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Cavic M, Nikolic N, Marinkovic M, Damjanovic A, Krivokuca A, Tanic M, Radulovic M, Stanojevic A, Pejnovic L, Djordjic Crnogorac M, Djuric A, Vukovic M, Stevanovic V, Kijac J, Karadzic V, Nikolic S, Stojanovic-Rundic S, Jankovic R, Spasic J. Two Decades of Progress in Personalized Medicine of Colorectal Cancer in Serbia-Insights from the Institute for Oncology and Radiology of Serbia. Biomedicines 2024; 12:2278. [PMID: 39457591 PMCID: PMC11505512 DOI: 10.3390/biomedicines12102278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 10/03/2024] [Accepted: 10/04/2024] [Indexed: 10/28/2024] Open
Abstract
BACKGROUND It is projected that, by 2040, the number of new cases of colorectal cancer (CRC) will increase to 3.2 million, and the number of deaths to 1.6 million, highlighting the need for prevention strategies, early detection and adequate follow-up. In this study, we aimed to provide an overview of the progress in personalized medicine of CRC in Serbia, with results and insights from the Institute for Oncology and Radiology of Serbia (IORS), and to propose guidance for tackling observed challenges in the future. METHODS Epidemiological data were derived from official global and national cancer registries and IORS electronic medical records. Germline genetic testing for Lynch syndrome was performed by Next Generation Sequencing. RAS and BRAF mutation analyses were performed using qPCR diagnostic kits. RESULTS Epidemiology and risk factors, prevention and early detection programs, as well as treatment options and scientific advances have been described in detail. Out of 103 patients who underwent germline testing for Lynch syndrome, 19 (18.4%) showed a mutation in MMR genes with pathogenic or likely pathogenic significance and 8 (7.8%) in other CRC-associated genes (APC, CHEK2, MUTYH). Of 6369 tested patients, 50.43% had a mutation in KRAS or NRAS genes, while 9.54% had the V600 mutation in the BRAF gene. CONCLUSIONS Although significant improvements in CRC management have occurred globally in recent years, a strategic approach leading to population-based systemic solutions is required. The high incidence of young-onset CRC and the growing elderly population due to a rise in life expectancy will be especially important factors for countries with limited healthcare resources like Serbia.
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Affiliation(s)
- Milena Cavic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.D.); (M.T.); (M.R.); (A.S.); (A.D.); (M.V.); (V.S.); (J.K.); (R.J.)
| | - Neda Nikolic
- Clinic for Medical Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia;
| | - Mladen Marinkovic
- Clinic for Radiation Oncology and Diagnostics, Department of Radiation Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (M.M.); (S.S.-R.)
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
| | - Ana Damjanovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.D.); (M.T.); (M.R.); (A.S.); (A.D.); (M.V.); (V.S.); (J.K.); (R.J.)
| | - Ana Krivokuca
- Genetic Counseling for Hereditary Cancers Department, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.K.); (M.D.C.); (V.K.)
| | - Miljana Tanic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.D.); (M.T.); (M.R.); (A.S.); (A.D.); (M.V.); (V.S.); (J.K.); (R.J.)
- Cancer Biology Department, University College London Cancer Institute, London WC1E 6DD, UK
| | - Marko Radulovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.D.); (M.T.); (M.R.); (A.S.); (A.D.); (M.V.); (V.S.); (J.K.); (R.J.)
| | - Aleksandra Stanojevic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.D.); (M.T.); (M.R.); (A.S.); (A.D.); (M.V.); (V.S.); (J.K.); (R.J.)
| | - Luka Pejnovic
- Clinic for Surgical Oncology Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia;
| | - Marija Djordjic Crnogorac
- Genetic Counseling for Hereditary Cancers Department, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.K.); (M.D.C.); (V.K.)
| | - Ana Djuric
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.D.); (M.T.); (M.R.); (A.S.); (A.D.); (M.V.); (V.S.); (J.K.); (R.J.)
| | - Miodrag Vukovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.D.); (M.T.); (M.R.); (A.S.); (A.D.); (M.V.); (V.S.); (J.K.); (R.J.)
| | - Vanja Stevanovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.D.); (M.T.); (M.R.); (A.S.); (A.D.); (M.V.); (V.S.); (J.K.); (R.J.)
| | - Jelena Kijac
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.D.); (M.T.); (M.R.); (A.S.); (A.D.); (M.V.); (V.S.); (J.K.); (R.J.)
| | - Valentina Karadzic
- Genetic Counseling for Hereditary Cancers Department, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.K.); (M.D.C.); (V.K.)
| | - Srdjan Nikolic
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
- Clinic for Surgical Oncology Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia;
| | - Suzana Stojanovic-Rundic
- Clinic for Radiation Oncology and Diagnostics, Department of Radiation Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (M.M.); (S.S.-R.)
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
| | - Radmila Jankovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (A.D.); (M.T.); (M.R.); (A.S.); (A.D.); (M.V.); (V.S.); (J.K.); (R.J.)
| | - Jelena Spasic
- Clinic for Medical Oncology, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia;
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Stanojevic A, Samiotaki M, Lygirou V, Marinkovic M, Nikolic V, Stojanovic-Rundic S, Jankovic R, Vlahou A, Panayotou G, Fijneman RJA, Castellví-Bel S, Zoidakis J, Cavic M. Data-Independent Acquisition Mass Spectrometry Analysis of FFPE Rectal Cancer Samples Offers In-Depth Proteomics Characterization of the Response to Neoadjuvant Chemoradiotherapy. Int J Mol Sci 2023; 24:15412. [PMID: 37895091 PMCID: PMC10607861 DOI: 10.3390/ijms242015412] [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: 08/25/2023] [Revised: 09/30/2023] [Accepted: 10/03/2023] [Indexed: 10/29/2023] Open
Abstract
Locally advanced rectal cancer (LARC) presents a challenge in identifying molecular markers linked to the response to neoadjuvant chemoradiotherapy (nCRT). This study aimed to utilize a sensitive proteomic method, data-independent mass spectrometry (DIA-MS), to extensively analyze the LARC proteome, seeking individuals with favorable initial responses suitable for a watch-and-wait approach. This research addresses the unmet need to understand the response to treatment, potentially guiding personalized strategies for LARC patients. Post-treatment assessment included MRI scans and proctoscopy. This research involved 97 LARC patients treated with intense chemoradiotherapy, comprising radiation and chemotherapy. Out of 97 LARC included in this study, we selected 20 samples with the most different responses to nCRT for proteome profiling (responders vs. non-responders). This proteomic approach shows extensive proteome coverage in LARC samples. The analysis identified a significant number of proteins compared to a prior study. A total of 915 proteins exhibited differential expression between the two groups, with certain signaling pathways associated with response mechanisms, while top candidates had good predictive potential. Proteins encoded by genes SMPDL3A, PCTP, LGMN, SYNJ2, NHLRC3, GLB1, and RAB43 showed high predictive potential of unfavorable treatment outcome, while RPA2, SARNP, PCBP2, SF3B2, HNRNPF, RBBP4, MAGOHB, DUT, ERG28, and BUB3 were good predictive biomarkers of favorable treatment outcome. The identified proteins and related biological processes provide promising insights that could enhance the management and care of LARC patients.
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Affiliation(s)
- Aleksandra Stanojevic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11000 Belgrade, Serbia; (A.S.); (R.J.)
| | - Martina Samiotaki
- Institute for Bioinnovation, Biomedical Sciences Research Center “Alexander Fleming”, Fleming 34, 166 72 Vari, Greece; (M.S.); (G.P.)
| | - Vasiliki Lygirou
- Department of Biotechnology, Biomedical Research Foundation, Academy of Athens, 4 Soranou Ephessiou Street, 115 27 Athens, Greece; (V.L.); (A.V.); (J.Z.)
| | - Mladen Marinkovic
- Clinic for Radiation Oncology and Diagnostics, Department of Radiation Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11000 Belgrade, Serbia; (M.M.); (S.S.-R.)
- Faculty of Medicine, University of Belgrade, Dr Subotica 8, 11000 Belgrade, Serbia
| | - Vladimir Nikolic
- Clinic for Medical Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11000 Belgrade, Serbia;
| | - Suzana Stojanovic-Rundic
- Clinic for Radiation Oncology and Diagnostics, Department of Radiation Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11000 Belgrade, Serbia; (M.M.); (S.S.-R.)
- Faculty of Medicine, University of Belgrade, Dr Subotica 8, 11000 Belgrade, Serbia
| | - Radmila Jankovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11000 Belgrade, Serbia; (A.S.); (R.J.)
| | - Antonia Vlahou
- Department of Biotechnology, Biomedical Research Foundation, Academy of Athens, 4 Soranou Ephessiou Street, 115 27 Athens, Greece; (V.L.); (A.V.); (J.Z.)
| | - George Panayotou
- Institute for Bioinnovation, Biomedical Sciences Research Center “Alexander Fleming”, Fleming 34, 166 72 Vari, Greece; (M.S.); (G.P.)
| | - Remond J. A. Fijneman
- Department of Pathology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands;
| | - Sergi Castellví-Bel
- Gastroenterology Department, Fundació Clínic per la Recerca Biomèdica-Institut d’Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), C/del Rosselló, 149, 08036 Barcelona, Spain;
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd) Almagro, 3, 28029 Madrid, Spain
- Hospital Clínic, University of Barcelona, C/del Villarroel, 170, 08036 Barcelona, Spain
| | - Jerome Zoidakis
- Department of Biotechnology, Biomedical Research Foundation, Academy of Athens, 4 Soranou Ephessiou Street, 115 27 Athens, Greece; (V.L.); (A.V.); (J.Z.)
- Department of Biology, National and Kapodistrian University of Athens, Panepistimíou 30, 106 79 Athens, Greece
| | - Milena Cavic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11000 Belgrade, Serbia; (A.S.); (R.J.)
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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: 1.5] [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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Nikolic N, Radosavljevic D, Gavrilovic D, Nikolic V, Stanic N, Spasic J, Cacev T, Castellvi-Bel S, Cavic M, Jankovic G. Prognostic Factors for Post-Recurrence Survival in Stage II and III Colorectal Carcinoma Patients. ACTA ACUST UNITED AC 2021; 57:medicina57101108. [PMID: 34684145 PMCID: PMC8538010 DOI: 10.3390/medicina57101108] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 10/08/2021] [Accepted: 10/11/2021] [Indexed: 12/15/2022]
Abstract
Background and objectives: This study aimed to evaluate prognostic factors for post-recurrence survival in local and locally advanced colorectal cancer patients. Materials and Methods: A total of 273 patients with stage III and high-risk stage II colorectal cancer were prospectively enrolled. All patients underwent operative treatment of the primary tumor and adjuvant fluorouracil-based chemotherapy. Results: Over the three-year period (2008–2010), a cohort of 273 patients with stage III and high-risk stage II colorectal cancer had been screened. During follow up, 105 (38.5%) patients had disease recurrence. Survival rates 1-, 3- and 5-year after recurrence were 53.9, 18.2 and 6.5%, respectively, and the median post-recurrence survival time was 13 months. Survival analysis showed that age at diagnosis (p < 0.01), gender (p < 0.05), elevated postoperative Ca19-9 (p < 0.01), tumor histology (adenocarcinoma vs. mucinous vs. signet ring tumors, p < 0.01) and tumor stage (II vs. III, p < 0.05) had a significant influence on post-recurrence survival. Recurrence interval and metastatic site were not related to survival following recurrence. Multivariate analysis showed that older age (HR 2.43), mucinous tumors (HR 1.51) and tumors expressing Ca19-9 at baseline (HR 3.51) were independently associated with survival following recurrence. Conclusions: Baseline patient and tumor characteristics largely predicted patient outcomes after disease recurrence. Recurrence intervals in local and locally advanced colorectal cancer were not found to be prognostic factors for post-recurrence survival. Older age, male gender, stage III and mucinous histology were poor prognostic factors after the disease had recurred. Stage II patients had remarkable post-recurrence survival compared to stage III patients.
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Affiliation(s)
- Neda Nikolic
- Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (D.R.); (D.G.); (V.N.); (N.S.); (J.S.); (M.C.)
- Correspondence:
| | - Davorin Radosavljevic
- Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (D.R.); (D.G.); (V.N.); (N.S.); (J.S.); (M.C.)
| | - Dusica Gavrilovic
- Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (D.R.); (D.G.); (V.N.); (N.S.); (J.S.); (M.C.)
| | - Vladimir Nikolic
- Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (D.R.); (D.G.); (V.N.); (N.S.); (J.S.); (M.C.)
| | - Nemanja Stanic
- Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (D.R.); (D.G.); (V.N.); (N.S.); (J.S.); (M.C.)
| | - Jelena Spasic
- Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (D.R.); (D.G.); (V.N.); (N.S.); (J.S.); (M.C.)
| | - Tamara Cacev
- Division of Molecular Medicine, Rudjer Boskovic Institute, 10000 Zagreb, Croatia;
| | - Sergi Castellvi-Bel
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Gastroenterology Department, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, University of Barcelona, 08007 Barcelona, Spain;
| | - Milena Cavic
- Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia; (D.R.); (D.G.); (V.N.); (N.S.); (J.S.); (M.C.)
| | - Goran Jankovic
- Clinic for Gastroenterology and Hepatology, Clinical Centre of Serbia, 11000 Belgrade, 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: 0.8] [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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Cavic M, Krivokuca A, Boljevic I, Spasic J, Mihajlovic M, Pavlovic M, Damjanovic A, Radosavljevic D, Jankovic R. Exploring the real-world effect of the SARS-CoV-2 pandemic on the molecular diagnostics for cancer patients and high-risk individuals. Expert Rev Mol Diagn 2020; 21:101-107. [PMID: 33283554 DOI: 10.1080/14737159.2021.1860760] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Background: The SARS-CoV-2 pandemic introduced a global distraction effect in cancer patients' care. The aim of this study was to explore the effect of the pandemic on the largest molecular diagnostics center for cancer patients and high-risk individuals in Serbia.Research design and methods: EGFR, KRAS/NRAS, BRAF, and BRCA1/2 mutation testing were performed by qPCR and NGS. NGS was used for panel testing of hereditary breast/ovarian cancer and cancers associated with Lynch syndrome. The analytical output during the state of emergency (SoE) was compared to the period before and after the outbreak using one-way ANOVA. Statistical significance was set at p < 0.05.Results: A 38% reduction in the number of analysis was detected during the SoE. After the SoE, a 19% reduction was noted compared to SoE and 50% compared to the period before the SoE (p = 0.038). Three of the 48 scheduled appointments for pretest genetic counseling were carried out during the SoE, but the number of NGS tests increased by 50%.Conclusions: The SARS-CoV-2 pandemic had a profound negative effect on the diagnostic output of our centralized molecular diagnostics center. The only positive effect was shortening of waiting lists for hereditary cancer patients and high-risk individuals.
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Affiliation(s)
- Milena Cavic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Ana Krivokuca
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Ivana Boljevic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Jelena Spasic
- Clinic for Medical Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Milica Mihajlovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Marijana Pavlovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Ana Damjanovic
- Department of Experimental 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
| | - Radmila Jankovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
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Comprehensive Validation of Snapback Primer-Based Melting Curve Analysis to Detect Nucleotide Variation in the Codon 12 and 13 of KRAS Gene. BIOMED RESEARCH INTERNATIONAL 2018; 2018:8727941. [PMID: 30406144 PMCID: PMC6199860 DOI: 10.1155/2018/8727941] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Accepted: 08/13/2018] [Indexed: 01/05/2023]
Abstract
Background KRAS genotyping in tumor samples is a decisive clinical test for the anti-EGFR therapy management. However, the complexity of KRAS mutation landscape across different cancer types and the mosaic effect caused by cancer cellularity and heterogeneity make the choice of KRAS genotyping method a challenging topic in the clinical practice. Methods We depicted the landscape of somatic KRAS mutation in 7,844 primary tumors and 10,336 metastatic tumors across over 30 types of cancer using the Cancer Genome Atlas (TCGA) and Integrated Mutation Profiling of Actionable Cancer Targets (MSKCC-IMPACT) databases, respectively. A snapback primer assay based on melting curve analysis was developed to detect the most common somatic mutations in KRAS codons 12 and 13. The sensitivity and accuracy of the method was validated by genotyping 100 colorectal cancer (CRC) samples, in comparison with Sanger sequencing and T-A cloning sequencing. Results Pancreas adenocarcinoma (somatic mutation frequency 90.6%), colorectal adenocarcinoma (42.5%), and lung adenocarcinoma (32.6%) are the top three most KRAS mutant primary cancer types. The metastatic tumors showed a higher prevalence (90.99% versus 66.31%) and diversity of KRAS mutation compared with the primary tumors. Mutations in codons 12 and 13 are the predominant genetic alteration in KRAS (84.15% for TCGA and 86.13% for MSK-IMPACT). Moreover, KRAS mutation is highly correlated with the overall survival of patients with metastatic cancer. The snapback primer assay showed a more favorable performance in enriching and detecting the KRAS codon 12 and 13 mutation (1% mutation load) compared with Sanger sequencing (20% mutation load and 7% false-negative rate). Conclusions KRAS mutation pattern is highly diverse among different cancer types and is associated with the survival of patients with metastatic cancers. The snapback primer assay is a reliable, sensitive method to detect the major mutant KRAS alleles, which might facilitate the effective cancer treatment decisions.
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Analyzing the Genetic Spectrum of Vascular Anomalies with Overgrowth via Cancer Genomics. J Invest Dermatol 2018; 138:957-967. [DOI: 10.1016/j.jid.2017.10.033] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Revised: 10/02/2017] [Accepted: 10/30/2017] [Indexed: 01/19/2023]
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Chang YS, Er TK, Lu HC, Yeh KT, Chang JG. Detection of KRAS codon 12 and 13 mutations by mutant-enriched PCR assay. Clin Chim Acta 2014; 436:169-75. [PMID: 24863805 DOI: 10.1016/j.cca.2014.05.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2013] [Revised: 05/08/2014] [Accepted: 05/10/2014] [Indexed: 01/27/2023]
Abstract
BACKGROUND The identification of KRAS mutations before the administration of anti-epidermal growth factor receptor (EGFR) therapy of metastatic colorectal cancer (mCRC) has become important. The aim of the present study was to develop a novel technology that can increase detection sensitivity for KRAS mutations. METHODS DNAs were extracted from colorectal cancer tissues and formalin-fixed, paraffin-embedded (FFPE) colorectal cancer samples. Mutant-enriched PCR assay utilizes the exceptionally thermostable endonucleases, PspGI for codon 12 and PhoI for codon 13, for specific amplifying KRAS mutations from mixed samples. The amplified PCR products were subjected to single-base primer extension or sequencing. Digital PCR was used to evaluate some of the results. RESULTS We compared the results with that from direct sequencing. In the FFPE samples, thirteen discordant samples were found. We showed that the mutant-enriched PCR assay can identify the codons 12 and 13 mutation in a mixed population of mutant and wild type DNA sequences at 1:1000 and 1:400, respectively. The sensitivity of this method is lower than the digital PCR. CONCLUSIONS We developed a rapid and highly sensitive method to detect codons 12 and 13 mutations of the KRAS gene. This method is a powerful tool for finding low-abundance variations in genomic DNA.
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Affiliation(s)
- Ya-Sian Chang
- Epigenome Research Center, China Medical University Hospital, Taichung, Taiwan; Department of Laboratory Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Tze-Kiong Er
- Department of Laboratory Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Hsiu-Chin Lu
- Department of Laboratory Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Kun-Tu Yeh
- Department of Pathology, Changhua Christian Hospital, Changhua, Taiwan
| | - Jan-Gowth Chang
- Epigenome Research Center, China Medical University Hospital, Taichung, Taiwan; Department of Laboratory Medicine, China Medical University Hospital, Taichung, Taiwan; College of Medicine, China Medical University, Taichung, Taiwan.
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