1
|
Chen C, Douglas MP, Ragavan MV, Phillips KA, Jansen JP. Clinical Validity and Utility of Circulating Tumor DNA (ctDNA) Testing in Advanced Non-small Cell Lung Cancer (aNSCLC): A Systematic Literature Review and Meta-analysis. Mol Diagn Ther 2024; 28:525-536. [PMID: 39093546 PMCID: PMC11349784 DOI: 10.1007/s40291-024-00725-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/18/2024] [Indexed: 08/04/2024]
Abstract
PURPOSE Circulating tumor DNA (ctDNA) testing has become a promising tool to guide first-line (1L) targeted treatment for advanced non-small cell lung cancer (aNSCLC). This study aims to estimate the clinical validity (CV) and clinical utility (CU) of ctDNA-based next-generation sequencing (NGS) for oncogenic driver mutations to inform 1L treatment decisions in aNSCLC through a systematic literature review and meta-analysis. METHODS A systematic literature search was conducted in PubMed/MEDLINE and Embase to identify randomized control trials or observational studies reporting CV/CU on ctDNA testing in patients with aNSCLC. Meta-analyses were performed using bivariate random-effects models to estimate pooled sensitivity and specificity. Progression-free/overall survival (PFS/OS) was summarized for CU studies. RESULTS A total of 20 studies were identified: 17 CV only, 2 CU only, and 1 both, and 13 studies were included for the meta-analysis on multi-gene detection. The overall sensitivity and specificity for ctDNA detection of any mutation were 0.69 (95% CI 0.63-0.74) and 0.99 (95% CI 0.97-1.00), respectively. However, sensitivity varied greatly by driver gene, ranging from 0.29 (95% CI 0.13-0.53) for ROS1 to 0.77 (95% CI 0.63-0.86) for KRAS. Two studies that compared PFS with ctDNA versus tissue-based testing followed by 1L targeted therapy found no significant differences. One study reported OS curves on ctDNA-matched and tissue-matched therapies but no hazard ratios were provided. CONCLUSIONS ctDNA testing demonstrated an overall acceptable diagnostic accuracy in patients with aNSCLC, however, sensitivity varied greatly by driver mutation. Further research is needed, especially for uncommon driver mutations, to better understand the CU of ctDNA testing in guiding targeted treatments for aNSCLC.
Collapse
Affiliation(s)
- Cheng Chen
- Department of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA
| | - Michael P Douglas
- Department of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA
| | - Meera V Ragavan
- Division of Hematology and Oncology, UCSF Department of Medicine, San Francisco, CA, USA
| | - Kathryn A Phillips
- Department of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
- UCSF Philip R. Lee Institute for Health Policy, San Francisco, CA, USA
| | - Jeroen P Jansen
- Department of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA.
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA.
- UCSF Philip R. Lee Institute for Health Policy, San Francisco, CA, USA.
- Department of Clinical Pharmacy, School of Pharmacy, University of California San Francisco, 490 Illinois St. Valley Tower, 3rd Floor, Box 0613, San Francisco, CA, 94143, USA.
| |
Collapse
|
2
|
Ma Z, Xu J, Hou W, Lei Z, Li T, Shen W, Yu H, Liu C, Zhang J, Tang S. Detection of Single Nucleotide Polymorphisms of Circulating Tumor DNA by Strand Displacement Amplification Coupled with Liquid Chromatography. Anal Chem 2024; 96:5195-5204. [PMID: 38520334 DOI: 10.1021/acs.analchem.3c05500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/25/2024]
Abstract
The detection of multiple single nucleotide polymorphisms (SNPs) of circulating tumor DNA (ctDNA) is still a great challenge. In this study, we designed enzyme-assisted nucleic acid strand displacement amplification combined with high-performance liquid chromatography (HPLC) for the simultaneous detection of three ctDNA SNPs. First, the trace ctDNA could be hybridized to the specially designed template strand, which initiated the strand displacement nucleic acid amplification process under the synergistic action of DNA polymerase and restriction endonuclease. Then, the targets would be replaced with G-quadruplex fluorescent probes with different tail lengths. Finally, the HPLC-fluorescence assay enabled the separation and quantification of multiple signals. Notably, this method can simultaneously detect both the wild type (WT) and mutant type (MT) of multiple ctDNA SNPs. Within a linear range of 0.1 fM-0.1 nM, the detection limits of BRAF V600E-WT, EGFR T790M-WT, and KRAS 134A-WT and BRAF V600E-MT, EGFR T790M-MT, and KRAS 134A-MT were 29, 31, and 11 aM and 22, 29, and 33 aM, respectively. By using this method, the mutation rates of multiple ctDNA SNPs in blood samples from patients with lung or breast cancer can be obtained in a simple way, providing a convenient and highly sensitive analytical assay for the early screening and monitoring of lung cancer.
Collapse
Affiliation(s)
- Ziyu Ma
- School of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, Jiangsu, P. R. China
| | - Junjie Xu
- School of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, Jiangsu, P. R. China
| | - Weilin Hou
- School of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, Jiangsu, P. R. China
| | - Zi Lei
- School of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, Jiangsu, P. R. China
| | - Tingting Li
- School of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, Jiangsu, P. R. China
| | - Wei Shen
- School of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, Jiangsu, P. R. China
| | - Hui Yu
- Department of Thoracic Surgery, Affiliated Hospital of Jiangsu University, No. 438, Jiefang Road, Zhenjiang 212000, Jiangsu, P. R. China
| | - Chang Liu
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang 212003, Jiangsu, P. R. China
| | - Jinghui Zhang
- School of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, Jiangsu, P. R. China
| | - Sheng Tang
- School of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, Jiangsu, P. R. China
- College of Chemistry, Chemical Engineering and Materials Science, Soochow University, Suzhou 215123, P. R. China
| |
Collapse
|
3
|
Wang K, Lin X, Zhang M, Yang M, Shi X, Xie M, Luo Y. ACEK Biosensor for the Minute-Scale Quantification of Breast Cancer ctDNA. SENSORS (BASEL, SWITZERLAND) 2024; 24:547. [PMID: 38257640 PMCID: PMC10818266 DOI: 10.3390/s24020547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 01/05/2024] [Accepted: 01/10/2024] [Indexed: 01/24/2024]
Abstract
Circulating tumor DNA (ctDNA) appears as a valuable liquid biopsy biomarker in the early diagnosis, treatment, and prognosis of cancer. Here, a biosensing method derived from the AC electrokinetics (ACEK) effect was constructed in this study for the simple, efficient, and rapid method of detection of ctDNA. In the proof-of-concept experiment, ctDNA from the PIK3CA E542K mutant in breast cancer was quantified by detecting a normalized capacitance change rate using a forked-finger gold electrode as the sensing electrode in combination with the ACEK effect. We compared two formats for the construction of the approach by employing varied immobilization strategies; one is to immobilize the DNA capture probe on the electrode surface by Au-S bonding, while the other immobilizes the probe on a self-assembled membrane on the electrode surface by amide bonding. Both formats demonstrated ultrafast detection speed by completing the ctDNA quantification within 1 min and a linear range of 10 fM-10 pM was observed. Meanwhile, the immobilization via the self-assembled membrane yielded improved stability, sensitivity, and specificity than its Au-S bonding counterpart. A detection limit of 1.94 fM was eventually achieved using the optimized approach. This research provides a label-free and minute-scale universal method for the detection of various malignant tumors. The ctDNA biosensors based on the ACEK effect improved according to the probe type or electrode structure and have potential applications in tumor drug efficacy prediction, drug resistance monitoring, screening of high-risk groups, differential diagnosis, monitoring of tiny residual lesions, and prognosis determination.
Collapse
Affiliation(s)
- Ke Wang
- Key Laboratory of Optoelectronic Technology and Systems of Ministry of Education of China, Chongqing University, Chongqing 400044, China; (K.W.); (M.Z.); (M.Y.); (X.S.); (M.X.)
| | - Xiaogang Lin
- Key Laboratory of Optoelectronic Technology and Systems of Ministry of Education of China, Chongqing University, Chongqing 400044, China; (K.W.); (M.Z.); (M.Y.); (X.S.); (M.X.)
| | - Maoxiao Zhang
- Key Laboratory of Optoelectronic Technology and Systems of Ministry of Education of China, Chongqing University, Chongqing 400044, China; (K.W.); (M.Z.); (M.Y.); (X.S.); (M.X.)
| | - Mengjie Yang
- Key Laboratory of Optoelectronic Technology and Systems of Ministry of Education of China, Chongqing University, Chongqing 400044, China; (K.W.); (M.Z.); (M.Y.); (X.S.); (M.X.)
| | - Xiang Shi
- Key Laboratory of Optoelectronic Technology and Systems of Ministry of Education of China, Chongqing University, Chongqing 400044, China; (K.W.); (M.Z.); (M.Y.); (X.S.); (M.X.)
| | - Mingna Xie
- Key Laboratory of Optoelectronic Technology and Systems of Ministry of Education of China, Chongqing University, Chongqing 400044, China; (K.W.); (M.Z.); (M.Y.); (X.S.); (M.X.)
| | - Yang Luo
- Center of Smart Laboratory and Molecular Medicine, NHC Key Laboratory of Birth Defects and Reproductive Health, School of Medicine, Chongqing University, Chongqing 400044, China
| |
Collapse
|
4
|
Li JH, Zhang DY, Zhu JM, Dong L. Clinical applications and perspectives of circulating tumor DNA in gastric cancer. Cancer Cell Int 2024; 24:13. [PMID: 38184573 PMCID: PMC10770949 DOI: 10.1186/s12935-024-03209-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 01/02/2024] [Indexed: 01/08/2024] Open
Abstract
Gastric cancer remains a leading cause of cancer-related death worldwide, largely due to inadequate screening methods, late diagnosis, and limited treatment options. Liquid biopsy has emerged as a promising non-invasive approach for cancer screening and prognosis by detecting circulating tumor components like circulating tumor DNA (ctDNA) in the blood. Numerous gastric cancer-specific ctDNA biomarkers have now been identified. CtDNA analysis provides insight into genetic and epigenetic alterations in tumors, holding promise for predicting treatment response and prognosis in gastric cancer patients. This review summarizes current research on ctDNA biology and detection technologies, while highlighting clinical applications of ctDNA for gastric cancer diagnosis, prognosis, and guiding treatment decisions. Current challenges and future perspectives for ctDNA analysis are also discussed.
Collapse
Affiliation(s)
- Jing-Han Li
- Department of Gastroenterology and Hepatology and Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Dan-Ying Zhang
- Department of Gastroenterology and Hepatology and Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Ji-Min Zhu
- Department of Gastroenterology and Hepatology and Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
| | - Ling Dong
- Department of Gastroenterology and Hepatology and Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
| |
Collapse
|
5
|
Li C, Shao J, Li P, Feng J, Li J, Wang C. Circulating tumor DNA as liquid biopsy in lung cancer: Biological characteristics and clinical integration. Cancer Lett 2023; 577:216365. [PMID: 37634743 DOI: 10.1016/j.canlet.2023.216365] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 08/22/2023] [Accepted: 08/23/2023] [Indexed: 08/29/2023]
Abstract
Lung cancer maintains high morbidity and mortality rate globally despite significant advancements in diagnosis and treatment in the era of precision medicine. Pathological analysis of tumor tissue, the current gold standard for lung cancer diagnosis, is intrusive and intrinsically confined to evaluating the limited amount of tissues that could be physically extracted. However, tissue biopsy has several limitations, including the invasiveness of the procedure and difficulty in obtaining samples for patients at advanced stages., there Additionally,has been no major breakthrough in tumor biomarkers with high specificity and sensitivity, particularly for early-stage lung cancer. Liquid biopsy has been considered a feasible auxiliary tool for tearly dianosis, evaluating treatment responses and monitoring prognosis of lung cancer. Circulating tumor DNA (ctDNA), an ideal biomarker of liquid biopsy, has emerged as one of the most reliable tools for monitoring tumor processes at molecular levels. Herein, this review focuses on tumor heterogeneity to elucidate the superiority of liquid biopsy and retrospectively discussdeciphersolution. We systematically elaborate ctDNA biological characteristics, introduce methods for ctDNA detection, and discuss the current role of plasma ctDNA in lung cancer management. Finally, we summarize the drawbacks of ctDNA analysis and highlight its potential clinical application in lung cancer.
Collapse
Affiliation(s)
- Changshu Li
- Department of Pulmonary and Critical Care Medicine, Med-X Center for Manufacturing, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Respiratory Health and Multimorbidity, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Jun Shao
- Department of Pulmonary and Critical Care Medicine, Med-X Center for Manufacturing, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Respiratory Health and Multimorbidity, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Peiyi Li
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Jiaming Feng
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Jingwei Li
- Department of Pulmonary and Critical Care Medicine, Med-X Center for Manufacturing, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Respiratory Health and Multimorbidity, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Chengdi Wang
- Department of Pulmonary and Critical Care Medicine, Med-X Center for Manufacturing, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Respiratory Health and Multimorbidity, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China.
| |
Collapse
|
6
|
Chen C, Douglas MP, Ragavan MV, Phillips KA, Jansen JP. Clinical validity and utility of circulating tumor DNA (ctDNA) testing in advanced non-small cell lung cancer (aNSCLC): a systematic literature review and meta-analysis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.10.27.23297657. [PMID: 37961510 PMCID: PMC10635208 DOI: 10.1101/2023.10.27.23297657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Purpose Circulating tumor DNA (ctDNA) testing has become a promising tool to guide first-line (1L) targeted treatment for advanced non-small cell lung cancer (aNSCLC). This study aims to estimate the clinical validity (CV) and clinical utility (CU) of ctDNA-based next-generation sequencing (NGS) for oncogenic driver mutations to inform 1L treatment decisions in aNSCLC through a systematic literature review and meta-analysis. Methods A systematic literature search was conducted in PubMed/MEDLINE and Embase to identify randomized control trials or observational studies reporting CV/CU on ctDNA testing in patients with aNSCLC. Meta-analyses were performed using bivariate random-effects models to estimate pooled sensitivity and specificity. Progression-free/overall survival (PFS/OS) was summarized for CU studies. Results Eighteen studies were identified: 17 CV only, 2 CU only, and 1 both. Thirteen studies were included for the meta-analysis on multi-gene detection. The overall sensitivity and specificity for ctDNA detection of any mutation were 0.69 (95% CI, 0.63-0.74) and 0.99 (95% CI, 0.97-1.00) respectively. However, sensitivity varied greatly by driver gene, ranging from 0.29 (95% CI, 0.13-0.53) for ROS 1 to 0.77 (95% CI, 0.63-0.86) for KRAS . Two studies compared PFS with ctDNA versus tissue-based testing followed by 1L targeted therapy found no significant differences. One study reported OS curves on ctDNA-matched and tissue-matched therapies but no hazard ratios were provided. Conclusion ctDNA testing demonstrated an overall acceptable diagnostic accuracy in aNSCLC patients, however, sensitivity varied greatly by driver mutation. Further research is needed, especially for uncommon driver mutations, to better understand the CU of ctDNA testing in guiding targeted treatments for aNSCLC.
Collapse
|
7
|
Diaz PM, Leehans A, Ravishankar P, Daily A. Multiomic Approaches for Cancer Biomarker Discovery in Liquid Biopsies: Advances and Challenges. Biomark Insights 2023; 18:11772719231204508. [PMID: 37846373 PMCID: PMC10576933 DOI: 10.1177/11772719231204508] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 09/12/2023] [Indexed: 10/18/2023] Open
Abstract
Cancer is a complex and heterogeneous disease that poses a significant threat to global health. Early diagnosis and treatment are critical for improving patient outcomes, and the use of liquid biopsies has emerged as a promising approach for cancer detection and monitoring. Traditionally, cancer diagnosis has relied on invasive tissue biopsies, the collection of which can prove challenging for patients and the results of which may not always provide accurate results due to tumor heterogeneity. Liquid biopsies have gained increasing attention as they provide a non-invasive and accessible source of cancer biomarkers, which can be used to diagnose cancer, monitor treatment response, and detect relapse. The integration of -omics technologies, such as proteomics, genomics, and metabolomics, has further enhanced the capabilities of liquid biopsies by introducing precision oncology and enabling the tailoring of treatment for individual patients based on their unique tumor biology. In this review, we will discuss the challenges and advances in the field of cancer liquid biopsies and the integration of -omics technologies for different types of liquid biopsies, including blood, tear, urine, sweat, saliva, and cerebrospinal fluid.
Collapse
Affiliation(s)
- Paola Monterroso Diaz
- Namida Lab Inc., Fayetteville, AR, USA
- University of Arkansas, Department of Biomedical Engineering, Fayetteville, AR, USA
| | | | | | | |
Collapse
|
8
|
Nishio K, Sakai K, Nishio M, Seto T, Visseren-Grul C, Carlsen M, Matsui T, Enatsu S, Nakagawa K. Impact of ramucirumab plus erlotinib on circulating cell-free DNA from patients with untreated metastatic non-small cell lung cancer with EGFR-activating mutations (RELAY phase 3 randomized study). Transl Lung Cancer Res 2023; 12:1702-1716. [PMID: 37691865 PMCID: PMC10483085 DOI: 10.21037/tlcr-22-736] [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: 10/11/2022] [Accepted: 07/20/2023] [Indexed: 09/12/2023]
Abstract
Background An exploratory, proof-of-concept, liquid biopsy addendum to examine biomarkers within cell-free DNA (cfDNA) in the RELAY phase 3, randomized, double-blind, placebo-controlled study was conducted. RELAY showed improved progression-free survival (PFS) with ramucirumab (RAM), a human immunoglobulin G1 vascular endothelial growth factor receptor 2 antagonist, plus erlotinib (ERL), a tyrosine kinase inhibitor, compared with placebo (PL) plus ERL. Methods Treatment-naïve patients with endothelial growth factor receptor (EGFR)-mutated metastatic non-small cell lung cancer were randomized (1:1) to RAM + ERL or PL + ERL. Plasma samples were collected at baseline, on treatment, and at 30-day post-study treatment discontinuation follow-up. Baseline and treatment-emergent gene alterations and EGFR-activating mutation allele counts were investigated by next-generation sequencing (NGS) and droplet digital polymerase chain reaction (ddPCR), respectively. cfDNA concentration and fragment size were evaluated by real-time polymerase chain reaction and the BioAnalyzer. Patients with a valid baseline plasma sample were included (70 RAM + ERL, 61 PL + ERL). Results TP53 mutation was the most frequently co-occurring baseline gene alteration (43%). Post-study treatment discontinuation EGFR T790M mutation rates were 54.5% (6/11) and 41.2% (7/17) by ddPCR, and 22.2% (2/9) and 29.4% (5/17) by NGS, in the RAM + ERL and PL + ERL arms, respectively. EGFR-activating mutation allele count decreased at Cycle 4 in both treatment arms and was sustained at follow-up with RAM + ERL. PFS improved for patients with no detectable EGFR-activating mutation at Cycle 4 vs. those with detectable EGFR-activating mutation. Total cfDNA concentration increased from baseline at Cycle 4 and through to follow-up with RAM + ERL. cfDNA fragment size was similar between treatment arms at baseline [mean (standard deviation) base pairs: RAM + ERL, 173.4 (2.6); PL + ERL, 172.9 (3.2)] and was shorter at Cycle 4 with RAM + ERL vs. PL + ERL [169.5 (2.8) vs. 174.1 (3.3), respectively; P<0.0001]. Baseline vs. Cycle 4 paired analysis showed a decrease in cfDNA fragment size for 84% (48/57) and 23% (11/47) of patient samples in the RAM + ERL and PL + ERL arms, respectively. Conclusions EGFR-activating mutation allele count was suppressed, total cfDNA concentration increased, and short fragment-sized cfDNA increased with RAM + ERL, suggesting the additional anti-tumor effect of RAM may contribute to the PFS benefit observed in RELAY with RAM + ERL vs. PL + ERL. Trial Registration ClinicalTrials.gov; identifier: NCT02411448.
Collapse
Affiliation(s)
- Kazuto Nishio
- Department of Genome Biology, Kindai University Faculty of Medicine, Osaka, Japan
| | - Kazuko Sakai
- Department of Genome Biology, Kindai University Faculty of Medicine, Osaka, Japan
| | - Makoto Nishio
- Department of Thoracic Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Takashi Seto
- National Hospital Organization Kyushu Cancer Center, Fukuoka, Japan
| | | | | | | | | | - Kazuhiko Nakagawa
- Department of Medical Oncology, Kindai University Faculty of Medicine, Osaka, Japan
| |
Collapse
|
9
|
Fang Q, Wan X, D’Aiello A, Sun H, Gu W, Li Y, Zhou C, Xie B, Deng Q, Cheng H, Zhou S. Temporal genomic heterogeneity guiding individualized therapy in recurrent non-small cell lung cancer. Front Oncol 2023; 13:1116809. [PMID: 37503313 PMCID: PMC10368968 DOI: 10.3389/fonc.2023.1116809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 06/26/2023] [Indexed: 07/29/2023] Open
Abstract
Introduction Despite the benefit of adjuvant systemic therapy for patients with resected non-small cell lung cancer (NSCLC), the risk of postoperative recurrence remains high. Our objective was to characterize temporal genetic heterogeneity between primary resected and recurrent tumors, and its impact on treatment outcomes. Methods In this study, next-generation sequencing (NGS) testing was performed on tissue specimens and circulating tumor DNA (ctDNA) collected at postoperative recurrence, and results were compared to the genotypes of initial surgical specimens. Results Of forty-five patients with matched primary and post-operative recurrent tumors, EGFR status switched in 17 patients (37.8%) at post-operative recurrence and 28 patients (62.2%) had no genotype change (17 mutant, 11 wild-type). Based on the changes of EGFR status, patients were divided into 4 groups. Following subsequent treatment with EGFR TKI o chemotherapy: In group A, with sustained sensitive mutation, the percentage achieving partial response (PR) was the highest, at 72.2%, the median progression-free survival (PFS) was 17 months, and the median overall survival (OS) was 44.0 months respectively; In group B, with genotype changed from wild-type to mutant, 50% achieved PR, PFS was 10 months, and OS was 35 months; In group C, in which mutant status shifted to wild-type or new co-mutation emerged, the percentage achieving PR was 30%, PFS was 9 months, and OS was 35 months. In group D, with sustained wild type, the percentage achieving PR was 27.3%, PFS was 8 months, and OS was 22 months. Discussion Genotypic shift between paired primary and post-operative recurrent tumors was not infrequent, and this temporal genomic heterogeneity substantially impacted subsequent treatment outcomes.
Collapse
Affiliation(s)
- Qiyu Fang
- Medical College of Soochow University, Suzhou, Jiangsu, China
- Department of Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Xiaoying Wan
- Department of Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Angelica D’Aiello
- Department of Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Hui Sun
- Department of Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Weiquing Gu
- Department of Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yixue Li
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Caicun Zhou
- Department of Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Boxiong Xie
- Chinese Academy of Sciences (CAS) Key Laboratory for Computational Biology, Chinese Academy of Sciences - Max-Planck-Gesellschaft (CAS-MPG) Partner Institute for Computational Biology, Shanghai Institute for Biological Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Qinfang Deng
- Department of Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Haiying Cheng
- Department of Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Songwen Zhou
- Department of Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| |
Collapse
|
10
|
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
|
11
|
Li S, Liu Q, Liu M, Liu T. Response to Pyrotinib in a Patient with Metastatic Bladder Urothelial Carcinoma Harboring HER2 V842I Mutation: A Case Report. Cancer Manag Res 2022; 14:2927-2932. [PMID: 36200096 PMCID: PMC9528799 DOI: 10.2147/cmar.s365951] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 08/10/2022] [Indexed: 12/19/2022] Open
Abstract
Background The highest incidence of human epidermal growth factor receptor 2 (HER2) mutations has been observed in bladder cancer (BC). However, the function of HER2 mutation in tumor progression and metastasis remains unclear. Currently, no responses to the pan-HER kinase inhibitor were observed in HER2-mutant BC. Case Presentation We described a patient with metastatic bladder urothelial carcinoma (BUC) carrying a HER2 V842I mutation both in circulating tumor DNA (ctDNA) and biopsy sample. The patient was then treated with a HER2 tyrosine kinase inhibitor, pyrotinib, and responded well. However, the targeting treatment was terminated due to G3 diarrhea. Reduced dose of pyrotinib was later added to late-line treatment, the patient’s tumor again responded with a significant decrease in CA199. Conclusion This is the first reported case of HER2 V842I mutation successfully treated with pyrotinib in BUC, suggesting pyrotinib therapy might serve as a therapeutic option for BUC patients harboring HER2 activating mutation.
Collapse
Affiliation(s)
- Suyao Li
- Department of Medical Oncology, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Qing Liu
- Department of Medical Oncology, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Mengling Liu
- Department of Medical Oncology, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Tianshu Liu
- Department of Medical Oncology, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
- Correspondence: Tianshu Liu, Department of Medical Oncology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Shanghai, 20032, People’s Republic of China, Email
| |
Collapse
|
12
|
Xie X, Wu J, Guo B, Wang L, Deng H, Lin X, Liu M, Qin Y, Luo W, Yang Y, Zou X, Hou T, Xiang J, Chen Z, Zhou C. Comprehensive characterization reveals sputum supernatant as a valuable alternative liquid biopsy for genome profiling in advanced non-small cell lung cancer. Respir Res 2022; 23:175. [PMID: 35778703 PMCID: PMC9247971 DOI: 10.1186/s12931-022-02097-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 06/07/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Sputum biopsies offer unique advantages such as non-invasiveness and convenient collection. The one investigation so far on sputum for genome profiling in advanced non-small cell lung cancer (aNSCLC) suggested promising performance. However, it remains undefined whether clinicohistologic characteristics were associated with performance and how this knowledge could help guide choice of liquid biopsy. METHODS Targeted sequencing with a 520-gene panel was performed on prospectively collected matched tumor tissue (TIS), plasma (PLA), and sputum supernatant (SPU) from 71 aNSCLC patients (NCT05034445). Genomic alteration detection was characterized in a series of aspects and interrogated for association with 14 clinicohistologic features. Nomograms were constructed with logistic regression for predicting the liquid biopsy type with greater sensitivity. RESULTS Compared with PLA, SPU showed comparable quality control metrics, mutation detection rate (SPU: 67.6%, PLA: 70.4%), concordance with tumor tissue (67.6% vs. 73.2%), and correlation with tissue-based tumor mutation burden levels (r = 0.92 vs. 0.94). For driver alterations, detection was less sensitive with SPU (50.0%) than PLA (63.5%) in the entire cohort but similarly or more sensitive in patients with centrally located lung tumors or smoking history or for altered ALK or KRAS. Two nomograms were constructed and enabled predicting the probability of superior sensitivity with SPU with moderate to borderline high accuracy. CONCLUSION In addition to demonstrating comparable performance in multiple aspects, this study is the first to propose nomograms for choosing liquid biopsy based on clinicohistologic characteristics. Future research is warranted to delineate the clinical utility of sputum for genome profiling.
Collapse
Affiliation(s)
- Xiaohong Xie
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, 151 Yanjiangxi Road, Guangzhou, 510120, Guangdong, China
| | - Jianhui Wu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, 151 Yanjiangxi Road, Guangzhou, 510120, Guangdong, China
| | - Bingpeng Guo
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, 151 Yanjiangxi Road, Guangzhou, 510120, Guangdong, China
| | - Liqiang Wang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, 151 Yanjiangxi Road, Guangzhou, 510120, Guangdong, China
| | - Haiyi Deng
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, 151 Yanjiangxi Road, Guangzhou, 510120, Guangdong, China
| | - Xinqing Lin
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, 151 Yanjiangxi Road, Guangzhou, 510120, Guangdong, China
| | - Ming Liu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, 151 Yanjiangxi Road, Guangzhou, 510120, Guangdong, China
| | - Yinyin Qin
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, 151 Yanjiangxi Road, Guangzhou, 510120, Guangdong, China
| | - Wei Luo
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, 151 Yanjiangxi Road, Guangzhou, 510120, Guangdong, China
| | - Yilin Yang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, 151 Yanjiangxi Road, Guangzhou, 510120, Guangdong, China
| | - Xiao Zou
- Burning Rock Biotech, Room 601, Building 6, Phase 2, Standard Industrial Unit, No. 7 LuoXuan 4th Road, International Biotech Island, Guangzhou, 510300, Guangdong, China
| | - Ting Hou
- Burning Rock Biotech, Room 601, Building 6, Phase 2, Standard Industrial Unit, No. 7 LuoXuan 4th Road, International Biotech Island, Guangzhou, 510300, Guangdong, China
| | - Jianxing Xiang
- Burning Rock Biotech, Room 601, Building 6, Phase 2, Standard Industrial Unit, No. 7 LuoXuan 4th Road, International Biotech Island, Guangzhou, 510300, Guangdong, China
| | - Zhange Chen
- Burning Rock Biotech, Room 601, Building 6, Phase 2, Standard Industrial Unit, No. 7 LuoXuan 4th Road, International Biotech Island, Guangzhou, 510300, Guangdong, China
| | - Chengzhi Zhou
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, 151 Yanjiangxi Road, Guangzhou, 510120, Guangdong, China.
| |
Collapse
|
13
|
Consensus for HER2 alterations testing in non-small-cell lung cancer. ESMO Open 2022; 7:100395. [PMID: 35149428 PMCID: PMC8844658 DOI: 10.1016/j.esmoop.2022.100395] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 12/27/2021] [Accepted: 01/06/2022] [Indexed: 02/08/2023] Open
Abstract
Human epidermal growth factor receptor 2 (HER2) is a transmembrane glycoprotein receptor with intracellular tyrosine kinase activity. Its alterations, including mutation, amplification and overexpression, could result in oncogenic potential and have been detected in many cancers such as non-small-cell lung cancer (NSCLC). Such alterations are, in general, considered markers of poor prognosis. Anti-HER2 antibody-drug conjugates, e.g. trastuzumab deruxtecan (T-DXd, DS-8201) and disitamab vedotin (RC48), were recently approved for HER2-positive breast and gastric cancers. Meanwhile, several HER2-targeted drugs, such as T-DXd, neratinib, afatinib, poziotinib and pyrotinib, have been evaluated in patients with advanced NSCLC, with several of them demonstrating clinical benefit. Therefore, identifying HER2 alterations is pivotal for NSCLC patients to benefit from these targeted therapies. Recent guidelines on HER2 testing were developed for breast and gastric cancer, however, and have not been fully established for NSCLC. The expert group here reached a consensus on HER2 alteration testing in NSCLC with the focus on clinicopathologic characteristics, therapies, detection methods and diagnostic criteria for HER2-altered NSCLC patients. We hope this consensus could improve the clinical management of NSCLC patients with HER2 alterations. Human epidermal growth factor receptor 2 (HER2) alterations lead to poor prognosis in non-small-cell lung cancer (NSCLC). Identifying HER2 alterations is pivotal to guide the anti-HER2-targeted therapies in NSCLC. The requirements for HER2 mutation, amplification or expression testing are distinct in NSCLC. This consensus fills the gap in the criteria for HER2 alteration testing in NSCLC.
Collapse
|
14
|
Reddy T, Esmail A, Chang JC, Ghobrial RM, Abdelrahim M. Utility of Cell-Free DNA Detection in Transplant Oncology. Cancers (Basel) 2022; 14:cancers14030743. [PMID: 35159010 PMCID: PMC8833373 DOI: 10.3390/cancers14030743] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 01/20/2022] [Accepted: 01/29/2022] [Indexed: 12/12/2022] Open
Abstract
Simple Summary Transplant oncology is an emerging field in cancer treatment that applies transplant medicine, surgery, and oncology to improve cancer patient survival and quality of life. This review aims to provide a comprehensive overview of the history and emergence of cfDNA technology, its applications to specifically monitor tumor burden at pre-and post-liver transplant stages, and evaluate transplant rejection. The use of ctDNA to evaluate transplant rejection has been extensively studied in non-hepatocellular carcinoma (HCC) diseases. Emerging studies have also investigated the use of ctDNA detection in evaluating HCC tumor burden pre-and post-surgery as well as transplant rejection. However, extensive studies still need to be conducted to evaluate the role of ctDNA detection in the medical management of transplant oncology patients. Abstract Transplant oncology is an emerging field in cancer treatment that applies transplant medicine, surgery, and oncology to improve cancer patient survival and quality of life. A critical concept that must be addressed to ensure the successful application of transplant oncology to patient care is efficient monitoring of tumor burden pre-and post-transplant and transplant rejection. Cell-free DNA (cfDNA) detection has emerged as a vital tool in revolutionizing the management of cancer patients who undergo organ transplantation. The advances in cfDNA technology have provided options to perform a pre-transplant evaluation of minimal residual disease (MRD) and post-transplant evaluation of cancer recurrence and transplant rejection. This review aims to provide a comprehensive overview of the history and emergence of cfDNA technology, its applications to specifically monitor tumor burden at pre-and post-transplant stages, and evaluate transplant rejection.
Collapse
Affiliation(s)
- Tejaswini Reddy
- Section of GI Oncology, Department of Medical Oncology, Houston Methodist Cancer Center, Houston, TX 77030, USA; (T.R.); (A.E.)
- Texas A&M Health Science Center, College of Medicine, Bryan, TX 77807, USA
- Houston Methodist Research Institute, Houston, TX 77030, USA;
| | - Abdullah Esmail
- Section of GI Oncology, Department of Medical Oncology, Houston Methodist Cancer Center, Houston, TX 77030, USA; (T.R.); (A.E.)
- Houston Methodist Research Institute, Houston, TX 77030, USA;
| | - Jenny C. Chang
- Houston Methodist Research Institute, Houston, TX 77030, USA;
- Section of Breast, Department of Medical Oncology, Houston Methodist Cancer Center, Houston, TX 77030, USA
| | - Rafik Mark Ghobrial
- Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA;
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, JC Walter Jr Center for Transplantation, Houston, TX 77030, USA
| | - Maen Abdelrahim
- Section of GI Oncology, Department of Medical Oncology, Houston Methodist Cancer Center, Houston, TX 77030, USA; (T.R.); (A.E.)
- Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA;
- Cockrell Center of Advanced Therapeutics Phase I program, Houston Methodist Research Institute, Houston, TX 77030, USA
- Correspondence:
| |
Collapse
|
15
|
Ramucirumab Plus Erlotinib Versus Placebo Plus Erlotinib in Patients With Untreated Metastatic EGFR-Mutated NSCLC: RELAY Japanese Subset. JTO Clin Res Rep 2021; 2:100171. [PMID: 34590023 PMCID: PMC8474372 DOI: 10.1016/j.jtocrr.2021.100171] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 03/31/2021] [Accepted: 04/01/2021] [Indexed: 11/21/2022] Open
Abstract
Introduction The phase 3 RELAY global study (NCT02411448) revealed significant improvement in progression-free survival (PFS) with ramucirumab plus erlotinib (RAM + ERL) compared with placebo plus ERL (PL + ERL) in untreated EGFR-mutated metastatic NSCLC (hazard ratio [HR] = 0.59 [95% confidence interval (CI): 0.46-0.76, p < 0.0001]). This prespecified analysis evaluates efficacy, safety, and postprogression EGFR T790M rates of RELAY patients enrolled in Japan. Methods Patients were randomized (1:1) to oral ERL (150 mg/d) plus intravenous RAM (10 mg/kg) or PL every 2 weeks. End points included PFS (primary), safety (secondary), and biomarker analyses (exploratory). Plasma samples collected at baseline and poststudy treatment discontinuation were evaluated for EGFR T790M mutations by next-generation sequencing. Results The Japanese subset included 211 of 449 (47.0%) RELAY patients (RAM + ERL, n = 106; PL + ERL, n = 105). Median PFS was 19.4 versus 11.2 months for RAM + ERL versus PL + ERL treatment (HR = 0.610 [0.431-0.864]) in the Japanese intent-to-treat population, 16.6 versus 12.5 months (HR = 0.701 [0.424-1.159]) in the EGFR exon 19 deletion subgroup, and 19.4 versus 10.9 months (HR = 0.514 [0.317-0.835]) in the EGFR exon 21 L858R subgroup, respectively. Adverse events of grade 3 or above with RAM + ERL included hypertension (24.8%, all grade 3) and dermatitis acneiform (23.8%). Postprogression treatment-emergent T790M rates were similar between arms (RAM + ERL: 47%, 9 of 19 patients; PL + ERL: 50%, 20 of 40 patients). Conclusions Clinically meaningful efficacy was observed with RAM + ERL versus PL + ERL in the RELAY Japanese subset, with no new safety concerns. Postprogression T790M rates were similar across treatment arms, indicating the addition of RAM did not affect the ERL-associated EGFR T790M rates at disease progression.
Collapse
|
16
|
Raigon Ponferrada A, Guerrero Orriach JL, Molina Ruiz JC, Romero Molina S, Gómez Luque A, Cruz Mañas J. Breast Cancer and Anaesthesia: Genetic Influence. Int J Mol Sci 2021; 22:7653. [PMID: 34299272 PMCID: PMC8307639 DOI: 10.3390/ijms22147653] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 07/05/2021] [Accepted: 07/06/2021] [Indexed: 12/20/2022] Open
Abstract
Breast cancer is the leading cause of mortality in women. It is a heterogeneous disease with a high degree of inter-subject variability even in patients with the same type of tumor, with individualized medicine having acquired significant relevance in this field. The clinical and morphological heterogeneity of the different types of breast tumors has led to a diversity of staging and classification systems. Thus, these tumors show wide variability in genetic expression and prognostic biomarkers. Surgical treatment is essential in the management of these patients. However, the perioperative period has been found to significantly influence survival and cancer recurrence. There is growing interest in the pro-tumoral effect of different anaesthetic and analgesic agents used intraoperatively and their relationship with metastatic progression. There is cumulative evidence of the influence of anaesthetic techniques on the physiopathological mechanisms of survival and growth of the residual neoplastic cells released during surgery. Prospective randomized clinical trials are needed to obtain quality evidence on the relationship between cancer and anaesthesia. This document summarizes the evidence currently available about the effects of the anaesthetic agents and techniques used in primary cancer surgery and long-term oncologic outcomes, and the biomolecular mechanisms involved in their interaction.
Collapse
Affiliation(s)
- Aida Raigon Ponferrada
- Institute of Biomedical Research in Malaga (IBIMA), 29010 Malaga, Spain; (A.R.P.); (A.G.L.)
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, 29010 Malaga, Spain; (J.C.M.R.); (S.R.M.); (J.C.M.)
| | - Jose Luis Guerrero Orriach
- Institute of Biomedical Research in Malaga (IBIMA), 29010 Malaga, Spain; (A.R.P.); (A.G.L.)
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, 29010 Malaga, Spain; (J.C.M.R.); (S.R.M.); (J.C.M.)
- Department of Pharmacology and Pediatrics, School of Medicine, University of Malaga, 29010 Malaga, Spain
| | - Juan Carlos Molina Ruiz
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, 29010 Malaga, Spain; (J.C.M.R.); (S.R.M.); (J.C.M.)
| | - Salvador Romero Molina
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, 29010 Malaga, Spain; (J.C.M.R.); (S.R.M.); (J.C.M.)
| | - Aurelio Gómez Luque
- Institute of Biomedical Research in Malaga (IBIMA), 29010 Malaga, Spain; (A.R.P.); (A.G.L.)
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, 29010 Malaga, Spain; (J.C.M.R.); (S.R.M.); (J.C.M.)
- Department of Pharmacology and Pediatrics, School of Medicine, University of Malaga, 29010 Malaga, Spain
| | - Jose Cruz Mañas
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, 29010 Malaga, Spain; (J.C.M.R.); (S.R.M.); (J.C.M.)
| |
Collapse
|
17
|
Wang YH, Song Z, Hu XY, Wang HS. Circulating tumor DNA analysis for tumor diagnosis. Talanta 2021; 228:122220. [PMID: 33773726 DOI: 10.1016/j.talanta.2021.122220] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 02/05/2021] [Accepted: 02/13/2021] [Indexed: 01/10/2023]
Abstract
Tumor is a kind of abnormal organism generated by the proliferation and differentiation of cells in the body under the action of various initiating and promoting factors, which seriously threatens human life and health. Tumorigenesis is a gradual process that involves multistage reactions and the accumulation of mutations. Gene mutation usually occurs during tumorigenesis, and can be used for tumor diagnosis. Early diagnosis is the most effective way to improve the cure rate and reduce the mortality rate. Among the peripheral blood circulating tumor DNA (ctDNA), gene mutation in keeping with tumor cells can be detected, which can potentially replace tumor tissue section for early diagnosis. It has been considered as a liquid biopsy marker with good clinical application prospect. However, the high fragmentation and low concentration of ctDNA in blood result in the difficulty of tumor stage determination. Therefore, high sensitive and specific mutation detection methods have been developed to detect trace mutant ctDNA. At present, the approaches include digital PCR (dPCR), Bead, Emulsion, Amplification and Magnetic (BEAMing), Next Generation Sequencing (NGS), Amplification Refractory Mutation System (ARMS), etc. In this paper, the principle, characteristics, latest progress and application prospects of these methods are reviewed, which will facilitate researchers to choose appropriate ctDNA detection approaches.
Collapse
Affiliation(s)
- Yi-Hui Wang
- Key Laboratory of Drug Quality Control and Pharmacovigilance (Ministry of Education), China Pharmaceutical University, Nanjing, 210009, China; Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing, 210009, China
| | - Zhen Song
- Key Laboratory of Drug Quality Control and Pharmacovigilance (Ministry of Education), China Pharmaceutical University, Nanjing, 210009, China; Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing, 210009, China
| | - Xin-Yuan Hu
- Key Laboratory of Drug Quality Control and Pharmacovigilance (Ministry of Education), China Pharmaceutical University, Nanjing, 210009, China; Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing, 210009, China
| | - Huai-Song Wang
- Key Laboratory of Drug Quality Control and Pharmacovigilance (Ministry of Education), China Pharmaceutical University, Nanjing, 210009, China; Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing, 210009, China.
| |
Collapse
|
18
|
Zhang J, Dong A, Li S, Ren X, Zhang X. Consistency of genotyping data from simultaneously collected plasma circulating tumor DNA and tumor-DNA in lung cancer patients. J Thorac Dis 2021; 12:7290-7297. [PMID: 33447418 PMCID: PMC7797830 DOI: 10.21037/jtd-20-3162] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Background To clarify the rate of concordance between the results of concurrent sequencing of circulating tumor DNA (ctDNA) and tumor tissue samples based in clinic settings, and to explore potential factors influencing consistency. Methods A retrospective analysis of 27 patients with lung cancer who underwent gene sequencing at the Department of Biotherapy of Tianjin Medical University Cancer Hospital from February 2016 to April 2019, was conducted by synchronous sequencing of tumor and plasma DNA samples and the concordance of mutations in nine known driver genes was calculated. Results The overall concordance, sensitivity, and specificity for sequencing driver genes in plasma samples, were 85.2%, 87.0%, and 75%, respectively, relative to tumor samples. Concordance was 100% in patients with bone metastases, while the rate in those without bone metastases was 69.2%. Moreover, in patients where both the driver gene and TP53 mutations in plasma were detected, the findings of plasma sequencing of the driver gene were identical to those of tumor sequencing (concordance: 100%). Conclusions Overall, our data show that circulating tumor DNA (ctDNA) was able to identify 75% of the identical information in driver genes, with higher rates of concordance in lung cancer patients with bone metastases or TP53 mutation-positive plasma samples.
Collapse
Affiliation(s)
- Jiali Zhang
- Department of Biotherapy, Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.,National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, China.,Department of Immunology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Aoran Dong
- Department of Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Shuzhan Li
- Department of Biotherapy, Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.,National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, China.,Department of Immunology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Xiubao Ren
- Department of Biotherapy, Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.,National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, China.,Department of Immunology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Xinwei Zhang
- Department of Biotherapy, Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.,National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, China.,Department of Immunology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| |
Collapse
|
19
|
Lee SE, Park HY, Hur JY, Kim HJ, Kim IA, Kim WS, Lee KY. Genomic profiling of extracellular vesicle-derived DNA from bronchoalveolar lavage fluid of patients with lung adenocarcinoma. Transl Lung Cancer Res 2021; 10:104-116. [PMID: 33569297 PMCID: PMC7867756 DOI: 10.21037/tlcr-20-888] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background Extracellular vesicles (EVs) are membrane-bound and nanometer-sized particles released from most types of cells, containing double-stranded DNA reflecting mutational status of the parental tumor cells. Furthermore, epidermal growth factor receptor (EGFR) genotyping using EV-derived DNA (EV DNA) in bronchoalveolar lavage fluid (BALF) showed almost 100% sensitivity in patients with advanced non-small cell lung cancer (NSCLC). Methods We assessed the technical performance of DNA derived from BALF-EV (BALF EV DNA) in targeted next-generation sequencing (NGS) for detection and quantification of mutations compared with the matching tissue DNA in 20 lung adenocarcinomas. Results DNA yields, tumor purity, and depth of coverage were higher using the tissue DNA than using the BALF EV DNA. However, estimated library size was not significantly different between the two samples, and BALF EV DNA yielded longer fragments than tissue DNA. Overall mutation concordance between the two samples were 56% for nonsynonymous somatic mutations and increased to 81% for clinically significant mutations. By-variant sensitivity for clinically significant somatic mutations increased from 62% to 83% in the NGS of BALF EV DNA. Allele frequencies of EGFR and TP53 were higher in tissue DNA (10–25%) than in BALF EV DNA (<5%). Tumor mutation burden of BALF EV DNA correlated with that of tissue DNA. Conclusions Our findings demonstrate, for the first time, that BALF EV DNA in patients with NSCLC can be a reliable DNA source for targeted NGS for the identification of actionable genetic alterations and that this approach has high clinical feasibility and utility.
Collapse
Affiliation(s)
- Seung Eun Lee
- Department of Pathology, Konkuk University School of Medicine, Seoul, Korea
| | - Ha Young Park
- Department of Pathology, Busan Paik Hospital, Inje University College of Medicine, Gimhae, Korea
| | - Jae Young Hur
- Department of Pathology, Konkuk University School of Medicine, Seoul, Korea.,Precision Medicine Lung Cancer Center, Konkuk University Medical Center, Seoul, Korea
| | - Hee Joung Kim
- Precision Medicine Lung Cancer Center, Konkuk University Medical Center, Seoul, Korea.,Department of Internal Medicine, Konkuk University School of Medicine, Seoul, Korea
| | - In Ae Kim
- Precision Medicine Lung Cancer Center, Konkuk University Medical Center, Seoul, Korea.,Department of Internal Medicine, Konkuk University School of Medicine, Seoul, Korea
| | - Wan Seop Kim
- Department of Pathology, Konkuk University School of Medicine, Seoul, Korea
| | - Kye Young Lee
- Precision Medicine Lung Cancer Center, Konkuk University Medical Center, Seoul, Korea.,Department of Internal Medicine, Konkuk University School of Medicine, Seoul, Korea
| |
Collapse
|
20
|
Huang ZB, Zhang HT, Yu B, Yu DH. Cell-free DNA as a liquid biopsy for early detection of gastric cancer. Oncol Lett 2021; 21:3. [PMID: 33240409 PMCID: PMC7681206 DOI: 10.3892/ol.2020.12264] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 09/17/2020] [Indexed: 02/06/2023] Open
Abstract
Gastric cancer (GC) is one of the most common malignant tumors with poor prognosis worldwide, mainly due to the lack of suitable modalities for population-based screening and early detection of this disease. Therefore, novel and less invasive tests with improved clinical utility are urgently required. The remarkable advances in genomics and proteomics, along with emerging new technologies for highly sensitive detection of genetic alterations, have shown the potential to map the genomic makeup of a tumor in liquid biopsies, in order to assist with early detection and clinical management. The present review summarize the current status in the identification and development of cell-free DNA (cfDNA)-based biomarkers in GC, and also discusses their potential utility and the technical challenges in developing practical cfDNA-based liquid biopsy for early detection of GC.
Collapse
Affiliation(s)
- Zheng-Bin Huang
- Department of Surgery, Hanchuan Renmin Hospital, Hanchuan, Hubei 431600, P.R. China
| | - Hai-Tao Zhang
- Department of Gastrointestinal Surgery, The Second People's Hospital of Shenzhen, Shenzhen, Guangdong 518037, P.R. China
| | - Benjamin Yu
- Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - De-Hua Yu
- Shenzhen USK Bioscience Co., Ltd., Shenzhen, Guangdong 518110, P.R. China
| |
Collapse
|
21
|
Wu Z, Wang L, Li C, Cai Y, Liang Y, Mo X, Lu Q, Dong L, Liu Y. DeepLRHE: A Deep Convolutional Neural Network Framework to Evaluate the Risk of Lung Cancer Recurrence and Metastasis From Histopathology Images. Front Genet 2020; 11:768. [PMID: 33193560 PMCID: PMC7477356 DOI: 10.3389/fgene.2020.00768] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 06/29/2020] [Indexed: 12/21/2022] Open
Abstract
It is critical for patients who cannot undergo eradicable surgery to predict the risk of lung cancer recurrence and metastasis; therefore, the physicians can design the appropriate adjuvant therapy plan. However, traditional circulating tumor cell (CTC) detection or next-generation sequencing (NGS)-based methods are usually expensive and time-inefficient, which urge the need for more efficient computational models. In this study, we have established a convolutional neural network (CNN) framework called DeepLRHE to predict the recurrence risk of lung cancer by analyzing histopathological images of patients. The steps for using DeepLRHE include automatic tumor region identification, image normalization, biomarker identification, and sample classification. In practice, we used 110 lung cancer samples downloaded from The Cancer Genome Atlas (TCGA) database to train and validate our CNN model and 101 samples as independent test dataset. The area under the receiver operating characteristic (ROC) curve (AUC) for test dataset was 0.79, suggesting a relatively good prediction performance. Our study demonstrates that the features extracted from histopathological images could be well used to predict lung cancer recurrence after surgical resection and help classify patients who should receive additional adjuvant therapy.
Collapse
Affiliation(s)
- Zhijun Wu
- Department of Oncology, The First People's Hospital of Changde City, Changde, China
| | - Lin Wang
- Department of Oncology, Hainan General Hospital, Haikou, China
| | - Churong Li
- Sichuan Cancer Hospital and Institute, The Affiliated Cancer Hospital, School of Medicine, UESTC, Chengdu, China
| | | | | | - Xiaofei Mo
- Geneis (Beijing) Co., Ltd., Beijing, China
| | | | - Lixin Dong
- The First Hospital of Qinhuangdao, Qinhuangdao, China
| | | |
Collapse
|
22
|
Ponferrada AR, Orriach JLG, Manso AM, Haro ES, Molina SR, Heredia AF, Lopez MB, Mañas JC. Anaesthesia and cancer: can anaesthetic drugs modify gene expression? Ecancermedicalscience 2020; 14:1080. [PMID: 32863874 PMCID: PMC7434501 DOI: 10.3332/ecancer.2020.1080] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Indexed: 01/21/2023] Open
Abstract
Cancer remains a primary cause of morbidity and mortality worldwide, and its incidence continues to increase. The most common cause of death in cancer patients is tumour recurrence. Surgery is the gold standard in the treatment of most tumours. However, cancer surgery can lead to the release of tumour cells into the systemic circulation. Surgical stress and several perioperative factors have been suggested to boost tumour growth, thereby increasing the risk of metastatic recurrence. Preclinical and clinical studies suggest that anaesthetics and adjuvants administered during the perioperative period may impact cancer recurrence and survival. This document summarises the current evidence regarding the effects of anaesthetic drugs and analgesic techniques on the immune system, systemic inflammatory response and tumour cells, as well as their impact on cancer recurrence.
Collapse
Affiliation(s)
- Aida Raigon Ponferrada
- Institute of Biomedical Research in Malaga [IBIMA], Malaga 29010, Spain
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, Malaga 29010, Spain
| | - Jose Luis Guerrero Orriach
- Institute of Biomedical Research in Malaga [IBIMA], Malaga 29010, Spain
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, Malaga 29010, Spain
- Department of Pharmacology and Pediatrics, School of Medicine, University of Malaga, Malaga 29010, Spain
- Member of COST Action 15204
| | - Alfredo Malo Manso
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, Malaga 29010, Spain
| | - Enrique Sepúlveda Haro
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, Malaga 29010, Spain
| | - Salvador Romero Molina
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, Malaga 29010, Spain
| | - Ana Fontaneda Heredia
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, Malaga 29010, Spain
| | - Manolo Baena Lopez
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, Malaga 29010, Spain
| | - Jose Cruz Mañas
- Department of Anaesthesiology, Virgen de la Victoria University Hospital, Malaga 29010, Spain
| |
Collapse
|
23
|
Emaus MN, Anderson JL. Allelic discrimination between circulating tumor DNA fragments enabled by a multiplex-qPCR assay containing DNA-enriched magnetic ionic liquids. Anal Chim Acta 2020; 1124:184-193. [PMID: 32534671 DOI: 10.1016/j.aca.2020.04.078] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 04/24/2020] [Accepted: 04/30/2020] [Indexed: 12/19/2022]
Abstract
Multiplex amplification of DNA can be highly valuable in circulating tumor DNA (ctDNA) analysis due to the sheer number of potential mutations. However, commercial ctDNA extraction methods struggle to preconcentrate low concentrations of DNA and require multiple sample handling steps. Recently, magnetic ionic liquids (MILs) have been used to extract DNA and were integrated with a quantitative polymerase chain reaction (qPCR). However, in previous studies, DNA could not be preconcentrated from plasma and only one fragment could be amplified per reaction. In this study, MILs were utilized as DNA extraction solvents and directly integrated into a multiplex-qPCR buffer to simultaneously amplify wild-type KRAS, G12S KRAS, and wild-type BRAF, three clinically-relevant genes whose mutation status can affect the success of anti-EGFR therapy. DNA was desorbed from the MIL solvent during a multiplex-PCR without having a significant effect on the amplification efficiency, and allelic discrimination of single-nucleotide polymorphisms could still be achieved. Enrichment factors over 35 for all three sequences were achieved from Tris buffer using the [N8,8,8,Bz+][Ni(hfacac)3-]) and [P6,6,6,14+][Ni(Phtfacac)3-] MILs. DNA could still be preconcentrated from 2-fold diluted human plasma using the [N8,8,8,Bz+][Ni(hfacac)3-] MIL. Extractions from undiluted plasma were reproducible with the [P6,6,6,14+][Ni(Phtfacac)3-] MIL although DNA was not preconcentrated with enrichment factors around 0.6 for all three fragments. Compared to commercial DNA extraction methods (i.e., silica-based spin columns and magnetic beads), the MIL-based extraction achieved higher enrichment factors in Tris buffer and plasma. The ability of the MIL-based dispersive liquid-liquid microextraction (DLLME) direct-multiplex-qPCR method to simultaneously achieve high enrichment factors of multiple DNA fragments from human plasma is highly promising in the field of ctDNA detection.
Collapse
Affiliation(s)
- Miranda N Emaus
- Department of Chemistry, Iowa State University, Ames, IA, 50011, USA
| | - Jared L Anderson
- Department of Chemistry, Iowa State University, Ames, IA, 50011, USA.
| |
Collapse
|
24
|
The Validity and Predictive Value of Blood-Based Biomarkers in Prediction of Response in the Treatment of Metastatic Non-Small Cell Lung Cancer: A Systematic Review. Cancers (Basel) 2020; 12:cancers12051120. [PMID: 32365836 PMCID: PMC7280996 DOI: 10.3390/cancers12051120] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 04/21/2020] [Accepted: 04/27/2020] [Indexed: 12/11/2022] Open
Abstract
With the introduction of targeted therapies and immunotherapy, molecular diagnostics gained a more profound role in the management of non-small cell lung cancer (NSCLC). This study aimed to systematically search for studies reporting on the use of liquid biopsies (LB), the correlation between LBs and tissue biopsies, and finally the predictive value in the management of NSCLC. A systematic literature search was performed, including results published after 1 January 2014. Articles studying the predictive value or validity of a LB were included. The search (up to 1 September 2019) retrieved 1704 articles, 1323 articles were excluded after title and abstract screening. Remaining articles were assessed for eligibility by full-text review. After full-text review, 64 articles investigating the predictive value and 78 articles describing the validity were included. The majority of studies investigated the predictive value of LBs in relation to therapies targeting the epidermal growth factor receptor (EGFR) or anaplastic lymphoma kinase (ALK) receptor (n = 38). Of studies describing the validity of a biomarker, 55 articles report on one or more EGFR mutations. Although a variety of blood-based biomarkers are currently under investigation, most studies evaluated the validity of LBs to determine EGFR mutation status and the subsequent targeting of EGFR tyrosine kinase inhibitors based on the mutation status found in LBs of NSCLC patients.
Collapse
|
25
|
Wagner AH, Walsh B, Mayfield G, Tamborero D, Sonkin D, Krysiak K, Deu-Pons J, Duren RP, Gao J, McMurry J, Patterson S, Del Vecchio Fitz C, Pitel BA, Sezerman OU, Ellrott K, Warner JL, Rieke DT, Aittokallio T, Cerami E, Ritter DI, Schriml LM, Freimuth RR, Haendel M, Raca G, Madhavan S, Baudis M, Beckmann JS, Dienstmann R, Chakravarty D, Li XS, Mockus S, Elemento O, Schultz N, Lopez-Bigas N, Lawler M, Goecks J, Griffith M, Griffith OL, Margolin AA. A harmonized meta-knowledgebase of clinical interpretations of somatic genomic variants in cancer. Nat Genet 2020; 52:448-457. [PMID: 32246132 PMCID: PMC7127986 DOI: 10.1038/s41588-020-0603-8] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Accepted: 02/26/2020] [Indexed: 12/19/2022]
Abstract
Precision oncology relies on accurate discovery and interpretation of genomic variants, enabling individualized diagnosis, prognosis and therapy selection. We found that six prominent somatic cancer variant knowledgebases were highly disparate in content, structure and supporting primary literature, impeding consensus when evaluating variants and their relevance in a clinical setting. We developed a framework for harmonizing variant interpretations to produce a meta-knowledgebase of 12,856 aggregate interpretations. We demonstrated large gains in overlap between resources across variants, diseases and drugs as a result of this harmonization. We subsequently demonstrated improved matching between a patient cohort and harmonized interpretations of potential clinical significance, observing an increase from an average of 33% per individual knowledgebase to 57% in aggregate. Our analyses illuminate the need for open, interoperable sharing of variant interpretation data. We also provide a freely available web interface (search.cancervariants.org) for exploring the harmonized interpretations from these six knowledgebases.
Collapse
Affiliation(s)
- Alex H Wagner
- Washington University School of Medicine, St. Louis, MO, USA
| | - Brian Walsh
- Oregon Health and Science University, Portland, OR, USA
| | | | - David Tamborero
- Pompeu Fabra University, Barcelona, Spain
- Karolinska Institute, Solna, Sweden
| | | | | | - Jordi Deu-Pons
- Institute for Research in Biomedicine, Barcelona, Spain
- Catalan Institution for Research and Advanced Studies, Barcelona, Spain
| | | | - Jianjiong Gao
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Julie McMurry
- Oregon Health and Science University, Portland, OR, USA
| | - Sara Patterson
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | | | | | | | - Kyle Ellrott
- Oregon Health and Science University, Portland, OR, USA
| | | | | | - Tero Aittokallio
- Institute for Molecular Medicine Finland, Helsinki, Finland
- University of Turku, Turku, Finland
| | | | - Deborah I Ritter
- Baylor College of Medicine, Houston, TX, USA
- Texas Children's Hospital, Houston, TX, USA
| | - Lynn M Schriml
- University of Maryland School of Medicine, Baltimore, MD, USA
| | | | - Melissa Haendel
- Oregon Health and Science University, Portland, OR, USA
- Linus Pauling Institute at Oregon State University, Corvallis, OR, USA
| | - Gordana Raca
- Children's Hospital Los Angeles, Los Angeles, CA, USA
- Keck School of Medicine of USC, Los Angeles, CA, USA
| | - Subha Madhavan
- Georgetown University Medical Center, Washington, DC, USA
| | | | | | | | | | | | - Susan Mockus
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | | | | | - Nuria Lopez-Bigas
- Pompeu Fabra University, Barcelona, Spain
- Institute for Research in Biomedicine, Barcelona, Spain
- Catalan Institution for Research and Advanced Studies, Barcelona, Spain
| | | | - Jeremy Goecks
- Oregon Health and Science University, Portland, OR, USA
| | | | - Obi L Griffith
- Washington University School of Medicine, St. Louis, MO, USA.
| | | |
Collapse
|
26
|
Li C, He Q, Liang H, Cheng B, Li J, Xiong S, Zhao Y, Guo M, Liu Z, He J, Liang W. Diagnostic Accuracy of Droplet Digital PCR and Amplification Refractory Mutation System PCR for Detecting EGFR Mutation in Cell-Free DNA of Lung Cancer: A Meta-Analysis. Front Oncol 2020; 10:290. [PMID: 32195189 PMCID: PMC7063461 DOI: 10.3389/fonc.2020.00290] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Accepted: 02/19/2020] [Indexed: 12/16/2022] Open
Abstract
Background: Epidermal growth factor receptor (EGFR) mutation testing in plasma cell-free DNA (cfDNA) from advanced lung cancer patients is an emerging clinical tool. This meta-analysis was designed to determine the diagnostic accuracy of two common PCR systems, droplet digital PCR (ddPCR) and amplification refractory mutation system PCR (ARMS-PCR), for detecting EGFR mutation in cfDNA. Materials and methods: A systematic search was carried out based on PubMed, Web of science, Embase and the Cochrane library. Data from eligible studies were extracted and pooled to calculate the sensitivity, specificity, diagnostic odds ratio (DOR), area under the summary receiver-operating characteristic curve (AUROC), using tissue biopsy results as the standard method. Subgroup analyses were performed regarding EGFR mutation type, tumor stage, and EGFR-TKI treatment. Results: Twenty-five studies involving 4,881 cases were included. The plasma testing sensitivity, specificity, DOR, and AUROC, compared with the matched tumor tissues, were 72.1%, 95.6%, 38.5, 0.89 for ddPCR, and 65.3%, 98.2%, 52.8, 0.71 for ARMS-PCR, respectively, through indirect comparison, significant differences were found in sensitivity (P = 0.003) and specificity (P = 0.007). Furthermore, significant difference was found in sensitivity between tumor stage subgroups (IIIB–IV subgroup vs. IA–IV subgroup) in ARMS-PCR (73.7 vs. 64.2%, P = 0.008), but not in ddPCR (72.5 vs. 71.2%, P = 0.756). Conclusions: This study demonstrates that ddPCR and ARMS-PCR have a high specificity with a practical sensitivity for detecting EGFR mutation in cfDNA, which supports their application as a supplement or a conditional-alternative to tissue biopsy in clinical practice for genotyping. It seems that ddPCR has a higher sensitivity than ARMS-PCR, especially in early stages.
Collapse
Affiliation(s)
- Caichen Li
- China State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Qihua He
- China State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Hengrui Liang
- China State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Bo Cheng
- China State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jianfu Li
- China State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Shan Xiong
- China State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Yi Zhao
- China State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Minzhang Guo
- China State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Zhichao Liu
- China State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jianxing He
- China State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Wenhua Liang
- China State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| |
Collapse
|
27
|
Lee MJ, Hueniken K, Kuehne N, Lu L, Jiang SX, Id Said B, McCartney A, Gao Y, Liang M, Obuobi T, Sorotsky H, Eng L, Brown MC, Xu W, Liu G. Cancer Patient-Reported Preferences and Knowledge for Liquid Biopsies and Blood Biomarkers at a Comprehensive Cancer Center. Cancer Manag Res 2020; 12:1163-1173. [PMID: 32104096 PMCID: PMC7025660 DOI: 10.2147/cmar.s235777] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2019] [Accepted: 01/29/2020] [Indexed: 01/11/2023] Open
Abstract
Background Blood-based biomarkers (liquid biopsy) are increasingly used in precision oncology. Yet, little is known about cancer patients' perspectives in clinical practice. We explored patients' depth of preferences for liquid vs tissue biopsies and knowledge regarding the role of blood biomarkers on their cancer. Methods Three interviewer-administered trade-off scenarios and a 54-item self-administered questionnaire were completed by cancer outpatients across all disease sites at the Princess Margaret Cancer Centre. Results Of 413 patients, 54% were female; median age was 61 (range 18-101) years. In trade-off scenario preference testing, 90% (n=372) preferred liquid over tissue biopsy at baseline; when wait times for their preferred test were increased from 2 weeks, patients tolerated an additional mean of 1.8 weeks (SD 2.1) for liquid biopsy before switching to tissue biopsy (with wait time 2 weeks). Patients also tolerated a 6.2% decrease (SD 8.8) in the chance that their preferred test would conclusively determine optimal treatment before switching from the baseline of 80%. 216 patients (58%) preferred liquid biopsy even with no chance of adverse events from tissue biopsy. Patients' knowledge of blood-based biomarkers related to their cancer was low (mean 23%); however, the majority viewed development of blood biomarkers as important. Conclusion Patients had limited understanding of cancer-specific blood-based biomarkers, but 90% preferred liquid over tissue biopsies to assess biomarkers. There was little tolerance to wait longer for results, or for decreased test-conclusiveness. Developing accurate, low-risk tests for cancer diagnosis and management for blood biomarkers is therefore desirable to patients.
Collapse
Affiliation(s)
- Min Joon Lee
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Katrina Hueniken
- Department of Medical Biophysics, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Nathan Kuehne
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Lin Lu
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Shirley Xue Jiang
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Badr Id Said
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Alex McCartney
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Yizhuo Gao
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Mindy Liang
- Department of Medical Biophysics, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Tamara Obuobi
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Hadas Sorotsky
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Lawson Eng
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - M Catherine Brown
- Department of Medical Biophysics, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Wei Xu
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Geoffrey Liu
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Medical Biophysics, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Epidemiology, Dalla Lana School of Public Health, Toronto, ON, Canada
| |
Collapse
|
28
|
Liu J, Liu Y. Molecular diagnostic characteristics based on the next generation sequencing in lung cancer and its relationship with the expression of PD-L1. Pathol Res Pract 2019; 216:152797. [PMID: 31926773 DOI: 10.1016/j.prp.2019.152797] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 12/12/2019] [Accepted: 12/20/2019] [Indexed: 12/22/2022]
Abstract
BACKGROUND Next generation sequencing (NGS) is a massively parallel sequencing technique that can be used to detect many forms of DNA variation, including point mutations, small fragment insertion deletions, gene recombination, and copy number variations. It can simultaneously analyze multiple genes and mutations, quantitatively detect gene mutation rate, and provide comprehensive information for clinicians. More and more lung cancer patients have benefited from studies on programmed death-1igand l (PD-L1) and immunocheckpoint inhibitors. The relationship between gene mutation and PD-L1 is also a focus of current research. Therefore, we collected a large number of cases to describe the molecular diagnostic characteristics of NGS in lung cancer and the relationship between NGS and PD-L1 expression. METHOD A total of 1017 lung cancer patients with 15-gene panel (EGFR, ALK, ROS1, BRAF, MET, RET, ERBB2, KRAS, PIK3CA, KIT, ESR1, PDGFRA, DDR2, HRAS, NRAS) examined by NGS from our hospital were collected to analyze their clinicopathological characteristics. 600 of 1017 patients were tested for PD-L1 (22C3) by immunohistochemistry (IHC) at the same time. PD-L1 tumor proportion score (TPS) were used for comparative analysis with gene mutation results, and then to screen for possible correlation genes. RESULTS 74.63 % (759/1017) of lung cancer patients had at least one version of the genes. The top three mutation were EGFR (46.41 %), KRAS (13.86 %) and PIK3CA (10.03 %). Mutations in EGFR, KRAS, PIK3CA, KIT, ESR1 and NRAS were associated with sex (P < 0.05). Except for EGFR, which was more frequent in female, other genes were more frequent in male. ALK was more detectable in patients younger than 60, while PIK3CA was more detectable in patients older than 60(P < 0.05). EGFR, ALK, ROS1, KRAS, PIK3CA, ESR1 and NRAS were associated with smoking (P < 0.05). EGFR, KRAS, PIK3CA and ESR1 were correlated with pathological histology (P < 0.05). Among the 15 genes, only EGFR was associated with pathological histology of invasive adenocarcinoma (IA). EGFR had the highest mutation rate (60.00 %) in Lepidic predominate IA. Significantly different in sample types were found in EGFR, ALK, MET, KRAS, PIK3CA and NRAS examined by NGS. There were significant differences in the TPS of PD-L1 (22C3) in EGFR, ALK, BRAF and MET variants (P < 0.05). EGFR mutations were more common in TPS < 1 %, ALK mutations were more common in TPS (1 %-49 %), and BRAF and MET mutations were more common in TPS ≥ 50 %. CONCLUSION In the 15-gene panel, in addition to EGFR, ALK and ROS1, MET, KRAS, PIK3CA, KIT, ESR1 and NRAS also had their own characteristics in sex, age, smoking history, histopathology, sample type and PD-L1, showing different clinicopathological tendencies. Understanding this information can help us optimize stratified lung cancer patients. Furthermore, it provides patients with a variety of diagnostic needs and a large number of unique clinical data worthy of clinical recognition.
Collapse
Affiliation(s)
- Junying Liu
- Department of Pathology, Hebei Medical University Fourth Affiliated Hospital and Hebei Provincial Tumor Hospital, China
| | - Yueping Liu
- Department of Pathology, Hebei Medical University Fourth Affiliated Hospital and Hebei Provincial Tumor Hospital, China.
| |
Collapse
|
29
|
Chen Z, Miao H, Zeng Q, Xu S, Chen Z, Liu K. Circulating cell-free DNA as a diagnostic and prognostic biomarker for non-small-cell lung cancer: a systematic review and meta-analysis. Biomark Med 2019; 14:587-597. [PMID: 31845833 DOI: 10.2217/bmm-2018-0093] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Aim: A meta-analysis was conducted to assess the application of circulating cell-free DNA (cfDNA) in non-small-cell lung carcinoma (NSCLC) screening, EGFR and KRAS mutation detection. Materials & methods: A comprehensive literature search was conducted. The summary sensitivity and specificity for cfDNA in NSCLC diagnosis, EGFR and KRAS mutation detection were calculated. Results: The sensitivity and specificity for NSCLC diagnosis, EGFR and KRAS mutation detection were 0.80 (95% CI: 0.72-0.87) and 0.81 (95% CI: 0.68-0.91), 0.780 (95% CI: 0.711-0.853) and 0.962 (95% CI: 0.942-0.984), 0.628 (95% CI: 0.244-0.919) and 0.959 (95% CI: 0.932-0.998), respectively. Conclusion: cfDNA was a minimally invasive approach for NSCLC diagnosis, but its clinical utility warranted more future investigations because of the suboptimal sensitivity.
Collapse
Affiliation(s)
- Zhoumiao Chen
- Department of Thoracic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 Qinchun Road, Hangzhou, Zhejiang 310016, China
| | - Huiwen Miao
- Department of Thoracic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 Qinchun Road, Hangzhou, Zhejiang 310016, China
| | - Qingxin Zeng
- Department of Thoracic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 Qinchun Road, Hangzhou, Zhejiang 310016, China
| | - Shaohua Xu
- Department of Thoracic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 Qinchun Road, Hangzhou, Zhejiang 310016, China
| | - Zhao Chen
- Department of Thoracic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 Qinchun Road, Hangzhou, Zhejiang 310016, China
| | - Kai Liu
- Department of Thoracic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 Qinchun Road, Hangzhou, Zhejiang 310016, China
| |
Collapse
|
30
|
Jahangiri L, Hurst T. Assessing the Concordance of Genomic Alterations between Circulating-Free DNA and Tumour Tissue in Cancer Patients. Cancers (Basel) 2019; 11:cancers11121938. [PMID: 31817150 PMCID: PMC6966532 DOI: 10.3390/cancers11121938] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 11/28/2019] [Accepted: 11/29/2019] [Indexed: 12/23/2022] Open
Abstract
Somatic alterations to the genomes of solid tumours, which in some cases represent actionable drivers, provide diagnostic and prognostic insight into these complex diseases. Spatial and longitudinal tracking of somatic genomic alterations (SGAs) in patient tumours has emerged as a new avenue of investigation, not only as a disease monitoring strategy, but also to improve our understanding of heterogeneity and clonal evolution from diagnosis through disease progression. Furthermore, analysis of circulating-free DNA (cfDNA) in the so-called "liquid biopsy" has emerged as a non-invasive method to identify genomic information to inform targeted therapy and may also capture the heterogeneity of the primary and metastatic tumours. Considering the potential of cfDNA analysis as a translational laboratory tool in clinical practice, establishing the extent to which cfDNA represents the SGAs of tumours, particularly actionable driver alterations, becomes a matter of importance, warranting standardisation of methods and practices. Here, we assess the utilisation of cfDNA for molecular profiling of SGAs in tumour tissue across a broad range of solid tumours. Moreover, we examine the underlying factors contributing to discordance of detected SGAs between cfDNA and tumour tissue.
Collapse
Affiliation(s)
- Leila Jahangiri
- Department of Life Sciences, Birmingham City University, Birmingham B15 3TN, UK;
- Division of Cellular and Molecular Pathology, Department of Pathology, University of Cambridge, Lab blocks level 3, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
- Correspondence:
| | - Tara Hurst
- Department of Life Sciences, Birmingham City University, Birmingham B15 3TN, UK;
| |
Collapse
|
31
|
|
32
|
Das J, Kelley SO. High-Performance Nucleic Acid Sensors for Liquid Biopsy Applications. Angew Chem Int Ed Engl 2019; 59:2554-2564. [PMID: 31332937 DOI: 10.1002/anie.201905005] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Revised: 07/21/2019] [Indexed: 12/18/2022]
Abstract
Circulating tumour nucleic acids (ctNAs) are released from tumours cells and can be detected in blood samples, providing a way to track tumors without requiring a tissue sample. This "liquid biopsy" approach has the potential to replace invasive, painful, and costly tissue biopsies in cancer diagnosis and management. However, a very sensitive and specific approach is required to detect relatively low amounts of mutant sequences linked to cancer because they are masked by the high levels of wild-type sequences. This review discusses high-performance nucleic acid biosensors for ctNA analysis in patient samples. We compare sequencing- and amplification-based methods to next-generation sensors for ctDNA and ctRNA (including microRNA) profiling, such as electrochemical methods, surface plasmon resonance, Raman spectroscopy, and microfluidics and dielectrophoresis-based assays. We present an overview of the analytical sensitivity and accuracy of these methods as well as the biological and technical challenges they present.
Collapse
Affiliation(s)
- Jagotamoy Das
- Department of Pharmaceutical Sciences, Department of Chemistry, University of Toronto, Toronto, ON, M5S 3M2, Canada
| | - Shana O Kelley
- Department of Pharmaceutical Sciences, Department of Chemistry, University of Toronto, Toronto, ON, M5S 3M2, Canada
| |
Collapse
|
33
|
George SL, Izquierdo E, Campbell J, Koutroumanidou E, Proszek P, Jamal S, Hughes D, Yuan L, Marshall LV, Carceller F, Chisholm JC, Vaidya S, Mandeville H, Angelini P, Wasti A, Bexelius T, Thway K, Gatz SA, Clarke M, Al-Lazikani B, Barone G, Anderson J, Tweddle DA, Gonzalez D, Walker BA, Barton J, Depani S, Eze J, Ahmed SW, Moreno L, Pearson A, Shipley J, Jones C, Hargrave D, Jacques TS, Hubank M, Chesler L. A tailored molecular profiling programme for children with cancer to identify clinically actionable genetic alterations. Eur J Cancer 2019; 121:224-235. [PMID: 31543384 PMCID: PMC6839402 DOI: 10.1016/j.ejca.2019.07.027] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 06/27/2019] [Accepted: 07/23/2019] [Indexed: 11/10/2022]
Abstract
BACKGROUND For children with cancer, the clinical integration of precision medicine to enable predictive biomarker-based therapeutic stratification is urgently needed. METHODS We have developed a hybrid-capture next-generation sequencing (NGS) panel, specifically designed to detect genetic alterations in paediatric solid tumours, which gives reliable results from as little as 50 ng of DNA extracted from formalin-fixed paraffin-embedded (FFPE) tissue. In this study, we offered an NGS panel, with clinical reporting via a molecular tumour board for children with solid tumours. Furthermore, for a cohort of 12 patients, we used a circulating tumour DNA (ctDNA)-specific panel to sequence ctDNA from matched plasma samples and compared plasma and tumour findings. RESULTS A total of 255 samples were submitted from 223 patients for the NGS panel. Using FFPE tissue, 82% of all submitted samples passed quality control for clinical reporting. At least one genetic alteration was detected in 70% of sequenced samples. The overall detection rate of clinically actionable alterations, defined by modified OncoKB criteria, for all sequenced samples was 51%. A total of 8 patients were sequenced at different stages of treatment. In 6 of these, there were differences in the genetic alterations detected between time points. Sequencing of matched ctDNA in a cohort of extracranial paediatric solid tumours also identified a high detection rate of somatic alterations in plasma. CONCLUSION We demonstrate that tailored clinical molecular profiling of both tumour DNA and plasma-derived ctDNA is feasible for children with solid tumours. Furthermore, we show that a targeted NGS panel-based approach can identify actionable genetic alterations in a high proportion of patients.
Collapse
Affiliation(s)
- Sally L George
- Paediatric Tumour Biology, Division of Clinical Studies, The Institute of Cancer Research, London, UK; Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK.
| | - Elisa Izquierdo
- Molecular Diagnostics Department, The Institute of Cancer Research and Clinical Genomics, The Royal Marsden NHS Foundation, London, UK; Glioma Team, Division of Molecular Pathology and Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - James Campbell
- Bioinformatics Core Facility, The Institute of Cancer Research, London, UK
| | - Eleni Koutroumanidou
- Molecular Diagnostics Department, The Institute of Cancer Research and Clinical Genomics, The Royal Marsden NHS Foundation, London, UK
| | - Paula Proszek
- Molecular Diagnostics Department, The Institute of Cancer Research and Clinical Genomics, The Royal Marsden NHS Foundation, London, UK
| | - Sabri Jamal
- Molecular Diagnostics Department, The Institute of Cancer Research and Clinical Genomics, The Royal Marsden NHS Foundation, London, UK
| | - Deborah Hughes
- Molecular Diagnostics Department, The Institute of Cancer Research and Clinical Genomics, The Royal Marsden NHS Foundation, London, UK
| | - Lina Yuan
- Molecular Diagnostics Department, The Institute of Cancer Research and Clinical Genomics, The Royal Marsden NHS Foundation, London, UK
| | - Lynley V Marshall
- Paediatric Tumour Biology, Division of Clinical Studies, The Institute of Cancer Research, London, UK; Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK
| | - Fernando Carceller
- Paediatric Tumour Biology, Division of Clinical Studies, The Institute of Cancer Research, London, UK; Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK
| | - Julia C Chisholm
- Paediatric Tumour Biology, Division of Clinical Studies, The Institute of Cancer Research, London, UK; Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK
| | - Sucheta Vaidya
- Paediatric Tumour Biology, Division of Clinical Studies, The Institute of Cancer Research, London, UK; Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK
| | - Henry Mandeville
- Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK
| | - Paola Angelini
- Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK
| | - Ajla Wasti
- Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK
| | - Tomas Bexelius
- Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK
| | - Khin Thway
- Pathology Department, Royal Marsden NHS Foundation Trust, London, UK
| | - Susanne A Gatz
- Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK; Sarcoma Molecular Pathology Team, Divisions of Molecular Pathology and Cancer Therapeutics, The Institute of Cancer Research, London, UK; Cancer Research UK Clinical Trials Unit, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Matthew Clarke
- Glioma Team, Division of Molecular Pathology and Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Bissan Al-Lazikani
- Bioinformatics Core Facility, The Institute of Cancer Research, London, UK
| | - Giuseppe Barone
- Department of Haematology and Oncology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - John Anderson
- Department of Haematology and Oncology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK; Developmental Biology and Cancer Programme, UCL GOS Institute of Child Health, London, UK
| | - Deborah A Tweddle
- Northern Institute for Cancer Research, Newcastle University, Newcastle, UK
| | - David Gonzalez
- Molecular Diagnostics Department, The Institute of Cancer Research and Clinical Genomics, The Royal Marsden NHS Foundation, London, UK; Centre for Cancer Research and Cell Biology, Queens University Belfast, Belfast, UK
| | - Brian A Walker
- Molecular Diagnostics Department, The Institute of Cancer Research and Clinical Genomics, The Royal Marsden NHS Foundation, London, UK; Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Jack Barton
- Developmental Biology and Cancer Programme, UCL GOS Institute of Child Health, London, UK
| | - Sarita Depani
- Department of Haematology and Oncology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Jessica Eze
- Department of Haematology and Oncology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK; Department of Histology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Saira W Ahmed
- Department of Haematology and Oncology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK; Department of Histology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Lucas Moreno
- Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK; HNJ-CNIO Clinical Research Unit, Hospital Universitario Nino Jesus, Madrid, Spain; Paediatric Oncology & Haematology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Andrew Pearson
- Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK
| | - Janet Shipley
- Sarcoma Molecular Pathology Team, Divisions of Molecular Pathology and Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Chris Jones
- Glioma Team, Division of Molecular Pathology and Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Darren Hargrave
- Cancer Research UK Clinical Trials Unit, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK; Department of Haematology and Oncology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Thomas S Jacques
- Department of Haematology and Oncology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK; Department of Histology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Michael Hubank
- Molecular Diagnostics Department, The Institute of Cancer Research and Clinical Genomics, The Royal Marsden NHS Foundation, London, UK
| | - Louis Chesler
- Paediatric Tumour Biology, Division of Clinical Studies, The Institute of Cancer Research, London, UK; Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, UK
| |
Collapse
|
34
|
Yang H, Zhang J, Zhang L, Wen X, Luo Y, Yao D, Cheng T, Cheng H, Wang H, Lou F, Guo J, Liang X, Cao S, Chen J. Comprehensive analysis of genomic alterations detected by next-generation sequencing-based tissue and circulating tumor DNA assays in Chinese patients with non-small cell lung cancer. Oncol Lett 2019; 18:4762-4770. [PMID: 31611986 PMCID: PMC6781496 DOI: 10.3892/ol.2019.10791] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Accepted: 07/03/2019] [Indexed: 11/30/2022] Open
Abstract
While tumor genotyping is the standard treatment for patients with non-small cell lung cancer (NSCLC), spatial and temporal tumor heterogeneity and insufficient specimens can lead to limitations in the use of tissue-based sequencing. Circulating tumor DNA (ctDNA) fully encompasses tumor-specific sequence alterations and offers an alternative to tissue sample biopsies. However, few studies have evaluated whether the frequency of multiple genomic alterations observed following ctDNA sequencing is similar to that observed following tissue sequencing in NSCLC. Therefore, in the present study, targeted next-generation sequencing (NGS) was performed on tissue and plasma ctDNA samples in 99 patients with NSCLC. Overall, the frequencies of genetic alterations detected in ctDNA were positively correlated with those detected via tissue profiling (r=0.812; P=0.022). Genomic data revealed significant mutual exclusivity between alterations in epidermal growth factor receptor (EGFR) and tumor protein 53 (TP53; P=0.020), and between alterations in EGFR and KRAS (P=0.008), as well as potential mutual exclusivity between alterations in EGFR and Erb-B2 receptor tyrosine kinase 2 (P=0.059). Furthermore, the EGFR mutant allele frequency (MAF) was positively correlated with the TP53 MAF in individual tumors (r=0.773; P=0.005), and there was a marked difference in the EGFR MAF between patients with and without the TP53 mutation (P=0.001). Levels of the tumor serum marker CA242 in patients with ctDNA-detectable mutations were higher compared with those in patients without ctDNA-detectable mutations. The data from the present study highlight the importance of tissue and plasma ctDNA screening by NGS to guide personalized therapy and promote the clinical management of patients with NSCLC.
Collapse
Affiliation(s)
- Hua Yang
- Department of Thoracic Internal Medicine, Hunan Cancer Hospital, Affiliated Cancer Hospital of Xiangya Medical School of Central South University, Changsha, Hunan 410013, P.R. China
| | - Junjie Zhang
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China
| | - Lemeng Zhang
- Department of Thoracic Internal Medicine, Hunan Cancer Hospital, Affiliated Cancer Hospital of Xiangya Medical School of Central South University, Changsha, Hunan 410013, P.R. China
| | - Xiaoping Wen
- Department of Thoracic Internal Medicine, Hunan Cancer Hospital, Affiliated Cancer Hospital of Xiangya Medical School of Central South University, Changsha, Hunan 410013, P.R. China
| | - Yongzhong Luo
- Department of Thoracic Internal Medicine, Hunan Cancer Hospital, Affiliated Cancer Hospital of Xiangya Medical School of Central South University, Changsha, Hunan 410013, P.R. China
| | - Dingquan Yao
- Department of Thoracic Internal Medicine, Hunan Cancer Hospital, Affiliated Cancer Hospital of Xiangya Medical School of Central South University, Changsha, Hunan 410013, P.R. China
| | - Tianli Cheng
- Department of Thoracic Internal Medicine, Hunan Cancer Hospital, Affiliated Cancer Hospital of Xiangya Medical School of Central South University, Changsha, Hunan 410013, P.R. China
| | - Huanqing Cheng
- Acornmed Biotechnology Co., Ltd., Beijing 100176, P.R. China
| | - Huina Wang
- Acornmed Biotechnology Co., Ltd., Beijing 100176, P.R. China
| | - Feng Lou
- Acornmed Biotechnology Co., Ltd., Beijing 100176, P.R. China
| | - Jing Guo
- Acornmed Biotechnology Co., Ltd., Beijing 100176, P.R. China
| | - Xiayuan Liang
- Acornmed Biotechnology Co., Ltd., Beijing 100176, P.R. China
| | - Shanbo Cao
- Acornmed Biotechnology Co., Ltd., Beijing 100176, P.R. China
| | - Jianhua Chen
- Department of Thoracic Internal Medicine, Hunan Cancer Hospital, Affiliated Cancer Hospital of Xiangya Medical School of Central South University, Changsha, Hunan 410013, P.R. China
| |
Collapse
|
35
|
Hong S, Gao F, Fu S, Wang Y, Fang W, Huang Y, Zhang L. Concomitant Genetic Alterations With Response to Treatment and Epidermal Growth Factor Receptor Tyrosine Kinase Inhibitors in Patients With EGFR-Mutant Advanced Non-Small Cell Lung Cancer. JAMA Oncol 2019; 4:739-742. [PMID: 29596544 DOI: 10.1001/jamaoncol.2018.0049] [Citation(s) in RCA: 139] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Shaodong Hong
- State Key Laboratory of Oncology in South China, Guangzhou.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Fangfang Gao
- State Key Laboratory of Oncology in South China, Guangzhou.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Sha Fu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Pathology Department, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | | | - Wenfeng Fang
- State Key Laboratory of Oncology in South China, Guangzhou.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yan Huang
- State Key Laboratory of Oncology in South China, Guangzhou.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Li Zhang
- State Key Laboratory of Oncology in South China, Guangzhou.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| |
Collapse
|
36
|
Zhou X, Shou J, Sheng J, Xu C, Ren S, Cai X, Chu Q, Wang W, Zhen Q, Zhou Y, Li W, Pan H, Li H, Sun T, Cheng H, Wang H, Lou F, Rao C, Cao S, Pan H, Fang Y. Molecular and clinical analysis of Chinese patients with anaplastic lymphoma kinase (ALK)-rearranged non-small cell lung cancer. Cancer Sci 2019; 110:3382-3390. [PMID: 31444835 PMCID: PMC6778633 DOI: 10.1111/cas.14177] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Revised: 08/08/2019] [Accepted: 08/15/2019] [Indexed: 12/17/2022] Open
Abstract
Anaplastic lymphoma kinase (ALK) fusions have been recognized as a therapeutic target in non‐small cell lung cancer (NSCLC). However, molecular signatures and clinical characteristics of the Chinese population with ALK‐rearranged NSCLC are not well elucidated. In the present study, we carried out targeted next‐generation sequencing on tissue and plasma ctDNA samples in 1688 patients with NSCLC. Overall, ALK fusions were detected in 70 patients (4.1%), and the frequencies of ALK fusions detected in tissue and plasma samples were 5.1% and 3.3%, respectively. Additionally, the prevalence of breakpoint locations for EML4‐ALK fusions in ctDNA was significantly correlated with that in tumor tissues (R2 = .91, P = .045). According to age, the incidence rates of ALK fusions among young (age <45 years), middle‐aged (between 45 and 70 years) and elderly (>70 years) patients were significantly different (P < .001). In 70 ALK‐rearranged cases, coexistence of epidermal growth factor receptor (EGFR) alterations and ALK fusions was detected in 12 cases (17.1%) and EGFR mutations tended to coexist with non‐EML4‐ALK rearrangements. Notably, novel ALK fusion partners, including TRIM66,SWAP70,WNK3,ERC1,TCF12 and FBN1 were identified in the present study. Among EML4‐ALK fusion variants, patients with variant V1 were younger than patients with variant V3 (P = .023), and TP53 mutations were more frequently concurrent with variant V3 compared with variant V1 (P = .009). In conclusion, these findings provide new insights into the molecular‐clinical profiles of patients with ALK‐rearranged NSCLC that may improve the treatment strategy of this population.
Collapse
Affiliation(s)
- Xiaoyun Zhou
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, China
| | - Jiawei Shou
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, China
| | - Jin Sheng
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, China
| | - Chunwei Xu
- Department of Pathology, Fujian Cancer Hospital, Fujian Medical University, Fuzhou, China
| | - Shengxiang Ren
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Xiuyu Cai
- Sun Yet-Sen University Cancer Center, Guangzhou, China
| | - Qian Chu
- Department of Oncology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wenxian Wang
- Department of Chemotherapy, Zhejiang Cancer Hospital, Hangzhou, China
| | - Qinhong Zhen
- Department of Medical Oncology, Quzhou People's Hospital, Quzhou, China
| | - Yuefen Zhou
- Department of Medical Oncology, Lishui Municipal Central Hospital, Lishui, China
| | - Wenfeng Li
- Department of Medical Oncology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Hong Pan
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, China
| | - Hongsen Li
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, China
| | - Tao Sun
- Department of Surgery, University of Chicago, Chicago, USA
| | | | - Huina Wang
- Acornmed Biotechnology Co., Ltd., Beijing, China
| | - Feng Lou
- Acornmed Biotechnology Co., Ltd., Beijing, China
| | - Chuangzhou Rao
- Department of Radiation and Chemotherapy, Hwamei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | - Shanbo Cao
- Acornmed Biotechnology Co., Ltd., Beijing, China
| | - Hongming Pan
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, China
| | - Yong Fang
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, China
| |
Collapse
|
37
|
Meng P, Wei J, Geng Y, Chen S, Terpstra MM, Huang Q, Zhang Q, Su Z, Yu W, Su M, Kok K, van den Berg A, Gu J. Targeted sequencing of circulating cell-free DNA in stage II-III resectable oesophageal squamous cell carcinoma patients. BMC Cancer 2019; 19:818. [PMID: 31429737 PMCID: PMC6701116 DOI: 10.1186/s12885-019-6025-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Accepted: 08/08/2019] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND The aim of this study was to investigate the potential of cell-free DNA (cfDNA) as a disease biomarker in oesophageal squamous cell carcinoma (ESCC) that can be used for treatment response evaluation and early detection of tumour recurrence. METHODS Matched tumour tissue, pre- and post-surgery plasma and WBCs obtained from 17 ESCC patients were sequenced using a panel of 483 cancer-related genes. RESULTS Somatic mutations were detected in 14 of 17 tumour tissues. Putative harmful mutations were observed in genes involved in well-known cancer-related pathways, including PI3K-Akt/mTOR signalling, Proteoglycans in cancer, FoxO signalling, Jak-STAT signalling, Chemokine signalling and Focal adhesion. Forty-six somatic mutations were found in pre-surgery cfDNA in 8 of 12 patients, with mutant allele frequencies (MAF) ranging from 0.24 to 4.91%. Three of the 8 patients with detectable circulating tumour DNA (ctDNA) had stage IIA disease, whereas the others had stage IIB-IIIB disease. Post-surgery cfDNA somatic mutations were detected in only 2 of 14 patients, with mutant allele frequencies of 0.28 and 0.36%. All other somatic mutations were undetectable in post-surgery cfDNA, even in samples collected within 3-4 h after surgery. CONCLUSION Our study shows that somatic mutations can be detected in pre-surgery cfDNA in stage IIA to IIIB patients, and at a lower frequency in post-surgery cfDNA. This indicates that cfDNA could potentially be used to monitor disease load, even in low disease-stage patients.
Collapse
Affiliation(s)
- Pei Meng
- Provincial Key laboratory of Infectious Diseases and Molecular Pathology, Department of Pathology and Pathophysiology, Collaborative and Creative Centre, Shantou University Medical College, Shantou, 515041 Guangdong China
- Department of Pathology and Medical Biology, University of Groningen, University Medical Centre Groningen, 9700RB Groningen, Netherlands
| | - Jiacong Wei
- Provincial Key laboratory of Infectious Diseases and Molecular Pathology, Department of Pathology and Pathophysiology, Collaborative and Creative Centre, Shantou University Medical College, Shantou, 515041 Guangdong China
- Department of Genetics, University of Groningen, University Medical Centre Groningen, 9700RB Groningen, Netherlands
| | - Yiqun Geng
- Provincial Key laboratory of Infectious Diseases and Molecular Pathology, Department of Pathology and Pathophysiology, Collaborative and Creative Centre, Shantou University Medical College, Shantou, 515041 Guangdong China
| | - Shaobin Chen
- Department of Thoracic surgery, Cancer Hospital of Shantou University, Shantou, 515041 Guangdong China
| | - Miente Martijn Terpstra
- Department of Genetics, University of Groningen, University Medical Centre Groningen, 9700RB Groningen, Netherlands
| | - Qiongyi Huang
- Provincial Key laboratory of Infectious Diseases and Molecular Pathology, Department of Pathology and Pathophysiology, Collaborative and Creative Centre, Shantou University Medical College, Shantou, 515041 Guangdong China
| | - Qian Zhang
- Provincial Key laboratory of Infectious Diseases and Molecular Pathology, Department of Pathology and Pathophysiology, Collaborative and Creative Centre, Shantou University Medical College, Shantou, 515041 Guangdong China
| | - Zuoqing Su
- Provincial Key laboratory of Infectious Diseases and Molecular Pathology, Department of Pathology and Pathophysiology, Collaborative and Creative Centre, Shantou University Medical College, Shantou, 515041 Guangdong China
| | - Wanchun Yu
- Provincial Key laboratory of Infectious Diseases and Molecular Pathology, Department of Pathology and Pathophysiology, Collaborative and Creative Centre, Shantou University Medical College, Shantou, 515041 Guangdong China
| | - Min Su
- Department of Pathology & Institute of Clinical Pathology, Shantou University Medical College, Shantou, 515041 Guangdong China
| | - Klaas Kok
- Department of Genetics, University of Groningen, University Medical Centre Groningen, 9700RB Groningen, Netherlands
| | - Anke van den Berg
- Department of Pathology and Medical Biology, University of Groningen, University Medical Centre Groningen, 9700RB Groningen, Netherlands
| | - Jiang Gu
- Provincial Key laboratory of Infectious Diseases and Molecular Pathology, Department of Pathology and Pathophysiology, Collaborative and Creative Centre, Shantou University Medical College, Shantou, 515041 Guangdong China
- Jinxin Research Institute for Reproductive Medicine and Genetics, Chengdu Jinjiang Hospital for Maternal and Child Health Care, 66 Jingxiu Road, Chengdu, 610066 China
| |
Collapse
|
38
|
Wu Z, Yang Z, Li CS, Zhao W, Liang ZX, Dai Y, Zeng J, Zhu Q, Miao KL, Cui DH, Chen LA. Non-invasive detection of EGFR and TP53 mutations through the combination of plasma, urine and sputum in advanced non-small cell lung cancer. Oncol Lett 2019; 18:3581-3590. [PMID: 31516572 PMCID: PMC6732959 DOI: 10.3892/ol.2019.10726] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 07/09/2019] [Indexed: 12/20/2022] Open
Abstract
The sensitivity and utility of liquid biopsy in clinical practice requires some improvement. The aim of the present study was to improve the detection of epidermal growth factor (EGFR) and cellular tumor antigen p53 (TP53) mutations in liquid biopsies from patients with advanced non-small cell lung cancer (NSCLC) by combining plasma, sputum and urine samples under the same sequencing platform. Plasma, sputum and urine samples, and tumor tissues were obtained from 50 patients with NSCLC and were analyzed using next-generation sequencing. The sensitivity of EGFR-sensitive mutation detection was 84% in plasma, 63% in sputum, 28% in urine, and 91% when combining the three liquid samples (P<0.001). The sensitivity of TP53 mutation detection increased from 87% in plasma to 94% when the three samples were combined (P<0.001). The sensitivity of EGFR or TP53 mutations detection was higher in patients with multiple metastatic sites compared with patients ≤1 metastatic site. In addition, the progression free survival (PFS) rates obtained following analysis of the three samples independently in patients with EGFR sensitizing mutations were similar, and were 9.0 months in the tissue sample, 7.5 months in plasma, 7.9 months in the sputum and 7.3 months in urine (P=0.721). The PFS of patients with TP53 mutations was shorter compared with patients without TP53 mutations and was as follows: Tissue, 8.2 months compared with 10.2 months (P=0.412); plasma, 8.4 months compared with 10.2 months (P=0.466); sputum, 8.3 months compared with 9.1 months (P=0.904); and when combined, 8.8 months compared with 10.3 months (P=0.599). The combination of plasma, sputum and urine increased the detection of EGFR or TP53 mutation with higher sensitivity, and may improve the predictive value of personalized treatment.
Collapse
Affiliation(s)
- Zhen Wu
- Department of Respiratory Medicine, The Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Zhen Yang
- Department of Respiratory Medicine, The Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Chun-Sun Li
- Department of Respiratory Medicine, The Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Wei Zhao
- Department of Respiratory Medicine, The Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Zhi-Xin Liang
- Department of Respiratory Medicine, The Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Yu Dai
- Department of Respiratory Medicine, The Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Jing Zeng
- Department of Endocrinology, The Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Qiang Zhu
- Department of Respiratory Medicine, The Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Kai-Ling Miao
- Department of Respiratory Medicine, The Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Dong-Hua Cui
- Department of Respiratory Medicine, The Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Liang-An Chen
- Department of Respiratory Medicine, The Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| |
Collapse
|
39
|
Choi IS, Kato S, Fanta PT, Leichman L, Okamura R, Raymond VM, Lanman RB, Lippman SM, Kurzrock R. Genomic Profiling of Blood-Derived Circulating Tumor DNA from Patients with Colorectal Cancer: Implications for Response and Resistance to Targeted Therapeutics. Mol Cancer Ther 2019; 18:1852-1862. [PMID: 31320401 DOI: 10.1158/1535-7163.mct-18-0965] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2018] [Revised: 12/03/2018] [Accepted: 07/12/2019] [Indexed: 11/16/2022]
Abstract
Molecular profiling of circulating tumor DNA (ctDNA) is a promising noninvasive tool. Here, next-generation sequencing (NGS) of blood-derived ctDNA was performed in patients with advanced colorectal cancer. We investigated ctDNA-derived genomic alterations, including potential actionability, concordance with tissue NGS, and serial dynamics in 78 patients with colorectal cancer using a clinical-grade NGS assay that detects single nucleotide variants (54-73 genes) and selected copy-number variants, fusions, and indels. Overall, 63 patients [80.8% (63/78)] harbored ctDNA alterations; 59 [75.6% (59/78)], ≥1 characterized alteration (variants of unknown significance excluded). All 59 patients had actionable alterations potentially targetable with FDA-approved drugs [on-label and/or off-label (N = 54) or with experimental drugs in clinical trials (additional five patients); University of California San Diego Molecular Tumor Board assessment]: 45, by OncoKB (http://oncokb.org/#/). The tissue and blood concordance rates for common specific alterations ranged from 62.3% to 86.9% (median = 5 months between tests). In serial samples from patients on anti-EGFR therapy, multiple emerging alterations in genes known to be involved in therapeutic resistance, including KRAS, NRAS, BRAF, EGFR, ERBB2, and MET were detected. In conclusion, over 80% of patients with stage IV colorectal cancer had detectable ctDNA, and the majority had potentially actionable alterations. Concordance between tissue and blood was between 62% and 87%, despite a median of 5 months between tests. Resistance alterations emerged on anti-EGFR therapy. Therefore, biopsy-free, noninvasive ctDNA analysis provides data relevant to the clinical setting. Importantly, sequential ctDNA analysis detects patterns of emerging resistance allowing for precision planning of future therapy.
Collapse
Affiliation(s)
- In Sil Choi
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, California.,Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul, South Korea
| | - Shumei Kato
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, California.
| | - Paul T Fanta
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, California
| | - Lawrence Leichman
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, California
| | - Ryosuke Okamura
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, California
| | - Victoria M Raymond
- Department of Medical Affairs, Guardant Health, Inc., Redwood City, California
| | - Richard B Lanman
- Department of Medical Affairs, Guardant Health, Inc., Redwood City, California
| | - Scott M Lippman
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, California
| | - Razelle Kurzrock
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, California
| |
Collapse
|
40
|
Chen J, Chen J, He F, Huang Y, Lu S, Fan H, Wang M, Xu R. Design of a Targeted Sequencing Assay to Detect Rare Mutations in Circulating Tumor DNA. Genet Test Mol Biomarkers 2019; 23:264-269. [PMID: 30986100 DOI: 10.1089/gtmb.2018.0173] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Qualitative and quantitative detection of circulating tumor DNA (ctDNA) is a liquid biopsy technology used for early cancer diagnosis. However, the plasma ctDNA content is extremely low, so it is difficult to detect somatic mutations of tumors using conventional sequencing methods. Target region sequencing (TRS) technology, through enrichment of the target genomic region followed by next generation sequencing, overcomes this challenge and has been widely used in ctDNA sequencing. METHODS We designed a ctDNA sequencing panel to capture 128 tumor genes, and tested the performance of the panel by running TRS for ctDNA of a clear cell renal cell carcinoma (ccRCC) patient and 12 breast cancer patients. RESULTS TRS using the new ctDNA panel at more than 500 × coverage depth achieved almost the same accuracy as traditional whole-exome sequencing (WES). PBRM1 p.L641V was detected in the plasma sample of the ccRCC patient with an allele frequency of 0.2%. The ctDNA of 12 breast cancer patients was sequenced at a depth of 500-fold, achieving 99.89% coverage; 34 genes were detected with mutations, including the drug target genes BRCA2, PTEN, TP53, APC, KDR, and NOTCH2. CONCLUSIONS This TRS new ctDNA panel can be used to detect mutations in cell-free DNA from multiple types of cancer.
Collapse
Affiliation(s)
- Jianxia Chen
- 1 Clinical Laboratory, Longgang Central Hospital of Shenzhen, Shenzhen, China
| | - Jun Chen
- 2 Imunobio, Shenzhen, Shenzhen, China
| | | | - Yiqiong Huang
- 3 Department of Breast Thyroid Vascular Surgery, Longgang Central Hospital of Shenzhen, Shenzhen, China
| | - Shan Lu
- 3 Department of Breast Thyroid Vascular Surgery, Longgang Central Hospital of Shenzhen, Shenzhen, China
| | - Haibo Fan
- 4 Division of ultrasonography, Shenzhen People's Hospital, Shenzhen, China
| | - Mingbang Wang
- 5 Xiamen Branch, Shanghai Key Laboratory of Birth Defects, Division of Neonatology, Children's Hospital of Fudan University, National Center for Children's Health, Shanghai, China
| | - Ruihuan Xu
- 1 Clinical Laboratory, Longgang Central Hospital of Shenzhen, Shenzhen, China
| |
Collapse
|
41
|
Zhang B, Niu X, Zhang Q, Wang C, Liu B, Yue D, Li C, Giaccone G, Li S, Gao L, Zhang H, Wang J, Yang H, Wu R, Ni P, Wang C, Ye M, Liu W. Circulating tumor DNA detection is correlated to histologic types in patients with early-stage non-small-cell lung cancer. Lung Cancer 2019; 134:108-116. [PMID: 31319968 DOI: 10.1016/j.lungcan.2019.05.034] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 05/28/2019] [Accepted: 05/30/2019] [Indexed: 02/07/2023]
Abstract
OBJECTIVES Circulating tumor DNA (ctDNA) testing in plasma in patients with non-small-cell lung cancer (NSCLC) has the potential to be a supplemental or surrogate tool for tissue biopsy. Detection of genomic abnormalities in ctDNA and their association with clinical characteristics in early-stage NSCLC need to be clarified. MATERIALS AND METHODS Here, we comprehensively analyzed gene variations of 48 tumor tissues and 48 matched preoperative (pre-op) plasma and 25 postoperative (post-op) plasma from early-stage NSCLC patients using a targeted 546 genes capture-based next generation sequencing (NGS) assay. RESULTS In early-stage NSCLC, the average mutation allele frequency (MAF) in pre-op plasma ctDNA was lower than that in tissue DNA (tDNA). The concordant gene variations between pre-op ctDNA and tDNA were difficult to detect. However, we found the tissue- pre-op plasma concordant ctDNA mutation detection ratio in lung squamous cell carcinoma (LUSC) was much higher than that in lung adenocarcinoma (LUAD). We also established a LUSC-LUAD classification model by a least absolute shrinkage and selection operator (LASSO) based approach to help separate LUAD from LUSC based on ctDNA profiling. This model included 14 gene mutations and extracted an accuracy of 89.2% in the training set and 91.5% in the testing set. Correlation analysis showed tDNA-ctDNA concordant ratio was related to histologic subtype, gene mutations and tumor size in early-stage NSCLC. CONCLUSION This study suggests histology subtype and gene mutations could affect ctDNA detection in early-stage NSCLC. NGS-based ctDNA profile has the potential utility in LUSC-LUAD classification.
Collapse
Affiliation(s)
- Bin Zhang
- Department of Lung Cancer, Tianjin Lung Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Xueliang Niu
- Tianjin Medical Laboratory, BGI-Tianjin, BGI-Shenzhen, Tianjin, China; BGI Genomics, BGI-Shenzhen, Shenzhen, China
| | - Qiang Zhang
- Department of Lung Cancer, Tianjin Lung Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Chunli Wang
- Tianjin Medical Laboratory, BGI-Tianjin, BGI-Shenzhen, Tianjin, China; BGI Genomics, BGI-Shenzhen, Shenzhen, China
| | - Bo Liu
- Tianjin Medical Laboratory, BGI-Tianjin, BGI-Shenzhen, Tianjin, China; BGI Genomics, BGI-Shenzhen, Shenzhen, China
| | - Dongsheng Yue
- Department of Lung Cancer, Tianjin Lung Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Chenguang Li
- Department of Lung Cancer, Tianjin Lung Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Giuseppe Giaccone
- Department of Lung Cancer, Tianjin Lung Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China; Georgetown University, Washington, District of Columbia, USA
| | - Shiyong Li
- BGI Genomics, BGI-Shenzhen, Shenzhen, China; BGI-Guangzhou Medical Laboratory, BGI-Shenzhen, Guangzhou, China
| | - Liuwei Gao
- Department of Lung Cancer, Tianjin Lung Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Hua Zhang
- Department of Lung Cancer, Tianjin Lung Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Jian Wang
- BGI-Shenzhen, Shenzhen, China; James D. Watson Institute of Genome Sciences, Hangzhou, China
| | - Huanming Yang
- BGI-Shenzhen, Shenzhen, China; James D. Watson Institute of Genome Sciences, Hangzhou, China
| | - Renhua Wu
- Tianjin Medical Laboratory, BGI-Tianjin, BGI-Shenzhen, Tianjin, China; BGI Genomics, BGI-Shenzhen, Shenzhen, China
| | - Peixiang Ni
- Tianjin Medical Laboratory, BGI-Tianjin, BGI-Shenzhen, Tianjin, China; BGI Genomics, BGI-Shenzhen, Shenzhen, China
| | - Changli Wang
- Department of Lung Cancer, Tianjin Lung Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China.
| | - Mingzhi Ye
- BGI Genomics, BGI-Shenzhen, Shenzhen, China; BGI-Guangzhou Medical Laboratory, BGI-Shenzhen, Guangzhou, China; BGI-Guangzhou, Guangzhou Key Laboratory of Cancer Trans-Omics Research, Guangzhou, China.
| | - Weiran Liu
- Department of Anesthesiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China.
| |
Collapse
|
42
|
Gao Z, Shang Y, Wang X, Ma Y, Yang F, Wang J, Chen K, Zhang Y. Application of circulating tumor DNA for dynamic monitoring of advanced non-small cell lung cancer treatment response: An open-label, multicenter, prospective, observational study protocol. Thorac Cancer 2019; 10:1310-1315. [PMID: 30980496 PMCID: PMC6501042 DOI: 10.1111/1759-7714.13031] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Accepted: 02/11/2019] [Indexed: 12/18/2022] Open
Abstract
Response Evaluation Criteria in Solid Tumors version 1.1 is currently considered the indicator to assess the curative effect of cancer. However, radiographic measurements often fail to detect tiny lesions or changes in the tumor burden, while tumor biomarkers possess low sensitivity and stability. Circulating tumor DNA (ctDNA) is a potential noninvasive approach that can be used to make an earlier diagnosis, monitor disease progress, and determine treatment efficacy. Previous studies of non‐small cell lung cancer (NSCLC) have not clearly determined the optimum time to monitor ctDNA. Hence, the appropriate time to evaluate ctDNA to determine the curative effects of treatment in advanced NSCLC compared to conventional imaging and tumor markers should be explored in order to prevent unnecessary side effects and to avoid continuing ineffective therapies. This protocol outlines a prospective clinical trial in which advanced NSCLC patients will be recruited and longitudinal changes in ctDNA levels with changes in radiographic tumor size or tumor biomarkers will be assessed. ctDNA will be quantified by determining the allele fraction of cancer‐associated somatic mutations in plasma using multigene next‐generation sequencing assay. Conclusions will be drawn from data collection and analysis.
Collapse
Affiliation(s)
- Zhenlin Gao
- Department of Oncology IV, First Hospital of Shijiazhuang, Shijiazhuang, China
| | - Yanhong Shang
- Department of Oncology, Affiliated Hospital of Hebei University, Baoding, China
| | - Xiaozhen Wang
- Department of Radiology, Xingtai People's Hospital, Xingtai, China
| | - Yuquan Ma
- Department of General Thoracic Surgery, Handan General Hospital, Handan, China
| | - Fan Yang
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China
| | - Jun Wang
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China
| | - Kezhong Chen
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China
| | - Yan Zhang
- Department of Oncology IV, First Hospital of Shijiazhuang, Shijiazhuang, China
| |
Collapse
|
43
|
Emaus MN, Varona M, Anderson JL. Sequence-specific preconcentration of a mutation prone KRAS fragment from plasma using ion-tagged oligonucleotides coupled to qPCR compatible magnetic ionic liquid solvents. Anal Chim Acta 2019; 1068:1-10. [PMID: 31072469 DOI: 10.1016/j.aca.2019.04.005] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2019] [Revised: 04/03/2019] [Accepted: 04/04/2019] [Indexed: 01/22/2023]
Abstract
Circulating tumor DNA (ctDNA) is a source of mutant DNA found in plasma and holds great promise in guiding cancer diagnostics, prognostics, and treatment. However, ctDNA fragments are challenging to detect in plasma due to their low abundance compared to wild-type DNA. In this study, a series of ion-tagged oligonucleotides (ITO) were synthesized using thiol-ene click chemistry and designed to selectively anneal target DNA. The ITO-DNA duplex was subsequently captured using a hydrophobic magnetic ionic liquid (MIL) as a liquid support. Extracted target DNA was quantified by adding the DNA-enriched MIL to the quantitative polymerase chain reaction (qPCR) buffer to streamline the extraction procedure. Clinically relevant concentrations of the mutation prone KRAS fragment, which has been linked to colorectal, lung, and bladder cancer, were preconcentrated using the ITO-MIL strategy allowing for enrichment factors as high as 19.49 ± 1.44 from pure water and 4.02 ± 0.50 from 10-fold diluted plasma after a 1 min extraction. Preconcentration could only be achieved when adding the ITO probe to the sample validating the selectivity of the ITO in the capture process. In addition, the amplification efficiency of qPCR was not affected when performing extractions from a diluted-plasma matrix demonstrating that the ITO-MIL approach coupled to direct-qPCR can be used to quantitate DNA from complex matrices. In comparison, commercially available steptavidin-coated magnetic beads were observed to lose selectivity when performing extractions from a 10-fold diluted plasma matrix. The selectivity of the ITO-MIL method, coupled with the ability to rapidly preconcentrate clinically relevant concentrations of target DNA from 10-fold diluted plasma, suggests that this method has the potential to be applied towards the extraction of ctDNA fragments from clinical samples.
Collapse
Affiliation(s)
- Miranda N Emaus
- Department of Chemistry, Iowa State University, 1605 Gilman Hall, Ames, IA, 50011, United States
| | - Marcelino Varona
- Department of Chemistry, Iowa State University, 1605 Gilman Hall, Ames, IA, 50011, United States
| | - Jared L Anderson
- Department of Chemistry, Iowa State University, 1605 Gilman Hall, Ames, IA, 50011, United States.
| |
Collapse
|
44
|
Potential Utility of Liquid Biopsy as a Diagnostic and Prognostic Tool for the Assessment of Solid Tumors: Implications in the Precision Oncology. J Clin Med 2019; 8:jcm8030373. [PMID: 30889786 PMCID: PMC6463095 DOI: 10.3390/jcm8030373] [Citation(s) in RCA: 87] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 02/24/2019] [Accepted: 03/13/2019] [Indexed: 02/07/2023] Open
Abstract
Liquid biopsy is a technique that utilizes circulating biomarkers in the body fluids of cancer patients to provide information regarding the genetic landscape of the cancer. It is emerging as an alternative and complementary diagnostic and prognostic tool to surgical biopsy in oncology. Liquid biopsy focuses on the detection and isolation of circulating tumor cells, circulating tumor DNA and exosomes, as a source of genomic and proteomic information in cancer patients. Liquid biopsy is expected to provide the necessary acceleratory force for the implementation of precision oncology in clinical settings by contributing an enhanced understanding of tumor heterogeneity and permitting the dynamic monitoring of treatment responses and genomic variations. However, widespread implementation of liquid biopsy based biomarker-driven therapy in the clinical practice is still in its infancy. Technological advancements have resolved many of the hurdles faced in the liquid biopsy methodologies but sufficient clinical and technical validation for specificity and sensitivity has not yet been attained for routine clinical implementation. This article provides a comprehensive review of the clinical utility of liquid biopsy and its effectiveness as an important diagnostic and prognostic tool in colorectal, breast, hepatocellular, gastric and lung carcinomas which were the five leading cancer related mortalities in 2018.
Collapse
|
45
|
Bai H, Xia J, Zhao X, Gong Z, Zhang D, Xiong L. Detection of EGFR mutations using target capture sequencing in plasma of patients with non-small-cell lung cancer. J Clin Pathol 2019; 72:379-385. [PMID: 30787028 DOI: 10.1136/jclinpath-2019-205699] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Revised: 01/23/2019] [Accepted: 01/30/2019] [Indexed: 01/06/2023]
Abstract
PURPOSE : Circulating tumour DNA (ctDNA) is a promising biomarker for detection of non-invasive epidermal growth factor receptor ( EGFR) mutations in patients with non-small-cell lung cancer (NSCLC). However, the existing methods have limitations in sensitivity or in availability. The aim was to evaluate the accuracy of capture target sequencing for detecting EGFR mutations in ctDNA. METHODS : A total of 79 patients with NSCLC and available plasma and matched tissue specimens were enrolled. Through capture target sequencing, mutations were searched in over 20 000 reads obtained from each exon region. Parameters corresponding to the limit of detection and limit of quantification were used as the thresholds for mutation detection. To evaluate the accuracy, detection of EGFR mutations in matched tissue samples was performed by target capture sequencing and the amplification refractory mutation system (ARMS). RESULTS: : EGFR mutations were discovered in 32.9 % (26/79) of the patients with NSCLC, the overall rate of consistency for the 79 paired plasma and tissue samples was 86.1 % (68/79). The sensitivity and specificity of detecting EGFR mutations in the plasma were 72.7 % and 95.7 %. In terms of the EGFR mutations identified by ARMS, the overall consistency was 78.5 % (62/79) in three groups. Of 21 patients with EGFR sensitive mutation defined by next generation sequencing in ctDNA, 20 (95.2%) showed long-term disease control with epidermal growth factor receptor tyrosine kinase inhibitor (EGFR TKI) treatment; the median progression-free survival was 10.8 months (95% CI 9.1 to 16.8). CONCLUSIONS: Target capture sequencing of ctDNA can be used for genotyping of EGFR in patients with NSCLC, which may enable a direct recommendation for EGFR TKI on the basis of positive results with plasma DNA.
Collapse
Affiliation(s)
- Hao Bai
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Jingjing Xia
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Xiaokai Zhao
- Shanghai Yunying Medical Technology Co, Shanghai, China
| | - Ziying Gong
- Shanghai Yunying Medical Technology Co, Shanghai, China
| | - Daoyun Zhang
- Shanghai Yunying Medical Technology Co, Shanghai, China
| | - Liwen Xiong
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| |
Collapse
|
46
|
Wu Z, Yang Z, Li CS, Zhao W, Liang ZX, Dai Y, Zhu Q, Miao KL, Cui DH, Chen LA. Differences in the genomic profiles of cell-free DNA between plasma, sputum, urine, and tumor tissue in advanced NSCLC. Cancer Med 2019; 8:910-919. [PMID: 30767431 PMCID: PMC6434190 DOI: 10.1002/cam4.1935] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2018] [Revised: 10/28/2018] [Accepted: 11/27/2018] [Indexed: 12/13/2022] Open
Abstract
Liquid biopsy has provided an efficient way for detection of gene alterations in advanced non-small-cell lung cancer (NSCLC). However, the correlation between systematic determination of somatic genomic alterations in liquid biopsy and tumor biopsy still remained unclear, and the concordance rate between cell-free DNA (cfDNA) and matched tumor tissue DNA needs to be increased. A prospective study was performed to detect differences in genetic profiles of cfDNA in sputum, plasma, urine, and tumor tissue from 50 advanced NSCLC patients in parallel by the same next-generation sequencing (NGS) platform. Driver genes alterations were identified in cfDNA sample and matched tumor sample, with an overall concordance rate of 86% in plasma cfDNA, 74% in sputum cfDNA, 70% in urine cfDNA, and 90% in cfDNA of combination of plasma, sputum, and urine. And the concordant rate of cfDNA in sputum in patients with smoking history was higher than that in patients without history of smoking (89% vs. 66%, P = 0.033) and equal to that in plasma cfDNA of the smoking patients (89% vs. 89%). In conclusion, sputum cfDNA can be considered as an alternative medium to liquid biopsy, while the complementarity of genomic profiles in cfDNA among plasma, sputum, and urine was beneficial to detect more diver genes alterations and improve the utility of liquid biopsy in advanced NSCLC (Liquid Biopsy for Detection of Driver Mutation in NSCLC; NCT02778854).
Collapse
Affiliation(s)
- Zhen Wu
- Respiratory Department of Chinese PLA General Hospital, Beijing, China
| | - Zhen Yang
- Respiratory Department of Chinese PLA General Hospital, Beijing, China
| | - Chun Sun Li
- Respiratory Department of Chinese PLA General Hospital, Beijing, China
| | - Wei Zhao
- Respiratory Department of Chinese PLA General Hospital, Beijing, China
| | - Zhi Xin Liang
- Respiratory Department of Chinese PLA General Hospital, Beijing, China
| | - Yu Dai
- Respiratory Department of Chinese PLA General Hospital, Beijing, China
| | - Qiang Zhu
- Respiratory Department of Chinese PLA General Hospital, Beijing, China
| | - Kai Ling Miao
- Respiratory Department of Chinese PLA General Hospital, Beijing, China
| | - Dong Hua Cui
- Respiratory Department of Chinese PLA General Hospital, Beijing, China
| | - Liang An Chen
- Respiratory Department of Chinese PLA General Hospital, Beijing, China
| |
Collapse
|
47
|
Lin X, Dong W, Lai X, Feng W, Yu X, Gu Q, Wang C, Xiao W, Zheng X. The clinical value of circulating tumor DNA detection in advanced non-small cell lung cancer. Transl Cancer Res 2019; 8:170-179. [PMID: 35116746 PMCID: PMC8797680 DOI: 10.21037/tcr.2019.01.20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Accepted: 01/14/2019] [Indexed: 11/25/2022]
Abstract
Background Circulating tumor DNA (ctDNA) is a kind of cell-free DNA which comes from tumor cells and effectively reflects the molecular characteristics of tumors, which providing us a novel method to explore its clinical therapeutic value in advanced lung cancer. Methods A total of 36 patients with advanced non-small cell lung cancer (NSCLC) were enrolled in this study, including 28 cases of adenocarcinoma and 8 cases of squamous cell carcinoma. Next-generation sequencing based ctDNA detection, tissue DNA (tDNA) detection, corresponding survival analysis, and retrospective statistics were performed to explore the feasibility of clinical practice directed by molecular characteristics in NSCLC. Results Epidermal growth factor receptor mutation (EGFR mutation) took over the highest mutation frequency (36.11%) in 36 samples, and the subsequent genes were PIK3CA, BRAF, KRAS, NRAS, MAP2K1, and GNAQ; 11 patients were detected with multiple gene mutations, including 8 cases with double gene mutations, 1 case with three gene mutations, and 2 cases with four gene mutations, and the subsequent 12-month survival observation revealed that patients with less mutations also had a longer OS (10.37±0.74 vs. 7.08±1.43 months, P=0.034). Twenty-one patients with EGFR mutation and subsequently treated with EGFR-tyrosine kinase inhibitor (TKI) combined chemotherapy, had significantly longer PFS than those with EGFR wild type and treated with chemotherapy in next 5-year monitoring test (18.00±4.41 vs. 7.33±1.58 months, P=0.024). Conclusions Gene mutation in advanced lung cancer is complex, and ctDNA detection has important guiding significance in clinical treatment of advanced NSCLC.
Collapse
Affiliation(s)
- Xiao Lin
- Department of Thoracic Radiotherapy, Zhejiang Cancer Hospital, Hangzhou 310022, China
| | - Wentao Dong
- 1Gene Bio-tech Co., Ltd., Hangzhou 310051, China
| | - Xiaojing Lai
- Department of Thoracic Radiotherapy, Zhejiang Cancer Hospital, Hangzhou 310022, China
| | - Wei Feng
- Department of Thoracic Radiotherapy, Zhejiang Cancer Hospital, Hangzhou 310022, China
| | - Xiaofu Yu
- Department of Thoracic Radiotherapy, Zhejiang Cancer Hospital, Hangzhou 310022, China
| | - Qing Gu
- Department of Thoracic Radiotherapy, Zhejiang Cancer Hospital, Hangzhou 310022, China
| | | | - Wen Xiao
- 1Gene Bio-tech Co., Ltd., Hangzhou 310051, China
| | - Xiao Zheng
- Department of Thoracic Radiotherapy, Zhejiang Cancer Hospital, Hangzhou 310022, China
| |
Collapse
|
48
|
Babji D, Nayak R, Bhat K, Kotrashetti V. Cell-free tumor DNA: Emerging reality in oral squamous cell carcinoma. J Oral Maxillofac Pathol 2019; 23:273-279. [PMID: 31516235 PMCID: PMC6714275 DOI: 10.4103/jomfp.jomfp_36_19] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
The intention of this review was to condense ongoing findings on the use of circulating DNAs from bodily fluids (blood, serum and plasma) as cancer biomarkers in patients with oral squamous cell carcinoma. Studies were collected after searching databases: PubMed and Google library. Additional search was performed through cross-check on the bibliography of selected articles. After the selection process made by two of the authors, articles which met the inclusion criteria were included in the review. Results revealed that circulating DNAs from blood, serum or plasma appear as favorable candidates as cancer biomarkers in patients suffering from oral cancer. The possibility to forecast recurrences and metastases through follow-up by quantification of candidate DNAs serve as another possible characteristic to be directed in forthcoming studies. However, methodological standardization and even sampling are required to increase the power and accuracy of results.
Collapse
Affiliation(s)
- Deepa Babji
- Department of Oral Pathology and Microbiology, Maratha Mandal's NG Halgekar Institute of Dental Sciences and Research Centre, Belgaum, Karnataka, India
| | - Ramakant Nayak
- Department of Oral Pathology and Microbiology, Maratha Mandal's NG Halgekar Institute of Dental Sciences and Research Centre, Belgaum, Karnataka, India
| | - Kishore Bhat
- Department of Microbiology, Maratha Mandal's NGH Institute of Dental Sciences, Belgaum, Karnataka, India
| | - Vijayalakshmi Kotrashetti
- Department of Oral Pathology and Microbiology, Maratha Mandal's NG Halgekar Institute of Dental Sciences and Research Centre, Belgaum, Karnataka, India
| |
Collapse
|
49
|
Yoshida R, Sasaki T, Umekage Y, Tanno S, Ono Y, Ogata M, Chiba S, Mizukami Y, Ohsaki Y. Highly sensitive detection of ALK resistance mutations in plasma using droplet digital PCR. BMC Cancer 2018; 18:1136. [PMID: 30453899 PMCID: PMC6245722 DOI: 10.1186/s12885-018-5031-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Accepted: 11/01/2018] [Indexed: 01/05/2023] Open
Abstract
Background On-target resistance mechanisms found in one-third of patients receiving anaplastic lymphoma kinase (ALK) tyrosine kinase inhibitors (TKIs) are secondary ALK mutations in ALK-rearranged non-small cell lung cancer (NSCLC). There are large variations in the resistant mutations, unlike the epithelial growth factor receptor (EGFR) T790 M seen with the use of EGFR-TKIs. Liquid biopsy approaches using cell-free DNA (cfDNA) are used for screening and monitoring of mutations in NSCLC. However, feasible protocol for the simultaneous detection of multiple secondary ALK mutations using droplet digital PCR (ddPCR) has not been developed. An efficient strategy using cfDNA in cancer diagnostics, the development of more accurate and cost-effective tools to identify informative multiple secondary ALK mutations is clinically required. Methods To establish a feasible assay to monitor ALK-TKI resistance mutations, we first evaluated the feasibility of ddPCR-based screening for cfDNA mutation detection of 10 distinct secondary ALK mutations. Positive samples were then re-analyzed using mutation-specific probes to track the growth of mutation clones with a high sensitivity. Results Blood samples from seven ALK-positive patients were analyzed using the ddPCR protocol. Secondary G1202R ALK mutations were identified in 2 of 7 patients by the screening assay. Using the mutation-specific probes, monitoring the resistant clone during the clinical course of the disease was well demonstrated in each of the patients. Conclusion The protocol for ddPCR-based liquid biopsy has a feasibility for the screening of secondary ALK-TKI resistance mutations and offers a tool for a cost-effective monitoring of progression in NSCLC. Electronic supplementary material The online version of this article (10.1186/s12885-018-5031-0) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Ryohei Yoshida
- Respiratory Center, Asahikawa Medical University, 2-1-1-1 Midorigaoka-Higashi, Asahikawa, Hokkaido, 078-8510, Japan.
| | - Takaaki Sasaki
- Respiratory Center, Asahikawa Medical University, 2-1-1-1 Midorigaoka-Higashi, Asahikawa, Hokkaido, 078-8510, Japan
| | - Yasuhiro Umekage
- Respiratory Center, Asahikawa Medical University, 2-1-1-1 Midorigaoka-Higashi, Asahikawa, Hokkaido, 078-8510, Japan
| | - Sachie Tanno
- Respiratory Center, Asahikawa Medical University, 2-1-1-1 Midorigaoka-Higashi, Asahikawa, Hokkaido, 078-8510, Japan
| | - Yusuke Ono
- Institute of Biomedical Research, Sapporo Higashi Tokushukai Hospital, Hokkaido, Japan
| | - Munehiko Ogata
- Institute of Biomedical Research, Sapporo Higashi Tokushukai Hospital, Hokkaido, Japan
| | - Shinichi Chiba
- Center for Advanced Research and Education, Asahikawa Medical University, Hokkaido, Japan
| | - Yusuke Mizukami
- Institute of Biomedical Research, Sapporo Higashi Tokushukai Hospital, Hokkaido, Japan.,Division of Gastroenterology and Hematology/Oncology, Department of Medicine, Asahikawa Medical University, Hokkaido, Japan
| | - Yoshinobu Ohsaki
- Respiratory Center, Asahikawa Medical University, 2-1-1-1 Midorigaoka-Higashi, Asahikawa, Hokkaido, 078-8510, Japan
| |
Collapse
|
50
|
Yang YC, Wang D, Jin L, Yao HW, Zhang JH, Wang J, Zhao XM, Shen CY, Chen W, Wang XL, Shi R, Chen SY, Zhang ZT. Circulating tumor DNA detectable in early- and late-stage colorectal cancer patients. Biosci Rep 2018; 38:BSR20180322. [PMID: 29914973 PMCID: PMC6066652 DOI: 10.1042/bsr20180322] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 06/13/2018] [Accepted: 06/18/2018] [Indexed: 12/15/2022] Open
Abstract
Characterization, diagnosis, and treatment of colorectal cancers (CRC) is difficult due to limited biopsy information, impracticality of repeated biopsies, and cancer biomarker fallibility. Circulating tumor DNA (ctDNA) has recently been investigated as a non-invasive way to gain representative gene mutations in tumors, in addition to monitoring disease progression and response to treatment. We analyzed ctDNA mutations and concentrations in 47 early- and late-stage CRC patients using a targetted sequencing approach using a panel that covers 50 cancer-related genes. ctDNA mutations in 37 genes were identified in 93.6% of the patients (n=47). The results showed that TP53, PIK3CA, APC, and EGFR were the most frequently mutated genes. Stage IV patients had significantly higher ctDNA concentration than Stage I patients, and increased ctDNA concentration correlated with increased tumor size. Additionally, ctDNA detection was found to be a greater predictor of disease when compared with five known commonly used tumor biomarkers. The present study supports the use of ctDNA as a liquid biopsy to gain clinical tumor information that may facilitate early diagnosis and treatment and improve CRC patient prognosis.
Collapse
Affiliation(s)
- Ying-Chi Yang
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University; Beijing Key Laboratory of Cancer Invasion and Metastasis Research and National Clinical Research Center for Digestive Diseases, Beijing 100050, China
| | - Dong Wang
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University; Beijing Key Laboratory of Cancer Invasion and Metastasis Research and National Clinical Research Center for Digestive Diseases, Beijing 100050, China
| | - Lan Jin
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University; Beijing Key Laboratory of Cancer Invasion and Metastasis Research and National Clinical Research Center for Digestive Diseases, Beijing 100050, China
| | - Hong-Wei Yao
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University; Beijing Key Laboratory of Cancer Invasion and Metastasis Research and National Clinical Research Center for Digestive Diseases, Beijing 100050, China
| | - Jing-Hui Zhang
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University; Beijing Key Laboratory of Cancer Invasion and Metastasis Research and National Clinical Research Center for Digestive Diseases, Beijing 100050, China
| | - Jin Wang
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University; Beijing Key Laboratory of Cancer Invasion and Metastasis Research and National Clinical Research Center for Digestive Diseases, Beijing 100050, China
| | - Xiao-Mu Zhao
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University; Beijing Key Laboratory of Cancer Invasion and Metastasis Research and National Clinical Research Center for Digestive Diseases, Beijing 100050, China
| | - Chun-Ying Shen
- San Valley Biotechnology Incorporated, Beijing 100094, China
| | - Wei Chen
- San Valley Biotechnology Incorporated, Beijing 100094, China
| | - Xue-Liang Wang
- San Valley Biotechnology Incorporated, Beijing 100094, China
| | - Rong Shi
- San Valley Biotechnology Incorporated, Beijing 100094, China
| | - Si-Yi Chen
- Departments of Molecular Microbiology and Immunology and Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, U.S.A
| | - Zhong-Tao Zhang
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University; Beijing Key Laboratory of Cancer Invasion and Metastasis Research and National Clinical Research Center for Digestive Diseases, Beijing 100050, China
| |
Collapse
|