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Balázs Z, Balermpas P, Ivanković I, Willmann J, Gitchev T, Bryant A, Guckenberger M, Krauthammer M, Andratschke N. Longitudinal cell-free DNA characterization by low-coverage whole-genome sequencing in patients undergoing high-dose radiotherapy. Radiother Oncol 2024; 197:110364. [PMID: 38834154 DOI: 10.1016/j.radonc.2024.110364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Revised: 05/23/2024] [Accepted: 05/28/2024] [Indexed: 06/06/2024]
Abstract
BACKGROUND AND PURPOSE Current radiotherapy guidelines rely heavily on imaging-based monitoring. Liquid biopsy monitoring promises to complement imaging by providing frequent systemic information about the tumor. In particular, cell-free DNA (cfDNA) sequencing offers a tumor-agnostic approach, which lends itself to monitoring heterogeneous cohorts of cancer patients. METHODS We collected plasma cfDNA from oligometastatic patients (OMD) and head-and-neck cancer patients (SCCHN) at six time points before, during, and after radiotherapy, and compared them to the plasma samples of healthy and polymetastatic volunteers. We performed low-pass (on average 7x) whole-genome sequencing on 93 plasma cfDNA samples and correlated copy number alterations and fragment length distributions to clinical and imaging findings. RESULTS We observed copy number alterations in 4/7 polymetastatic cancer patients, 1/7 OMD and 1/7 SCCHN patients, these patients' imaging showed progression following radiotherapy. Using unsupervised learning, we identified cancer-specific fragment length features that showed a strong correlation with copy number-based tumor fraction estimates. In 4/4 HPV-positive SCCHN patient samples, we detected viral DNA that enabled the monitoring of very low tumor fraction samples. CONCLUSIONS Our results indicate that an elevated tumor fraction is associated with tumor aggressiveness and systemic tumor spread. This information may be used to adapt treatment strategies. Further, we show that by detecting specific sequences such as viral DNA, the sensitivity of detecting cancer from cell-free DNA sequencing data can be greatly increased.
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Affiliation(s)
- Zsolt Balázs
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland; Department of Biomedical Informatics, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Panagiotis Balermpas
- Department of Radiation Oncology, University Hospital of Zurich, University of Zurich, Zurich, Switzerland
| | - Ivna Ivanković
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland; Department of Biomedical Informatics, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Jonas Willmann
- Department of Radiation Oncology, University Hospital of Zurich, University of Zurich, Zurich, Switzerland
| | - Todor Gitchev
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland; Department of Biomedical Informatics, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Asher Bryant
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Matthias Guckenberger
- Department of Radiation Oncology, University Hospital of Zurich, University of Zurich, Zurich, Switzerland
| | - Michael Krauthammer
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland; Department of Biomedical Informatics, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
| | - Nicolaus Andratschke
- Department of Radiation Oncology, University Hospital of Zurich, University of Zurich, Zurich, Switzerland.
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Ravi N, Gupta P, Bal A, Prasad KT, Garg M, Kapoor R, Singh N. Chemotherapy related changes in cfDNA levels in squamous non-small cell lung cancer: correlation with symptom scores and radiological responses. EXPLORATION OF TARGETED ANTI-TUMOR THERAPY 2024; 5:508-521. [PMID: 38966173 PMCID: PMC11222716 DOI: 10.37349/etat.2024.00232] [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: 12/22/2022] [Accepted: 01/08/2024] [Indexed: 07/06/2024] Open
Abstract
Aim There is limited data on prognostic value of baseline plasma cell free DNA (cfDNA) in advanced squamous non-small cell lung cancer (sq-NSCLC). This prospective observational study aimed to assess change in plasma cfDNA levels in locally-advanced/metastatic sq-NSCLC with chemotherapy and its correlation with symptom-scores and radiological-responses. Methods Chemotherapy-naive patients with stages-IIIB/IIIC/IV sq-NSCLC (n = 59), smokers with chronic obstructive pulmonary disease [COPD, COPD-controls (CC); n = 27] and healthy-controls (n = 25) were enrolled. Respiratory symptom burden (RSB) and total symptom burden (TSB) were calculated from mean visual-analog-scores (VAS) of dyspnoea, cough, chest pain, hemoptysis RSB, anorexia and fatigue (all six for TSB). cfDNA was isolated from peripheral blood. All patients received platinum-doublet chemotherapy. RSB/TSB/cfDNA assessment and contrast-enhanced computed tomography (CECT)-thorax scans were done at baseline and post-chemotherapy. Results At baseline, 13/59 (22%) sq-NSCLC, 3/27 (11%) CC and none (0%) healthy-controls had detectable cfDNA. All three CC were heavy smokers with no evidence of malignancy and undetectable cfDNA levels on repeat testing. In sq-NSCLC group, majority were males (95%), current-smokers (88%), heavy-smokers (70%), had metastatic disease (59%) with median age of 65 years. Eastern Co-operative Oncology Group (ECOG) performance status (PS) was 0-1 (56%) and 2 (42%). Median RSB- and TSB-scores were 9 [interquartile range (IQR) = 5-14] and 16 (IQR = 9-23), respectively. Of the 59 patients, 54 received ≥ 1 cycle while 27 underwent post-C4 evaluation with detectable cfDNA levels in 18/27 (66.7%). No baseline characteristic correlated with cfDNA detectability. Median overall survival (OS) and progression-free survival (PFS) were 262 days and 167 days, respectively. ECOG PS ≥ 2, RSB-score > 9 and TSB-score > 16 were all associated with worse OS and PFS as was cfDNA detectability [median OS = 97 days vs. 298 days and median PFS = 97 days vs. 197 days; P = 0.025; hazard ratio (HR) = 2.17]. Conclusions Baseline cfDNA detectability is independently associated with poor OS and PFS in patients with advanced sq-NSCLC on chemotherapy.
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Affiliation(s)
- Nithiyanandan Ravi
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India
| | - Parul Gupta
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India
| | - Amanjit Bal
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India
| | - Kuruswamy Thurai Prasad
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India
| | - Mandeep Garg
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India
| | - Rakesh Kapoor
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India
| | - Navneet Singh
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India
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Peng WW, Liu Y, Sha HH, Wen SD, Fang Y, Zhou GR. Relationship between plasma circulating cell-free DNA concentration and treatment outcomes including prognosis in patients with advanced non-small cell lung cancer. BMC Pulm Med 2023; 23:348. [PMID: 37710221 PMCID: PMC10503004 DOI: 10.1186/s12890-023-02586-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Accepted: 07/27/2023] [Indexed: 09/16/2023] Open
Abstract
BACKGROUND Some research found that elevated plasma cell-free DNA (cfDNA) concentrations and poor prognosis are associated in non-small cell lung cancer (NSCLC). However, more studies need to be carried out to verify this conclusion. Therefore, this study investigated the relationship between cfDNA concentration and treatment outcomes including prognosis in patients with advanced NSCLC. METHODS We retrospectively collected medical records and cfDNA data from 160 patients with advanced NSCLC. Progression-free survival (PFS) were calculated using the Kaplan-Meier method and were compared between groups using the log rank test. Cox regression analysis was used for estimating the independent predictors of PFS. And we used logistic regression to evaluate the relationship between baseline biomarkers and efficacy. In our study, BT1 cfDNA, BT2 cfDNA, and BT3 cfDNA were defined as cfDNA concentration before the first treatment (baseline cfDNA concentration), cfDNA concentration before the second treatment, and cfDNA concentration before the third treatment, respectively. RESULTS Patients with low cfDNA (BT1 cfDNA < 15 (ng/mL)) were reported a significantly prolonged median progression-free survival (mPFS) compared with patients with patients with high cfDNA (BT1 cfDNA ≥ 15(ng/mL)) (mPFS: 14.6 vs. 8.3 months, P = 0.002), as well as patients with neutrophil/lymphocyte ratio (NLR)<2.98 (mPFS: 13.1 vs. 7.9 months, P = 0.023). In addition, Cox proportional hazards regression analysis identified independent indicators associated with PFS including BT1 cfDNA ≥ 15 (ng/mL), NLR ≥ 2.98 and extrapulmonary metastasis. The best cut-off value for BT3 cfDNA for predicting disease progression is 41.46 (ng/mL) (Area Under the Curve (AUC): 0.652, 95%CI: 0.516-0.788), achieving 90.7% sensitivity and 37.5% specificity for the prediction of disease progression. BT3 cfDNA (OR = 6.08, 95% CI: 1.94-19.57, P = 0.002) was an independent factor for disease progression in patients with advanced NSCLC. CONCLUSIONS BT1 cfDNA may be a biomarker to assess the prognosis of advanced NSCLC. Patients with advanced NSCLC with lower cfDNA and NLR before treatment had a better prognosis. Increased BT3 cfDNA concentration was an independent factor of disease progression in advanced NSCLC patients. These findings may assist in identifying high-risk patients and guiding treatment strategies.
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Affiliation(s)
- Wei-Wei Peng
- Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Baiziting 42, Nanjing, 210009, Jiangsu, China
| | - Ying Liu
- Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Baiziting 42, Nanjing, 210009, Jiangsu, China
| | - Huan-Huan Sha
- Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Baiziting 42, Nanjing, 210009, Jiangsu, China
| | - Shao-Di Wen
- Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Baiziting 42, Nanjing, 210009, Jiangsu, China
| | - Ying Fang
- Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Baiziting 42, Nanjing, 210009, Jiangsu, China.
| | - Guo-Ren Zhou
- Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Baiziting 42, Nanjing, 210009, Jiangsu, China.
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Dao J, Conway PJ, Subramani B, Meyyappan D, Russell S, Mahadevan D. Using cfDNA and ctDNA as Oncologic Markers: A Path to Clinical Validation. Int J Mol Sci 2023; 24:13219. [PMID: 37686024 PMCID: PMC10487653 DOI: 10.3390/ijms241713219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 08/21/2023] [Accepted: 08/22/2023] [Indexed: 09/10/2023] Open
Abstract
The detection of circulating tumor DNA (ctDNA) in liquid biopsy samples as an oncological marker is being used in clinical trials at every step of clinical management. As ctDNA-based liquid biopsy kits are developed and used in clinics, companies work towards increased convenience, accuracy, and cost over solid biopsies and other oncological markers. The technology used to differentiate ctDNA and cell-free DNA (cfDNA) continues to improve with new tests and methodologies being able to detect down to mutant allele frequencies of 0.001% or 1/100,000 copies. Recognizing this development in technology, the FDA has recently given pre-market approval and breakthrough device designations to multiple companies. The purpose of this review is to look at the utility of measuring total cfDNA, techniques used to differentiate ctDNA from cfDNA, and the utility of different ctDNA-based liquid biopsy kits using relevant articles from PubMed, clinicaltrials.gov, FDA approvals, and company newsletters. Measuring total cfDNA could be a cost-effective, viable prognostic marker, but various factors do not favor it as a monitoring tool during chemotherapy. While there may be a place in the clinic for measuring total cfDNA in the future, the lack of standardization means that it is difficult to move forward with large-scale clinical validation studies currently. While the detection of ctDNA has promising standardized liquid biopsy kits from various companies with large clinical trials ongoing, their applications in screening and minimal residual disease can suffer from lower sensitivity. However, researchers are working towards solutions to these issues with innovations in technology, multi-omics, and sampling. With great promise, further research is needed before liquid biopsies can be recommended for everyday clinical management.
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Affiliation(s)
- Jonathan Dao
- Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Patrick J. Conway
- Mays Cancer Center, University of Texas Health, San Antonio, TX 78229, USA
- Graduate School of Biomedical Sciences, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Baskaran Subramani
- Mays Cancer Center, University of Texas Health, San Antonio, TX 78229, USA
- Graduate School of Biomedical Sciences, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Devi Meyyappan
- Mays Cancer Center, University of Texas Health, San Antonio, TX 78229, USA
| | - Sammy Russell
- Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Daruka Mahadevan
- Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX 78229, USA
- Mays Cancer Center, University of Texas Health, San Antonio, TX 78229, USA
- Graduate School of Biomedical Sciences, University of Texas Health San Antonio, San Antonio, TX 78229, USA
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ÖZGÜR E, YILDIZ A, BADEMLER S, GEZER U. Kan Plazmasında Satellit-2 Tekrar Elementi DNA Dizilerinin Karakterizasyonu. İSTANBUL GELIŞIM ÜNIVERSITESI SAĞLIK BILIMLERI DERGISI 2022. [DOI: 10.38079/igusabder.1105142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Amaç: Son yıllarda tıp biliminin farklı disiplinlerinde sıkça karşılaşılan kavramlardan biri olan “sıvı biyopsi”, hastaların tanı, prognoz analizi ve tedaviye cevabını değerlendirme gibi konularda girişimsel doku biyopsisi yerine, kan ve çeşitli vücut sıvılarındaki moleküler ve epigenetik biyobelirteçlerin kullanılmasını içerir. Dolaşımda serbest halde dolaşan DNA’da (‘cell-free DNA’, cfDNA) kanser hücrelerine özgü gen mutasyonlarının saptanması, kanser hücrelerinin içeriğinin vücut sıvılarına geçtiğinin kesin kanıtı olarak kabul edilmektedir. cfDNA’nın bileşiminin belirlenmesine yönelik dizileme çalışmaları, perisentrik satellit DNA dizilerinin, cfDNA’da genom oranlarına kıyasla daha fazla oranda temsil edildiğini bildirmiştir. Bu çalışmada, kanser açısından spesifik dizilerin saptanması amacıyla, Sat-2 dizilerinin polimeraz zincir reaksiyonunda (PCR) çoğaltılmaları sonrasında daha detaylı karakterizasyonu amaçlanmıştır.Yöntem: Çalışmada, sağlıklı ve metastatik meme kanserli hastaların plazmalarından 1. ve 10. kromozoma spesifik Sat-2 dizileri PCR ile çoğaltıldıktan sonra, otomatik elektroforez sisteminde ayrıştırıldılar.Bulgular: Yapılan büyüklük analizinde, iki bölgeden çok sayıda amplikon oluştuğu, bunların yaklaşık %50’ni sırasıyla 143 ve 115 bç uzunluğunda ürünlerin oluşturduğu belirlenmiştir. Bu iki PCR amplikonunun miktarı meme kanserli hastalarda daha yüksek olarak hesaplandı. Onuncu kromozoma özgü 115 bç’lik fargman dışındaki Sat-2 dizileri açısından kontroller ile hastalar arasında önemli farklar olduğu belirlenmiştir.Sonuç: Çalışma kapsamında elde edilen bulgular, Sat-2 tekrar elementine ait DNA dizilerinin sekanslanması sonrası kansere spesifik hedef bölgelerin saptanabileceğini ortaya koymaktadır.
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Affiliation(s)
- Emre ÖZGÜR
- İSTANBUL ÜNİVERSİTESİ, ONKOLOJİ ENSTİTÜSÜ, TEMEL ONKOLOJİ ANABİLİM DALI
| | - Anıl YILDIZ
- İSTANBUL ÜNİVERSİTESİ, ONKOLOJİ ENSTİTÜSÜ, KLİNİK ONKOLOJİ ANABİLİM DALI
| | - Süleyman BADEMLER
- İSTANBUL OKAN ÜNİVERSİTESİ, TIP FAKÜLTESİ, CERRAHİ TIP BİLİMLERİ BÖLÜMÜ, GENEL CERRAHİ ANABİLİM DALI
| | - Uğur GEZER
- İSTANBUL ÜNİVERSİTESİ, ONKOLOJİ ENSTİTÜSÜ, TEMEL ONKOLOJİ ANABİLİM DALI
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Telekes A, Horváth A. The Role of Cell-Free DNA in Cancer Treatment Decision Making. Cancers (Basel) 2022; 14:6115. [PMID: 36551600 PMCID: PMC9776613 DOI: 10.3390/cancers14246115] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 11/28/2022] [Accepted: 11/30/2022] [Indexed: 12/14/2022] Open
Abstract
The aim of this review is to evaluate the present status of the use of cell-free DNA and its fraction of circulating tumor DNA (ctDNA) because this year July 2022, an ESMO guideline was published regarding the application of ctDNA in patient care. This review is for clinical oncologists to explain the concept, the terms used, the pros and cons of ctDNA; thus, the technical aspects of the different platforms are not reviewed in detail, but we try to help in navigating the current knowledge in liquid biopsy. Since the validated and adequately sensitive ctDNA assays have utility in identifying actionable mutations to direct targeted therapy, ctDNA may be used for this soon in routine clinical practice and in other different areas as well. The cfDNA fragments can be obtained by liquid biopsy and can be used for diagnosis, prognosis, and selecting among treatment options in cancer patients. A great proportion of cfDNA comes from normal cells of the body or from food uptake. Only a small part (<1%) of it is related to tumors, originating from primary tumors, metastatic sites, or circulating tumor cells (CTCs). Soon the data obtained from ctDNA may routinely be used for finding minimal residual disease, detecting relapse, and determining the sites of metastases. It might also be used for deciding appropriate therapy, and/or emerging resistance to the therapy and the data analysis of ctDNA may be combined with imaging or other markers. However, to achieve this goal, further clinical validations are inevitable. As a result, clinicians should be aware of the limitations of the assays. Of course, several open questions are still under research and because of it cfDNA and ctDNA testing are not part of routine care yet.
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Affiliation(s)
- András Telekes
- Omnimed-Etosz, Ltd., 81 Széher Rd., 1021 Budapest, Hungary
- Semmelweis University, 26. Üllői Rd., 1085 Budapest, Hungary
| | - Anna Horváth
- Department of Internal Medicine and Haematology, Semmelweis University, 46. Szentkirályi Rd., 1088 Budapest, Hungary
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Gristina V, Barraco N, La Mantia M, Castellana L, Insalaco L, Bono M, Perez A, Sardo D, Inguglia S, Iacono F, Cutaia S, Bazan Russo TD, Francini E, Incorvaia L, Badalamenti G, Russo A, Galvano A, Bazan V. Clinical Potential of Circulating Cell-Free DNA (cfDNA) for Longitudinally Monitoring Clinical Outcomes in the First-Line Setting of Non-Small-Cell Lung Cancer (NSCLC): A Real-World Prospective Study. Cancers (Basel) 2022; 14:cancers14236013. [PMID: 36497493 PMCID: PMC9735435 DOI: 10.3390/cancers14236013] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/29/2022] [Accepted: 11/30/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Despite the increasing implementation of targeted and immunotherapy-based treatments, the prognosis of patients with advanced NSCLC remains dismal. We prospectively evaluated longitudinal plasma cfDNA kinetics as an early marker of therapeutic efficacy in patients with advanced NSCLC undergoing standard first-line treatments. METHODS From February 2020 to May 2022, treatment-naïve patients with advanced NSCLC were consecutively enrolled at the Medical Oncology Unit of the Paolo Giaccone University Hospital, Palermo (Italy). We quantified cfDNA in terms of ng/μL using a QubitTM dsDNA HS Assay Kit. The agreement between the cfDNA and radiologic response was evaluated from baseline (T0) to the radiologic evaluation (T1). RESULTS A total of 315 liquid biopsy samples were collected from 63 patients at baseline, with a total of 235 paired plasma samples from 47 patients at disease re-evaluation. A fair concordance was observed between early and durable radiographic and cfDNA response (Cohen's kappa coefficient = 0.001); 11 and 18 patients receiving TKI (Pearson's chi-squared test = 4.278; Cohen's kappa coefficient = 0.039) and IO treatments (Pearson's chi-squared test = 7.481; Cohen's kappa coefficient = 0.006) showed a significant and durable association between cfDNA dynamics and the first radiologic evaluation, whereas among the 18 patients undergoing CT, no significant correlation was observed (Pearson's chi-squared test = 0.720; Cohen's kappa coefficient = 0.396). The ECOG-PS 2 patients presented with the mean baseline cfDNA levels 2.6-fold higher than those with ECOG-PS 0-1 (1.71 vs. 0.65 ng/µL; p = 0.105). CONCLUSIONS Our real-world study demonstrates that quantitative changes in cfDNA values correlated with responses to therapy and relapse of disease in treatment-naïve patients with advanced NSCLC undergoing TKI- and IO-based treatments.
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Affiliation(s)
- Valerio Gristina
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Nadia Barraco
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Maria La Mantia
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Luisa Castellana
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Lavinia Insalaco
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Marco Bono
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Alessandro Perez
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Delia Sardo
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Sara Inguglia
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Federica Iacono
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Sofia Cutaia
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | | | - Edoardo Francini
- Department of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy
| | - Lorena Incorvaia
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Giuseppe Badalamenti
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Antonio Russo
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
- Correspondence:
| | - Antonio Galvano
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Viviana Bazan
- Department of Experimental Biomedicine and Clinical Neurosciences, School of Medicine, University of Palermo, 90127 Palermo, Italy
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The Overview of Perspectives of Clinical Application of Liquid Biopsy in Non-Small-Cell Lung Cancer. Life (Basel) 2022; 12:life12101640. [PMID: 36295075 PMCID: PMC9604747 DOI: 10.3390/life12101640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 10/12/2022] [Accepted: 10/17/2022] [Indexed: 01/19/2023] Open
Abstract
The standard diagnostics procedure for non-small-cell lung cancer (NSCLC) requires a pathological evaluation of tissue samples obtained by surgery or biopsy, which are considered invasive sampling procedures. Due to this fact, re-sampling of the primary tumor at the moment of progression is limited and depends on the patient’s condition, even if it could reveal a mechanism of resistance to applied therapy. Recently, many studies have indicated that liquid biopsy could be provided for the noninvasive management of NSCLC patients who receive molecularly targeted therapies or immunotherapy. The liquid biopsy of neoplastic patients harbors small fragments of circulating-free DNA (cfDNA) and cell-free RNA (cfRNA) secreted to the circulation from normal cells, as well as a subset of tumor-derived circulating tumor cells (CTCs) or circulating tumor DNA (ctDNA). In NSCLC patients, a longitudinal assessment of genetic alterations in “druggable” genes in liquid biopsy might improve the follow-up of treatment efficacy and allow for the detection of an early progression before it is detectable in computed tomography or a clinical image. However, a liquid biopsy may be used to determine a variety of relevant molecular or genetic information for understanding tumor biology and its evolutionary trajectories. Thus, liquid biopsy is currently associated with greater hope for common diagnostic and clinical applications. In this review, we would like to highlight diagnostic challenges in the application of liquid biopsy into the clinical routine and indicate its implications on the metastatic spread of NSCLC or monitoring of personalized treatment regimens.
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Brusca SB, Elinoff JM, Zou Y, Jang MK, Kong H, Demirkale CY, Sun J, Seifuddin F, Pirooznia M, Valantine HA, Tanba C, Chaturvedi A, Graninger GM, Harper B, Chen LY, Cole J, Kanwar M, Benza RL, Preston IR, Agbor-Enoh S, Solomon MA. Plasma Cell-Free DNA Predicts Survival and Maps Specific Sources of Injury in Pulmonary Arterial Hypertension. Circulation 2022; 146:1033-1045. [PMID: 36004627 PMCID: PMC9529801 DOI: 10.1161/circulationaha.121.056719] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 07/15/2022] [Indexed: 01/24/2023]
Abstract
BACKGROUND Cell-free DNA (cfDNA) is a noninvasive marker of cellular injury. Its significance in pulmonary arterial hypertension (PAH) is unknown. METHODS Plasma cfDNA was measured in 2 PAH cohorts (A, n=48; B, n=161) and controls (n=48). Data were collected for REVEAL 2.0 (Registry to Evaluate Early and Long-Term PAH Disease Management) scores and outcome determinations. Patients were divided into the following REVEAL risk groups: low (≤6), medium (7-8), and high (≥9). Total cfDNA concentrations were compared among controls and PAH risk groups by 1-way analysis of variance. Log-rank tests compared survival between cfDNA tertiles and REVEAL risk groups. Areas under the receiver operating characteristic curve were estimated from logistic regression models. A sample subset from cohort B (n=96) and controls (n=16) underwent bisulfite sequencing followed by a deconvolution algorithm to map cell-specific cfDNA methylation patterns, with concentrations compared using t tests. RESULTS In cohort A, median (interquartile range) age was 62 years (47-71), with 75% female, and median (interquartile range) REVEAL 2.0 was 6 (4-9). In cohort B, median (interquartile range) age was 59 years (49-71), with 69% female, and median (interquartile range) REVEAL 2.0 was 7 (6-9). In both cohorts, cfDNA concentrations differed among patients with PAH of varying REVEAL risk and controls (analysis of variance P≤0.002) and were greater in the high-risk compared with the low-risk category (P≤0.002). In cohort B, death or lung transplant occurred in 14 of 54, 23 of 53, and 35 of 54 patients in the lowest, middle, and highest cfDNA tertiles, respectively. cfDNA levels stratified as tertiles (log-rank: P=0.0001) and REVEAL risk groups (log-rank: P<0.0001) each predicted transplant-free survival. The addition of cfDNA to REVEAL improved discrimination (area under the receiver operating characteristic curve, 0.72-0.78; P=0.02). Compared with controls, methylation analysis in patients with PAH revealed increased cfDNA originating from erythrocyte progenitors, neutrophils, monocytes, adipocytes, natural killer cells, vascular endothelium, and cardiac myocytes (Bonferroni adjusted P<0.05). cfDNA concentrations derived from erythrocyte progenitor cells, cardiac myocytes, and vascular endothelium were greater in patients with PAH with high-risk versus low-risk REVEAL scores (P≤0.02). CONCLUSIONS Circulating cfDNA is elevated in patients with PAH, correlates with disease severity, and predicts worse survival. Results from cfDNA methylation analyses in patients with PAH are consistent with prevailing paradigms of disease pathogenesis.
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Affiliation(s)
- Samuel B Brusca
- Pulmonary Arterial Hypertension Section of the Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, MD
- Department of Internal Medicine, Division of Cardiology, University of California, San Francisco, CA
| | - Jason M Elinoff
- Pulmonary Arterial Hypertension Section of the Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, MD
| | - Yvette Zou
- Pulmonary Arterial Hypertension Section of the Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, MD
| | - Moon Kyoo Jang
- Division of Intramural Research, National Heart, Lung and Blood Institute, Bethesda, MD
- Genomic Research Alliance for Transplantation (GRAfT), Bethesda, MD
| | - Hyesik Kong
- Division of Intramural Research, National Heart, Lung and Blood Institute, Bethesda, MD
- Genomic Research Alliance for Transplantation (GRAfT), Bethesda, MD
| | - Cumhur Y Demirkale
- Pulmonary Arterial Hypertension Section of the Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, MD
| | - Junfeng Sun
- Pulmonary Arterial Hypertension Section of the Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, MD
| | - Fayaz Seifuddin
- Division of Intramural Research, National Heart, Lung and Blood Institute, Bethesda, MD
| | - Mehdi Pirooznia
- Division of Intramural Research, National Heart, Lung and Blood Institute, Bethesda, MD
| | - Hannah A Valantine
- Genomic Research Alliance for Transplantation (GRAfT), Bethesda, MD
- Department of Internal Medicine, Stanford University School of Medicine, Palo Alto, CA
| | - Carl Tanba
- Department of Internal Medicine, Division of Pulmonary, Critical Care and Sleep Medicine, Tufts Medical Center, Boston, MA
| | - Abhishek Chaturvedi
- Pauley Heart Center, Virginia Commonwealth University School of Medicine, Richmond, VA
| | - Grace M Graninger
- Pulmonary Arterial Hypertension Section of the Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, MD
| | - Bonnie Harper
- Pulmonary Arterial Hypertension Section of the Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, MD
| | - Li-Yuan Chen
- Pulmonary Arterial Hypertension Section of the Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, MD
| | - Justine Cole
- Department of Laboratory Medicine, National Institutes of Health Clinical Center, Bethesda, MD
| | - Manreet Kanwar
- Cardiovascular Institute at Allegheny Health Network, Pittsburgh, PA
| | - Raymond L Benza
- Departent of Internal Medicine, Division of Cardiovascular Medicine, The Ohio State University Wexner Medical Center, Columbus, OH
| | - Ioana R Preston
- Department of Internal Medicine, Division of Pulmonary, Critical Care and Sleep Medicine, Tufts Medical Center, Boston, MA
| | - Sean Agbor-Enoh
- Division of Intramural Research, National Heart, Lung and Blood Institute, Bethesda, MD
- Genomic Research Alliance for Transplantation (GRAfT), Bethesda, MD
- Department of Internal Medicine, Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Michael A Solomon
- Pulmonary Arterial Hypertension Section of the Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, MD
- Cardiology Branch, National Heart, Lung, and Blood Institute of the National Institutes of Health, Bethesda, MD
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10
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The clinical value of circulating free tumor DNA in testicular germ cell tumor patients. Urol Oncol 2022; 40:412.e15-412.e24. [DOI: 10.1016/j.urolonc.2022.04.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 03/04/2022] [Accepted: 04/30/2022] [Indexed: 11/15/2022]
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11
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Ferchiou S, Caza F, de Boissel PGJ, Villemur R, St-Pierre Y. Applying the concept of liquid biopsy to monitor the microbial biodiversity of marine coastal ecosystems. ISME COMMUNICATIONS 2022; 2:61. [PMID: 37938655 PMCID: PMC9723566 DOI: 10.1038/s43705-022-00145-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 06/28/2022] [Accepted: 07/08/2022] [Indexed: 10/04/2023]
Abstract
Liquid biopsy (LB) is a concept that is rapidly gaining ground in the biomedical field. Its concept is largely based on the detection of circulating cell-free DNA (ccfDNA) fragments that are mostly released as small fragments following cell death in various tissues. A small percentage of these fragments are from foreign (nonself) tissues or organisms. In the present work, we applied this concept to mussels, a sentinel species known for its high filtration capacity of seawater. We exploited the capacity of mussels to be used as natural filters to capture environmental DNA fragments of different origins to provide information on the biodiversity of marine coastal ecosystems. Our results showed that hemolymph of mussels contains DNA fragments that varied considerably in size, ranging from 1 to 5 kb. Shotgun sequencing revealed that a significant amount of DNA fragments had a nonself microbial origin. Among these, we found DNA fragments derived from bacteria, archaea, and viruses, including viruses known to infect a variety of hosts that commonly populate coastal marine ecosystems. Taken together, our study shows that the concept of LB applied to mussels provides a rich and yet unexplored source of knowledge regarding the microbial biodiversity of a marine coastal ecosystem.
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Affiliation(s)
- Sophia Ferchiou
- INRS-Centre Armand-Frappier Santé Biotechnologie, Laval, Québec, H7V 1B7, Canada
| | - France Caza
- INRS-Centre Armand-Frappier Santé Biotechnologie, Laval, Québec, H7V 1B7, Canada
| | | | - Richard Villemur
- INRS-Centre Armand-Frappier Santé Biotechnologie, Laval, Québec, H7V 1B7, Canada
| | - Yves St-Pierre
- INRS-Centre Armand-Frappier Santé Biotechnologie, Laval, Québec, H7V 1B7, Canada.
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12
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Circulating Cell-Free DNA Profiling Predicts the Therapeutic Outcome in Advanced Hepatocellular Carcinoma Patients Treated with Combination Immunotherapy. Cancers (Basel) 2022; 14:cancers14143367. [PMID: 35884434 PMCID: PMC9320668 DOI: 10.3390/cancers14143367] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 07/06/2022] [Accepted: 07/08/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary Atezolizumab/bevacizumab (Atezo/Bev) combination immunotherapy has become a front-line therapy for unresectable hepatocellular carcinoma (u-HCC), but some patients are initially nonresponders. We investigated the potential of cell-free DNA (cfDNA)/circulating tumor DNA (ctDNA) as biomarkers for predicting the therapeutic outcome of u-HCC patients treated with anti-programmed cell death1-ligand1 (PD-L1)/vascular endothelial growth factor (VEGF) therapy. Patients with high levels of cfDNA showed a significantly lower overall response rate and shorter progression-free survival and overall survival (OS) than those with low levels of cfDNA. Ultradeep sequencing of cfDNA showed that the telomerase reverse transcriptase (TERT) promoter, tumor protein 53 (TP53) and catenin beta 1 (CTNNB1) were the most frequently mutated genes in ctDNA. Lastly, a TERT ctDNA mutation and a high alpha-fetoprotein (AFP) level were independent predictors of shorter OS in u-HCC patients treated with Atezo/Bev therapy and could stratify their prognoses. Collectively, cfDNA/ctDNA profiling may be useful to predict therapeutic outcome in u-HCC patients treated with Atezo/Bev therapy. Abstract Combination immunotherapy with anti-programmed cell death1-ligand1 (PD-L1) and anti-vascular endothelial growth factor (VEGF) antibodies has become the standard treatment for patients with unresectable HCC (u-HCC). However, limited patients obtain clinical benefits. Cell-free DNA (cfDNA) in peripheral blood contains circulating tumor DNA (ctDNA) that reflects molecular abnormalities in tumor tissue. We investigated the potential of cfDNA/ctDNA as biomarkers for predicting the therapeutic outcome in u-HCC patients treated with anti-PD-L1/VEGF therapy. We enrolled a multicenter cohort of 85 HCC patients treated with atezolizumab and bevacizumab (Atezo/Bev) between 2020 and 2021. Pretreatment plasma was collected, and cfDNA levels were quantified. Ultradeep sequencing of cfDNA was performed with a custom-made panel for detecting mutations in 25 HCC-related cancer genes. We evaluated the association of cfDNA/ctDNA profiles and clinical outcomes. Patients with high plasma cfDNA levels showed a significantly lower response rate and shorter progression-free survival and overall survival (OS) than those with low cfDNA levels. ctDNA detected in 55% of HCC patients included the telomerase reverse transcriptase (TERT) promoter in 31% of these patients, tumor protein 53 (TP53) in 21%, catenin beta 1 (CTNNB1) in 13% and phosphatase and tensin homolog (PTEN) in 7%. The presence or absence of ctDNA did not predict the efficacy of Atezo/Bev therapy. Twenty-six patients with a TERT mutation had significantly shorter OS than those without. The presence of a TERT mutation and alpha-fetoprotein (AFP) ≥ 400 ng/mL were independent predictors of poor OS according to multivariate Cox proportional hazard analysis and could be used to stratify patients treated with Atezo/Bev therapy based on prognosis. In conclusion, pretreatment cfDNA/ctDNA profiling may be useful for predicting the therapeutic outcome in u-HCC patients treated with anti-PD-L1/VEGF therapy.
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13
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Sankar K, Zeinali M, Nagrath S, Ramnath N. Molecular biomarkers and liquid biopsies in lung cancer. Semin Oncol 2022; 49:S0093-7754(22)00047-1. [PMID: 35820969 DOI: 10.1053/j.seminoncol.2022.06.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 06/13/2022] [Accepted: 06/13/2022] [Indexed: 12/27/2022]
Abstract
Liquid biopsy refers to the identification of tumor-derived materials in body fluids including in blood circulation. In the age of immunotherapy and targeted therapies used for the treatment of advanced malignancies, molecular analysis of the tumor is considered a crucial step to guide management. In lung cancer, the concept of liquid biopsies is particularly relevant given the invasiveness of tumor biopsies in certain locations, and the potential risks of biopsy in a patient population with significant co-morbidities. Liquid biopsies have many advantages including non-invasiveness, lower cost, potential for genomic testing, ability to monitor tumor evolution through treatment, and the ability to overcome spatial and temporal intertumoral heterogeneity. The potential clinical applications of liquid biopsy are vast and include screening, detection of minimal residual disease and/or early relapse after curative intent treatment, monitoring response to immunotherapy, and identifying mutations that might be targetable or can confer resistance. Herein, we review the potential role of circulating tumor DNA and circulating tumor cells as forms of liquid biopsies and blood biomarkers in non-small cell lung cancer. We discuss the methodologies/platforms available for each, clinical applications, and limitations/challenges in incorporation into clinical practice. We additionally review emerging forms of liquid biopsies including tumor educated platelets, circular RNA, and exosomes.
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Affiliation(s)
- Kamya Sankar
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Mina Zeinali
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI; Biointerfaces Institute, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI
| | - Sunitha Nagrath
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI; Biointerfaces Institute, University of Michigan, Ann Arbor, MI; Rogel Cancer Center, University of Michigan, Ann Arbor, MI
| | - Nithya Ramnath
- Division of Medical Oncology, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI.
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14
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Dziadziuszko R, Peters S, Mok T, Camidge DR, Gadgeel SM, Ou SHI, Konopa K, Noé J, Nowicka M, Bordogna W, Morcos PN, Smoljanovic V, Shaw AT. Circulating Cell-free DNA as a Prognostic Biomarker in Patients with Advanced ALK+ Non-small Cell Lung Cancer in the Global Phase III ALEX Trial. Clin Cancer Res 2022; 28:1800-1808. [PMID: 35275991 PMCID: PMC9365376 DOI: 10.1158/1078-0432.ccr-21-2840] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 11/11/2021] [Accepted: 02/21/2022] [Indexed: 01/07/2023]
Abstract
PURPOSE We retrospectively assessed prognostic value of circulating cell-free DNA (cfDNA) using data from the phase III ALEX study in treatment-naïve, advanced ALK+ non-small cell lung cancer (NSCLC). PATIENTS AND METHODS Patients were randomized to receive twice-daily alectinib 600 mg (n = 152) or crizotinib 250 mg (n = 151). cfDNA was quantified from baseline plasma samples, with patients stratified into ≤median and >median cfDNA biomarker-evaluable populations (BEP). Effect of cfDNA concentration on outcomes was analyzed using a Cox regression model with treatment group as covariate, and in multivariate analyses. RESULTS Median cfDNA concentration in the BEP was 11.53 ng/mL (n = 276). A positive correlation was found between cfDNA concentration and number of lesions, organ lesion sites, and tumor size (sum of longest diameter; all P < 0.0001). In both treatment arms, patients in the >median BEP were more likely to experience disease progression than the ≤median BEP [alectinib adjusted HR = 2.04; 95% confidence interval (CI), 1.07-3.89; P = 0.0305 and crizotinib adjusted HR = 1.83; 95% CI, 1.11-3.00, P = 0.0169]. Median progression-free survival was longer with alectinib than crizotinib in both ≤median and >median BEPs (P < 0.0001). Overall survival data remain immature; survival probability was lower in the >median versus ≤median BEP in both treatment arms (alectinib HR = 2.52; 95% CI, 1.08-5.88; P = 0.0333 and crizotinib HR = 2.63; 95% CI, 1.27-5.47; P = 0.0096). CONCLUSIONS These data suggest that plasma cfDNA concentration may have prognostic value in advanced ALK+ NSCLC. Prospectively designed studies are warranted to investigate this finding.
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Affiliation(s)
- Rafal Dziadziuszko
- Medical University of Gdańsk, Gdańsk, Poland. ,Corresponding Author: Rafal Dziadziuszko, Medical University of Gdańsk, Marii Skłodowskiej-Curie 3a, 80-210 Gdańsk, Poland. Phone: 585-846-269; E-mail:
| | - Solange Peters
- Lausanne University Hospital, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Tony Mok
- State Key Laboratory of Translational Oncology, Department of Clinical Oncology, Chinese University of Hong Kong, Hong Kong, China
| | | | - Shirish M. Gadgeel
- Department of Internal Medicine, Henry Ford Cancer Institute/Henry Ford Health System, Detroit, Michigan
| | - Sai-Hong Ignatius Ou
- Chao Family Comprehensive Cancer Center, University of California Irvine School of Medicine, Orange, California
| | | | | | | | | | | | | | - Alice T. Shaw
- Massachusetts General Hospital, Boston, Massachsuetts
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15
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Lyskjær I, Kara N, De Noon S, Davies C, Rocha AM, Strobl AC, Usher I, Gerrand C, Strauss SJ, Schrimpf D, von Deimling A, Beck S, Flanagan AM. Osteosarcoma: Novel prognostic biomarkers using circulating and cell-free tumour DNA. Eur J Cancer 2022; 168:1-11. [PMID: 35421838 DOI: 10.1016/j.ejca.2022.03.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 03/02/2022] [Accepted: 03/07/2022] [Indexed: 01/21/2023]
Abstract
AIM Osteosarcoma (OS) is the most common primary bone tumour in children and adolescents. Circulating free (cfDNA) and circulating tumour DNA (ctDNA) are promising biomarkers for disease surveillance and prognostication in several cancer types; however, few such studies are reported for OS. The purpose of this study was to discover and validate methylation-based biomarkers to detect plasma ctDNA in patients with OS and explore their utility as prognostic markers. METHODS Candidate CpG markers were selected through analysis of methylation array data for OS, non-OS tumours and germline samples. Candidates were validated in two independent OS datasets (n = 162, n = 107) and the four top-performing markers were selected. Methylation-specific digital droplet PCR (ddPCR) assays were designed and experimentally validated in OS tumour samples (n = 20) and control plasma samples. Finally, ddPCR assays were applied to pre-operative plasma and where available post-operative plasma from 72 patients with OS, and findings correlated with outcome. RESULTS Custom ddPCR assays detected ctDNA in 69% and 40% of pre-operative plasma samples (n = 72), based on thresholds of one or two positive markers respectively. ctDNA was detected in 5/17 (29%) post-operative plasma samples from patients, which in four cases were associated with or preceded disease relapse. Both pre-operative cfDNA levels and ctDNA detection independently correlated with overall survival (p = 0.0015 and p = 0.0096, respectively). CONCLUSION Our findings illustrate the potential of mutation-independent methylation-based ctDNA assays for OS. This study lays the foundation for multi-institutional collaborative studies to explore the utility of plasma-derived biomarkers in the management of OS.
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Affiliation(s)
- Iben Lyskjær
- Research Department of Pathology, University College London, London, UK; Medical Genomics Research Group, University College London, London, UK
| | - Neesha Kara
- Medical Genomics Research Group, University College London, London, UK
| | - Solange De Noon
- Research Department of Pathology, University College London, London, UK; Department of Histopathology, Royal National Orthopaedic Hospital, Stanmore, HA7 4LP, UK
| | - Christopher Davies
- Research Department of Pathology, University College London, London, UK; Department of Histopathology, Royal National Orthopaedic Hospital, Stanmore, HA7 4LP, UK
| | - Ana Maia Rocha
- Research Department of Pathology, University College London, London, UK; Department of Histopathology, Royal National Orthopaedic Hospital, Stanmore, HA7 4LP, UK
| | - Anna-Christina Strobl
- Department of Histopathology, Royal National Orthopaedic Hospital, Stanmore, HA7 4LP, UK
| | - Inga Usher
- Research Department of Pathology, University College London, London, UK
| | - Craig Gerrand
- Bone Tumour Unit, Royal National Orthopaedic Hospital, Stanmore, HA7 4LP, UK
| | | | - Daniel Schrimpf
- Department of Neuropathology, Institute of Pathology, University Hospital Heidelberg, and CCU Neuropathology, German Cancer Institute, Heidelberg, Germany
| | - Andreas von Deimling
- Department of Neuropathology, Institute of Pathology, University Hospital Heidelberg, and CCU Neuropathology, German Cancer Institute, Heidelberg, Germany
| | - Stephan Beck
- Medical Genomics Research Group, University College London, London, UK
| | - Adrienne M Flanagan
- Research Department of Pathology, University College London, London, UK; Department of Histopathology, Royal National Orthopaedic Hospital, Stanmore, HA7 4LP, UK.
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16
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Mondelo‐Macía P, García‐González J, León‐Mateos L, Anido U, Aguín S, Abdulkader I, Sánchez‐Ares M, Abalo A, Rodríguez‐Casanova A, Díaz‐Lagares Á, Lago‐Lestón RM, Muinelo‐Romay L, López‐López R, Díaz‐Peña R. Clinical potential of circulating free DNA and circulating tumour cells in patients with metastatic non-small-cell lung cancer treated with pembrolizumab. Mol Oncol 2021; 15:2923-2940. [PMID: 34465006 PMCID: PMC8564635 DOI: 10.1002/1878-0261.13094] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 08/17/2021] [Accepted: 08/30/2021] [Indexed: 12/17/2022] Open
Abstract
Immune checkpoint inhibitors, such as pembrolizumab, are revolutionizing therapeutic strategies for different cancer types, including non-small-cell lung cancer (NSCLC). However, only a subset of patients benefits from this therapy, and new biomarkers are needed to select better candidates. In this study, we explored the value of liquid biopsy analyses, including circulating free DNA (cfDNA) and circulating tumour cells (CTCs), as a prognostic or predictive tool to guide pembrolizumab therapy. For this purpose, a total of 109 blood samples were collected from 50 patients with advanced NSCLC prior to treatment onset and at 6 and 12 weeks after the initiation of pembrolizumab. Plasma cfDNA was measured using hTERT quantitative PCR assay. The CTC levels at baseline were also analysed using two enrichment technologies (CellSearch® and Parsortix systems) to evaluate the efficacy of both approaches at detecting the presence of programmed cell death ligand 1 on CTCs. Notably, patients with high baseline hTERT cfDNA levels had significantly shorter progression-free survival (PFS) and overall survival (OS) than those with low baseline levels. Moreover, patients with unfavourable changes in the hTERT cfDNA levels from baseline to 12 weeks showed a higher risk of disease progression. Additionally, patients in whom CTCs were detected using the CellSearch® system had significantly shorter PFS and OS than patients who had no CTCs. Finally, multivariate regression analyses confirmed the value of the combination of CTCs and cfDNA levels as an early independent predictor of disease progression, identifying a subgroup of patients who were negative for CTCs, who presented low levels of cfDNA and who particularly benefited from the treatment.
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Affiliation(s)
- Patricia Mondelo‐Macía
- Liquid Biopsy Analysis UnitTranslational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
- Universidade de Santiago de Compostela (USC)Santiago de CompostelaSpain
| | - Jorge García‐González
- Department of Medical OncologyComplexo Hospitalario Universitario de Santiago de Compostela (SERGAS)Santiago de CompostelaSpain
- Translational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC)MadridSantiago de CompostelaSpain
| | - Luis León‐Mateos
- Department of Medical OncologyComplexo Hospitalario Universitario de Santiago de Compostela (SERGAS)Santiago de CompostelaSpain
- Translational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC)MadridSantiago de CompostelaSpain
| | - Urbano Anido
- Department of Medical OncologyComplexo Hospitalario Universitario de Santiago de Compostela (SERGAS)Santiago de CompostelaSpain
- Translational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
| | - Santiago Aguín
- Department of Medical OncologyComplexo Hospitalario Universitario de Santiago de Compostela (SERGAS)Santiago de CompostelaSpain
- Translational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
| | - Ihab Abdulkader
- Department of PathologyComplexo Hospital Universitario de Santiago de Compostela (SERGAS)Universidade de Santiago de CompostelaSantiago de CompostelaSpain
| | - María Sánchez‐Ares
- Department of PathologyComplexo Hospital Universitario de Santiago de Compostela (SERGAS)Universidade de Santiago de CompostelaSantiago de CompostelaSpain
| | - Alicia Abalo
- Liquid Biopsy Analysis UnitTranslational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
| | - Aitor Rodríguez‐Casanova
- Cancer EpigenomicsTranslational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
- Roche‐CHUS Joint UnitTranslational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
| | - Ángel Díaz‐Lagares
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC)MadridSantiago de CompostelaSpain
- Cancer EpigenomicsTranslational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
| | - Ramón Manuel Lago‐Lestón
- Liquid Biopsy Analysis UnitTranslational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
| | - Laura Muinelo‐Romay
- Liquid Biopsy Analysis UnitTranslational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC)MadridSantiago de CompostelaSpain
| | - Rafael López‐López
- Department of Medical OncologyComplexo Hospitalario Universitario de Santiago de Compostela (SERGAS)Santiago de CompostelaSpain
- Translational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC)MadridSantiago de CompostelaSpain
| | - Roberto Díaz‐Peña
- Liquid Biopsy Analysis UnitTranslational Medical Oncology (Oncomet)Health Research Institute of Santiago (IDIS)Santiago de CompostelaSpain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC)MadridSantiago de CompostelaSpain
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17
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de Miranda FS, Barauna VG, dos Santos L, Costa G, Vassallo PF, Campos LCG. Properties and Application of Cell-Free DNA as a Clinical Biomarker. Int J Mol Sci 2021; 22:9110. [PMID: 34502023 PMCID: PMC8431421 DOI: 10.3390/ijms22179110] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 04/18/2021] [Accepted: 04/20/2021] [Indexed: 12/17/2022] Open
Abstract
Biomarkers are valuable tools in clinical practice. In 2001, the National Institutes of Health (NIH) standardized the definition of a biomarker as a characteristic that is objectively measured and evaluated as an indicator of normal biological processes, pathogenic processes, or pharmacological responses to a therapeutic intervention. A biomarker has clinical relevance when it presents precision, standardization and reproducibility, suitability to the patient, straightforward interpretation by clinicians, and high sensitivity and/or specificity by the parameter it proposes to identify. Thus, serum biomarkers should have advantages related to the simplicity of the procedures and to the fact that venous blood collection is commonplace in clinical practice. We described the potentiality of cfDNA as a general clinical biomarker and focused on endothelial dysfunction. Circulating cell-free DNA (cfDNA) refers to extracellular DNA present in body fluid that may be derived from both normal and diseased cells. An increasing number of studies demonstrate the potential use of cfDNA as a noninvasive biomarker to determine physiologic and pathologic conditions. However, although still scarce, increasing evidence has been reported regarding using cfDNA in cardiovascular diseases. Here, we have reviewed the history of cfDNA, its source, molecular features, and release mechanism. We also show recent studies that have investigated cfDNA as a possible marker of endothelial damage in clinical settings. In the cardiovascular system, the studies are quite new, and although interesting, stronger evidence is still needed. However, some drawbacks in cfDNA methodologies should be overcome before its recommendation as a biomarker in the clinical setting.
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Affiliation(s)
- Felipe Silva de Miranda
- Post Graduation Program in Biology and Biotechnology of Microorganisms, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil;
- Department of Biological Science, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil
- Laboratory of Applied Pathology and Genetics, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil
| | - Valério Garrone Barauna
- Post Graduation Program in Health Sciences, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil;
- Molecular Physiology Laboratory of Exercise Science, Federal University of Espírito Santo, Vitória 29075-910, Espírito Santo, Brazil
- Post Graduation Program in Physiological Sciences, Federal University of Espírito Santo, Vitória 29075-910, Espírito Santo, Brazil; (G.C.); (P.F.V.)
| | - Leandro dos Santos
- Academic Unit of Serra Talhada, Rural Federal University of Pernambuco, Serra Talhada 56909-535, Pernambuco, Brazil;
| | - Gustavo Costa
- Post Graduation Program in Physiological Sciences, Federal University of Espírito Santo, Vitória 29075-910, Espírito Santo, Brazil; (G.C.); (P.F.V.)
| | - Paula Frizera Vassallo
- Post Graduation Program in Physiological Sciences, Federal University of Espírito Santo, Vitória 29075-910, Espírito Santo, Brazil; (G.C.); (P.F.V.)
- Clinical Hospital, Federal University of Minas Gerais, Belo Horizonte 30130-100, Minas Gerais, Brazil
| | - Luciene Cristina Gastalho Campos
- Post Graduation Program in Biology and Biotechnology of Microorganisms, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil;
- Department of Biological Science, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil
- Laboratory of Applied Pathology and Genetics, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil
- Post Graduation Program in Health Sciences, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil;
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18
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Retrieval of vector integration sites from cell-free DNA. Nat Med 2021; 27:1458-1470. [PMID: 34140705 DOI: 10.1038/s41591-021-01389-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 05/07/2021] [Indexed: 12/23/2022]
Abstract
Gene therapy (GT) has rapidly attracted renewed interest as a treatment for otherwise incurable diseases, with several GT products already on the market and many more entering clinical testing for selected indications. Clonal tracking techniques based on vector integration enable monitoring of the fate of engineered cells in the blood of patients receiving GT and allow assessment of the safety and efficacy of these procedures. However, owing to the limited number of cells that can be tested and the impracticality of studying cells residing in peripheral organs without performing invasive biopsies, this approach provides only a partial snapshot of the clonal repertoire and dynamics of genetically modified cells and reduces the predictive power as a safety readout. In this study, we developed liquid biopsy integration site sequencing, or LiBIS-seq, a polymerase chain reaction technique optimized to quantitatively retrieve vector integration sites from cell-free DNA released into the bloodstream by dying cells residing in several tissues. This approach enabled longitudinal monitoring of in vivo liver-directed GT and clonal tracking in patients receiving hematopoietic stem cell GT, improving our understanding of the clonal composition and turnover of genetically modified cells in solid tissues and, in contrast to conventional analyses based only on circulating blood cells, enabling earlier detection of vector-marked clones that are aberrantly expanding in peripheral tissues.
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19
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Zhu WJ, Chen BJ, Zhu YY, Sun L, Zhang YC, Liu H, Luo FM. Increased microRNA-30a levels in bronchoalveolar lavage fluid as a diagnostic biomarker for lung cancer. PeerJ 2021; 9:e11528. [PMID: 34178448 PMCID: PMC8197034 DOI: 10.7717/peerj.11528] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 05/06/2021] [Indexed: 02/05/2023] Open
Abstract
Background MicroRNA-30a (miRNA-30a) levels have been shown to increase in the plasma of lung cancer patients. Herein, we evaluated the miRNA-30a levels in the bronchoalveolar lavage fluid (BALF) of lung cancer patients as a potential biomarker for lung cancer diagnosis. Methods BALF miRNA-30a expression of 174 subjects was quantified using quantitative real-time reverse transcription-polymerase chain reaction and compared between lung cancer patients and control patients with benign lung diseases. Moreover, its diagnostic value was evaluated by performing receiver operating characteristic (ROC) curve analysis. Results The relative BALF miRNA-30a expression was significantly higher in the lung cancer patients than in the controls (0.74 ± 0.55 versus 0.07 ± 0.48, respectively, p < 0.001) as well as in lung cancer patients with stage I–IIA disease than in those with stage IIB–IV disease (0.98 ± 0.64 versus 0.66 ± 0.54, respectively, p < 0.05). Additionally, miRNA-30a distinguished benign lung diseases from lung cancers, with an area under the ROC curve (AUC) of 0.822. ROC analysis also revealed an AUC of 0.875 for the Youden index-based optimal cut-off points for stage I–IIA adenocarcinoma. Thus, increased miRNA-30a levels in BALF may be a useful biomarker for non-small-cell lung cancer diagnosis.
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Affiliation(s)
- Wen-Jun Zhu
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China.,Laboratory of Pulmonary Immunology and Inflammation, Frontiers Science Center for Disease-related Molecular Network, Sichuan University, Chengdu, Sichuan, China
| | - Bo-Jiang Chen
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Ying-Ying Zhu
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Ling Sun
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China.,Laboratory of Pulmonary Immunology and Inflammation, Frontiers Science Center for Disease-related Molecular Network, Sichuan University, Chengdu, Sichuan, China
| | - Yu-Chen Zhang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China.,Laboratory of Pulmonary Immunology and Inflammation, Frontiers Science Center for Disease-related Molecular Network, Sichuan University, Chengdu, Sichuan, China
| | - Huan Liu
- Department of General Medicine, University-Town Hospital of Chongqing Medical University, Chongqing, China
| | - Feng-Ming Luo
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China.,Laboratory of Pulmonary Immunology and Inflammation, Frontiers Science Center for Disease-related Molecular Network, Sichuan University, Chengdu, Sichuan, China
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20
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Plasma DNA Integrity as a Prognostic Biomarker for Colorectal Cancer Chemotherapy. JOURNAL OF ONCOLOGY 2021; 2021:5569783. [PMID: 34135960 PMCID: PMC8175143 DOI: 10.1155/2021/5569783] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 05/18/2021] [Indexed: 12/24/2022]
Abstract
Objectives To verify whether the concentrations and integrity index of circulating cell-free DNA (cfDNA) in serum may be clinically useful for the progression monitoring of colorectal cancer (CRC) patients. Methods Serum samples were collected from 76 primary CRC patients who underwent surgery, including 60 with chemotherapy and 43 with follow-up. Long (247 bp) and short (115 bp) DNA fragments in serum were detected by real-time quantitative PCR by amplifying the ALU repeats. Ten serum traditional biomarkers levels were detected by chemiluminescence immunoassay assay. Results The median DNA integrity index (ALU247/ALU115) of serum DNA in the preoperative group was significantly higher than those in the postchemotherapy and the follow-up groups, while cfDNA concentration (ALU115) was significantly lower in the preoperative group compared with the postchemotherapy and the follow-up groups. CEA and CA242 were significantly lower in the postoperative group than in the preoperative group. Conclusions Serum DNA integrity index (ALU247/115) may prove to be a promising candidate biomarker for prognostic prediction of CRC who underwent chemotherapy and during short-term follow-up.
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21
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Myeloperoxidase has no effect on the low procoagulant activity of silica-free DNA. Thromb Res 2021; 203:36-45. [PMID: 33915354 DOI: 10.1016/j.thromres.2021.04.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 03/17/2021] [Accepted: 04/07/2021] [Indexed: 12/12/2022]
Abstract
Blood coagulation and innate immunity are closely interrelated. At sites of inflammation, DNA and myeloperoxidase (MPO) are released from polymorphonuclear leukocytes (PMNs) as an integral component of neutrophil extracellular traps (NETs). NETs exert pleiotropic thrombogenic effects, with DNA-mediated contact activation of factor XII (FXII) likely playing a role. We have previously shown that MPO, a highly cationic protein, regulates coagulation through heteromolecular interactions with various negatively charged structures, including membrane phospholipids and low-molecular-weight heparin. The aims of our current study were to confirm that DNA activates coagulation and to investigate whether its procoagulant activity (PCA) is regulated by PMN-derived MPO. To this end, we used thrombin generation and FXIIa amidolytic activity assays to analyze the PCA of cell-free DNA isolated with silica membrane-based (cfDNA) or silica-free procedures (PaxDNA). cfDNA potently activated FXII and promoted thrombin generation in a concentration-dependent manner, but its PCA was largely attributable to contaminating silica particles. In contrast, pure, i.e. silica-free, PaxDNA was markedly less procoagulant. Although PaxDNA amplified thrombin generation in plasma, it was devoid of any direct FXII activating activity. MPO supershifted both cfDNA and PaxDNA in gel electrophoresis, but only silica-associated PCA of cfDNA was neutralized by MPO independently of its catalytic properties. Moreover, pretreatment with DNase I abolished silica-induced thrombin generation. In summary, we show that pure DNA has rather weak PCA, which is not further inhibited by heteromolecular complex formation with exogenous MPO. Our study thus provides novel mechanistic insights into the regulation of coagulation by extracellular DNA under inflammatory conditions.
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22
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Kinetics of plasma cfDNA predicts clinical response in non-small cell lung cancer patients. Sci Rep 2021; 11:7633. [PMID: 33828112 PMCID: PMC8027214 DOI: 10.1038/s41598-021-85797-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 02/19/2021] [Indexed: 02/06/2023] Open
Abstract
Tyrosine kinase inhibitors (TKIs), VEGF/VEGF receptor inhibitors (VEGFIs) and immune checkpoint inhibitors (ICIs) have revolutionized the treatment of advanced cancers including non-small-cell lung cancer (NSCLC). This study aims to evaluate the utility of plasma cell-free DNA (cfDNA) as a prognostic biomarker and efficacy predictor of chemotherapy (CT) with or without these precision therapies in NSCLC patients. Peripheral cfDNA levels in 154 NSCLC patients were quantified before and after the first target cycle of chemotherapy. The correlations of cfDNA with tumor burden, clinical characteristics, progression-free survival (PFS)/disease-free survival (DFS), objective response ratio (ORR), and therapy regimens were analyzed respectively. Baseline cfDNA, but not post-chemotherapeutic cfDNA, positively correlates with tumor burden. Notably, cfDNA kinetics (cfDNA Ratio, the ratio of post-chemotherapeutic cfDNA to baseline cfDNA) well distinguished responsive individuals (CR/PR) from the non-responsive (PD/SD). Additionally, cfDNA Ratio was found negatively correlated with PFS in lung adenocarcinoma (LUAD), but not lung squamous-cell carcinoma (LUSC) which may be due to a limited number of LUSC patients in this cohort. LUAD patients with low cfDNA Ratio have prolonged PFS and improved ORR, compared to those with high cfDNA Ratio. When stratified by therapy regimen, the predictive value of cfDNA Ratio is significant in patients with chemotherapy plus VEGFIs, while more patients need be included to validate the value of cfDNA Ratio in other regimens. Thus, the kinetics of plasma cfDNA during chemotherapy may function as a prognostic biomarker and efficacy predictor for NSCLC patients.
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23
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González de Aledo-Castillo JM, Casanueva-Eliceiry S, Soler-Perromat A, Fuster D, Pastor V, Reguart N, Viñolas N, Reyes R, Vollmer I, Paredes P, Puig-Butillé JA. Cell-free DNA concentration and fragment size fraction correlate with FDG PET/CT-derived parameters in NSCLC patients. Eur J Nucl Med Mol Imaging 2021; 48:3631-3642. [PMID: 33797597 DOI: 10.1007/s00259-021-05306-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 03/07/2021] [Indexed: 01/26/2023]
Abstract
PURPOSE The aim of our study was to investigate the correlation between cfDNA concentration and fragment size fraction with FDG PET/CT- and CT-derived parameters in untreated NSCLC patient. METHODS Fifty-three patients diagnosed of locally advanced or metastatic NSCLC who had undergone FDG PET/CT, CT and cfDNA analysis prior to any treatment were included in this retrospective study. CfDNA concentration was measured by fluorometry and fragment size fractions were determined by microchip electrophoresis. [18F]F-FDG PET/CT was performed and standardised uptake values (SUV), metabolic tumour volume (MTV) and total lesion glycolysis (TLG) were calculated for primary, extrapulmonary and total disease. CT scans were evaluated according to RECIST 1.1 criteria. RESULTS CfDNA concentration showed a positive correlation with extrapulmonary MTV (r2 = 0.36, P = 0.009), and extrapulmonary TLG (r2 = 0.35, P = 0.009) and their whole-body (wb) ratios. Higher concentrations of total cfDNA were found in patients with liver lesions. Short fragments of cfDNA (100-250 bp) showed a positive correlation with extrapulmonary MTV (r2 = 0.49, P = 0.0005) and extrapulmonary TLG (r2 = 0.39, P = 0.006) and their respective wb ratios, and a negative correlation with SUVmean (r2 = -0.31, P = 0.03) and SUVmean/SUVmax ratio (r2 = -0.34, P = 0.02). A higher fraction of short cfDNA fragments was found in patients with liver and pleural lesions. CONCLUSIONS This study supports the hypothesis that cfDNA concentration and short cfDNA fragment size fraction reflect the tumour burden as well as metabolic activity in advanced NSCLC patients. This suggests their suitability as complementary tests for a more accurate diagnosis of tumour metabolic behaviour and to allow personalised therapies.
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Affiliation(s)
| | | | | | - D Fuster
- Nuclear Medicine Department, Hospital Clínic, Barcelona, Spain.,Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain.,August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.,Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - V Pastor
- Molecular Biology CORE, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
| | - N Reguart
- Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain.,Medical Oncology Department, Hospital Clínic, Barcelona, Spain.,August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - N Viñolas
- Medical Oncology Department, Hospital Clínic, Barcelona, Spain
| | - R Reyes
- Medical Oncology Department, Hospital Clínic, Barcelona, Spain
| | - I Vollmer
- Radiology Department, Hospital Clínic, Barcelona, Spain.,Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain
| | - P Paredes
- Nuclear Medicine Department, Hospital Clínic, Barcelona, Spain.,Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain.,August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.,Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - J A Puig-Butillé
- Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain. .,August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain. .,Molecular Biology CORE, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain.
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24
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Therapy Monitoring of EGFR-Positive Non–Small-Cell Lung Cancer Patients Using ddPCR Multiplex Assays. J Mol Diagn 2021; 23:495-505. [DOI: 10.1016/j.jmoldx.2021.01.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 10/30/2020] [Accepted: 01/12/2021] [Indexed: 12/18/2022] Open
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25
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Liu H, Gao Y, Vafaei S, Gu X, Zhong X. The Prognostic Value of Plasma Cell-Free DNA Concentration in the Prostate Cancer: A Systematic Review and Meta-Analysis. Front Oncol 2021; 11:599602. [PMID: 33777743 PMCID: PMC7991303 DOI: 10.3389/fonc.2021.599602] [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: 08/27/2020] [Accepted: 01/25/2021] [Indexed: 12/20/2022] Open
Abstract
Objective By virtue of largely disparate clinical outcomes of prostate cancer (PCA), there is a pressing need to search for useful biomarkers for PCA prognosis. Cell-free DNA (cfDNA) is a promising biomarker for detecting, monitoring, and predicting survival of prostate cancer (PCA). However, the utility of total cfDNA quantitation in PCA in clinical setting remains elusive. Here, we performed a thorough meta-analysis to assess the prognostic value of cfDNA concentration for patients with PCA. In addition, we tested the possibility of the combination of PSA and cfDNA test results to improve the prediction power in PCA prognosis. Method and Materials More than six databases, including PubMed, Web of Science, Medline, PMC, EMBASE and the Cochrane Library were searched. Results yielded all eligible articles from the date of inception to June 30, 2020. Continuous, diagnostic, and prognostic variables in cfDNA in PCA were included in the meta-analysis by STATA. Results A total of 23 articles were enrolled in our meta-analysis: 69.6% (16/23) were related to diagnosis, and 56.5% (13/23) were related to prognosis. The pooled concentration of cfDNA in PCA patients was significantly higher than in the control group (SMD = 0.89, 95%CI = 0.53, 1.26), mirroring results for the prostate-specific antigen (PSA). For the detection test variables, the SROC with 95%CI was 0.87 (0.84–0.90) for cfDNA concentration. In terms of prognostic variables, the concentrations of cfDNA were significantly related with progression-free survival (PFS, logHR = 0.84 (95%CI0.39, 1.28) and overall survival [OS, log HR = 0.60 (95%CI0.29, 0.90)]. Lastly, the test showed no significant publication bias in the present meta-analysis, excluding the diagnostic meta-analysis. Conclusions The concentration of cell-free DNA is high in the prostate cancer patients. The present study substantiates the prognostic value of the cfDNA concentration. High concentration cfDNA correlates with poor disease outcome of CRPC. The study cohort with large sample size is needed to evaluate the prognosis value of cfDNA in the future. We also emphasized that combination of PSA and cf DNA quantitation is important in future large individual meta study.
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Affiliation(s)
- Hongtao Liu
- Department of Graduate School, Dalian Medical University, Dalian City, China.,Department of Urology, Northern Jiangsu Hospital, Yangzhou University Clinical College, Yangzhou, China
| | - Yuzhen Gao
- Department of Molecular Diagnosis, Northern Jiangsu Hospital, Yangzhou University Clinical College, Yangzhou, China
| | - Somayeh Vafaei
- Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Xiao Gu
- Department of Urology, Northern Jiangsu Hospital, Yangzhou University Clinical College, Yangzhou, China.,Clinical Medical College, Yangzhou University, Yangzhou City, China
| | - Xiaoli Zhong
- Department of Molecular Diagnosis, Northern Jiangsu Hospital, Yangzhou University Clinical College, Yangzhou, China.,Clinical Medical College, Yangzhou University, Yangzhou City, China
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26
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Zhao Q, Miao C, Lu Q, Wu W, He Y, Wu S, Liu H, Lian C. Clinical Significance of Monitoring Circulating Free DNA and Plasma Heat Shock Protein 90alpha in Patients with Esophageal Squamous Cell Carcinoma. Cancer Manag Res 2021; 13:2223-2234. [PMID: 33707971 PMCID: PMC7943328 DOI: 10.2147/cmar.s295927] [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] [Received: 12/05/2020] [Accepted: 02/15/2021] [Indexed: 12/24/2022] Open
Abstract
Background Esophageal squamous cell carcinoma (ESCC) is the predominant histological type of esophageal cancer in China and has an extremely poor prognosis. Circulating free DNA (cfDNA) and plasma heat shock protein 90alpha (Hsp90a) are two novel noninvasive biomarkers for diagnosis and prognostic prediction of several types of cancer. However, to the best of our knowledge, the roles of the two biomarkers in ESCC are still unknown. Methods Here, we recruited 93 primary ESCC patients and detected plasma concentrations of the two markers at different time points, including 1-3 days pre-chemotherapy, 1-7 days pre-surgery and 7-14 days post-surgery. Baseline concentrations of the two markers were associated with main characteristics of ESCC patients which were collected at first diagnosis. Correlation between the two markers and traditional serum biomarkers at baseline was also examined. Furthermore, dynamic changes of the cfDNA and Hsp90α concentrations among different time points and the potential clinical significance were assessed. Results Consequently, there was no significant association between baseline concentrations of the two markers and clinical features. Especially, cfDNA demonstrated stronger correlation with other circulating biomarkers than Hsp90α at baseline level. Importantly, both cfDNA and Hsp90α concentrations were significantly increased after surgery. Kaplan-Meier survival analysis showed that a change in concentration of cfDNA (ΔcfDNA) but not Hsp90α (ΔHSP90ɑ) between pre-surgery and post-surgery had significant effect on the overall survival of surgical patients with ESCC. Conclusion Thus, ΔcfDNA evaluation could be a promising prognostic marker for surgical ESCC patients. Our findings may improve the understanding of the function of cfDNA and Hsp90α in ESCC.
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Affiliation(s)
- Qiang Zhao
- Department of Gastrointestinal Surgery, Heping Hospital, Changzhi Medical College, Changzhi, 046000, Shanxi, People's Republic of China
| | - Congxiu Miao
- Department of Science and Technology, Changzhi Medical College, Changzhi, 046000, Shanxi, People's Republic of China
| | - Qingpu Lu
- Department of Gastrointestinal Surgery, Heping Hospital, Changzhi Medical College, Changzhi, 046000, Shanxi, People's Republic of China
| | - Weipeng Wu
- Department of Gastrointestinal Surgery, Heping Hospital, Changzhi Medical College, Changzhi, 046000, Shanxi, People's Republic of China
| | - Yuan He
- Department of Gastrointestinal Surgery, Heping Hospital, Changzhi Medical College, Changzhi, 046000, Shanxi, People's Republic of China
| | - Shouxin Wu
- Biotecan Medical Diagnostics Co., Ltd., Zhangjiang Center for Translational Medicine, Shanghai, 201203, People's Republic of China
| | - Huimin Liu
- Biotecan Medical Diagnostics Co., Ltd., Zhangjiang Center for Translational Medicine, Shanghai, 201203, People's Republic of China
| | - Changhong Lian
- Department of Gastrointestinal Surgery, Heping Hospital, Changzhi Medical College, Changzhi, 046000, Shanxi, People's Republic of China
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27
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Chen E, Cario CL, Leong L, Lopez K, Márquez CP, Chu C, Li PS, Oropeza E, Tenggara I, Cowan J, Simko JP, Chan JM, Friedlander T, Wyatt AW, Aggarwal R, Paris PL, Carroll PR, Feng F, Witte JS. Cell-free DNA concentration and fragment size as a biomarker for prostate cancer. Sci Rep 2021; 11:5040. [PMID: 33658587 PMCID: PMC7930042 DOI: 10.1038/s41598-021-84507-z] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 02/17/2021] [Indexed: 01/09/2023] Open
Abstract
Prostate cancer is the most commonly diagnosed neoplasm in American men. Although existing biomarkers may detect localized prostate cancer, additional strategies are necessary for improving detection and identifying aggressive disease that may require further intervention. One promising, minimally invasive biomarker is cell-free DNA (cfDNA), which consist of short DNA fragments released into circulation by dying or lysed cells that may reflect underlying cancer. Here we investigated whether differences in cfDNA concentration and cfDNA fragment size could improve the sensitivity for detecting more advanced and aggressive prostate cancer. This study included 268 individuals: 34 healthy controls, 112 men with localized prostate cancer who underwent radical prostatectomy (RP), and 122 men with metastatic castration-resistant prostate cancer (mCRPC). Plasma cfDNA concentration and fragment size were quantified with the Qubit 3.0 and the 2100 Bioanalyzer. The potential relationship between cfDNA concentration or fragment size and localized or mCRPC prostate cancer was evaluated with descriptive statistics, logistic regression, and area under the curve analysis with cross-validation. Plasma cfDNA concentrations were elevated in mCRPC patients in comparison to localized disease (OR5ng/mL = 1.34, P = 0.027) or to being a control (OR5ng/mL = 1.69, P = 0.034). Decreased average fragment size was associated with an increased risk of localized disease compared to controls (OR5bp = 0.77, P = 0.0008). This study suggests that while cfDNA concentration can identify mCRPC patients, it is unable to distinguish between healthy individuals and patients with localized prostate cancer. In addition to PSA, average cfDNA fragment size may be an alternative that can differentiate between healthy individuals and those with localized disease, but the low sensitivity and specificity results in an imperfect diagnostic marker. While quantification of cfDNA may provide a quick, cost-effective approach to help guide treatment decisions in advanced disease, its use is limited in the setting of localized prostate cancer.
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Affiliation(s)
- Emmalyn Chen
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Clinton L Cario
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Lancelote Leong
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Karen Lopez
- Department of Urology, University of California, San Francisco, CA, USA
| | - César P Márquez
- Division of Hematology/Oncology, University of California, San Francisco, CA, USA.,School of Medicine, Stanford University, Stanford, CA, USA
| | - Carissa Chu
- Department of Urology, University of California, San Francisco, CA, USA
| | - Patricia S Li
- Department of Urology, University of California, San Francisco, CA, USA
| | - Erica Oropeza
- Department of Urology, University of California, San Francisco, CA, USA
| | - Imelda Tenggara
- Department of Urology, University of California, San Francisco, CA, USA
| | - Janet Cowan
- Department of Urology, University of California, San Francisco, CA, USA
| | - Jeffry P Simko
- Department of Urology, University of California, San Francisco, CA, USA.,Department of Anatomic Pathology, University of California, San Francisco, CA, USA
| | - June M Chan
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA.,Department of Urology, University of California, San Francisco, CA, USA
| | - Terence Friedlander
- Division of Hematology/Oncology, University of California, San Francisco, CA, USA
| | - Alexander W Wyatt
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Rahul Aggarwal
- Division of Hematology/Oncology, University of California, San Francisco, CA, USA
| | - Pamela L Paris
- Department of Urology, University of California, San Francisco, CA, USA
| | - Peter R Carroll
- Department of Urology, University of California, San Francisco, CA, USA
| | - Felix Feng
- Department of Urology, University of California, San Francisco, CA, USA.,Department of Radiation Oncology, University of California, San Francisco, CA, USA
| | - John S Witte
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA. .,Department of Urology, University of California, San Francisco, CA, USA.
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González de Aledo-Castillo JM, Arcocha A, Victoria I, Martinez-Puchol AI, Sánchez C, Jares P, Rodríguez GF, Viñolas N, Reyes R, Reguart N, Puig-Butillé JA. Molecular characterization of advanced non-small cell lung cancer patients by cfDNA analysis: experience from routine laboratory practice. J Thorac Dis 2021; 13:1658-1670. [PMID: 33841957 PMCID: PMC8024825 DOI: 10.21037/jtd-20-3142] [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] [Received: 10/24/2020] [Accepted: 01/20/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND Analysis of circulating free DNA (cfDNA) by the real-time PCR cobas® EGFR Mutation Test v2 (cobas® EGFR Test) is a diagnostic approach used in clinical practice for the characterization of advanced non-small cell lung cancer (NSCLC) patients. The test additionally outputs a semiquantitative index (SQI) which reflects the proportion of mutated versus wild-type copies of the EGFR gene in cfDNA with potential use as a biomarker. CfDNA concentration and cfDNA fragmentation pattern have also shown potential utility as biomarkers for cancer patients. We evaluated the implementation of EGFR testing and cfDNA related parameters in NSCLC patients in routine clinical setting as biomarkers for disease stage and diagnosis. METHODS A prospective cohort of 173 locally advanced or metastatic NSCLC TKI-naïve patients analyzed by the cobas® EGFR Test were included in the study. Reproducibility of the test was assessed in 56 patients. The concentration of cfDNA and fragment size pattern was measured using fluorometry and microchip electrophoresis respectively. RESULTS The test showed high diagnostic accuracy when compared to the gold standard of biopsy tumor tissue testing. The SQI value showed a moderate reproducibility (r2=0.70) and did not correlate with cfDNA concentration (r2=0.17, P=0.28) or disease stage (stage III patients SQI =9.1±3.1 and stage IV patients SQI =11.5±4.8, P=0.41). We found differences in SQI values according to the type of EGFR mutation (Ex19Del mutations, SQI =13.6; p.L858R, SQI =8.88; P=0.001). Stage IV patients had higher concentrations of cfDNA (P<0.0001) and higher fractions of cfDNA 100-250 base pairs (bp) fragments (P=0.01) compared to stage III patients. From the ROC curve analysis, cfDNA concentration showed higher AUC compared to cfDNA 100-250 bp fragments (0.86 vs. 0.71). We obtained a cut-off value for cfDNA concentration of 20.3 ng/mL with 72.3% sensitivity and 95% specificity for predicting disease stage in TKI-naïve advanced NSCLC patients. CONCLUSIONS The study indicates that cfDNA analysis in plasma for EGFR testing by RT-PCR is an accurate and fast method to initially stratify NSCLC patients in a real-world clinical setting. However, the SQI has limited clinical value. The cfDNA concentration and fragmentation pattern have clear potential clinical utility for tumor staging in NSCLC patients.
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Affiliation(s)
| | - Ainara Arcocha
- Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain
- Medical Oncology Department, Hospital Clínic, Barcelona, Spain
| | - Iván Victoria
- Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain
- Medical Oncology Department, Hospital Clínic, Barcelona, Spain
| | | | | | - Pedro Jares
- Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain
- Molecular Biology CORE, Hospital Clínic, Barcelona, Spain
- Pathology Department, Hospital Clínic, Barcelona, Spain
| | | | - Núria Viñolas
- Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain
- Medical Oncology Department, Hospital Clínic, Barcelona, Spain
| | - Roxana Reyes
- Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain
- Medical Oncology Department, Hospital Clínic, Barcelona, Spain
| | - Noemí Reguart
- Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain
- Medical Oncology Department, Hospital Clínic, Barcelona, Spain
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Joan Antón Puig-Butillé
- Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain
- Molecular Biology CORE, Hospital Clínic, Barcelona, Spain
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
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Thompson D, Perry LA, Renouf J, Vodanovich D, Hong Lee AH, Dimiri J, Wright G. Prognostic utility of inflammation-based biomarkers, neutrophil-lymphocyte ratio and change in neutrophil-lymphocyte ratio, in surgically resected lung cancers. Ann Thorac Med 2021; 16:148-155. [PMID: 34012481 PMCID: PMC8109682 DOI: 10.4103/atm.atm_382_20] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 10/05/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND/OBJECTIVE: Given the poor overall survival (OR) and progression-free survival (PFS) rates for lung cancers managed with surgical resection, there is a need to identify the prognostic markers that would improve the risk stratification of patients with operable lung cancer to inform treatment decisions. We investigate the prognostic utility of two established inflammation-based scores, the neutrophil–lymphocyte ratio (NLR) and the change in neutrophil–lymphocyte ratio (ΔNLR), throughout the operative period in a prospective cohort of patients with lung cancer who underwent surgical resection. METHODS: Demographic, clinical, and treatment details for 345 patients with lung cancer who underwent surgical resection between 2000 and 2019 at multiple centers across Melbourne, Victoria (Australia), were prospectively collected. Preoperative NLR and ΔNLR were calculated after which Cox univariate and multivariate analyses were conducted for OS and PFS against the known prognostic factors. RESULTS: Both univariate and multivariate analyses showed that preoperative NLR >4.54, as well as day 1 and day 2 postoperative NLR (P < 0.01), was associated with increased risk for postoperative mortality (hazard ratio 1.8; P < 0.01) and PFS (P < 0.05), whereas ΔNLR was not a significant predictor of OS or PFS. CONCLUSION: Elevated NLR among patients with lung cancer who underwent surgical resection was prognostic for poor OS and PFS, whereas ΔNLR was not found to be prognostic for either OS or PFS. Further research may yet reveal a prognostic value for ΔNLR when compared across a greater time period.
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Affiliation(s)
- Daniel Thompson
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Parkville, Australia.,Department of Vascular Surgery, St. Vincent's Hospital Melbourne, Melbourne, Australia
| | - Luke A Perry
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Parkville, Australia.,Department of Anaesthesia, Royal Melbourne Hospital, Parkville, Australia
| | - Jesse Renouf
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Parkville, Australia.,Department of Surgery, Monash University, Clayton, VIC, Geelong, Australia
| | - Domagoj Vodanovich
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Parkville, Australia.,Department of Vascular Surgery, St. Vincent's Hospital Melbourne, Melbourne, Australia
| | - Adele Hwee Hong Lee
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Parkville, Australia
| | - Jahan Dimiri
- Department of Surgery, Monash University, Clayton, VIC, Geelong, Australia.,Department of Surgery, Barwon Health, Geelong, Australia
| | - Gavin Wright
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Parkville, Australia.,Department of Surgical Oncology, St Vincent's Health, Fitzroy, Melbourne, Australia
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30
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Ren S, Ren X, Guo H, Liang L, Wei K, Guo L, Qu X, Dai X, Huang Q. Concentration and integrity indexes of urine cell-free DNA as promising biomarkers for early lung cancer diagnosis. Per Med 2021; 18:129-139. [PMID: 33565322 DOI: 10.2217/pme-2020-0019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Aim: To explore the role of urine cell-free DNA (ucfDNA) concentration and integrity indexes as potential biomarkers for lung cancer diagnosis. Materials & methods: Quantitative real-time PCR targeting Arthrobacter luteus (ALU) repeats at three size fragments (ALU-60, 115 and 247 bp) was performed in 55 lung cancer patients and 35 healthy individuals. Results: ucfDNA concentration and integrity indexes were significantly higher in lung cancer patients than in healthy controls. The area under the receiver operating characteristic curve for differentiating patients with stage I/II from healthy controls by ALU fragments concentration were 0.856, 0.909 and 0.932, respectively. In addition, the ucfDNA integrity indexes in patients with lymph node metastasis were significantly higher than in patients with non-metastatic. Conclusion: ucfDNA concentration and integrity indexes could serve as promising biomarkers for lung cancer diagnosis.
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Affiliation(s)
- Sai Ren
- Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing 400042, PR China
| | - Xiaodong Ren
- Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing 400042, PR China
| | - Haiqin Guo
- Department of Pulmonology, Southwest Hospital, Army Medical University, Chongqing 400038, PR China
| | - Lan Liang
- Department of Pulmonology, Southwest Hospital, Army Medical University, Chongqing 400038, PR China
| | - Kun Wei
- Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing 400042, PR China
| | - Lifang Guo
- Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing 400042, PR China
| | - Xuemei Qu
- Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing 400042, PR China
| | - Xiaotian Dai
- Department of Pulmonology, Southwest Hospital, Army Medical University, Chongqing 400038, PR China
| | - Qing Huang
- Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing 400042, PR China
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Kallionpää RA, Ahramo K, Aaltonen M, Pennanen P, Peltonen J, Peltonen S. Circulating free DNA in the plasma of individuals with neurofibromatosis type 1. Am J Med Genet A 2021; 185:1098-1104. [PMID: 33484105 DOI: 10.1002/ajmg.a.62081] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 12/26/2020] [Indexed: 02/06/2023]
Abstract
Neurofibromatosis type 1 (NF1) is an autosomal dominant syndrome whose characteristic manifestations include benign neurofibromas, yet NF1 is also associated with a high risk of cancer. Measurements of circulating free plasma DNA (cfDNA) are gaining wider applicability in cancer diagnostics, targeting of therapy, and monitoring of therapeutic response. Individuals with NF1 are likely to be followed up using this method, but the effects of NF1 and neurofibromas on cfDNA levels are not known. We studied peripheral blood samples from 19 adults with NF1 and 12 healthy controls. The cfDNA was isolated from plasma with QIAamp Circulating Nucleic Acid Kit and quantified using the Qubit 2.0 Fluorometer. The cfDNA concentration of each sample was normalized relative to the plasma protein concentration. The normalized median concentration of cfDNA in plasma was 19.3 ng/ml (range 6.6-78.6) among individuals with NF1 and 15.9 ng/ml (range 4.8-47.0) among controls (p = .369). Individuals with NF1 who also had plexiform neurofibroma (pNF) showed non-significantly elevated cfDNA concentration compared to individuals with NF1 and without known pNF (median 25.4 vs. 18.8 ng/ml, p = .122). The effect of NF1 on cfDNA seems to be relatively small and NF1 is therefore unlikely to hamper the use of cfDNA-based assays.
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Affiliation(s)
- Roope A Kallionpää
- Department of Cell Biology and Anatomy, Institute of Biomedicine, University of Turku, Turku, Finland
| | - Kaisa Ahramo
- Department of Cell Biology and Anatomy, Institute of Biomedicine, University of Turku, Turku, Finland
| | - Marianna Aaltonen
- Department of Cell Biology and Anatomy, Institute of Biomedicine, University of Turku, Turku, Finland.,Turku University of Applied Sciences, Turku, Finland
| | - Paula Pennanen
- Department of Cell Biology and Anatomy, Institute of Biomedicine, University of Turku, Turku, Finland
| | - Juha Peltonen
- Department of Cell Biology and Anatomy, Institute of Biomedicine, University of Turku, Turku, Finland
| | - Sirkku Peltonen
- Department of Dermatology and Venereology, University of Turku, Turku, Finland.,Department of Dermatology, Turku University Hospital, Turku, Finland.,Department of Dermatology and Venereology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Department of Dermatology and Venereology, Region Västra Götaland Sahlgrenska University Hospital, Gothenburg, Sweden
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Moreno-Manuel A, Calabuig-Fariñas S, Obrador-Hevia A, Blasco A, Fernández-Díaz A, Sirera R, Camps C, Jantus-Lewintre E. dPCR application in liquid biopsies: divide and conquer. Expert Rev Mol Diagn 2020; 21:3-15. [PMID: 33305634 DOI: 10.1080/14737159.2021.1860759] [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] [Indexed: 12/15/2022]
Abstract
Introduction: Precision medicine is already a reality in oncology, since biomarker-driven therapies have clearly improved patient survival. Furthermore, a new, minimally invasive strategy termed 'liquid biopsy' (LB) has revolutionized the field by allowing comprehensive cancer genomic profiling through the analysis of circulating tumor DNA (ctDNA). However, its detection requires extremely sensitive and efficient technologies. A powerful molecular tool based on the principle of 'divide and conquer' has emerged to solve this problem. Thus, digital PCR (dPCR) allows absolute and accurate quantification of target molecules.Areas covered: In this review we will discuss the fundamentals of dPCR and the most common approaches used for partition of samples and quantification. The advantages and limitations of dPCR will be mentioned in the context of LB in oncology.Expert opinion: In our opinion, dPCR has proven to be one of the most sensitive methods available for LB analysis, albeit some aspects such as its capacity of multiplexing and protocol standardization still require further improvements. Furthermore, the increasing sensitivities and lower costs of next generation sequencing (NGS) methods position dPCR as a confirmatory and complementary technique for NGS results which will likely prove to be very useful for treatment monitoring and assessing minimal residual disease.
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Affiliation(s)
- Andrea Moreno-Manuel
- Molecular Oncology Laboratory, Fundación Para La Investigación del Hospital General Universitario De Valencia, Valencia, Spain.,Mixed Unit TRIAL, (Príncipe Felipe Research Centre & Fundación Para La Investigación Del Hospital General Universitario De Valencia), Valencia, Spain
| | - Silvia Calabuig-Fariñas
- Molecular Oncology Laboratory, Fundación Para La Investigación del Hospital General Universitario De Valencia, Valencia, Spain.,Mixed Unit TRIAL, (Príncipe Felipe Research Centre & Fundación Para La Investigación Del Hospital General Universitario De Valencia), Valencia, Spain.,Department of Pathology, Universitat de València, València, Spain.,CIBERONC, Madrid, Spain
| | - Antonia Obrador-Hevia
- Group of Advanced Therapies and Biomarkers in Clinical Oncology, Health Research Institute of the Balearic Islands (Idisba), Son Espases University Hospital, Palma, Spain.,Molecular Diagnosis Unit, Son Espases University Hospital, Palma, Spain
| | - Ana Blasco
- CIBERONC, Madrid, Spain.,Medical Oncology Department, General University Hospital of Valencia, Valencia, Spain
| | - Amaya Fernández-Díaz
- Medical Oncology Department, General University Hospital of Valencia, Valencia, Spain
| | - Rafael Sirera
- Mixed Unit TRIAL, (Príncipe Felipe Research Centre & Fundación Para La Investigación Del Hospital General Universitario De Valencia), Valencia, Spain.,CIBERONC, Madrid, Spain.,Department of Biotechnology, Universitat Politècnica De València, Valencia, Spain
| | - Carlos Camps
- Molecular Oncology Laboratory, Fundación Para La Investigación del Hospital General Universitario De Valencia, Valencia, Spain.,Mixed Unit TRIAL, (Príncipe Felipe Research Centre & Fundación Para La Investigación Del Hospital General Universitario De Valencia), Valencia, Spain.,CIBERONC, Madrid, Spain.,Medical Oncology Department, General University Hospital of Valencia, Valencia, Spain.,Department of Medicine, Universitat De València, Valencia, Spain
| | - Eloisa Jantus-Lewintre
- Molecular Oncology Laboratory, Fundación Para La Investigación del Hospital General Universitario De Valencia, Valencia, Spain.,Mixed Unit TRIAL, (Príncipe Felipe Research Centre & Fundación Para La Investigación Del Hospital General Universitario De Valencia), Valencia, Spain.,CIBERONC, Madrid, Spain.,Department of Biotechnology, Universitat Politècnica De València, Valencia, Spain
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Noguchi T, Iwahashi N, Sakai K, Matsuda K, Matsukawa H, Toujima S, Nishio K, Ino K. Comprehensive Gene Mutation Profiling of Circulating Tumor DNA in Ovarian Cancer: Its Pathological and Prognostic Impact. Cancers (Basel) 2020; 12:cancers12113382. [PMID: 33207545 PMCID: PMC7697720 DOI: 10.3390/cancers12113382] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 11/12/2020] [Accepted: 11/12/2020] [Indexed: 12/21/2022] Open
Abstract
Simple Summary Recent advances in cancer genomic medicine enabled gene-profiling of individual tumors using tumor tissue DNA. However, surgical tumor biopsy is invasive and sometimes difficult to perform in advanced/recurrent cancers. Liquid biopsy using circulating tumor DNA (ctDNA), which can analyze in real time and repeatedly, has attracted attention as a non-invasive technique, although it has been rarely used in ovarian cancer. The aim of the present study was to demonstrate the comprehensive gene mutation profiles of ctDNA in ovarian cancer patients with different histological subtypes and its association with clinicopathological and prognostic outcomes. Of 51 patients, 48 showed one or more non-synonymous somatic mutations, including TP53, APC, KRAS, EGFR, MET, and PIK3CA. Patients with higher ctDNA concentration or with any pathogenic mutations showed worse progression-free survival (PFS). These results suggest that ctDNA-based gene profiling may serve as a prognostic indicator and might help in establishing personalized therapeutic strategies for ovarian cancer. Abstract Liquid biopsies from circulating tumor DNA (ctDNA) have been employed recently as a non-invasive diagnostic tool for detecting cancer-specific gene mutations. Here, we show the comprehensive gene mutation profiles of ctDNA in 51 patients with different histological subtypes of stage I–IV ovarian cancer, and their association with clinical outcomes. The ctDNA extracted from pre-treatment patients’ plasma were analyzed using Cancer Personalized Profiling by Deep Sequencing targeting 197 genes. Of 51 patients, 48 (94%) showed one or more non-synonymous somatic mutations, including TP53 (37.3%), APC (17.6%), KRAS (15.7%), EGFR (13.7%), MET (11.8%), PIK3CA (11.8%), NPAP1 (11.8%), and ALK (9.8%). The most frequently mutated genes were as follows: TP53 in high-grade serous carcinoma (66.7%), APC in clear cell carcinoma (30.8%), PIK3CA in endometrioid carcinoma (40%), and KRAS in mucinous carcinoma (66.7%). Higher cell-free (cf)DNA concentration significantly correlated with worse progression-free survival (PFS) in all patients as well as stage III–IV patients (p = 0.01 and 0.005, respectively). Further, patients with any pathogenic mutations showed significantly worse PFS (p = 0.048). Blood tumor mutational burden detected from ctDNA did not significantly correlate with the histological subtypes or survival. Collectively, clinico-genomic profiles of individual ovarian cancer patients could be identified using ctDNA and may serve as a useful prognostic indicator. These findings suggest that ctDNA-based gene profiling might help in establishing personalized therapeutic strategies.
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Affiliation(s)
- Tomoko Noguchi
- Department of Obstetrics and Gynecology, Wakayama Medical University, 811-1 Kimiidera, Wakayama 641-0012, Japan; (N.I.); (K.M.); (H.M.); (S.T.); (K.I.)
- Correspondence: ; Tel.: +81-73-441-0631; Fax: +81-73-445-1161
| | - Naoyuki Iwahashi
- Department of Obstetrics and Gynecology, Wakayama Medical University, 811-1 Kimiidera, Wakayama 641-0012, Japan; (N.I.); (K.M.); (H.M.); (S.T.); (K.I.)
| | - Kazuko Sakai
- Department of Genome Biology, Kindai University Faculty of Medicine, 377-2 Ohno-higashi, Osaka-Sayama, Osaka 589-8511, Japan; (K.S.); (K.N.)
| | - Kaho Matsuda
- Department of Obstetrics and Gynecology, Wakayama Medical University, 811-1 Kimiidera, Wakayama 641-0012, Japan; (N.I.); (K.M.); (H.M.); (S.T.); (K.I.)
| | - Hitomi Matsukawa
- Department of Obstetrics and Gynecology, Wakayama Medical University, 811-1 Kimiidera, Wakayama 641-0012, Japan; (N.I.); (K.M.); (H.M.); (S.T.); (K.I.)
| | - Saori Toujima
- Department of Obstetrics and Gynecology, Wakayama Medical University, 811-1 Kimiidera, Wakayama 641-0012, Japan; (N.I.); (K.M.); (H.M.); (S.T.); (K.I.)
| | - Kazuto Nishio
- Department of Genome Biology, Kindai University Faculty of Medicine, 377-2 Ohno-higashi, Osaka-Sayama, Osaka 589-8511, Japan; (K.S.); (K.N.)
| | - Kazuhiko Ino
- Department of Obstetrics and Gynecology, Wakayama Medical University, 811-1 Kimiidera, Wakayama 641-0012, Japan; (N.I.); (K.M.); (H.M.); (S.T.); (K.I.)
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Deshpande S, Tytarenko RG, Wang Y, Boyle EM, Ashby C, Schinke CD, Thanendrarajan S, Zangari M, Zhan F, Davies FE, Morgan GJ, van Rhee F, Walker BA. Monitoring treatment response and disease progression in myeloma with circulating cell-free DNA. Eur J Haematol 2020; 106:230-240. [PMID: 33107092 DOI: 10.1111/ejh.13541] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 10/21/2020] [Accepted: 10/22/2020] [Indexed: 01/06/2023]
Abstract
Circulating cell-free DNA (cfDNA) has the potential to capture spatial genetic heterogeneity in myeloma (MM) patients. We assessed whether cfDNA levels vary according to risk status defined by the 70 gene expression profile (GEP70). cfDNA levels in 77 patients were significantly higher in the GEP70 high-risk (HR) group compared to the low-risk (LR) group and correlated weakly with clinical markers including lactate dehydrogenase, β2 -microglobulin, and ISS. Patients with high cfDNA levels were associated with a worse PFS (hazard ratio 6.4; 95% CI of ratio 1.9-22) and OS (hazard ratio 4.4; 95% CI of ratio 1.2-15.7). Circulating tumor DNA (ctDNA) was elevated in the HR group and ctDNA correlated strongly with GEP70 risk score (Spearman r = .69, P = .0027). cfDNA concentrations were significantly elevated between days 3-5 after chemotherapy before falling back to baseline levels. ctDNA in two patients showed a similar spike in levels between days 3 and 5 after chemotherapy with a concomitant increase in allele fraction of KRAS mutations. We assessed cfDNA levels in 25 patients with smoldering myeloma with serial samples and showed increased allele fraction of mutated KRAS at progression in cfDNA. Our study shows that cfDNA is a dynamic tool to capture genetic events in myeloma.
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Affiliation(s)
- Shayu Deshpande
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Ruslana G Tytarenko
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Yan Wang
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Eileen M Boyle
- Perlmutter Cancer Center, Myeloma Research Program, NYU Langone Health, New York, NY, USA
| | - Cody Ashby
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Carolina D Schinke
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | | | - Maurizio Zangari
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Fenghuang Zhan
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Faith E Davies
- Perlmutter Cancer Center, Myeloma Research Program, NYU Langone Health, New York, NY, USA
| | - Gareth J Morgan
- Perlmutter Cancer Center, Myeloma Research Program, NYU Langone Health, New York, NY, USA
| | - Frits van Rhee
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Brian A Walker
- Division of Hematology Oncology, Melvin and Bren Simon Comprehensive Cancer Center, Indiana University, Indianapolis, IN, USA
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Polski A, Xu L, Prabakar RK, Kim JW, Shah R, Jubran R, Kuhn P, Cobrinik D, Hicks J, Berry JL. Cell-Free DNA Tumor Fraction in the Aqueous Humor Is Associated With Therapeutic Response in Retinoblastoma Patients. Transl Vis Sci Technol 2020; 9:30. [PMID: 33062393 PMCID: PMC7533735 DOI: 10.1167/tvst.9.10.30] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Accepted: 08/22/2020] [Indexed: 12/17/2022] Open
Abstract
Purpose The aqueous humor (AH) liquid biopsy enables in vivo evaluation of tumor-derived cell-free DNA (cfDNA) from retinoblastoma (RB) eyes. Herein, we test our hypothesis that longitudinal dynamics of AH cfDNA—including tumor fraction (TFx) and somatic copy number alteration (SCNA) amplitude—correspond to therapeutic response. Methods Eyes with ≥3 AH extractions during intravitreal chemotherapy (IVM) or at secondary enucleation between 2015 to 2019 were included. AH cfDNA was sequenced to assess RB SCNA amplitude; ichorCNA software was used to estimate TFx. Eyes without SCNAs or with TFx < 0.10 across all samples were excluded. Therapeutic responses for each eye were determined from clinical records. Statistical analyses included Mann-Whitney U and Pearson correlation tests. Results Twenty eyes of 20 patients underwent ≥3 AH extractions; 6 eyes lacked SCNAs or had TFx < 0.10 throughout sampling and were excluded. Clinical progression was associated with significantly higher SCNA amplitudes and TFx values than regression (P ≤ 0.04). Relative increases in TFx (ΔTFx 1.86 ± 2.22) were associated with disease progression, whereas relative decreases in TFx (ΔTFx 0.53 ± 0.36) were associated with disease regression (P < 0.00001). A ≥15% increase in TFx relative to baseline during treatment was associated with an over 90-fold increased likelihood of clinical progression (odds ratio = 90.67, 95% confidence interval = 8.30–990.16, P = 0.0002). TFx and SCNA amplitude were significantly positively correlated throughout sampling (P ≤ 0.002). Conclusions Longitudinal changes in AH-derived cfDNA TFx and SCNA amplitude are concordant with clinical responses of intraocular RB during active therapy. Translational Relevance Longitudinal evaluation of AH cfDNA may provide an objective, quantitative way to monitor therapeutic response and disease burden in RB patients.
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Affiliation(s)
- Ashley Polski
- The Vision Center at Children's Hospital Los Angeles, Los Angeles, CA, USA.,USC Roski Eye Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | - Liya Xu
- The Vision Center at Children's Hospital Los Angeles, Los Angeles, CA, USA.,Department of Biological Sciences, Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA, USA
| | - Rishvanth K Prabakar
- Department of Molecular and Computational Biology, University of Southern California, Los Angeles, CA, USA
| | - Jonathan W Kim
- The Vision Center at Children's Hospital Los Angeles, Los Angeles, CA, USA.,USC Roski Eye Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | - Rachana Shah
- Cancer and Blood Disease Institute at Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Rima Jubran
- Cancer and Blood Disease Institute at Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Peter Kuhn
- Department of Biological Sciences, Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA, USA.,Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - David Cobrinik
- The Vision Center at Children's Hospital Los Angeles, Los Angeles, CA, USA.,USC Roski Eye Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.,Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,Department of Biochemistry and Molecular Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,The Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - James Hicks
- Department of Biological Sciences, Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA, USA.,Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Jesse L Berry
- The Vision Center at Children's Hospital Los Angeles, Los Angeles, CA, USA.,USC Roski Eye Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.,Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,The Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, CA, USA
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Chen Y, Li X, Liu G, Chen S, Xu M, Song L, Wang Y. ctDNA Concentration, MIKI67 Mutations and Hyper-Progressive Disease Related Gene Mutations Are Prognostic Markers for Camrelizumab and Apatinib Combined Multiline Treatment in Advanced NSCLC. Front Oncol 2020; 10:1706. [PMID: 33014846 PMCID: PMC7509428 DOI: 10.3389/fonc.2020.01706] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Accepted: 07/30/2020] [Indexed: 12/22/2022] Open
Abstract
Immunotherapy by immune checkpoint inhibitors (ICIs) has showed outstanding efficacy in the treatment of advanced non-small cell lung cancer (NSCLC). The combination of immunotherapy with anti-angiogenic therapy exhibited enhanced efficacy in multiline treatment. However, the potential biomarkers for predicting and monitoring the therapeutic response of the combined therapy remain undefined. In this study, we performed a pilot study by prospectively recruiting 22 advanced NSCLC patients who failed to previous lines of chemotherapy, chemoradiotherapy, TKI therapy, surgery, or any combination of the therapies, and investigated the prognostic factors for patients who received anti-PD-1 (Camrelizumab) and anti-angiogenic (Apatinib) combined therapy. The objective response rate (ORR) assessed by an independent radiology review was 22.7%, and the median progression-free survival (PFS) was 5.25 months. We found that high concentration of circulating-free DNA (cfDNA) (HR = 27.75, P = 0.003), MIKI67 mutation (HR = 114.11, P = 0.009) and gene variations related to hyper-progressive disease (HPD) (HR = 36.85, P = 0.004) were independent risk factors and exhibited significant correlation with PFS. Circulating tumor DNA (ctDNA) mutational status was also a predicting indicator for PFS. In contrast, the blood tumor mutational burden (bTMB) could not stratify the clinical benefit in this combined therapy (HR = 0.81, P = 0.137). Furthermore, we found that the variant allele fraction (VAF) of mutations in ctDNA was sensitive indicators of therapeutic response and therefore can be used to monitor the tumor relief or progression. In conclusion, cfDNA concentration, MIKI67 mutations and HPD-related mutations were independent risk factors and PFS predictors for multiline combined anti-angiogenic/ICI combined therapy. ctDNA may be a novel monitoring biomarker for therapeutic response and predicting biomarker for prognosis in future combined therapy involving PD-1 blockade.
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Affiliation(s)
- Yao Chen
- Department of Oncology, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | | | | | | | | | - Lele Song
- HaploX Biotechnology, Shenzhen, China.,Department of Radiotherapy, The Eighth Medical Center of the Chinese PLA General Hospital, Beijing, China
| | - Yina Wang
- Department of Oncology, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
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Váraljai R, Elouali S, Lueong S, Wistuba‐Hamprecht K, Seremet T, Siveke J, Becker J, Sucker A, Paschen A, Horn P, Neyns B, Weide B, Schadendorf D, Roesch A. The predictive and prognostic significance of cell‐free DNA concentration in melanoma. J Eur Acad Dermatol Venereol 2020; 35:387-395. [DOI: 10.1111/jdv.16766] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 05/27/2020] [Indexed: 02/05/2023]
Affiliation(s)
- R. Váraljai
- Department of Dermatology University Hospital of EssenUniversity Duisburg‐Essen and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf Essen Germany
| | - S. Elouali
- Department of Dermatology University Hospital of EssenUniversity Duisburg‐Essen and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf Essen Germany
| | - S.S. Lueong
- Institute for Developmental Cancer Therapeutics & Division of Solid Tumor Translational Oncology (DKTK/DKFZ partner site Essen) West German Cancer Center University Hospital of Essen Essen Germany
- German Cancer Consortium and German Cancer Research Center (DKFZ) Heidelberg Germany
| | | | - T. Seremet
- Department of Medical Oncology Universitair Ziekenhuis BrusselVrije Universiteit Brussel Brussel Belgium
| | - J.T. Siveke
- Institute for Developmental Cancer Therapeutics & Division of Solid Tumor Translational Oncology (DKTK/DKFZ partner site Essen) West German Cancer Center University Hospital of Essen Essen Germany
- German Cancer Consortium and German Cancer Research Center (DKFZ) Heidelberg Germany
| | - J.C. Becker
- Department of Translational Skin Cancer Research (TSCR) University Hospital of EssenUniversity of Duisburg‐Essen and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf Essen Germany
| | - A. Sucker
- Department of Dermatology University Hospital of EssenUniversity Duisburg‐Essen and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf Essen Germany
| | - A. Paschen
- Department of Dermatology University Hospital of EssenUniversity Duisburg‐Essen and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf Essen Germany
| | - P.A. Horn
- Institute for Transfusion Medicine University Hospital of Essen Essen Germany
| | - B. Neyns
- Department of Medical Oncology Universitair Ziekenhuis BrusselVrije Universiteit Brussel Brussel Belgium
| | - B. Weide
- Department of Dermatology University Medical Center Tübingen Tübingen Germany
| | - D. Schadendorf
- Department of Dermatology University Hospital of EssenUniversity Duisburg‐Essen and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf Essen Germany
| | - A. Roesch
- Department of Dermatology University Hospital of EssenUniversity Duisburg‐Essen and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf Essen Germany
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Walls GM, McConnell L, McAleese J, Murray P, Lynch TB, Savage K, Hanna GG, de Castro DG. Early circulating tumour DNA kinetics measured by ultra-deep next-generation sequencing during radical radiotherapy for non-small cell lung cancer: a feasibility study. Radiat Oncol 2020; 15:132. [PMID: 32471446 PMCID: PMC7260736 DOI: 10.1186/s13014-020-01583-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 05/25/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The evaluation of circulating tumour DNA (ctDNA) from clinical blood samples, liquid biopsy, offers several diagnostic advantages compared with traditional tissue biopsy, such as shorter processing time, reduced patient risk and the opportunity to assess tumour heterogeneity. The historically poor sensitivity of ctDNA testing, has restricted its integration into routine clinical practice for non-metastatic disease. The early kinetics of ctDNA during radical radiotherapy for localised NSCLC have not been described with ultra-deep next generation sequencing previously. MATERIALS AND METHODS Patients with CT/PET-staged locally advanced, NSCLC prospectively consented to undergo serial venepuncture during the first week of radical radiotherapy alone. All patients received 55Gy in 20 fractions. Plasma samples were processed using the commercially available Roche AVENIO Expanded kit (Roche Sequencing Solutions, Pleasanton, CA, US) which targets 77 genes. RESULTS Tumour-specific mutations were found in all patients (1 in 3 patients; 2 in 1 patient, and 3 in 1 patient). The variant allele frequency of these mutations ranged from 0.05-3.35%. In 2 patients there was a transient increase in ctDNA levels at the 72 h timepoint compared to baseline. In all patients there was a non-significant decrease in ctDNA levels at the 7-day timepoint in comparison to baseline (p = 0.4627). CONCLUSION This study demonstrates the feasibility of applying ctDNA-optimised NGS protocols through specified time-points in a small homogenous cohort of patients with localised lung cancer treated with radiotherapy. Studies are required to assess ctDNA kinetics as a predictive biomarker in radiotherapy. Priming tumours for liquid biopsy using radiation warrants further exploration.
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Affiliation(s)
- G. M. Walls
- Centre for Cancer Research & Cell Biology, Queen’s University Belfast, 97 Lisburn Road, Belfast, BT9 7AE Northern Ireland
- Cancer Centre Belfast City Hospital, Belfast Health & Social Care Trust, 51 Lisburn Road, Belfast, BT9 7AB Northern Ireland
| | - L. McConnell
- Centre for Cancer Research & Cell Biology, Queen’s University Belfast, 97 Lisburn Road, Belfast, BT9 7AE Northern Ireland
| | - J. McAleese
- Cancer Centre Belfast City Hospital, Belfast Health & Social Care Trust, 51 Lisburn Road, Belfast, BT9 7AB Northern Ireland
| | - P. Murray
- Northern Ireland Biobank, Health Sciences Building, Queen’s University Belfast, 97 Lisburn Road, Belfast, BT9 7AE Northern Ireland
| | - T. B. Lynch
- Cancer Centre Belfast City Hospital, Belfast Health & Social Care Trust, 51 Lisburn Road, Belfast, BT9 7AB Northern Ireland
| | - K. Savage
- Centre for Cancer Research & Cell Biology, Queen’s University Belfast, 97 Lisburn Road, Belfast, BT9 7AE Northern Ireland
| | - G. G. Hanna
- Sir Peter MacCallum Department of Oncology, University of Melbourne, 305 Grattan St, Melbourne, VIC 3000 Australia
| | - D. Gonzalez de Castro
- Centre for Cancer Research & Cell Biology, Queen’s University Belfast, 97 Lisburn Road, Belfast, BT9 7AE Northern Ireland
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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.
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Nygård L, Ahlborn LB, Persson GF, Chandrananda D, Langer JW, Fischer BM, Langer SW, Gabrielaite M, Kjær A, Rosenfeld N, Mouliere F, Østrup O, Vogelius IR, Bentzen SM. Circulating cell free DNA during definitive chemo-radiotherapy in non-small cell lung cancer patients - initial observations. PLoS One 2020; 15:e0231884. [PMID: 32343749 PMCID: PMC7188247 DOI: 10.1371/journal.pone.0231884] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Accepted: 04/02/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The overall aim was to investigate the change over time in circulating cell free DNA (cfDNA) in patients with locally advanced non-small cell lung cancer (NSCLC) undergoing concurrent chemo-radiotherapy. Furthermore, to assess the possibility of detecting circulating cell free tumor DNA (ctDNA) using shallow whole genome sequencing (sWGS) and size selection. METHODS Ten patients were included in a two-phase study. The first four patients had blood samples taken prior to a radiation therapy (RT) dose fraction and at 30 minutes, 1 hour and 2 hours after RT to estimate the short-term dynamics of cfDNA concentration after irradiation. The remaining six patients had one blood sample taken on six treatment days 30 minutes post treatment to measure cfDNA levels. Presence of ctDNA as indicated by chromosomal aberrations was investigated using sWGS. The sensitivity of this method was further enhanced using in silico size selection. RESULTS cfDNA concentration from baseline to 120 min after therapy was stable within 95% tolerance limits of +/- 2 ng/ml cfDNA. Changes in cfDNA were observed during therapy with an apparent qualitative difference between adenocarcinoma (average increase of 0.69 ng/ml) and squamous cell carcinoma (average increase of 4.0 ng/ml). Tumor shrinkage on daily cone beam computer tomography scans during radiotherapy did not correlate with changes in concentration of cfDNA. CONCLUSION Concentrations of cfDNA remain stable during the first 2 hours after an RT fraction. However, based on the sWGS profiles, ctDNA represented only a minor fraction of cfDNA in this group of patients. The detection sensitivity of genomic alterations in ctDNA strongly increases by applying size selection.
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Affiliation(s)
- Lotte Nygård
- Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Lise B. Ahlborn
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Gitte F. Persson
- Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Dineika Chandrananda
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, England, United Kingdom
| | - Jonathan W. Langer
- Department of Clinical Physiology, Nuclear Medicine & PET and Cluster for Molecular Imaging, Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Barbara M. Fischer
- Department of Clinical Physiology, Nuclear Medicine & PET and Cluster for Molecular Imaging, Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
- PET Centre, School of Biomedical Engineering and Imaging Sciences, Kings College London, St Thomas' Hospital, London, England, United Kingdom
| | - Seppo W. Langer
- Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Miglė Gabrielaite
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Andreas Kjær
- Department of Clinical Physiology, Nuclear Medicine & PET and Cluster for Molecular Imaging, Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Nitzan Rosenfeld
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, England, United Kingdom
| | - Florent Mouliere
- Department of Pathology, Cancer Centre Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Olga Østrup
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Ivan R. Vogelius
- Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Søren M. Bentzen
- Division of Biostatistics and Bioinformatics, Department of Epidemiology and Public Health, University of Maryland Greenebaum Comprehensive Cancer Center, and University of Maryland School of Medicine, Baltimore, MD, United States of America
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Ren S, Ren XD, Guo LF, Qu XM, Shang MY, Dai XT, Huang Q. Urine cell-free DNA as a promising biomarker for early detection of non-small cell lung cancer. J Clin Lab Anal 2020; 34:e23321. [PMID: 32281142 PMCID: PMC7439414 DOI: 10.1002/jcla.23321] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 03/09/2020] [Accepted: 03/11/2020] [Indexed: 12/26/2022] Open
Abstract
Background While blood‐derived cell‐free DNA has been shown to be a candidate biomarker able to provide diagnostic and prognostic insight in cancer patients, little is known regarding the potential application of urine cell‐free DNA (ucfDNA) in diagnosis of cancer. Thus, the aim of this study was to investigate ucfDNA concentration and integrity index as potential biomarkers for early detection of non‐small‐cell lung cancer (NSCLC). Methods Urine samples were collected from 35 healthy controls and 55 NSCLC patients at various tumor node metastasis (TNM) stages. Two long interspersed nuclear element 1 (LINE1) fragments (LINE1‐97 and 266 bp) were quantified via quantitative real‐time PCR (qPCR). DNA integrity index was calculated as the ratio of LINE1‐266/LINE‐97. Results LINE1 fragments concentrations of ucfDNA (LINE1‐97, 266 bp) were significantly higher in NSCLC patients with stage III/IV than in stage I/II and in healthy controls. The receiver operating characteristic (ROC) curves for discriminating patients with stage III/IV from healthy controls had areas under the curves (AUC) of 0.84 and 0.886, respectively. Moreover, ucfDNA integrity LINE1‐266/97 was significantly higher in patients with stage III/IV than in stage I/II and in healthy controls. The AUC of ROC curve for discriminating patients with stage III/IV from healthy controls was 0.800. Furthermore, LINE1‐266 fragment concentration was significantly higher in lymph node metastasis (LNM)‐positive patients relative to LNM‐negative patients. The ROC curve for discriminating LNM‐positive from LNM‐negative patients had an AUC of 0.822. Conclusion UcfDNA could serve as a promising biomarker for early detection of NSCLC.
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Affiliation(s)
- Sai Ren
- Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing, China
| | - Xiao-Dong Ren
- Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing, China
| | - Li-Fang Guo
- Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing, China
| | - Xue-Mei Qu
- Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing, China
| | - Mei-Yun Shang
- Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing, China
| | - Xiao-Tian Dai
- Department of Pulmonology, Southwest Hospital, Army Medical University, Chongqing, China
| | - Qing Huang
- Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing, China
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Guibert N, Pradines A, Favre G, Mazieres J. Current and future applications of liquid biopsy in nonsmall cell lung cancer from early to advanced stages. Eur Respir Rev 2020; 29:190052. [PMID: 32051167 PMCID: PMC9488537 DOI: 10.1183/16000617.0052-2019] [Citation(s) in RCA: 78] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2019] [Accepted: 09/11/2019] [Indexed: 01/10/2023] Open
Abstract
Liquid biopsy refers to the analysis of any tumour-derived material circulating in the blood or any other body fluid. This concept is particularly relevant in lung cancer as the tumour is often difficult to reach and may need an invasive and potentially harmful procedure. Moreover, the multitude of anticancer drugs and their sequential use underline the importance of conducting an iterative assessment of tumour biology. Liquid biopsies can noninvasively detect any targetable genomic alteration and guide corresponding targeted therapy, in addition to monitoring response to treatment and exploring the genetic changes at resistance, overcoming spatial and temporal heterogeneity.In this article, we review the available data in the field, which suggest the potential of liquid biopsy in the area of lung cancer, with a particular focus on cell-free DNA and circulating tumour cells. We discuss their respective applications in patient selection and monitoring through targeted therapy, as well as immune checkpoint inhibitors. The current data and future applications of liquid biopsy in the early stage setting are also investigated.Liquid biopsy has the potential to help manage nonsmall cell lung cancer throughout all stages of lung cancer: screening, minimal residual disease detection to guide adjuvant treatment, early detection of relapse, systemic treatment initiation and monitoring of response (targeted or immune therapy), and resistance genotyping.
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Affiliation(s)
- Nicolas Guibert
- Thoracic Oncology Dept, Hôpital Larrey, University Hospital of Toulouse, Toulouse, France
- Cancer Research Centre of Toulouse (CRCT), Inserm, University of Toulouse III - Paul Sabatier, National Scientific Research Centre (CNRS), Toulouse, France
- University of Toulouse III - Paul Sabatier, Toulouse, France
| | - Anne Pradines
- Cancer Research Centre of Toulouse (CRCT), Inserm, University of Toulouse III - Paul Sabatier, National Scientific Research Centre (CNRS), Toulouse, France
- Medical Laboratory, Claudius Regaud Institute, Toulouse University Cancer Institute (IUCT-O), Toulouse, France
| | - Gilles Favre
- Cancer Research Centre of Toulouse (CRCT), Inserm, University of Toulouse III - Paul Sabatier, National Scientific Research Centre (CNRS), Toulouse, France
- University of Toulouse III - Paul Sabatier, Toulouse, France
- Medical Laboratory, Claudius Regaud Institute, Toulouse University Cancer Institute (IUCT-O), Toulouse, France
| | - Julien Mazieres
- Thoracic Oncology Dept, Hôpital Larrey, University Hospital of Toulouse, Toulouse, France
- Cancer Research Centre of Toulouse (CRCT), Inserm, University of Toulouse III - Paul Sabatier, National Scientific Research Centre (CNRS), Toulouse, France
- University of Toulouse III - Paul Sabatier, Toulouse, France
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Vitale SR, Groenendijk FH, van Marion R, Beaufort CM, Helmijr JC, Jan Dubbink H, N. M. Dinjens W, Ewing-Graham PC, Smolders R, van Doorn HC, Boere IA, Berns EMJJ, Helleman J, Jansen MPHM. TP53 Mutations in Serum Circulating Cell-Free Tumor DNA As Longitudinal Biomarker for High-Grade Serous Ovarian Cancer. Biomolecules 2020; 10:biom10030415. [PMID: 32156073 PMCID: PMC7175353 DOI: 10.3390/biom10030415] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 02/06/2020] [Accepted: 03/05/2020] [Indexed: 12/30/2022] Open
Abstract
The aim of this study was to determine an optimal workflow to detect TP53 mutations in baseline and longitudinal serum cell free DNA (cfDNA) from high-grade serous ovarian carcinomas (HGSOC) patients and to define whether TP53 mutations are suitable as biomarker for disease. TP53 was investigated in tissue and archived serum from 20 HGSOC patients by a next-generation sequencing (NGS) workflow alone or combined with digital PCR (dPCR). AmpliSeq™-focused NGS panels and customized dPCR assays were used for tissue DNA and longitudinal cfDNAs, and Oncomine NGS panel with molecular barcoding was used for baseline cfDNAs. TP53 missense mutations were observed in 17 tissue specimens and in baseline cfDNA for 4/8 patients by AmpliSeq, 6/9 patients by Oncomine, and 4/6 patients by dPCR. Mutations in cfDNA were detected in 4/6 patients with residual disease and 3/4 patients with disease progression within six months, compared to 5/11 patients with no residual disease and 6/13 patients with progression after six months. Finally, mutations were detected at progression in 5/6 patients, but not during chemotherapy. NGS with molecular barcoding and dPCR were most optimal workflows to detect TP53 mutations in baseline and longitudinal serum cfDNA, respectively. TP53 mutations were undetectable in cfDNA during treatment but re-appeared at disease progression, illustrating its promise as a biomarker for disease monitoring.
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Affiliation(s)
- Silvia R. Vitale
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (C.M.B.); (J.C.H.); (I.A.B.); (E.M.J.J.B.); (J.H.); (M.P.H.M.J.)
- Department of Clinical and Experimental Medicine, University of Catania, 95123 Catania, Italy
- Center of Experimental Oncology and Hematology, A.O.U. Policlinico-Vittorio Emanuele, 95123 Catania, Italy
- Correspondence: ; Tel.: +39-095-3781946
| | - Floris H. Groenendijk
- Department of Pathology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (F.H.G.); (R.v.M.); (H.J.D.); (W.N.M.D.); (P.C.E.-G.)
| | - Ronald van Marion
- Department of Pathology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (F.H.G.); (R.v.M.); (H.J.D.); (W.N.M.D.); (P.C.E.-G.)
| | - Corine M. Beaufort
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (C.M.B.); (J.C.H.); (I.A.B.); (E.M.J.J.B.); (J.H.); (M.P.H.M.J.)
| | - Jean C. Helmijr
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (C.M.B.); (J.C.H.); (I.A.B.); (E.M.J.J.B.); (J.H.); (M.P.H.M.J.)
| | - Hendrikus Jan Dubbink
- Department of Pathology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (F.H.G.); (R.v.M.); (H.J.D.); (W.N.M.D.); (P.C.E.-G.)
| | - Winand N. M. Dinjens
- Department of Pathology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (F.H.G.); (R.v.M.); (H.J.D.); (W.N.M.D.); (P.C.E.-G.)
| | - Patricia C. Ewing-Graham
- Department of Pathology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (F.H.G.); (R.v.M.); (H.J.D.); (W.N.M.D.); (P.C.E.-G.)
| | - Ramon Smolders
- Department of Gynaecology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (R.S.); (H.C.v.D.)
| | - Helena C. van Doorn
- Department of Gynaecology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (R.S.); (H.C.v.D.)
| | - Ingrid A. Boere
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (C.M.B.); (J.C.H.); (I.A.B.); (E.M.J.J.B.); (J.H.); (M.P.H.M.J.)
| | - Els M. J. J. Berns
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (C.M.B.); (J.C.H.); (I.A.B.); (E.M.J.J.B.); (J.H.); (M.P.H.M.J.)
| | - Jozien Helleman
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (C.M.B.); (J.C.H.); (I.A.B.); (E.M.J.J.B.); (J.H.); (M.P.H.M.J.)
| | - Maurice P. H. M. Jansen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands; (C.M.B.); (J.C.H.); (I.A.B.); (E.M.J.J.B.); (J.H.); (M.P.H.M.J.)
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Otandault A, Abraham JD, Al Amir Dache Z, Khalyfa A, Jariel-Encontre I, Forné T, Prévostel C, Chouaib S, Gozal D, Thierry AR. Hypoxia differently modulates the release of mitochondrial and nuclear DNA. Br J Cancer 2020; 122:715-725. [PMID: 31929518 PMCID: PMC7054557 DOI: 10.1038/s41416-019-0716-y] [Citation(s) in RCA: 12] [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: 04/19/2019] [Revised: 11/29/2019] [Accepted: 12/16/2019] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND We investigated the influence of hypoxia on the concentration of mitochondrial and nuclear cell-free DNA (McfDNA and NcfDNA, respectively). METHOD By an ultra-sensitive quantitative PCR-based assay, McfDNA and NcfDNA were measured in the supernatants of different colorectal cell lines, and in the plasma of C57/Bl6 mice engrafted with TC1 tumour cells, in normoxic or hypoxic conditions. RESULTS Our data when setting cell culture conditions highlighted the higher stability of McfDNA as compared to NcfDNA and revealed that cancer cells released amounts of nuclear DNA equivalent to the mass of a chromosome over a 6-h duration of incubation. In cell model, hypoxia induced a great increase in NcfDNA and McfDNA concentrations within the first 24 h. After this period, cfDNA total concentrations remained stable in hypoxia consecutive to a decrease of nuclear DNA release, and noteworthy, to a complete inhibition of daily mitochondrial DNA release. In TC1-engrafted mice submitted to intermittent hypoxia, plasma NcfDNA levels are much higher than in mice bred in normoxia, unlike plasma McfDNA concentration that is not impacted by hypoxia. CONCLUSION This study suggests that hypoxia negatively modulates nuclear and, particularly, mitochondrial DNA releases in long-term hypoxia, and revealed that the underlying mechanisms are differently regulated.
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Affiliation(s)
- Amaelle Otandault
- IRCM, Inserm U1194, Institut de recherche en cancérologie de Montpellier, 208, avenue des Apothicaires, Montpellier, 34298, France
- Université de Montpellier, Montpellier, 34090, France
- Institut régional du cancer de Montpellier, Montpellier, 34298, France
| | - Jean-Daniel Abraham
- IRCM, Inserm U1194, Institut de recherche en cancérologie de Montpellier, 208, avenue des Apothicaires, Montpellier, 34298, France
- Université de Montpellier, Montpellier, 34090, France
- Institut régional du cancer de Montpellier, Montpellier, 34298, France
| | - Zahra Al Amir Dache
- IRCM, Inserm U1194, Institut de recherche en cancérologie de Montpellier, 208, avenue des Apothicaires, Montpellier, 34298, France
- Université de Montpellier, Montpellier, 34090, France
- Institut régional du cancer de Montpellier, Montpellier, 34298, France
| | - Abdelnaby Khalyfa
- Department of Child Health and Child Health Research Institute, University of Missouri School of Medicine, Columbia, MO, 65201, USA
| | - Isabelle Jariel-Encontre
- Institut de Génétique Moléculaire de Montpellier, University of Montpellier, CNRS, Montpellier, France
| | - Thierry Forné
- Institut de Génétique Moléculaire de Montpellier, University of Montpellier, CNRS, Montpellier, France
| | - Corinne Prévostel
- IRCM, Inserm U1194, Institut de recherche en cancérologie de Montpellier, 208, avenue des Apothicaires, Montpellier, 34298, France
- Université de Montpellier, Montpellier, 34090, France
- Institut régional du cancer de Montpellier, Montpellier, 34298, France
| | - Salem Chouaib
- INSERM UMR 1186, Integrative Tumor Immunology and Genetic Oncology, Gustave Roussy, EPHE, Fac. de médecine-Univ. Paris-Sud, University Paris-Saclay, Villejuif, 94805, France
- TRIPM, Gulf Medical University, Ajman, UAE
| | - David Gozal
- Department of Child Health and Child Health Research Institute, University of Missouri School of Medicine, Columbia, MO, 65201, USA
| | - Alain R Thierry
- IRCM, Inserm U1194, Institut de recherche en cancérologie de Montpellier, 208, avenue des Apothicaires, Montpellier, 34298, France.
- Université de Montpellier, Montpellier, 34090, France.
- Institut régional du cancer de Montpellier, Montpellier, 34298, France.
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Su Y, Wang L, Jiang C, Yue Z, Fan H, Hong H, Duan C, Jin M, Zhang D, Qiu L, Cheng X, Xu Z, Ma X. Increased plasma concentration of cell-free DNA precedes disease recurrence in children with high-risk neuroblastoma. BMC Cancer 2020; 20:102. [PMID: 32028911 PMCID: PMC7006086 DOI: 10.1186/s12885-020-6562-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Accepted: 01/20/2020] [Indexed: 02/06/2023] Open
Abstract
Background Neuroblastoma is the most common extracranial solid tumor of childhood. The high rate of recurrence is associated with a low survival rate for patients with high-risk neuroblastoma. There is thus an urgent need to identify effective predictive biomarkers of disease recurrence. Methods A total of 116 patients with high-risk neuroblastoma were recruited at Beijing Children’s Hospital between February 2015 and December 2017. All patients received multidisciplinary treatment, were evaluated for the therapeutic response, and then initiated on maintenance treatment. Blood samples were collected at the beginning of maintenance treatment, every 3 months thereafter, and at the time of disease recurrence. Plasma levels of cell-free DNA (cfDNA) were quantified by qPCR. Receiver operating characteristic (ROC) curve analysis was performed to evaluate the ability of plasma cfDNA concentration to predict recurrence. Results Of the 116 patients, 36 (31.0%) developed recurrence during maintenance treatment. The median time to recurrence was 19.00, 9.00, and 8.00 months for patients who had achieved complete response (n = 6), partial response (n = 25), and stable disease (n = 5), respectively, after multidisciplinary treatment. The median plasma cfDNA concentration at the time of recurrence was significantly higher than the concentration in recurrence-free patients throughout maintenance treatment (29.34 ng/mL vs 10.32 ng/mL). Patients recorded a plasma cfDNA level ≥ 29 ng/mL an average of 0.55 months before diagnosis of disease recurrence. ROC analysis of the power of plasma cfDNA to distinguish between patients with or without recurrence yielded an area under the curve of 0.825, with optimal sensitivity and specificity of 80.6 and 71.3%, respectively, at a cfDNA level of 12.93 ng/mL. Conclusions High plasma cfDNA concentration is a potential molecular marker to signal disease recurrence in patients with high-risk neuroblastoma.
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Affiliation(s)
- Yan Su
- Beijing Key Laboratory of Pediatric Hematology Oncology, National Discipline of Pediatrics, Ministry of Education, MOE Key Laboratory of Major Diseases in Children, Hematology Oncology Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Lijun Wang
- Beijing Keyin Technology Company Limited, Beijing Keyin Evergreen Institutes for Medical Research Company Limited, Eastern Block of Jianwai SOHO, Chaoyang District, Beijing, 100022, China
| | - Chiyi Jiang
- Beijing Key Laboratory of Pediatric Hematology Oncology, National Discipline of Pediatrics, Ministry of Education, MOE Key Laboratory of Major Diseases in Children, Hematology Oncology Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Zhixia Yue
- Beijing Key Laboratory of Pediatric Hematology Oncology, National Discipline of Pediatrics, Ministry of Education, MOE Key Laboratory of Major Diseases in Children, Hematology Oncology Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Hongjun Fan
- Beijing Key Laboratory of Pediatric Hematology Oncology, National Discipline of Pediatrics, Ministry of Education, MOE Key Laboratory of Major Diseases in Children, Hematology Oncology Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Huimin Hong
- Beijing Key Laboratory of Pediatric Hematology Oncology, National Discipline of Pediatrics, Ministry of Education, MOE Key Laboratory of Major Diseases in Children, Hematology Oncology Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Chao Duan
- Beijing Key Laboratory of Pediatric Hematology Oncology, National Discipline of Pediatrics, Ministry of Education, MOE Key Laboratory of Major Diseases in Children, Hematology Oncology Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Mei Jin
- Beijing Key Laboratory of Pediatric Hematology Oncology, National Discipline of Pediatrics, Ministry of Education, MOE Key Laboratory of Major Diseases in Children, Hematology Oncology Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Dawei Zhang
- Beijing Key Laboratory of Pediatric Hematology Oncology, National Discipline of Pediatrics, Ministry of Education, MOE Key Laboratory of Major Diseases in Children, Hematology Oncology Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Lihua Qiu
- Beijing Keyin Technology Company Limited, Beijing Keyin Evergreen Institutes for Medical Research Company Limited, Eastern Block of Jianwai SOHO, Chaoyang District, Beijing, 100022, China
| | - Xianfeng Cheng
- Beijing Keyin Technology Company Limited, Beijing Keyin Evergreen Institutes for Medical Research Company Limited, Eastern Block of Jianwai SOHO, Chaoyang District, Beijing, 100022, China
| | - Zhong Xu
- Beijing Keyin Technology Company Limited, Beijing Keyin Evergreen Institutes for Medical Research Company Limited, Eastern Block of Jianwai SOHO, Chaoyang District, Beijing, 100022, China.
| | - Xiaoli Ma
- Beijing Key Laboratory of Pediatric Hematology Oncology, National Discipline of Pediatrics, Ministry of Education, MOE Key Laboratory of Major Diseases in Children, Hematology Oncology Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China.
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Han X, Han Y, Tan Q, Huang Y, Yang J, Yang S, He X, Zhou S, Song Y, Pi J, Zuo L, Yao J, Wu D, Zhang Z, Shi Y. Tracking longitudinal genetic changes of circulating tumor DNA (ctDNA) in advanced Lung adenocarcinoma treated with chemotherapy. J Transl Med 2019; 17:339. [PMID: 31597567 PMCID: PMC6785899 DOI: 10.1186/s12967-019-2087-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Accepted: 09/25/2019] [Indexed: 02/07/2023] Open
Abstract
Introduction Pemetrexed combined with platinum complexes can be used as first-line treatment for advanced non-squamous non-small cell lung cancer (NSCLC), however, the efficacy and safety is varying from individuals. There is a need to better understand the genetic variations associated with platinum response. Materials and Methods We performed next-generation sequencing (NGS) based on BGI Oseq-ctDNA panel to analyze 98 longitudinal plasma samples from 32 lung adenocarcinoma patients during platinum-based chemotherapy, and a bioinformatic pipeline was developed to detect point mutations. Results We found that mutation burden was decreased after chemotherapy, which reflected chemotherapy sensitivity, especially the frequency of C>G and C>A substitutions. Moreover, neoplastic cells carrying a specific set of somatic mutations, such as EGFR(L858R), KRAS (p.G12C) were obviously correlated with platinum treatment. In addition, the MAPK pathway was found to have a pivotal role in NSCLC and platinum based response. Finally, we found that smokers benefit less from platinum-based chemotherapy. Conclusions Collectively, this work described the dynamic changes of ctDNA mutation status during platinum-based treatment, which may contribute to advanced lung adenocarcinoma patients stratification and precision treatment.
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Affiliation(s)
- Xiaohong Han
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China.,Department of Clinical Laboratory, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Ying Han
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China
| | - Qiaoyun Tan
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China
| | - Yu Huang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China
| | - Jianliang Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China
| | - Sheng Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China
| | - Xiaohui He
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China
| | - Shengyu Zhou
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China
| | - Yan Song
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China
| | - Jinping Pi
- Beijing Chaoyang Sanhuan Cancer Hospital, Beijing, China
| | - Lijie Zuo
- Beijing Chaoyang Sanhuan Cancer Hospital, Beijing, China
| | - Jiarui Yao
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China
| | - Di Wu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China
| | - Zhishang Zhang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China
| | - Yuankai Shi
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, China.
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Xu Z, Qiao Y, Tu J. Microfluidic Technologies for cfDNA Isolation and Analysis. MICROMACHINES 2019; 10:mi10100672. [PMID: 31623361 PMCID: PMC6843514 DOI: 10.3390/mi10100672] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 09/27/2019] [Accepted: 09/29/2019] [Indexed: 12/18/2022]
Abstract
Cell-free DNA (cfDNA), which promotes precision oncology, has received extensive concern because of its abilities to inform genomic mutations, tumor burden and drug resistance. The absolute quantification of cfDNA concentration has been proved as an independent prognostic biomarker of overall survival. However, the properties of low abundance and high fragmentation hinder the isolation and further analysis of cfDNA. Microfluidic technologies and lab-on-a-chip (LOC) devices provide an opportunity to deal with cfDNA sample at a micrometer scale, which reduces required sample volume and makes rapid isolation possible. Microfluidic platform also allow for high degree of automation and high-throughput screening without liquid transfer, where rapid and precise examination and quantification could be performed at the same time. Microfluidic technologies applied in cfDNA isolation and analysis are limited and remains to be further explored. This paper reviewed the existing and potential applications of microfluidic technologies in collection and enrichment of cfDNA, quantification, mutation detection and sequencing library construction, followed by discussion of future perspectives.
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Affiliation(s)
- Zheyun Xu
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China.
| | - Yi Qiao
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China.
| | - Jing Tu
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China.
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Thakur S, Tobey A, Daley B, Auh S, Walter M, Patel D, Nilubol N, Kebebew E, Patel A, Jensen K, Vasko V, Klubo-Gwiezdzinska J. Limited Utility of Circulating Cell-Free DNA Integrity as a Diagnostic Tool for Differentiating Between Malignant and Benign Thyroid Nodules With Indeterminate Cytology (Bethesda Category III). Front Oncol 2019; 9:905. [PMID: 31620364 PMCID: PMC6759775 DOI: 10.3389/fonc.2019.00905] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 08/30/2019] [Indexed: 12/17/2022] Open
Abstract
Background: Analysis of plasma circulating cell-free DNA integrity (cfDI) has emerged as a promising tool in the diagnosis of malignant vs. benign tumors. There is limited data on the role of cfDI in thyroid cancer. The goal of this study was to analyze cfDI as a biomarker of malignancy in patients with cytologically indeterminate thyroid nodules. Methods: The cfDI was measured in the plasma of patients with cytologically indeterminate thyroid nodules. All patients underwent plasma collection within 24–72 h before surgical treatment for thyroid nodules. Additionally, samples were collected from seven patients via the vein draining the thyroid and peripheral vein during surgery. Quantitative real-time PCR was performed on the isolated cell-free DNA using two different primer sets (115 and 247 bp) to amplify consensus ALU sequences. The cfDI was calculated as the ratio of ALU247 to ALU115. Results: All data are given as median [25th−75th percentile]. The study group consisted of 67 patients with 100 nodules, 80.6% (54/67) women, aged 43 [33-60] years. There was no difference in cfDI between 29 patients with benign nodules (0.49 [0.41–0.59]) and 38 patients with malignant lesions (0.45 [0.36–0.57], p = 0.19). There was no difference in cfDI in the vein draining the thyroid (0.47 [0.24–1.05]) and peripheral vein (0.48 [0.36–0.56], p = 0.44). In comparison to thyroid cancer patients, patients with benign nodules were characterized by significantly higher concentrations of ALU115 (1,064 [529–2,960] vs. 411 [27–1,049] ng/ml; p = 0.002) and ALU247 (548 [276–1,894] vs. 170 [17-540] ng/ml; p = 0.0005), most likely because benign tumors were larger (3, [1.8–4.1 cm]) than malignant lesions (0.7 [0.23–1.45], p < 0.0001). Women had significantly lower cfDI (0.45 [0.27–0.54]) than men (0.56 [0.44–0.8], p = 0.011). Conclusion: The cfDI measured in the vein draining the thyroid is similar to the cfDI measured in the antecubital vein, validating cfDI measurements by peripheral liquid biopsy. Analysis of cfDI needs to be stratified by patients gender. In contrast to its diagnostic utility in aggressive cancers, cfDI has limited utility as a biomarker of malignancy in cytologically indeterminate thyroid nodules.
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Affiliation(s)
- Shilpa Thakur
- Metabolic Disease Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Andrew Tobey
- Metabolic Disease Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Brianna Daley
- Metabolic Disease Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Sungyoung Auh
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Mary Walter
- Core for Clinical Laboratory Services, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Dhaval Patel
- Cancer Center - Froedtert Hospital, Milwaukee, WI, United States
| | - Naris Nilubol
- Endocrine Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - Electron Kebebew
- Division of General Surgery, Endocrine Oncology Research Laboratory, Department of Surgery, Stanford Medicine, School of Medicine, Stanford, CA, United States
| | - Aneeta Patel
- Department of Pediatric Endocrinology, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Kirk Jensen
- Department of Pediatric Endocrinology, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Vasyl Vasko
- Department of Pediatric Endocrinology, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Joanna Klubo-Gwiezdzinska
- Metabolic Disease Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, United States
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Alama A, Coco S, Genova C, Rossi G, Fontana V, Tagliamento M, Giovanna Dal Bello M, Rosa A, Boccardo S, Rijavec E, Biello F, Longo L, Cavalieri Z, Bruzzo C, Grossi F. Prognostic Relevance of Circulating Tumor Cells and Circulating Cell-Free DNA Association in Metastatic Non-Small Cell Lung Cancer Treated with Nivolumab. J Clin Med 2019; 8:jcm8071011. [PMID: 31295929 PMCID: PMC6679117 DOI: 10.3390/jcm8071011] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 07/08/2019] [Accepted: 07/09/2019] [Indexed: 12/18/2022] Open
Abstract
The treatment of advanced non-small cell lung cancer (NSCLC) has been revolutionized by immune checkpoint inhibitors (ICIs). The identification of prognostic and predictive factors in ICIs-treated patients is presently challenging. Circulating tumor cells (CTCs) and cell-free DNA (cfDNA) were evaluated in 89 previously treated NSCLC patients receiving nivolumab. Blood samples were collected before therapy and at the first and second radiological response assessments. CTCs were isolated by a filtration-based method. cfDNA was extracted from plasma and estimated by quantitative PCR. Patients with baseline CTC number and cfDNA below their median values (2 and 836.5 ng from 3 mL of blood and plasma, respectively) survived significantly longer than those with higher values (p = 0.05 and p = 0.04, respectively). The two biomarkers were then used separately and jointly as time-dependent covariates in a regression model confirming their prognostic role. Additionally, a four-fold risk of death for the subgroup presenting both circulating biomarkers above the median values was observed (p < 0.001). No significant differences were found between circulating biomarkers and best response. However, progressing patients with concomitant lower CTCs and cfDNA performed clinically well (p = 0.007), suggesting that jointed CTCs and cfDNA might help discriminate a low-risk population which might benefit from continuing ICIs beyond progression.
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Affiliation(s)
- Angela Alama
- Lung Cancer Unit, Division of Medical Oncology II, IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy.
| | - Simona Coco
- Lung Cancer Unit, Division of Medical Oncology II, IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy
| | - Carlo Genova
- Lung Cancer Unit, Division of Medical Oncology II, IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy
| | - Giovanni Rossi
- Lung Cancer Unit, Division of Medical Oncology II, IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy
| | - Vincenzo Fontana
- Clinical Epidemiology Unit, IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy
| | - Marco Tagliamento
- Lung Cancer Unit, Division of Medical Oncology II, IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy
| | - Maria Giovanna Dal Bello
- Lung Cancer Unit, Division of Medical Oncology II, IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy
| | - Alessandra Rosa
- Clinical Epidemiology Unit, IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy
| | - Simona Boccardo
- Lung Cancer Unit, Division of Medical Oncology II, IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy
| | - Erika Rijavec
- Medical Oncology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Via F. Sforza, 28, 20122 Milan, Italy
| | - Federica Biello
- AOU Maggiore della Carità, Corso Mazzini 18, 28100 Novara, Italy
| | - Luca Longo
- Lung Cancer Unit, Division of Medical Oncology II, IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy
| | - Zita Cavalieri
- Lung Cancer Unit, Division of Medical Oncology II, IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy
| | - Cristina Bruzzo
- Lung Cancer Unit, Division of Medical Oncology II, IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy
| | - Francesco Grossi
- Medical Oncology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Via F. Sforza, 28, 20122 Milan, Italy
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Arzuaga-Mendez J, Prieto-Fernández E, Lopez-Lopez E, Martin-Guerrero I, García-Ruiz JC, García-Orad A. Cell-free DNA as a biomarker in diffuse large B-cell lymphoma: A systematic review. Crit Rev Oncol Hematol 2019; 139:7-15. [DOI: 10.1016/j.critrevonc.2019.04.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 04/12/2019] [Accepted: 04/13/2019] [Indexed: 02/08/2023] Open
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