1
|
Yang B, Quan Y, Zhao W, Ji Y, Yang X, Li J, Li Y, Liu X, Wang Y, Li Y. Design, synthesis and biological evaluation of 2-((4-sulfamoylphenyl)amino)-pyrrolo[2,3-d]pyrimidine derivatives as CDK inhibitors. J Enzyme Inhib Med Chem 2023; 38:2169282. [PMID: 36656085 PMCID: PMC9858427 DOI: 10.1080/14756366.2023.2169282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
To explore the potential use of CDK inhibitors in pancreatic ductal adenocarcinoma (PDAC) therapy, a series of novel 2-((4-sulfamoylphenyl)amino)-pyrrolo[2,3-d]pyrimidine derivatives was designed, synthesised, and investigated for inhibition on both CDK kinase activity and cellular proliferation of pancreatic cancer. Most of new sulphonamide-containing derivatives demonstrated strong inhibitory activity on CDK9 and obvious anti-proliferative activity in cell culture. Moreover, two new compounds suppressed cell proliferation of multiple human pancreatic cancer cell lines. The most potent compound 2g inhibited cancer cell proliferation by blocking Rb phosphorylation and induced apoptosis via downregulation of CDK9 downstream proteins Mcl-1 and c-Myc in MIA PaCa-2 cells. CDK9 knockdown experiment suggests its anti-proliferative activity is mainly mediated by CDK9. Additionally, 2g displayed moderate tumour inhibition effect in AsPC-1 derived xenograft mice model. Altogether, this study provided a new start for further optimisation to develop potential CDK inhibitor candidates for PDAC treatment by alone or combination use.
Collapse
Affiliation(s)
- Bo Yang
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Yanni Quan
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Wuli Zhao
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Yingjie Ji
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Xiaotang Yang
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Jianrui Li
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Yi Li
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Xiujun Liu
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Ying Wang
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China,Ying Wang Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100050, China
| | - Yanping Li
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China,CONTACT Yanping Li
| |
Collapse
|
2
|
Saputra HA, Jannath KA, Kim KB, Park DS, Shim YB. Conducting polymer composite-based biosensing materials for the diagnosis of lung cancer: A review. Int J Biol Macromol 2023; 252:126149. [PMID: 37582435 DOI: 10.1016/j.ijbiomac.2023.126149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 08/02/2023] [Accepted: 08/03/2023] [Indexed: 08/17/2023]
Abstract
The development of a simple and fast cancer detection method is crucial since early diagnosis is a key factor in increasing survival rates for lung cancer patients. Among several diagnosis methods, the electrochemical sensor is the most promising one due to its outstanding performance, portability, real-time analysis, robustness, amenability, and cost-effectiveness. Conducting polymer (CP) composites have been frequently used to fabricate a robust sensor device, owing to their excellent physical and electrochemical properties as well as biocompatibility with nontoxic effects on the biological system. This review brings up a brief overview of the importance of electrochemical biosensors for the early detection of lung cancer, with a detailed discussion on the design and development of CP composite materials for biosensor applications. The review covers the electrochemical sensing of numerous lung cancer markers employing composite electrodes based on the conducting polyterthiophene, poly(3,4-ethylenedioxythiophene), polyaniline, polypyrrole, molecularly imprinted polymers, and others. In addition, a hybrid of the electrochemical biosensors and other techniques was highlighted. The outlook was also briefly discussed for the development of CP composite-based electrochemical biosensors for POC diagnostic devices.
Collapse
Affiliation(s)
- Heru Agung Saputra
- Department of Chemistry and Chemistry Institute for Functional Materials, Pusan National University, Busan 46241, Republic of Korea
| | - Khatun A Jannath
- Department of Chemistry and Chemistry Institute for Functional Materials, Pusan National University, Busan 46241, Republic of Korea
| | - Kwang Bok Kim
- Digital Health Care R&D Department, Korea Institute of Industrial Technology, Cheonan 31056, Republic of Korea
| | - Deog-Su Park
- Department of Chemistry and Chemistry Institute for Functional Materials, Pusan National University, Busan 46241, Republic of Korea
| | - Yoon-Bo Shim
- Department of Chemistry and Chemistry Institute for Functional Materials, Pusan National University, Busan 46241, Republic of Korea.
| |
Collapse
|
3
|
Cai P, Yang B, Zhao J, Ye P, Yang D. Detection of KRAS mutation using plasma samples in non-small-cell lung cancer: a systematic review and meta-analysis. Front Oncol 2023; 13:1207892. [PMID: 37483491 PMCID: PMC10357383 DOI: 10.3389/fonc.2023.1207892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 06/20/2023] [Indexed: 07/25/2023] Open
Abstract
Background The aim of this study was to investigate the diagnostic accuracy of KRAS mutation detection using plasma sample of patients with non-small cell lung cancer (NSCLC). Methods Databases of Pubmed, Embase, Cochrane Library, and Web of Science were searched for studies detecting KRAS mutation in paired tissue and plasma samples of patients with NSCLC. Data were extracted from each eligible study and analyzed using MetaDiSc and STATA. Results After database searching and screening of the studies with pre-defined criteria, 43 eligible studies were identified and relevant data were extracted. After pooling the accuracy data from 3341 patients, the pooled sensitivity, specificity and diagnostic odds ratio were 71%, 94%, and 59.28, respectively. Area under curve of summary receiver operating characteristic curve was 0.8883. Subgroup analysis revealed that next-generation sequencing outperformed PCR-based techniques in detecting KRAS mutation using plasma sample of patients with NSCLC, with sensitivity, specificity, and diagnostic odds ratio of 73%, 94%, and 82.60, respectively. Conclusion Compared to paired tumor tissue sample, plasma sample showed overall good performance in detecting KRAS mutation in patients with NSCLC, which could serve as good surrogate when tissue samples are not available.
Collapse
Affiliation(s)
- Peiling Cai
- Department of Anatomy and Histology, School of Preclinical Medicine, Chengdu University, Chengdu, China
| | - Bofan Yang
- School of Clinical Medicine, Chengdu University, Chengdu, China
| | - Jiahui Zhao
- School of Clinical Medicine, Chengdu University, Chengdu, China
| | - Peng Ye
- Department of Anatomy and Histology, School of Preclinical Medicine, Chengdu University, Chengdu, China
| | - Dongmei Yang
- Clinical Laboratory & Clinical Research and Translational Center, Second People’s Hospital of Yibin City-West China Yibin Hospital, Sichuan University, Yibin, China
| |
Collapse
|
4
|
Bertoli E, De Carlo E, Basile D, Zara D, Stanzione B, Schiappacassi M, Del Conte A, Spina M, Bearz A. Liquid Biopsy in NSCLC: An Investigation with Multiple Clinical Implications. Int J Mol Sci 2023; 24:10803. [PMID: 37445976 DOI: 10.3390/ijms241310803] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 06/25/2023] [Accepted: 06/26/2023] [Indexed: 07/15/2023] Open
Abstract
Tissue biopsy is essential for NSCLC diagnosis and treatment management. Over the past decades, liquid biopsy has proven to be a powerful tool in clinical oncology, isolating tumor-derived entities from the blood. Liquid biopsy permits several advantages over tissue biopsy: it is non-invasive, and it should provide a better view of tumor heterogeneity, gene alterations, and clonal evolution. Consequentially, liquid biopsy has gained attention as a cancer biomarker tool, with growing clinical applications in NSCLC. In the era of precision medicine based on molecular typing, non-invasive genotyping methods became increasingly important due to the great number of oncogene drivers and the small tissue specimen often available. In our work, we comprehensively reviewed established and emerging applications of liquid biopsy in NSCLC. We made an excursus on laboratory analysis methods and the applications of liquid biopsy either in early or metastatic NSCLC disease settings. We deeply reviewed current data and future perspectives regarding screening, minimal residual disease, micrometastasis detection, and their implication in adjuvant and neoadjuvant therapy management. Moreover, we reviewed liquid biopsy diagnostic utility in the absence of tissue biopsy and its role in monitoring treatment response and emerging resistance in metastatic NSCLC treated with target therapy and immuno-therapy.
Collapse
Affiliation(s)
- Elisa Bertoli
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, 33081 Aviano, Italy
- Department of Medicine (DAME), University of Udine, 33100 Udine, Italy
| | - Elisa De Carlo
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, 33081 Aviano, Italy
| | - Debora Basile
- Department of Medical Oncology, San Giovanni Di Dio Hospital, 88900 Crotone, Italy
| | - Diego Zara
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, 33081 Aviano, Italy
- Department of Medicine (DAME), University of Udine, 33100 Udine, Italy
| | - Brigida Stanzione
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, 33081 Aviano, Italy
| | - Monica Schiappacassi
- Molecular Oncology Unit, (OMMPPT) Department of Translational Research, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, 33081 Aviano, Italy
| | - Alessandro Del Conte
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, 33081 Aviano, Italy
| | - Michele Spina
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, 33081 Aviano, Italy
| | - Alessandra Bearz
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, 33081 Aviano, Italy
| |
Collapse
|
5
|
Neighborhood disadvantage is associated with KRAS-mutated non-small cell lung cancer risk. J Cancer Res Clin Oncol 2022:10.1007/s00432-022-04455-7. [DOI: 10.1007/s00432-022-04455-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Accepted: 10/26/2022] [Indexed: 11/17/2022]
Abstract
Abstract
Purpose
It remains unclear why individuals living in disadvantaged neighborhoods have shorter non-small cell lung cancer (NSCLC) survival. It is possible that living in these deprived areas is linked with increased risk of developing aggressive NSCLC biology. Here, we explored the association of somatic KRAS mutations, which are associated with shorter survival in NSCLC patients, and 11 definitions of neighborhood disadvantage spanning socioeconomic and structural environmental elements.
Methods
We analyzed data from 429 NSCLC patients treated at a Comprehensive Cancer Center from 2015 to 2018. Data were abstracted from medical records and each patient’s home address was used to assign publicly available indices of neighborhood disadvantage. Prevalence Ratios (PRs) for the presence of somatic KRAS mutations were estimated using modified Poisson regression models adjusted for age, sex, smoking status, race/ethnicity, educational attainment, cancer stage, and histology.
Results
In the NSCLC cohort, 29% had KRAS mutation-positive tumors. We found that five deprivation indices of socioeconomic disadvantage were associated with KRAS mutation. A one decile increase in several of these socioeconomic disadvantage indices was associated with a 1.06 to 1.14 increased risk of KRAS mutation. Measures of built structural environment were not associated with KRAS mutation status.
Conclusion
Socioeconomic disadvantage at the neighborhood level is associated with higher risk of KRAS mutation while disadvantage related to built environmental structural measures was inversely associated. Our results indicate not only that neighborhood disadvantage may contribute to aggressive NSCLC biology, but the pathways linking biology to disadvantage are likely operating through socioeconomic-related stress.
Collapse
|
6
|
Palmieri M, Zulato E, Wahl SGF, Guibert N, Frullanti E. Diagnostic accuracy of circulating free DNA testing for the detection of KRAS mutations in non-small cell lung cancer: A systematic review and meta-analysis. Front Genet 2022; 13:1015161. [PMID: 36386815 PMCID: PMC9640997 DOI: 10.3389/fgene.2022.1015161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 10/11/2022] [Indexed: 11/25/2022] Open
Abstract
Kirsten rat sarcoma viral oncogene homolog (KRAS) gene encodes a GTPase that acts as a molecular switch for intracellular signal transduction, promoting cell growth and proliferation. Mutations in the KRAS gene represent important biomarkers for NSCLC targeted therapy. However, detection of KRAS mutations in tissues has shown some limitations. During the last years, analyses of circulating free DNA (cfDNA) has emerged as an alternative and minimally invasive, approach to investigate tumor molecular changes. Here, we assessed the diagnostic performance of cfDNA analysis, compared to tissues through a meta-analysis and systematic review of existing literature. From 561 candidate papers, we finally identified 40 studies, including 2,805 NSCLC patients. We extracted values relating to the number of true-positive, false-positive, false-negative, and true-negative. Pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, and diagnostic odds ratio, each with 95% CI, were calculated. A summary receiver operating characteristic curve and the area under curve (AUC) were used to evaluate the overall diagnostic performance. The pooled sensitivity was 0.71 (95% CI 0.68–0.74) and the specificity was 0.93 (95% CI 0.92–0.94). The diagnostic odds ratio was 35.24 (95% CI 24.88–49.91) and the area under the curve was 0.92 (SE = 0.094). These results provide evidence that detection of KRAS mutation using cfDNA testing is of adequate diagnostic accuracy thus offering to the clinicians a new promising screening test for NSCLC patients.
Collapse
Affiliation(s)
- Maria Palmieri
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Elisabetta Zulato
- Basic and Translational Oncology Unit, Istituto Oncologico Veneto IOV—IRCCS, Padova, Italy
| | - Sissel Gyrid Freim Wahl
- Department of Pathology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Technology and Science, Trondheim, Norway
| | - Nicolas Guibert
- Thoracic Oncology Department, Larrey Hospital, University Hospital of Toulouse, Toulouse, France
- Inserm, Centre de Recherche en Cancérologie de Toulouse, CRCT UMR-1037, Toulouse, France
- University of Toulouse III (Paul Sabatier), Toulouse, France
| | - Elisa Frullanti
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy
- *Correspondence: Elisa Frullanti,
| |
Collapse
|
7
|
Zografos E, Dimitrakopoulos FI, Koutras A. Prognostic Value of Circulating Tumor DNA (ctDNA) in Oncogene-Driven NSCLC: Current Knowledge and Future Perspectives. Cancers (Basel) 2022; 14:cancers14194954. [PMID: 36230877 PMCID: PMC9563444 DOI: 10.3390/cancers14194954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 10/03/2022] [Accepted: 10/05/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Personalized medicine has significantly changed the clinical outcome of oncogene-driven non-small cell lung cancer (NSCLC) due to the efficacy of molecular targeted therapies. Despite the advances in the management of this group of patients, the need for powerful biomarkers with the potential for a real-time assessment of the tumor genomic profile as well as for detecting and monitoring minimal residual disease (MRD) remains unmet. The aim of this article is to present the current knowledge and the future perspectives regarding the prognostic value of ctDNA in NSCLC, focusing on the most common druggable driver mutations, including those in epidermal growth factor receptor (EGFR), anaplastic lymphoma kinase (ALK), c-ros oncogene 1 (ROS1), rearranged during transfection (RET), kirsten rat sarcoma virus (KRAS), B-Raf proto-oncogene (BRAF), and mesenchymal epithelial transition factor receptor (MET) genes. Abstract As we enter an unprecedented era of personalized medicine, molecular targeted therapies have the potential to induce improved survival outcome in patients with non-small cell lung cancer (NSCLC). However, a significant percentage of oncogene-driven NSCLC patients will relapse even after definitive treatment, whereas chronic and durable response to targeted therapies is a less common event in advanced-stage lung cancer. This phenomenon could be attributed to minimal residual disease (MRD), defined as a population of disseminated tumor cells that survive during the course or after treatment, eventually leading to recurrence and limiting patient survival. Circulating tumor DNA (ctDNA) is a powerful biomarker for MRD detection and monitoring and is a non-invasive approach of treating cancer, and especially NSCLC, based on a real-time assessment of the tumor genomic landscape. In this review, we present the key findings of studies that have used ctDNA with regard to its prognostic value and in respect to the most common druggable driver mutations of genes in NSCLC, such as epidermal growth factor receptor (EGFR), anaplastic lymphoma kinase (ALK), c-ros oncogene 1 (ROS1), rearranged during transfection (RET), Kirsten rat sarcoma virus (KRAS), B-Raf proto-oncogene (BRAF), and mesenchymal epithelial transition factor receptor (MET).
Collapse
Affiliation(s)
- Eleni Zografos
- Division of Oncology, University Hospital of Patras, University of Patras, 26504 Patras, Greece
- Molecular Oncology Laboratory, Division of Oncology, Department of Medicine, University of Patras, 26504 Patras, Greece
| | - Foteinos-Ioannis Dimitrakopoulos
- Division of Oncology, University Hospital of Patras, University of Patras, 26504 Patras, Greece
- Molecular Oncology Laboratory, Division of Oncology, Department of Medicine, University of Patras, 26504 Patras, Greece
- Correspondence: ; Tel.: +30-2610-999535
| | - Angelos Koutras
- Division of Oncology, University Hospital of Patras, University of Patras, 26504 Patras, Greece
- Molecular Oncology Laboratory, Division of Oncology, Department of Medicine, University of Patras, 26504 Patras, Greece
| |
Collapse
|
8
|
Molecular Biology and Therapeutic Perspectives for K-Ras Mutant Non-Small Cell Lung Cancers. Cancers (Basel) 2022; 14:cancers14174103. [PMID: 36077640 PMCID: PMC9454753 DOI: 10.3390/cancers14174103] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 08/22/2022] [Accepted: 08/22/2022] [Indexed: 12/28/2022] Open
Abstract
In non-small cell lung cancer (NSCLC) the most common alterations are identified in the Kirsten rat sarcoma viral oncogene homolog (KRAS) gene, accounting for approximately 30% of cases in Caucasian patients. The majority of mutations are located in exon 2, with the c.34G > T (p.G12C) change being the most prevalent. The clinical relevance of KRAS mutations in NSCLC was not recognized until a few years ago. What is now emerging is a dual key role played by KRAS mutations in the management of NSCLC patients. First, recent data report that KRAS-mutant lung AC patients generally have poorer overall survival (OS). Second, a KRAS inhibitor specifically targeting the c.34G > T (p.G12C) variant, Sotorasib, has been approved by the U.S. Food and Drug Administration (FDA) and by the European Medicines Agency. Another KRAS inhibitor targeting c.34G > T (p.G12C), Adagrasib, is currently being reviewed by the FDA for accelerated approval. From the description of the biology of KRAS-mutant NSCLC, the present review will focus on the clinical aspects of KRAS mutations in NSCLC, in particular on the emerging efficacy data of Sotorasib and other KRAS inhibitors, including mechanisms of resistance. Finally, the interaction between KRAS mutations and immune checkpoint inhibitors will be discussed.
Collapse
|
9
|
Ashing KT, Jones V, Bedell F, Phillips T, Erhunmwunsee L. Calling Attention to the Role of Race-Driven Societal Determinants of Health on Aggressive Tumor Biology: A Focus on Black Americans. JCO Oncol Pract 2022; 18:15-22. [PMID: 34255546 PMCID: PMC8758120 DOI: 10.1200/op.21.00297] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Blacks have the highest incidence and mortality from most cancers. The reasons for these disparities remain unclear. Blacks are exposed to adverse social determinants because of historic and contemporary racist polices; however, how these determinants affect the disparities that Blacks experience is understudied. As a result of discriminatory community policies, like redlining, Blacks have higher exposure to air pollution and neighborhood deprivation. Studies investigating how these factors affect tumor biology are emerging. We highlight the literature that connects racism-related community exposure to the tumor biology in breast, lung, prostate, and colorectal cancer. Further investigations that clarify the link between adverse social determinants that result from systemic racism and aggressive tumor biology are required if health equity is to be achieved. Without recognition that racism is a public health risk with carcinogenic impact, health care delivery and cancer care will never achieve excellence. In response, health systems ought to establish corrective actions to improve Black population health and bring medical justice to marginalized racialized groups.
Collapse
Affiliation(s)
- Kimlin T. Ashing
- Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA,African-Caribbean Cancer Consortium, Fox Chase Cancer Center, Philadelphia, PA,Kimlin T. Ashing, PhD, CCARE—Department of Population Sciences, City of Hope Comprehensive Cancer Center, 1500 E Duarte Rd, Duarte, CA 91010-3000; e-mail:
| | - Veronica Jones
- African-Caribbean Cancer Consortium, Fox Chase Cancer Center, Philadelphia, PA
| | - Fornati Bedell
- Division of Urology and Urologic Oncology, City of Hope Comprehensive Cancer Center, Duarte, CA
| | - Tanyanika Phillips
- Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Duarte, CA
| | - Loretta Erhunmwunsee
- Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA,Department of Surgery, City of Hope Comprehensive Cancer Center, Duarte, CA
| |
Collapse
|
10
|
Krishnan T, Roberts-Thomson R, Broadbridge V, Price T. Targeting Mutated KRAS Genes to Treat Solid Tumours. Mol Diagn Ther 2021; 26:39-49. [PMID: 34914038 DOI: 10.1007/s40291-021-00564-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2021] [Indexed: 02/06/2023]
Abstract
Kirsten rat sarcoma (KRAS) is one of the most frequently mutated oncogenes in solid tumours. It encodes an important signalling pathway that drives cellular proliferation and growth. It is frequently mutated in aggressive advanced solid tumours, particularly colorectal, lung and pancreatic cancer. Since the first mutated KRAS was discovered in the 1980s, decades of research to develop targeted inhibitors of mutant KRAS have fallen short of the task, until recently. Multiple agents are now in clinical trials, including specific mutant KRAS inhibitors, pan-KRAS inhibitors, therapeutic vaccines and other targeted inhibitors. Mutant-specific KRAS G12C inhibitors are the most advanced, with two inhibitors, adagrasib and sotorasib, achieving approval in 2021 for the second-line treatment of patients with KRAS G12C mutant lung cancer. In this review, we summarise the importance of mutant KRAS in solid tumours, prior attempts at inhibiting mutant KRAS, and the current promising targeted agents being investigated in clinical trials, along with future challenges.
Collapse
Affiliation(s)
- Tharani Krishnan
- Medical Oncology Department, Calvary North Adelaide Hospital, North Adelaide, SA, Australia
| | - Rachel Roberts-Thomson
- Medical Oncology Department, Calvary North Adelaide Hospital, North Adelaide, SA, Australia.,Medical Oncology Department, The Queen Elizabeth Hospital, Woodville South, SA, Australia
| | - Vy Broadbridge
- Medical Oncology Department, Calvary North Adelaide Hospital, North Adelaide, SA, Australia.,Medical Oncology Department, The Queen Elizabeth Hospital, Woodville South, SA, Australia
| | - Timothy Price
- Medical Oncology Department, Calvary North Adelaide Hospital, North Adelaide, SA, Australia. .,Medical Oncology Department, The Queen Elizabeth Hospital, Woodville South, SA, Australia.
| |
Collapse
|
11
|
Liu Q, Guo X, Xun G, Li Z, Chong Y, Yang L, Wang H, Zhang F, Luo S, Cui L, Zhao P, Ye X, Xu H, Lu H, Li X, Deng Z, Li K, Feng Y. Argonaute integrated single-tube PCR system enables supersensitive detection of rare mutations. Nucleic Acids Res 2021; 49:e75. [PMID: 33905513 PMCID: PMC8287959 DOI: 10.1093/nar/gkab274] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 03/04/2021] [Accepted: 04/09/2021] [Indexed: 12/19/2022] Open
Abstract
Technological advances in rare DNA mutations detection have revolutionized the diagnosis and monitoring of tumors, but they are still limited by the lack of supersensitive and high-coverage procedures for identifying low-abundance mutations. Here, we describe a single-tube, multiplex PCR-based system, A-Star, that involves a hyperthermophilic Argonaute from Pyrococcus furiosus (PfAgo) for highly efficient detection of rare mutations beneficial from its compatibility with DNA polymerase. This novel technique uses a specific guide design strategy to allow PfAgo selective cleavage with single-nucleotide resolution at 94°C, thus mostly eliminating wild-type DNA in the denaturation step and efficiently amplifying rare mutant DNA during the PCR process. The integrated single-tube system achieved great efficiency for enriching rare mutations compared with a divided system separating the cleavage and amplification. Thus, A-Star enables easy detection and quantification of 0.01% rare mutations with ≥5500-fold increase in efficiency. The feasibility of A-Star was also demonstrated for detecting oncogenic mutations in solid tumor tissues and blood samples. Remarkably, A-Star achieved simultaneous detection of multiple oncogenes through a simple single-tube reaction by orthogonal guide-directed specific cleavage. This study demonstrates a supersensitive and rapid nucleic acid detection system with promising potential for both research and therapeutic applications.
Collapse
Affiliation(s)
- Qian Liu
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Xiang Guo
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Guanhua Xun
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Zhonglei Li
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Yuesheng Chong
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Litao Yang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Hongxia Wang
- Department of Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
| | - Fengchun Zhang
- Department of Oncology, Shanghai Ruijin Hospital, Shanghai Jiao Tong University School ofMedicine, Shanghai 200025, China
| | - Shukun Luo
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Li Cui
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Pengshu Zhao
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Xingyu Ye
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Heshan Xu
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Hui Lu
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Xiao Li
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Zixin Deng
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Kai Li
- GeneTalks Biotechnology Inc., Changsha, Hunan 410013, China
| | - Yan Feng
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| |
Collapse
|
12
|
Circulating tumor DNA in lung cancer: real-time monitoring of disease evolution and treatment response. Chin Med J (Engl) 2021; 133:2476-2485. [PMID: 32960843 PMCID: PMC7575184 DOI: 10.1097/cm9.0000000000001097] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Lung cancer is one of the leading causes of all cancer-related deaths. Circulating tumor DNA (ctDNA) is released from apoptotic and necrotic tumor cells. Several sensitive techniques have been invented and adapted to quantify ctDNA genomic alterations. Applications of ctDNA in lung cancer include early diagnosis and detection, prognosis prediction, detecting mutations and structural alterations, minimal residual disease, tumor mutational burden, and tumor evolution tracking. Compared to surgical biopsy and radiographic imaging, the advantages of ctDNA are that it is a non-invasive procedure, allows real-time monitoring, and has relatively high sensitivity and specificity. Given the massive research on non-small cell lung cancer, attention should be paid to small cell lung cancer.
Collapse
|
13
|
Wahl SGF, Dai HY, Emdal EF, Ottestad AL, Dale VG, Richardsen E, Halvorsen TO, Grønberg BH. Prognostic value of absolute quantification of mutated KRAS in circulating tumour DNA in lung adenocarcinoma patients prior to therapy. J Pathol Clin Res 2021; 7:209-219. [PMID: 33502820 PMCID: PMC8073004 DOI: 10.1002/cjp2.200] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 12/21/2020] [Accepted: 01/04/2021] [Indexed: 12/13/2022]
Abstract
Droplet digital polymerase chain reaction (ddPCR) is a highly sensitive and accurate method for quantification of nucleic acid sequences. We used absolute quantification of mutated v-Ki-ras2 Kirsten rat sarcoma viral oncogene homology gene (KRAS) by ddPCR to investigate the prognostic role of mutated KRAS in patients with KRAS-mutated lung adenocarcinomas. Pre-treatment plasma samples from 60 patients with stages I-IV KRAS-mutated lung adenocarcinomas were analysed for KRAS mutations. The associations between survival, detectable KRAS mutations in plasma, and the plasma concentration of mutated KRAS were assessed. Overall, 23 of 60 (38%) patients had detectable KRAS mutation in plasma. The percentage of patients with detectable mutation was 8% in stage I, 30% in stage II, 71% in stage III, and 73% in stage IV. Estimated overall median progression-free survival (PFS) and overall survival (OS) were 26.2 months [95% confidence interval (CI) 12.5-39.9] and 50.8 months (95% CI 0-107.3), respectively. Patients with detectable mutations in plasma had significantly worse median PFS compared to patients with undetectable mutation (13.1 versus 70.1 months) and shorter median OS (20.7 versus not reached). High circulating tumour DNA (ctDNA) concentrations of mutated KRAS were significantly associated with shorter PFS [hazard ratio (HR) 1.008, 95% CI 1.004-1.012] and OS (HR 1.007, 95% CI 1.003-1.011). All associations remained statistically significant in multivariable analyses. In conclusion, ddPCR is an accurate and easily feasible technique for quantification of KRAS mutations in ctDNA. The presence of detectable KRAS mutation in plasma at baseline was associated with worse PFS and OS. High concentration of mutated KRAS in ctDNA was an independent negative prognostic factor for both PFS and OS.
Collapse
Affiliation(s)
- Sissel Gyrid Freim Wahl
- Department of PathologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
- Department of Clinical and Molecular MedicineNTNU, Norwegian University of Technology and ScienceTrondheimNorway
| | - Hong Yan Dai
- Department of PathologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
- Department of Clinical and Molecular MedicineNTNU, Norwegian University of Technology and ScienceTrondheimNorway
| | - Elisabeth F Emdal
- Department of PathologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
| | - Anine L Ottestad
- Department of Clinical and Molecular MedicineNTNU, Norwegian University of Technology and ScienceTrondheimNorway
| | - Vibeke G Dale
- Department of PathologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
| | - Elin Richardsen
- Department of Medical BiologyUiT, The Arctic University of NorwayTromsøNorway
- Department of Clinical PathologyUniversity Hospital of North NorwayTromsøNorway
| | - Tarje O Halvorsen
- Department of Clinical and Molecular MedicineNTNU, Norwegian University of Technology and ScienceTrondheimNorway
- Department of OncologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
| | - Bjørn Henning Grønberg
- Department of Clinical and Molecular MedicineNTNU, Norwegian University of Technology and ScienceTrondheimNorway
- Department of OncologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
| |
Collapse
|
14
|
Michaelidou K, Koutoulaki C, Mavridis K, Vorrias E, Papadaki MA, Koutsopoulos AV, Mavroudis D, Agelaki S. Detection of KRAS G12/G13 Mutations in Cell Free-DNA by Droplet Digital PCR, Offers Prognostic Information for Patients with Advanced Non-Small Cell Lung Cancer. Cells 2020; 9:cells9112514. [PMID: 33233668 PMCID: PMC7699710 DOI: 10.3390/cells9112514] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 11/17/2020] [Accepted: 11/17/2020] [Indexed: 12/12/2022] Open
Abstract
KRAS mutations are found in approximately one third of non-small cell lung cancer (NSCLC) patients. In this study, we aim to investigate whether KRAS G12/G13 mutant allele fraction (MAF) in cell-free DNA (cfDNA) can provide meaningful prognostic information in NSCLC. Multiplex droplet-digital PCR was used to quantitatively assess KRAS G12/G13 MAF in cfDNA from 114 pre-treated advanced disease NSCLC patients. In 14 patients, changes in KRAS G12/G13 MAF were longitudinally monitored during treatment. Plasma KRAS G12/G13 status was associated with poor patients’ outcome in terms of progression-free survival (PFS) (p < 0.001) and overall survival (OS) (p < 0.001). In multivariate analysis, the detection of plasma KRAS mutations was an independent predictor of adverse PFS (HR = 3.12; p < 0.001) and OS (HR = 2.53; p = 0.002). KRAS G12/G13 MAF at first treatment evaluation (T1) was higher (p = 0.013) among patients experiencing progressive disease compared to those with disease control, and increased KRAS MAF at T1 was associated (p = 0.005) with shorter PFS. On the contrary, no association was observed between tissue KRAS mutation status and patients’ prognosis. Our results show that ddPCR-based detection of KRAS G12/G13 mutations in plasma could serve as an independent biomarker of unfavorable prognosis in NSCLC patients. Changes in KRAS MAF can provide valuable information for monitoring patient outcome during treatment.
Collapse
Affiliation(s)
- Kleita Michaelidou
- Laboratory of Translational Oncology, School of Medicine, University of Crete, 71110 Heraklion, Crete, Greece; (K.M.); (C.K.); (M.A.P.); (D.M.)
| | - Chara Koutoulaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, 71110 Heraklion, Crete, Greece; (K.M.); (C.K.); (M.A.P.); (D.M.)
| | - Konstantinos Mavridis
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology-Hellas, 70013 Heraklion, Crete, Greece;
| | - Eleftherios Vorrias
- Department of Medical Oncology, University General Hospital of Heraklion, 71110 Heraklion, Crete, Greece;
| | - Maria A. Papadaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, 71110 Heraklion, Crete, Greece; (K.M.); (C.K.); (M.A.P.); (D.M.)
| | - Anastasios V. Koutsopoulos
- Department of Pathology, University General Hospital of Heraklion, University of Crete, Medical School, 71110 Heraklion, Crete, Greece;
| | - Dimitrios Mavroudis
- Laboratory of Translational Oncology, School of Medicine, University of Crete, 71110 Heraklion, Crete, Greece; (K.M.); (C.K.); (M.A.P.); (D.M.)
- Department of Medical Oncology, University General Hospital of Heraklion, 71110 Heraklion, Crete, Greece;
| | - Sofia Agelaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, 71110 Heraklion, Crete, Greece; (K.M.); (C.K.); (M.A.P.); (D.M.)
- Department of Medical Oncology, University General Hospital of Heraklion, 71110 Heraklion, Crete, Greece;
- Correspondence: ; Tel.: +30-281-039-2438
| |
Collapse
|
15
|
Taus Á, Camacho L, Rocha P, Hernández A, Longarón R, Clavé S, Fernández-Ibarrondo L, Salido M, Hardy-Werbin M, Fernández-Rodríguez C, Albanell J, Bellosillo B, Arriola E. Plasmatic KRAS Kinetics for the Prediction of Treatment Response and Progression in Patients With KRAS-mutant Lung Adenocarcinoma. Arch Bronconeumol 2020; 57:323-329. [PMID: 32253118 DOI: 10.1016/j.arbres.2020.01.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 01/20/2020] [Accepted: 01/26/2020] [Indexed: 12/25/2022]
Abstract
INTRODUCTION KRAS is the most common driver mutation in lung cancer. ctDNA-based assessment offers advantages over tumor as a minimally invasive method able to capture tumor heterogeneity. Monitoring KRAS mutational load in ctDNA may be useful in the management of the patients. METHODS Consecutive patients diagnosed with KRAS mutant lung adenocarcinoma in the tumor biopsy were included in this study. Plasma samples were obtained at different time points during the course of the disease. KRAS mutations in plasma were quantified using digital PCR and correlated with mutations in tumor and with radiological response and progression. RESULTS Two hundred and forty-five plasma samples from 56 patients were analyzed. The rate of detection of KRAS mutations in plasma in our previously characterized KRAS-mutant cases was 82% overall, reaching 96% in cases with more than 1 metastatic location. The dynamics of KRAS mutational load predicted response in 93% and progression in 63% of cases, 33 and 50 days respectively in advance of radiological evaluation. Progression-free survival for patients in whom ctDNA was not detectable in plasma after treatment initiation was significantly longer than for those in whom ctDNA remained detectable (7.7 versus 3.2 months; HR: 0.44, p=0.004). CONCLUSIONS The detection of KRAS mutations in ctDNA showed a good correlation with that in tumor biopsy and, in most cases, predicted tumor response and progression to chemotherapy in advance of radiographic evaluation. The liquid biopsies for ctDNA-based molecular analyses are a reliable tool for KRAS testing in clinical practice.
Collapse
Affiliation(s)
- Álvaro Taus
- Medical Oncology Department, Hospital del Mar-CIBERONC, Barcelona, Spain; Departamento de Medicina, Universidad Autónoma de Barcelona (UAB), Barcelona, Spain; Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Laura Camacho
- Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Pathology Department, Hospital del Mar, Barcelona, Spain
| | - Pedro Rocha
- Medical Oncology Department, Hospital del Mar-CIBERONC, Barcelona, Spain
| | - Ainhoa Hernández
- Medical Oncology Department, Hospital del Mar-CIBERONC, Barcelona, Spain
| | - Raquel Longarón
- Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Pathology Department, Hospital del Mar, Barcelona, Spain
| | - Sergi Clavé
- Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Pathology Department, Hospital del Mar, Barcelona, Spain
| | | | - Marta Salido
- Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Pathology Department, Hospital del Mar, Barcelona, Spain
| | - Max Hardy-Werbin
- Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | | | - Joan Albanell
- Medical Oncology Department, Hospital del Mar-CIBERONC, Barcelona, Spain; Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Beatriz Bellosillo
- Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Pathology Department, Hospital del Mar, Barcelona, Spain
| | - Edurne Arriola
- Medical Oncology Department, Hospital del Mar-CIBERONC, Barcelona, Spain; Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain.
| |
Collapse
|
16
|
Zhang J, Hu H, Xu S, Jiang H, Zhu J, Qin E, He Z, Chen E. The Functional Effects of Key Driver KRAS Mutations on Gene Expression in Lung Cancer. Front Genet 2020; 11:17. [PMID: 32117436 PMCID: PMC7010953 DOI: 10.3389/fgene.2020.00017] [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: 10/11/2019] [Accepted: 01/07/2020] [Indexed: 12/11/2022] Open
Abstract
Lung cancer is a common malignant cancer. Kirsten rat sarcoma oncogene (KRAS) mutations have been considered as a key driver for lung cancers. KRAS p.G12C mutations were most predominant in NSCLC which was comprised about 11–16% of lung adenocarcinomas (p.G12C accounts for 45–50% of mutant KRAS). But it is still not clear how the KRAS mutation triggers lung cancers. To study the molecular mechanisms of KRAS mutation in lung cancer. We analyzed the gene expression profiles of 156 KRAS mutation samples and other negative samples with two stage feature selection approach: (1) minimal Redundancy Maximal Relevance (mRMR) and (2) Incremental Feature Selection (IFS). At last, 41 predictive genes for KRAS mutation were identified and a KRAS mutation predictor was constructed. Its leave one out cross validation MCC was 0.879. Our results were helpful for understanding the roles of KRAS mutation in lung cancer.
Collapse
Affiliation(s)
- Jisong Zhang
- Department of Pulmonary and Critical Care Medicine, Sir Run Run Shaw Hospital of Zhejiang University, Hangzhou, China
| | - Huihui Hu
- Department of Pulmonary and Critical Care Medicine, Sir Run Run Shaw Hospital of Zhejiang University, Hangzhou, China
| | - Shan Xu
- Department of Pulmonary and Critical Care Medicine, Sir Run Run Shaw Hospital of Zhejiang University, Hangzhou, China
| | - Hanliang Jiang
- Department of Pulmonary and Critical Care Medicine, Sir Run Run Shaw Hospital of Zhejiang University, Hangzhou, China
| | - Jihong Zhu
- Department of Anesthesiology, Sir Run Run Shaw Hospital of Zhejiang University, Hangzhou, China
| | - E Qin
- Department of Respiratory Medicine, Shaoxing People's Hospital (Shaoxing Hospital, Zhejiang University School of Medicine), Shaoxing, China
| | - Zhengfu He
- Department of Thoracic Surgery, Sir Run Run Shaw Hospital of Zhejiang University, Hangzhou, China
| | - Enguo Chen
- Department of Pulmonary and Critical Care Medicine, Sir Run Run Shaw Hospital of Zhejiang University, Hangzhou, China
| |
Collapse
|
17
|
Abstract
The study of cell-free DNA (cfDNA) is often challenging due to genomic DNA contamination, low concentration, and high fragmentation. Therefore, it is important to optimize pre-analytical and analytical procedures in order to maximize the performance of cfDNA-based analyses.In this chapter, we report the most common methods for the correct collection, centrifugation, storage, and DNA isolation from cell-free biological sources such as plasma, urines, cerebrospinal fluid, and pleural effusion fluid.
Collapse
Affiliation(s)
- Filippo Martignano
- Department of Medical Biotechnologies, University of Siena, Siena, Italy.
| |
Collapse
|
18
|
Cell-Free DNA in the Liquid Biopsy Context: Role and Differences Between ctDNA and CTC Marker in Cancer Management. Methods Mol Biol 2019; 1909:47-73. [PMID: 30580422 DOI: 10.1007/978-1-4939-8973-7_4] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Liquid biopsy is a new diagnostic concept to investigate the molecular features of solid tumors by blood, saliva, urine, and any other body fluids which show a source of potential biomarkers. In cancer patients, it is a simple and less invasive mean, representing a sustainable alternative to interrogate all tumor cells longitudinally, quantifying and characterizing the biological materials (DNAs, RNAs, proteins) which originate from cancer tissues. Circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA) analysis from a simple blood draw received enormous attention for the related clinical research results. A rich scientific literature demonstrates that liquid biopsy is a valid instrument to assess the tumor biomarkers in real time and profile the cancer genotype in diagnostic and prognostic field, as well to quantify minimal residual disease, during patient follow-up. This could be a breakthrough for a companion diagnostic and personalized medicine. Liquid biopsy needs further implementation in the methodological aspects as well as cost-based assessment. The number of new molecular diagnostic assays increases day by day, but the standards for their adoption and clinical validation are still to be achieved.
Collapse
|
19
|
Ponti G, Manfredini M, Tomasi A. Non-blood sources of cell-free DNA for cancer molecular profiling in clinical pathology and oncology. Crit Rev Oncol Hematol 2019; 141:36-42. [PMID: 31212145 DOI: 10.1016/j.critrevonc.2019.06.005] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 09/19/2018] [Accepted: 06/04/2019] [Indexed: 12/12/2022] Open
Abstract
Liquid biopsy can quantify and qualify cell-free (cfDNA) and tumour-derived (ctDNA) DNA fragments in the bloodstream. CfDNA quantification and mutation analysis can be applied to diagnosis, follow-up and therapeutic management as novel oncologic biomarkers. However, some tumor-types release a low amount of DNA into the bloodstream, hampering diagnosis through standard liquid biopsy procedures. Several tumors, as such as brain, kidney, prostate, and thyroid cancer, are in direct contact with other body fluids and may be alternative sources for cfDNA and ctDNA. Non-blood sources of cfDNA/ctDNA useful as novel oncologic biomarkers include cerebrospinal fluids, urine, sputum, saliva, pleural effusion, stool and seminal fluid. Seminal plasma cfDNA, which can be analyzed with cost-effective procedures, may provide powerful information capable to revolutionize prostate cancer (PCa) patient diagnosis and management. In the near future, cfDNA analysis from non-blood biological liquids will become routine clinical practice for cancer patient diagnosis and management.
Collapse
Affiliation(s)
- Giovanni Ponti
- Department of Surgical, Medical, Dental & Morphological Sciences with Interest Transplant, Oncological & Regenerative Medicine, Division of Clinical Pathology, University of Modena & Reggio Emilia, Modena, Italy.
| | - Marco Manfredini
- Department of Surgical, Medical, Dental & Morphological Sciences with Interest Transplant, Oncological & Regenerative Medicine, Dermatology Unit, University of Modena & Reggio Emilia, Modena, Italy
| | - Aldo Tomasi
- Department of Surgical, Medical, Dental & Morphological Sciences with Interest Transplant, Oncological & Regenerative Medicine, Division of Clinical Pathology, University of Modena & Reggio Emilia, Modena, Italy
| |
Collapse
|
20
|
Lyu M, Zhou J, Ning K, Ying B. The diagnostic value of circulating tumor cells and ctDNA for gene mutations in lung cancer. Onco Targets Ther 2019; 12:2539-2552. [PMID: 31040697 PMCID: PMC6454989 DOI: 10.2147/ott.s195342] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
PURPOSE Detecting gene mutations by two competing biomarkers, circulating tumor cells (CTCs) and ctDNA has gradually paved a new diagnostic avenue for personalized medicine. We performed a comprehensive analysis to compare the diagnostic value of CTCs and ctDNA for gene mutations in lung cancer. METHODS Publications were electronically searched in PubMed, Embase, and Web of Science as of July 2018. Pooled sensitivity, specificity, and AUC, each with a 95% CI, were yielded. Subgroup analyses and sensitivity analyses were conducted. Quality assessment of included studies was also performed. RESULTS From 4,283 candidate articles, we identified 47 articles with a total of 7,244 patients for qualitative review and meta-analysis. When detecting EGFR, the CTC and ctDNA groups had pooled sensitivity of 75.4% (95% CI 0.683-0.817) and 67.1% (95% CI 0.647-0.695), respectively. When testing KRAS, pooled sensitivity was 38.7% (95% CI 0.266-0.519) in the CTC group and 65.1% (95% CI 0.558-0.736) in the ctDNA group. The diagnostic performance of ctDNA in testing ALK and BRAF was also evaluated. Heterogeneity among the 47 articles was acceptable. CONCLUSION ctDNA might be a more promising biomarker with equivalent performance to CTCs when detecting EGFR and its detailed subtypes, and superior diagnostic capacity when testing KRAS and ALK. In addition, the diagnostic performance of ctDNA and CTCs depends on the detection methods greatly, and this warrants further studies to explore more sensitive methods.
Collapse
Affiliation(s)
- Mengyuan Lyu
- West China School of Medicine, Sichuan University, Chengdu, Sichuan, People's Republic of China
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China,
| | - Jian Zhou
- West China School of Medicine, Sichuan University, Chengdu, Sichuan, People's Republic of China
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Kang Ning
- West China School of Medicine, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Binwu Ying
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China,
| |
Collapse
|
21
|
Bronkhorst AJ, Ungerer V, Holdenrieder S. The emerging role of cell-free DNA as a molecular marker for cancer management. BIOMOLECULAR DETECTION AND QUANTIFICATION 2019; 17:100087. [PMID: 30923679 PMCID: PMC6425120 DOI: 10.1016/j.bdq.2019.100087] [Citation(s) in RCA: 317] [Impact Index Per Article: 63.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 02/26/2019] [Accepted: 03/11/2019] [Indexed: 02/07/2023]
Abstract
An increasing number of studies demonstrate the potential use of cell-free DNA (cfDNA) as a surrogate marker for multiple indications in cancer, including diagnosis, prognosis, and monitoring. However, harnessing the full potential of cfDNA requires (i) the optimization and standardization of preanalytical steps, (ii) refinement of current analysis strategies, and, perhaps most importantly, (iii) significant improvements in our understanding of its origin, physical properties, and dynamics in circulation. The latter knowledge is crucial for interpreting the associations between changes in the baseline characteristics of cfDNA and the clinical manifestations of cancer. In this review we explore recent advancements and highlight the current gaps in our knowledge concerning each point of contact between cfDNA analysis and the different stages of cancer management.
Collapse
Affiliation(s)
| | | | - Stefan Holdenrieder
- Institute for Laboratory Medicine, German Heart Centre, Technical University Munich, Lazarettstraße. 36, D-80636, Munich, Germany
| |
Collapse
|
22
|
Potential clinical applications of circulating cell-free DNA in ovarian cancer patients. Expert Rev Mol Med 2018; 20:e6. [PMID: 30558693 DOI: 10.1017/erm.2018.5] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Circulating cell-free DNA (cfDNA) consists of small fragments of DNA that circulate freely in the bloodstream. In cancer patients, a fraction of cfDNA is derived from tumour cells, therefore containing the same genetic and epigenetic alterations, and is termed circulating cell-free tumour DNA. The potential use of cfDNA, the so-called 'liquid biopsy', as a non-invasive cancer biomarker has recently received a lot of attention. The present review will focus on studies concerning the potential clinical applications of cfDNA in ovarian cancer patients.
Collapse
|
23
|
Stewart CM, Tsui DWY. Circulating cell-free DNA for non-invasive cancer management. Cancer Genet 2018; 228-229:169-179. [PMID: 29625863 PMCID: PMC6598437 DOI: 10.1016/j.cancergen.2018.02.005] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Revised: 02/19/2018] [Accepted: 02/23/2018] [Indexed: 01/06/2023]
Abstract
Cell-free DNA (cfDNA) was first identified in human plasma in 1948 and is thought to be released from cells throughout the body into the circulatory system. In cancer, a portion of the cfDNA originates from tumour cells, referred to as circulating-tumour DNA (ctDNA), and can contain mutations corresponding to the patient's tumour, for instance specific TP53 alleles. Profiling of cfDNA has recently become an area of increasing clinical relevance in oncology, in particular due to advances in the sensitivity of molecular biology techniques and development of next generation sequencing technologies, as this allows tumour mutations to be identified and tracked non-invasively. This has opened up new possibilities for monitoring tumour evolution and acquisition of resistance, as well as for guiding treatment decisions when tumour biopsy tissue is insufficient or unavailable. In this review, we will discuss the biology of cell-free nucleic acids, methods of analysis, and the potential clinical uses of these techniques, as well as the on-going clinical development of ctDNA assays.
Collapse
Affiliation(s)
- Caitlin M Stewart
- Marie-José and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, NY 10065, USA; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Dana W Y Tsui
- Marie-José and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, NY 10065, USA; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| |
Collapse
|
24
|
Franczak C, Filhine-Tressarieu P, Broséus J, Gilson P, Merlin JL, Harlé A. Clinical Interest of Circulating Tumor DNA in Oncology. Arch Med Res 2018; 49:297-305. [PMID: 30414710 DOI: 10.1016/j.arcmed.2018.10.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 10/25/2018] [Indexed: 12/18/2022]
Abstract
Genetic alterations in tumors, as predictor of response to targeted-therapies or as prognostic markers, are clinically relevant to determine adequate therapeutic management. Tumor biopsy is currently the golden standard for somatic alterations assessment, but this approach is invasive and does not consider tumor heterogeneity. In various body fluids like plasma, somatic mutations have been identified. Circulating tumor DNA (ctDNA) holds promises in tumor burden monitoring or malignancies early detection. Since allele frequencies of circulating somatic mutations are low, highly sensitive novel assays have been developed to allow the investigation of the tumor genome, leading to the emergence of the "liquid biopsy" concept. Despite these technological advances, other assays for identifying intratumor and intermetastases heterogeneity need to be developed. Before being applied to clinic, ctDNA analyses need to be harmonized and validated with well-powered, well-designed studies. One of the primary prerequisite to incorporation of ctDNA analysis in the follow-up strategy of malignancies is the checking of the concordance with golden standard detection methods, imaging, circulating proteins and biopsy. This review focuses on the clinical interest of ctDNA in solid tumors and hematological malignancies.
Collapse
Affiliation(s)
- Claire Franczak
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandœuvre-lès-Nancy, France
| | | | - Julien Broséus
- Inserm U954, Faculté de Médecine de Nancy, Université de Lorraine, Vandœuvre-lès-Nancy, France; Service d'Hématologie Biologique, Pôle Laboratoires, Centre Hospitalier Régional et Universitaire de Nancy, Vandœuvre-lès-Nancy, France
| | - Pauline Gilson
- Université de Lorraine, CNRS UMR 7039 CRAN, Institut de Cancérologie de Lorraine, Service de Biopathologie, Nancy, France
| | - Jean-Louis Merlin
- Université de Lorraine, CNRS UMR 7039 CRAN, Institut de Cancérologie de Lorraine, Service de Biopathologie, Nancy, France
| | - Alexandre Harlé
- Université de Lorraine, CNRS UMR 7039 CRAN, Institut de Cancérologie de Lorraine, Service de Biopathologie, Nancy, France.
| |
Collapse
|
25
|
Hu P, Zhang S, Wu T, Ni D, Fan W, Zhu Y, Qian R, Shi J. Fe-Au Nanoparticle-Coupling for Ultrasensitive Detections of Circulating Tumor DNA. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2018; 30:e1801690. [PMID: 29931715 DOI: 10.1002/adma.201801690] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Revised: 05/02/2018] [Indexed: 05/15/2023]
Abstract
Effectiveness of cancer therapy relies heavily on the efficient early diagnosis. Circulating tumor DNA (ctDNA) detection is one of the most clinically meaningful liquid biopsy approaches for the noninvasive cancer early diagnosis, which, unfortunately, cannot be applied as a routine diagnostic tool till a number of obstacles, for example, unsatisfactory specificity and sensitivity, and extremely high costs, are overcome. Here, the first paradigm of nanomaterial's application in the extremely specific, ultrasensitive, and yet economical ctDNA detections is reported based on a facile nanoparticle-coupling strategy without amplification, with which polymerase chain reaction (PCR)-introduced bias and other shortcomings are successfully circumvented. Aiming at seven Kirsten rat sarcoma-2 virus (KRAS) point mutations, the present strategy exhibits high specificity and an ultrahigh sensitivity of detecting as low as 0.1 pg mL-1 of KRAS point mutation without prior PCR amplification. Discriminating KRAS gene mutations in lung adenocarcinoma patients at an extremely low detection limit equivalent to 0.12% mutation relative to wild-type gene is successful. It is envisioned that this nanoparticle-coupling approach could be routinely applied clinically for ultra-early diagnosis and monitoring of diverse malignant tumors, thus facilitating the fight against cancer.
Collapse
Affiliation(s)
- Ping Hu
- State Key Laboratory of High Performance Ceramics and Superfine Microstructures, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| | - Shengjian Zhang
- Department of Radiology, Cancer Hospital/Institute and Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, P. R. China
| | - Tong Wu
- Department of Materials Science and Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Dalong Ni
- State Key Laboratory of High Performance Ceramics and Superfine Microstructures, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| | - Wenpei Fan
- State Key Laboratory of High Performance Ceramics and Superfine Microstructures, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| | - Yan Zhu
- State Key Laboratory of High Performance Ceramics and Superfine Microstructures, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| | - Rong Qian
- State Key Laboratory of High Performance Ceramics and Superfine Microstructures, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| | - Jianlin Shi
- State Key Laboratory of High Performance Ceramics and Superfine Microstructures, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| |
Collapse
|
26
|
Shen H, Che K, Cong L, Dong W, Zhang T, Liu Q, Du J. Diagnostic and prognostic value of blood samples for KRAS mutation identification in lung cancer: a meta-analysis. Oncotarget 2018; 8:36812-36823. [PMID: 28415658 PMCID: PMC5482700 DOI: 10.18632/oncotarget.15972] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2016] [Accepted: 02/28/2017] [Indexed: 12/20/2022] Open
Abstract
Circulating tumor DNA (ctDNA) and tumor cells (CTC) are novel approaches for identifying genomic alterations. Thus, we designed a meta-analysis to evaluate the diagnostic value and prognostic significance of a KRAS proto-oncogene, GTPase (KRAS) mutation for lung cancer patients. All included articles were from PubMed, EMBASE, Web of Science and Cochrane Library. Twelve articles that described 1,131 patients were reviewed. True positives (TP), false positives (FP), true negatives (TN), and false negatives (FN) were used to calculate pooled sensitivity, specificity, the positive likelihood ratio (PLR), the negative likelihood ratio (NLR), a diagnostic odds ratio (DOR), the area under the curve (AUC) and corresponding 95% confidence intervals (95% CI). PLR is calculated as sensitivity/(1-specificity) and NLR is (1– sensitivity)/specificity. DOR is a measured of diagnostic effectiveness (PLR/NLR). A survival analysis subgroup was also designed to evaluate prognostic significance. Pooled sensitivity, specificity, PLR, NLR, DOR and AUC were 0.79 (95% CI, 0.63-0.89), 0.93 (95% CI, 0.89-0.96), 12.13 (92% CI, 7.11-20.67), 0.22 (95% CI, 0.12-0.41), 54.82 (95% CI, 23.11-130.09), and 0.95 (95% CI, 0.93–0.96), respectively. KRAS mutation and wild-type hazard ratios for overall survival and progression-free survival were 1.37 (95% CI, 1.08–1.66), 1.46 (95% CI, 1.15-1.77) in blood samples, and 1.16 (95% CI, 1.03–1.28), 1.28 (95% CI, 1.09–1.46) in tumor tissue.
Collapse
Affiliation(s)
- Hongchang Shen
- Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, P.R. China
| | - Keying Che
- Institute of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, P.R. China
| | - Lei Cong
- Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, P.R. China
| | - Wei Dong
- Department of Thoracic Surgery, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, P.R. China
| | - Tiehong Zhang
- Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, P.R. China
| | - Qi Liu
- Institute of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, P.R. China
| | - Jiajun Du
- Institute of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, P.R. China.,Department of Thoracic Surgery, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, P.R. China
| |
Collapse
|
27
|
Stewart CM, Kothari PD, Mouliere F, Mair R, Somnay S, Benayed R, Zehir A, Weigelt B, Dawson SJ, Arcila ME, Berger MF, Tsui DW. The value of cell-free DNA for molecular pathology. J Pathol 2018; 244:616-627. [PMID: 29380875 DOI: 10.1002/path.5048] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 01/23/2018] [Accepted: 01/25/2018] [Indexed: 02/06/2023]
Abstract
Over the past decade, advances in molecular biology and genomics techniques have revolutionized the diagnosis and treatment of cancer. The technological advances in tissue profiling have also been applied to the study of cell-free nucleic acids, an area of increasing interest for molecular pathology. Cell-free nucleic acids are released from tumour cells into the surrounding body fluids and can be assayed non-invasively. The repertoire of genomic alterations in circulating tumour DNA (ctDNA) is reflective of both primary tumours and distant metastatic sites, and ctDNA can be sampled multiple times, thereby overcoming the limitations of the analysis of single biopsies. Furthermore, ctDNA can be sampled regularly to monitor response to treatment, to define the evolution of the tumour genome, and to assess the acquisition of resistance and minimal residual disease. Recently, clinical ctDNA assays have been approved for guidance of therapy, which is an exciting first step in translating cell-free nucleic acid research tests into clinical use for oncology. In this review, we discuss the advantages of cell-free nucleic acids as analytes in different body fluids, including blood plasma, urine, and cerebrospinal fluid, and their clinical applications in solid tumours and haematological malignancies. We will also discuss practical considerations for clinical deployment, such as preanalytical factors and regulatory requirements. Copyright © 2018 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
Collapse
Affiliation(s)
- Caitlin M Stewart
- Marie-José and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Prachi D Kothari
- Marie-José and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Pediatric Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Florent Mouliere
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.,Cancer Research UK Major Centre - Cambridge, Cancer Research UK Cambridge Institute, Cambridge, UK
| | - Richard Mair
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.,Cancer Research UK Major Centre - Cambridge, Cancer Research UK Cambridge Institute, Cambridge, UK.,Division of Neurosurgery, Department of Clinical Neurosciences, University of Cambridge, UK
| | - Saira Somnay
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ryma Benayed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ahmet Zehir
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Britta Weigelt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sarah-Jane Dawson
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Victoria, Australia.,Centre for Cancer Research, University of Melbourne, Victoria, Australia
| | - Maria E Arcila
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael F Berger
- Marie-José and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Dana Wy Tsui
- Marie-José and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| |
Collapse
|
28
|
Serna-Blasco R, Sanz-Álvarez M, Aguilera Ó, García-Foncillas J. Targeting the RAS-dependent chemoresistance: The Warburg connection. Semin Cancer Biol 2018; 54:80-90. [PMID: 29432815 DOI: 10.1016/j.semcancer.2018.01.016] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 01/24/2018] [Accepted: 01/29/2018] [Indexed: 02/07/2023]
Abstract
RAS protein family members (KRAS4A, KRAS4B, HRAS and NRAS) function as GDP-GTP-regulated on-off switches, which regulate cytoplasmic-nuclear signaling networks ruling diverse normal cellular processes. Constitutive activating mutations in RAS genes are found in up to 30% of human cancers, and remarkably, the oncogenic Ras mutations and mutations in other components of Ras/MAPK signaling pathways seem to be mutually exclusive in most tumors, pointing out that deregulation of Ras-dependent signaling is an essential requirement for tumorigenesis. Up to 30% of solid tumors are known to have a mutated (abnormal) KRAS gene. Unfortunately, patients harboring mutated KRAS CRC are unlikely to benefit from anti-EGFR therapy. Moreover, it remains unclear that patients with KRAS wild-type CRC will definitely respond to such therapies. Although some clinically designed-strategies to modulate KRAS aberrant activation have been designed, all attempts to target KRAS have failed in the clinical assays and K-RAS has been assumed to be invulnerable to chemotherapeutic attack. Recently, different encouraging publications reported that ascorbate may have a selective antitumoral effect on KRAS mutant cancer cells. In this review we aim to describe the prevalence and importance of KRAS mutation in cancer and associated problems for the clinical handling of patients harboring these tumors. We highlight the role of mutated KRAS in boosting and keeping the tumor associated aberrant cell metabolism stating that further in-depth studies on the molecular mechanism of ascorbate to bypass mutated KRAS-related metabolic alterations may constitute a new pathway to design novel molecules in order handle tumor resistance to anti EGFR-therapies.
Collapse
Affiliation(s)
- Roberto Serna-Blasco
- Translational Oncology Division, Oncohealth Institute, Fundacion Jimenez Diaz University Hospital, 28040, Madrid, Spain
| | - Marta Sanz-Álvarez
- Translational Oncology Division, Oncohealth Institute, Fundacion Jimenez Diaz University Hospital, 28040, Madrid, Spain
| | - Óscar Aguilera
- Translational Oncology Division, Oncohealth Institute, Fundacion Jimenez Diaz University Hospital, 28040, Madrid, Spain.
| | - Jesús García-Foncillas
- Translational Oncology Division, Oncohealth Institute, Fundacion Jimenez Diaz University Hospital, 28040, Madrid, Spain
| |
Collapse
|
29
|
Yang M, Forbes ME, Bitting RL, O'Neill SS, Chou PC, Topaloglu U, Miller LD, Hawkins GA, Grant SC, DeYoung BR, Petty WJ, Chen K, Pasche BC, Zhang W. Incorporating blood-based liquid biopsy information into cancer staging: time for a TNMB system? Ann Oncol 2018; 29:311-323. [PMID: 29216340 PMCID: PMC5834142 DOI: 10.1093/annonc/mdx766] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Tissue biopsy is the standard diagnostic procedure for cancer. Biopsy may also provide material for genotyping, which can assist in the diagnosis and selection of targeted therapies but may fall short in cases of inadequate sampling, particularly from highly heterogeneous tumors. Traditional tissue biopsy suffers greater limitations in its prognostic capability over the course of disease, most obviously as an invasive procedure with potential complications, but also with respect to probable tumor clonal evolution and metastasis over time from initial biopsy evaluation. Recent work highlights circulating tumor DNA (ctDNA) present in the blood as a supplemental, or perhaps an alternative, source of DNA to identify the clinically relevant cancer mutational landscape. Indeed, this noninvasive approach may facilitate repeated monitoring of disease progression and treatment response, serving as a means to guide targeted therapies based on detected actionable mutations in patients with advanced or metastatic solid tumors. Notably, ctDNA is heralding a revolution in the range of genomic profiling and molecular mechanisms to be utilized in the battle against cancer. This review will discuss the biology of ctDNA, current methods of detection and potential applications of this information in tumor diagnosis, treatment, and disease prognosis. Conventional classification of tumors to describe cancer stage follow the TNM notation system, heavily weighting local tumor extent (T), lymph node invasion (N), and detectable metastasis (M). With recent advancements in genomics and bioinformatics, it is conceivable that routine analysis of ctDNA from liquid biopsy (B) may make cancer diagnosis, treatment, and prognosis more accurate for individual patients. We put forward the futuristic concept of TNMB tumor classification, opening a new horizon for precision medicine with the hope of creating better outcomes for cancer patients.
Collapse
Affiliation(s)
- M Yang
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, USA; Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer, Tianjin, China; Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - M E Forbes
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, USA
| | - R L Bitting
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Section of Hematology and Oncology, Department of Internal Medicine, Winston-Salem, USA
| | - S S O'Neill
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Department of Pathology, Wake Forest School of Medicine, Winston-Salem, USA
| | - P-C Chou
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, USA
| | - U Topaloglu
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, USA
| | - L D Miller
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, USA
| | - G A Hawkins
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, USA
| | - S C Grant
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Section of Hematology and Oncology, Department of Internal Medicine, Winston-Salem, USA
| | - B R DeYoung
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Department of Pathology, Wake Forest School of Medicine, Winston-Salem, USA
| | - W J Petty
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Section of Hematology and Oncology, Department of Internal Medicine, Winston-Salem, USA
| | - K Chen
- Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer, Tianjin, China; Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.
| | - B C Pasche
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, USA; Section of Hematology and Oncology, Department of Internal Medicine, Winston-Salem, USA
| | - W Zhang
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical Center, Winston-Salem, USA; Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, USA.
| |
Collapse
|
30
|
Genetic profiling of cancer with circulating tumor DNA analysis. J Genet Genomics 2018; 45:79-85. [DOI: 10.1016/j.jgg.2017.11.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2017] [Revised: 11/24/2017] [Accepted: 11/25/2017] [Indexed: 12/21/2022]
|
31
|
Ai B, Liu H, Huang Y, Peng P. Circulating cell-free DNA as a prognostic and predictive biomarker in non-small cell lung cancer. Oncotarget 2018; 7:44583-44595. [PMID: 27323821 PMCID: PMC5190120 DOI: 10.18632/oncotarget.10069] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2016] [Accepted: 05/29/2016] [Indexed: 01/15/2023] Open
Abstract
Circulating cell-free DNA (cfDNA), which can be obtained from plasma or serum by non-invasive procedures, has showed great potential to predict treatment response and survival for cancer patients. Several studies have assessed the prognostic and predictive value of cfDNA in non-small cell lung cancer (NSCLC). However, these studies were often small and reported varying results. To address this issue, a meta-analysis was carried out. A total of 22 studies involving 2518 patients were subjected to the final analysis. Our results indicated that NSCLC patients with higher cfDNA concentration had shorter median progression-free survival (PFS) and overall survival (OS) time. In addition, high levels of cfDNA were significantly associated with poor PFS (hazard ratio or HR, 1.32; 95% CI, 1.02-1.71) and OS (HR, 1.64; 95% CI, 1.26-2.15). With respect to tumor specific mutations, we failed to reveal significant differences for PFS (HR, 1.30; 95% CI, 0.66-2.56) and OS (HR, 1.05; 95% CI, 0.49-2.25) when NSCLC patients were grouped according to KRAS genotype detected in cfDNA. However, NSCLC patients which harbored EGFR activating mutation in cfDNA had a greater chance of response to EGFR-TKIs (odds ratio or OR, 1.96; 95% CI, 1.59-2.42). No significant publication bias was detected in this study. In conclusion, cfDNA could act as a prognostic and predictive biomarker for patients with NSCLC.
Collapse
Affiliation(s)
- Bo Ai
- Department of Thoracic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Hubei, Wuhan 430030, People's Republic of China
| | - Huiquan Liu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Hubei, Wuhan 430030, People's Republic of China
| | - Yu Huang
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Hubei, Wuhan 430030, People's Republic of China
| | - Ping Peng
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Hubei, Wuhan 430030, People's Republic of China
| |
Collapse
|
32
|
The prognostic value of KRAS mutation by cell-free DNA in cancer patients: A systematic review and meta-analysis. PLoS One 2017; 12:e0182562. [PMID: 28796802 PMCID: PMC5552123 DOI: 10.1371/journal.pone.0182562] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2017] [Accepted: 07/20/2017] [Indexed: 12/21/2022] Open
Abstract
KRAS mutation has been found in various types of cancer. However, the prognostic value of KRAS mutation in cell-free DNA (cfDNA) in cancer patients was conflicting. In the present study, a meta-analysis was conducted to clarify its prognostic significance. Literature searches of Cochrane Library, EMBASE, PubMed and Web of Science were performed to identify studies related to KRAS mutation detected by cfDNA and survival in cancer patients. Two evaluators reviewed and extracted the information independently. Review Manager 5.3 software was used to perform the statistical analysis. Thirty studies were included in the present meta-analysis. Our analysis showed that KRAS mutation in cfDNA was associated with a poorer survival in cancer patients for overall survival (OS, HR 2.02, 95% CI 1.63-2.51, P<0.01) and progression-free survival (PFS, HR 1.64, 95% CI 1.27-2.13, P<0.01). In subgroup analyses, KRAS mutation in pancreatic cancer, colorectal cancer, non-small cell lung cancer and ovarian epithelial cancer had HRs of 2.81 (95% CI 1.83-4.30, P<0.01), 1.67 (95% CI 1.25-2.42, P<0.01), 1.64 (95% CI 1.13-2.39, P = 0.01) and 2.17 (95% 1.12-4.21, p = 0.02) for OS, respectively. In addition, the ethnicity didn't influence the prognostic value of KRAS mutation in cfDNA in cancer patients (p = 0.39). Prognostic value of KRAS mutation was slightly higher in plasma than in serum (HR 2.13 vs 1.65), but no difference was observed (p = 0.37). Briefly, KRAS mutation in cfDNA was a survival prognostic biomarker in cancer patients. Its prognostic value was different in various types of cancer.
Collapse
|
33
|
Wan JCM, Massie C, Garcia-Corbacho J, Mouliere F, Brenton JD, Caldas C, Pacey S, Baird R, Rosenfeld N. Liquid biopsies come of age: towards implementation of circulating tumour DNA. Nat Rev Cancer 2017; 17:223-238. [PMID: 28233803 DOI: 10.1038/nrc.2017.7] [Citation(s) in RCA: 1549] [Impact Index Per Article: 221.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Improvements in genomic and molecular methods are expanding the range of potential applications for circulating tumour DNA (ctDNA), both in a research setting and as a 'liquid biopsy' for cancer management. Proof-of-principle studies have demonstrated the translational potential of ctDNA for prognostication, molecular profiling and monitoring. The field is now in an exciting transitional period in which ctDNA analysis is beginning to be applied clinically, although there is still much to learn about the biology of cell-free DNA. This is an opportune time to appraise potential approaches to ctDNA analysis, and to consider their applications in personalized oncology and in cancer research.
Collapse
Affiliation(s)
- Jonathan C M Wan
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge CB2 0RE, UK
- Cancer Research UK Cambridge Centre, Cambridge CB2 0RE, UK
| | - Charles Massie
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge CB2 0RE, UK
- Cancer Research UK Cambridge Centre, Cambridge CB2 0RE, UK
| | - Javier Garcia-Corbacho
- Clinical Trials Unit, Clinic Institute of Haematological and Oncological Diseases, Hospital Clinic de Barcelona, IDIBAPs, Carrer de Villarroel, 170 Barcelona 08036, Spain
| | - Florent Mouliere
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge CB2 0RE, UK
- Cancer Research UK Cambridge Centre, Cambridge CB2 0RE, UK
| | - James D Brenton
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge CB2 0RE, UK
- Cancer Research UK Cambridge Centre, Cambridge CB2 0RE, UK
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge CB2 0RE, UK
- Cancer Research UK Cambridge Centre, Cambridge CB2 0RE, UK
- Department of Oncology, University of Cambridge Hutchison-MRC Research Centre, Box 197, Cambridge Biomedical Campus, Cambridge CB2 0XZ, UK
| | - Simon Pacey
- Cancer Research UK Cambridge Centre, Cambridge CB2 0RE, UK
- Department of Oncology, University of Cambridge Hutchison-MRC Research Centre, Box 197, Cambridge Biomedical Campus, Cambridge CB2 0XZ, UK
| | - Richard Baird
- Cancer Research UK Cambridge Centre, Cambridge CB2 0RE, UK
- Department of Oncology, University of Cambridge Hutchison-MRC Research Centre, Box 197, Cambridge Biomedical Campus, Cambridge CB2 0XZ, UK
| | - Nitzan Rosenfeld
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge CB2 0RE, UK
- Cancer Research UK Cambridge Centre, Cambridge CB2 0RE, UK
| |
Collapse
|
34
|
KRAS mutation is a weak, but valid predictor for poor prognosis and treatment outcomes in NSCLC: A meta-analysis of 41 studies. Oncotarget 2016; 7:8373-88. [PMID: 26840022 PMCID: PMC4884999 DOI: 10.18632/oncotarget.7080] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Accepted: 01/13/2016] [Indexed: 01/06/2023] Open
Abstract
Mutation of oncogene KRAS is common in non-small cell lung cancer (NSCLC), however, its clinical significance is still controversial. Independent studies evaluating its prognostic and predictive value usually drew inconsistent conclusions. Hence, We performed a meta-analysis with 41 relative publications, retrieved from multi-databases, to reconcile these controversial results and to give an overall impression of KRAS mutation in NSCLC. According to our findings, KRAS mutation was significantly associated with worse overall survival (OS) and disease-free survival (DFS) in early stage resected NSCLC (hazard ratio or HR=1.56 and 1.57, 95% CI 1.39-1.76 and 1.17-2.09 respectively), and with inferior outcomes of epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) treatment and chemotherapy (relative risk or RR=0.21 and 0.66 for objective response rate or ORR, 95% CI 0.12-0.39 and 0.54-0.81 respectively; HR=1.46 and 1.30 for progression-free survival or PFS, 95%CI 1.23-1.74 and 1.14-1.50 respectively) in advanced NSCLC. When EGFR mutant patients were excluded, KRAS mutation was still significantly associated with worse OS and PFS of EGFR-TKIs (HR=1.40 and 1.35, 95 % CI 1.21-1.61 and 1.11-1.64). Although KRAS mutant patients presented worse DFS and PFS of chemotherapy (HR=1.33 and 1.11, 95% CI 0.97-1.84 and 0.95-1.30), and lower response rate to EGFR-TKIs or chemotherapy (RR=0.55 and 0.88, 95 % CI 0.27-1.11 and 0.76-1.02), statistical differences were not met. In conclusion, KRAS mutation is a weak, but valid predictor for poor prognosis and treatment outcomes in NSCLC. There's a need for developing target therapies for KRAS mutant lung cancer and other tumors.
Collapse
|
35
|
Calabuig-Fariñas S, Jantus-Lewintre E, Herreros-Pomares A, Camps C. Circulating tumor cells versus circulating tumor DNA in lung cancer-which one will win? Transl Lung Cancer Res 2016; 5:466-482. [PMID: 27826528 DOI: 10.21037/tlcr.2016.10.02] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Liquid biopsies appear to be a reliable alternative to conventional biopsies that can provide both precise molecular data useful for improving the clinical management of lung cancer patients as well as a less invasive way of monitoring tumor behavior. These advances are supported by important biotechnological developments in the fields of circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA). Analysis of CTCs and ctDNA may be useful in treatment selection, for response monitoring, and in studying resistance mechanisms. This review focuses on the most recent technological achievements and the most relevant clinical applications for lung cancer patients in the CTC and ctDNA fields, highlighting those that are already (or are close to) being implemented in daily clinical practice.
Collapse
Affiliation(s)
- Silvia Calabuig-Fariñas
- Molecular Oncology Laboratory, General University Hospital Research Foundation, University General Hospital of Valencia, Valencia, Spain;; Department of Pathology, Universitat de València, Valencia, Spain
| | - Eloísa Jantus-Lewintre
- Molecular Oncology Laboratory, General University Hospital Research Foundation, University General Hospital of Valencia, Valencia, Spain;; Department of Biotechnology, Universitat Politècnica de València, Valencia, Spain
| | - Alejandro Herreros-Pomares
- Molecular Oncology Laboratory, General University Hospital Research Foundation, University General Hospital of Valencia, Valencia, Spain;; Department of Biotechnology, Universitat Politècnica de València, Valencia, Spain
| | - Carlos Camps
- Molecular Oncology Laboratory, General University Hospital Research Foundation, University General Hospital of Valencia, Valencia, Spain;; Department of Medicine, Universitat de València, Valencia, Spain;; Department of Medical Oncology, University General Hospital of Valencia, Valencia, Spain
| |
Collapse
|
36
|
Garzón M, Villatoro S, Teixidó C, Mayo C, Martínez A, de Los Llanos Gil M, Viteri S, Morales-Espinosa D, Rosell R. KRAS mutations in the circulating free DNA (cfDNA) of non-small cell lung cancer (NSCLC) patients. Transl Lung Cancer Res 2016; 5:511-516. [PMID: 27826532 DOI: 10.21037/tlcr.2016.10.14] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Circulating free DNA (cfDNA) is obtained from serum or plasma by non-invasive methods such as a simple blood draw, a technique known as "liquid biopsy". Genetic analyses of driver alterations in cfDNA have proved very effective to predict survival and treatment response of cancer patients according to tumoral cfDNA burden in blood. Non-small cell lung cancer (NSCLC) patients with higher concentration of tumoral cfDNA in blood have, on average, shorter progression-free survival (PFS) and overall survival (OS). Regarding specific genetic alterations, KRAS proto-oncogene, GTPase (KRAS) is one of the main genes involved in NSCLC and several studies have been performed to determine its value as a predictive and prognostic biomarker in liquid biopsy. Unfortunately, to date no strong conclusions can be drawn since they have yielded contradictory results. Therefore, further investigations are necessary to establish the value of KRAS testing in liquid biopsy as prognostic or predictive factor in NSCLC. Herein, we review the current knowledge on the importance of KRAS as prognostic and predictive biomarker using non-invasive approaches and the scientific data available regarding its application in clinical practice for treatment of NSCLC.
Collapse
Affiliation(s)
- Mónica Garzón
- Pangaea Biotech, Laboratory of Oncology, Quirón Dexeus University Hospital, 08028 Barcelona, Spain
| | - Sergi Villatoro
- Pangaea Biotech, Laboratory of Oncology, Quirón Dexeus University Hospital, 08028 Barcelona, Spain
| | - Cristina Teixidó
- Pangaea Biotech, Laboratory of Oncology, Quirón Dexeus University Hospital, 08028 Barcelona, Spain
| | - Clara Mayo
- Pangaea Biotech, Laboratory of Oncology, Quirón Dexeus University Hospital, 08028 Barcelona, Spain
| | - Alejandro Martínez
- Dr Rosell Oncology Institute, Quirón Dexeus University Hospital, 08028 Barcelona, Spain
| | | | - Santiago Viteri
- Dr Rosell Oncology Institute, Quirón Dexeus University Hospital, 08028 Barcelona, Spain
| | | | - Rafael Rosell
- Pangaea Biotech, Laboratory of Oncology, Quirón Dexeus University Hospital, 08028 Barcelona, Spain;; Dr Rosell Oncology Institute, Quirón Dexeus University Hospital, 08028 Barcelona, Spain;; Cancer Biology & Precision Medicine Program, Catalan Institute of Oncology, Germans Trias i Pujol Health Sciences Institute and Hospital, Crta de Canyet s/n, 08016 Badalona, Spain;; Autonomous University of Barcelona (UAB), Campus Can Ruti, Crta de Canyet s/n, 08016 Badalona, Spain;; Molecular Oncology Research (MORe) Foundation, 08028 Barcelona, Spain
| |
Collapse
|
37
|
Das J, Ivanov I, Sargent EH, Kelley SO. DNA Clutch Probes for Circulating Tumor DNA Analysis. J Am Chem Soc 2016; 138:11009-16. [DOI: 10.1021/jacs.6b05679] [Citation(s) in RCA: 136] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
| | | | | | - Shana O. Kelley
- Department
of Biochemistry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada M5S 3M2
| |
Collapse
|
38
|
Lung cancer: Using ctDNA to track EGFR and KRAS mutations in advanced-stage disease. Nat Rev Clin Oncol 2016; 13:401-2. [PMID: 27245284 DOI: 10.1038/nrclinonc.2016.83] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
|
39
|
Rapisuwon S, Vietsch EE, Wellstein A. Circulating biomarkers to monitor cancer progression and treatment. Comput Struct Biotechnol J 2016; 14:211-22. [PMID: 27358717 PMCID: PMC4913179 DOI: 10.1016/j.csbj.2016.05.004] [Citation(s) in RCA: 96] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Revised: 05/17/2016] [Accepted: 05/18/2016] [Indexed: 12/11/2022] Open
Abstract
Tumor heterogeneity is a major challenge and the root cause of resistance to treatment. Still, the standard diagnostic approach relies on the analysis of a single tumor sample from a local or metastatic site that is obtained at a given time point. Due to intratumoral heterogeneity and selection of subpopulations in diverse lesions this will provide only a limited characterization of the makeup of the disease. On the other hand, recent developments of nucleic acid sequence analysis allows to use minimally invasive serial blood samples to assess the mutational status and altered gene expression patterns for real time monitoring in individual patients. Here, we focus on cell-free circulating tumor-specific mutant DNA and RNA (including mRNA and non-coding RNA), as well as current limitations and challenges associated with circulating nucleic acids biomarkers.
Collapse
Affiliation(s)
| | | | - Anton Wellstein
- Georgetown University Medical Center, Lombardi Comprehensive Cancer Center, 3970 Reservoir Rd, NW, Washington, DC 20007, USA
| |
Collapse
|
40
|
Gold B, Cankovic M, Furtado LV, Meier F, Gocke CD. Do circulating tumor cells, exosomes, and circulating tumor nucleic acids have clinical utility? A report of the association for molecular pathology. J Mol Diagn 2016; 17:209-24. [PMID: 25908243 DOI: 10.1016/j.jmoldx.2015.02.001] [Citation(s) in RCA: 145] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2014] [Revised: 01/12/2015] [Accepted: 02/02/2015] [Indexed: 02/06/2023] Open
Abstract
Diagnosing and screening for tumors through noninvasive means represent an important paradigm shift in precision medicine. In contrast to tissue biopsy, detection of circulating tumor cells (CTCs) and circulating tumor nucleic acids provides a minimally invasive method for predictive and prognostic marker detection. This allows early and serial assessment of metastatic disease, including follow-up during remission, characterization of treatment effects, and clonal evolution. Isolation and characterization of CTCs and circulating tumor DNA (ctDNA) are likely to improve cancer diagnosis, treatment, and minimal residual disease monitoring. However, more trials are required to validate the clinical utility of precise molecular markers for a variety of tumor types. This review focuses on the clinical utility of CTCs and ctDNA testing in patients with solid tumors, including somatic and epigenetic alterations that can be detected. A comparison of methods used to isolate and detect CTCs and some of the intricacies of the characterization of the ctDNA are also provided.
Collapse
MESH Headings
- Animals
- Biomarkers, Tumor/blood
- Biomarkers, Tumor/genetics
- DNA, Neoplasm/blood
- DNA, Neoplasm/genetics
- Epigenesis, Genetic
- Exosomes/pathology
- Gene Expression Regulation, Neoplastic
- Humans
- Mutation
- Neoplasms/blood
- Neoplasms/diagnosis
- Neoplasms/genetics
- Neoplasms/pathology
- Neoplastic Cells, Circulating/pathology
- Pathology, Molecular
- RNA, Neoplasm/blood
- RNA, Neoplasm/genetics
Collapse
Affiliation(s)
- Bert Gold
- Circulating Tumor Cells Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Bethesda, Maryland; Center for Cancer Research, National Cancer Institute, Frederick, Maryland.
| | - Milena Cankovic
- Circulating Tumor Cells Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Bethesda, Maryland; Department of Pathology, Henry Ford Hospital, Detroit, Michigan
| | - Larissa V Furtado
- Circulating Tumor Cells Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Bethesda, Maryland; Department of Pathology, University of Chicago Medical Center, Chicago, Illinois
| | - Frederick Meier
- Circulating Tumor Cells Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Bethesda, Maryland; Department of Pathology, Henry Ford Hospital, Detroit, Michigan
| | - Christopher D Gocke
- Circulating Tumor Cells Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Bethesda, Maryland; Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| |
Collapse
|
41
|
Ocaña A, Díez-González L, García-Olmo DC, Templeton AJ, Vera-Badillo F, José Escribano M, Serrano-Heras G, Corrales-Sánchez V, Seruga B, Andrés-Pretel F, Pandiella A, Amir E. Circulating DNA and Survival in Solid Tumors. Cancer Epidemiol Biomarkers Prev 2015; 25:399-406. [PMID: 26604269 DOI: 10.1158/1055-9965.epi-15-0893] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2015] [Accepted: 11/04/2015] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND The ability to undertake molecular analysis to inform on prognosis and predictors of response to therapy is limited by accessibility of tissue. Measurement of total circulating free DNA (cfDNA) or circulating tumor DNA (ctDNA) in peripheral blood may allow easier access to tumor material and help to predict clinical outcomes. METHODS A systematic review of electronic databases identified publications exploring the association between cfDNA or ctDNA and overall survival (OS) in solid tumors. HRs for OS were extracted from multivariable analyses and included in a meta-analysis. Pooled HRs were computed and weighted using generic inverse variance and random-effect modeling. For studies not reporting multivariable analyses, univariable ORs were estimated from Kaplan-Meier curves for OS at 1 and 3 years. RESULTS Thirty-nine studies comprising 4,052 patients were included in the analysis. Detection of ctDNA was associated with a significantly worse OS in multivariable analyses [HR, 2.70; 95% confidence interval (CI), 2.02-3.61; P < 0.001). Similar results were observed in the univariable analyses at 3 and 1 year (OR, 4.83; 95% CI, 3.20-7.28; P < 0.001).There was also a statistically significant association between high total cfDNA and worse OS for studies reporting multivariable and univariate data at 3 years (HR, 1.91; 95% CI, 1.59-2.29; P < 0.001 and OR, 2.82; 95% CI, 1.93-4.13; P < 0.001, respectively). CONCLUSIONS High levels of total cfDNA and presence of ctDNA are associated with worse survival in solid tumors. IMPACT Circulating DNA is associated with worse outcome in solid tumors.
Collapse
Affiliation(s)
- Alberto Ocaña
- Translational Oncology Unit, Albacete University Hospital, Albacete, Spain.
| | | | | | - Arnoud J Templeton
- Department of Medical Oncology and Hematology, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - Francisco Vera-Badillo
- Divisions of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Department of Medicine, University of Toronto, Toronto, Canada
| | | | | | | | - Bostjan Seruga
- Department of Medical Oncology, Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | | | | | - Eitan Amir
- Divisions of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Department of Medicine, University of Toronto, Toronto, Canada
| |
Collapse
|
42
|
Gautschi O, Mach N, Rothschild SI, Li Q, Stahel RA, Zippelius A, Cathomas R, Früh M, Betticher DC, Peters S, Rauch D, Feilchenfeldt J, Bubendorf L, Savic S, Jaggi R, Leibundgut EO, Largiadèr C, Brutsche M, Pilop C, Stalder L, Pless M, Ochsenbein AF. Bevacizumab, Pemetrexed, and Cisplatin, or Bevacizumab and Erlotinib for Patients With Advanced Non–Small-Cell Lung Cancer Stratified by Epidermal Growth Factor Receptor Mutation: Phase II Trial SAKK19/09. Clin Lung Cancer 2015; 16:358-65. [DOI: 10.1016/j.cllc.2015.02.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2014] [Revised: 02/18/2015] [Accepted: 02/26/2015] [Indexed: 01/30/2023]
|
43
|
An electrochemical clamp assay for direct, rapid analysis of circulating nucleic acids in serum. Nat Chem 2015; 7:569-75. [PMID: 26100805 DOI: 10.1038/nchem.2270] [Citation(s) in RCA: 193] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2014] [Accepted: 04/21/2015] [Indexed: 02/07/2023]
Abstract
The analysis of cell-free nucleic acids (cfNAs), which are present at significant levels in the blood of cancer patients, can reveal the mutational spectrum of a tumour without the need for invasive sampling of the tissue. However, this requires differentiation between the nucleic acids that originate from healthy cells and the mutated sequences shed by tumour cells. Here we report an electrochemical clamp assay that directly detects mutated sequences in patient serum. This is the first successful detection of cfNAs without the need for enzymatic amplification, a step that normally requires extensive sample processing and is prone to interference. The new chip-based assay reads out the presence of mutations within 15 minutes using a collection of oligonucleotides that sequester closely related sequences in solution, and thus allow only the mutated sequence to bind to a chip-based sensor. We demonstrate excellent levels of sensitivity and specificity and show that the clamp assay accurately detects mutated sequences in a collection of samples taken from lung cancer and melanoma patients.
Collapse
|
44
|
Lung cancer prediction using neural network ensemble with histogram of oriented gradient genomic features. ScientificWorldJournal 2015; 2015:786013. [PMID: 25802891 PMCID: PMC4352926 DOI: 10.1155/2015/786013] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Accepted: 01/29/2015] [Indexed: 11/17/2022] Open
Abstract
This paper reports an experimental comparison of artificial neural network (ANN) and support vector machine (SVM) ensembles and their "nonensemble" variants for lung cancer prediction. These machine learning classifiers were trained to predict lung cancer using samples of patient nucleotides with mutations in the epidermal growth factor receptor, Kirsten rat sarcoma viral oncogene, and tumor suppressor p53 genomes collected as biomarkers from the IGDB.NSCLC corpus. The Voss DNA encoding was used to map the nucleotide sequences of mutated and normal genomes to obtain the equivalent numerical genomic sequences for training the selected classifiers. The histogram of oriented gradient (HOG) and local binary pattern (LBP) state-of-the-art feature extraction schemes were applied to extract representative genomic features from the encoded sequences of nucleotides. The ANN ensemble and HOG best fit the training dataset of this study with an accuracy of 95.90% and mean square error of 0.0159. The result of the ANN ensemble and HOG genomic features is promising for automated screening and early detection of lung cancer. This will hopefully assist pathologists in administering targeted molecular therapy and offering counsel to early stage lung cancer patients and persons in at risk populations.
Collapse
|
45
|
Abstract
In recent years, the clinical development of targeted therapies has been advanced by a greater understanding of tumor biology and genomics. Nonetheless, drug development remains a slow and costly process. An additional challenge is that targeted therapies may benefit only a subset of patients treated-typically those patients whose tumors are dependent on the target of interest. Thus, there is a growing need for the incorporation of both predictive and pharmacodynamic (PD) biomarkers in drug development. Predictive biomarkers are important to help guide patient selection, while PD biomarkers can provide information on the pharmacologic effects of a drug on its target. PD studies may provide insights into proof of mechanism (i.e., Does the agent hit its intended target?) and proof of concept (i.e., Does hitting the drug target result in the desired biologic effect?). PD studies may also provide information on the optimal biologic dosing or scheduling of a targeted agent. Herein, we review PD endpoints in the context of targeted drug development in non-small cell lung cancer, highlighting some of the key challenges encountered to date. In doing so, we discuss recent experiences with repeat tumor biopsies, surrogate tissue analysis, alternative clinical trial designs (e.g., window-of-opportunity trials), circulating biomarkers, and mechanism-based toxicity assessments. The application of such technologies and biomarkers in early clinical trials may facilitate rational drug development, while enhancing our understanding of why certain targeted therapies succeed or fail. See all articles in this CCR focus section, "Progress in pharmacodynamic endpoints."
Collapse
Affiliation(s)
- Justin F Gainor
- Authors' Affiliations: Department of Medicine, Massachusetts General Hospital Cancer Center; and Department of Medicine, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Boston, Massachusetts
| | - Dan L Longo
- Authors' Affiliations: Department of Medicine, Massachusetts General Hospital Cancer Center; and Department of Medicine, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Boston, Massachusetts
| | - Bruce A Chabner
- Authors' Affiliations: Department of Medicine, Massachusetts General Hospital Cancer Center; and Department of Medicine, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Boston, Massachusetts
| |
Collapse
|
46
|
Kang JY, Park CK, Yeo CD, Lee HY, Rhee CK, Kim SJ, Kim SC, Kim YK, Park MS, Yim HW. Comparison of PNA clamping and direct sequencing for detecting KRAS mutations in matched tumour tissue, cell block, pleural effusion and serum from patients with malignant pleural effusion. Respirology 2014; 20:138-46. [PMID: 25302858 DOI: 10.1111/resp.12413] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Accepted: 08/03/2014] [Indexed: 12/30/2022]
Abstract
BACKGROUND AND OBJECTIVE Peptide nucleic acid (PNA)-mediated real-time polymerase chain reaction clamping was recently developed to improve mutation detection sensitivity. Pleural effusion could be a good sample candidate for mutation analysis. To establish if PNA clamping could be used to detect KRAS mutation in particular in pleural effusion, we analysed its diagnostic performance. METHODS We studied 57 patients with malignant effusion. KRAS mutation was evaluated in samples of matched tumour tissue, cell block, pleural effusion and serum using PNA clamping and direct sequencing. RESULTS The detection rate of KRAS mutation using pleural effusion was 14% for PNA clamping and 10.5% for direct sequencing. The κ coefficient between the two methods was 0.76 (P value < 0.0001), 1.00 (P value < 0.0001) and 0.87 (P value < 0.0001) in pleural effusion, tissue and cell block, respectively. The diagnostic performance of KRAS mutation detection from pleural effusion compared with the results obtained for all samples combined showed that the sensitivity, specificity, positive predictive value and negative predictive value were as follows: 89, 100, 100 and 98%, respectively for PNA clamping; 67, 100, 100 and 94%, respectively for directing sequencing. CONCLUSIONS The current study suggests that PNA clamping had a good concordance with direct sequencing for the detection of KRAS mutation in patients with malignant effusion. Furthermore, the good diagnostic performance obtained from pleural effusion samples provides evidence that pleural effusion can be a useful source for detecting KRAS mutation in a clinical setting, in which the collection of tumour tissues is challenging.
Collapse
Affiliation(s)
- Ji Young Kang
- Department of Internal Medicine, Seoul St Mary's Hospital, The Cancer Research Institute, Seoul, Korea
| | | | | | | | | | | | | | | | | | | |
Collapse
|
47
|
Newman AM, Bratman SV, To J, Wynne JF, Eclov NCW, Modlin LA, Liu CL, Neal JW, Wakelee HA, Merritt RE, Shrager JB, Loo BW, Alizadeh AA, Diehn M. An ultrasensitive method for quantitating circulating tumor DNA with broad patient coverage. Nat Med 2014; 20:548-54. [PMID: 24705333 PMCID: PMC4016134 DOI: 10.1038/nm.3519] [Citation(s) in RCA: 1521] [Impact Index Per Article: 152.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2013] [Accepted: 11/06/2013] [Indexed: 02/06/2023]
Abstract
Circulating tumor DNA (ctDNA) represents a promising biomarker for noninvasive assessment of cancer burden, but existing methods have insufficient sensitivity or patient coverage for broad clinical applicability. Here we introduce CAncer Personalized Profiling by deep Sequencing (CAPP-Seq), an economical and ultrasensitive method for quantifying ctDNA. We implemented CAPP-Seq for non-small cell lung cancer (NSCLC) with a design covering multiple classes of somatic alterations that identified mutations in >95% of tumors. We detected ctDNA in 100% of stage II–IV and 50% of stage I NSCLC patients, with 96% specificity for mutant allele fractions down to ~0.02%. Levels of ctDNA significantly correlated with tumor volume, distinguished between residual disease and treatment-related imaging changes, and provided earlier response assessment than radiographic approaches. Finally, we explored biopsy-free tumor screening and genotyping with CAPP-Seq. We envision that CAPP-Seq could be routinely applied clinically to detect and monitor diverse malignancies, thus facilitating personalized cancer therapy.
Collapse
Affiliation(s)
- Aaron M Newman
- 1] Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California, USA. [2] Division of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University, Stanford, California, USA. [3]
| | - Scott V Bratman
- 1] Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California, USA. [2] Department of Radiation Oncology, Stanford University, Stanford, California, USA. [3]
| | - Jacqueline To
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Jacob F Wynne
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Neville C W Eclov
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Leslie A Modlin
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Chih Long Liu
- 1] Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California, USA. [2] Division of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University, Stanford, California, USA
| | - Joel W Neal
- Division of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University, Stanford, California, USA
| | - Heather A Wakelee
- Division of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University, Stanford, California, USA
| | - Robert E Merritt
- Division of Thoracic Surgery, Department of Cardiothoracic Surgery, Stanford School of Medicine, Stanford University, Stanford, California, USA
| | - Joseph B Shrager
- Division of Thoracic Surgery, Department of Cardiothoracic Surgery, Stanford School of Medicine, Stanford University, Stanford, California, USA
| | - Billy W Loo
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Ash A Alizadeh
- 1] Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California, USA. [2] Division of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University, Stanford, California, USA. [3] Division of Hematology, Department of Medicine, Stanford Cancer Institute, Stanford University, Stanford, California, USA
| | - Maximilian Diehn
- 1] Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California, USA. [2] Department of Radiation Oncology, Stanford University, Stanford, California, USA. [3] Stanford Cancer Institute, Stanford University, Stanford, California, USA
| |
Collapse
|
48
|
Esposito A, Bardelli A, Criscitiello C, Colombo N, Gelao L, Fumagalli L, Minchella I, Locatelli M, Goldhirsch A, Curigliano G. Monitoring tumor-derived cell-free DNA in patients with solid tumors: clinical perspectives and research opportunities. Cancer Treat Rev 2013; 40:648-55. [PMID: 24184333 DOI: 10.1016/j.ctrv.2013.10.003] [Citation(s) in RCA: 84] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2013] [Accepted: 10/11/2013] [Indexed: 01/05/2023]
Abstract
Circulating cell-free DNA represents a non-invasive biomarker, as it can be isolated from human plasma, serum and other body fluids. Circulating tumor DNA shed from primary and metastatic cancers may allow the non-invasive analysis of the evolution of tumor genomes during treatment and disease progression through 'liquid biopsies'. The serial monitoring of tumor genotypes, which are instable and prone to changes under selection pressure, is becoming increasingly possible. The "liquid biopsy" provide novel biological insights into the process of metastasis and may elucidate signaling pathways involved in cell invasiveness and metastatic competence. This review will focus on the clinical utility of circulating cell free DNA in main solid tumors, including genetic and epigenetic alterations that can be detected.
Collapse
Affiliation(s)
- Angela Esposito
- Division of Early Drug Development for Innovative Therapies, Istituto Europeo di Oncologia, Via Ripamonti 435, 20133 Milano, Italy
| | - Alberto Bardelli
- Department of Oncology, University of Torino, Candiolo, Torino, Italy; IRCC Institute for Cancer Research and Treatment, Candiolo, Torino, Italy; FIRC Institute of Molecular Oncology (IFOM), Milano, Italy
| | - Carmen Criscitiello
- Division of Early Drug Development for Innovative Therapies, Istituto Europeo di Oncologia, Via Ripamonti 435, 20133 Milano, Italy
| | - Nicoletta Colombo
- Division of Gynecologic Oncology, Istituto Europeo di Oncologia, Via Ripamonti 435, 20133 Milano, Italy
| | - Lucia Gelao
- Division of Early Drug Development for Innovative Therapies, Istituto Europeo di Oncologia, Via Ripamonti 435, 20133 Milano, Italy
| | - Luca Fumagalli
- Division of Early Drug Development for Innovative Therapies, Istituto Europeo di Oncologia, Via Ripamonti 435, 20133 Milano, Italy
| | - Ida Minchella
- Division of Early Drug Development for Innovative Therapies, Istituto Europeo di Oncologia, Via Ripamonti 435, 20133 Milano, Italy
| | - Marzia Locatelli
- Division of Early Drug Development for Innovative Therapies, Istituto Europeo di Oncologia, Via Ripamonti 435, 20133 Milano, Italy
| | - Aron Goldhirsch
- Breast Cancer Program Istituto Europeo di Oncologia, Via Ripamonti 435, 20133 Milano, Italy
| | - Giuseppe Curigliano
- Division of Early Drug Development for Innovative Therapies, Istituto Europeo di Oncologia, Via Ripamonti 435, 20133 Milano, Italy.
| |
Collapse
|
49
|
Prognostic value of K-RAS mutations in patients with non-small cell lung cancer: a systematic review with meta-analysis. Lung Cancer 2013; 81:1-10. [PMID: 23608713 DOI: 10.1016/j.lungcan.2013.03.019] [Citation(s) in RCA: 103] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2013] [Revised: 03/18/2013] [Accepted: 03/23/2013] [Indexed: 11/23/2022]
Abstract
K-RAS gene mutations have been found in 20-30% of non-small cell lung cancer and occur most commonly in adenocarcinoma, however, there was no definitive conclusion about the prognostic role of K-RAS mutations in NSCLC. Herein we performed a systematic review of the literatures with meta-analysis to assess K-RAS mutations' prognostic value in NSCLC. After a methodological assessment, survival data from published studies were aggregated. Combined hazard ratios (HRs) and corresponding 95% confidence intervals (CIs) were calculated in terms of overall survival. 41 trials (6939 patients) were included in the analysis, the overall HR was 1.45 (95% CI: 1.29-1.62), showing that K-RAS mutations have an unfavorable impact on survival of patients with NSCLC. Then a subgroup analysis was performed about ethnicity, the combined HR was 1.97 (95% CI: 1.58-2.44) for Asians, and 1.37 (95% CI: 1.25-1.5) for non-Asians. In subgroup analysis of histology, the HR was 1.39 (95% CI: 1.24-1.55) for adenocarcinoma, suggesting that K-RAS mutations were correlated with shortened survival for adenocarcinoma. When the subgroup analysis was conducted according to disease stage, K-RAS mutations were poor prognostic factors in early stages: stage I (1.81; 95% CI: 1.36-2.39) and stage I-IIIa (1.68; 95% CI: 1.11-2.55), but not in advanced stage (IIIb-IV) (1.3; 95% CI: 0.99-1.71). At last, in subgroup analysis about test methods, all of the four methods: PCR-MSOP (1.73; 95% CI: 1.35-2.2), PCR-DGGE (1.27; 95% CI: 1.01-1.62), PCR-RFLP (1.88; 95% CI: 1.42-2.49) and PCR-seq (1.34; 95% CI: 1.14-1.58) showed statistically significant impact on survival of NSCLC patients. In conclusion, this meta-analysis suggests that K-RAS mutations are associated with a worse overall survival in patients with NSCLC, especially in patients with adenocarcinoma and early stage.
Collapse
|
50
|
Cimino GD, Pan CX, Henderson PT. Personalized medicine for targeted and platinum-based chemotherapy of lung and bladder cancer. Bioanalysis 2013; 5:369-91. [PMID: 23394702 PMCID: PMC3644565 DOI: 10.4155/bio.12.325] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
The personalized medicine revolution is occurring for cancer chemotherapy. Biomarkers are increasingly capable of distinguishing genotypic or phenotypic traits of individual tumors, and are being linked to the selection of treatment protocols. This review covers the molecular basis for biomarkers of response to targeted and cytotoxic lung and bladder cancer treatment with an emphasis on platinum-based chemotherapy. Platinum derivatives are a class of drugs commonly employed against solid tumors that kill cells by covalent attachment to DNA. Platinum-DNA adduct levels in patient tissues have been correlated to response and survival. The sensitivity and precision of adduct detection has increased to the point of enabling subtherapeutic dosing for diagnostics applications, termed diagnostic microdosing, prior to the initiation of full-dose therapy. The clinical status of this unique phenotypic marker for lung and bladder cancer applications is detailed along with discussion of future applications.
Collapse
Affiliation(s)
- George D Cimino
- Accelerated Medical Diagnostics, Inc., 2121 Second Street, B101, Davis, CA 95618, USA
| | - Chong-xian Pan
- University of California Davis, Department of Internal Medicine, Division of Hematology & Oncology & the UC Davis Comprehensive Cancer Center, 4501 X Street, Suite 3016, Sacramento, CA 94568, USA
- Hematology/Oncology, VA Northern California Health Care System, 10535 Hospital Way, Mather, CA 95655, USA
| | - Paul T Henderson
- Accelerated Medical Diagnostics, Inc., 2121 Second Street, B101, Davis, CA 95618, USA
- University of California Davis, Department of Internal Medicine, Division of Hematology & Oncology & the UC Davis Comprehensive Cancer Center, 4501 X Street, Suite 3016, Sacramento, CA 94568, USA
| |
Collapse
|