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Ma MJL, Zhang WZ, Jiang P, Ji L, Xiong D, Peng W, Lam WKJ, Yu SCY, Choy LYL, Tse RTH, Cheng SH, Zhou Q, Bai J, Hu X, Shi Y, Chan LL, Chan WTC, Wong PY, Fung S, Lau SL, Wong J, Chan SL, Chiu PKF, Teoh JYC, Poon LC, Ng CF, Szeto CC, Chan KCA, Lo YMD. Chromatin accessibility states affect transrenal clearance of plasma DNA: Implications for urine-based diagnostics. MED 2025:100646. [PMID: 40209704 DOI: 10.1016/j.medj.2025.100646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 07/03/2024] [Accepted: 03/07/2025] [Indexed: 04/12/2025]
Abstract
BACKGROUND Urinary cell-free DNA (ucfDNA) is a valuable resource for truly non-invasive liquid biopsy. UcfDNA comprises transrenal ucfDNA passing from the bloodstream through the glomeruli and locally shed urinary-tract ucfDNA. Understanding their differences in characteristics may enable new diagnostic applications. METHODS We analyzed 136 ucfDNA samples from healthy controls, pregnant women, patients with chronic kidney diseases (CKDs), and bladder cancer using massively parallel sequencing. Fragmentomic characteristics including fragment sizes and 5' end motifs were deduced. The relationship between ucfDNA and chromatin accessibility was examined by overlapping ucfDNA with open chromatin regions (OCRs, lacking histones) and heterochromatin regions (HCRs, tightly packed with histones). FINDINGS Compared with urinary-tract ucfDNA, the transrenal ucfDNA was shorter and enriched for C-ends. The transrenal ucfDNA was over-represented in OCRs but depleted in HCRs, indicating an interplay between the glomerular filtration barrier and the effective cfDNA size. In patients with proteinuria (preeclampsia and CKDs), the amount of ucfDNA from HCRs increased, suggesting elevated glomerular permeability of histone-bound plasma DNA molecules. In oncology, the use of hypomethylation signals in HCRs enhanced bladder cancer detection, with an area under the receiver operating characteristic curve of 0.93. CONCLUSIONS Chromatin accessibility states impact the transrenal clearance of plasma DNA, likely through the size restriction of the glomerular barrier. This realization has enabled the rational development of novel approaches for detecting or monitoring renal dysfunction and urological cancers. FUNDING The Innovation and Technology Commission of the Hong Kong SAR Government (InnoHK initiative) and the Li Ka Shing Foundation supported this study.
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Affiliation(s)
- Mary-Jane L Ma
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Woody Z Zhang
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Peiyong Jiang
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; State Key Laboratory of Translational Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Lu Ji
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Dongyan Xiong
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Wenlei Peng
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - W K Jacky Lam
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; State Key Laboratory of Translational Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Stephanie C Y Yu
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - L Y Lois Choy
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Ryan Tsz-Hei Tse
- Department of Surgery, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Suk Hang Cheng
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Qing Zhou
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Jinyue Bai
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Xi Hu
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Yuwei Shi
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Landon L Chan
- Department of Clinical Oncology, Sir Y.K. Pao Centre for Cancer, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - W T Charlotte Chan
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Pik-Ying Wong
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Sherwood Fung
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - So Ling Lau
- Department of Obstetrics and Gynaecology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - John Wong
- Department of Surgery, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Stephen L Chan
- State Key Laboratory of Translational Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China; Department of Clinical Oncology, Sir Y.K. Pao Centre for Cancer, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Peter K F Chiu
- Department of Surgery, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Jeremy Y C Teoh
- Department of Surgery, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Liona C Poon
- Department of Obstetrics and Gynaecology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Chi-Fai Ng
- Department of Surgery, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Cheuk-Chun Szeto
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - K C Allen Chan
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; State Key Laboratory of Translational Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Y M Dennis Lo
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; State Key Laboratory of Translational Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China.
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Pagani F, Orzan F, Lago S, De Bacco F, Prelli M, Cominelli M, Somenza E, Gryzik M, Balzarini P, Ceresa D, Marubbi D, Isella C, Crisafulli G, Poli M, Malatesta P, Galli R, Ronca R, Zippo A, Boccaccio C, Poliani PL. Concurrent RB1 and P53 pathway disruption predisposes to the development of a primitive neuronal component in high-grade gliomas depending on MYC-driven EBF3 transcription. Acta Neuropathol 2025; 149:8. [PMID: 39821672 DOI: 10.1007/s00401-025-02845-y] [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: 10/21/2024] [Revised: 01/05/2025] [Accepted: 01/06/2025] [Indexed: 01/30/2025]
Abstract
The foremost feature of glioblastoma (GBM), the most frequent malignant brain tumours in adults, is a remarkable degree of intra- and inter-tumour heterogeneity reflecting the coexistence within the tumour bulk of different cell populations displaying distinctive genetic and transcriptomic profiles. GBM with primitive neuronal component (PNC), recently identified by DNA methylation-based classification as a peculiar GBM subtype (GBM-PNC), is a poorly recognized and aggressive GBM variant characterised by nodules containing cells with primitive neuronal differentiation along with conventional GBM areas. In addition, the presence of a PNC component has been also reported in IDH-mutant high-grade gliomas (HGGs), and to a lesser extent to other HGGs, suggesting that regardless from being IDH-mutant or IDH-wildtype, peculiar genetic and/or epigenetic events may contribute to the phenotypic skewing with the emergence of the PNC phenotype. However, a clear hypothesis on the mechanisms responsible for this phenotypic skewing is still lacking. We assumed that the biphasic nature of these entities represents a unique model to investigate the relationships between genetic alterations and their phenotypic manifestations. In this study we show that in HGGs with PNC features both components are highly enriched in genetic alterations directly causing cell cycle deregulation (RB inactivation or CDK4 amplification) and p53 pathway inactivation (TP53 mutations or MDM2/4 amplification). However, the PNC component displays further upregulation of transcriptional pathways associated with proliferative activity, including overexpression of MYC target genes. Notably, the PNC phenotype relies on the expression of EBF3, an early neurogenic transcription factor, which is directly controlled by MYC transcription factors in accessible chromatin sites. Overall our findings indicate that the concomitant presence of genetic alterations, impinging on both cell cycle and p53 pathway control, strongly predisposes GBM to develop a concomitant poorly differentiated primitive phenotype depending on MYC-driven EBF3 transcription in a subset of glioma stem-like progenitor cells.
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Affiliation(s)
- Francesca Pagani
- Pathology Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
- I Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Francesca Orzan
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, 10060, Turin, Italy
- Department of Oncology, University of Turin Medical School, Candiolo, 10060, Turin, Italy
| | - Sara Lago
- Laboratory for Chromatin Biology and Epigenetics, CIBIO-Department of Cellular, Computational and Integrative Biology, University of Trento, Trento, Italy
| | - Francesca De Bacco
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, 10060, Turin, Italy
- Department of Oncology, University of Turin Medical School, Candiolo, 10060, Turin, Italy
| | - Marta Prelli
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, 10060, Turin, Italy
- Department of Oncology, University of Turin Medical School, Candiolo, 10060, Turin, Italy
| | - Manuela Cominelli
- Pathology Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Elena Somenza
- Pathology Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
- Experimental Oncology and Immunology Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Magdalena Gryzik
- Pathology Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
- Biochemistry Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Piera Balzarini
- Pathology Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Davide Ceresa
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Daniela Marubbi
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Department of Experimental Medicine (DIMES), University of Genova, Genoa, Italy
| | - Claudio Isella
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, 10060, Turin, Italy
- Department of Oncology, University of Turin Medical School, Candiolo, 10060, Turin, Italy
| | | | - Maura Poli
- Biochemistry Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Paolo Malatesta
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Department of Experimental Medicine (DIMES), University of Genova, Genoa, Italy
| | - Rossella Galli
- Neural Stem Cell Biology Unit, Division of Neuroscience, IRCCS San Raffaele Hospital, Milan, Italy
| | - Roberto Ronca
- Experimental Oncology and Immunology Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Alessio Zippo
- Laboratory for Chromatin Biology and Epigenetics, CIBIO-Department of Cellular, Computational and Integrative Biology, University of Trento, Trento, Italy
| | - Carla Boccaccio
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, 10060, Turin, Italy
- Department of Oncology, University of Turin Medical School, Candiolo, 10060, Turin, Italy
| | - Pietro Luigi Poliani
- Pathology Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy.
- Pathology Unit, IRCCS Ospedale San Raffaele, Milan, Italy.
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3
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Crisafulli G. Liquid Biopsy and Challenge of Assay Heterogeneity for Minimal Residual Disease Assessment in Colon Cancer Treatment. Genes (Basel) 2025; 16:71. [PMID: 39858618 PMCID: PMC11765229 DOI: 10.3390/genes16010071] [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: 12/28/2024] [Revised: 01/07/2025] [Accepted: 01/08/2025] [Indexed: 01/27/2025] Open
Abstract
This review provides a comprehensive overview of the evolving role of minimal residual disease (MRD) for patients with Colon Cancer (CC). Currently, the standard of care for patients with non-metastatic CC is adjuvant chemotherapy (ACT) for all patients with stage III and high-risk stage II CC following surgical intervention. Despite a 5-20% improvement in long-term survival outcomes, this approach also results in a significant proportion of patients receiving ACT without any therapeutic benefit and being unnecessarily exposed to the risks of secondary side effects. This underscores an unmet clinical need for more precise stratification to distinguish patients who necessitate ACT from those who can be treated with surgery alone. By employing liquid biopsy, it is possible to discern MRD enabling the categorization of patients as MRD-positive or MRD-negative, potentially revolutionizing the management of ACT. This review aimed to examine the heterogeneity of methodologies currently available for MRD detection, encompassing the state-of-the-art technologies, their respective advantages, limitations, and the technological challenges and multi-omic approaches that can be utilized to enhance assay performance. Furthermore, a discussion was held regarding the clinical trials that employ an MRD assay focusing on the heterogeneity of the assays used. These differences in methodology, target selection, and performance risk producing inconsistent results that may not solely reflect biological/clinical differences but may be the consequence of the preferential use of particular products in studies conducted in different countries. Standardization and harmonization of MRD assays will be crucial to ensure the liquid revolution delivers reliable and clinically actionable outcomes for patients.
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Pessei V, Macagno M, Mariella E, Congiusta N, Battaglieri V, Battuello P, Viviani M, Gionfriddo G, Lamba S, Lorenzato A, Oddo D, Idrees F, Cavaliere A, Bartolini A, Guarrera S, Linnebacher M, Monteonofrio L, Cardone L, Milella M, Bertotti A, Soddu S, Grassi E, Crisafulli G, Bardelli A, Barault L, Di Nicolantonio F. DNA demethylation triggers cell free DNA release in colorectal cancer cells. Genome Med 2024; 16:118. [PMID: 39385243 PMCID: PMC11462661 DOI: 10.1186/s13073-024-01386-5] [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: 07/31/2023] [Accepted: 09/18/2024] [Indexed: 10/12/2024] Open
Abstract
BACKGROUND Liquid biopsy based on cell-free DNA (cfDNA) analysis holds significant promise as a minimally invasive approach for the diagnosis, genotyping, and monitoring of solid malignancies. Human tumors release cfDNA in the bloodstream through a combination of events, including cell death, active and passive release. However, the precise mechanisms leading to cfDNA shedding remain to be characterized. Addressing this question in patients is confounded by several factors, such as tumor burden extent, anatomical and vasculature barriers, and release of nucleic acids from normal cells. In this work, we exploited cancer models to dissect basic mechanisms of DNA release. METHODS We measured cell loss ratio, doubling time, and cfDNA release in the supernatant of a colorectal cancer (CRC) cell line collection (N = 76) representative of the molecular subtypes previously identified in cancer patients. Association analyses between quantitative parameters of cfDNA release, cell proliferation, and molecular features were evaluated. Functional experiments were performed to test the impact of modulating DNA methylation on cfDNA release. RESULTS Higher levels of supernatant cfDNA were significantly associated with slower cell cycling and increased cell death. In addition, a higher cfDNA shedding was found in non-CpG Island Methylator Phenotype (CIMP) models. These results indicate a positive correlation between lower methylation and increased cfDNA levels. To explore this further, we exploited methylation microarrays to identify a subset of probes significantly associated with cfDNA shedding and derive a methylation signature capable of discriminating high from low cfDNA releasers. We applied this signature to an independent set of 176 CRC cell lines and patient derived organoids to select 14 models predicted to be low or high releasers. The methylation profile successfully predicted the amount of cfDNA released in the supernatant. At the functional level, genetic ablation of DNA methyl-transferases increased chromatin accessibility and DNA fragmentation, leading to increased cfDNA release in isogenic CRC cell lines. Furthermore, in vitro treatment of five low releaser CRC cells with a demethylating agent was able to induce a significant increase in cfDNA shedding. CONCLUSIONS Methylation status of cancer cell lines contributes to the variability of cfDNA shedding in vitro. Changes in methylation pattern are associated with cfDNA release levels and might be exploited to increase sensitivity of liquid biopsy assays.
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Affiliation(s)
- Valeria Pessei
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
| | - Marco Macagno
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
| | - Elisa Mariella
- Department of Oncology, University of Torino, Turin, Italy
- IFOM, the AIRC Institute of Molecular Oncology, Milan, Italy
| | - Noemi Congiusta
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Vittorio Battaglieri
- Department of Oncology, University of Torino, Turin, Italy
- IFOM, the AIRC Institute of Molecular Oncology, Milan, Italy
| | - Paolo Battuello
- Department of Oncology, University of Torino, Turin, Italy
- IFOM, the AIRC Institute of Molecular Oncology, Milan, Italy
| | - Marco Viviani
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Giulia Gionfriddo
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Simona Lamba
- Department of Oncology, University of Torino, Turin, Italy
| | | | - Daniele Oddo
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Fariha Idrees
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Alessandro Cavaliere
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Alice Bartolini
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
| | - Simonetta Guarrera
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
- IIGM-Italian Institute for Genomic Medicine, c/o IRCCS, Candiolo, Turin, Italy
| | - Michael Linnebacher
- Clinic of General Surgery, Molecular Oncology and Immunotherapy, UMR, Rostock, Germany
| | - Laura Monteonofrio
- Department of Research and Advanced Technologies, Regina Elena National Cancer Institute IRCCS, Rome, Italy
| | - Luca Cardone
- Department of Research and Advanced Technologies, Regina Elena National Cancer Institute IRCCS, Rome, Italy
| | - Michele Milella
- Section of Innovation Biomedicine - Oncology Area, Department of Engineering for Innovation Medicine, University of Verona and Verona University and Hospital Trust, Verona, Italy
| | - Andrea Bertotti
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Silvia Soddu
- Department of Research and Advanced Technologies, Regina Elena National Cancer Institute IRCCS, Rome, Italy
| | - Elena Grassi
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | | | - Alberto Bardelli
- Department of Oncology, University of Torino, Turin, Italy
- IFOM, the AIRC Institute of Molecular Oncology, Milan, Italy
| | - Ludovic Barault
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy.
- Department of Oncology, University of Torino, Turin, Italy.
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy.
- Department of Oncology, University of Torino, Turin, Italy.
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Crisafulli G. Mutational Signatures in Colorectal Cancer: Translational Insights, Clinical Applications, and Limitations. Cancers (Basel) 2024; 16:2956. [PMID: 39272814 PMCID: PMC11393898 DOI: 10.3390/cancers16172956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Revised: 08/21/2024] [Accepted: 08/22/2024] [Indexed: 09/15/2024] Open
Abstract
A multitude of exogenous and endogenous processes have the potential to result in DNA damage. While the repair mechanisms are typically capable of correcting this damage, errors in the repair process can result in mutations. The findings of research conducted in 2012 indicate that mutations do not occur randomly but rather follow specific patterns that can be attributed to known or inferred mutational processes. The process of mutational signature analysis allows for the inference of the predominant mutational process for a given cancer sample, with significant potential for clinical applications. A deeper comprehension of these mutational signatures in CRC could facilitate enhanced prevention strategies, facilitate the comprehension of genotoxic drug activity, predict responses to personalized treatments, and, in the future, inform the development of targeted therapies in the context of precision oncology. The efforts of numerous researchers have led to the identification of several mutational signatures, which can be categorized into different mutational signature references. In CRC, distinct mutational signatures are identified as correlating with mismatch repair deficiency, polymerase mutations, and chemotherapy treatment. In this context, a mutational signature analysis offers considerable potential for enhancing minimal residual disease (MRD) tests in stage II (high-risk) and stage III CRC post-surgery, stratifying CRC based on the impacts of genetic and epigenetic alterations for precision oncology, identifying potential therapeutic vulnerabilities, and evaluating drug efficacy and guiding therapy, as illustrated in a proof-of-concept clinical trial.
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Battuello P, Corti G, Bartolini A, Lorenzato A, Sogari A, Russo M, Di Nicolantonio F, Bardelli A, Crisafulli G. Mutational signatures of colorectal cancers according to distinct computational workflows. Brief Bioinform 2024; 25:bbae249. [PMID: 38783705 PMCID: PMC11116831 DOI: 10.1093/bib/bbae249] [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: 02/20/2024] [Revised: 04/15/2024] [Accepted: 05/13/2024] [Indexed: 05/25/2024] Open
Abstract
Tumor mutational signatures have gained prominence in cancer research, yet the lack of standardized methods hinders reproducibility and robustness. Leveraging colorectal cancer (CRC) as a model, we explored the influence of computational parameters on mutational signature analyses across 230 CRC cell lines and 152 CRC patients. Results were validated in three independent datasets: 483 endometrial cancer patients stratified by mismatch repair (MMR) status, 35 lung cancer patients by smoking status and 12 patient-derived organoids (PDOs) annotated for colibactin exposure. Assessing various bioinformatic tools, reference datasets and input data sizes including whole genome sequencing, whole exome sequencing and a pan-cancer gene panel, we demonstrated significant variability in the results. We report that the use of distinct algorithms and references led to statistically different results, highlighting how arbitrary choices may induce variability in the mutational signature contributions. Furthermore, we found a differential contribution of mutational signatures between coding and intergenic regions and defined the minimum number of somatic variants required for reliable mutational signature assignment. To facilitate the identification of the most suitable workflows, we developed Comparative Mutational Signature analysis on Coding and Extragenic Regions (CoMSCER), a bioinformatic tool which allows researchers to easily perform comparative mutational signature analysis by coupling the results from several tools and public reference datasets and to assess mutational signature contributions in coding and non-coding genomic regions. In conclusion, our study provides a comparative framework to elucidate the impact of distinct computational workflows on mutational signatures.
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Affiliation(s)
- Paolo Battuello
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
- Genomics of Cancer and Targeted Therapies Unit, IFOM ETS, The AIRC Institute of Molecular Oncology, Via Adamello 16, 20139, Milan, Italy
| | - Giorgio Corti
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
- Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 - km 3.95, 10060, Candiolo, Turin, Italy
| | - Alice Bartolini
- Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 - km 3.95, 10060, Candiolo, Turin, Italy
| | - Annalisa Lorenzato
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
| | - Alberto Sogari
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
- Genomics of Cancer and Targeted Therapies Unit, IFOM ETS, The AIRC Institute of Molecular Oncology, Via Adamello 16, 20139, Milan, Italy
| | - Mariangela Russo
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
- Genomics of Cancer and Targeted Therapies Unit, IFOM ETS, The AIRC Institute of Molecular Oncology, Via Adamello 16, 20139, Milan, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
- Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 - km 3.95, 10060, Candiolo, Turin, Italy
| | - Alberto Bardelli
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
- Genomics of Cancer and Targeted Therapies Unit, IFOM ETS, The AIRC Institute of Molecular Oncology, Via Adamello 16, 20139, Milan, Italy
| | - Giovanni Crisafulli
- Genomics of Cancer and Targeted Therapies Unit, IFOM ETS, The AIRC Institute of Molecular Oncology, Via Adamello 16, 20139, Milan, Italy
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7
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Wever BMM, Steenbergen RDM. Unlocking the potential of tumor-derived DNA in urine for cancer detection: methodological challenges and opportunities. Mol Oncol 2024. [PMID: 38462745 DOI: 10.1002/1878-0261.13628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 12/20/2023] [Accepted: 01/27/2024] [Indexed: 03/12/2024] Open
Abstract
High cancer mortality rates and the rising cancer burden worldwide drive the development of innovative methods in order to advance cancer diagnostics. Urine contains a viable source of tumor material and allows for self-collection from home. Biomarker testing in this liquid biopsy represents a novel approach that is convenient for patients and can be effective in detecting cancer at a curable stage. Here, we set out to provide a detailed overview of the rationale behind urine-based cancer detection, with a focus on non-urological cancers, and its potential for cancer diagnostics. Moreover, evolving methodological challenges and untapped opportunities for urine biomarker testing are discussed, particularly emphasizing DNA methylation of tumor-derived cell-free DNA. We also provide future recommendations for technical advancements in urine-based cancer detection and elaborate on potential mechanisms involved in the transrenal transport of cell-free DNA.
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Affiliation(s)
- Birgit M M Wever
- Department of Pathology, Amsterdam UMC, location Vrije Universiteit Amsterdam, The Netherlands
- Imaging and Biomarkers, Cancer Center Amsterdam, The Netherlands
| | - Renske D M Steenbergen
- Department of Pathology, Amsterdam UMC, location Vrije Universiteit Amsterdam, The Netherlands
- Imaging and Biomarkers, Cancer Center Amsterdam, The Netherlands
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8
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Bhambhani C, Kang Q, Hovelson DH, Sandford E, Olesnavich M, Dermody SM, Wolfgang J, Tuck KL, Brummel C, Bhangale AD, He K, Gutierrez MG, Lindstrom RH, Liu CJ, Tuck M, Kandarpa M, Mierzwa M, Casper K, Prince ME, Krauss JC, Talpaz M, Henry NL, Giraldez MD, Ramnath N, Tomlins SA, Swiecicki PL, Brenner JC, Tewari M. ctDNA transiting into urine is ultrashort and facilitates noninvasive liquid biopsy of HPV+ oropharyngeal cancer. JCI Insight 2024; 9:e177759. [PMID: 38516891 PMCID: PMC11018327 DOI: 10.1172/jci.insight.177759] [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: 11/20/2023] [Accepted: 02/02/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUNDTransrenal cell-free tumor DNA (TR-ctDNA), which transits from the bloodstream into urine, has the potential to enable noninvasive cancer detection for a wide variety of nonurologic cancer types.MethodsUsing whole-genome sequencing, we discovered that urine TR-ctDNA fragments across multiple cancer types are predominantly ultrashort (<50 bp) and, therefore, likely to be missed by conventional ctDNA assays. We developed an ultrashort droplet digital PCR assay to detect TR-ctDNA originating from HPV-associated oropharyngeal squamous cell carcinoma (HPV+ OPSCC) and confirmed that assaying ultrashort DNA is critical for sensitive cancer detection from urine samples.ResultsTR-ctDNA was concordant with plasma ctDNA for cancer detection in patients with HPV+ OPSCC. As proof of concept for using urine TR-ctDNA for posttreatment surveillance, in a small longitudinal case series, TR-ctDNA showed promise for noninvasive detection of recurrence of HPV+ OPSCC.ConclusionOur data indicate that focusing on ultrashort fragments of TR-ctDNA will be important for realizing the full potential of urine-based cancer diagnostics. This has implications for urine-based detection of a wide variety of cancer types and for facilitating access to care through at-home specimen collections.FundingNIH grants R33 CA229023, R21 CA225493; NIH/National Cancer Institute grants U01 CA183848, R01 CA184153, and P30CA046592; American Cancer Society RSG-18-062-01-TBG; American Cancer Society Mission Boost grant MBGI-22-056-01-MBG; and the A. Alfred Taubman Medical Research Institute.
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Affiliation(s)
| | - Qing Kang
- Department of Internal Medicine, Division of Hematology/Oncology
| | - Daniel H. Hovelson
- Michigan Center for Translational Pathology
- Department of Computational Medicine & Bioinformatics
| | - Erin Sandford
- Department of Internal Medicine, Division of Hematology/Oncology
| | - Mary Olesnavich
- Department of Internal Medicine, Division of Hematology/Oncology
| | | | - Jenny Wolfgang
- Department of Internal Medicine, Division of Hematology/Oncology
| | - Kirsten L. Tuck
- Department of Internal Medicine, Division of Hematology/Oncology
| | | | | | - Kuang He
- Department of Internal Medicine, Division of Hematology/Oncology
| | | | | | - Chia-Jen Liu
- Michigan Center for Translational Pathology
- Department of Pathology
| | - Melissa Tuck
- Department of Internal Medicine, Division of Hematology/Oncology
| | - Malathi Kandarpa
- Department of Internal Medicine, Division of Hematology/Oncology
| | - Michelle Mierzwa
- Department of Radiation Oncology, and
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Keith Casper
- Department of Otolaryngology
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Mark E. Prince
- Department of Otolaryngology
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, USA
| | - John C. Krauss
- Department of Internal Medicine, Division of Hematology/Oncology
| | - Moshe Talpaz
- Department of Internal Medicine, Division of Hematology/Oncology
| | - N. Lynn Henry
- Department of Internal Medicine, Division of Hematology/Oncology
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Maria D. Giraldez
- Department of Internal Medicine, Division of Hematology/Oncology
- Institute of Biomedicine of Seville (IBiS), Hospital Universitario Virgen del Rocío, Consejo Superior de Investigaciones Científicas, University of Seville, Seville, Spain
| | - Nithya Ramnath
- Department of Internal Medicine, Division of Hematology/Oncology
| | - Scott A. Tomlins
- Michigan Center for Translational Pathology
- Department of Pathology
- Department of Urology
| | - Paul L. Swiecicki
- Department of Internal Medicine, Division of Hematology/Oncology
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, USA
| | - J. Chad Brenner
- Department of Otolaryngology
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, USA
- Department of Pharmacology
| | - Muneesh Tewari
- Department of Internal Medicine, Division of Hematology/Oncology
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, USA
- Department of Biomedical Engineering, and
- Center for Computational Biology and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA
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9
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Ruppert T, Roth A, Kollmeier J, Mairinger T, Frost N. Cell-free DNA extraction from urine of lung cancer patients and healthy individuals: Evaluation of a simple method using sample volume up-scaling. J Clin Lab Anal 2023; 37:e24984. [PMID: 37991151 PMCID: PMC10749489 DOI: 10.1002/jcla.24984] [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: 09/18/2023] [Accepted: 10/24/2023] [Indexed: 11/23/2023] Open
Abstract
BACKGROUND Urine holds promise as a source for cell-free DNA (cfDNA) analysis of cancer genetics due to its nature as a self-collectable biospecimen available in large quantities. However, pre-analytical variables such as preservation of cfDNA or efficiency of up-scaling specimen volume need to be better explored to increase analysis sensitivity. PATIENTS AND METHODS Initially effects of pH levels on cfDNA stability of urine preserved with EDTA were investigated in three healthy probands. Furthermore, the efficiency of urine volume up-scaling was examined using a simple DNA extraction method and cfDNA in urine of 32 individuals. Quantification was performed by PCR detection of three relevant targets used for EGFR and KRAS gene mutational analysis. RESULTS Only samples preserved with EDTA at alkaline pH levels showed cfDNA stability of up to 10 days at room temperature. Moreover, it was found that increasing the volume up to 100 mL was highly efficient. A similar amount of copies was detected in three different gene sites in all specimens indicating both a good availability and a non-random distribution pattern across genes. Since the median cfDNA copy number was 1642 copies/mL, abundance of cfDNA in this type of liquid biopsy is low. CONCLUSION Predictable sensitivities with different urine volumes on the ground of detectable cfDNA in our study population revealed that up-scaling (>5 mL) is mandatory if the mutation allele frequency is less than 1%.
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Affiliation(s)
- Tilman Ruppert
- Department of PathologyHelios Klinikum Emil von BehringBerlinGermany
| | - Andreas Roth
- Department of PathologyHelios Klinikum Emil von BehringBerlinGermany
| | - Jens Kollmeier
- Department of PneumologyHelios Klinikum Emil von BehringBerlinGermany
| | - Thomas Mairinger
- Department of PathologyHelios Klinikum Emil von BehringBerlinGermany
| | - Nikolaj Frost
- Department of PneumologyCharité ‐ Universitätsmedizin BerlinBerlinGermany
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10
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Tsai HL, Lin CC, Sung YC, Chen SH, Chen LT, Jiang JK, Wang JY. The emergence of RAS mutations in patients with RAS wild-type mCRC receiving cetuximab as first-line treatment: a noninterventional, uncontrolled multicenter study. Br J Cancer 2023; 129:947-955. [PMID: 37488448 PMCID: PMC10491612 DOI: 10.1038/s41416-023-02366-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Revised: 06/30/2023] [Accepted: 07/11/2023] [Indexed: 07/26/2023] Open
Abstract
ABSRTACT BACKGROUND: Patients treated with anti-epidermal growth factor receptor (anti-EGFR) will ultimately develop acquired resistance promoted by clonal selection, mainly the emergence of mutations in the MAPK pathway (mostly RAS mutations). Baseline assessment of RAS mutations in the blood of patients correlates well with RAS tumour tissue testing and is currently an alternative option in routine clinical practice to guide first-line therapy. The aim of this study was the prevalence of acquired genomic alterations detected in the auxiliary tool of ctDNA testing and investigated the role of RAS ctDNA status for detecting tumour response and predicting benefit to anti-EGFR therapy. METHODS Only patients with concordant wild-type formalin-fixed, paraffin-embedded (FFPE) tumour tissue and baseline ctDNA RAS wild-type were included. RAS mutations in plasma were evaluated using MassARRAY platform. Blood samples were collected at baseline, every 3 months during first-line treatment, and at disease progression. The primary endpoint was the detection rate of RAS mutations during cetuximab treatment. The correlation between response and survival outcomes and the emergence of circulating RAS mutations was also analysed. RESULTS The detection rate of RAS mutations during treatment was 9.3% (10/108). RAS mutations detection occurred a median of 3 months prior to radiologic documentation. The subgroup of patients with RAS mutations exhibited significantly inferior progression-free survival and overall survival (P = 0.002 and 0.027, respectively) but the baseline characteristics, response rates, disease control rates, and metastatectomy were not significant (all P > 0.05). CONCLUSIONS We demonstrated that RAS ctDNA status might be a valuable biomarker for detecting early tumour response and predicting benefit to anti-EGFR therapy. CLINICAL TRIAL REGISTRATION NCT03401957 (January 17, 2018).
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Affiliation(s)
- Hsiang-Lin Tsai
- Division of Colorectal Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Surgery, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chun-Chi Lin
- Division of Colorectal Surgery, Department of Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
- Department of Surgery, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yung-Chung Sung
- School of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan
- Division of Hematology/Oncology, Internal Medicine, Cathay General Hospital, Taipei, Taiwan
| | - Shang-Hung Chen
- Division of Hematology and Oncology, Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | - Li-Tzong Chen
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
- Division of Medical Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Internal Medicine, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jeng-Kai Jiang
- Division of Colorectal Surgery, Department of Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.
- Department of Surgery, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
| | - Jaw-Yuan Wang
- Division of Colorectal Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.
- Department of Surgery, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
- Center for Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan.
- Pingtung Hospital, Ministry of Health and Welfare, Pingtung, Taiwan.
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11
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De Bacco F, Orzan F, Crisafulli G, Prelli M, Isella C, Casanova E, Albano R, Reato G, Erriquez J, D'Ambrosio A, Panero M, Dall'Aglio C, Casorzo L, Cominelli M, Pagani F, Melcarne A, Zeppa P, Altieri R, Morra I, Cassoni P, Garbossa D, Cassisa A, Bartolini A, Pellegatta S, Comoglio PM, Finocchiaro G, Poliani PL, Boccaccio C. Coexisting cancer stem cells with heterogeneous gene amplifications, transcriptional profiles, and malignancy are isolated from single glioblastomas. Cell Rep 2023; 42:112816. [PMID: 37505981 DOI: 10.1016/j.celrep.2023.112816] [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: 09/16/2022] [Revised: 04/05/2023] [Accepted: 06/30/2023] [Indexed: 07/30/2023] Open
Abstract
Glioblastoma (GBM) is known as an intractable, highly heterogeneous tumor encompassing multiple subclones, each supported by a distinct glioblastoma stem cell (GSC). The contribution of GSC genetic and transcriptional heterogeneity to tumor subclonal properties is debated. In this study, we describe the systematic derivation, propagation, and characterization of multiple distinct GSCs from single, treatment-naive GBMs (GSC families). The tumorigenic potential of each GSC better correlates with its transcriptional profile than its genetic make-up, with classical GSCs being inherently more aggressive and mesenchymal more dependent on exogenous growth factors across multiple GBMs. These GSCs can segregate and recapitulate different histopathological aspects of the same GBM, as shown in a paradigmatic tumor with two histopathologically distinct components, including a conventional GBM and a more aggressive primitive neuronal component. This study provides a resource for investigating how GSCs with distinct genetic and/or phenotypic features contribute to individual GBM heterogeneity and malignant escalation.
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Affiliation(s)
- Francesca De Bacco
- Laboratory of Cancer Stem Cell Research, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; Department of Oncology, University of Turin, 10060 Candiolo, Italy
| | - Francesca Orzan
- Laboratory of Cancer Stem Cell Research, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | | | - Marta Prelli
- Laboratory of Cancer Stem Cell Research, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; Department of Oncology, University of Turin, 10060 Candiolo, Italy
| | - Claudio Isella
- Department of Oncology, University of Turin, 10060 Candiolo, Italy; Laboratory of Oncogenomics, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | - Elena Casanova
- Laboratory of Cancer Stem Cell Research, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | - Raffaella Albano
- Core Facilities, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | - Gigliola Reato
- Laboratory of Cancer Stem Cell Research, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; Department of Oncology, University of Turin, 10060 Candiolo, Italy
| | - Jessica Erriquez
- Core Facilities, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | - Antonio D'Ambrosio
- Laboratory of Cancer Stem Cell Research, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | - Mara Panero
- Unit of Pathology, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | - Carmine Dall'Aglio
- Unit of Pathology, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | - Laura Casorzo
- Unit of Pathology, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | - Manuela Cominelli
- Pathology Unit, Department of Molecular and Translational Medicine, University of Brescia, 25123 Brescia, Italy
| | - Francesca Pagani
- Pathology Unit, Department of Molecular and Translational Medicine, University of Brescia, 25123 Brescia, Italy
| | - Antonio Melcarne
- Neurosurgery Unit, Città della Salute e della Scienza University Hospital, 10126 Turin, Italy
| | - Pietro Zeppa
- Neurosurgery Unit, Città della Salute e della Scienza University Hospital, 10126 Turin, Italy; Department of Neurosciences, University of Turin, 10126 Turin, Italy
| | - Roberto Altieri
- Department of Neurosciences, University of Turin, 10126 Turin, Italy
| | - Isabella Morra
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Paola Cassoni
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Diego Garbossa
- Neurosurgery Unit, Città della Salute e della Scienza University Hospital, 10126 Turin, Italy; Department of Neurosciences, University of Turin, 10126 Turin, Italy
| | - Anna Cassisa
- Laboratory of Oncogenomics, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | - Alice Bartolini
- Core Facilities, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | - Serena Pellegatta
- Unit of Immunotherapy of Brain Tumors, Fondazione IRCCS Istituto Neurologico C. Besta, 20133 Milan, Italy
| | - Paolo M Comoglio
- IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy
| | | | - Pietro L Poliani
- Pathology Unit, Department of Molecular and Translational Medicine, University of Brescia, 25123 Brescia, Italy
| | - Carla Boccaccio
- Laboratory of Cancer Stem Cell Research, Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; Department of Oncology, University of Turin, 10060 Candiolo, Italy.
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12
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Jordaens S, Zwaenepoel K, Tjalma W, Deben C, Beyers K, Vankerckhoven V, Pauwels P, Vorsters A. Urine biomarkers in cancer detection: A systematic review of preanalytical parameters and applied methods. Int J Cancer 2023; 152:2186-2205. [PMID: 36647333 DOI: 10.1002/ijc.34434] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 11/25/2022] [Accepted: 12/29/2022] [Indexed: 01/18/2023]
Abstract
The aim of this review was to explore the status of urine sampling as a liquid biopsy for noninvasive cancer research by reviewing used preanalytical parameters and protocols. We searched two main health sciences databases, PubMed and Web of Science. From all eligible publications (2010-2022), information was extracted regarding: (a) study population characteristics, (b) cancer type, (c) urine preanalytics, (d) analyte class, (e) isolation method, (f) detection method, (g) comparator used, (h) biomarker type, (i) conclusion and (j) sensitivity and specificity. The search query identified 7835 records, of which 924 unique publications remained after screening the title, abstract and full text. Our analysis demonstrated that many publications did not report information about the preanalytical parameters of their urine samples, even though several other studies have shown the importance of standardization of sample handling. Interestingly, it was noted that urine is used for many cancer types and not just cancers originating from the urogenital tract. Many different types of relevant analytes have been shown to be found in urine. Additionally, future considerations and recommendations are discussed: (a) the heterogeneous nature of urine, (b) the need for standardized practice protocols and (c) the road toward the clinic. Urine is an emerging liquid biopsy with broad applicability in different analytes and several cancer types. However, standard practice protocols for sample handling and processing would help to elaborate the clinical utility of urine in cancer research, detection and disease monitoring.
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Affiliation(s)
- Stephanie Jordaens
- Center for Oncological Research (CORE), Integrated Personalized & Precision Oncology Network (IPPON), University of Antwerp, Wilrijk, Belgium.,Novosanis NV, Wijnegem, Belgium
| | - Karen Zwaenepoel
- Center for Oncological Research (CORE), Integrated Personalized & Precision Oncology Network (IPPON), University of Antwerp, Wilrijk, Belgium.,Laboratory of Pathological Anatomy, Antwerp University Hospital (UZA), Edegem, Belgium
| | - Wiebren Tjalma
- Center for Oncological Research (CORE), Integrated Personalized & Precision Oncology Network (IPPON), University of Antwerp, Wilrijk, Belgium.,Multidisciplinary Breast Clinic, Gynecological Oncology Unit, Department of Obstetrics and Gynecology, Antwerp University Hospital (UZA), Edegem, Belgium
| | - Christophe Deben
- Center for Oncological Research (CORE), Integrated Personalized & Precision Oncology Network (IPPON), University of Antwerp, Wilrijk, Belgium
| | | | - Vanessa Vankerckhoven
- Novosanis NV, Wijnegem, Belgium.,Center for Evaluation of Vaccination (CEV), Vaccine & Infectious Disease Institute (VAXINFECTIO), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
| | - Patrick Pauwels
- Center for Oncological Research (CORE), Integrated Personalized & Precision Oncology Network (IPPON), University of Antwerp, Wilrijk, Belgium.,Laboratory of Pathological Anatomy, Antwerp University Hospital (UZA), Edegem, Belgium
| | - Alex Vorsters
- Center for Evaluation of Vaccination (CEV), Vaccine & Infectious Disease Institute (VAXINFECTIO), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
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13
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Takahashi H, Yasui T, Hirano M, Shinjo K, Miyazaki Y, Shinoda W, Hasegawa T, Natsume A, Kitano Y, Ida M, Zhang M, Shimada T, Paisrisarn P, Zhu Z, Ohka F, Aoki K, Rahong S, Nagashima K, Yanagida T, Baba Y. Mutation detection of urinary cell-free DNA via catch-and-release isolation on nanowires for liquid biopsy. Biosens Bioelectron 2023; 234:115318. [PMID: 37172361 DOI: 10.1016/j.bios.2023.115318] [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: 01/17/2023] [Revised: 04/10/2023] [Accepted: 04/12/2023] [Indexed: 05/14/2023]
Abstract
Cell-free DNA (cfDNA) and extracellular vesicles (EVs) are molecular biomarkers in liquid biopsies that can be applied for cancer detection, which are known to carry information on the necessary conditions for oncogenesis and cancer cell-specific activities after oncogenesis, respectively. Analyses for both cfDNA and EVs from the same body fluid can provide insights into screening and identifying the molecular subtypes of cancer; however, a major bottleneck is the lack of efficient and standardized techniques for the isolation of cfDNA and EVs from clinical specimens. Here, we achieved catch-and-release isolation by hydrogen bond-mediated binding of cfDNA in urine to zinc oxide (ZnO) nanowires, which also capture EVs by surface charge, and subsequently we identified genetic mutations in urinary cfDNA. The binding strength of hydrogen bonds between single-crystal ZnO nanowires and DNA was found to be equal to or larger than that of conventional hydrophobic interactions, suggesting the possibility of isolating trace amounts of cfDNA. Our results demonstrated that nanowire-based cancer screening assay can screen cancer and can identify the molecular subtypes of cancer in urine from brain tumor patients through EV analysis and cfDNA mutation analysis. We anticipate our method to be a starting point for more sophisticated diagnostic models of cancer screening and identification.
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Affiliation(s)
- Hiromi Takahashi
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan; School of Mechanical and Aerospace Engineering, Nanyang Technological University, 50 Nanyang Avenue, Blk N3, Level 2, Room 86 (N3-02c-86), 639798, Singapore.
| | - Takao Yasui
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan; Japan Science and Technology Agency (JST), PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama, 332-0012, Japan; Institute of Nano-Life-Systems, Institutes of Innovation for Future Society, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan.
| | - Masaki Hirano
- Division of Molecular Oncology, Aichi Cancer Center Research Institute, Kanokoden, Chikusa-ku, Nagoya, 464-0021, Japan
| | - Keiko Shinjo
- Division of Cancer Biology, Graduate School of Medicine, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan
| | - Yusuke Miyazaki
- Research Institute for Interdisciplinary Science, Okayama University, Okayama, 700-8530, Japan
| | - Wataru Shinoda
- Research Institute for Interdisciplinary Science, Okayama University, Okayama, 700-8530, Japan
| | - Takeshi Hasegawa
- Institute for Chemical Research, Kyoto University, Uji, Kyoto, 611-0011, Japan
| | - Atsushi Natsume
- Institute of Nano-Life-Systems, Institutes of Innovation for Future Society, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan
| | - Yotaro Kitano
- Department of Neurosurgery, Graduate School of Medicine, Nagoya University, Tsurumai-cho 65, Showa-ku, Nagoya, 466-8550, Japan
| | - Mikiko Ida
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan
| | - Min Zhang
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan
| | - Taisuke Shimada
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan
| | - Piyawan Paisrisarn
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan
| | - Zetao Zhu
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan
| | - Fumiharu Ohka
- Department of Neurosurgery, Graduate School of Medicine, Nagoya University, Tsurumai-cho 65, Showa-ku, Nagoya, 466-8550, Japan
| | - Kosuke Aoki
- Institute of Nano-Life-Systems, Institutes of Innovation for Future Society, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan
| | - Sakon Rahong
- College of Materials Innovation and Technology, King Mongkut's Institute of Technology Ladkrabang, Chalongkrung Rd., Ladkrabang, Bangkok, 10520, Thailand
| | - Kazuki Nagashima
- Japan Science and Technology Agency (JST), PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama, 332-0012, Japan; Department of Applied Chemistry, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8656, Japan
| | - Takeshi Yanagida
- Department of Applied Chemistry, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8656, Japan; The Institute of Scientific and Industrial Research, Osaka University, 8-1 Mihogaoka-cho, Ibaraki, Osaka, 567-0047, Japan; Institute for Materials Chemistry and Engineering, Kyushu University, 6-1 Kasuga-Koen, Kasuga, Fukuoka, 816-8580, Japan
| | - Yoshinobu Baba
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan; Institute of Nano-Life-Systems, Institutes of Innovation for Future Society, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8603, Japan; Institute for Quantum Life Science, National Institutes for Quantum and Radiological Science and Technology, Anagawa 4-9-1, Inage-ku, Chiba, 263-8555, Japan.
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14
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Mirza S, Bhadresha K, Mughal MJ, McCabe M, Shahbazi R, Ruff P, Penny C. Liquid biopsy approaches and immunotherapy in colorectal cancer for precision medicine: Are we there yet? Front Oncol 2023; 12:1023565. [PMID: 36686736 PMCID: PMC9853908 DOI: 10.3389/fonc.2022.1023565] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 12/08/2022] [Indexed: 01/07/2023] Open
Abstract
Colorectal cancer (CRC) is the second leading cause of cancer-related deaths globally, with nearly half of patients detected in the advanced stages. This is due to the fact that symptoms associated with CRC often do not appear until the cancer has reached an advanced stage. This suggests that CRC is a cancer with a slow progression, making it curable and preventive if detected in its early stage. Therefore, there is an urgent clinical need to improve CRC early detection and personalize therapy for patients with this cancer. Recently, liquid biopsy as a non-invasive or nominally invasive approach has attracted considerable interest for its real-time disease monitoring capability through repeated sample analysis. Several studies in CRC have revealed the potential for liquid biopsy application in a real clinical setting using circulating RNA/miRNA, circulating tumor cells (CTCs), exosomes, etc. However, Liquid biopsy still remains a challenge since there are currently no promising results with high specificity and specificity that might be employed as optimal circulatory biomarkers. Therefore, in this review, we conferred the plausible role of less explored liquid biopsy components like mitochondrial DNA (mtDNA), organoid model of CTCs, and circulating cancer-associated fibroblasts (cCAFs); which may allow researchers to develop improved strategies to unravel unfulfilled clinical requirements in CRC patients. Moreover, we have also discussed immunotherapy approaches to improve the prognosis of MSI (Microsatellite Instability) CRC patients using neoantigens and immune cells in the tumor microenvironment (TME) as a liquid biopsy approach in detail.
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Affiliation(s)
- Sheefa Mirza
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa,Department of Internal Medicine, Common Epithelial Cancer Research Centre, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Kinjal Bhadresha
- Hematology/Oncology Division, School of Medicine, Indiana University, Indianapolis, IN, United States
| | - Muhammed Jameel Mughal
- Department of Biochemistry and Molecular Medicine, School of Medicine and Health Science, The George Washington University, Washington, DC, United States
| | - Michelle McCabe
- Department of Anatomical Pathology, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Parktown, Johannesburg, South Africa
| | - Reza Shahbazi
- Hematology/Oncology Division, School of Medicine, Indiana University, Indianapolis, IN, United States
| | - Paul Ruff
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa,Department of Internal Medicine, Common Epithelial Cancer Research Centre, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Clement Penny
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa,Department of Internal Medicine, Common Epithelial Cancer Research Centre, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa,*Correspondence: Clement Penny,
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15
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Dong Y, Xue L, Zhang Y, Liu C, Zhang Y, Jiang N, Ma X, Chen F, Li L, Yu L, Liu X, Shao S, Guan S, Zhang J, Xiao Q, Li H, Dong A, Huang L, Shi C, Wang Y, Fu M, Lv N, Zhan Q. Identification of RNA-splicing factor Lsm12 as a novel tumor-associated gene and a potent biomarker in Oral Squamous Cell Carcinoma (OSCC). J Exp Clin Cancer Res 2022; 41:150. [PMID: 35449073 PMCID: PMC9027881 DOI: 10.1186/s13046-022-02355-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 04/02/2022] [Indexed: 02/02/2023] Open
Abstract
Abstract
Background
Oral squamous cell carcinoma (OSCC) is one of the common cancers worldwide. The lack of specific biomarkers and therapeutic targets leads to delayed diagnosis and hence the poor prognosis of OSCC patients. Thus, it is urgent to identify effective biomarkers and therapeutic targets for OSCC.
Methods
We established the golden hamster carcinogenic model of OSCC induced by 7,12-dimethylbenz(a) anthrancene (DMBA) and used mRNA microarrays to detect the differentially expressed genes (DEGs). DEGs were validated in OSCC clinical tissue microarrays using immunohistochemistry method. Whole transcriptome sequencing was performed to obtain an overview of biological functions of Lsm12. PCR assay and sequencing were employed to investigate the alternative splicing of genes regulated by Lsm12. Cell proliferation, colony formation, Transwell migration and invasion assay and in vivo tumor formation assay were performed to investigate the roles of Lsm12 and two transcript variants of USO1 in OSCC cells.
Results
Lsm12 was identified to be significantly up-regulated in the animal model of OSCC tumorigenesis, which was validated in the clinical OSCC samples. In the paired normal tissues, Lsm12 staining was negative (91%, 92/101) or weak, while in OSCC tissues, positive rate is 100% and strong staining spread over the whole tissues in 93 (93/101, 92%) cases. Lsm12 overexpression significantly promoted OSCC cell growth, colony formation, migration and invasion abilities, while Lsm12 knockdown showed the opposite trends on these phenotypes and obviously inhibited the tumor formation in vivo. Furthermore, Lsm12 overexpression caused the inclusion of USO1 exon 15 and Lsm12 knockdown induced exon 15 skipping. Exon 15-retained USO1 significantly promoted the malignant phenotypes of OSCC cells when compared with the exon 15-deleted USO1.
Conclusions
We identified Lsm12, a novel tumorigenesis-related gene, as an important regulator involved in OSCC tumorigenesis. Lsm12 is a novel RNA-splicing related gene and can regulate the alternative splicing of USO1 exon 15 which was associated closely with OSCC carcinogenesis. Our findings thus provide that Lsm12 might be a potent biomarker and potential therapeutic target for OSCC.
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16
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Tivey A, Church M, Rothwell D, Dive C, Cook N. Circulating tumour DNA - looking beyond the blood. Nat Rev Clin Oncol 2022; 19:600-612. [PMID: 35915225 PMCID: PMC9341152 DOI: 10.1038/s41571-022-00660-y] [Citation(s) in RCA: 164] [Impact Index Per Article: 54.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/17/2022] [Indexed: 02/06/2023]
Abstract
Over the past decade, various liquid biopsy techniques have emerged as viable alternatives to the analysis of traditional tissue biopsy samples. Such surrogate 'biopsies' offer numerous advantages, including the relative ease of obtaining serial samples and overcoming the issues of interpreting one or more small tissue samples that might not reflect the entire tumour burden. To date, the majority of research in the area of liquid biopsies has focused on blood-based biomarkers, predominantly using plasma-derived circulating tumour DNA (ctDNA). However, ctDNA can also be obtained from various non-blood sources and these might offer unique advantages over plasma ctDNA. In this Review, we discuss advances in the analysis of ctDNA from non-blood sources, focusing on urine, cerebrospinal fluid, and pleural or peritoneal fluid, but also consider other sources of ctDNA. We discuss how these alternative sources can have a distinct yet complementary role to that of blood ctDNA analysis and consider various technical aspects of non-blood ctDNA assay development. We also reflect on the settings in which non-blood ctDNA can offer distinct advantages over plasma ctDNA and explore some of the challenges associated with translating these alternative assays from academia into clinical use.
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Affiliation(s)
- Ann Tivey
- Division of Cancer Sciences, The University of Manchester, Manchester, UK
- The Christie NHS Foundation Trust, Manchester, UK
| | - Matt Church
- The Christie NHS Foundation Trust, Manchester, UK
| | - Dominic Rothwell
- Division of Cancer Sciences, The University of Manchester, Manchester, UK
- Cancer Research UK Manchester Institute Cancer Biomarker Centre, The University of Manchester, Manchester, UK
| | - Caroline Dive
- Division of Cancer Sciences, The University of Manchester, Manchester, UK
- Cancer Research UK Manchester Institute Cancer Biomarker Centre, The University of Manchester, Manchester, UK
| | - Natalie Cook
- Division of Cancer Sciences, The University of Manchester, Manchester, UK.
- The Christie NHS Foundation Trust, Manchester, UK.
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17
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Merlini A, Centomo ML, Ferrero G, Chiabotto G, Miglio U, Berrino E, Giordano G, Brusco S, Pisacane A, Maldi E, Sarotto I, Capozzi F, Lano C, Isella C, Crisafulli G, Aglietta M, Dei Tos AP, Sbaraglia M, Sangiolo D, D’Ambrosio L, Bardelli A, Pignochino Y, Grignani G. DNA damage response and repair genes in advanced bone and soft tissue sarcomas: An 8-gene signature as a candidate predictive biomarker of response to trabectedin and olaparib combination. Front Oncol 2022; 12:844250. [PMID: 36110934 PMCID: PMC9469659 DOI: 10.3389/fonc.2022.844250] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 07/26/2022] [Indexed: 11/21/2022] Open
Abstract
Background Advanced and unresectable bone and soft tissue sarcomas (BSTS) still represent an unmet medical need. We demonstrated that the alkylating agent trabectedin and the PARP1-inhibitor olaparib display antitumor activity in BSTS preclinical models. Moreover, in a phase Ib clinical trial (NCT02398058), feasibility, tolerability and encouraging results have been observed and the treatment combination is currently under study in a phase II trial (NCT03838744). Methods Differential expression of genes involved in DNA Damage Response and Repair was evaluated by Nanostring® technology, extracting RNA from pre-treatment tumor samples of 16 responder (≥6-month progression free survival) and 16 non-responder patients. Data validation was performed by quantitative real-time PCR, RNA in situ hybridization, and immunohistochemistry. The correlation between the identified candidate genes and both progression-free survival and overall survival was investigated in the publicly available dataset “Sarcoma (TCGA, The Cancer Genome Atlas)”. Results Differential RNA expression analysis revealed an 8-gene signature (CDKN2A, PIK3R1, SLFN11, ATM, APEX2, BLM, XRCC2, MAD2L2) defining patients with better outcome upon trabectedin+olaparib treatment. In responder vs. non-responder patients, a significant differential expression of these genes was further confirmed by RNA in situ hybridization and by qRT-PCR and immunohistochemistry in selected experiments. Correlation between survival outcomes and genetic alterations in the identified genes was shown in the TCGA sarcoma dataset. Conclusions This work identified an 8-gene expression signature to improve prediction of response to trabectedin+olaparib combination in BSTS. The predictive role of these potential biomarkers warrants further investigation.
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Affiliation(s)
- Alessandra Merlini
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Maria Laura Centomo
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Giulio Ferrero
- Department of Clinical and Biological Sciences, University of Torino, Turin, Italy
- Department of Computer Science, University of Torino, Turin, Italy
| | - Giulia Chiabotto
- Department of Medical Sciences, University of Torino, Turin, Italy
| | | | - Enrico Berrino
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Medical Sciences, University of Torino, Turin, Italy
| | - Giorgia Giordano
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Silvia Brusco
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | | | - Elena Maldi
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
| | | | | | - Cristina Lano
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Claudio Isella
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Giovanni Crisafulli
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Massimo Aglietta
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Angelo Paolo Dei Tos
- Department of Pathology, Azienda Ospedale-Università Padova, Padua, Italy
- Department of Medicine (DIMED), University of Padua School of Medicine, Padua, Italy
| | - Marta Sbaraglia
- Department of Pathology, Azienda Ospedale-Università Padova, Padua, Italy
| | - Dario Sangiolo
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Lorenzo D’Ambrosio
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
- Medical Oncology, AOU San Luigi Gonzaga, Orbassano (TO), Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Oncology, University of Torino, Turin, Italy
| | - Ymera Pignochino
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Clinical and Biological Sciences, University of Torino, Turin, Italy
- *Correspondence: Ymera Pignochino, ; Giovanni Grignani,
| | - Giovanni Grignani
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- *Correspondence: Ymera Pignochino, ; Giovanni Grignani,
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18
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Mauri G, Vitiello PP, Sogari A, Crisafulli G, Sartore-Bianchi A, Marsoni S, Siena S, Bardelli A. Liquid biopsies to monitor and direct cancer treatment in colorectal cancer. Br J Cancer 2022; 127:394-407. [PMID: 35264786 PMCID: PMC9346106 DOI: 10.1038/s41416-022-01769-8] [Citation(s) in RCA: 60] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 02/02/2022] [Accepted: 02/17/2022] [Indexed: 12/15/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most prevalent and deadly cancers worldwide. Despite recent improvements in treatment and prevention, most of the current therapeutic options are weighted by side effects impacting patients' quality of life. Better patient selection towards systemic treatments represents an unmet clinical need. The recent multidisciplinary and molecular advancements in the treatment of CRC patients demand the identification of efficient biomarkers allowing to personalise patient care. Currently, core tumour biopsy specimens represent the gold-standard biological tissue to identify such biomarkers. However, technical feasibility, tumour heterogeneity and cancer evolution are major limitations of this single-snapshot approach. Genotyping circulating tumour DNA (ctDNA) has been addressed as potentially overcoming such limitations. Indeed, ctDNA has been retrospectively demonstrated capable of identifying minimal residual disease post-surgery and post-adjuvant treatment, as well as spotting druggable molecular alterations for tailoring treatments in metastatic disease. In this review, we summarise the available evidence on ctDNA applicability in CRC. Then, we review ongoing clinical trials assessing how liquid biopsy can be used interventionally to guide therapeutic choice in localised, locally advanced and metastatic CRC. Finally, we discuss how its widespread could transform CRC patients' management, dissecting its limitations while suggesting improvement strategies.
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Affiliation(s)
- Gianluca Mauri
- IFOM-FIRC Institute of Molecular Oncology, Milan, Italy
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Pietro Paolo Vitiello
- Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, TO, Italy
- Department of Oncology, University of Torino, 10060, Candiolo, TO, Italy
| | - Alberto Sogari
- Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, TO, Italy
- Department of Oncology, University of Torino, 10060, Candiolo, TO, Italy
| | - Giovanni Crisafulli
- Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, TO, Italy
- Department of Oncology, University of Torino, 10060, Candiolo, TO, Italy
| | - Andrea Sartore-Bianchi
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, 20162, Milan, Italy
| | | | - Salvatore Siena
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, 20162, Milan, Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, TO, Italy.
- Department of Oncology, University of Torino, 10060, Candiolo, TO, Italy.
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19
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Sartore-Bianchi A, Pietrantonio F, Lonardi S, Mussolin B, Rua F, Crisafulli G, Bartolini A, Fenocchio E, Amatu A, Manca P, Bergamo F, Tosi F, Mauri G, Ambrosini M, Daniel F, Torri V, Vanzulli A, Regge D, Cappello G, Marchiò C, Berrino E, Sapino A, Marsoni S, Siena S, Bardelli A. Circulating tumor DNA to guide rechallenge with panitumumab in metastatic colorectal cancer: the phase 2 CHRONOS trial. Nat Med 2022; 28:1612-1618. [PMID: 35915157 PMCID: PMC9386661 DOI: 10.1038/s41591-022-01886-0] [Citation(s) in RCA: 124] [Impact Index Per Article: 41.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 06/01/2022] [Indexed: 01/09/2023]
Abstract
Anti-epidermal growth factor receptor (EGFR) monoclonal antibodies are approved for the treatment of RAS wild-type (WT) metastatic colorectal cancer (mCRC), but the emergence of resistance mutations restricts their efficacy. We previously showed that RAS, BRAF and EGFR mutant alleles, which appear in circulating tumor DNA (ctDNA) during EGFR blockade, decline upon therapy withdrawal. We hypothesized that monitoring resistance mutations in blood could rationally guide subsequent therapy with anti-EGFR antibodies. We report here the results of CHRONOS, an open-label, single-arm phase 2 clinical trial exploiting blood-based identification of RAS/BRAF/EGFR mutations levels to tailor a chemotherapy-free anti-EGFR rechallenge with panitumumab (ClinicalTrials.gov: NCT03227926 ; EudraCT 2016-002597-12). The primary endpoint was objective response rate. Secondary endpoints were progression-free survival, overall survival, safety and tolerability of this strategy. In CHRONOS, patients with tissue-RAS WT tumors after a previous treatment with anti-EGFR-based regimens underwent an interventional ctDNA-based screening. Of 52 patients, 16 (31%) carried at least one mutation conferring resistance to anti-EGFR therapy and were excluded. The primary endpoint of the trial was met; and, of 27 enrolled patients, eight (30%) achieved partial response and 17 (63%) disease control, including two unconfirmed responses. These clinical results favorably compare with standard third-line treatments and show that interventional liquid biopsies can be effectively and safely exploited in a timely manner to guide anti-EGFR rechallenge therapy with panitumumab in patients with mCRC. Further larger and randomized trials are warranted to formally compare panitumumab rechallenge with standard-of-care therapies in this patient setting.
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Affiliation(s)
- Andrea Sartore-Bianchi
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano (La Statale), Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Filippo Pietrantonio
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Sara Lonardi
- Medical Oncology Unit 1, Veneto Institute of Oncology IOV-IRCCS Padua, Padua, Italy
| | | | | | - Giovanni Crisafulli
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Oncology, University of Turin, Turin, Italy
| | | | | | - Alessio Amatu
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Paolo Manca
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Francesca Bergamo
- Medical Oncology Unit 1, Veneto Institute of Oncology IOV-IRCCS Padua, Padua, Italy
| | - Federica Tosi
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Gianluca Mauri
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano (La Statale), Milan, Italy
- IFOM, FIRC Institute of Molecular Oncology, Milan, Italy
| | - Margherita Ambrosini
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Francesca Daniel
- Medical Oncology Unit 1, Veneto Institute of Oncology IOV-IRCCS Padua, Padua, Italy
| | - Valter Torri
- Mario Negri Institute for Pharmacological Research-IRCCS, Milan, Italy
| | - Angelo Vanzulli
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano (La Statale), Milan, Italy
- Department of Services, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Daniele Regge
- Department of Surgical Sciences, University of Turin, Turin, Italy
- Unit of Radiology, Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
| | - Giovanni Cappello
- Unit of Radiology, Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
| | - Caterina Marchiò
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Enrico Berrino
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Anna Sapino
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Silvia Marsoni
- IFOM, FIRC Institute of Molecular Oncology, Milan, Italy
| | - Salvatore Siena
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano (La Statale), Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy.
- Department of Oncology, University of Turin, Turin, Italy.
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20
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Crisafulli G, Sartore-Bianchi A, Lazzari L, Pietrantonio F, Amatu A, Macagno M, Barault L, Cassingena A, Bartolini A, Luraghi P, Mauri G, Battuello P, Personeni N, Zampino MG, Pessei V, Vitiello PP, Tosi F, Idotta L, Morano F, Valtorta E, Bonoldi E, Germano G, Di Nicolantonio F, Marsoni S, Siena S, Bardelli A. Temozolomide Treatment Alters Mismatch Repair and Boosts Mutational Burden in Tumor and Blood of Colorectal Cancer Patients. Cancer Discov 2022; 12:1656-1675. [PMID: 35522273 PMCID: PMC9394384 DOI: 10.1158/2159-8290.cd-21-1434] [Citation(s) in RCA: 66] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 04/16/2022] [Accepted: 05/04/2022] [Indexed: 01/07/2023]
Abstract
The majority of metastatic colorectal cancers (mCRC) are mismatch repair (MMR) proficient and unresponsive to immunotherapy, whereas MMR-deficient (MMRd) tumors often respond to immune-checkpoint blockade. We previously reported that the treatment of colorectal cancer preclinical models with temozolomide (TMZ) leads to MMR deficiency, increased tumor mutational burden (TMB), and sensitization to immunotherapy. To clinically translate these findings, we designed the ARETHUSA clinical trial whereby O6-methylguanine-DNA-methyltransferase (MGMT)-deficient, MMR-proficient, RAS-mutant mCRC patients received priming therapy with TMZ. Analysis of tissue biopsies and circulating tumor DNA (ctDNA) revealed the emergence of a distinct mutational signature and increased TMB after TMZ treatment. Multiple alterations in the nucleotide context favored by the TMZ signature emerged in MMR genes, and the p.T1219I MSH6 variant was detected in ctDNA and tissue of 94% (16/17) of the cases. A subset of patients whose tumors displayed the MSH6 mutation, the TMZ mutational signature, and increased TMB achieved disease stabilization upon pembrolizumab treatment. SIGNIFICANCE MMR-proficient mCRCs are unresponsive to immunotherapy. We provide the proof of concept that inactivation of MMR genes can be achieved pharmacologically with TMZ and molecularly monitored in the tissue and blood of patients with mCRC. This strategy deserves additional evaluation in mCRC patients whose tumors are no longer responsive to standard-of-care treatments. See related commentary by Willis and Overman, p. 1612. This article is highlighted in the In This Issue feature, p. 1599.
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Affiliation(s)
- Giovanni Crisafulli
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Luca Lazzari
- The FIRC Institute of Molecular Oncology, Milan, Italy
| | - Filippo Pietrantonio
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessio Amatu
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Marco Macagno
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy
| | - Ludovic Barault
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy
| | - Andrea Cassingena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | - Paolo Luraghi
- The FIRC Institute of Molecular Oncology, Milan, Italy
| | - Gianluca Mauri
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy.,The FIRC Institute of Molecular Oncology, Milan, Italy
| | - Paolo Battuello
- Department of Oncology, University of Torino, Candiolo, Italy
| | - Nicola Personeni
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy.,Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Maria Giulia Zampino
- Division of Gastrointestinal Medical Oncology and Neuroendocrine Tumors, European Institute of Oncology, IRCCS, Milan, Italy
| | | | - Pietro Paolo Vitiello
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy
| | - Federica Tosi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Laura Idotta
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Federica Morano
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Emanuele Valtorta
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Emanuela Bonoldi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giovanni Germano
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy
| | | | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Alberto Bardelli
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy.,Corresponding Author: Alberto Bardelli, University of Turin, Department of Oncology, Candiolo Cancer Institute, FPO - IRCCS, Str.Prov.le 142, km 3.95, 10060, Candiolo, Torino, Italy. Phone/Fax: 39-011-993-3235; E-mail:
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21
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Russo M, Pompei S, Sogari A, Corigliano M, Crisafulli G, Puliafito A, Lamba S, Erriquez J, Bertotti A, Gherardi M, Di Nicolantonio F, Bardelli A, Cosentino Lagomarsino M. A modified fluctuation-test framework characterizes the population dynamics and mutation rate of colorectal cancer persister cells. Nat Genet 2022; 54:976-984. [PMID: 35817983 PMCID: PMC9279152 DOI: 10.1038/s41588-022-01105-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 05/25/2022] [Indexed: 12/16/2022]
Abstract
Compelling evidence shows that cancer persister cells represent a major limit to the long-term efficacy of targeted therapies. However, the phenotype and population dynamics of cancer persister cells remain unclear. We developed a quantitative framework to study persisters by combining experimental characterization and mathematical modeling. We found that, in colorectal cancer, a fraction of persisters slowly replicates. Clinically approved targeted therapies induce a switch to drug-tolerant persisters and a temporary 7- to 50-fold increase of their mutation rate, thus increasing the number of persister-derived resistant cells. These findings reveal that treatment may influence persistence and mutability in cancer cells and pinpoint inhibition of error-prone DNA polymerases as a strategy to restrict tumor recurrence.
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Affiliation(s)
- Mariangela Russo
- Department of Oncology, University of Turin, Candiolo, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Simone Pompei
- IFOM Foundation, FIRC Institute of Molecular Oncology, Milan, Italy
| | - Alberto Sogari
- Department of Oncology, University of Turin, Candiolo, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Mattia Corigliano
- IFOM Foundation, FIRC Institute of Molecular Oncology, Milan, Italy
- Department of Physics, University of Milan and INFN, Milan, Italy
| | - Giovanni Crisafulli
- Department of Oncology, University of Turin, Candiolo, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Alberto Puliafito
- Department of Oncology, University of Turin, Candiolo, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Simona Lamba
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | | | - Andrea Bertotti
- Department of Oncology, University of Turin, Candiolo, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Marco Gherardi
- IFOM Foundation, FIRC Institute of Molecular Oncology, Milan, Italy
- Department of Physics, University of Milan and INFN, Milan, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Turin, Candiolo, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Alberto Bardelli
- Department of Oncology, University of Turin, Candiolo, Italy.
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy.
| | - Marco Cosentino Lagomarsino
- IFOM Foundation, FIRC Institute of Molecular Oncology, Milan, Italy.
- Department of Physics, University of Milan and INFN, Milan, Italy.
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22
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Dermody SM, Bhambhani C, Swiecicki PL, Brenner JC, Tewari M. Trans-Renal Cell-Free Tumor DNA for Urine-Based Liquid Biopsy of Cancer. Front Genet 2022; 13:879108. [PMID: 35571046 PMCID: PMC9091346 DOI: 10.3389/fgene.2022.879108] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 04/07/2022] [Indexed: 11/13/2022] Open
Abstract
Cancer biomarkers are a promising tool for cancer detection, personalization of therapy, and monitoring of treatment response or recurrence. “Liquid biopsy” commonly refers to minimally invasive or non-invasive sampling of a bodily fluid (i.e., blood, urine, saliva) for detection of cancer biomarkers such as circulating tumor cells or cell-free tumor DNA (ctDNA). These methods offer a means to collect frequent tumor assessments without needing surgical biopsies. Despite much progress with blood-based liquid biopsy approaches, there are limitations—including the limited amount of blood that can be drawn from a person and challenges with collecting blood samples at frequent intervals to capture ctDNA biomarker kinetics. These limitations are important because ctDNA is present at extremely low levels in plasma and there is evidence that measuring ctDNA biomarker kinetics over time can be useful for clinical prediction. Additionally, blood-based assays require access to trained phlebotomists and often a trip to a healthcare facility. In contrast, urine is a body fluid that can be self-collected from a patient’s home, at frequent intervals, and mailed to a laboratory for analysis. Multiple reports indicate that fragments of ctDNA pass from the bloodstream through the kidney’s glomerular filtration system into the urine, where they are known as trans-renal ctDNA (TR-ctDNA). Accumulating studies indicate that the limitations of blood based ctDNA approaches for cancer can be overcome by measuring TR-ctDNA. Here, we review current knowledge about TR-ctDNA in urine as a cancer biomarker approach, and discuss its clinical potential and open questions in this research field.
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Affiliation(s)
- Sarah M. Dermody
- Department of Otolaryngology-Head and Neck Surgery, University of Michigan Health System, Ann Arbor, MI, United States
| | - Chandan Bhambhani
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Paul L. Swiecicki
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan Medical School, Ann Arbor, MI, United States
- Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, United States
| | - J. Chad Brenner
- Department of Otolaryngology-Head and Neck Surgery, University of Michigan Health System, Ann Arbor, MI, United States
| | - Muneesh Tewari
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan Medical School, Ann Arbor, MI, United States
- Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, United States
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States
- Center for Computational Biology and Bioinformatics, University of Michigan, Ann Arbor, MI, United States
- *Correspondence: Muneesh Tewari,
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23
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Zhou XC, Chen QP, Yuan JJ, Zhou S, Li M, Zhou WP, Qin Y, Deng H, Zhang L. Kidney-Derived Methylated PAX2 Sequences in the Urine of Healthy Subjects as a Convenient Model for Optimizing Methylation-Based Liquid biopsy. Mol Biotechnol 2022; 64:1088-1094. [PMID: 35412261 DOI: 10.1007/s12033-022-00481-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 03/16/2022] [Indexed: 10/18/2022]
Abstract
Although urine-based liquid biopsy has received considerable attention, there is a lack of a simple model to optimize assay parameters, including cell-free DNA (cfDNA) extraction, bisulfite modification, and bis-DNA recovery after conversion for methylation analysis in urine. The primary aim of this work was to establish a practical model by developing a quantitative methylation-sensitive PCR (qMS-PCR) assay for PAX2 based on hypermethylated PAX2 cfDNA that could be detected in healthy human urine. We first studied the methylation status of PAX2 in kidney tissues and whole blood, followed by an assessment of commercial kits for bisulfite conversion and bis-DNA recovery. Furthermore, we investigated the influence of urine storage and collection conditions on the preservation of methylated PAX2 in urine samples by qMS-PCR. As expected, PAX2 methylation was identified in urine but not in blood. Two commercial kits (CellCook and Zymo Research) had similar conversion efficiency and bis-DNA recovery. Urine storage for up to 5 days did not change PAX2 methylation estimates. Overall, cold storage of urine samples and the CellCook urine container maintained higher levels of methylated PAX2 compared to urine kept at room temperature and the conventional tubes, respectively. These findings highlight the importance of using the correct approaches/kits and optimizing experimental conditions as a diagnostic tool in the clinical setting. Our study provides insights on the development of urine-based liquid biopsy with DNA methylation as a universal biomarker.
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Affiliation(s)
- Xiang-Cheng Zhou
- Maternal and Child Health Research Institute, Translational Medicine Center, Guangdong Women and Children Hospital, Guangzhou, 511400, China
| | - Qiu-Ping Chen
- Maternal and Child Health Research Institute, Translational Medicine Center, Guangdong Women and Children Hospital, Guangzhou, 511400, China
| | - Jia-Jia Yuan
- Maternal and Child Health Research Institute, Translational Medicine Center, Guangdong Women and Children Hospital, Guangzhou, 511400, China
| | - Shuai Zhou
- Maternal and Child Health Research Institute, Translational Medicine Center, Guangdong Women and Children Hospital, Guangzhou, 511400, China
| | - Mi Li
- Maternal and Child Health Research Institute, Translational Medicine Center, Guangdong Women and Children Hospital, Guangzhou, 511400, China
| | - Wei-Ping Zhou
- Maternal and Child Health Research Institute, Translational Medicine Center, Guangdong Women and Children Hospital, Guangzhou, 511400, China
| | - Yan Qin
- Department of Pathology, Guangdong Women and Children Hospital, Guangzhou, 511400, China
| | - Hua Deng
- Maternal and Child Health Research Institute, Translational Medicine Center, Guangdong Women and Children Hospital, Guangzhou, 511400, China.
| | - Liang Zhang
- Maternal and Child Health Research Institute, Translational Medicine Center, Guangdong Women and Children Hospital, Guangzhou, 511400, China.
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24
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Zhou K, Liu Y, Yuan Q, Lai D, Guo S, Wang Z, Su L, Zhang H, Wang X, Guo W, Ji X, Gu X, Huang Q, Guo X, Xing J. Next-Generation Sequencing-Based Analysis of Urine Cell-Free mtDNA Reveals Aberrant Fragmentation and Mutation Profile in Cancer Patients. Clin Chem 2022; 68:561-573. [PMID: 34993545 DOI: 10.1093/clinchem/hvab268] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 11/05/2021] [Indexed: 12/18/2022]
Abstract
BACKGROUND Many studies have demonstrated the high efficacy of cell-free nuclear DNA in cancer diagnostics. Compared to nuclear DNA, mitochondrial DNA (mtDNA) exhibits distinct characteristics, including multiple copies per cell and higher mutation frequency. However, the potential applicability of cell-free mtDNA (cf-mtDNA) in plasma and urine remains poorly investigated. METHODS Here, we comprehensively analyzed the fragmentomic and mutational characteristics of cf-mtDNA in urine and plasma samples from controls and cancer patients using next-generation sequencing. RESULTS Compared to plasma cf-mtDNA, urine cf-mtDNA exhibited increased copy numbers and wider spread in fragment size distributions. Based on 2 independent animal models, urine cf-mtDNA originated predominantly from local shedding and transrenal excretion. Further analysis indicated an enhanced fragmentation of urine cf-mtDNA in renal cell carcinoma (RCC) and colorectal cancer (CRC) patients. Using the mtDNA sequence of peripheral blood mononuclear cells for reference, the mutant fragments were shorter than wild-type fragments in urine cf-mtDNA. Size selection of short urine cf-mtDNA fragments (<150 bp) significantly enhanced the somatic mutation detection. Our data revealed remarkably different base proportions of fragment ends between urine and plasma cf-mtDNA that also were associated with fragment size. Moreover, both RCC and CRC patients exhibited significantly higher T-end and lower A-end proportions in urine cf-mtDNA than controls. By integrating the fragmentomic and mutational features of urine cf-mtDNA, our nomogram model exhibited a robust efficacy for cancer diagnosis. CONCLUSIONS Our proof-of-concept findings revealed aberrant fragmentation and mutation profiles of urine cf-mtDNA in cancer patients that have diagnostic potential.
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Affiliation(s)
- Kaixiang Zhou
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Yang Liu
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Qing Yuan
- Institute of Medical Research, Northwestern Polytechnical University, Xi'an, China
| | - Dong Lai
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Shanshan Guo
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Zhenni Wang
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Liping Su
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Huanqin Zhang
- Department of Medical Technology, College of Medical Technology, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Xiangxu Wang
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Wenjie Guo
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Xiaoying Ji
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Xiwen Gu
- Key Laboratory of Shaanxi Province for Craniofacial Precision Medicine Research, Department of Stomatology Research Center, Xi'an Jiaotong University College of Stomatology, Xi'an, China
| | - Qichao Huang
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Xu Guo
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
| | - Jinliang Xing
- State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Fourth Military Medical University, Xi'an, China
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25
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Pignochino Y, Crisafulli G, Giordano G, Merlini A, Berrino E, Centomo ML, Chiabotto G, Brusco S, Basiricò M, Maldi E, Pisacane A, Leuci V, Sangiolo D, D’Ambrosio L, Aglietta M, Kasper B, Bardelli A, Grignani G. PARP1 Inhibitor and Trabectedin Combination Does Not Increase Tumor Mutational Burden in Advanced Sarcomas-A Preclinical and Translational Study. Cancers (Basel) 2021; 13:cancers13246295. [PMID: 34944915 PMCID: PMC8699802 DOI: 10.3390/cancers13246295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 12/09/2021] [Accepted: 12/13/2021] [Indexed: 11/25/2022] Open
Abstract
Simple Summary Immunotherapy has revolutionized cancer treatment, but not for all tumor types. Indeed, sarcomas are considered “immune-cold” tumors, which are relatively unresponsive to immunotherapy. One strategy to potentiate immunotherapy efficacy is to increase tumor immunogenicity, for instance by boosting the number of candidate targets (neoantigens) to be recognized by the immune system. Tumor mutational burden indicates the number of somatic mutations identified in the tumor and normalized per megabase. Tumor mutational burden is considered as an acceptable, measurable surrogate of tumor neoantigens. Here, we explored whether the combination of two DNA-damaging agents, trabectedin and olaparib, could increase tumor mutational burden in sarcomas, to prime subsequent immunotherapy. We found no variation in tumor mutational burden after trabectedin + olaparib in preclinical and clinical samples. Therefore, other aspects should be considered to increase sarcoma immunogenicity, by exploiting different pathways such as the potential modulation of the tumor microenvironment induced by trabectedin + olaparib. Abstract Drug-induced tumor mutational burden (TMB) may contribute to unleashing the immune response in relatively “immune-cold” tumors, such as sarcomas. We previously showed that PARP1 inhibition perpetuates the DNA damage induced by the chemotherapeutic agent trabectedin in both preclinical models and sarcoma patients. In the present work, we explored acquired genetic changes in DNA repair genes, mutational signatures, and TMB in a translational platform composed of cell lines, xenografts, and tumor samples from patients treated with trabectedin and olaparib combination, compared to cells treated with temozolomide, an alkylating agent that induces hypermutation. Whole-exome and targeted panel sequencing data analyses revealed that three cycles of trabectedin and olaparib combination neither affected the mutational profiles, DNA repair gene status, or copy number alterations, nor increased TMB both in homologous recombinant-defective and proficient cells or in xenografts. Moreover, TMB was not increased in tumor specimens derived from trabectedin- and olaparib-treated patients (5–6 cycles) when compared to pre-treatment biopsies. Conversely, repeated treatments with temozolomide induced a massive TMB increase in the SJSA-1 osteosarcoma model. In conclusion, a trabectedin and olaparib combination did not show mutagenic effects and is unlikely to prime subsequent immune-therapeutic interventions based on TMB increase. On the other hand, these findings are reassuring in the increasing warning of treatment-induced hematologic malignancies correlated to PARP1 inhibitor use.
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Affiliation(s)
- Ymera Pignochino
- Department of Clinical and Biological Sciences, University of Torino, 10100 Torino, Italy;
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
| | - Giovanni Crisafulli
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
- Department of Oncology, University of Torino, 10100 Torino, Italy
| | - Giorgia Giordano
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
- Department of Oncology, University of Torino, 10100 Torino, Italy
| | - Alessandra Merlini
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
- Department of Oncology, University of Torino, 10100 Torino, Italy
- Correspondence: ; Tel.: +39-0119933623
| | - Enrico Berrino
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
- Department of Medical Sciences, University of Torino, 10100 Torino, Italy;
| | - Maria Laura Centomo
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
- Department of Oncology, University of Torino, 10100 Torino, Italy
| | - Giulia Chiabotto
- Department of Medical Sciences, University of Torino, 10100 Torino, Italy;
| | - Silvia Brusco
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
- Department of Oncology, University of Torino, 10100 Torino, Italy
| | - Marco Basiricò
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
| | - Elena Maldi
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
| | - Alberto Pisacane
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
| | - Valeria Leuci
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
| | - Dario Sangiolo
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
- Department of Oncology, University of Torino, 10100 Torino, Italy
| | - Lorenzo D’Ambrosio
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
- Cardinal Massaia Hospital, 14100 Asti, Italy
| | - Massimo Aglietta
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
- Department of Oncology, University of Torino, 10100 Torino, Italy
| | - Bernd Kasper
- Sarcoma Unit, Mannheim University Medical Center, University of Heidelberg, 68167 Mannheim, Germany;
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
- Department of Oncology, University of Torino, 10100 Torino, Italy
| | - Giovanni Grignani
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (G.C.); (G.G.); (E.B.); (M.L.C.); (S.B.); (M.B.); (E.M.); (A.P.); (V.L.); (D.S.); (L.D.); (M.A.); (A.B.); (G.G.)
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26
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Olmedillas-López S, Olivera-Salazar R, García-Arranz M, García-Olmo D. Current and Emerging Applications of Droplet Digital PCR in Oncology: An Updated Review. Mol Diagn Ther 2021; 26:61-87. [PMID: 34773243 DOI: 10.1007/s40291-021-00562-2] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2021] [Indexed: 12/14/2022]
Abstract
In the era of personalized medicine and targeted therapies for the management of patients with cancer, ultrasensitive detection methods for tumor genotyping, such as next-generation sequencing or droplet digital polymerase chain reaction (ddPCR), play a significant role. In the search for less invasive strategies for diagnosis, prognosis and disease monitoring, the number of publications regarding liquid biopsy approaches using ddPCR has increased substantially in recent years. There is a long list of malignancies in which ddPCR provides a reliable and accurate tool for detection of nucleic acid-based markers derived from cell-free DNA, cell-free RNA, circulating tumor cells, extracellular vesicles or exosomes when isolated from whole blood, plasma and serum, helping to anticipate tumor relapse or unveil intratumor heterogeneity and clonal evolution in response to treatment. This updated review describes recent developments in ddPCR platforms and provides a general overview about the major applications of liquid biopsy in blood, including its utility for molecular response and minimal residual disease monitoring in hematological malignancies or the therapeutic management of patients with colorectal or lung cancer, particularly for the selection and monitoring of treatment with tyrosine kinase inhibitors. Although plasma is the main source of genetic material for tumor genomic profiling, liquid biopsy by ddPCR is being investigated in a wide variety of biologic fluids, such as cerebrospinal fluid, urine, stool, ocular fluids, sputum, saliva, bronchoalveolar lavage, pleural effusion, mucin, peritoneal fluid, fine needle aspirate, bile or pancreatic juice. The present review focuses on these "alternative" sources of genetic material and their analysis by ddPCR in different kinds of cancers.
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Affiliation(s)
- Susana Olmedillas-López
- New Therapies Laboratory, Health Research Institute-Fundación Jiménez Díaz University Hospital (IIS-FJD), Avda. Reyes Católicos, 2, 28040, Madrid, Spain.
| | - Rocío Olivera-Salazar
- New Therapies Laboratory, Health Research Institute-Fundación Jiménez Díaz University Hospital (IIS-FJD), Avda. Reyes Católicos, 2, 28040, Madrid, Spain
| | - Mariano García-Arranz
- New Therapies Laboratory, Health Research Institute-Fundación Jiménez Díaz University Hospital (IIS-FJD), Avda. Reyes Católicos, 2, 28040, Madrid, Spain.,Department of Surgery, School of Medicine, Universidad Autónoma de Madrid (UAM), 28029, Madrid, Spain
| | - Damián García-Olmo
- New Therapies Laboratory, Health Research Institute-Fundación Jiménez Díaz University Hospital (IIS-FJD), Avda. Reyes Católicos, 2, 28040, Madrid, Spain.,Department of Surgery, School of Medicine, Universidad Autónoma de Madrid (UAM), 28029, Madrid, Spain.,Department of Surgery, Fundación Jiménez Díaz University Hospital (FJD), 28040, Madrid, Spain
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27
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Ferrara F, Zoupanou S, Primiceri E, Ali Z, Chiriacò MS. Beyond liquid biopsy: Toward non-invasive assays for distanced cancer diagnostics in pandemics. Biosens Bioelectron 2021; 196:113698. [PMID: 34688113 PMCID: PMC8527216 DOI: 10.1016/j.bios.2021.113698] [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: 06/14/2021] [Revised: 10/01/2021] [Accepted: 10/07/2021] [Indexed: 12/11/2022]
Abstract
Liquid biopsy technologies have seen a significant improvement in the last decade, offering the possibility of reliable analysis and diagnosis from several biological fluids. The use of these technologies can overcome the limits of standard clinical methods, related to invasiveness and poor patient compliance. Along with this there are now mature examples of lab-on-chips (LOC) which are available and could be an emerging and breakthrough technology for the present and near-future clinical demands that provide sample treatment, reagent addition and analysis in a sample-in/answer-out approach. The possibility of combining non-invasive liquid biopsy and LOC technologies could greatly assist in the current need for minimizing exposure and transmission risks. The recent and ongoing pandemic outbreak of SARS-CoV-2, indeed, has heavily influenced all aspects of life worldwide. Ordinary tasks have been forced to switch from “in presence” to “distanced”, limiting the possibilities for a large number of activities in all fields of life outside of the home. Unfortunately, one of the settings in which physical distancing has assumed noteworthy consequences is the screening, diagnosis and follow-up of diseases. In this review, we analyse biological fluids that are easily collected without the intervention of specialized personnel and the possibility that they may be used -or not-for innovative diagnostic assays. We consider their advantages and limitations, mainly due to stability and storage and their integration into Point-of-Care diagnostics, demonstrating that technologies in some cases are mature enough to meet current clinical needs.
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Affiliation(s)
- Francesco Ferrara
- STMicroelectronics s.r.l., via per Monteroni, 73100, Lecce, Italy; CNR NANOTEC - Institute of Nanotechnology, via per Monteroni, 73100, Lecce, Italy.
| | - Sofia Zoupanou
- CNR NANOTEC - Institute of Nanotechnology, via per Monteroni, 73100, Lecce, Italy; University of Salento, Dept. of Mathematics & Physics E. de Giorgi, Via Arnesano, 73100, Lecce, Italy
| | - Elisabetta Primiceri
- CNR NANOTEC - Institute of Nanotechnology, via per Monteroni, 73100, Lecce, Italy
| | - Zulfiqur Ali
- University of Teesside, School of Health & Life Sciences, Healthcare Innovation Centre, Middlesbrough, TS1 3BX, Tees Valley, England, UK
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Palacín-Aliana I, García-Romero N, Asensi-Puig A, Carrión-Navarro J, González-Rumayor V, Ayuso-Sacido Á. Clinical Utility of Liquid Biopsy-Based Actionable Mutations Detected via ddPCR. Biomedicines 2021; 9:906. [PMID: 34440110 PMCID: PMC8389639 DOI: 10.3390/biomedicines9080906] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 07/22/2021] [Accepted: 07/23/2021] [Indexed: 01/10/2023] Open
Abstract
Cancer is one of the leading causes of death worldwide and remains a major public health challenge. The introduction of more sensitive and powerful technologies has permitted the appearance of new tumor-specific molecular aberrations with a significant cancer management improvement. Therefore, molecular pathology profiling has become fundamental not only to guide tumor diagnosis and prognosis but also to assist with therapeutic decisions in daily practice. Although tumor biopsies continue to be mandatory in cancer diagnosis and classification, several studies have demonstrated that liquid biopsies could be used as a potential tool for the detection of cancer-specific biomarkers. One of the main advantages is that circulating free DNA (cfDNA) provides information about intra-tumoral heterogeneity, reflecting dynamic changes in tumor burden. This minimally invasive tool has become an accurate and reliable instrument for monitoring cancer genetics. However, implementing liquid biopsies across the clinical practice is still ongoing. The main challenge is to detect genomic alterations at low allele fractions. Droplet digital PCR (ddPCR) is a powerful approach that can overcome this issue due to its high sensitivity and specificity. Here we explore the real-world clinical utility of the liquid biopsy ddPCR assays in the most diagnosed cancer subtypes.
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Affiliation(s)
- Irina Palacín-Aliana
- Atrys Health, 08025 Barcelona, Spain; (I.P.-A.); (A.A.-P.); (V.G.-R.)
- Fundación de Investigación HM Hospitales, HM Hospitales, 28015 Madrid, Spain
- Faculty of Science, Universidad de Alcalá, 28801 Madrid, Spain
| | - Noemí García-Romero
- Faculty of Experimental Sciences, Universidad Francisco de Vitoria, 28223 Madrid, Spain; (N.G.-R.); (J.C.-N.)
- Brain Tumor Laboratory, Fundación Vithas, Grupo Hospitales Vithas, 28043 Madrid, Spain
| | - Adrià Asensi-Puig
- Atrys Health, 08025 Barcelona, Spain; (I.P.-A.); (A.A.-P.); (V.G.-R.)
| | - Josefa Carrión-Navarro
- Faculty of Experimental Sciences, Universidad Francisco de Vitoria, 28223 Madrid, Spain; (N.G.-R.); (J.C.-N.)
- Brain Tumor Laboratory, Fundación Vithas, Grupo Hospitales Vithas, 28043 Madrid, Spain
| | | | - Ángel Ayuso-Sacido
- Faculty of Experimental Sciences, Universidad Francisco de Vitoria, 28223 Madrid, Spain; (N.G.-R.); (J.C.-N.)
- Brain Tumor Laboratory, Fundación Vithas, Grupo Hospitales Vithas, 28043 Madrid, Spain
- Faculty of Medicine, Universidad Francisco de Vitoria, 28223 Madrid, Spain
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29
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Ohta R, Yamada T, Sonoda H, Matsuda A, Shinji S, Takahashi G, Iwai T, Takeda K, Ueda K, Kuriyama S, Miyasaka T, Yokoyama Y, Hara K, Yoshida H. Detection of KRAS mutations in circulating tumour DNA from plasma and urine of patients with colorectal cancer. Eur J Surg Oncol 2021; 47:3151-3156. [PMID: 34315643 DOI: 10.1016/j.ejso.2021.07.017] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 06/12/2021] [Accepted: 07/21/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Circulating tumour DNA (ctDNA) is very useful for purposes of cancer genetics; however, it has some limitations. Recently, ctDNA in body fluids, such as urine, sputum, and pleural effusion, has been investigated. The aim of this study was to evaluate the quantity of ctDNA derived from urine (trans-renal ctDNA) and the accuracy of KRAS mutation detection in relation to disease stage in colorectal cancer. METHODS Urine, plasma, and tissue samples were collected from consecutively resected colorectal cancer patients. DNA was extracted from each sample and the quantity was determined. From each DNA sample, KRAS mutations were detected using droplet digital PCR. RESULTS 200 patients participated and KRAS mutations were detected in 84 patients (42.0%) from tumour tissue. The concentration of trans-renal ctDNA (trtDNA) was significantly lower than that of plasma; however, there was no significant difference between the sensitivity using ctDNA and that using trtDNA (29.8% VS 33.3%, p = 0.62). Concordance between these two tests was only 17.5%. Combination analysis (ctDNA + trtDNA) improved the sensitivity to 53.6%, and sensitivity was significantly higher than that of corresponding single assays (p = 0.003). In early cancer stages, trtDNA had greater sensitivity for detecting KRAS mutations than ctDNA (37.7% vs. 21.3%, p = 0.047). Conversely, it was less useful for advanced cancer stages (21.7% vs. 52.2%, p = 0.07). Notably, KRAS mutations were detected using ctDNA or trtDNA in 12 of 116 (10.3%) patients who had no KRAS mutations in their tissue samples. CONCLUSIONS trtDNA and ctDNA have equal potential and combination analysis significantly improved the sensitivity.
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Affiliation(s)
- Ryo Ohta
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
| | - Takeshi Yamada
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan.
| | - Hiromichi Sonoda
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
| | - Akihisa Matsuda
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
| | - Seiichi Shinji
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
| | - Goro Takahashi
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
| | - Takuma Iwai
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
| | - Kohki Takeda
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
| | - Koji Ueda
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
| | - Sho Kuriyama
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
| | - Toshimitsu Miyasaka
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
| | - Yasuyuki Yokoyama
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
| | - Keisuke Hara
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
| | - Hiroshi Yoshida
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Nippon Medical School, Tokyo, Japan
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30
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Picco G, Cattaneo CM, van Vliet EJ, Crisafulli G, Rospo G, Consonni S, Vieira SF, Rodríguez IS, Cancelliere C, Banerjee R, Schipper LJ, Oddo D, Dijkstra KK, Cinatl J, Michaelis M, Yang F, Di Nicolantonio F, Sartore-Bianchi A, Siena S, Arena S, Voest EE, Bardelli A, Garnett MJ. Werner Helicase Is a Synthetic-Lethal Vulnerability in Mismatch Repair-Deficient Colorectal Cancer Refractory to Targeted Therapies, Chemotherapy, and Immunotherapy. Cancer Discov 2021; 11:1923-1937. [PMID: 33837064 DOI: 10.1158/2159-8290.cd-20-1508] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 03/03/2021] [Accepted: 03/29/2021] [Indexed: 11/16/2022]
Abstract
Targeted therapies, chemotherapy, and immunotherapy are used to treat patients with mismatch repair-deficient (dMMR)/microsatellite instability-high (MSI-H) colorectal cancer. The clinical effectiveness of targeted therapy and chemotherapy is limited by resistance and drug toxicities, and about half of patients receiving immunotherapy have disease that is refractory to immune checkpoint inhibitors. Loss of Werner syndrome ATP-dependent helicase (WRN) is a synthetic lethality in dMMR/MSI-H cells. To inform the development of WRN as a therapeutic target, we performed WRN knockout or knockdown in 60 heterogeneous dMMR colorectal cancer preclinical models, demonstrating that WRN dependency is an almost universal feature and a robust marker for patient selection. Furthermore, models of resistance to clinically relevant targeted therapy, chemotherapy, and immunotherapy retain WRN dependency. These data show the potential of therapeutically targeting WRN in patients with dMMR/MSI-H colorectal cancer and support WRN as a therapeutic option for patients with dMMR/MSI-H cancers refractory to current treatment strategies. SIGNIFICANCE: We found that a large, diverse set of dMMR/MSI-H colorectal cancer preclinical models, including models of treatment-refractory disease, are WRN-dependent. Our results support WRN as a promising synthetic-lethal target in dMMR/MSI-H colorectal cancer tumors as a monotherapy or in combination with targeted agents, chemotherapy, or immunotherapy.This article is highlighted in the In This Issue feature, p. 1861.
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Affiliation(s)
| | - Chiara M Cattaneo
- Department of Molecular Oncology and Immunology, the Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.,Oncode Institute, Amsterdam, the Netherlands
| | | | - Giovanni Crisafulli
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy.,Department of Oncology, University of Torino, Candiolo, Italy
| | - Giuseppe Rospo
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy.,Department of Oncology, University of Torino, Candiolo, Italy
| | | | - Sara F Vieira
- Wellcome Sanger Institute, Cambridge, United Kingdom
| | - Iñigo Sánchez Rodríguez
- Department of Molecular Oncology and Immunology, the Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.,Oncode Institute, Amsterdam, the Netherlands
| | | | - Ruby Banerjee
- Wellcome Sanger Institute, Cambridge, United Kingdom
| | - Luuk J Schipper
- Department of Molecular Oncology and Immunology, the Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.,Oncode Institute, Amsterdam, the Netherlands
| | - Daniele Oddo
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy.,Department of Oncology, University of Torino, Candiolo, Italy
| | - Krijn K Dijkstra
- Department of Molecular Oncology and Immunology, the Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.,Oncode Institute, Amsterdam, the Netherlands
| | - Jindrich Cinatl
- Institute for Medical Virology, Goethe-University, Frankfurt am Main, Germany
| | - Martin Michaelis
- School of Biosciences, University of Kent, Canterbury, United Kingdom
| | | | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy.,Department of Oncology, University of Torino, Candiolo, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milano, Italy.,Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Milano, Italy
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milano, Italy.,Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Milano, Italy
| | - Sabrina Arena
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy.,Department of Oncology, University of Torino, Candiolo, Italy
| | - Emile E Voest
- Department of Molecular Oncology and Immunology, the Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.,Oncode Institute, Amsterdam, the Netherlands
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy.,Department of Oncology, University of Torino, Candiolo, Italy
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31
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De Mattos-Arruda L, Siravegna G. How to use liquid biopsies to treat patients with cancer. ESMO Open 2021; 6:100060. [PMID: 33647598 PMCID: PMC7921754 DOI: 10.1016/j.esmoop.2021.100060] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 01/14/2021] [Accepted: 01/20/2021] [Indexed: 12/17/2022] Open
Abstract
Precision medicine is now pivotal to design patients' specific treatment strategies with the aim of prolonging progression and overall survival. In this regard, invasive tumor tissue testing has so far been the golden standard for making cancer diagnosis, but has limitations. Cell-free tumor DNA (ctDNA), a form of liquid biopsy, is a noninvasive biomarker that can be isolated from patients' blood and other biofluids. An increasing body of evidence has demonstrated clinical utility of plasma ctDNA profiling to select patients for genomic-driven therapies. Analyses of mutations in plasma ctDNA have shown high accuracy and more rapid identification of mutations, allowing matching patients for specific therapies with equivalent clinical efficacy to that of the tissue profiling. In the clinical setting, ctDNA has been recently implemented to select patients with specific genomic alterations to targeted treatments, and a few molecular tests have been approved for use in non-small-cell lung, prostate, ovarian, and breast cancers. However, standardization of ctDNA collection, storage, and analysis methods would be critical to facilitate the wide adoption of ctDNA technology in routine clinical practice. This review summarizes how we can exploit ctDNA analysis to treat cancer patients, and explains how the results should be interpreted. In addition, we focus on how ctDNA could be used in the future as a marker of minimal residual disease to guide adjuvant therapy, as an immuno-oncology biomarker in patients treated with immune checkpoint blockade drugs, and as an early cancer detection marker to screen the asymptomatic population.
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Affiliation(s)
- L De Mattos-Arruda
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain; Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain.
| | - G Siravegna
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, USA
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32
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Herranz R, Oto J, Plana E, Fernández-Pardo Á, Cana F, Martínez-Sarmiento M, Vera-Donoso CD, España F, Medina P. Circulating Cell-Free DNA in Liquid Biopsies as Potential Biomarker for Bladder Cancer: A Systematic Review. Cancers (Basel) 2021; 13:1448. [PMID: 33810039 PMCID: PMC8005001 DOI: 10.3390/cancers13061448] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 03/03/2021] [Accepted: 03/16/2021] [Indexed: 12/24/2022] Open
Abstract
Bladder cancer (BC) is among the most frequent cancer types in the world and is the most lethal urological malignancy. Presently, diagnostic and follow-up methods for BC are expensive and invasive. Thus, the identification of novel predictive biomarkers for diagnosis, progression, and prognosis of BC is of paramount importance. To date, several studies have evidenced that cell-free DNA (cfDNA) found in liquid biopsies such as blood and urine may play a role in the particular scenario of urologic tumors, and its analysis may improve BC diagnosis report about cancer progression or even evaluate the effectiveness of a specific treatment or anticipate whether a treatment would be useful for a specific patient depending on the tumor characteristics. In the present review, we have summarized the up-to-date studies evaluating the value of cfDNA as potential diagnostic, prognostic, or monitoring biomarker for BC in several biofluids.
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Affiliation(s)
- Raquel Herranz
- Haemostasis, Thrombosis, Arteriosclerosis and Vascular Biology Research Group, Medical Research Institute Hospital La Fe, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (R.H.); (J.O.); (E.P.); (Á.F.-P.); (F.C.); (F.E.)
| | - Julia Oto
- Haemostasis, Thrombosis, Arteriosclerosis and Vascular Biology Research Group, Medical Research Institute Hospital La Fe, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (R.H.); (J.O.); (E.P.); (Á.F.-P.); (F.C.); (F.E.)
| | - Emma Plana
- Haemostasis, Thrombosis, Arteriosclerosis and Vascular Biology Research Group, Medical Research Institute Hospital La Fe, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (R.H.); (J.O.); (E.P.); (Á.F.-P.); (F.C.); (F.E.)
- Angiology and Vascular Surgery Service, La Fe University and Polytechnic Hospital, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Álvaro Fernández-Pardo
- Haemostasis, Thrombosis, Arteriosclerosis and Vascular Biology Research Group, Medical Research Institute Hospital La Fe, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (R.H.); (J.O.); (E.P.); (Á.F.-P.); (F.C.); (F.E.)
| | - Fernando Cana
- Haemostasis, Thrombosis, Arteriosclerosis and Vascular Biology Research Group, Medical Research Institute Hospital La Fe, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (R.H.); (J.O.); (E.P.); (Á.F.-P.); (F.C.); (F.E.)
| | - Manuel Martínez-Sarmiento
- Department of Urology, La Fe University and Polytechnic Hospital, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (M.M.-S.); (C.D.V.-D.)
| | - César D. Vera-Donoso
- Department of Urology, La Fe University and Polytechnic Hospital, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (M.M.-S.); (C.D.V.-D.)
| | - Francisco España
- Haemostasis, Thrombosis, Arteriosclerosis and Vascular Biology Research Group, Medical Research Institute Hospital La Fe, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (R.H.); (J.O.); (E.P.); (Á.F.-P.); (F.C.); (F.E.)
| | - Pilar Medina
- Haemostasis, Thrombosis, Arteriosclerosis and Vascular Biology Research Group, Medical Research Institute Hospital La Fe, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (R.H.); (J.O.); (E.P.); (Á.F.-P.); (F.C.); (F.E.)
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33
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Oreskovic A, Lutz BR. Ultrasensitive hybridization capture: Reliable detection of <1 copy/mL short cell-free DNA from large-volume urine samples. PLoS One 2021; 16:e0247851. [PMID: 33635932 PMCID: PMC7909704 DOI: 10.1371/journal.pone.0247851] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 02/12/2021] [Indexed: 12/19/2022] Open
Abstract
Urine cell-free DNA (cfDNA) is a valuable non-invasive biomarker with broad potential clinical applications, but there is no consensus on its optimal pre-analytical methodology, including the DNA extraction step. Due to its short length (majority of fragments <100 bp) and low concentration (ng/mL), urine cfDNA is not efficiently recovered by conventional silica-based extraction methods. To maximize sensitivity of urine cfDNA assays, we developed an ultrasensitive hybridization method that uses sequence-specific oligonucleotide capture probes immobilized on magnetic beads to improve extraction of short cfDNA from large-volume urine samples. Our hybridization method recovers near 100% (95% CI: 82.6-117.6%) of target-specific DNA from 10 mL urine, independent of fragment length (25-150 bp), and has a limit of detection of ≤5 copies of double-stranded DNA (0.5 copies/mL). Pairing hybridization with an ultrashort qPCR design, we can efficiently capture and amplify fragments as short as 25 bp. Our method enables amplification of cfDNA from 10 mL urine in a single qPCR well, tolerates variation in sample composition, and effectively removes non-target DNA. Our hybridization protocol improves upon both existing silica-based urine cfDNA extraction methods and previous hybridization-based sample preparation protocols. Two key innovations contribute to the strong performance of our method: a two-probe system enabling recovery of both strands of double-stranded DNA and dual biotinylated capture probes, which ensure consistent, high recovery by facilitating optimal probe density on the bead surface, improving thermostability of the probe-bead linkage, and eliminating interference by endogenous biotin. We originally designed the hybridization method for tuberculosis diagnosis from urine cfDNA, but expect that it will be versatile across urine cfDNA targets, and may be useful for other cfDNA sample types and applications beyond cfDNA. To make our hybridization method accessible to new users, we present a detailed protocol and straightforward guidelines for designing new capture probes.
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Affiliation(s)
- Amy Oreskovic
- Department of Bioengineering, University of Washington, Seattle, Washington, United States of America
| | - Barry R. Lutz
- Department of Bioengineering, University of Washington, Seattle, Washington, United States of America
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