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Xu FZ, Meng FR, Li WJ, Xu L, Zhang H, Zhang YB, Fan XY. Predictive value of serum magnesium levels for prognosis in patients with non-small cell lung cancer undergoing EGFR-TKI therapy. Open Life Sci 2024; 19:20220923. [PMID: 39071492 PMCID: PMC11282910 DOI: 10.1515/biol-2022-0923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Revised: 05/29/2024] [Accepted: 06/17/2024] [Indexed: 07/30/2024] Open
Abstract
The aim of this study is to assess the impact of serum magnesium (Mg) levels on prognostic outcomes in patients with non-small cell lung cancer (NSCLC) undergoing treatment with epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKI). A cohort comprising 91 patients with NSCLC with epidermal growth factor receptor mutations received EGFR-TKI therapy. Assessments of liver and kidney function and electrolyte levels were conducted before treatment initiation and after completing two cycles of EGFR-TKI therapy. Data on variables such as age, gender, presence of distant metastasis, smoking history, other therapeutic interventions, and the specific TKI used were collected for analysis. Cox regression analysis revealed that patients with higher Mg levels prior to EGFR-TKI therapy had significantly longer progression-free survival (PFS) and overall survival (OS). Elevated Mg levels remained predictive of PFS and OS after two cycles of EGFR-TKI therapy. Multiple regression analysis confirmed these findings. Additionally, it was observed that smokers might represent a unique population, demonstrating a correlation between OS and Mg levels. Our findings indicate that serum Mg level is a prognostic factor in patients with NSCLC undergoing EGFR-TKI therapy. This may provide new insights into the underlying mechanisms of EGFR-TKI therapy related to electrolyte balance.
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Affiliation(s)
- Fang-Zhou Xu
- Department of Geriatric Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, China
- Anhui Geriatric Institute, Hefei, 230001, Anhui, China
| | - Fu-Rong Meng
- Department of Geriatric Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, China
- Anhui Geriatric Institute, Hefei, 230001, Anhui, China
| | - Wan-Jing Li
- Department of Geriatric Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, China
- Anhui Geriatric Institute, Hefei, 230001, Anhui, China
| | - Lu Xu
- Department of Geriatric Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, China
| | - Hao Zhang
- Department of Geriatric Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, China
| | - Yan-Bei Zhang
- Department of Geriatric Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, China
| | - Xiao-Yun Fan
- Anhui Geriatric Institute, Hefei, 230001, Anhui, China
- Department of Geriatric Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, No. 218 of JiXi Road, ShuShan District, Hefei, 230032, Anhui, China
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Vukovic M, Tanic M, Damjanovic A, Pavlovic M, Stanojevic A, Zivic K, Karadzic V, Jankovic R, Cavic M. EGFR mutation testing from pleural effusions of non-small cell lung cancer patients at the institute for oncology and radiology of Serbia. Transl Oncol 2023; 37:101772. [PMID: 37659221 PMCID: PMC10495676 DOI: 10.1016/j.tranon.2023.101772] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 08/14/2023] [Accepted: 08/24/2023] [Indexed: 09/04/2023] Open
Abstract
BACKGROUND The use tumor-derived cell-free DNA extracted from body fluids is being evaluated for genetic testing in lung cancer. The aim of this study was to explore the feasibility and utility of implementation of EGFR molecular testing from pleural effusions in non-small cell lung cancer in the clinical diagnostics workflow. PATIENTS AND METHODS This study included patients diagnosed with primary lung adenocarcinoma in the period July 2016 to June 2023. EGFR mutation testing was performed by qPCR (Cobas®) and dPCR. Testing was performed from 211 plasma samples when tissue was unavailable at diagnosis, and from 301 plasma samples and 18 pleural effusions at progression on first/second generation of EGFR TKIs. Descriptive methods of statistical analysis were used to summarize the sample data. Fisher's exact test, McNemar's test, Cohen's kappa tests were used for statistical analyses. Two-sided p-values <0.05 were considered statistically significant. RESULTS A significantly higher detection rate of the T790M mutation in pleural effusion was obtained compared to blood (50% and 20%, p=0.047). When comparing the detection success rate of the resistant T790M mutation in pleural effusion and blood, a statistically significant difference was obtained in favor of pleural effusion (50% vs. 21.87%, p=0.01). CONCLUSIONS Superior performance of pleural effusions compared to blood plasma was shown both in the analysis of success rate and in the detection of the resistant T790M mutation, at progression on EGFR TKIs. Pleural effusion should be considered in this setting whenever available, especially in countries with limited health resources.
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Affiliation(s)
- Miodrag Vukovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia
| | - Miljana Tanic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia
| | - Ana Damjanovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia
| | - Marijana Pavlovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia
| | - Aleksandra Stanojevic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia
| | - Katarina Zivic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia
| | - Valentina Karadzic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia
| | - Radmila Jankovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia
| | - Milena Cavic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia.
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Marinkovic M, Stojanovic-Rundic S, Stanojevic A, Ostojic M, Gavrilovic D, Jankovic R, Maksimovic N, Stroggilos R, Zoidakis J, Castellví-Bel S, Fijneman RJA, Cavic M. Exploring novel genetic and hematological predictors of response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer. Front Genet 2023; 14:1245594. [PMID: 37719698 PMCID: PMC10501402 DOI: 10.3389/fgene.2023.1245594] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 08/15/2023] [Indexed: 09/19/2023] Open
Abstract
Introduction: The standard treatment for locally advanced rectal cancer (LARC) is neoadjuvant chemoradiotherapy (nCRT). To select patients who would benefit the most from nCRT, there is a need for predictive biomarkers. The aim of this study was to evaluate the role of clinical, pathological, radiological, inflammation-related genetic, and hematological parameters in the prediction of post-nCRT response. Materials and methods: In silico analysis of published transcriptomics datasets was conducted to identify candidate genes, whose expression will be measured using quantitative Real Time PCR (qRT-PCR) in pretreatment formaline-fixed paraffin-embedded (FFPE) samples. In this study, 75 patients with LARC were prospectively included between June 2020-January 2022. Patients were assessed for tumor response in week 8 post-nCRT with pelvic MRI scan and rigid proctoscopy. For patients with a clinical complete response (cCR) and initially distant located tumor no immediate surgery was suggested ("watch and wait" approach). The response after surgery was assessed using histopathological tumor regression grading (TRG) categories from postoperative specimens by Mandard. Responders (R) were defined as patients with cCR without operative treatment, and those with TRG 1 and TRG 2 postoperative categories. Non-responders (NR) were patients classified as TRG 3-5. Results: Responders group comprised 35 patients (46.6%) and NR group 53.4% of patients. Analysis of published transcriptomics data identified genes that could predict response to treatment and their significance was assessed in our cohort by qRT-PCR. When comparison was made in the subgroup of patients who were operated (TRG1 vs. TRG4), the expression of IDO1 was significantly deregulated (p < 0.05). Among hematological parameters between R and NR a significant difference in the response was detected for neutrophil-to-monocyte ratio (NMR), initial basophil, eosinophil and monocyte counts (p < 0.01). According to MRI findings, non-responders more often presented with extramural vascular invasion (p < 0.05). Conclusion: Based on logistic regression model, factors associated with favorable response to nCRT were tumor morphology and hematological parameters which can be easily and routinely derived from initial laboratory results (NMR, eosinophil, basophil and monocyte counts) in a minimally invasive manner. Using various metrics, an aggregated score of the initial eosinophil, basophil, and monocyte counts demonstrated the best predictive performance.
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Affiliation(s)
- Mladen Marinkovic
- Department of Radiation Oncology, Clinic for Radiation Oncology and Diagnostics, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Suzana Stojanovic-Rundic
- Department of Radiation Oncology, Clinic for Radiation Oncology and Diagnostics, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Aleksandra Stanojevic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Marija Ostojic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Dusica Gavrilovic
- Data Center, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Radmila Jankovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | | | - Rafael Stroggilos
- Department of Biotechnology, Biomedical Research Foundation, Academy of Athens, Athens, Greece
| | - Jerome Zoidakis
- Department of Biotechnology, Biomedical Research Foundation, Academy of Athens, Athens, Greece
- Department of Biology, National and Kapodistrian University of Athens, Athens, Greece
| | - Sergi Castellví-Bel
- Gastroenterology Department, Fundació Recerca Clínic Barcelona-Institut d’Investigacions Biomèdiques August Pi i Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Clínic Barcelona, University of Barcelona, Barcelona, Spain
| | | | - Milena Cavic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
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Jokic V, Savic-Vujovic K, Spasic J, Bukumiric Z, Marinkovic M, Radosavljevic D, Cavic M. Evaluation of Clinical and Genetic Determinants of Treatment OutCome In EGFR Mutation Positive Advanced Lung Adenocarcinoma. Dose Response 2022; 20:15593258221117354. [PMID: 35958274 PMCID: PMC9358214 DOI: 10.1177/15593258221117354] [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] [Revised: 06/06/2022] [Accepted: 07/15/2022] [Indexed: 11/27/2022] Open
Abstract
Background The aim of this research was to evaluate clinical and low-cost genetic determinants of treatment outcome in EGFR mutation positive advanced lung adenocarcinoma patients. Material and Methods EGFR mutation testing and EGFR 181946C>T genotyping were performed in 101 advanced lung adenocarcinoma patients using qRT-PCR and PCR-RFLP, respectively. Progression-free survival was defined as the time from the start of TKI therapy to date of progression, and overall survival as the time from diagnosis to death from any cause. Pain level was evaluated using a Numerical Rating Scale and the Verbal Descriptor Scale. Statistical significance was considered for P < .05. Results Patients were treated with EGFR-TKIs for a period of 1–39months (median 9), with a median PFS of 12.0 months (10.4-13.6, CI 95%), and a median OS of 19.0 months (15.1-22.7, CI 95%). The presence of pain was significantly correlated with the existence of bone (P < .001) and adrenal glands metastases (P = .029). Genetic factors did not have a direct impact on pain management but had a significant effect on the response to TKIs leading to pain alleviation. Conclusions EGFR mutation subtype and the EGFR 181946 C>T SNP had a significant effect on the response to TKI inducing an indirect anti-dolorous effect.
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Affiliation(s)
- Vera Jokic
- Clinic for Medical Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Katarina Savic-Vujovic
- Department of Pharmacology, Clinical Pharmacology and Toxicology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Jelena Spasic
- Clinic for Medical Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Zoran Bukumiric
- Department of Statistics, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Mladen Marinkovic
- Clinic for Radiation Oncology and Diagnostics, Department of Radiation Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Davorin Radosavljevic
- Clinic for Medical Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Milena Cavic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
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Spasic J, Cavic M, Stanic N, Zaric B, Kovacevic T, Radosavljevic D, Nagorni-Obradovic L. Low-Cost Genetic and Clinical Predictors of Response and Toxicity of Platinum-Based Chemotherapy in Advanced Non-Small Cell Lung Cancer. Dose Response 2022; 20:15593258221111666. [PMID: 35783235 PMCID: PMC9247378 DOI: 10.1177/15593258221111666] [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] [Revised: 06/09/2022] [Accepted: 06/16/2022] [Indexed: 11/16/2022] Open
Abstract
Background This study aimed to evaluate for the first time whether certain genetic and
clinical factors could serve as minimally invasive predictors of survival
and toxicity to platinum-based chemotherapy in advanced lung
adenocarcinoma. Methods The study included 121 advanced lung adenocarcinoma patients treated with
platinum-based dublets until progression or unacceptable toxicity. Response
was evaluated using standard radiological methods and toxicity graded
according to the Common Terminology Criteria for Adverse Events (CTCAE)
v5.0. Genotyping was performed using PCR-RFLP. Statistical significance was
set at P < .05. Results No significant influence of the examined polymorphisms on the occurrence of
high-grade toxicity was detected. However, TP53 72Pro allele carriers were
more prone to nausea (P = .037) and thrombocytopenia (P = .051). Anemia and
neuropathy occurred more frequently in XRCC1 399Arg allele carriers (Pearson
χ2 test, P = .025 and P = .004 respectively). RAD51 135CC carriers were
significantly more prone to neutropenia (P = .027). Conclusions A set of easily determined genetic and clinical predictors of survival and
specific toxicity profiles of platinum-based chemotherapy in advanced lung
adenocarcinoma were determined in this study, which might be useful for the
construction of population-specific, time- and cost-efficient prognostic and
predictive algorithms.
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Affiliation(s)
- Jelena Spasic
- Clinic for Medical Oncology, Institute for Oncology and Radiology of Serbia, Serbia
| | - Milena Cavic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Serbia
| | - Nemanja Stanic
- Clinic for Medical Oncology, Institute for Oncology and Radiology of Serbia, Serbia
| | - Bojan Zaric
- Faculty of Medicine, University of Novi Sad, Serbia.,Institute for Pulmonary Diseases of Vojvodina, Serbia
| | - Tomi Kovacevic
- Faculty of Medicine, University of Novi Sad, Serbia.,Institute for Pulmonary Diseases of Vojvodina, Serbia
| | | | - Ljudmila Nagorni-Obradovic
- Faculty of Medicine, University of Belgrade, Serbia.,Clinic for Pulmonology, University Clinical Centre of Serbia, Serbia
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The role of haematological parameters in predicting the response to radical chemoradiotherapy in patients with anal squamous cell cancer. Radiol Oncol 2021; 55:449-458. [PMID: 34626531 PMCID: PMC8647797 DOI: 10.2478/raon-2021-0039] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 07/16/2021] [Indexed: 12/24/2022] Open
Abstract
Background Historically, the treatment of choice for anal cancer had been abdominoperineal resection (APR). Radical radiotherapy with concurrent 5-fluorouracil plus mitomycin C chemotherapy was later established as standard therapy, although with a failure rate of 20–30%. The aim of this study was to evaluate the outcomes after radical chemoradiotherapy (CRT), prognostic and predictive factors and patterns of failure. Patients and methods This study included 47 patients treated with radical CRT for patohistologicaly confirmed anal squamous cell carcinoma. Analysed haematological parameters included: neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and haemoglobin level. The final logistic regression model included treatment break period. Tumour response was assessed at 24 weeks from CRT completion. Follow-up was performed every 3 months during the first two years, and every 6 months thereafter. Results A complete clinical response (CR) was detected in 30 patients (63.8%). Patients who did not achieve a 6-months CR and those who had a CR after 6 months but then relapsed were referred to surgical treatment. With combined CRT and surgical salvage treatment the CR rate was 80.9%. Patients with CR after 6 months had significantly longer disease-free survival (DFS), progression-free survival (PFS), and overall survival (OS). A significant effect on the 6-month response was confirmed for PLR (p = 0.03). Conclusions Important prognostic factors associated with CR were baseline haemoglobin level and period of treatment interruptions. Potential haematological prognostic factors could be PLR and NLR, which can be routinely determined by low-cost and minimally invasive methods.
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