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Azzalini E, Di Stefano B, Canzonieri V, Venesio T, Miglio U, Marchiò C, Sapino A, Previderè C, Fattorini P, Bonin S. Quantifying mRNA in Highly Degraded Fixed Tissues by Nanostring Technology: A Comparative Study. Methods Protoc 2024; 7:40. [PMID: 38804334 PMCID: PMC11130824 DOI: 10.3390/mps7030040] [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: 03/27/2024] [Revised: 05/01/2024] [Accepted: 05/02/2024] [Indexed: 05/29/2024] Open
Abstract
Archive tissues are the most available source of human tissues useful for molecular analysis in translational research. The main issues for those specimens are the modification and degradation of biomolecules, namely proteins, DNA, and RNA. In the last decade, several high-throughput analytical methods have been applied to archive tissues. Although histological tissues are fixed in neutral-buffered formalin nowadays, in the recent past, Bouin's solution was also used in tissue processing. The present study aims to investigate the feasibility of nCounter Nanostring hybridization in quantifying mRNA in highly degraded samples, such as Bouin's fixed and paraffin-embedded (BFPE) tissues, in comparison to the standard formalin-fixed and paraffin-embedded (FFPE) tissues as a source of RNA. A total of 16 paraffin-embedded tissue blocks from eight patients were analyzed (8 were FFPE and 8 were BEPE). Nanostring technology was applied to 300 ng of each RNA sample, whereas 360 ng of the same templates were retrotranscribed and submitted to qPCR and ddPCR. Our results show that the Nanostring technology outperforms the reference methods (ddPCR and qPCR) in detecting target mRNA in FFPE and BFPE samples. However, even Nanostring technology does not escape the limitation imposed by the degradation of the RNA templates, which could lead to misleading conclusions on the gene expression level.
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Affiliation(s)
- Eros Azzalini
- Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.A.); (B.D.S.); (V.C.); (S.B.)
| | - Barbara Di Stefano
- Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.A.); (B.D.S.); (V.C.); (S.B.)
| | - Vincenzo Canzonieri
- Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.A.); (B.D.S.); (V.C.); (S.B.)
- Pathology Unit, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano-National Cancer Institute, 33081 Pordenone, Italy
| | - Tiziana Venesio
- Candiolo Cancer Institute, Fondazione del Piemonte per l’Oncologia-IRCCS, 10060 Candiolo, Italy; (T.V.); (U.M.); (C.M.); (A.S.)
| | - Umberto Miglio
- Candiolo Cancer Institute, Fondazione del Piemonte per l’Oncologia-IRCCS, 10060 Candiolo, Italy; (T.V.); (U.M.); (C.M.); (A.S.)
| | - Caterina Marchiò
- Candiolo Cancer Institute, Fondazione del Piemonte per l’Oncologia-IRCCS, 10060 Candiolo, Italy; (T.V.); (U.M.); (C.M.); (A.S.)
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Anna Sapino
- Candiolo Cancer Institute, Fondazione del Piemonte per l’Oncologia-IRCCS, 10060 Candiolo, Italy; (T.V.); (U.M.); (C.M.); (A.S.)
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Carlo Previderè
- Laboratorio di Genetica Forense, Dipartimento di Sanità Pubblica, Medicina Sperimentale e Forense, Università di Pavia, 27100 Pavia, Italy;
| | - Paolo Fattorini
- Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.A.); (B.D.S.); (V.C.); (S.B.)
| | - Serena Bonin
- Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.A.); (B.D.S.); (V.C.); (S.B.)
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Shi Y, Wu Y, Li F, Jiang K, Fang X, Wang Y, Song X, Wang R, Chen L, Zheng J, Wu C, Qin Y, Liu X, Liu S. Investigating the Immunogenic Cell Death-Dependent Subtypes and Prognostic Signature of Triple-Negative Breast Cancer. PHENOMICS (CHAM, SWITZERLAND) 2024; 4:34-45. [PMID: 38605910 PMCID: PMC11003942 DOI: 10.1007/s43657-023-00133-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Revised: 09/04/2023] [Accepted: 09/07/2023] [Indexed: 04/13/2024]
Abstract
Recently, immunotherapy has emerged as a promising and effective method for treating triple-negative breast cancer (TNBC). However, challenges still persist. Immunogenic cell death (ICD) is considered a prospective treatment and potential combinational treatment strategy as it induces an anti-tumor immune response by presenting the antigenic epitopes of dead cells. Nevertheless, the ICD process in TNBC and its impact on disease progression and the response to immunotherapy are not well understood. In this study, we observed dysregulation of the ICD process and verified the altered expression of prognostic ICD genes in TNBC through quantitative real-time polymerase chain reaction (qRT-PCR) analysis. To investigate the potential role of the ICD process in TNBC progression, we determined the ICD-dependent subtypes, and two were identified. Analysis of their distinct tumor immune microenvironment (TIME) and cancer hallmark features revealed that Cluster 1 and 2 corresponded to the immune "cold" and "hot" phenotypes, respectively. In addition, we constructed the prognostic signature ICD score of TNBC patients and demonstrated its clinical independence and generalizability. The ICD score could also serve as a potential biomarker for immune checkpoint blockade and may aid in the identification of targeted effective agents for individualized clinical strategies. Supplementary Information The online version contains supplementary material available at 10.1007/s43657-023-00133-x.
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Affiliation(s)
- Youyang Shi
- Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Wanping South Road, 725, Shanghai, 200033 China
| | - Yuanyuan Wu
- Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Wanping South Road, 725, Shanghai, 200033 China
| | - Feifei Li
- Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Wanping South Road, 725, Shanghai, 200033 China
| | - Kexin Jiang
- Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Wanping South Road, 725, Shanghai, 200033 China
| | - Xiaofang Fang
- First Clinical College, Shandong University of Traditional Chinese Medicine, No. 16369, Jingshi Road, Lixia District, Jinan, 250011 Shandong China
| | - Yu Wang
- Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Wanping South Road, 725, Shanghai, 200033 China
| | - Xiaoyun Song
- Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Wanping South Road, 725, Shanghai, 200033 China
| | - Rui Wang
- Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Wanping South Road, 725, Shanghai, 200033 China
| | - Lixin Chen
- Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Wanping South Road, 725, Shanghai, 200033 China
| | - Jinzhou Zheng
- Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Wanping South Road, 725, Shanghai, 200033 China
| | - Chunyu Wu
- Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Wanping South Road, 725, Shanghai, 200033 China
| | - Yuenong Qin
- Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Wanping South Road, 725, Shanghai, 200033 China
| | - Xiaofei Liu
- First Clinical College, Shandong University of Traditional Chinese Medicine, No. 16369, Jingshi Road, Lixia District, Jinan, 250011 Shandong China
| | - Sheng Liu
- Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Wanping South Road, 725, Shanghai, 200033 China
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Freitas AJA, Nunes CR, Mano MS, Causin RL, Santana IVV, de Oliveira MA, Calfa S, Silveira HCS, de Pádua Souza C, Marques MMC. Gene expression alterations predict the pathological complete response in triple-negative breast cancer exploratory analysis of the NACATRINE trial. Sci Rep 2023; 13:21411. [PMID: 38049525 PMCID: PMC10695933 DOI: 10.1038/s41598-023-48657-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 11/29/2023] [Indexed: 12/06/2023] Open
Abstract
This exploratory analysis of the Neoadjuvant Carboplatin in Triple Negative Breast Cancer (NACATRINE) study aimed to identify the biomarkers of pathological complete response (pCR) in patients with triple-negative breast cancer (TNBC) treated with neoadjuvant chemotherapy (NAC) within the context of a clinical trial. The NACATRINE trial is a phase II, single-center, randomized, open-label clinical trial that investigated the addition of carboplatin to sequential anthracycline- and taxane-based NAC for TNBC. We evaluated the gene expression in untreated samples to investigate its association with pCR, overall survival (OS), and disease-free survival (DFS). RNA was extracted from the tissue biopsy, and the nCounter Breast Cancer panel was used to analyze gene expression. Of the 66 patients included in the gene expression profiling analysis, 24 (36.4%) achieved pCR and 42 (63.6%) had residual disease. In unsupervised hierarchical clustering analyses, differentially expressed genes between patients with and without pCR were identified irrespective of the treatment (24 genes), carboplatin (37 genes), and non-carboplatin (27 genes) arms. In receiver operating characteristic (ROC) curve analysis, 10 genes in the carboplatin arm (area under the ROC curve [AUC], 0.936) and three genes in the non-carboplatin arm (AUC, 0.939) were considered to be potential pCR-associated biomarkers. We identified genes that were associated with improvements in OS and DFS in addition to being related to pCR. We successfully identified gene expression signatures associated with pCR in pretreatment samples of patients with TNBC treated with NAC. Further investigation of these biomarkers is warranted.
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Affiliation(s)
- Ana Julia Aguiar Freitas
- Molecular Oncology Research Center, Barretos Cancer Hospital, Teaching and Research Institute, Barretos, SP, Brazil.
| | - Caroline Rocha Nunes
- Molecular Oncology Research Center, Barretos Cancer Hospital, Teaching and Research Institute, Barretos, SP, Brazil
| | | | - Rhafaela Lima Causin
- Molecular Oncology Research Center, Barretos Cancer Hospital, Teaching and Research Institute, Barretos, SP, Brazil
| | | | | | - Stéphanie Calfa
- Molecular Oncology Research Center, Barretos Cancer Hospital, Teaching and Research Institute, Barretos, SP, Brazil
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Lundgren C, Tutzauer J, Church SE, Stål O, Ekholm M, Forsare C, Nordenskjöld B, Fernö M, Bendahl PO, Rydén L. Tamoxifen-predictive value of gene expression signatures in premenopausal breast cancer: data from the randomized SBII:2 trial. Breast Cancer Res 2023; 25:110. [PMID: 37773134 PMCID: PMC10540453 DOI: 10.1186/s13058-023-01719-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 09/25/2023] [Indexed: 10/01/2023] Open
Abstract
BACKGROUND Gene expression (GEX) signatures in breast cancer provide prognostic information, but little is known about their predictive value for tamoxifen treatment. We examined the tamoxifen-predictive value and prognostic effects of different GEX signatures in premenopausal women with early breast cancer. METHODS RNA from formalin-fixed paraffin-embedded tumor tissue from premenopausal women randomized between two years of tamoxifen treatment and no systemic treatment was extracted and successfully subjected to GEX profiling (n = 437, NanoString Breast Cancer 360™ panel). The median follow-up periods for a recurrence-free interval (RFi) and overall survival (OS) were 28 and 33 years, respectively. Associations between GEX signatures and tamoxifen effect were assessed in patients with estrogen receptor-positive/human epidermal growth factor receptor 2-negative (ER+ /HER2-) tumors using Kaplan-Meier estimates and Cox regression. The prognostic effects of GEX signatures were studied in the entire cohort. False discovery rate adjustments (q-values) were applied to account for multiple hypothesis testing. RESULTS In patients with ER+/HER2- tumors, FOXA1 expression below the median was associated with an improved effect of tamoxifen after 10 years with regard to RFi (hazard ratio [HR]FOXA1(high) = 1.04, 95% CI = 0.61-1.76, HRFOXA1(low) = 0.30, 95% CI = 0.14-0.67, qinteraction = 0.0013), and a resembling trend was observed for AR (HRAR(high) = 1.15, 95% CI = 0.60-2.20, HRAR(low) = 0.42, 95% CI = 0.24-0.75, qinteraction = 0.87). Similar patterns were observed for OS. Tamoxifen was in the same subgroup most beneficial for RFi in patients with low ESR1 expression (HRRFi ESR1(high) = 0.76, 95% CI = 0.43-1.35, HRRFi, ESR1(low) = 0.56, 95% CI = 0.29-1.06, qinteraction = 0.37). Irrespective of molecular subtype, higher levels of ESR1, Mast cells, and PGR on a continuous scale were correlated with improved 10 years RFi (HRESR1 = 0.80, 95% CI = 0.69-0.92, q = 0.005; HRMast cells = 0.74, 95% CI = 0.65-0.85, q < 0.0001; and HRPGR = 0.78, 95% CI = 0.68-0.89, q = 0.002). For BC proliferation and Hypoxia, higher scores associated with worse outcomes (HRBCproliferation = 1.54, 95% CI = 1.33-1.79, q < 0.0001; HRHypoxia = 1.38, 95% CI = 1.20-1.58, q < 0.0001). The results were similar for OS. CONCLUSIONS Expression of FOXA1 is a promising predictive biomarker for tamoxifen effect in ER+/HER2- premenopausal breast cancer. In addition, each of the signatures BC proliferation, Hypoxia, Mast cells, and the GEX of AR, ESR1, and PGR had prognostic value, also after adjusting for established prognostic factors. Trial registration This trial was retrospectively registered in the ISRCTN database the 6th of December 2019, trial ID: https://clinicaltrials.gov/ct2/show/ISRCTN12474687 .
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Affiliation(s)
- Christine Lundgren
- Department of Oncology, Region Jönköping County, Jönköping, Sweden.
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Building 404, 223 81, Lund, Sweden.
| | - Julia Tutzauer
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Building 404, 223 81, Lund, Sweden
| | | | - Olle Stål
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Maria Ekholm
- Department of Oncology, Region Jönköping County, Jönköping, Sweden
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Carina Forsare
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Building 404, 223 81, Lund, Sweden
| | - Bo Nordenskjöld
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Mårten Fernö
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Building 404, 223 81, Lund, Sweden
| | - Pär-Ola Bendahl
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Building 404, 223 81, Lund, Sweden
| | - Lisa Rydén
- Division of Surgery, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
- Department of Surgery, Skåne University Hospital, Malmö, Sweden
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5
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Russomanno K, Abdel Azim S, Patel VA. Immunomodulators for Non-Melanoma Skin Cancers: Updated Perspectives. Clin Cosmet Investig Dermatol 2023; 16:1025-1045. [PMID: 37095898 PMCID: PMC10122480 DOI: 10.2147/ccid.s362171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 03/20/2023] [Indexed: 04/26/2023]
Abstract
Non-melanoma skin cancers (NMSCs) are the most common cancers worldwide and may be associated with significant morbidity and mortality, especially in immunosuppressed populations. Successful management of NMSC must take primary, secondary and tertiary prevention strategies into consideration. In response to an improved understanding of the pathophysiology of NMSC and associated risk factors, multiple systemic and topical immunomodulatory drugs have been developed and integrated into clinical practice. Many of these drugs are efficacious in the prevention and treatment of precursor lesions (actinic keratoses; AKs), low-risk NMSC, and advanced disease. The identification of patients at high risk for the development of NMSC is critical in reducing disease morbidity. Understanding the various treatment options available and their comparative effectiveness is paramount for developing a personalized treatment regimen for such patients. This review article provides an updated overview of the various topical and systemic immunomodulatory drugs available for the prevention and treatment of NMSC, and the published data supporting their use in clinical practice.
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Affiliation(s)
- Kristen Russomanno
- Department of Dermatology, Medstar Georgetown University Hospital/Medstar Medical Group, Washington, DC, USA
| | - Sara Abdel Azim
- School of Medicine, Georgetown University, Washington, DC, USA
| | - Vishal A Patel
- Department of Dermatology, George Washington University, Washington, DC, USA
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Asleh K, Lluch A, Goytain A, Barrios C, Wang XQ, Torrecillas L, Gao D, Ruiz-Borrego M, Leung S, Bines J, Guerrero-Zotano Á, García-Sáenz JÁ, Cejalvo JM, Herranz J, Torres R, de la Haba-Rodriguez J, Ayala F, Gómez H, Rojo F, Nielsen TO, Martin M. Triple-Negative PAM50 Non-Basal Breast Cancer Subtype Predicts Benefit from Extended Adjuvant Capecitabine. Clin Cancer Res 2023; 29:389-400. [PMID: 36346687 PMCID: PMC9873250 DOI: 10.1158/1078-0432.ccr-22-2191] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 10/12/2022] [Accepted: 11/01/2022] [Indexed: 11/09/2022]
Abstract
PURPOSE Predictive biomarkers for capecitabine benefit in triple-negative breast cancer (TNBC) have been recently proposed using samples from phase III clinical trials, including non-basal phenotype and biomarkers related to angiogenesis, stroma, and capecitabine activation genes. We aimed to validate these findings on the larger phase III GEICAM/CIBOMA clinical trial. EXPERIMENTAL DESIGN Tumor tissues from patients with TNBC randomized to standard (neo)adjuvant chemotherapy followed by capecitabine versus observation were analyzed using a 164-gene NanoString custom nCounter codeset measuring mRNA expression. A prespecified statistical plan sought to verify the predictive capacity of PAM50 non-basal molecular subtype and tested the hypotheses that breast tumors with increased expression of (meta)genes for cytotoxic cells, mast cells, endothelial cells, PDL2, and 38 individual genes benefit from adjuvant capecitabine for distant recurrence-free survival (DRFS; primary endpoint) and overall survival. RESULTS Of the 876 women enrolled in the GEICAM/CIBOMA trial, 658 (75%) were evaluable for analysis (337 with capecitabine and 321 without). Of these cases, 553 (84%) were profiled as PAM50 basal-like whereas 105 (16%) were PAM50 non-basal. Non-basal subtype was the most significant predictor for capecitabine benefit [HRcapecitabine, 0.19; 95% confidence interval (CI), 0.07-0.54; P < 0.001] when compared with PAM50 basal-like (HRcapecitabine, 0.9; 95% CI, 0.63-1.28; P = 0.55; Pinteraction<0.001, adjusted P value = 0.01). Analysis of biological processes related to PAM50 non-basal subtype revealed its enrichment for mast cells, extracellular matrix, angiogenesis, and features of mesenchymal stem-like TNBC subtype. CONCLUSIONS In this prespecified correlative analysis of the GEICAM/CIBOMA trial, PAM50 non-basal status identified patients with early-stage TNBC most likely to benefit from capecitabine.
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Affiliation(s)
- Karama Asleh
- Department of Pathology and Laboratory Medicine, Genetic Pathology Evaluation Centre, University of British Columbia, Vancouver, Canada.,Interdisciplinary Oncology Program, Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Ana Lluch
- GEICAM, Spanish Breast Cancer Group, Madrid, Spain.,Hospital Clínico Universitario de Valencia, Valencia, Spain.,Instituto de Investigación Sanitaria INCLIVA, Universidad de Valencia, Valencia, Spain
| | - Angela Goytain
- Department of Pathology and Laboratory Medicine, Genetic Pathology Evaluation Centre, University of British Columbia, Vancouver, Canada
| | - Carlos Barrios
- Centro de Pesquisa Clínica Hospital São Lucas da PUCRS, Porto Alegre, Brazil.,LACOG, Latin American Cooperative Oncology Group, Porto Alegre, Brazil
| | - Xue Q. Wang
- Department of Pathology and Laboratory Medicine, Genetic Pathology Evaluation Centre, University of British Columbia, Vancouver, Canada
| | - Laura Torrecillas
- LACOG, Latin American Cooperative Oncology Group, Porto Alegre, Brazil.,Centro Médico Nacional 20 de Noviembre ISSSTE, CDMX, Mexico
| | - Dongxia Gao
- Department of Pathology and Laboratory Medicine, Genetic Pathology Evaluation Centre, University of British Columbia, Vancouver, Canada
| | - Manuel Ruiz-Borrego
- GEICAM, Spanish Breast Cancer Group, Madrid, Spain.,Hospital Universitario Virgen del Rocío, Sevilla, Spain
| | - Samuel Leung
- Department of Pathology and Laboratory Medicine, Genetic Pathology Evaluation Centre, University of British Columbia, Vancouver, Canada
| | - José Bines
- LACOG, Latin American Cooperative Oncology Group, Porto Alegre, Brazil.,National Cancer Institute (INCA), Brazil
| | - Ángel Guerrero-Zotano
- GEICAM, Spanish Breast Cancer Group, Madrid, Spain.,Instituto Valenciano de Oncología (IVO), Valencia, Spain
| | - Jose Ángel García-Sáenz
- GEICAM, Spanish Breast Cancer Group, Madrid, Spain.,Department of Oncology and Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), Madrid, Spain
| | - Juan Miguel Cejalvo
- GEICAM, Spanish Breast Cancer Group, Madrid, Spain.,Hospital Clínico Universitario de Valencia, Valencia, Spain.,Instituto de Investigación Sanitaria INCLIVA, Universidad de Valencia, Valencia, Spain
| | | | - Roberto Torres
- LACOG, Latin American Cooperative Oncology Group, Porto Alegre, Brazil.,Instituto Nacional del Cáncer, Santiago, Chile
| | - Juan de la Haba-Rodriguez
- GEICAM, Spanish Breast Cancer Group, Madrid, Spain.,Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)–Hospital Universitario Reina Sofía, Universidad de Córdoba, Córdoba, Spain.,Oncology Biomedical Research National Network (CIBERONC-ISCIII), Madrid, Spain
| | - Francisco Ayala
- GEICAM, Spanish Breast Cancer Group, Madrid, Spain.,Hospital General Universitario Morales Meseguer, Murcia, Spain
| | - Henry Gómez
- LACOG, Latin American Cooperative Oncology Group, Porto Alegre, Brazil.,Instituto Nacional de Enfermedades Neoplásicas (INEN), Lima, Peru.,Universidad Ricardo Palma, Lima, Peru
| | - Federico Rojo
- GEICAM, Spanish Breast Cancer Group, Madrid, Spain.,Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain.,Oncology Biomedical Research National Network (CIBERONC-ISCIII), Madrid, Spain
| | - Torsten O. Nielsen
- Department of Pathology and Laboratory Medicine, Genetic Pathology Evaluation Centre, University of British Columbia, Vancouver, Canada
| | - Miguel Martin
- GEICAM, Spanish Breast Cancer Group, Madrid, Spain.,Oncology Biomedical Research National Network (CIBERONC-ISCIII), Madrid, Spain.,Instituto de Investigación Sanitaria Gregorio Marañón, Medicine Department, Universidad Complutense, Madrid, Spain.,Corresponding Author: Miguel Martin, Hospital General Universitario Gregorio Marañón, C. Dr. Esquerdo, 46, 28007 Madrid, Spain. Phone: 349-1659-2870; E-mail:
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Kim R, Kawai A, Wakisaka M, Shimoyama M, Yasuda N, Kin T, Arihiro K. Breast cancer recurrence and survival rates in patients who underwent breast-conserving surgery under non-mechanically ventilated anesthesia. Cancer Rep (Hoboken) 2023; 6:e1643. [PMID: 35655440 PMCID: PMC9875645 DOI: 10.1002/cnr2.1643] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 02/25/2022] [Accepted: 05/12/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Recurrence after primary treatment is an important obstacle to the curing of primary breast cancer. Less-immunosuppressive anesthetic techniques, such as local anesthesia with lidocaine, intravenous anesthesia (IVA) with propofol, and/or sedation with midazolam under spontaneous breathing may reduce breast cancer recurrence compared with standard general anesthesia techniques such as IVA and inhalation anesthesia with opioids under mechanical ventilation. AIM The aim of this study was to analyze the factors involved in breast cancer recurrence in patients who underwent breast-conserving surgery (BCS) under non-mechanically ventilated anesthesia. METHODS The study included 491 consecutive patients with stages 0-III breast cancer who underwent BCS/axillary lymph-node management with local anesthesia and IVA and/or sedation under non-mechanical ventilation between May 2008 and September 2021. Survival and recurrence were assessed by retrospective cohort analysis. RESULTS The median follow-up period was 2565 days (range, 28-4834 days). The overall and breast cancer-specific survival rates were 92.9% and 95.6%, respectively. Twenty-one deaths, of which 11 were breast cancer-related, occurred. Disease recurred in 29 (5.9%) patients, of whom 15 patients received neoadjuvant chemotherapy (NAC) and 14 patients received adjuvant therapy (chemotherapy in 12 cases). The surgical procedure performed, but not other clinicopathological factors [recurrence site, P stage, tumor subtype, and disease-free interval (DFI)], differed between the NAC and adjuvant therapy groups. The DFI tended to be shorter in the NAC group than in the adjuvant therapy group. The pathological therapeutic effect grade after NAC was 1 in 12 patients and ≥2 in 3 patients. CONCLUSION More than 50% (15/29) of patients with recurrence who underwent BCS were given NAC, but most patients did not respond to it. Similarly, adjuvant chemotherapy may not have contributed to the eradication of residual tumor cells after BCS. To reduce breast cancer recurrence in patients undergoing BCS, treatment strategies, especially for patients who do not respond to NAC or adjuvant chemotherapy, need to be developed. Non-mechanical ventilation anesthesia may also affect the incidence of breast cancer recurrence.
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Affiliation(s)
- Ryungsa Kim
- Department of Breast SurgeryHiroshima Mark ClinicHiroshimaJapan
| | - Ami Kawai
- Department of Breast SurgeryHiroshima Mark ClinicHiroshimaJapan
| | - Megumi Wakisaka
- Department of Breast SurgeryHiroshima Mark ClinicHiroshimaJapan
| | - Mika Shimoyama
- Department of Breast SurgeryHiroshima Mark ClinicHiroshimaJapan
| | - Naomi Yasuda
- Department of Breast SurgeryHiroshima Mark ClinicHiroshimaJapan
| | - Takanori Kin
- Department of Breast SurgeryHiroshima City HospitalHiroshimaJapan
| | - Koji Arihiro
- Department of Anatomical PathologyHiroshima University HospitalHiroshimaJapan
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8
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Leng J, Wu LY. Interaction-based transcriptome analysis via differential network inference. Brief Bioinform 2022; 23:6768051. [PMID: 36274239 PMCID: PMC9677477 DOI: 10.1093/bib/bbac466] [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: 07/08/2022] [Revised: 09/13/2022] [Accepted: 09/28/2022] [Indexed: 12/14/2022] Open
Abstract
Gene-based transcriptome analysis, such as differential expression analysis, can identify the key factors causing disease production, cell differentiation and other biological processes. However, this is not enough because basic life activities are mainly driven by the interactions between genes. Although there have been already many differential network inference methods for identifying the differential gene interactions, currently, most studies still only use the information of nodes in the network for downstream analyses. To investigate the insight into differential gene interactions, we should perform interaction-based transcriptome analysis (IBTA) instead of gene-based analysis after obtaining the differential networks. In this paper, we illustrated a workflow of IBTA by developing a Co-hub Differential Network inference (CDN) algorithm, and a novel interaction-based metric, pivot APC2. We confirmed the superior performance of CDN through simulation experiments compared with other popular differential network inference algorithms. Furthermore, three case studies are given using colorectal cancer, COVID-19 and triple-negative breast cancer datasets to demonstrate the ability of our interaction-based analytical process to uncover causative mechanisms.
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Affiliation(s)
- Jiacheng Leng
- IAM, MADIS, NCMIS, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China,School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Ling-Yun Wu
- Corresponding author. Ling-Yun Wu, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China; School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China. E-mail:
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Mireștean CC, Iancu RI, Iancu DPT. Capecitabine-A "Permanent Mission" in Head and Neck Cancers "War Council"? J Clin Med 2022; 11:5582. [PMID: 36233450 PMCID: PMC9573684 DOI: 10.3390/jcm11195582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 09/09/2022] [Accepted: 09/20/2022] [Indexed: 11/16/2022] Open
Abstract
Capecitabine, an oral pro-drug that is metabolized to 5-FU, has been used in clinical practice for more than 20 years, being part of the therapeutic standard for digestive and breast cancers. The use of capecitabine has been evaluated in many trials including cases diagnosed in recurrent or metastatic settings. Induction regimens or a combination with radiation therapy were evaluated in head and neck cancers, but 5-FU still remained the fluoropyrimidine used as a part of the current therapeutic standard. Quantifications of levels or ratios for enzymes are involved in the capecitabine metabolism to 5-FU but are also involved in its conversion and elimination that may lead to discontinuation, dose reduction or escalation of treatment in order to obtain the best therapeutic ratio. These strategies based on biomarkers may be relevant in the context of the implementation of precision oncology. In particular for head and neck cancers, the identification of biomarkers to select possible cases of severe toxicity requiring discontinuation of treatment, including "multi-omics" approaches, evaluate not only serological biomarkers, but also miRNAs, imaging and radiomics which will ensure capecitabine a role in both induction and concomitant or even adjuvant and palliative settings. An approach including routine testing of dihydropyrimidine dehydrogenase (DPD) or even the thymidine phosphorylase (TP)/DPD ratio and the inclusion of miRNAs, imaging and radiomics parameters in multi-omics models will help implement "precision chemotherapy" in HNC, a concept supported by the importance of avoiding interruptions or treatment delays in this type of cancer. The chemosensitivity and prognostic features of HPV-OPC cancers open new horizons for the use of capecitabine in heavily pretreated metastatic cases. Vorinostat and lapatinib are agents that can be associated with capecitabine in future clinical trials to increase the therapeutic ratio.
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Affiliation(s)
- Camil Ciprian Mireștean
- Department of Medical Oncology and Radiotherapy, University of Medicine and Pharmacy Craiova, 200349 Craiova, Romania
- Department of Surgery, Railways Clinical Hospital, 700506 Iasi, Romania
| | - Roxana Irina Iancu
- Oral Pathology Department, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Department of Clinical Laboratory, St. Spiridon Emergency Hospital, 700111 Iasi, Romania
| | - Dragoș Petru Teodor Iancu
- Department of Medical Oncology and Radiotherapy, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Department of Radiation Oncology, Regional Institute of Oncology, 700483 Iasi, Romania
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10
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Bignucolo A, Scarabel L, Toffoli G, Cecchin E, De Mattia E. Predicting drug response and toxicity in metastatic colorectal cancer: the role of germline markers. Expert Rev Clin Pharmacol 2022; 15:689-713. [PMID: 35829762 DOI: 10.1080/17512433.2022.2101447] [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: 11/04/2022]
Abstract
INTRODUCTION Despite the introduction of targeted agents leading to therapeutic advances, clinical management of patients with metastatic colorectal cancer (mCRC) is still challenged by significant interindividual variability in treatment outcomes, both in terms of toxicity and therapy efficacy. The study of germline genetic variants could help to personalize and optimize therapeutic approaches in mCRC. AREAS COVERED A systematic review of pharmacogenetic studies in mCRC patients published on PubMed between 2011 and 2021, evaluating the role of germline variants as predictive markers of toxicity and efficacy of drugs currently approved for treatment of mCRC, was perfomed. EXPERT OPINION Despite the large amount of pharmacogenetic data published to date, only a few genetic markers (i.e., DPYD and UGT1A1 variants) reached the clinical practice, mainly to prevent the toxic effects of chemotherapy. The large heterogeneity of available studies represents the major limitation in comparing results and identifying potential markers for clinical use, the role of which remains exploratory in most cases. However, the available published findings are an important starting point for future investigations. They highlighted new promising pharmacogenetic markers within the network of inflammatory and immune response signaling. In addition, the emerging role of previously overlooked rare variants has been pointed out.
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Affiliation(s)
- Alessia Bignucolo
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Via Franco Gallini 2, 33081 Aviano (PN), Italy
| | - Lucia Scarabel
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Via Franco Gallini 2, 33081 Aviano (PN), Italy
| | - Giuseppe Toffoli
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Via Franco Gallini 2, 33081 Aviano (PN), Italy
| | - Erika Cecchin
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Via Franco Gallini 2, 33081 Aviano (PN), Italy
| | - Elena De Mattia
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Via Franco Gallini 2, 33081 Aviano (PN), Italy
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11
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Zhang J, Pan S, Jian C, Hao L, Dong J, Sun Q, Jin H, Han X. Immunostimulatory Properties of Chemotherapy in Breast Cancer: From Immunogenic Modulation Mechanisms to Clinical Practice. Front Immunol 2022; 12:819405. [PMID: 35069604 PMCID: PMC8766762 DOI: 10.3389/fimmu.2021.819405] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Accepted: 12/14/2021] [Indexed: 12/12/2022] Open
Abstract
Breast cancer (BC) is the most common malignancy among females. Chemotherapy drugs remain the cornerstone of treatment of BC and undergo significant shifts over the past 100 years. The advent of immunotherapy presents promising opportunities and constitutes a significant complementary to existing therapeutic strategies for BC. Chemotherapy as a cytotoxic treatment that targets proliferation malignant cells has recently been shown as an effective immune-stimulus in multiple ways. Chemotherapeutic drugs can cause the release of damage-associated molecular patterns (DAMPs) from dying tumor cells, which result in long-lasting antitumor immunity by the key process of immunogenic cell death (ICD). Furthermore, Off-target effects of chemotherapy on immune cell subsets mainly involve activation of immune effector cells including natural killer (NK) cells, dendritic cells (DCs), and cytotoxic T cells, and depletion of immunosuppressive cells including Treg cells, M2 macrophages and myeloid-derived suppressor cells (MDSCs). Current mini-review summarized recent large clinical trials regarding the combination of chemotherapy and immunotherapy in BC and addressed the molecular mechanisms of immunostimulatory properties of chemotherapy in BC. The purpose of our work was to explore the immune-stimulating effects of chemotherapy at the molecular level based on the evidence from clinical trials, which might be a rationale for combinations of chemotherapy and immunotherapy in BC.
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Affiliation(s)
- Jinguo Zhang
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, China
| | - Shuaikang Pan
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, China
| | - Chen Jian
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, China
| | - Li Hao
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, China
| | - Jie Dong
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, China
| | - Qingqing Sun
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, China
| | - Hongwei Jin
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, China
| | - Xinghua Han
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, China
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12
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de Boo LW, Jóźwiak K, Joensuu H, Lindman H, Lauttia S, Opdam M, van Steenis C, Brugman W, Kluin RJC, Schouten PC, Kok M, Nederlof PM, Hauptmann M, Linn SC. Adjuvant capecitabine-containing chemotherapy benefit and homologous recombination deficiency in early-stage triple-negative breast cancer patients. Br J Cancer 2022; 126:1401-1409. [PMID: 35124703 PMCID: PMC9090783 DOI: 10.1038/s41416-022-01711-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 12/16/2021] [Accepted: 01/17/2022] [Indexed: 12/21/2022] Open
Abstract
Background The addition of adjuvant capecitabine to standard chemotherapy of early-stage triple-negative breast cancer (TNBC) patients has improved survival in a few randomised trials and in meta-analyses. However, many patients did not benefit. We evaluated the BRCA1-like DNA copy number signature, indicative of homologous recombination deficiency, as a predictive biomarker for capecitabine benefit in the TNBC subgroup of the FinXX trial. Methods Early-stage TNBC patients were randomised between adjuvant capecitabine-containing (TX + CEX: capecitabine-docetaxel, followed by cyclophosphamide-epirubicin-capecitabine) and conventional chemotherapy (T + CEF: docetaxel, followed by cyclophosphamide-epirubicin-fluorouracil). Tumour BRCA1-like status was determined on low-coverage, whole genome next-generation sequencing data using an established DNA comparative genomic hybridisation algorithm. Results For 129/202 (63.9%) patients the BRCA1-like status could be determined, mostly due to lack of tissue. During a median follow-up of 10.7 years, 35 recurrences and 32 deaths occurred. Addition of capecitabine appears to improve recurrence-free survival more among 61 (47.3%) patients with non-BRCA1-like tumours (HR 0.23, 95% CI 0.08–0.70) compared to 68 (52.7%) patients with BRCA1-like tumours (HR 0.66, 95% CI 0.24–1.81) (P-interaction = 0.17). Conclusion Based on our data, patients with non-BRCA1-like TNBC appear to benefit from the addition of capecitabine to adjuvant chemotherapy. Patients with BRCA1-like TNBC may also benefit. Additional research is needed to define the subgroup within BRCA1-like TNBC patients who may not benefit from adjuvant capecitabine.
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13
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Zhang Z, Ma K, Li J, Guan Y, Yang C, Yan A, Zhu H. The Clinical Value of Chemotherapy Combined With Capecitabine in Triple-Negative Breast Cancer-A Meta-Analysis. Front Pharmacol 2021; 12:771839. [PMID: 34867401 PMCID: PMC8634095 DOI: 10.3389/fphar.2021.771839] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 10/29/2021] [Indexed: 11/19/2022] Open
Abstract
Purpose: Triple-negative breast cancer (TNBC) is the most dangerous subtype of breast cancer with high rates of metastasis and recurrence. The efficacy of capecitabine in chemotherapy for TNBC is still controversial. This study evaluated the efficacy and safety of capecitabine combining with standard, adjuvant or neoadjuvant chemotherapy for TNBC. Methods: We systematically searched clinical studies through PubMed, Cochrane library, Embase, Wanfang Database, China Academic Journals (CNKI), and American Society of Clinical Oncology’s (ASCO) annual conference report. Studies were assessed for design and quality by the Cochrane risk of bias tool. A meta-analysis was performed using Review Manager to quantify the effect of capecitabine combined with standard, adjuvant or neoadjuvant chemotherapy on the disease-free survival (DFS) rate and overall survival (OS) rate of TNBC patients. Furthermore, safety analysis was performed to evaluate the adverse events. Results: Twelve randomized controlled clinical trials involving totally 4854 TNBC patients were included, of which 2,214 patients received chemotherapy as control group, and 2,278 patients received capecitabine combining with chemotherapy. The results indicated that capecitabine could significantly improve the DFS [hazard ratio (HR) 0.80, 95% confidence interval (CI) 0.71–0.90, P = 0.0003] and OS (HR 0.83, 95% CI 0.74–0.93, P = 0.001). In subgroup analysis, the combination of capecitabine and cyclophosphamide exhibited a significant benefit in all outcomes (DFS HR 0.75, 95% CI 0.63–0.90, P = 0.002; OS HR 0.65, 95% CI 0.52–0.80, p < 0.0001). Additionally, defferent dose of capecitabine subgroup showed same significant effect on the results. Safety analysis showed that the addition of capecitabine was associated with a much higher risk of hand-foot syndrome, diarrhea and mucositis or stomatitis. Conclusion: The results showed that adjuvant capecitabine could bring significant benefits on DFS and OS to unselected TNBC patients, the combination of capecitabine and cyclophosphamide could improve the survival rate of patients, although the addition of capecitabine could bring significant side effects such as hand foot syndrome (HFS) and diarrhea.
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Affiliation(s)
- Zilin Zhang
- Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, National "111" Center for Cellular Regulation and Molecular Pharmaceutics, School of Food and Biological Engineering, Hubei University of Technology, Wuhan, China
| | - Kai Ma
- Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, National "111" Center for Cellular Regulation and Molecular Pharmaceutics, School of Food and Biological Engineering, Hubei University of Technology, Wuhan, China
| | - Jing Li
- Pharmaceutical Department, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yeneng Guan
- Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, National "111" Center for Cellular Regulation and Molecular Pharmaceutics, School of Food and Biological Engineering, Hubei University of Technology, Wuhan, China
| | - Chaobo Yang
- Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, National "111" Center for Cellular Regulation and Molecular Pharmaceutics, School of Food and Biological Engineering, Hubei University of Technology, Wuhan, China
| | - Aqin Yan
- Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, National "111" Center for Cellular Regulation and Molecular Pharmaceutics, School of Food and Biological Engineering, Hubei University of Technology, Wuhan, China
| | - Hongda Zhu
- Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, National "111" Center for Cellular Regulation and Molecular Pharmaceutics, School of Food and Biological Engineering, Hubei University of Technology, Wuhan, China
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Hoefnagel SJM, Boonstra JJ, Russchen MJAM, Krishnadath KK. Towards Personalized Treatment Strategies for Esophageal Adenocarcinoma; A Review on the Molecular Characterization of Esophageal Adenocarcinoma and Current Research Efforts on Individualized Curative Treatment Regimens. Cancers (Basel) 2021; 13:4881. [PMID: 34638363 PMCID: PMC8508226 DOI: 10.3390/cancers13194881] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 09/23/2021] [Accepted: 09/27/2021] [Indexed: 11/18/2022] Open
Abstract
Esophageal cancers confer a major health challenge and are highly aggressive malignancies with poor prognosis. Esophageal adenocarcinoma (EAC) is one of the two major histopathological subtypes of esophageal cancer. Despite advances in treatment modalities, the prognosis of patients with EAC remains poor, with a 5-year survival rate that rarely exceeds 30% in patients treated with curative intent. Chemoradiotherapy followed by resection is the treatment of choice for EAC patients, which are deemed to be curable. Current patient stratification and treatments are based on outcomes from clinical trials. Unfortunately, the molecular heterogeneity of EAC which determines the chemo- and radiosensitivity of these cancers are not taken into account. A more personalized approach in the treatment of EAC could improve patient outcomes. This review aims at summarizing literature on translational and clinical research in the field of EAC which could be of importance to develop personalized approaches. As suggested by the TCGA, expression data features molecular classifications by different platforms, including miRNA, genomic mutations and reverse-phase protein arrays. Here, we summarize literature on transcriptomic, data-driven approaches to identify distinct subtypes of EAC associated with molecular features. These novel classifications may determine the responsiveness to chemo(radio)therapy and help to identify novel molecular targets within cell signaling pathways. Moreover, we discuss the current clinical research efforts on tailored treatment regimens for patients with EAC taking into account the heterogeneous response to chemoradiotherapy. We summarize the evidence regarding active surveillance instead of immediate surgical resection after application of neoadjuvant chemo(radio)therapy in EAC. We consider that in future patients with complete response to chemo(radio)therapy, predicted by (transcriptomic) biomarkers, might benefit most from this approach. Finally, challenges to overcome for current findings to be implemented in clinical practice and move the field forward are being discussed.
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Affiliation(s)
- Sanne J. M. Hoefnagel
- Department of Gastroenterology and Hepatology, Amsterdam UMC Location AMC, 1105 AZ Amsterdam, The Netherlands
| | - Jurjen J. Boonstra
- Department of Gastroenterology and Hepatology, Leiden UMC, 2333 ZA Leiden, The Netherlands;
| | | | - Kausilia K. Krishnadath
- Department of Gastroenterology and Hepatology, University Hospital Antwerp, 2650 Edegem, Belgium
- Laboratory of Experimental Medicine and Paediatrics, University of Antwerp, 2000 Antwerpen, Belgium
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Kim R, Kin T. Current and Future Therapies for Immunogenic Cell Death and Related Molecules to Potentially Cure Primary Breast Cancer. Cancers (Basel) 2021; 13:cancers13194756. [PMID: 34638242 PMCID: PMC8507525 DOI: 10.3390/cancers13194756] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Revised: 09/16/2021] [Accepted: 09/21/2021] [Indexed: 12/28/2022] Open
Abstract
Simple Summary How a cure for primary breast cancer after (neo)adjuvant therapy can be achieved at the molecular level remains unclear. Immune activation by anticancer drugs may contribute to the eradication of residual tumor cells by postoperative (neo)adjuvant chemotherapy. In addition, chemotherapy-induced immunogenic cell death (ICD) may result in long-term immune activation by memory effector T cells, leading to the curing of primary breast cancer. In this review, we discuss the molecular mechanisms by which anticancer drugs induce ICD and immunogenic modifications for antitumor immunity and targeted therapy against damage-associated molecular patterns. Our aim was to gain a better understanding of how to eradicate residual tumor cells treated with anticancer drugs and cure primary breast cancer by enhancing antitumor immunity with immune checkpoint inhibitors and vaccines. Abstract How primary breast cancer can be cured after (neo)adjuvant therapy remains unclear at the molecular level. Immune activation by anticancer agents may contribute to residual tumor cell eradication with postsurgical (neo)adjuvant chemotherapy. Chemotherapy-induced immunogenic cell death (ICD) may result in long-term immune activation with memory effector T cells, leading to a primary breast cancer cure. Anthracycline and taxane treatments cause ICD and immunogenic modulations, resulting in the activation of antitumor immunity through damage-associated molecular patterns (DAMPs), such as adenosine triphosphate, calreticulin, high mobility group box 1, heat shock proteins 70/90, and annexin A1. This response may eradicate residual tumor cells after surgical treatment. Although DAMP release is also implicated in tumor progression, metastasis, and drug resistance, thereby representing a double-edged sword, robust immune activation by anticancer agents and the subsequent acquisition of long-term antitumor immune memory can be essential components of the primary breast cancer cure. This review discusses the molecular mechanisms by which anticancer drugs induce ICD and immunogenic modifications for antitumor immunity and targeted anti-DAMP therapy. Our aim was to improve the understanding of how to eradicate residual tumor cells treated with anticancer drugs and cure primary breast cancer by enhancing antitumor immunity with immune checkpoint inhibitors and vaccines.
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Affiliation(s)
- Ryungsa Kim
- Department of Breast Surgery, Hiroshima Mark Clinic, 1-4-3F, 2-Chome Ohte-machi, Naka-ku, Hiroshima 730-0051, Japan
- Correspondence:
| | - Takanori Kin
- Department of Breast Surgery, Hiroshima City Hospital, 7-33, Moto-machi, Naka-ku, Hiroshima 730-8518, Japan;
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Rakaee M, Kilvaer TK, Jamaly S, Berg T, Paulsen EE, Berglund M, Richardsen E, Andersen S, Al-Saad S, Poehl M, Pezzella F, Kwiatkowski DJ, Bremnes RM, Busund LTR, Donnem T. Tertiary lymphoid structure score: a promising approach to refine the TNM staging in resected non-small cell lung cancer. Br J Cancer 2021; 124:1680-1689. [PMID: 33723388 PMCID: PMC8110789 DOI: 10.1038/s41416-021-01307-y] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 01/19/2021] [Accepted: 02/02/2021] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND We previously proposed an immune cell score (tumour node metastasis (TNM)-Immune cell score) classifier as an add-on to the existing TNM staging system for non-small cell lung cancer (NSCLC). Herein, we examined how to reliably assess a tertiary lymphoid structure (TLS) score to refine the TNM staging system. METHODS Using immunohistochemistry (CD8/cytokeratin), we quantified TLS in resected NSCLC whole-tumour tissue sections with three different scoring models on two independent collections (total of 553 patients). In a pilot setting, NanoString gene expression signatures were analysed for associations with TLS. RESULTS The number of TLSs significantly decreased in stage III patients as compared to stage II. The TLS score was an independent positive prognostic factor, regardless of the type of (semi)-quantification strategy used (four-scale semi-quantitative; absolute count of total TLS; subpopulation of mature TLS) or the endpoint (disease-specific survival; overall survival; time to recurrence). Subgroup analyses revealed a significant prognostic impact of TLS score within each pathological stage, patient cohort and main histological subtype. Targeted gene expression analysis showed that high TLS levels were associated with the expression of B cell and adaptive immunity genes/metagenes including tumour inflammation signature. CONCLUSIONS The TLS score increases the prognostic power in each pathological stage and hence has the potential to refine TNM staging in resected NSCLC.
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Affiliation(s)
- Mehrdad Rakaee
- grid.10919.300000000122595234Department of Clinical Medicine, UiT, The Arctic University of Norway, Tromso, Norway ,grid.10919.300000000122595234Department of Medical Biology, UiT, The Arctic University of Norway, Tromso, Norway
| | - Thomas K. Kilvaer
- grid.10919.300000000122595234Department of Clinical Medicine, UiT, The Arctic University of Norway, Tromso, Norway ,grid.412244.50000 0004 4689 5540Department of Oncology, University Hospital of North Norway, Tromso, Norway
| | - Simin Jamaly
- grid.10919.300000000122595234Department of Medical Biology, UiT, The Arctic University of Norway, Tromso, Norway
| | - Thomas Berg
- grid.412244.50000 0004 4689 5540Department of Clinical Pathology, University Hospital of North Norway, Tromso, Norway
| | - Erna-Elise Paulsen
- grid.10919.300000000122595234Department of Clinical Medicine, UiT, The Arctic University of Norway, Tromso, Norway ,grid.412244.50000 0004 4689 5540Department of Oncology, University Hospital of North Norway, Tromso, Norway
| | - Marte Berglund
- grid.412244.50000 0004 4689 5540Department of Clinical Pathology, University Hospital of North Norway, Tromso, Norway
| | - Elin Richardsen
- grid.10919.300000000122595234Department of Medical Biology, UiT, The Arctic University of Norway, Tromso, Norway ,grid.412244.50000 0004 4689 5540Department of Clinical Pathology, University Hospital of North Norway, Tromso, Norway
| | - Sigve Andersen
- grid.10919.300000000122595234Department of Clinical Medicine, UiT, The Arctic University of Norway, Tromso, Norway ,grid.412244.50000 0004 4689 5540Department of Oncology, University Hospital of North Norway, Tromso, Norway
| | - Samer Al-Saad
- grid.412244.50000 0004 4689 5540Department of Clinical Pathology, University Hospital of North Norway, Tromso, Norway
| | - Mette Poehl
- grid.475435.4Department of Oncology, Rigshospitalet, Copenhagen, Denmark
| | - Francesco Pezzella
- grid.4991.50000 0004 1936 8948Nuffield Department of Clinical Laboratory Sciences, University of Oxford, Oxford, UK
| | - David J. Kwiatkowski
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.62560.370000 0004 0378 8294Department of Medicine, Brigham and Women’s Hospital, Boston, MA USA
| | - Roy M. Bremnes
- grid.10919.300000000122595234Department of Clinical Medicine, UiT, The Arctic University of Norway, Tromso, Norway ,grid.412244.50000 0004 4689 5540Department of Oncology, University Hospital of North Norway, Tromso, Norway
| | - Lill-Tove Rasmussen Busund
- grid.10919.300000000122595234Department of Medical Biology, UiT, The Arctic University of Norway, Tromso, Norway ,grid.412244.50000 0004 4689 5540Department of Clinical Pathology, University Hospital of North Norway, Tromso, Norway
| | - Tom Donnem
- grid.10919.300000000122595234Department of Clinical Medicine, UiT, The Arctic University of Norway, Tromso, Norway ,grid.412244.50000 0004 4689 5540Department of Oncology, University Hospital of North Norway, Tromso, Norway
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IL15RA and SMAD3 Genetic Variants Predict Overall Survival in Metastatic Colorectal Cancer Patients Treated with FOLFIRI Therapy: A New Paradigm. Cancers (Basel) 2021; 13:cancers13071705. [PMID: 33916844 PMCID: PMC8038482 DOI: 10.3390/cancers13071705] [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: 01/29/2021] [Revised: 03/25/2021] [Accepted: 04/01/2021] [Indexed: 12/20/2022] Open
Abstract
Simple Summary There is an increasing scientific interest in the study of the interaction between the immune system and drugs in cancer that can affect the efficacy of an anti-cancer treatment. This study was undertaken to better understand if the genetic characteristic of a cancer patient’s immune system can predict the tumor response to the treatment and the duration of survival. The topic was studied on 335 metastatic colorectal cancer patients treated with a first-line chemotherapy (FOLFIRI regimen, irinotecan-5-fluorouracil-leucovorin). The research highlighted two markers, IL15RA-rs7910212 and SMAD3-rs7179840, significantly associated with the patient’s survival. When considering IL15RA-rs7910212 and SMAD3-rs7179840 in combination with other two genetic markers previously investigated (NR1I2-rs1054190, VDR-rs7299460), we built up a highly predictive genetic score of survival. The herein identified markers must be further validated, but still represent good candidates to understand how much a patient with a metastatic colorectal cancer can benefit from a chemotherapy with FOLFIRI regimen. Abstract A new paradigm in cancer chemotherapy derives from the interaction between chemotherapeutics, including irinotecan and 5-fluorouracil (5-FU), and the immune system. The patient’s immune response can modulate chemotherapy effectiveness, and, on the other hand, chemotherapeutic agents can foster tumor cell immunogenicity. On these grounds, the analysis of the cancer patients’ immunogenetic characteristics and their effect on survival after chemotherapy represent a new frontier. This study aims to identify genetic determinants in the immuno-related pathways predictive of overall survival (OS) after FOLFIRI (irinotecan, 5-FU, leucovorin) therapy. Two independent cohorts comprising a total of 335 patients with metastatic colorectal cancer (mCRC) homogeneously treated with first-line FOLFIRI were included in the study. The prognostic effect of 192 tagging genetic polymorphisms in 34 immune-related genes was evaluated using the bead array technology. The IL15RA rs7910212-C allele was associated with worse OS in both discovery (HR: 1.57, p = 0.0327, Bootstrap p-value = 0.0280) and replication (HR: 1.71, p = 0.0411) cohorts. Conversely, SMAD3 rs7179840-C allele was associated with better OS in both discovery (HR: 0.65, p = 0.0202, Bootstrap p-value = 0.0203) and replication (HR: 0.61, p = 0.0216) cohorts. A genetic prognostic score was generated integrating IL15RA-rs7910212 and SMAD3-rs7179840 markers with inflammation-related prognostic polymorphisms we previously identified in the same study population (i.e., PXR [NR1I2]-rs1054190, VDR-rs7299460). The calculated genetic score successfully discriminated patients with different survival probabilities (p < 0.0001 log-rank test). These findings provide new insight on the prognostic value of genetic determinants, such as IL15RA and SMAD3 markers, and could offer a new decision tool to improve the clinical management of patients with mCRC receiving FOLFIRI.
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Peng W, Li JD, Zeng JJ, Zou XP, Tang D, Tang W, Rong MH, Li Y, Dai WB, Tang ZQ, Feng ZB, Chen G. Clinical value and potential mechanisms of COL8A1 upregulation in breast cancer: a comprehensive analysis. Cancer Cell Int 2020; 20:392. [PMID: 32818022 PMCID: PMC7427770 DOI: 10.1186/s12935-020-01465-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Accepted: 07/29/2020] [Indexed: 12/24/2022] Open
Abstract
Background The situation faced by breast cancer patients, especially those with triple-negative breast cancer, is still grave. More effective therapeutic targets are needed to optimize the clinical management of breast cancer. Although collagen type VIII alpha 1 chain (COL8A1) has been shown to be downregulated in BRIP1-knockdown breast cancer cells, its clinical role in breast cancer remains unknown. Methods Gene microarrays and mRNA sequencing data were downloaded and integrated into larger matrices based on various platforms. Therefore, this is a multi-centered study, which contains 5048 breast cancer patients and 1161 controls. COL8A1 mRNA expression in breast cancer was compared between molecular subtypes. In-house immunohistochemistry staining was used to evaluate the protein expression of COL8A1 in breast cancer. A diagnostic test was performed to assess its clinical value. Furthermore, based on differentially expressed genes (DEGs) and co-expressed genes (CEGs) positively related to COL8A1, functional enrichment analyses were performed to explore the biological function and potential molecular mechanisms of COL8A1 underlying breast cancer. Results COL8A1 expression was higher in breast cancer patients than in control samples (standardized mean difference = 0.79; 95% confidence interval [CI] 0.55–1.03). Elevated expression was detected in various molecular subtypes of breast cancer. An area under a summary receiver operating characteristic curve of 0.80 (95% CI 0.76–0.83) with sensitivity of 0.77 (95% CI 0.69–0.83) and specificity of 0.70 (95% CI 0.61–0.78) showed moderate capacity of COL8A1 in distinguishing breast cancer patients from control samples. Worse overall survival was found in the higher than in the lower COL8A1 expression groups. Intersected DEGs and CEGs positively related to COL8A1 were significantly clustered in the proteoglycans in cancer and ECM-receptor interaction pathways. Conclusions Elevated COL8A1 may promote the migration of breast cancer by mediating the ECM-receptor interaction and synergistically interplaying with DEGs and its positively related CEGs independently of molecular subtypes. Several genes clustered in the proteoglycans in cancer pathway are potential targets for developing effective agents for triple-negative breast cancer.
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Affiliation(s)
- Wei Peng
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, NO.6, Shuangyong Road, Nanning, Guangxi 530021 People's Republic of China
| | - Jian-Di Li
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, NO.6, Shuangyong Road, Nanning, Guangxi 530021 People's Republic of China
| | - Jing-Jing Zeng
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, NO.6, Shuangyong Road, Nanning, Guangxi 530021 People's Republic of China
| | - Xiao-Ping Zou
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, NO.6, Shuangyong Road, Nanning, Guangxi 530021 People's Republic of China
| | - Deng Tang
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, NO.6, Shuangyong Road, Nanning, Guangxi 530021 People's Republic of China
| | - Wei Tang
- Department of Breast Surgery, Guangxi Medical University Cancer Hospital, NO.71, Hedi Road, Nanning, Guangxi 530021 People's Republic of China
| | - Min-Hua Rong
- Department of Research, Guangxi Medical University Cancer Hospital, NO.71, Hedi Road, Nanning, Guangxi 530021 People's Republic of China
| | - Ying Li
- Department of Pathology, Qinzhou First People's Hospital, NO.8, Ming Yang Street, Qinzhou, Guangxi 535001 People's Republic of China
| | - Wen-Bin Dai
- Department of Pathology, Liuzhou People's Hospital, NO.8, Wenchang Road, Chengzhong District, Liuzhou, Guangxi 545006 People's Republic of China
| | - Zhong-Qing Tang
- Department of Pathology, Wuzhou Workers' Hospital, The Seventh Affiliated Hospital of Guangxi Medical University, NO.1, Nansanxiang Gaodi Road, Wuzhou, 543000 People's Republic of China
| | - Zhen-Bo Feng
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, NO.6, Shuangyong Road, Nanning, Guangxi 530021 People's Republic of China
| | - Gang Chen
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, NO.6, Shuangyong Road, Nanning, Guangxi 530021 People's Republic of China
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