/10/2021] [Indexed: 11/20/2022] Open
Abstract
Although several prognostic factors in nivolumab therapy have been reported in recurrent or metastatic head and neck cancer (RM-HNC) patients, these factors remain controversial. Here, we conducted a multicenter retrospective cohort study to investigate the impact of clinico-hematological factors on survival in RM-HNC patients treated with nivolumab. We reviewed 126 RM-HNC patients from seven institutes. We evaluated the prognostic effects of clinico-hematological factors on survival. The median overall survival (OS) was 12.3 months, and the 1 year-OS rate was 51.2%. Patients without immune-related adverse events, lower relative eosinophil count, worse best overall response, higher performance status, and higher modified Glasgow Prognostic Score had worse survival. The score, generated by combining these factors, was associated with survival. Patients with score of 4–5 had worse survival than those with score of 2–3 and 0–1 [adjusted HR for PFS: score of 4–5, 7.77 (3.98–15.15); score of 2–3, 3.44 (1.95–6.06), compared to score of 0–1], [adjusted HR for OS: score of 4–5, 14.66 (4.28–50.22); score of 2–3, 7.63 (2.29–25.37), compared to score of 0–1]. Our novel prognostic score utilizing clinico-hematological factors might be useful to establish an individual treatment strategy in RM-HNC patients treated with nivolumab therapy.
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Affiliation(s)
- Kiyoshi Minohara
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8601, Japan
| | - Takuma Matoba
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8601, Japan
| | - Daisuke Kawakita
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8601, Japan.
| | - Gaku Takano
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8601, Japan
| | - Keisuke Oguri
- Department of Otorhinolaryngology, Konan Kosei Hospital, Konan, Japan
| | - Akihiro Murashima
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8601, Japan
| | - Kazuhiro Nakai
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8601, Japan
| | - Sho Iwaki
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8601, Japan
| | - Wataru Hojo
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8601, Japan
| | - Ayano Matsumura
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8601, Japan
| | - Shinya Ozaki
- Department of Otorhinolaryngology, Konan Kosei Hospital, Konan, Japan
| | - Taijiro Ozawa
- Department of Otorhinolaryngology, Toyohashi Municipal Hospital, Toyohashi, Japan
| | - Ikuma Harata
- Department of Otorhinolaryngology, Kainan Hospital, Yatomi, Japan
| | - Nobukazu Tanaka
- Department of Otorhinolaryngology, Toyota Kosei Hospital, Toyota, Japan
| | - Shinichiro Maseki
- Department of Otorhinolaryngology, Toyota Kosei Hospital, Toyota, Japan
| | - Hiroshi Tsuge
- Department of Otorhinolaryngology, Anjo Kosei Hospital, Anjo, Japan
| | - Sae Imaizumi
- Department of Otorhinolaryngology, Anjo Kosei Hospital, Anjo, Japan
| | - Shoji Mitsuya
- Department of Otorhinolaryngology, Anjo Kosei Hospital, Anjo, Japan
| | - Kazuho Moribe
- Department of Otorhinolaryngology, Ichinomiya Municipal Hospital, Ichinomiya, Japan
| | - Shinichi Esaki
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8601, Japan
| | - Shinichi Iwasaki
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8601, Japan
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Guven DC, Aktepe OH, Taban H, Aktas BY, Guner G, Yildirim HC, Sahin TK, Aksun MS, Dizdar O, Aksoy S, Erman M, Yalcin S, Kilickap S. Lower prognostic nutritional index is associated with poorer survival in patients receiving immune checkpoint inhibitors. Biomark Med 2021; 15:1123-1130. [PMID: 34397271 DOI: 10.2217/bmm-2020-0674] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Aim: Blood-based biomarkers like prognostic nutritional index (PNI) are readily available biomarkers for immunotherapy efficacy, although the data are limited. So, we aimed to evaluate the association between PNI and overall survival (OS) in immunotherapy-treated patients. Materials & methods: For this retrospective cohort study, data of 150 immunotherapy-treated advanced cancer patients were evaluated. The association between clinical factors and OS was evaluated with multivariate Cox-regression analyses. Results: After a median follow-up of 8.5 months, 94 patients died. The median OS was 11.07 months. The low PNI (hazard ratio [HR]: 2.065; p = 0.001), high lactate dehydrogenase (HR: 2.515; p = 0.001) and poor Eastern Cooperative Oncology Group (ECOG) status (HR: 2.164; p = 0.009) was associated with poorer OS in multivariate analyses. Conclusion: In our experience, survival with immunotherapy was impaired in patients with lower PNI and higher lactate dehydrogenase levels and poorer ECOG status.
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Affiliation(s)
- Deniz C Guven
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey
| | - Oktay H Aktepe
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey
| | - Hakan Taban
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey
| | - Burak Y Aktas
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey
| | - Gurkan Guner
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey
| | - Hasan C Yildirim
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey
| | - Taha K Sahin
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey
| | - Melek S Aksun
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey
| | - Omer Dizdar
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey
| | - Sercan Aksoy
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey
| | - Mustafa Erman
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey
| | - Suayib Yalcin
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey
| | - Saadettin Kilickap
- Department of Medical Oncology, Hacettepe University Oncology Hospital, Ankara, Turkey.,Department of Medical Oncology, Istinye University, Istanbul, Turkey
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Zhao Q, Li B, Xu Y, Wang S, Zou B, Yu J, Wang L. Three models that predict the efficacy of immunotherapy in Chinese patients with advanced non-small cell lung cancer. Cancer Med 2021; 10:6291-6303. [PMID: 34390218 PMCID: PMC8446565 DOI: 10.1002/cam4.4171] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Revised: 06/30/2021] [Accepted: 07/01/2021] [Indexed: 12/19/2022] Open
Abstract
Background Many tools have been developed to predict the efficacy of immunotherapy, such as lung immune prognostic index (LIPI), EPSILoN [Eastern Cooperative Oncology Group performance status (ECOG PS), smoking, liver metastases, lactate dehydrogenase (LDH), neutrophil‐to‐lymphocyte ratio (NLR)], and modified lung immune predictive index (mLIPI) scores. The aim of this study was to determine the ability of three predictive scores to predict the outcomes in Chinese advanced non‐small cell lung cancer (aNSCLC) patients treated with immune checkpoint inhibitors (ICIs). Methods We retrospectively analyzed 429 patients with aNSCLC treated with ICIs at our institution. The predictive ability of these models was evaluated using area under the curve (AUC) in receiver operating characteristic curve (ROC) analysis. Calibration was assessed using the Hosmer–Lemeshow test (H–L test) and Spearman's correlation coefficient. Progression‐free survival (PFS) and overall survival (OS) curves were generated using the Kaplan–Meier method. Results The AUC values of LIPI, mLIPI, and EPSILoN scores predicting PFS at 6 months were 0.642 [95% confidence interval (CI):0.590–0.694], 0.720 (95% CI: 0.675–0.762), and 0.633 (95% CI: 0.585–0.679), respectively (p < 0.001 for all models). The AUC values of LIPI, mLIPI, and EPSILON scores predicting objective response rate (ORR) were 0.606 (95% CI: 0.546–0.665), 0.683 (95% CI: 0.637–0.727), and 0.666 (95% CI: 0.620–0.711), respectively (p < 0.001 for all models). The C‐indexes of LIPI, mLIPI, and EPSILoN scores for PFS were 0.627 (95% CI 0.611–6.643), 0.677 (95% CI 0.652–0.682), and 0.631 (95% CI 0.617–0.645), respectively. Conclusions As mLIPI scores had the highest accuracy when used to predict the outcomes in Chinese aNSCLC patients, this tool could be used to guide clinical immunotherapy decision‐making.
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Affiliation(s)
- Qian Zhao
- Cheeloo College of Medicine, Shandong University, Jinan, China.,Department of Radiation Oncology, Shandong Cancer Hospital and Institute (Shandong Cancer Hospital, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Butuo Li
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute (Shandong Cancer Hospital, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Yiyue Xu
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute (Shandong Cancer Hospital, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Shijiang Wang
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute (Shandong Cancer Hospital, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Bing Zou
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute (Shandong Cancer Hospital, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Jinming Yu
- Cheeloo College of Medicine, Shandong University, Jinan, China.,Department of Radiation Oncology, Shandong Cancer Hospital and Institute (Shandong Cancer Hospital, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Linlin Wang
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute (Shandong Cancer Hospital, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
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31
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Callejo A, Frigola J, Iranzo P, Carbonell C, Diaz N, Marmolejo D, Assaf JD, Cedrés S, Martinez-Marti A, Navarro A, Pardo N, Amat R, Felip E. Interrelations between Patients' Clinicopathological Characteristics and Their Association with Response to Immunotherapy in a Real-World Cohort of NSCLC Patients. Cancers (Basel) 2021; 13:3249. [PMID: 34209601 PMCID: PMC8268100 DOI: 10.3390/cancers13133249] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 06/22/2021] [Accepted: 06/25/2021] [Indexed: 12/11/2022] Open
Abstract
Immune checkpoint inhibitors (ICIs) have transformed non-small cell lung cancer (NSCLC) treatment. Unfortunately, only some patients benefit from these therapies. Thus, certain clinicopathological characteristics of the patients have been proposed as biomarkers of ICIs response. We assembled a retrospective cohort of 262 NSCLC patients treated with ICIs, compiled relevant clinicopathological characteristics, and studied their associations with treatment outcome using Cox proportional-hazards survival models. Additionally, we investigated the interrelations between clinicopathological features and devised a method to create a compendium associated with ICIs response by selecting those that provide non-redundant information. In multivariate analyses, ECOG performance status (hazard ratio (HR) 1.37 (95% CI 1.11 to 1.68), p < 0.005), LDH (HR 1.24 (95% CI 1.03 to 1.48), p = 0.02)) and PD-L1 negativity were associated with decreased PFS (HR 1.92 (95% CI 1.03 to 3.58), p < 0.04), whereas presentation of immune-related adverse events (irAEs) (HR 0.35 (95% CI 0.22 to 0.55, p < 0.005) or females (HR 0.52 (95% CI 0.33 to 0.80, p < 0.005) had longer progression-free survival. Additionally, numerous clinicopathological indicators were found to be interrelated. Thus, we searched for features that provide non-redundant information, and found the combination of LDH levels, irAEs, and gender to have a better association with ICIs treatment response (cross-validated c-index = 0.66). We concluded that several clinicopathological features showed prognostic value in our real-world cohort. However, some are interrelated, and compendiums of features should therefore consider these interactions. Joint assessment of LDH, irAEs, and gender may be a good prognostic compendium.
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Affiliation(s)
- Ana Callejo
- Clinical Research Department, Vall d’Hebron Institute of Oncology (VHIO), Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (A.C.); (P.I.); (N.D.); (J.D.A.); (S.C.); (A.M.-M.); (A.N.); (N.P.)
- Oncology Department, Vall d’Hebron University Hospital, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain;
| | - Joan Frigola
- Thoracic Cancers Translational Genomics Unit, Vall d’Hebron Institute of Oncology (VHIO), C/Nazaret 115-117, 08035 Barcelona, Spain; (J.F.); (C.C.)
| | - Patricia Iranzo
- Clinical Research Department, Vall d’Hebron Institute of Oncology (VHIO), Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (A.C.); (P.I.); (N.D.); (J.D.A.); (S.C.); (A.M.-M.); (A.N.); (N.P.)
- Oncology Department, Vall d’Hebron University Hospital, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain;
| | - Caterina Carbonell
- Thoracic Cancers Translational Genomics Unit, Vall d’Hebron Institute of Oncology (VHIO), C/Nazaret 115-117, 08035 Barcelona, Spain; (J.F.); (C.C.)
| | - Nely Diaz
- Clinical Research Department, Vall d’Hebron Institute of Oncology (VHIO), Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (A.C.); (P.I.); (N.D.); (J.D.A.); (S.C.); (A.M.-M.); (A.N.); (N.P.)
- Oncology Department, Vall d’Hebron University Hospital, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain;
| | - David Marmolejo
- Oncology Department, Vall d’Hebron University Hospital, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain;
| | - Juan David Assaf
- Clinical Research Department, Vall d’Hebron Institute of Oncology (VHIO), Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (A.C.); (P.I.); (N.D.); (J.D.A.); (S.C.); (A.M.-M.); (A.N.); (N.P.)
- Oncology Department, Vall d’Hebron University Hospital, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain;
| | - Susana Cedrés
- Clinical Research Department, Vall d’Hebron Institute of Oncology (VHIO), Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (A.C.); (P.I.); (N.D.); (J.D.A.); (S.C.); (A.M.-M.); (A.N.); (N.P.)
- Oncology Department, Vall d’Hebron University Hospital, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain;
| | - Alex Martinez-Marti
- Clinical Research Department, Vall d’Hebron Institute of Oncology (VHIO), Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (A.C.); (P.I.); (N.D.); (J.D.A.); (S.C.); (A.M.-M.); (A.N.); (N.P.)
- Oncology Department, Vall d’Hebron University Hospital, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain;
| | - Alejandro Navarro
- Clinical Research Department, Vall d’Hebron Institute of Oncology (VHIO), Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (A.C.); (P.I.); (N.D.); (J.D.A.); (S.C.); (A.M.-M.); (A.N.); (N.P.)
- Oncology Department, Vall d’Hebron University Hospital, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain;
| | - Nuria Pardo
- Clinical Research Department, Vall d’Hebron Institute of Oncology (VHIO), Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (A.C.); (P.I.); (N.D.); (J.D.A.); (S.C.); (A.M.-M.); (A.N.); (N.P.)
- Oncology Department, Vall d’Hebron University Hospital, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain;
| | - Ramon Amat
- Thoracic Cancers Translational Genomics Unit, Vall d’Hebron Institute of Oncology (VHIO), C/Nazaret 115-117, 08035 Barcelona, Spain; (J.F.); (C.C.)
| | - Enriqueta Felip
- Clinical Research Department, Vall d’Hebron Institute of Oncology (VHIO), Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (A.C.); (P.I.); (N.D.); (J.D.A.); (S.C.); (A.M.-M.); (A.N.); (N.P.)
- Oncology Department, Vall d’Hebron University Hospital, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain;
- Thoracic Cancers Translational Genomics Unit, Vall d’Hebron Institute of Oncology (VHIO), C/Nazaret 115-117, 08035 Barcelona, Spain; (J.F.); (C.C.)
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Rounis K, Makrakis D, Papadaki C, Monastirioti A, Vamvakas L, Kalbakis K, Gourlia K, Xanthopoulos I, Tsamardinos I, Mavroudis D, Agelaki S. Prediction of outcome in patients with non-small cell lung cancer treated with second line PD-1/PDL-1 inhibitors based on clinical parameters: Results from a prospective, single institution study. PLoS One 2021; 16:e0252537. [PMID: 34061904 PMCID: PMC8168865 DOI: 10.1371/journal.pone.0252537] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 05/17/2021] [Indexed: 01/06/2023] Open
Abstract
OBJECTIVE We prospectively recorded clinical and laboratory parameters from patients with metastatic non-small cell lung cancer (NSCLC) treated with 2nd line PD-1/PD-L1 inhibitors in order to address their effect on treatment outcomes. MATERIALS AND METHODS Clinicopathological information (age, performance status, smoking, body mass index, histology, organs with metastases), use and duration of proton pump inhibitors, steroids and antibiotics (ATB) and laboratory values [neutrophil/lymphocyte ratio, LDH, albumin] were prospectively collected. Steroid administration was defined as the use of > 10 mg prednisone equivalent for ≥ 10 days. Prolonged ATB administration was defined as ATB ≥ 14 days 30 days before or within the first 3 months of treatment. JADBio, a machine learning pipeline was applied for further multivariate analysis. RESULTS Data from 66 pts with non-oncogenic driven metastatic NSCLC were analyzed; 15.2% experienced partial response (PR), 34.8% stable disease (SD) and 50% progressive disease (PD). Median overall survival (OS) was 6.77 months. ATB administration did not affect patient OS [HR = 1.35 (CI: 0.761-2.406, p = 0.304)], however, prolonged ATBs [HR = 2.95 (CI: 1.62-5.36, p = 0.0001)] and the presence of bone metastases [HR = 1.89 (CI: 1.02-3.51, p = 0.049)] independently predicted for shorter survival. Prolonged ATB administration, bone metastases, liver metastases and BMI < 25 kg/m2 were selected by JADbio as the important features that were associated with increased probability of developing disease progression as response to treatment. The resulting algorithm that was created was able to predict the probability of disease stabilization (PR or SD) in a single individual with an AUC = 0.806 [95% CI:0.714-0.889]. CONCLUSIONS Our results demonstrate an adverse effect of prolonged ATBs on response and survival and underscore their importance along with the presence of bone metastases, liver metastases and low BMI in the individual prediction of outcomes in patients treated with immunotherapy.
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Affiliation(s)
- Konstantinos Rounis
- Department of Medical Oncology, University General Hospital, Heraklion, Crete, Greece
| | - Dimitrios Makrakis
- Department of Medical Oncology, University General Hospital, Heraklion, Crete, Greece
- Division of Oncology, University of Washington Medical School, Seattle, Washington, United States of America
| | - Chara Papadaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Crete, Greece
| | - Alexia Monastirioti
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Crete, Greece
| | - Lambros Vamvakas
- Department of Medical Oncology, University General Hospital, Heraklion, Crete, Greece
| | - Konstantinos Kalbakis
- Department of Medical Oncology, University General Hospital, Heraklion, Crete, Greece
| | - Krystallia Gourlia
- Department of Computer Science, University of Crete, Heraklion, Crete, Greece
| | | | - Ioannis Tsamardinos
- Department of Computer Science, University of Crete, Heraklion, Crete, Greece
| | - Dimitrios Mavroudis
- Department of Medical Oncology, University General Hospital, Heraklion, Crete, Greece
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Crete, Greece
| | - Sofia Agelaki
- Department of Medical Oncology, University General Hospital, Heraklion, Crete, Greece
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Crete, Greece
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Kauffmann-Guerrero D, Kahnert K, Kiefl R, Sellmer L, Walter J, Behr J, Tufman A. Systemic inflammation and pro-inflammatory cytokine profile predict response to checkpoint inhibitor treatment in NSCLC: a prospective study. Sci Rep 2021; 11:10919. [PMID: 34035415 PMCID: PMC8149421 DOI: 10.1038/s41598-021-90397-y] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 05/09/2021] [Indexed: 12/26/2022] Open
Abstract
Treatment with single agent immune checkpoint inhibitors (ICIs) has tremendously changed second line therapy in NSCLC. However, there are still no reliable biomarkers predicting response and survival in this group of patients. PD-L1 revealed to be a correlating, but no perfect marker. Therefore, we sought to investigate in this prospective study, whether inflammation status and cytokine profile could serve as additional biomarkers guiding treatment decision for single agent ICIs in NSCLC. 29 stage IV NSCLC patients receiving single agent PD-1 checkpoint-inhibitor in second line were prospectively enrolled. Inflammatory scores and cytokine profiles (IL-6, IL-8, IL-10, IFN-γ and TNFα) have been obtained before treatment and at the time of the first staging. Cytokine profiles were correlated with response and survival. Patients with signs of pre-therapeutic inflammation (elevated, NLR, SII, IL-6, IL-8) showed significantly lower response to ICI treatment and reduced PFS. Contrary, elevated levels of IFN-γ revealed to characterize a subgroup of patients, who significantly benefits from ICI treatment. Furthermore, low systemic inflammation and high levels of IFN-γ characterized patients with long term-response to ICI treatment. Pre-therapeutic assessment of inflammation and cytokine profiles has the ability to predict response and survival in NSCLC patients treated with single agent ICIs.
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Affiliation(s)
- Diego Kauffmann-Guerrero
- Divison of Respiratory Medicine and Thoracic Oncology, Department of Internal Medicine V and Thoracic Oncology Centre Munich (TOM), University of Munich (LMU), Munich, Germany. .,Comprehensive Pneumology Center Munich (CPC-M), Member of the German Center for Lung Research (DZL), Munich, Germany. .,Department of Respiratory Medicine and Thoracic Oncology, Hospital of the University of Munich, Ziemssenstraße 1, 80336, Munich, Germany.
| | - Kathrin Kahnert
- Divison of Respiratory Medicine and Thoracic Oncology, Department of Internal Medicine V and Thoracic Oncology Centre Munich (TOM), University of Munich (LMU), Munich, Germany.,Comprehensive Pneumology Center Munich (CPC-M), Member of the German Center for Lung Research (DZL), Munich, Germany
| | - Rosemarie Kiefl
- Divison of Respiratory Medicine and Thoracic Oncology, Department of Internal Medicine V and Thoracic Oncology Centre Munich (TOM), University of Munich (LMU), Munich, Germany
| | - Laura Sellmer
- Divison of Respiratory Medicine and Thoracic Oncology, Department of Internal Medicine V and Thoracic Oncology Centre Munich (TOM), University of Munich (LMU), Munich, Germany
| | - Julia Walter
- Divison of Respiratory Medicine and Thoracic Oncology, Department of Internal Medicine V and Thoracic Oncology Centre Munich (TOM), University of Munich (LMU), Munich, Germany
| | - Jürgen Behr
- Divison of Respiratory Medicine and Thoracic Oncology, Department of Internal Medicine V and Thoracic Oncology Centre Munich (TOM), University of Munich (LMU), Munich, Germany.,Comprehensive Pneumology Center Munich (CPC-M), Member of the German Center for Lung Research (DZL), Munich, Germany
| | - Amanda Tufman
- Divison of Respiratory Medicine and Thoracic Oncology, Department of Internal Medicine V and Thoracic Oncology Centre Munich (TOM), University of Munich (LMU), Munich, Germany.,Comprehensive Pneumology Center Munich (CPC-M), Member of the German Center for Lung Research (DZL), Munich, Germany
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34
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Mezquita L, Preeshagul I, Auclin E, Saravia D, Hendriks L, Rizvi H, Park W, Nadal E, Martin-Romano P, Ruffinelli JC, Ponce S, Audigier-Valette C, Carnio S, Blanc-Durand F, Bironzo P, Tabbò F, Reale ML, Novello S, Hellmann MD, Sawan P, Girshman J, Plodkowski AJ, Zalcman G, Majem M, Charrier M, Naigeon M, Rossoni C, Mariniello A, Paz-Ares L, Dingemans AM, Planchard D, Cozic N, Cassard L, Lopes G, Chaput N, Arbour K, Besse B. Predicting immunotherapy outcomes under therapy in patients with advanced NSCLC using dNLR and its early dynamics. Eur J Cancer 2021; 151:211-220. [PMID: 34022698 DOI: 10.1016/j.ejca.2021.03.011] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 02/16/2021] [Accepted: 03/01/2021] [Indexed: 01/17/2023]
Abstract
BACKGROUND dNLR at the baseline (B), defined by neutrophils/[leucocytes-neutrophils], correlates with immune-checkpoint inhibitor (ICI) outcomes in advanced non-small-cell lung cancer (aNSCLC). However, dNLR is dynamic under therapy and its longitudinal assessment may provide data predicting efficacy. We sought to examine the impact of dNLR dynamics on ICI efficacy and understand its biological significance. PATIENTS AND METHODS aNSCLC patients receiving ICI at 17 EU/US centres were included [Feb/13-Jun/18]. As chemotherapy-only group was evaluated (NCT02105168). dNLR was determined at (B) and at cycle2 (C2) [dNLR≤3 = low]. B+C2 dNLR were combined in one score: good = low (B+C2), poor = high (B+C2), intermediate = other situations. In 57 patients, we prospectively explored the immunophenotype of circulating neutrophils, particularly the CD15+CD244-CD16lowcells (immature) by flow cytometry. RESULTS About 1485 patients treatment with ICI were analysed. In ICI-treated patients, high dNLR (B) (~1/3rd) associated with worse progression-free (PFS)/overall survival (OS) (HR 1.56/HR 2.02, P < 0.0001) but not with chemotherapy alone (N = 173). High dNLR at C2 was associated with worse PFS/OS (HR 1.64/HR 2.15, P < 0.0001). When dNLR at both time points were considered together, those with persistently high dNLR (23%) had poor survival (mOS = 5 months (mo)), compared with high dNLR at one time point (22%; mOS = 9.2mo) and persistently low dNLR (55%; mOS = 18.6mo) (P < 0.0001). The dNLR impact remained significant after PD-L1 adjustment. By cytometry, high rate of immature neutrophils (B) (30/57) correlated with poor PFS/OS (P = 0.04; P = 0.0007), with a 12-week death rate of 49%. CONCLUSION The dNLR (B) and its dynamics (C2) under ICI associate with ICI outcomes in aNSCLC. Persistently high dNLR (B+C2) correlated with early ICI failure. Immature neutrophils may be a key subpopulation on ICI resistance.
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Affiliation(s)
- Laura Mezquita
- Cancer Medicine Department, Gustave Roussy, Villejuif, France; Medical Oncology Department, Hospital Clínic, Barcelona, Spain; Translational Genomics and Targeted Therapeutics in Solid Tumors, August Pi I Sunyer Biomedical Research Institute, Barcelona, Spain. https://twitter.com/LauraMezquitaMD
| | - Isabel Preeshagul
- Department of Medicine, Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center NY, USA
| | - Edouard Auclin
- Medical and Gastrointestinal Oncology Department, Georges Pompidou Hospital, Paris, France
| | - Diana Saravia
- Medical Oncology Department Sylvester Comprehensive Cancer Center, University of Miami
| | - Lizza Hendriks
- Cancer Medicine Department, Gustave Roussy, Villejuif, France; Pulmonary Diseases GROW- School for Oncology and Biology, Maastricht UMC+, Maastricht, the Netherlands
| | - Hira Rizvi
- Department of Medicine, Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center NY, USA
| | - Wungki Park
- Medical Oncology Department Sylvester Comprehensive Cancer Center, University of Miami
| | - Ernest Nadal
- Medical Oncology Department, Catalan Institute of Oncology, L'Hospitalet, Barcelona Spain
| | | | - Jose C Ruffinelli
- Medical Oncology Department, Catalan Institute of Oncology, L'Hospitalet, Barcelona Spain
| | - Santiago Ponce
- Medical Oncology Department, Hospital 12 Octubre, Madrid, Spain
| | | | - Simona Carnio
- Thoracic Oncology Unit, Department of Oncology, University of Turin, AOU San Luigi, Orbassano (TO) Italy
| | | | - Paolo Bironzo
- Thoracic Oncology Unit, Department of Oncology, University of Turin, AOU San Luigi, Orbassano (TO) Italy
| | - Fabrizio Tabbò
- Thoracic Oncology Unit, Department of Oncology, University of Turin, AOU San Luigi, Orbassano (TO) Italy
| | - Maria Lucia Reale
- Thoracic Oncology Unit, Department of Oncology, University of Turin, AOU San Luigi, Orbassano (TO) Italy
| | - Silvia Novello
- Thoracic Oncology Unit, Department of Oncology, University of Turin, AOU San Luigi, Orbassano (TO) Italy
| | - Matthew D Hellmann
- Department of Medicine, Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center NY, USA
| | - Peter Sawan
- Department of Radiology, Memorial Sloan Kettering Cancer Center NY, USA
| | - Jeffrey Girshman
- Department of Radiology, Memorial Sloan Kettering Cancer Center NY, USA
| | | | - Gerard Zalcman
- Thoracic Oncology Department, CIC1425/CLIP2 Paris-Nord, Hôpital Bichat- Claude Bernard, Paris, France
| | - Margarita Majem
- Medical Oncology Department, Hospital San Pau, Barcelona, Spain
| | - Melinda Charrier
- Laboratory of Immunomonitoring in Oncology, UMS3655 CNRS US 23 INSERM, Gustave Roussy, Villejuif, France
| | - Marie Naigeon
- Laboratory of Immunomonitoring in Oncology, UMS3655 CNRS US 23 INSERM, Gustave Roussy, Villejuif, France
| | | | - AnnaPaola Mariniello
- Thoracic Oncology Unit, Department of Oncology, University of Turin, AOU San Luigi, Orbassano (TO) Italy
| | - Luis Paz-Ares
- Medical Oncology Department, Hospital 12 Octubre, Madrid, Spain
| | | | - David Planchard
- Cancer Medicine Department, Gustave Roussy, Villejuif, France
| | | | - Lydie Cassard
- Laboratory of Immunomonitoring in Oncology, UMS3655 CNRS US 23 INSERM, Gustave Roussy, Villejuif, France
| | - Gilberto Lopes
- Medical Oncology Department Sylvester Comprehensive Cancer Center, University of Miami
| | - Nathalie Chaput
- Laboratory of Immunomonitoring in Oncology, UMS3655 CNRS US 23 INSERM, Gustave Roussy, Villejuif, France; University Paris-Saclay, School of Pharmacy, France
| | - Kathryn Arbour
- Department of Medicine, Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center NY, USA
| | - Benjamin Besse
- Cancer Medicine Department, Gustave Roussy, Villejuif, France; University Paris-Saclay, School of Medicine, France.
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Rebuzzi SE, Signori A, Banna GL, Maruzzo M, De Giorgi U, Pedrazzoli P, Sbrana A, Zucali PA, Masini C, Naglieri E, Procopio G, Merler S, Tomasello L, Fratino L, Baldessari C, Ricotta R, Panni S, Mollica V, Sorarù M, Santoni M, Cortellini A, Prati V, Soto Parra HJ, Stellato M, Atzori F, Pignata S, Messina C, Messina M, Morelli F, Prati G, Nolè F, Vignani F, Cavo A, Roviello G, Pierantoni F, Casadei C, Bersanelli M, Chiellino S, Paolieri F, Perrino M, Brunelli M, Iacovelli R, Porta C, Buti S, Fornarini G. Inflammatory indices and clinical factors in metastatic renal cell carcinoma patients treated with nivolumab: the development of a novel prognostic score (Meet-URO 15 study). Ther Adv Med Oncol 2021; 13:17588359211019642. [PMID: 34046089 PMCID: PMC8135208 DOI: 10.1177/17588359211019642] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 05/05/2021] [Indexed: 02/06/2023] Open
Abstract
Background: Despite the survival advantage, not all metastatic renal cell carcinoma (mRCC) patients achieve a long-term benefit from immunotherapy. Moreover, the identification of prognostic biomarkers is still an unmet clinical need. Methods: This multicenter retrospective study investigated the prognostic role of peripheral-blood inflammatory indices and clinical factors to develop a novel prognostic score in mRCC patients receiving at least second-line nivolumab. The complete blood count before the first cycle of therapy was assessed by calculating neutrophil-to-lymphocyte ratio (NLR), derived NLR (dNLR), lymphocyte-to-monocyte ratio (LMR), platelet-to-lymphocyte ratio (PLR), systemic inflammation index (SII), and systemic inflammation response index (SIRI). Clinical factors included pre-treatment International Metastatic RCC Database Consortium (IMDC) score, line of therapy, and metastatic sites. Results: From October 2015 to November 2019, 571 mRCC patients received nivolumab as second- and further-line treatment in 69% and 31% of cases. In univariable and multivariable analyses all inflammatory indices, IMDC score, and bone metastases significantly correlated with overall survival (OS). The multivariable model with NLR, IMDC score, and bone metastases had the highest c-index (0.697) and was chosen for the developing of the score (Schneeweiss scoring system). After internal validation (bootstrap re-sampling), the final index (Meet-URO score) composed by NLR, IMDC score, and bone metastases had a c-index of 0.691. It identified five categories with distinctive OSs: group 1 (median OS – mOS = not reached), group 2 (mOS = 43.9 months), group 3 (mOS = 22.4 months), group 4 (mOS = 10.3 months), and group 5 (mOS = 3.2 months). Moreover, the Meet-URO score allowed for a fine risk-stratification across all three IMDC groups. Conclusion: The Meet-URO score allowed for the accurate stratification of pretreated mRCC patients receiving nivolumab and is easily applicable for clinical practice at no additional cost. Future steps include its external validation, the assessment of its predictivity, and its application to first-line combinations.
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Affiliation(s)
- Sara Elena Rebuzzi
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino of Genova, Largo Rosanna Benzi 10, Genova, 16132, Italy
| | - Alessio Signori
- Department of Health Sciences, Section of Biostatistics, University of Genova, Genova, Italy
| | - Giuseppe Luigi Banna
- Department of Oncology, Portsmouth Hospitals University NHS Trust, Portsmouth, UK Cannizzaro Hospital, Catania, Italy
| | - Marco Maruzzo
- Medical Oncology 1 Unit, Department of Oncology, Istituto Oncologico Veneto IOV IRCCS, Padova, Italy
| | - Ugo De Giorgi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Paolo Pedrazzoli
- Medical Oncology Unit, IRCCS Policlinico San Matteo, Pavia, Italy
| | - Andrea Sbrana
- Medical Oncology Unit 2, Azienda Ospedaliera Universitaria Pisana, Pisa, Italy
| | - Paolo Andrea Zucali
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milano, Italy
| | - Cristina Masini
- Medical Oncology Unit, AUSL-IRCCS of Reggio Emilia, Reggio Emilia, Italy
| | - Emanuele Naglieri
- Division of Medical Oncology, IRCCS Istituto Tumori "Giovanni Paolo II", Bari, Italy
| | - Giuseppe Procopio
- SS Oncologia Medica Genitourinaria, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Sara Merler
- Department of Oncology, Azienda Ospedaliera Universitaria Integrata di Verona, University of Verona,Verona, Italy
| | - Laura Tomasello
- Academic Unit of Medical Oncology, IRCCS Ospedale Policlinico San Martino of Genova, Genova, Italy
| | - Lucia Fratino
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano CRO-IRCCS, Aviano, Italy
| | - Cinzia Baldessari
- Medical Oncology Unit, Department of Oncology and Hemathology, University Hospital of Modena, Modena, Italy
| | - Riccardo Ricotta
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milano, Italy
| | - Stefano Panni
- Medical Oncology Unit, ASST - Istituti Ospitalieri Cremona Hospital, Cremona, Italy
| | - Veronica Mollica
- Oncologia Medica, Azienda Ospedaliero-Universitaria of Bologna, Bologna, Italy
| | - Maria Sorarù
- U.O. Oncologia, Ospedale di Camposampiero, Italy
| | | | - Alessio Cortellini
- Department of Biotechnology and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | | | - Hector Josè Soto Parra
- Department of Oncology, Medical Oncology, University Hospital Policlinico-San Marco, Catania, Italy
| | - Marco Stellato
- Department of Medical Oncology, Università Campus Bio-Medico of Roma, Rome, Italy
| | - Francesco Atzori
- Medical Oncology Department, University Hospital, University of Cagliari, Cagliari, Italy
| | - Sandro Pignata
- Department of Urology and Gynecology, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, Napoli, Italy
| | - Carlo Messina
- Medical Oncology Department, Santa Chiara Hospital, Trento, Italy
| | - Marco Messina
- UOC Oncologia Medica, Istituto Fondazione G. Giglio, Cefalù, Italy
| | - Franco Morelli
- Medical Oncology Department, Casa Sollievo Della Sofferenza Hospital, IRCCS, San Giovanni Rotondo, Italy
| | - Giuseppe Prati
- Department of oncology and advanced technologies AUSL - IRCCS Reggio Emilia, Reggio Emilia, Italy
| | - Franco Nolè
- Medical Oncology Division of Urogenital & Head & Neck Tumors, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Francesca Vignani
- Division of Medical Oncology, Ordine Mauriziano Hospital, Torino, Italy
| | - Alessia Cavo
- Oncology Unit, Villa Scassi Hospital, Genova, Italy
| | - Giandomenico Roviello
- Department of Health Sciences, Section of Clinical Pharmacology and Oncology, University of Firenze, Firenze, Italy
| | - Francesco Pierantoni
- Medical Oncology 1 Unit, Department of Oncology, Istituto Oncologico Veneto IOV IRCCS, Padova, Italy
| | - Chiara Casadei
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | | | - Silvia Chiellino
- Medical Oncology Unit, IRCCS Policlinico San Matteo, Pavia, Italy
| | - Federico Paolieri
- Medical Oncology Unit 2, Azienda Ospedaliera Universitaria Pisana, Pisa, Italy
| | - Matteo Perrino
- Department of Oncology, IRCCS, Humanitas Clinical and Research Center, Rozzano, Milano, Italy
| | - Matteo Brunelli
- Department of Diagnostics and Public Health, Pathology Unit, University and Hospital Trust of Verona, Verona, Italy
| | - Roberto Iacovelli
- Medical Oncology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Camillo Porta
- Chair of Oncology, Department of Biomedical Sciences and Human Oncology, University of Bari 'A. Moro', Bari, Italy
| | - Sebastiano Buti
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Giuseppe Fornarini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino of Genova, Genova, Italy
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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: 19] [Impact Index Per Article: 6.3] [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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Indini A, Rijavec E, Grossi F. Circulating Biomarkers of Response and Toxicity of Immunotherapy in Advanced Non-Small Cell Lung Cancer (NSCLC): A Comprehensive Review. Cancers (Basel) 2021; 13:cancers13081794. [PMID: 33918661 PMCID: PMC8070633 DOI: 10.3390/cancers13081794] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 04/02/2021] [Accepted: 04/03/2021] [Indexed: 01/15/2023] Open
Abstract
Simple Summary Although immunotherapy has dramatically revolutionized non-small cell lung cancer (NSCLC) treatment, not all the patients will benefit from this innovative therapy. The identification of potential biomarkers able to predict efficacy and toxicity of immunotherapy represents an urgent need for tailored treatment regimens. Liquid biopsy is a minimally invasive and economical tool that could provide important information about patients’ selection and treatment monitoring. Currently, several blood biomarkers are under investigation (circulating immune and tumor cells, soluble immunological mediators, peripheral blood cells). Prospective clinical trials are needed to validate their use in clinical practice. Abstract Immune checkpoint inhibitors (ICIs) targeting the programmed cell death (PD)-1 protein and its ligand, PD-L1, and cytotoxic T-lymphocyte-associated antigen (CTLA)-4, have revolutionized the management of patients with advanced non-small cell lung cancer (NSCLC). Unfortunately, only a small portion of NSCLC patients respond to these agents. Furthermore, although immunotherapy is usually well tolerated, some patients experience severe immune-related adverse events (irAEs). Liquid biopsy is a non-invasive diagnostic procedure involving the isolation of circulating biomarkers, such as circulating tumor cells (CTC), cell-free DNA (cfDNA), and microRNAs (miRNAs). Thanks to recent advances in technologies, such as next-generation sequencing (NGS) and digital polymerase chain reaction (dPCR), liquid biopsy has become a useful tool to provide baseline information on the tumor, and to monitor response to treatments. This review highlights the potential role of liquid biomarkers in the selection of NSCLC patients who could respond to immunotherapy, and in the identification of patients who are most likely to experience irAEs, in order to guide improvements in care.
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Affiliation(s)
- Alice Indini
- Medical Oncology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy;
| | - Erika Rijavec
- Medical Oncology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy;
- Correspondence:
| | - Francesco Grossi
- Unit of Medical Oncology, Department of Medicine and Surgery, University of Insubria, ASST dei Sette Laghi, 21100 Varese, Italy;
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Immunotherapy in patients with non-small cell lung cancer with ECOG PS 2. Contemp Oncol (Pozn) 2021; 25:53-56. [PMID: 33911982 PMCID: PMC8063900 DOI: 10.5114/wo.2021.105031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 11/05/2020] [Indexed: 02/05/2023] Open
Abstract
Immunotherapy is a new and very promising method of anti-cancer treatment. Unfortunately, not every patient can benefit from this treatment. The Polish drug program determines the selection of patients based on PD-L1 expression and the performance status assessed with the use of Eastern Cooperative Oncology Group Performance Status (ECOG PS) score. Patients with ECOG PS 2 represent a significant proportion of the cancer population, one which is overlooked in most clinical trials of immunotherapy. Often, a reduced performance status is the only factor that excludes the patient from treatment with immunotherapy. Choosing the optimal method of treatment in patients with a worse general condition and with multiple diseases may be a significant problem for the doctor. Assessment of performance status may be a particular problem because not every patient has a worse PS score for the same reasons. In this study, we analyse the results of treatment of patients with a poorer performance status to date, and we present tools that improve the precise assessment of the degree of the performance status, which may enable more patients to access novel lung cancer treatments.
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Sangaletti S, Ferrara R, Tripodo C, Garassino MC, Colombo MP. Myeloid cell heterogeneity in lung cancer: implication for immunotherapy. Cancer Immunol Immunother 2021; 70:2429-2438. [PMID: 33797567 PMCID: PMC8017108 DOI: 10.1007/s00262-021-02916-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 03/13/2021] [Indexed: 12/14/2022]
Abstract
Lung is a specialized tissue where metastases from primary lung tumors takeoff and those originating from extra-pulmonary sites land. One commonality characterizing these processes is the supportive role exerted by myeloid cells, particularly neutrophils, whose recruitment is facilitated in this tissue microenvironment. Indeed, neutrophils have important part in the pathophysiology of this organ and the key mechanisms regulating neutrophil expansion and recruitment during infection can be co-opted by tumor cells to promote growth and metastasis. Although neutrophils dominate the myeloid landscape of lung cancer other populations including macrophages, dendritic cells, mast cells, basophils and eosinophils contribute to the complexity of lung cancer TME. In this review, we discuss the origin and significance of myeloid cells heterogeneity in lung cancer, which translates not only in a different frequency of immune populations but it encompasses state of activation, morphology, localization and mutual interactions. The relevance of such heterogeneity is considered in the context of tumor growth and response to immunotherapy.
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Affiliation(s)
- Sabina Sangaletti
- Department of Research, Molecular Immunology Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori, via Amadeo 42, 20133, Milano, Italy
| | - Roberto Ferrara
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Claudio Tripodo
- Tumor Immunology Unit, University of Palermo, Palermo, Italy.,FIRC Institute of Molecular Oncology (IFOM), Milano, Italy
| | - Marina Chiara Garassino
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Mario Paolo Colombo
- Department of Research, Molecular Immunology Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori, via Amadeo 42, 20133, Milano, Italy.
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Guven DC, Yildirim HC, Bilgin E, Aktepe OH, Taban H, Sahin TK, Cakir IY, Akin S, Dizdar O, Aksoy S, Yalcin S, Erman M, Kilickap S. PILE: a candidate prognostic score in cancer patients treated with immunotherapy. Clin Transl Oncol 2021; 23:1630-1636. [PMID: 33586122 DOI: 10.1007/s12094-021-02560-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 01/26/2021] [Indexed: 02/08/2023]
Abstract
BACKGROUND Although the immune checkpoint inhibitors (ICIs) became a vital part of cancer care, many patients do not respond to treatment, indicating need for biomarkers. The Pan-Immune-Inflammation Value (PIV) is a recently developed peripheral blood count-based biomarker. Herein, we evaluated a PIV-based candidate scoring system as a prognostic biomarker in ICI-treated patients. METHODS A total of 120 advanced cancer patients treated with anti-PD-1 or anti-PD-L1 inhibitors for any cancer type were included in this study. The PILE scoring system incorporating the PIV (< median vs. ≥ median), lactate dehydrogenase levels (normal vs. > normal) and Eastern Cooperative Oncology Group performance status (0 vs. ≥ 1) was constructed from the multivariate analyses and used for stratification. The association between overall survival (OS), progression-free survival and PILE risk category was evaluated with multivariate analysis. RESULTS The median follow-up was 9.62 months and the median OS of all cohort were 12.42 ± 2.75 months. Patients with higher PIV had significantly decreased OS (7.75 ± 1.64 vs. 18.63 ± 4.26 months, p = 0.037). The patients in the PILE high-risk group (PILE score 2-3) had decreased OS (18.63 ± 4.02 vs. 5.09 ± 1.23 months, HR: 2.317, 95% CI: 1.450-3.700, p < 0.001) and PFS (7.69 ± 1.30 vs. 2.69 ± 0.65 months, HR: 1.931, 95% CI: 1.263-2.954, p = 0.002) compared to PILE low-risk group (PILE score 0-1). The Harrell C-Index values were 0.65 and 0.61 for OS and PFS prediction, respectively. CONCLUSION In this study, we demonstrated a decreased overall survival in ICI-treated patients with a higher PILE score. If prospective studies validate our results, PILE score could be a biomarker for immunotherapy.
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Affiliation(s)
- D C Guven
- Hacettepe University Cancer Institute, Ankara, Turkey. .,Department of Medical Oncology, Hacettepe University Cancer Institute, 06100, Sihhiye, Ankara, Turkey.
| | - H C Yildirim
- Hacettepe University Cancer Institute, Ankara, Turkey
| | - E Bilgin
- Department of Internal Medicine, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - O H Aktepe
- Hacettepe University Cancer Institute, Ankara, Turkey
| | - H Taban
- Hacettepe University Cancer Institute, Ankara, Turkey
| | - T K Sahin
- Department of Internal Medicine, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - I Y Cakir
- Department of Internal Medicine, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - S Akin
- Hacettepe University Cancer Institute, Ankara, Turkey
| | - O Dizdar
- Hacettepe University Cancer Institute, Ankara, Turkey
| | - S Aksoy
- Hacettepe University Cancer Institute, Ankara, Turkey
| | - S Yalcin
- Hacettepe University Cancer Institute, Ankara, Turkey
| | - M Erman
- Hacettepe University Cancer Institute, Ankara, Turkey
| | - S Kilickap
- Hacettepe University Cancer Institute, Ankara, Turkey
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West H. Prognostic models for immunotherapy: emerging factors for an evolving treatment landscape. Transl Lung Cancer Res 2021; 10:9-12. [PMID: 33569288 PMCID: PMC7867764 DOI: 10.21037/tlcr-2020-17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Howard West
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
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Lobefaro R, Viscardi G, Di Liello R, Massa G, Iacovino ML, Sparano F, Della Corte CM, Ferrara R, Signorelli D, Proto C, Prelaj A, Galli G, De Toma A, Brambilla M, Ganzinelli M, Trevisan B, Ciardiello F, De Braud F, Morgillo F, Garassino MC, Lo Russo G. Immunotherapy in advanced Non-Small Cell Lung Cancer patients with poor performance status: The role of clinical-pathological variables and inflammatory biomarkers. Lung Cancer 2020; 152:165-173. [PMID: 33421923 DOI: 10.1016/j.lungcan.2020.12.027] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Revised: 12/06/2020] [Accepted: 12/19/2020] [Indexed: 01/03/2023]
Abstract
BACKGROUND The introduction of immunotherapy has improved the prognosis of patients with Non-Small Cell Lung Cancer (NSCLC). However, data in poor ECOG Performance Status (PS) patients remain scant due to their exclusion from randomized trials. MATERIAL AND METHODS We analyzed data of patients with advanced NSCLC treated with immunotherapy in two Italian Centers, to evaluate the impact of PS (0-1 vs 2) on disease control rate (DCR), progression free survival (PFS) and overall survival (OS). Chi-square test was used to compare clinical-pathological variables, their impact on survival was evaluated through Cox proportional hazard models. RESULTS Among 404 patients included, PS was 0 in 137 (33.9 %), 1 in 208 (51.5 %) and 2 in 59 (14.6 %) patients; 143 were female and 90 had squamous NSCLC. Clinical-pathological variables were uniformly distributed except for higher prevalence of liver metastases in patients with poor PS. We found that PS2 patients showed worse outcomes in terms of DCR (21.8 % vs 50.3 %, p = 0.001), PFS [2.0 (95 % CI 1.6-3.0) vs 3.0 (95 % CI 2.7-4.0) months, p < 0.0001] and OS [4.0 (95 % CI 2.8-5.7) vs 13.2 (95 % CI 11.0-15.8) months, p < 0.0001]. PS2 status, negative PDL1 expression and early corticosteroids exposure as well as higher Neutrophil to Lymphocyte Ratio and LDH at baseline were associated with worse outcomes at univariate and multivariable analysis. Subgroup analysis confirmed poor outcomes in PS2 patients with high LDH and concomitant corticosteroid therapies. The incidence of Grade 3/4 adverse events was 11.3 % in PS 0-1 and 10.2 % in PS 2 patients (p = 0.81). CONCLUSION Our data confirm reduced efficacy of immunotherapy in patients with poor PS even though a good safety. Despite PS remains the most powerful independent prognostic factor for NSCLC, LDH levels and steroids exposure could support the decision making in PS2 patients.
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Affiliation(s)
- Riccardo Lobefaro
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
| | - Giuseppe Viscardi
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Medical Oncology, Precision Medicine Department, Università degli Studi della Campania Luigi Vanvitelli, Naples, Italy
| | - Raimondo Di Liello
- Medical Oncology, Precision Medicine Department, Università degli Studi della Campania Luigi Vanvitelli, Naples, Italy
| | - Giacomo Massa
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Maria Lucia Iacovino
- Medical Oncology, Precision Medicine Department, Università degli Studi della Campania Luigi Vanvitelli, Naples, Italy
| | - Francesca Sparano
- Medical Oncology, Precision Medicine Department, Università degli Studi della Campania Luigi Vanvitelli, Naples, Italy
| | - Carminia Maria Della Corte
- Medical Oncology, Precision Medicine Department, Università degli Studi della Campania Luigi Vanvitelli, Naples, Italy
| | - Roberto Ferrara
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Diego Signorelli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Claudia Proto
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Arsela Prelaj
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Electronics, Information, and Bioengineering, Polytechnic University of Milan, Milan, Italy
| | - Giulia Galli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessandro De Toma
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Marta Brambilla
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Monica Ganzinelli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Benedetta Trevisan
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Fortunato Ciardiello
- Medical Oncology, Precision Medicine Department, Università degli Studi della Campania Luigi Vanvitelli, Naples, Italy
| | - Filippo De Braud
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Oncology and Hemato-Oncology Department, University of Milan, Milan, Italy
| | - Floriana Morgillo
- Medical Oncology, Precision Medicine Department, Università degli Studi della Campania Luigi Vanvitelli, Naples, Italy
| | | | - Giuseppe Lo Russo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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Sun W, Gao M, Hu G, Yuan X. Inflammatory Marker Predicts Outcome of Oral Squamous Cell Carcinoma Receiving Chemo-Radiotherapy. Cancer Manag Res 2020; 12:12329-12335. [PMID: 33293860 PMCID: PMC7718863 DOI: 10.2147/cmar.s277927] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 11/03/2020] [Indexed: 12/24/2022] Open
Abstract
Background Inflammation is involved in the progression of oral squamous cell carcinoma. We therefore postulate that a blood-based inflammatory marker, the neutrophil-to-lymphocyte ratio, could help to predict the prognosis in patients with oral squamous cell carcinoma receiving chemo-radiotherapy, and build a prognostic nomogram. Methods In 111 cases of oral squamous cell carcinoma, several baseline variables, including inflammatory markers and lactate dehydrogenase, were measured within the week of chemo-radiotherapy initiation as predictors of mortality and separate risk scores were developed. Results Dichotomized neutrophil-to-lymphocyte ratio was found to be associated with AJCC stage (p<0.001). Patients with oral squamous cell carcinoma with a low neutrophil-to-lymphocyte ratio survived longer than those with a high neutrophil-to-lymphocyte ratio (overall survival HR=2.39, 95% CI 1.24-4.61, p=0.009). The Harrell's concordance (C)-statistic of the nomogram was 0.74 and the calibration curve demonstrated the goodness of fit. Conclusion The inflammatory marker neutrophil-to-lymphocyte ratio, obtained before chemo-radiotherapy, was an independent factor of survival prediction for oral squamous cell carcinoma. The nomogram incorporating immunological markers could more accurately predict individualized survival probability than the existing models. These findings are significant for the creation of personalized treatment strategies in the clinical setting.
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Affiliation(s)
- Wei Sun
- Department of Oncology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430020, Hubei, People's Republic of China
| | - Meng Gao
- Department of Medical Ultrasound, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430020, Hubei, People's Republic of China
| | - Guangyuan Hu
- Department of Oncology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430020, Hubei, People's Republic of China
| | - Xun Yuan
- Department of Oncology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430020, Hubei, People's Republic of China
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Nishikawa D, Suzuki H, Beppu S, Terada H, Sawabe M, Kadowaki S, Sone M, Hanai N. Eosinophil prognostic scores for patients with head and neck squamous cell carcinoma treated with nivolumab. Cancer Sci 2020; 112:339-346. [PMID: 33078505 PMCID: PMC7780035 DOI: 10.1111/cas.14706] [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: 07/04/2020] [Revised: 10/14/2020] [Accepted: 10/15/2020] [Indexed: 12/12/2022] Open
Abstract
Although nivolumab, a programmed cell death 1 (PD‐1) inhibitor, is a standard therapy for platinum‐refractory recurrent or metastatic head and neck squamous cell carcinoma (R/M HNSCC), no definitive biomarkers have been reported thus far. This study aimed to select promising prognostic markers in nivolumab therapy and to create a novel prognostic scoring system. In this retrospective cohort study, we reviewed patients with R/M HNSCC who were treated with nivolumab from April 2017 to April 2019. We developed a prognostic score for immune checkpoint inhibitor (ICI) therapy that was weighed using hazard ratio–based scoring algorithms. Significant variables were selected from the multivariate Cox proportional hazard analyses on overall survival (OS). A total of 85 patients with HNSCC were analyzed in the present study. The relative eosinophil count (REC), the ratio of eosinophil increase (REI), and Eastern Cooperative Oncology Group Performance Status (ECOG PS) were selected as variables affecting the prognostic score. The patients were divided into four groups: very good (score = 0), good (score = 1), intermediate (score = 2), and poor (score = 3). The OS hazard ratios were 2.77, 10.18, and 33.21 for the good, intermediate, and poor risk groups compared with the very good risk group, respectively. The Eosinophil Prognostic Score is a novel prognostic score that is effective for predicting the prognosis of HNSCC patients treated with nivolumab. This score is more precise as it includes changes in biomarkers before and after the treatment.
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Affiliation(s)
- Daisuke Nishikawa
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Nagoya, Japan.,Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hidenori Suzuki
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Shintaro Beppu
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Hoshino Terada
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Michi Sawabe
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Shigenori Kadowaki
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Michihiko Sone
- Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Nobuhiro Hanai
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Nagoya, Japan
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Huang Y, Zhu L, Guo T, Chen W, Zhang Z, Li W, Pan X. Metastatic sites as predictors in advanced NSCLC treated with PD-1 inhibitors: a systematic review and meta-analysis. Hum Vaccin Immunother 2020; 17:1278-1287. [PMID: 33079622 DOI: 10.1080/21645515.2020.1823779] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Programmed cell death protein 1 (PD-1) inhibitors are the first-line treatment for advanced non-small-cell lung cancer (NSCLC) patients. However, their efficacy in metastatic NSCLC patients remains controversial. AIM OF THE STUDY The aim of our study was to evaluate the prognosis of advanced metastatic NSCLC patients treated with PD-1 inhibitors, and discuss the predictive effect of metastatic site on the long-term outcome. METHODS The Embase, Ovid Medline, Cochrane Central Register of Controlled Trials, and PubMed databases were systematically screened up to February 10, 2020. Twenty-five eligible studies, involving 8,067 patients that assessed the impact of metastatic sites on survival outcome were incorporated in our study. Overall survival (OS) and progression-free survival (PFS) were described as hazard ratio (HR) with 95% confidence interval (CI). RESULTS Among the advanced NSCLC patients, the median proportion of brain, liver, bone, and adrenal gland metastases were 21%, 17%, 35%, and 21%, respectively. Patients with metastases to the brain, liver, and bone had worse OS compared to patients without these metastases when treated with PD-1 inhibitors. Similarly, patients with metastasis to the brain and liver were more likely to progress when treated with PD-1 inhibitors. Besides, patients with multiple metastatic sites had worse PFS compared to patients with one metastatic site, while no significant difference was found in terms of OS. CONCLUSIONS Based on the findings of our systematic review and meta-analysis, metastatic sites were independent predictors of the survival outcome for advanced NSCLC patients treated with PD-1 inhibitors.
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Affiliation(s)
- Yangyun Huang
- Department of Thoracic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, PR China
| | - Lihuan Zhu
- Department of Thoracic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, PR China
| | - Tianxing Guo
- Department of Thoracic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, PR China
| | - Wenshu Chen
- Department of Thoracic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, PR China
| | - Zhenlong Zhang
- Department of Thoracic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, PR China
| | - Wujin Li
- Department of Thoracic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, PR China
| | - Xiaojie Pan
- Department of Thoracic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, PR China
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Ferrara R, Naigeon M, Auclin E, Duchemann B, Cassard L, Jouniaux JM, Boselli L, Grivel J, Desnoyer A, Mezquita L, Texier M, Caramella C, Hendriks L, Planchard D, Remon J, Sangaletti S, Proto C, Garassino MC, Soria JC, Marabelle A, Voisin AL, Farhane S, Besse B, Chaput N. Circulating T-cell Immunosenescence in Patients with Advanced Non-small Cell Lung Cancer Treated with Single-agent PD-1/PD-L1 Inhibitors or Platinum-based Chemotherapy. Clin Cancer Res 2020; 27:492-503. [PMID: 32887723 DOI: 10.1158/1078-0432.ccr-20-1420] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 07/15/2020] [Accepted: 08/31/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE CD28, CD57, and KLRG1 have been previously identified as markers of T-cell immunosenescence. The impact of immunosenescence on anti-PD(L)-1 (ICI) or platinum-based chemotherapy (PCT) in patients with advanced non-small cell lung cancer (aNSCLC) is unknown. EXPERIMENTAL DESIGN The percentage of CD28-, CD57+, KLRG1+ among CD8+ T cells [senescent immune phenotype (SIP)] was assessed by flow cytometry on blood from patients with aNSCLC before single-agent ICI (discovery cohort). A SIP cut-off was identified by log-rank maximization method and patients with aNSCLC treated with ICI (validation cohort) or PCT were classified accordingly. Proliferation and functional properties of SIP+ CD8+ T cells were assessed in vitro. RESULTS In the ICI discovery cohort (N = 37), SIP cut-off was 39.5%, 27% of patients were SIP+. In the ICI validation cohort (N = 46), SIP+ status was found in 28% of patients and significantly correlated with worse objective response rate (ORR; 0% vs. 30%, P = 0.04), median progression-free survival (PFS) [1.8 (95% confidence interval (CI), 1.3-NR) vs. 6.4 (95% CI, 2-19) months, P = 0.009] and median overall survival, OS [2.8 (95% CI, 2.0-NR) vs. 20.8 (95% CI, 6.0-NR) months, P = 0.02]. SIP+ status was significantly associated with circulating specific immunephenotypes, in vitro lower CD8+ T cells proliferation, lower IL2 and higher TNFα and IFNγ production. In the ICI-pooled population (N = 83), SIP+ status did not correlate with any clinical characteristics and it was associated with significantly worse ORR, PFS, and OS. In PCT cohort (N = 61), 11% of patients were SIP+. SIP status did not correlate with outcomes upon PCT. CONCLUSIONS Circulating T-cell immunosenescence is observed in up to 28% of patients with aNSCLC and correlates with lack of benefit from ICI but not from PCT.See related commentary by Salas-Benito et al., p. 374.
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Affiliation(s)
- Roberto Ferrara
- Gustave Roussy Cancer Campus, Laboratory of Immunomonitoring in Oncology, CNRS-UMS 3655 and INSERM-US23, Villejuif, France.,Department of Cancer Medicine, Gustave Roussy, Villejuif, France.,Department of Medical Oncology, Thoracic Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy.,Department of Research, Molecular Immunology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Marie Naigeon
- Gustave Roussy Cancer Campus, Laboratory of Immunomonitoring in Oncology, CNRS-UMS 3655 and INSERM-US23, Villejuif, France.,Faculty of Medicine, University Paris-Saclay, Orsay, France
| | - Edouard Auclin
- Department of Hepato-Gastroenterology and Gastrointestinal Oncology, Sorbonne Paris-Cité, Paris Descartes University, Hôpital Européen Georges Pompidou, Paris, France
| | - Boris Duchemann
- Gustave Roussy Cancer Campus, Laboratory of Immunomonitoring in Oncology, CNRS-UMS 3655 and INSERM-US23, Villejuif, France
| | - Lydie Cassard
- Gustave Roussy Cancer Campus, Laboratory of Immunomonitoring in Oncology, CNRS-UMS 3655 and INSERM-US23, Villejuif, France
| | - Jean-Mehdi Jouniaux
- Gustave Roussy Cancer Campus, Laboratory of Immunomonitoring in Oncology, CNRS-UMS 3655 and INSERM-US23, Villejuif, France
| | - Lisa Boselli
- Gustave Roussy Cancer Campus, Laboratory of Immunomonitoring in Oncology, CNRS-UMS 3655 and INSERM-US23, Villejuif, France
| | - Jonathan Grivel
- Gustave Roussy Cancer Campus, Laboratory of Immunomonitoring in Oncology, CNRS-UMS 3655 and INSERM-US23, Villejuif, France
| | - Aude Desnoyer
- Gustave Roussy Cancer Campus, Laboratory of Immunomonitoring in Oncology, CNRS-UMS 3655 and INSERM-US23, Villejuif, France
| | - Laura Mezquita
- Department of Cancer Medicine, Gustave Roussy, Villejuif, France
| | - Matthieu Texier
- Biostatistics and Epidemiology Department, Gustave Roussy, Villejuif, France
| | | | - Lizza Hendriks
- Department of Cancer Medicine, Gustave Roussy, Villejuif, France.,Department of Pulmonary Diseases GROW - School for oncology and developmental biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - David Planchard
- Department of Cancer Medicine, Gustave Roussy, Villejuif, France
| | - Jordi Remon
- Department of Cancer Medicine, Gustave Roussy, Villejuif, France
| | - Sabina Sangaletti
- Department of Research, Molecular Immunology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Claudia Proto
- Department of Medical Oncology, Thoracic Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Marina C Garassino
- Department of Medical Oncology, Thoracic Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | | | - Aurelien Marabelle
- Departement d'Innovation Thérapeutique et d'Essais Précoces, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Anne-Laure Voisin
- Gustave Roussy, Université Paris-Saclay, Unité de Pharmacovigilance, Villejuif, France
| | - Siham Farhane
- Gustave Roussy, Université Paris-Saclay, Unité de Pharmacovigilance, Villejuif, France
| | - Benjamin Besse
- Department of Cancer Medicine, Gustave Roussy, Villejuif, France. .,Faculty of Medicine, University Paris-Saclay, Orsay, France
| | - Nathalie Chaput
- Gustave Roussy Cancer Campus, Laboratory of Immunomonitoring in Oncology, CNRS-UMS 3655 and INSERM-US23, Villejuif, France. .,Faculté de Pharmacie, University Paris-Saclay, Chatenay-Malabry, France
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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: 1.3] [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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Choi YJ, Kim T, Kim EY, Lee SH, Kwon DS, Chang YS. Prediction model for hyperprogressive disease in non-small cell lung cancer treated with immune checkpoint inhibitors. Thorac Cancer 2020; 11:2793-2803. [PMID: 32779394 PMCID: PMC7529559 DOI: 10.1111/1759-7714.13594] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 07/08/2020] [Accepted: 07/09/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Hyperprogressive disease (HPD) is a paradoxical acceleration of tumor growth after immune checkpoint inhibitor (ICI) treatment. This study aimed to identify the risk factors and to present a predictive model for HPD in patients treated with ICIs. METHODS A total of 78 non-small cell lung cancer (NSCLC) cases, treated with at least two cycles of ICIs who underwent computed tomography (CT) for response assessment were recruited into the study from January 2016 to August 2019. HPD was defined by the following criteria: (i) time-to-treatment failure <2 months; (ii) a 50% increase in the sum of target lesion diameters; (iii) new development of at least two lesions in an already involved organ; (iv) appearance of a new organ lesion; and (v) a decrease in ECOG PS 2. RESULTS Of the 78 total patients, 15 (19.2%) had HPD. The risk factors of HPD were age; primary lesion size; and metastases in the contralateral lung, pleura, liver, and bone in multivariable logistic regression (odds ratio [OR]; 0.9038, 1.6619, 28.5913, 23.8264, 14.5711, and 20.1533, respectively, all P-values < 0.05). By using these risk factors, we developed a prediction model for HPD and the area under the receiver operating characteristic curve of the model was 0.9556 (95% confidence interval [CI]: 0.9133-0.9978). CONCLUSIONS HPD is relatively common and associated with a grave clinical outcome, requiring a careful monitoring in lung cancer patients treated with ICIs. Moreover, risk factors such as age, size of tumor and number of various metastatic lesions should be taken into consideration before ICI administration. KEY POINTS SIGNIFICANT FINDINGS OF THE STUDY: Age, primary lesion size, and number of metastases are risk factors of HPD. HPD is strongly associated with poor prognosis. HPD during ICI use needs comprehensive monitoring. WHAT THIS STUDY ADDS This is the first study to develop a prediction model. The area under the curve of the prediction model for HPD was 0.9556.
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Affiliation(s)
- Yong Jun Choi
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea
| | - Taehee Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea
| | - Eun Young Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea
| | - Sang Hoon Lee
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea
| | - Do Sun Kwon
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea
| | - Yoon Soo Chang
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea
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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: 1.5] [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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Rossi S, Toschi L, Finocchiaro G, Santoro A. Neutrophil and lymphocyte blood count as potential predictive indicators of nivolumab efficacy in metastatic non-small-cell lung cancer. Immunotherapy 2020; 12:715-724. [PMID: 32522052 DOI: 10.2217/imt-2019-0154] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Aim: We retrospectively evaluated the role of neutrophil-to-lymphocyte ratio (NLR) and lymphocyte-to-monocyte ratio (LMR) as prognostic factors in metastatic non-small-cell lung cancer patients treated with nivolumab. Materials & methods: Medical records of 65 patients were reviewed. NLR and LMR were calculated at baseline (t0) and at first radiological tumor assessment (t1). Results: At univariate analysis, low NLR or high LMR values at t0 were associated with longer overall survival (p = 0.0001). At multivariate analysis including NLR and LMR at t0 and t1 and their trend, only NLR at t1 (p < 0.0001) and NLR trend (p < 0.0001) were significantly associated with overall survival outcomes. Conclusion: Our study suggests that NLR value at first tumor assessment or NLR trend could be used as prognostic indicators during nivolumab treatment in metastatic non-small-cell lung cancer.
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Affiliation(s)
- Sabrina Rossi
- Humanitas Clinical and Research Center - IRCCS -, via Manzoni 56, 20089 Rozzano (Mi), Italy
| | - Luca Toschi
- Humanitas Clinical and Research Center - IRCCS -, via Manzoni 56, 20089 Rozzano (Mi), Italy
| | - Giovanna Finocchiaro
- Humanitas Clinical and Research Center - IRCCS -, via Manzoni 56, 20089 Rozzano (Mi), Italy
| | - Armando Santoro
- Humanitas Clinical and Research Center - IRCCS -, via Manzoni 56, 20089 Rozzano (Mi), Italy.,Humanitas University, Department of Biomedical Sciences, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele - Milan, Italy
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