1
|
Salgkamis D, Sifakis EG, Agartz S, Wirta V, Hartman J, Bergh J, Foukakis T, Matikas A, Zerdes I. Systematic review and feasibility study on pre-analytical factors and genomic analyses on archival formalin-fixed paraffin-embedded breast cancer tissue. Sci Rep 2024; 14:18275. [PMID: 39107471 PMCID: PMC11303707 DOI: 10.1038/s41598-024-69285-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 08/02/2024] [Indexed: 08/10/2024] Open
Abstract
Formalin-fixed paraffin-embedded (FFPE) tissue represents a valuable source for translational cancer research. However, the widespread application of various downstream methods remains challenging. Here, we aimed to assess the feasibility of a genomic and gene expression analysis workflow using FFPE breast cancer (BC) tissue. We conducted a systematic literature review for the assessment of concordance between FFPE and fresh-frozen matched tissue samples derived from patients with BC for DNA and RNA downstream applications. The analytical performance of three different nucleic acid extraction kits on FFPE BC clinical samples was compared. We also applied a newly developed targeted DNA Next-Generation Sequencing (NGS) 370-gene panel and the nCounter BC360® platform on simultaneously extracted DNA and RNA, respectively, using FFPE tissue from a phase II clinical trial. Of the 3701 initial search results, 40 articles were included in the systematic review. High degree of concordance was observed in various downstream application platforms. Moreover, the performance of simultaneous DNA/RNA extraction kit was demonstrated with targeted DNA NGS and gene expression profiling. Exclusion of variants below 5% variant allele frequency was essential to overcome FFPE-induced artefacts. Targeted genomic analyses were feasible in simultaneously extracted DNA/RNA from FFPE material, providing insights for their implementation in clinical trials/cohorts.
Collapse
Affiliation(s)
| | | | - Susanne Agartz
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Valtteri Wirta
- Department of Microbiology, Tumor and Cell Biology, Clinical Genomics Stockholm, Science for Life Laboratory, Karolinska Institutet, Stockholm, Sweden
| | - Johan Hartman
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Jonas Bergh
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Center, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Theodoros Foukakis
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Center, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Alexios Matikas
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Center, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Ioannis Zerdes
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| |
Collapse
|
2
|
Zerdes I, Simonetti M, Matikas A, Harbers L, Acs B, Boyaci C, Zhang N, Salgkamis D, Agartz S, Moreno-Ruiz P, Bai Y, Rimm DL, Hartman J, Mezheyeuski A, Bergh J, Crosetto N, Foukakis T. Interplay between copy number alterations and immune profiles in the early breast cancer Scandinavian Breast Group 2004-1 randomized phase II trial: results from a feasibility study. NPJ Breast Cancer 2021; 7:144. [PMID: 34799582 PMCID: PMC8604966 DOI: 10.1038/s41523-021-00352-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 10/21/2021] [Indexed: 12/12/2022] Open
Abstract
Emerging data indicate that genomic alterations can shape immune cell composition in early breast cancer. However, there is a need for complementary imaging and sequencing methods for the quantitative assessment of combined somatic copy number alteration (SCNA) and immune profiling in pathological samples. Here, we tested the feasibility of three approaches-CUTseq, for high-throughput low-input SCNA profiling, multiplexed fluorescent immunohistochemistry (mfIHC) and digital-image analysis (DIA) for quantitative immuno-profiling- in archival formalin-fixed paraffin-embedded (FFPE) tissue samples from patients enrolled in the randomized SBG-2004-1 phase II trial. CUTseq was able to reproducibly identify amplification and deletion events with a resolution of 100 kb using only 6 ng of DNA extracted from FFPE tissue and pooling together 77 samples into the same sequencing library. In the same samples, mfIHC revealed that CD4 + T-cells and CD68 + macrophages were the most abundant immune cells and they mostly expressed PD-L1 and PD-1. Combined analysis showed that the SCNA burden was inversely associated with lymphocytic infiltration. Our results set the basis for further applications of CUTseq, mfIHC and DIA to larger cohorts of early breast cancer patients.
Collapse
Affiliation(s)
- Ioannis Zerdes
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Center, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Michele Simonetti
- Division of Genome Biology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
- Science for Life Laboratory, Stockholm, Sweden
| | - Alexios Matikas
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Center, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Luuk Harbers
- Division of Genome Biology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
- Science for Life Laboratory, Stockholm, Sweden
| | - Balazs Acs
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Pathology and Cytology, Karolinska University Hospital, Stockholm, Sweden
| | - Ceren Boyaci
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Pathology and Cytology, Karolinska University Hospital, Stockholm, Sweden
| | - Ning Zhang
- Division of Genome Biology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
- Science for Life Laboratory, Stockholm, Sweden
| | | | - Susanne Agartz
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Pablo Moreno-Ruiz
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Yalai Bai
- Department of Pathology, Yale School of Medicine, New Haven, CT, USA
| | - David L Rimm
- Department of Pathology, Yale School of Medicine, New Haven, CT, USA
| | - Johan Hartman
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Pathology and Cytology, Karolinska University Hospital, Stockholm, Sweden
| | - Artur Mezheyeuski
- Department of Immunology, Genetics, and Pathology, Uppsala University, Uppsala, Sweden
| | - Jonas Bergh
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden.
- Breast Center, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden.
| | - Nicola Crosetto
- Division of Genome Biology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden.
- Science for Life Laboratory, Stockholm, Sweden.
| | - Theodoros Foukakis
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden.
- Breast Center, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden.
| |
Collapse
|
3
|
Dynamic biomarkers indicate the immunological benefits provided by Ganoderma spore powder in post-operative breast and lung cancer patients. Clin Transl Oncol 2021; 23:1481-1490. [PMID: 33405051 DOI: 10.1007/s12094-020-02547-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 12/22/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND T lymphocyte are a strong indicator of treatment immune response. This study was aimed to determine the utility of T lymphocyte subsets, cytokines and inflammatory biomarkers in predicting the immunological benefits of Ganoderma spore powder (G. lucidum) in post-operative patients with breast and lung cancer. METHODS We prospectively evaluated 120 breast and lung cancer patients with or without G. lucidum. T lymphocyte subsets with relative cytokines were detected using flow cytometry and PCR and assessed by Spearman correlation analysis. The relationships between albumin-to-globulin ratio (AGR) and neutrophil-to-lymphocyte ratio (NLR) with G. lucidum treatment and prognosis were analyzed using Kaplan-Meier and Cox regression methods. RESULTS The prevalence of CD3 + CD4 + , CD3 + HLADR- types was higher in G. lucidum group compared to control, whilst CD4 + CD25 + Treg, CD3 + HLADR + cell types was lower. IL-12 levels were significantly higher during the treatment period which negatively impacted levels of IL-10. Other immunosuppressive factors such as COX2 and TGF-β1 had lower prevalence in treated patients. Correlation analysis showed a positive relationship between IL-10 and CD28. IL-2 was positively related to TGF-β1, whilst it was negatively related to CD3. Kaplan-Meier analysis suggested that low AGR/high NLR was related to poor progression free survival (PFS) and overall survival (OS). A combination of high AGR and low NLR may predicted treatment benefits associated with PFS and OS. CONCLUSIONS Our findings show that T lymphocyte subsets combined with relevant cytokines and AGR/NLR inflammatory predictors may help to identify patients most likely to benefit from the immunological enhancements from G. lucidum treatment.
Collapse
|
4
|
Matikas A, Foukakis T, Moebus V, Greil R, Bengtsson NO, Steger GG, Untch M, Johansson H, Hellström M, Malmström P, Gnant M, Loibl S, Bergh J. Dose tailoring of adjuvant chemotherapy for breast cancer based on hematologic toxicities: further results from the prospective PANTHER study with focus on obese patients. Ann Oncol 2020; 30:109-114. [PMID: 30357310 DOI: 10.1093/annonc/mdy475] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Background Adjuvant chemotherapy (ACT) for breast cancer improves relapse-free survival (BCRFS) and overall survival. Differences in terms of efficacy and toxicity could partly be explained by the significant interpatient variability in pharmacokinetics which cannot be captured by dosing according to body surface area. Consequently, tailored dosing was prospectively evaluated in the PANTHER trial. Patients and methods PANTHER is a multicenter, open-label, randomized phase III trial which compared tailored, dose-dense (DD) epirubicin/cyclophosphamide (E/C) and tailored docetaxel (D) (tDD) with standard interval 5-fluorouracil/E/C and D. The primary end point was BCRFS and the primary efficacy analysis has been previously published. In this secondary analysis, we aimed to retrospectively explore the concept of dose tailoring. Our two hypotheses were that BCRFS would not vary depending on the cumulative administered epirubicin dose; and that dose tailoring would lead to appropriate dosing and improved outcomes for obese patients, who are known to have worse prognosis and increased toxicity after DD ACT. Results Patients treated with tDD had similar BCRFS regardless of the cumulative epirubicin dose (P = 0.495), while obese patients in this group [body mass index (BMI) ≥30] had improved BCRFS compared with nonobese ones (BMI <30) [hazard ratio (HR) = 0.51, 95% confidence interval (CI) 0.30-0.89, P = 0.02]. Moreover, tDD was associated with improved BCRFS compared with standard treatment only in obese patients (HR = 0.49, 95% CI 0.26-0.90, P = 0.022) but not in nonobese ones (HR = 0.79, 95% CI 0.60-1.04, P = 0.089). The differences were not formally statistically significant (P for interaction 0.175). There were no differences in terms of toxicity across the epirubicin dose levels or the BMI groups. Conclusions Dose tailoring is a feasible strategy that can potentially improve outcomes in obese patients without increasing toxicity and should be pursued in further clinical studies. ClinicalTrials.gov identifier NCT00798070.
Collapse
Affiliation(s)
- A Matikas
- Department of Oncology/Pathology, Karolinska Institutet, Stockholm; Breast Center, Karolinska University Hospital, Stockholm, Sweden.
| | - T Foukakis
- Department of Oncology/Pathology, Karolinska Institutet, Stockholm; Breast Center, Karolinska University Hospital, Stockholm, Sweden
| | - V Moebus
- Department of Gynecology and Obstetrics, Klinikum Frankfurt Höchst, Academic Hospital Goethe University, Frankfurt, Germany
| | - R Greil
- IIIrd Medical Department, Paracelcus Medical University Salzburg, Salzburg Cancer Research Institute, Cancer Cluster Salzburg, Salzburg, Austria
| | | | - G G Steger
- Medical Oncology, Medical University, Vienna; Gaston H. Glock Research Center, Medical University, Vienna, Austria
| | - M Untch
- Department of Obstetrics and Gynecology, Helios Klinikum Berlin-Buch, Berlin, Germany
| | - H Johansson
- Breast Center, Karolinska University Hospital, Stockholm, Sweden
| | - M Hellström
- Breast Center, Karolinska University Hospital, Stockholm, Sweden
| | - P Malmström
- Division of Oncology and Pathology, Department of Clinical Sciences, Lund University, Lund; Department of Hematology, Oncology and Radiation Physics, Skåne University Hospital, Lund, Sweden
| | - M Gnant
- Gaston H. Glock Research Center, Medical University, Vienna, Austria; Department of Surgery, Medical University Vienna, Vienna, Austria
| | - S Loibl
- German Breast Group, Neu-Isenburg, Germany
| | - J Bergh
- Department of Oncology/Pathology, Karolinska Institutet, Stockholm; Breast Center, Karolinska University Hospital, Stockholm, Sweden
| |
Collapse
|
5
|
Papakonstantinou A, Hedayati E, Hellström M, Johansson H, Gnant M, Steger G, Greil R, Untch M, Moebus V, Loibl S, Foukakis T, Bergh J, Matikas A. Neutropenic complications in the PANTHER phase III study of adjuvant tailored dose-dense chemotherapy in early breast cancer. Acta Oncol 2020; 59:75-81. [PMID: 31583943 DOI: 10.1080/0284186x.2019.1670353] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Introduction: Myelosuppresion is a common side effect of chemotherapy and granulocyte-colony stimulating factor (G-CSF) is often used to reduce the risk of neutropenic events. The purpose of this exploratory analysis was to investigate neutropenic complications in the phase III PANTHER trial of standard 3-weekly chemotherapy with 5-fluorouracil, epirubicin and cyclophosphamide plus docetaxel (FEC/D) versus bi-weekly tailored dose-dense EC/D adjuvant chemotherapy in breast cancer.Patients and methods: Febrile neutropenia, neutropenic infection and infection grade 3-4 according to CTC AE 3.0, were explored in relation to G-CSF use. Per cycle analysis was performed concerning dose reduction and dose delays in conjunction with G-CSF administration.Results: In the experimental group, 98.9% of patients received primary G-CSF support during EC and 97.4% during docetaxel, compared with 49.7% during FEC and 63.88% during docetaxel in the standard group. Overall, the use of G-CSF was associated with a lower risk for developing neutropenic events (OR 0.44, 95% CI 0.35-0.55, p < .001). Chemotherapy delays due to neutropenia and leukopenia were significantly decreased among patients that received G-CSF (OR 0.098, 95% CI 0.06-0.15 and OR 0.32, 95% CI 0.18-0.58, respectively).Discussion: In conclusion, G-CSF support reduces neutropenic events and permits increased relative dose intensity, which is essential for improved survival outcomes.
Collapse
Affiliation(s)
- Antroula Papakonstantinou
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Cancer, Endocrine Tumours and Sarcoma Section, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Elham Hedayati
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Cancer, Endocrine Tumours and Sarcoma Section, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Mats Hellström
- CKC, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Hemming Johansson
- CKC, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Michael Gnant
- Department of Surgery, Medical University of Vienna, Vienna, Austria
- Austrian Breast and Colorectal Cancer Study Group, Vienna, Austria
| | - Günther Steger
- Austrian Breast and Colorectal Cancer Study Group, Vienna, Austria
- Department of Medical Oncology, Medical University, Vienna, Austria
- Gaston H. Glock Research Center, Medical University, Vienna, Austria
| | - Richard Greil
- Austrian Breast and Colorectal Cancer Study Group, Vienna, Austria
- IIIrd Medical Department, Cancer Cluster Salzburg, Salzburg Cancer Research Institute, Paracelsus Medical University Salzburg, Salzburg, Austria
| | - Michael Untch
- Department of Obstetrics and Gynecology, Helios Klinikum Berlin-Buch, Berlin, Germany
| | - Volker Moebus
- Department of Gynecology and Obstetrics, Klinikum Frankfurt Höchst, Academic Hospital of the Goethe University, Frankfurt, Germany
| | | | - Theodoros Foukakis
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Cancer, Endocrine Tumours and Sarcoma Section, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Jonas Bergh
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Cancer, Endocrine Tumours and Sarcoma Section, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Alexios Matikas
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Cancer, Endocrine Tumours and Sarcoma Section, Theme Cancer, Karolinska University Hospital, Stockholm, Sweden
| |
Collapse
|
6
|
Ai Z, Gao X, Zheng S, Lu C. Variability and Influencing Factors of QOL in Breast Cancer Patients Having Chemotherapy. Clin Nurs Res 2018; 29:571-578. [PMID: 30280583 DOI: 10.1177/1054773818803691] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Variability and factors influencing quality of life (QOL) in breast cancer patients having chemotherapy were examined in a longitudinal prospective cohort study in two teaching hospitals in China. Physical, mental, social/family, and functional QOL changed significantly over time with varying patterns. In addition, various factors influenced the QOL of breast cancer patients at each chemotherapy cycle. Health professionals should focus on critical time periods during chemotherapy, particularly at baseline and during the fourth and fifth cycles when the QOL in our sample was at the lowest point, and they should provide additional support to patients to ensure that chemotherapy is delivered in an optimal fashion.
Collapse
Affiliation(s)
- Zhongping Ai
- The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Xiaolan Gao
- The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Silin Zheng
- The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Changbi Lu
- The Affiliated Hospital of Southwest Medical University, Luzhou, China
| |
Collapse
|