1
|
Ma W, Tang W, Kwok JS, Tong AH, Lo CW, Chu AT, Chung BH. A review on trends in development and translation of omics signatures in cancer. Comput Struct Biotechnol J 2024; 23:954-971. [PMID: 38385061 PMCID: PMC10879706 DOI: 10.1016/j.csbj.2024.01.024] [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: 10/27/2023] [Revised: 01/31/2024] [Accepted: 01/31/2024] [Indexed: 02/23/2024] Open
Abstract
The field of cancer genomics and transcriptomics has evolved from targeted profiling to swift sequencing of individual tumor genome and transcriptome. The steady growth in genome, epigenome, and transcriptome datasets on a genome-wide scale has significantly increased our capability in capturing signatures that represent both the intrinsic and extrinsic biological features of tumors. These biological differences can help in precise molecular subtyping of cancer, predicting tumor progression, metastatic potential, and resistance to therapeutic agents. In this review, we summarized the current development of genomic, methylomic, transcriptomic, proteomic and metabolic signatures in the field of cancer research and highlighted their potentials in clinical applications to improve diagnosis, prognosis, and treatment decision in cancer patients.
Collapse
Affiliation(s)
- Wei Ma
- Hong Kong Genome Institute, Hong Kong, China
| | - Wenshu Tang
- Hong Kong Genome Institute, Hong Kong, China
| | | | | | | | | | - Brian H.Y. Chung
- Hong Kong Genome Institute, Hong Kong, China
- Department of Pediatrics and Adolescent Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Hong Kong Genome Project
- Hong Kong Genome Institute, Hong Kong, China
- Department of Pediatrics and Adolescent Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| |
Collapse
|
2
|
Bychkovsky BL, Myers S, Warren LEG, De Placido P, Parsons HA. Ductal Carcinoma In Situ. Hematol Oncol Clin North Am 2024; 38:831-849. [PMID: 38960507 DOI: 10.1016/j.hoc.2024.05.014] [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] [Indexed: 07/05/2024]
Abstract
In breast cancer (BC) pathogenesis models, normal cells acquire somatic mutations and there is a stepwise progression from high-risk lesions and ductal carcinoma in situ to invasive cancer. The precancer biology of mammary tissue warrants better characterization to understand how different BC subtypes emerge. Primary methods for BC prevention or risk reduction include lifestyle changes, surgery, and chemoprevention. Surgical intervention for BC prevention involves risk-reducing prophylactic mastectomy, typically performed either synchronously with the treatment of a primary tumor or as a bilateral procedure in high-risk women. Chemoprevention with endocrine therapy carries adherence-limiting toxicity.
Collapse
Affiliation(s)
- Brittany L Bychkovsky
- Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Sara Myers
- Harvard Medical School, Boston, MA, USA; Brigham and Women's Hospital, Boston, MA, USA
| | - Laura E G Warren
- Harvard Medical School, Boston, MA, USA; Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Pietro De Placido
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Heather A Parsons
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA.
| |
Collapse
|
3
|
Chang AEB, Potter AL, Yang CFJ, Sequist LV. Early Detection and Interception of Lung Cancer. Hematol Oncol Clin North Am 2024; 38:755-770. [PMID: 38724286 DOI: 10.1016/j.hoc.2024.03.004] [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] [Indexed: 07/05/2024]
Abstract
Recent advances in lung cancer treatment have led to dramatic improvements in 5-year survival rates. And yet, lung cancer remains the leading cause of cancer-related mortality, in large part, because it is often diagnosed at an advanced stage, when cure is no longer possible. Lung cancer screening (LCS) is essential for intercepting the disease at an earlier stage. Unfortunately, LCS has been poorly adopted in the United States, with less than 5% of eligible patients being screened nationally. This article will describe the data supporting LCS, the obstacles to LCS implementation, and the promising opportunities that lie ahead.
Collapse
Affiliation(s)
- Allison E B Chang
- Department of Medicine, Division of Hematology/Oncology, Massachusetts General Hospital, Boston, MA, USA; Department of Hematology/Oncology, Dana Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, 25 Shattuck Street, Boston, MA 02115, USA
| | - Alexandra L Potter
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Chi-Fu Jeffrey Yang
- Harvard Medical School, 25 Shattuck Street, Boston, MA 02115, USA; Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Lecia V Sequist
- Department of Medicine, Division of Hematology/Oncology, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, 25 Shattuck Street, Boston, MA 02115, USA.
| |
Collapse
|
4
|
Raoof S, Kurzrock R. Turning the Knobs on Screening Liquid Biopsies for High-Risk Populations: Potential for Dialing Down Invasive Procedures. J Clin Oncol 2024:JCO2302665. [PMID: 38905582 DOI: 10.1200/jco.23.02665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 04/14/2024] [Accepted: 04/22/2024] [Indexed: 06/23/2024] Open
Affiliation(s)
- Sana Raoof
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | |
Collapse
|
5
|
Klocker EV, Hasenleithner S, Bartsch R, Gampenrieder SP, Egle D, Singer CF, Rinnerthaler G, Hubalek M, Schmitz K, Bago-Horvath Z, Petzer A, Heibl S, Heitzer E, Balic M, Gnant M. Clinical applications of next-generation sequencing-based ctDNA analyses in breast cancer: defining treatment targets and dynamic changes during disease progression. Mol Oncol 2024. [PMID: 38867388 DOI: 10.1002/1878-0261.13671] [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: 11/02/2023] [Revised: 03/03/2024] [Accepted: 05/17/2024] [Indexed: 06/14/2024] Open
Abstract
The advancements in the detection and characterization of circulating tumor DNA (ctDNA) have revolutionized precision medicine and are likely to transform standard clinical practice. The non-invasive nature of this approach allows for molecular profiling of the entire tumor entity, while also enabling real-time monitoring of the effectiveness of cancer therapies as well as the identification of resistance mechanisms to guide targeted therapy. Although the field of ctDNA studies offers a wide range of applications, including in early disease, in this review we mainly focus on the role of ctDNA in the dynamic molecular characterization of unresectable locally advanced and metastatic BC (mBC). Here, we provide clinical practice guidance for the rapidly evolving field of molecular profiling of mBC, outlining the current landscape of liquid biopsy applications and how to choose the right ctDNA assay. Additionally, we underline the importance of exploring the clinical relevance of novel molecular alterations that potentially represent therapeutic targets in mBC, along with mutations where targeted therapy is already approved. Finally, we present a potential roadmap for integrating ctDNA analysis into clinical practice.
Collapse
Affiliation(s)
- Eva Valentina Klocker
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Austria
| | - Samantha Hasenleithner
- Institute of Human Genetics, Diagnostic and Research Center for Molecular BioMedicine, Medical University of Graz, Austria
| | - Rupert Bartsch
- Division of Oncology, Department of Medicine I, Medical University of Vienna, Austria
| | - Simon P Gampenrieder
- Third Medical Department with Hematology and Medical Oncology, Hemostaseology, Rheumatology and Infectious Diseases, Oncologic Center, Paracelsus Medical University Salzburg, Austria
| | - Daniel Egle
- Department of Gynecology, Breast Cancer Center Tirol, Medical University of Innsbruck, Austria
| | - Christian F Singer
- Department of Gynecology, Breast Cancer Center Vienna, Medical University of Vienna, Austria
| | - Gabriel Rinnerthaler
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Austria
| | - Michael Hubalek
- Department of Gynecology, Breast Health Center Schwaz, Austria
| | - Katja Schmitz
- Institute of Pathology, University Medical Center Göttingen, Germany
- Tyrolpath Obrist Brunhuber GmbH and Krankenhaus St. Vinzenz, Zams, Austria
| | | | - Andreas Petzer
- Department of Internal Medicine I for Hematology with Stem Cell Transplantation, Hemostaseology and Medical Oncology, Barmherzige Schwestern, Elisabethinen, Ordensklinikum Linz GmbH, Austria
| | - Sonja Heibl
- Department of Internal Medicine IV, Klinikum Wels-Grieskirchen GmbH, Austria
| | - Ellen Heitzer
- Institute of Human Genetics, Diagnostic and Research Center for Molecular BioMedicine, Christian Doppler Laboratory for Liquid Biopsies for early Detection of Cancer, Medical University of Graz, Austria
| | - Marija Balic
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Austria
- Division of Hematology and Medical Oncology, University of Pittsburgh School of Medicine, PA, USA
| | - Michael Gnant
- Comprehensive Cancer Center, Medical University of Vienna, Austria
| |
Collapse
|
6
|
Dowrick A, Ziebland S, Rai T, Friedemann Smith C, Nicholson BD. A manifesto for improving cancer detection: four key considerations when implementing innovations across the interface of primary and secondary care. Lancet Oncol 2024:S1470-2045(24)00102-5. [PMID: 38848741 DOI: 10.1016/s1470-2045(24)00102-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 02/09/2024] [Accepted: 02/15/2024] [Indexed: 06/09/2024]
Abstract
Improving cancer outcomes through innovative cancer detection initiatives in primary care is an international policy priority. There are unique implementation challenges to the roll-out and scale-up of different innovations, requiring synchronisation between national policy levers and local implementation strategies. We draw on implementation science to highlight key considerations when seeking to sustainably embed cancer detection initiatives within health systems and clinical practice. Points of action include considering the implications of change on the current configuration of responsibility for detecting cancer; investing in understanding how to adapt systems to support innovations; developing strategies to address inequity when planning innovation implementation; and anticipating and making efforts to mitigate the unintended consequences of innovation. We draw on examples of contemporary cancer detection issues to illustrate how to apply these recommendations to practice.
Collapse
Affiliation(s)
- Anna Dowrick
- Nuffield Department of Primary Care Health Science, University of Oxford, Oxford, UK.
| | - Sue Ziebland
- Nuffield Department of Primary Care Health Science, University of Oxford, Oxford, UK
| | - Tanvi Rai
- Nuffield Department of Primary Care Health Science, University of Oxford, Oxford, UK
| | | | - Brian D Nicholson
- Nuffield Department of Primary Care Health Science, University of Oxford, Oxford, UK
| |
Collapse
|
7
|
Duffy MJ, Crown J. Circulating tumor DNA (ctDNA): can it be used as a pan-cancer early detection test? Crit Rev Clin Lab Sci 2024; 61:241-253. [PMID: 37936529 DOI: 10.1080/10408363.2023.2275150] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 10/21/2023] [Indexed: 11/09/2023]
Abstract
Circulating tumor DNA (ctDNA, DNA shed by cancer cells) is emerging as one of the most transformative cancer biomarkers discovered to-date. Although potentially useful at all the phases of cancer detection and patient management, one of its most exciting possibilities is as a relatively noninvasive pan-cancer screening test. Preliminary findings with ctDNA tests such as Galleri or CancerSEEK suggest that they have high specificity (> 99.0%) for malignancy. Their sensitivity varies depending on the type of cancer and stage of disease but it is generally low in patients with stage I disease. A major advantage of ctDNA over existing screening strategies is the potential ability to detect multiple cancer types in a single test. A limitation of most studies published to-date is that they are predominantly case-control investigations that were carried out in patients with a previous diagnosis of malignancy and that used apparently healthy subjects as controls. Consequently, the reported sensitivities, specificities and positive predictive values might be lower if the tests are used for screening in asymptomatic populations, that is, in the population where these tests are likely be employed. To demonstrate clinical utility in an asymptomatic population, these tests must be shown to reduce cancer mortality without causing excessive overdiagnosis in a large randomized prospective randomized trial. Such trials are currently ongoing for Galleri and CancerSEEK.
Collapse
Affiliation(s)
- Michael J Duffy
- UCD School of Medicine, Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
- UCD Clinical Research Centre, St. Vincent's University Hospital, Dublin, Ireland
| | - John Crown
- Department of Medical Oncology, St Vincent's University Hospital, Dublin, Ireland
| |
Collapse
|
8
|
Wever BMM, Schaafsma M, Bleeker MCG, van den Burgt Y, van den Helder R, Lok CAR, Dijk F, van der Pol Y, Mouliere F, Moldovan N, van Trommel NE, Steenbergen RDM. Molecular analysis for ovarian cancer detection in patient-friendly samples. COMMUNICATIONS MEDICINE 2024; 4:88. [PMID: 38755429 PMCID: PMC11099128 DOI: 10.1038/s43856-024-00517-8] [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: 10/05/2023] [Accepted: 05/03/2024] [Indexed: 05/18/2024] Open
Abstract
BACKGROUND High ovarian cancer mortality rates motivate the development of effective and patient-friendly diagnostics. Here, we explored the potential of molecular testing in patient-friendly samples for ovarian cancer detection. METHODS Home-collected urine, cervicovaginal self-samples, and clinician-taken cervical scrapes were prospectively collected from 54 patients diagnosed with a highly suspicious ovarian mass (benign n = 25, malignant n = 29). All samples were tested for nine methylation markers, using quantitative methylation-specific PCRs that were verified on ovarian tissue samples, and compared to non-paired patient-friendly samples of 110 age-matched healthy controls. Copy number analysis was performed on a subset of urine samples of ovarian cancer patients by shallow whole-genome sequencing. RESULTS Three methylation markers are significantly elevated in full void urine of ovarian cancer patients as compared to healthy controls (C2CD4D, P = 0.008; CDO1, P = 0.022; MAL, P = 0.008), of which two are also discriminatory in cervical scrapes (C2CD4D, P = 0.001; CDO1, P = 0.004). When comparing benign and malignant ovarian masses, GHSR shows significantly elevated methylation levels in the urine sediment of ovarian cancer patients (P = 0.024). Other methylation markers demonstrate comparably high methylation levels in benign and malignant ovarian masses. Cervicovaginal self-samples show no elevated methylation levels in patients with ovarian masses as compared to healthy controls. Copy number changes are identified in 4 out of 23 urine samples of ovarian cancer patients. CONCLUSIONS Our study reveals increased methylation levels of ovarian cancer-associated genes and copy number aberrations in the urine of ovarian cancer patients. Our findings support continued research into urine biomarkers for ovarian cancer detection and highlight the importance of including benign ovarian masses in future studies to develop a clinically useful test.
Collapse
Affiliation(s)
- Birgit M M Wever
- Amsterdam UMC, location Vrije Universiteit Amsterdam, Department of Pathology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Mirte Schaafsma
- Amsterdam UMC, location Vrije Universiteit Amsterdam, Department of Pathology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Antoni van Leeuwenhoek/Netherlands Cancer Institute, Department of Gynecologic Oncology, Center of Gynecologic Oncology Amsterdam, Amsterdam, The Netherlands
| | - Maaike C G Bleeker
- Amsterdam UMC, location Vrije Universiteit Amsterdam, Department of Pathology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Yara van den Burgt
- Amsterdam UMC, location Vrije Universiteit Amsterdam, Department of Pathology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Rianne van den Helder
- Amsterdam UMC, location Vrije Universiteit Amsterdam, Department of Pathology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Antoni van Leeuwenhoek/Netherlands Cancer Institute, Department of Gynecologic Oncology, Center of Gynecologic Oncology Amsterdam, Amsterdam, The Netherlands
| | - Christianne A R Lok
- Antoni van Leeuwenhoek/Netherlands Cancer Institute, Department of Gynecologic Oncology, Center of Gynecologic Oncology Amsterdam, Amsterdam, The Netherlands
| | - Frederike Dijk
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Amsterdam UMC, location University of Amsterdam, Department of Pathology, Amsterdam, The Netherlands
| | - Ymke van der Pol
- Amsterdam UMC, location Vrije Universiteit Amsterdam, Department of Pathology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Florent Mouliere
- Amsterdam UMC, location Vrije Universiteit Amsterdam, Department of Pathology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Norbert Moldovan
- Amsterdam UMC, location Vrije Universiteit Amsterdam, Department of Pathology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Nienke E van Trommel
- Antoni van Leeuwenhoek/Netherlands Cancer Institute, Department of Gynecologic Oncology, Center of Gynecologic Oncology Amsterdam, Amsterdam, The Netherlands
| | - Renske D M Steenbergen
- Amsterdam UMC, location Vrije Universiteit Amsterdam, Department of Pathology, Amsterdam, The Netherlands.
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands.
| |
Collapse
|
9
|
Stetson D, Labrousse P, Russell H, Shera D, Abbosh C, Dougherty B, Barrett JC, Hodgson D, Hadfield J. Next-Generation Molecular Residual Disease Assays: Do We Have the Tools to Evaluate Them Properly? J Clin Oncol 2024:JCO2302301. [PMID: 38754043 DOI: 10.1200/jco.23.02301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 01/27/2024] [Accepted: 03/05/2024] [Indexed: 05/18/2024] Open
Affiliation(s)
- Dan Stetson
- Translational Medicine, Oncology R&D, AstraZeneca, Waltham, MA
| | - Paul Labrousse
- Translational Medicine, Oncology R&D, AstraZeneca, Waltham, MA
| | - Hugh Russell
- Translational Medicine, Oncology R&D, AstraZeneca, Waltham, MA
| | - David Shera
- Oncology Biometrics, AstraZeneca, Gaithersburg, MD
| | - Chris Abbosh
- Cancer Biomarker Development, Oncology R&D, AstraZeneca, Cambridge, United Kingdom
| | - Brian Dougherty
- Translational Medicine, Oncology R&D, AstraZeneca, Waltham, MA
| | - J Carl Barrett
- Translational Medicine, Oncology R&D, AstraZeneca, Waltham, MA
| | - Darren Hodgson
- Cancer Biomarker Development, Oncology R&D, AstraZeneca, Cambridge, United Kingdom
| | - James Hadfield
- Translational Medicine, Oncology R&D, AstraZeneca, Cambridge, United Kingdom
| |
Collapse
|
10
|
Turning the tide of early cancer detection. Nat Med 2024; 30:1217. [PMID: 38773344 DOI: 10.1038/s41591-024-03046-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/23/2024]
|
11
|
Alkhatib O, Miles T, Jones RP, Mair R, Palmer R, Winter H, McDermott FD. Current and future genomic applications for surgeons. Ann R Coll Surg Engl 2024; 106:321-328. [PMID: 38555869 PMCID: PMC10981988 DOI: 10.1308/rcsann.2024.0031] [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] [Accepted: 03/04/2024] [Indexed: 04/02/2024] Open
Abstract
Genomics is a crucial part of managing surgical disease. This review focuses on some of the genomic advances that are available now and looks to the future of their application in surgical practice. Whole-genome sequencing enables unbiased coverage across the entire human genome of approximately three billion base pairs. Newer technologies, such as those that permit long-read sequence analysis, provide additional information in longer phased fragment and base pair epigenomic (methylomic) data. Whole-genome sequencing is currently available in England for cancers in children, teenagers and young adults, central nervous system tumours, sarcoma and haematological malignancies. Circulating tumour DNA (ctDNA), immunotherapy and pharmacogenomics have emerged as groundbreaking approaches in the field of cancer treatment. These are now revolutionising the way oncologists and surgeons approach curative cancer surgery. Cancer vaccines offer an innovative approach to reducing recurrence after surgery by priming the immune system to trigger an immune response. The Cancer Vaccine Launch Pad project facilitates cancer vaccine studies in England. The BNT122-01 trial is recruiting patients with ctDNA-positive high-risk colorectal cancer after surgery to assess the impact of cancer vaccines. The evolving landscape of cancer treatment demands a dynamic and integrated approach from the surgical multidisciplinary team. Immunotherapy, ctDNA, pharmacogenomics, vaccines, mainstreaming and whole-genome sequencing are just some of the innovations that have the potential to redefine the standards of care. The continued exploration of these innovative diagnostics and therapies, the genomic pathway evolution and their application in diverse cancer types highlights the transformative impact of precision medicine in surgery.
Collapse
Affiliation(s)
- O Alkhatib
- Liverpool University Teaching Hospitals NHS Foundation Trust, UK
| | - T Miles
- Southwest Genomics Medicine Service Alliance, UK
| | | | | | | | - H Winter
- University Hospitals Bristol and Weston NHS Foundation Trust, UK
| | | |
Collapse
|
12
|
Al-Obeidee M, Al-Obeidee E. Exploring the potential of multi-cancer early detection tests as triage tools in urgent referrals: insights from recent clinical trial. Postgrad Med J 2024:qgae033. [PMID: 38520740 DOI: 10.1093/postmj/qgae033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Revised: 02/18/2024] [Accepted: 02/26/2024] [Indexed: 03/25/2024]
Affiliation(s)
- Mustafa Al-Obeidee
- Department of Medicine, Royal Blackburn Hospital, East Lancashire Hospitals NHS Trust, Blackburn, BB2 3HH United Kingdom
| | - Esraa Al-Obeidee
- Faculty of Medicine and Health Sciences, Taiz University, Taiz, Yemen
| |
Collapse
|
13
|
Ben-Ami R, Wang QL, Zhang J, Supplee JG, Fahrmann JF, Lehmann-Werman R, Brais LK, Nowak J, Yuan C, Loftus M, Babic A, Irajizad E, Davidi T, Zick A, Hubert A, Neiman D, Piyanzin S, Gal-Rosenberg O, Horn A, Shemer R, Glaser B, Boos N, Jajoo K, Lee L, Clancy TE, Rubinson DA, Ng K, Chabot JA, Kastrinos F, Kluger M, Aguirre AJ, Jänne PA, Bardeesy N, Stanger B, O'Hara MH, Till J, Maitra A, Carpenter EL, Bullock AJ, Genkinger J, Hanash SM, Paweletz CP, Dor Y, Wolpin BM. Protein biomarkers and alternatively methylated cell-free DNA detect early stage pancreatic cancer. Gut 2024; 73:639-648. [PMID: 38123998 PMCID: PMC10958271 DOI: 10.1136/gutjnl-2023-331074] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 11/26/2023] [Indexed: 12/23/2023]
Abstract
OBJECTIVE Pancreatic ductal adenocarcinoma (PDAC) is commonly diagnosed at an advanced stage. Liquid biopsy approaches may facilitate detection of early stage PDAC when curative treatments can be employed. DESIGN To assess circulating marker discrimination in training, testing and validation patient cohorts (total n=426 patients), plasma markers were measured among PDAC cases and patients with chronic pancreatitis, colorectal cancer (CRC), and healthy controls. Using CA19-9 as an anchor marker, measurements were made of two protein markers (TIMP1, LRG1) and cell-free DNA (cfDNA) pancreas-specific methylation at 9 loci encompassing 61 CpG sites. RESULTS Comparative methylome analysis identified nine loci that were differentially methylated in exocrine pancreas DNA. In the training set (n=124 patients), cfDNA methylation markers distinguished PDAC from healthy and CRC controls. In the testing set of 86 early stage PDAC and 86 matched healthy controls, CA19-9 had an area under the receiver operating characteristic curve (AUC) of 0.88 (95% CI 0.83 to 0.94), which was increased by adding TIMP1 (AUC 0.92; 95% CI 0.88 to 0.96; p=0.06), LRG1 (AUC 0.92; 95% CI 0.88 to 0.96; p=0.02) or exocrine pancreas-specific cfDNA methylation markers at nine loci (AUC 0.92; 95% CI 0.88 to 0.96; p=0.02). In the validation set of 40 early stage PDAC and 40 matched healthy controls, a combined panel including CA19-9, TIMP1 and a 9-loci cfDNA methylation panel had greater discrimination (AUC 0.86, 95% CI 0.77 to 0.95) than CA19-9 alone (AUC 0.82; 95% CI 0.72 to 0.92). CONCLUSION A combined panel of circulating markers including proteins and methylated cfDNA increased discrimination compared with CA19-9 alone for early stage PDAC.
Collapse
Affiliation(s)
- Roni Ben-Ami
- Department of Developmental Biology and Cancer Research, IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Qiao-Li Wang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
| | - Jinming Zhang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Julianna G Supplee
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Johannes F Fahrmann
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Roni Lehmann-Werman
- Department of Developmental Biology and Cancer Research, IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Lauren K Brais
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Jonathan Nowak
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Chen Yuan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Maureen Loftus
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Ana Babic
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Ehsan Irajizad
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Tal Davidi
- Sharett Institute of Oncology, Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - Aviad Zick
- Sharett Institute of Oncology, Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - Ayala Hubert
- Sharett Institute of Oncology, Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - Daniel Neiman
- Department of Developmental Biology and Cancer Research, IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Sheina Piyanzin
- Department of Developmental Biology and Cancer Research, IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Ofer Gal-Rosenberg
- Department of Developmental Biology and Cancer Research, IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Amit Horn
- Department of Developmental Biology and Cancer Research, IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Ruth Shemer
- Department of Developmental Biology and Cancer Research, IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Benjamin Glaser
- Department of Developmental Biology and Cancer Research, IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
- Department of Endocrinology and Metabolism, Hadassah Medical Center, Jerusalem, Israel
| | - Natalia Boos
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Kunal Jajoo
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Linda Lee
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Thomas E Clancy
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Douglas A Rubinson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Kimmie Ng
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - John A Chabot
- Department of Surgery, Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York, USA
| | - Fay Kastrinos
- Division of Digestive and Liver Diseases, Columbia University Irving Medical Cancer and the Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - Michael Kluger
- Department of Surgery, Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York, USA
| | - Andrew J Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Pasi A Jänne
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Nabeel Bardeesy
- Massachusetts General Hospital Cancer Center, Center for Cancer Research, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Ben Stanger
- Department of Medicine, Division of Gastroenterology, Abramson Family Cancer Research Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Mark H O'Hara
- Department of Medicine, Division of Hematology-Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jacob Till
- Department of Medicine, Division of Hematology-Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Anirban Maitra
- Department of Pathology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, USA
| | - Erica L Carpenter
- Department of Medicine, Division of Hematology-Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Andrea J Bullock
- Division of Hematology and Oncology, Beth-Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Jeanine Genkinger
- Department of epidemiology, Mailman school of public health, Columbia university, New York, New York, USA
- Herbert Irving Comprehensive Cancer Center, Columbia university Irving Medical Center, New York, New York, USA
| | - Samir M Hanash
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Cloud P Paweletz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Yuval Dor
- Department of Developmental Biology and Cancer Research, IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Brian M Wolpin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| |
Collapse
|
14
|
Thompson CL, Buchanan AH, Myers R, Weinberg DS. Integrating primary care, shared decision making, and community engagement to facilitate equitable access to multi-cancer early detection clinical trials. Front Oncol 2024; 13:1307459. [PMID: 38486933 PMCID: PMC10937460 DOI: 10.3389/fonc.2023.1307459] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 12/06/2023] [Indexed: 03/17/2024] Open
Abstract
Effective implementation of cancer screening programs can reduce disease-specific incidence and mortality. Screening is currently recommended for breast, cervical, colorectal and lung cancer. However, initial and repeat adherence to screening tests in accordance with current guidelines is sub-optimal, with the lowest rates observed in historically underserved groups. If used in concert with recommended cancer screening tests, new biospecimen-based multi-cancer early detection (MCED) tests could help to identify more cancers that may be amendable to effective treatment. Clinical trials designed to assess the safety and efficacy of MCED tests to assess their potential for reducing cancer mortality are needed and many are underway. In the conduct of MCED test trials, it is crucial that participant recruitment efforts successfully engage participants from diverse populations experiencing cancer disparities. Strategic partnerships involving health systems, clinical practices, and communities can increase the reach of MCED trial recruitment efforts among populations experiencing disparities. This goal can be achieved by developing health system-based learning communities that build understanding of and trust in biomedical research; and by applying innovative methods for identifying eligible trial patients, educating potential participants about research trials, and engaging eligible individuals in shared decision making (SDM) about trial participation. This article describes how a developing consortium of health systems has used this approach to encourage the uptake of cancer screening in a wide range of populations and how such a strategy can facilitate the enrollment of persons from diverse patient and community populations in MCED trials.
Collapse
Affiliation(s)
- Cheryl L. Thompson
- Penn State Cancer Institute, Department of Public Health Sciences, Pennsylvania State University College of Medicine, Hershey, PA, United States
| | - Adam H. Buchanan
- Department of Genomic Health, Geisinger, Danville, PA, United States
| | - Ronald Myers
- Division of Population Science Department of Medical Oncology, Thomas Jefferson University, Philadelphia, PA, United States
| | - David S. Weinberg
- Department of Medicine, Fox Chase Cancer Center, Philadelphia, PA, United States
| |
Collapse
|
15
|
Zakkak N, Barclay ME, Swann R, McPhail S, Rubin G, Abel GA, Lyratzopoulos G. The presenting symptom signatures of incident cancer: evidence from the English 2018 National Cancer Diagnosis Audit. Br J Cancer 2024; 130:297-307. [PMID: 38057397 PMCID: PMC10803766 DOI: 10.1038/s41416-023-02507-4] [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: 03/16/2023] [Revised: 10/27/2023] [Accepted: 11/13/2023] [Indexed: 12/08/2023] Open
Abstract
BACKGROUND Understanding relationships between presenting symptoms and subsequently diagnosed cancers can inform symptom awareness campaigns and investigation strategies. METHODS We used English National Cancer Diagnosis Audit 2018 data for 55,122 newly diagnosed patients, and examined the relative frequency of presenting symptoms by cancer site, and of cancer sites by presenting symptom. RESULTS Among 38 cancer sites (16 cancer groups), three classes were apparent: cancers with a dominant single presenting symptom (e.g. melanoma); cancers with diverse presenting symptoms (e.g. pancreatic); and cancers that are often asymptomatically detected (e.g. chronic lymphocytic leukaemia). Among 83 symptoms (13 symptom groups), two classes were apparent: symptoms chiefly relating to cancers of the same body system (e.g. certain respiratory symptoms mostly relating to respiratory cancers); and symptoms with a diverse cancer site case-mix (e.g. fatigue). The cancer site case-mix of certain symptoms varied by sex. CONCLUSION We detailed associations between presenting symptoms and cancer sites in a large, representative population-based sample of cancer patients. The findings can guide choice of symptoms for inclusion in awareness campaigns, and diagnostic investigation strategies post-presentation when cancer is suspected. They can inform the updating of clinical practice recommendations for specialist referral encompassing a broader range of cancer sites per symptom.
Collapse
Affiliation(s)
- N Zakkak
- Epidemiology of Cancer Healthcare and Outcomes (ECHO) Group, Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London, London, UK.
| | - M E Barclay
- Epidemiology of Cancer Healthcare and Outcomes (ECHO) Group, Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London, London, UK
| | - R Swann
- National Disease Registration Service, NHS England, London, UK
- Cancer Intelligence, Cancer Research UK, London, UK
| | - S McPhail
- National Disease Registration Service, NHS England, London, UK
| | - G Rubin
- Population Health Sciences Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - G A Abel
- Medical School, College of Medicine and Health, University of Exeter, St Luke's Campus, Heavitree Road, Exeter, London, UK
| | - G Lyratzopoulos
- Epidemiology of Cancer Healthcare and Outcomes (ECHO) Group, Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London, London, UK
| |
Collapse
|
16
|
Zhang K, Fu R, Liu R, Su Z. Circulating cell-free DNA-based multi-cancer early detection. Trends Cancer 2024; 10:161-174. [PMID: 37709615 DOI: 10.1016/j.trecan.2023.08.010] [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: 07/03/2023] [Revised: 08/03/2023] [Accepted: 08/21/2023] [Indexed: 09/16/2023]
Abstract
Patients benefit considerably from early detection of cancer. Existing single-cancer tests have various limitations, which could be effectively addressed by circulating cell-free DNA (cfDNA)-based multi-cancer early detection (MCED). With sensitive detection and accurate localization of multiple cancer types at a very low and fixed false-positive rate (FPR), MCED has great potential to revolutionize early cancer detection. Herein, we review state-of-the-art approaches for cfDNA-based MCED and their limitations and discuss both technical and clinical challenges in the development and application of MCED tests. Given the constant improvements in technology and understanding of cancer biology, we propose that a cfDNA-based targeted sequencing assay that integrates multimodal features should be optimized for MCED.
Collapse
Affiliation(s)
- Kai Zhang
- Department of Cancer Prevention, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 South Panjiayuan Lane, Chaoyang District, Beijing 100021, China
| | - Ruiqing Fu
- Singlera Genomics Ltd, Shanghai 201203, China
| | - Rui Liu
- Singlera Genomics Ltd, Shanghai 201203, China
| | - Zhixi Su
- Singlera Genomics Ltd, Shanghai 201203, China.
| |
Collapse
|
17
|
Farooq M, Leevan E, Ahmed J, Ko B, Shin S, De Souza A, Takebe N. Blood-based multi-cancer detection: A state-of-the-art update. Curr Probl Cancer 2024; 48:101059. [PMID: 38181630 DOI: 10.1016/j.currproblcancer.2023.101059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 12/12/2023] [Accepted: 12/26/2023] [Indexed: 01/07/2024]
Abstract
The early detection of cancer is a key goal of the National Cancer Plan formally released by the National Institutes of Health's (NIH) National Cancer Institute (NCI) in April 2023. To support this effort, many laboratories and vendors are developing multi-cancer detection (MCD) assays that interrogate blood and other bodily fluids for cancer-related biomarkers, most commonly circulating tumor DNA (ctDNA). While this approach holds promise for non-invasively detecting early signals of multiple different cancers and potentially reducing cancer-related mortality, there is a dearth of prospective clinical data to inform the deployment of MCD assays for cancer screening in the general adult population. In this review we highlight differing technologies that underpin various MCD assays in clinical development, the importance of achieving adequate performance specifications for MCD assays, ongoing clinical studies investigating the utility of MCD assays in cancer screening and detection, and efforts by the NCI's Division of Cancer Prevention (DCP) to establish a network infrastructure that has the capacity to comprehensively address the scientific and logistical challenges of evaluating blood-based MCD approaches and other cancer screening tools.
Collapse
Affiliation(s)
- Maria Farooq
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Elyse Leevan
- Division of Cancer Prevention, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jibran Ahmed
- Developmental Therapeutics Clinic, Early Phase Clinical Trials Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Brian Ko
- Developmental Therapeutics Clinic, Early Phase Clinical Trials Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Sarah Shin
- Developmental Therapeutics Clinic, Early Phase Clinical Trials Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Andre De Souza
- Developmental Therapeutics Clinic, Early Phase Clinical Trials Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Naoko Takebe
- Developmental Therapeutics Clinic, Early Phase Clinical Trials Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
| |
Collapse
|
18
|
Derraz B, Breda G, Kaempf C, Baenke F, Cotte F, Reiche K, Köhl U, Kather JN, Eskenazy D, Gilbert S. New regulatory thinking is needed for AI-based personalised drug and cell therapies in precision oncology. NPJ Precis Oncol 2024; 8:23. [PMID: 38291217 PMCID: PMC10828509 DOI: 10.1038/s41698-024-00517-w] [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: 08/18/2023] [Accepted: 01/06/2024] [Indexed: 02/01/2024] Open
Abstract
Until recently the application of artificial intelligence (AI) in precision oncology was confined to activities in drug development and had limited impact on the personalisation of therapy. Now, a number of approaches have been proposed for the personalisation of drug and cell therapies with AI applied to therapy design, planning and delivery at the patient's bedside. Some drug and cell-based therapies are already tuneable to the individual to optimise efficacy, to reduce toxicity, to adapt the dosing regime, to design combination therapy approaches and, preclinically, even to personalise the receptor design of cell therapies. Developments in AI-based healthcare are accelerating through the adoption of foundation models, and generalist medical AI models have been proposed. The application of these approaches in therapy design is already being explored and realistic short-term advances include the application to the personalised design and delivery of drugs and cell therapies. With this pace of development, the limiting step to adoption will likely be the capacity and appropriateness of regulatory frameworks. This article explores emerging concepts and new ideas for the regulation of AI-enabled personalised cancer therapies in the context of existing and in development governance frameworks.
Collapse
Affiliation(s)
- Bouchra Derraz
- ProductLife Group, Paris, France
- Groupe de recherche et d'accueil en droit et économie de la santé (GRADES), Faculty of Pharmacy, University Paris-Saclay, Paris, France
| | | | - Christoph Kaempf
- Fraunhofer Institute for Cell Therapy and Immunology, Leipzig, Germany
| | - Franziska Baenke
- Carl Gustav Carus University Hospital Dresden, Dresden University of Technology, Dresden, Germany
| | - Fabienne Cotte
- Department of Emergency Medicine, University Clinic Marburg, Philipps-University, Marburg, Germany
| | - Kristin Reiche
- Fraunhofer Institute for Cell Therapy and Immunology, Leipzig, Germany
- Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI), Dresden/Leipzig, Germany
- Institute of Clinical Immunology, University Leipzig, Leipzig, Germany
| | - Ulrike Köhl
- Fraunhofer Institute for Cell Therapy and Immunology, Leipzig, Germany
- Institute of Clinical Immunology, University Leipzig, Leipzig, Germany
| | - Jakob Nikolas Kather
- Carl Gustav Carus University Hospital Dresden, Dresden University of Technology, Dresden, Germany
- Else Kröner Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany
| | - Deborah Eskenazy
- Groupe de recherche et d'accueil en droit et économie de la santé (GRADES), Faculty of Pharmacy, University Paris-Saclay, Paris, France
| | - Stephen Gilbert
- Carl Gustav Carus University Hospital Dresden, Dresden University of Technology, Dresden, Germany.
- Else Kröner Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany.
| |
Collapse
|
19
|
Micalizzi DS, Sequist LV, Haber DA. Deploying blood-based cancer screening. Science 2024; 383:368-370. [PMID: 38271495 DOI: 10.1126/science.adk1213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
AI-based risk assessment may enable personalized blood-based multicancer screening.
Collapse
Affiliation(s)
- Douglas S Micalizzi
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA, USA
- Department of Medicine and Massachusetts General Hospital Cancer Center, Harvard Medical, School, Boston, MA, USA
| | - Lecia V Sequist
- Department of Medicine and Massachusetts General Hospital Cancer Center, Harvard Medical, School, Boston, MA, USA
| | - Daniel A Haber
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA, USA
- Department of Medicine and Massachusetts General Hospital Cancer Center, Harvard Medical, School, Boston, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| |
Collapse
|
20
|
Sacdalan DB, Ul Haq S, Lok BH. Plasma Cell-Free Tumor Methylome as a Biomarker in Solid Tumors: Biology and Applications. Curr Oncol 2024; 31:482-500. [PMID: 38248118 PMCID: PMC10814449 DOI: 10.3390/curroncol31010033] [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: 11/24/2023] [Revised: 12/30/2023] [Accepted: 01/10/2024] [Indexed: 01/23/2024] Open
Abstract
DNA methylation is a fundamental mechanism of epigenetic control in cells and its dysregulation is strongly implicated in cancer development. Cancers possess an extensively hypomethylated genome with focal regions of hypermethylation at CPG islands. Due to the highly conserved nature of cancer-specific methylation, its detection in cell-free DNA in plasma using liquid biopsies constitutes an area of interest in biomarker research. The advent of next-generation sequencing and newer computational technologies have allowed for the development of diagnostic and prognostic biomarkers that utilize methylation profiling to diagnose disease and stratify risk. Methylome-based predictive biomarkers can determine the response to anti-cancer therapy. An additional emerging application of these biomarkers is in minimal residual disease monitoring. Several key challenges need to be addressed before cfDNA-based methylation biomarkers become fully integrated into practice. The first relates to the biology and stability of cfDNA. The second concerns the clinical validity and generalizability of methylation-based assays, many of which are cancer type-specific. The third involves their practicability, which is a stumbling block for translating technologies from bench to clinic. Future work on developing pan-cancer assays with their respective validities confirmed using well-designed, prospective clinical trials is crucial in pushing for the greater use of these tools in oncology.
Collapse
Affiliation(s)
- Danielle Benedict Sacdalan
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, 1 King’s College Circle, Medical Sciences Building, Room 2374, Toronto, ON M5S 1A8, Canada
- Radiation Medicine Program, Princess Margaret Cancer Centre, 610 University Ave, Toronto, ON M5G 2C4, Canada
| | - Sami Ul Haq
- Radiation Medicine Program, Princess Margaret Cancer Centre, 610 University Ave, Toronto, ON M5G 2C4, Canada
- Schulich School of Medicine & Dentistry, Western University, 1151 Richmond St, London, ON N6A 5C1, Canada
| | - Benjamin H. Lok
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, 1 King’s College Circle, Medical Sciences Building, Room 2374, Toronto, ON M5S 1A8, Canada
- Radiation Medicine Program, Princess Margaret Cancer Centre, 610 University Ave, Toronto, ON M5G 2C4, Canada
- Department of Medical Biophysics, Temerty Faculty of Medicine, University of Toronto, 101 College Street, Room 15-701, Toronto, ON M5G 1L7, Canada
| |
Collapse
|
21
|
Hoare M, Fitzgerald RC. What is the current status of multicancer early detection tests and upper gastrointestinal cancer? Lancet Gastroenterol Hepatol 2023; 8:1065-1066. [PMID: 37657459 DOI: 10.1016/s2468-1253(23)00249-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 07/27/2023] [Indexed: 09/03/2023]
Affiliation(s)
- Matt Hoare
- Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge CB2 0X2, UK; Department of Hepatology, Cambridge University Hospitals NHS, Cambridge, UK
| | - Rebecca C Fitzgerald
- Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge CB2 0X2, UK; Department of Gastroenterology, Cambridge University Hospitals NHS, Cambridge, UK.
| |
Collapse
|
22
|
Post C, Braun TP, Etzioni R, Nabavizadeh N. Multicancer Early Detection Tests: An Overview of Early Results From Prospective Clinical Studies and Opportunities for Oncologists. JCO Oncol Pract 2023; 19:1111-1115. [PMID: 37851937 DOI: 10.1200/op.23.00260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 08/18/2023] [Accepted: 09/11/2023] [Indexed: 10/20/2023] Open
Abstract
A multitude of blood-based multicancer early detection (MCED) tests assessing cancer-related alterations in circulating genomic analytes and other associated signatures are currently being developed with the potential to disrupt current single-organ screening paradigms. Pathways for clinical implementation of these novel MCED tests have not been delineated, particularly for the patients with signal positive results requiring additional confirmatory testing. In this overview, we highlight early results from prospective clinical studies testing the efficacy of genomic MCED tests in cohorts of patients without known cancer diagnoses. Additionally, we discuss a proposed professional expansion of the oncology practice relating to the diagnostic workup of individuals found to have an MCED signal positive for cancer. As MCED blood tests have the potential to dramatically upend current cancer screening paradigms and downstream cancer therapy, it is imperative for oncologists to be aware of important clinical studies and the multitude of unanswered questions. The current gaps in the clinical implication of these tests may serve as a meaningful and rewarding expansion of oncology practice.
Collapse
Affiliation(s)
- Carl Post
- Department of Radiation Medicine, Oregon Health & Science University, Portland, OR
| | - Theodore P Braun
- Division of Hematology & Medical Oncology, Oregon Health & Science University, Portland, OR
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Ruth Etzioni
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, Portland, OR
- Program in Biostatistics, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Nima Nabavizadeh
- Department of Radiation Medicine, Oregon Health & Science University, Portland, OR
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| |
Collapse
|
23
|
Evans I, Reisel D, Jones A, Bajrami A, Nijjar S, Solangon SA, Arora R, Redl E, Schreiberhuber L, Ishaq-Parveen I, Rothärmel J, Herzog C, Jurkovic D, Widschwendter M. Performance of the WID-qEC test versus sonography to detect uterine cancers in women with abnormal uterine bleeding (EPI-SURE): a prospective, consecutive observational cohort study in the UK. Lancet Oncol 2023; 24:1375-1386. [PMID: 37944542 DOI: 10.1016/s1470-2045(23)00466-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 09/12/2023] [Accepted: 09/14/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND To detect uterine cancer, simpler and more specific index tests are needed to triage women with abnormal uterine bleeding to a reference histology test. We aimed to compare the performance of conventional index imaging tests with the novel WID-qEC DNA methylation test in terms of detecting the presence or absence of uterine cancers in women with abnormal uterine bleeding. METHODS EPI-SURE was a prospective, observational study that invited all women aged 45 years and older with abnormal uterine bleeding attending a tertiary gynaecological diagnostic referral centre at University College London Hospital (London, UK) to participate. Women meeting these inclusion criteria who consented to participate were included. Pregnant women and those with previous hysterectomy were excluded. A cervicovaginal sample for the WID-qEC test was obtained before standard assessment using index imaging tests (ie, ultrasound) and, where applicable, reference histology (ie, biopsy, hysteroscopy, or both) was performed. Technicians performing the WID-qEC test were masked to the final clinical outcome. The result of the WID-qEC test is defined as the sum of the percentage of fully methylated reference (ΣPMR) of the ZSCAN12 and GYPC regions. Patients were followed until diagnostic resolution or until June 12, 2023. The primary outcome was to assess the real-world performance of the WID-qEC test in comparison with ultrasound with regard to the area under the receiver-operating-characteristic curve (AUC), sensitivity, specificity, and positive and negative predictive values. EPI-SURE is registered with ISRCTN (16815568). FINDINGS From June 1, 2022, to Nov 24, 2022, 474 women were deemed eligible to participate. 74 did not accept the invitation to participate, and one woman withdrew after providing consent. 399 women were included in the primary analysis cohort. Based on 603 index imaging tests, 186 (47%) women were recommended for a reference histology test (ie, biopsy, hysteroscopy, or both). 12 women were diagnosed with cancer, 375 were not diagnosed with cancer, and 12 had inconclusive clinical outcomes and were considered study dropouts. 198 reference histology test procedures detected nine cases of cancer and missed two; one further cancer was directly diagnosed at hysterectomy without a previous reference test. The AUC for detection of uterine cancer based on endometrial thickness in mm was 87·2% (95% CI 71·1-100·0) versus 94·3% (84·7-100·0) based on WID-qEC (p=0·48). Endometrial thickness assessment on ultrasound scan was possible in 379 (95%) of the 399 women and a prespecified cut-off of 4·5 mm or more showed a sensitivity of 90·9% (95% CI 62·3-98·4), a specificity of 79·1% (74·5-82·9), a positive predictive value of 11·8% (6·5-20·3), and a negative predictive value of 99·6% (98·0-99·9). The WID-qEC test was possible in 390 (98%) of the 399 patients with a sensitivity of 90·9% (95% CI 62·3-98·4), a specificity of 92·1% (88·9-94·4), a positive predictive value of 25·6% (14·6-41·1), and a negative predictive value of 99·7% (98·3-99·9), when the prespecified threshold of 0·03 ΣPMR or more was applied. When a higher threshold (≥0·3 ΣPMR) was applied the specificity increased to 97·3% (95% CI 95·1-98·5) without a change in sensitivity. INTERPRETATION The WID-qEC test delivers fast results and shows improved performance compared with a combination of imaging index tests. Triage of women with abnormal uterine bleeding using the WID-qEC test could reduce the number of women requiring histological assessments for identification of potential malignancy and specifically reduce the false positive rate. FUNDING The Eve Appeal, Land Tirol, and the European Research Council under the European Union's Horizon 2020 Research and Innovation Programme.
Collapse
Affiliation(s)
- Iona Evans
- Department of Women's Cancer, EGA Institute for Women's Health, Faculty of Population Health Sciences, University College London, London, UK
| | - Daniel Reisel
- Department of Women's Cancer, EGA Institute for Women's Health, Faculty of Population Health Sciences, University College London, London, UK
| | - Allison Jones
- Department of Women's Cancer, EGA Institute for Women's Health, Faculty of Population Health Sciences, University College London, London, UK
| | - Alba Bajrami
- Department of Reproductive Health, EGA Institute for Women's Health, Faculty of Population Health Sciences, University College London, London, UK
| | - Simrit Nijjar
- Department of Reproductive Health, EGA Institute for Women's Health, Faculty of Population Health Sciences, University College London, London, UK
| | - Sarah Annie Solangon
- Department of Reproductive Health, EGA Institute for Women's Health, Faculty of Population Health Sciences, University College London, London, UK
| | - Rupali Arora
- Department of Cellular Pathology, University College London Hospitals NHS Foundation Trust, London, UK
| | - Elisa Redl
- European Translational Oncology Prevention and Screening Institute, University of Innsbruck, Tirol, Austria; Research Institute for Biomedical Aging Research, University of Innsbruck, Innsbruck, Austria
| | - Lena Schreiberhuber
- European Translational Oncology Prevention and Screening Institute, University of Innsbruck, Tirol, Austria; Research Institute for Biomedical Aging Research, University of Innsbruck, Innsbruck, Austria
| | - Isma Ishaq-Parveen
- European Translational Oncology Prevention and Screening Institute, University of Innsbruck, Tirol, Austria
| | - Julia Rothärmel
- European Translational Oncology Prevention and Screening Institute, University of Innsbruck, Tirol, Austria
| | - Chiara Herzog
- European Translational Oncology Prevention and Screening Institute, University of Innsbruck, Tirol, Austria; Research Institute for Biomedical Aging Research, University of Innsbruck, Innsbruck, Austria
| | - Davor Jurkovic
- Department of Reproductive Health, EGA Institute for Women's Health, Faculty of Population Health Sciences, University College London, London, UK
| | - Martin Widschwendter
- Department of Women's Cancer, EGA Institute for Women's Health, Faculty of Population Health Sciences, University College London, London, UK; European Translational Oncology Prevention and Screening Institute, University of Innsbruck, Tirol, Austria; Research Institute for Biomedical Aging Research, University of Innsbruck, Innsbruck, Austria; Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden; Department of Gynaecology and Obstetrics, Tirol Kliniken, Tirol, Austria.
| |
Collapse
|
24
|
Johnston AJ, Sivakumar S, Zhou Y, Funston G, Bradley SH. Improving early diagnosis of pancreatic cancer in symptomatic patients. Br J Gen Pract 2023; 73:534-535. [PMID: 38035808 PMCID: PMC10688932 DOI: 10.3399/bjgp23x735585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2023] Open
Affiliation(s)
| | - Shivan Sivakumar
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham
| | - Yin Zhou
- National Institute for Health and Care Research (NIHR) Academic Clinical Lecturer, Wolfson Institute of Population Health, Queen Mary University of London, London
| | - Garth Funston
- Wolfson Institute of Population Health, Queen Mary University of London, London
| | - Stephen H Bradley
- NIHR Academic Clinical Lecturer, Leeds Institute of Health Sciences, University of Leeds, Leeds
| |
Collapse
|
25
|
Zakkak N, Lyratzopoulos G, Barclay M. Stage-specific risk of colon and rectal cancer in patients presenting with rectal bleeding or change in bowel habit in primary care: A population-based cohort study. Cancer Epidemiol 2023; 87:102484. [PMID: 37948886 DOI: 10.1016/j.canep.2023.102484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 10/05/2023] [Accepted: 10/31/2023] [Indexed: 11/12/2023]
Abstract
INTRODUCTION Rectal bleeding and change in bowel habit are red-flag symptoms for colon and rectal cancer but how they relate to advanced stage disease is not adequately understood. METHODS We analysed primary care electronic health records data on patients aged 30-99 years. Using logistic regression, we first examined the risk of colon and rectal cancer within 12 months in patients presenting with change in bowel habit and rectal bleeding, and then the risk of advanced stage at diagnosis within cancer cases. We combined the results to estimate risk of advanced stage colon and rectal cancers at diagnosis. RESULTS For both symptoms and sexes, risk of cancer (overall and by stage) increased with increasing age. We illustrate the findings for persons at the highest age-specific observed risk (typically aged around 80). In men, change in bowel habit (CIBH) and rectal bleeding were associated with different risk of advanced stage colon and rectal cancers (e.g., for colon, CIBH = 2.7% (95% CI 2.2-3.1) and rectal bleeding = 1.7% (95% CI 1.4-2.0)), but without evidence of risk difference between the two symptoms for non-advanced disease. The opposite pattern was apparent in women, with both symptoms associated with similar risk of advanced disease, but different risk of non-advanced colon and rectal cancers (e.g., for colon, CIBH = 1.0% (95% CI 0.8-1.3) and rectal bleeding = 1.3% (95% CI 1.1-1.6)). DISCUSSION Change in bowel habit and rectal bleeding have different age-specific associations with advanced stage disease, which vary by sex. A substantial proportion of cases is diagnosed at non-advanced stage, supporting the need for prompt diagnostic assessment of patients who present with those symptoms, taking into account the age-specific nature of risks.
Collapse
Affiliation(s)
- N Zakkak
- Epidemiology of Cancer Healthcare and Outcomes Group, Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London, London, United Kingdom.
| | - G Lyratzopoulos
- Epidemiology of Cancer Healthcare and Outcomes Group, Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London, London, United Kingdom
| | - M Barclay
- Epidemiology of Cancer Healthcare and Outcomes Group, Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London, London, United Kingdom
| |
Collapse
|
26
|
Zhang X, Liang B, Huang Y, Meng H, Li Z, Du J, Zhou L, Zhong Y, Wang B, Lin X, Yu G, Chen X, Lu W, Chen Z, Yang X, Huang Z. Behind the Indolent Facade: Uncovering the Molecular Features and Malignancy Potential in Lung Minimally Invasive Adenocarcinoma by Single-Cell Transcriptomics. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2303753. [PMID: 37991139 PMCID: PMC10754125 DOI: 10.1002/advs.202303753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 10/28/2023] [Indexed: 11/23/2023]
Abstract
The increased use of low-dose computed tomography screening has led to more frequent detection of early stage lung tumors, including minimally invasive adenocarcinoma (MIA). To unravel the intricacies of tumor cells and the immune microenvironment in MIA, this study performs a comprehensive single-cell transcriptomic analysis and profiles the transcriptomes of 156,447 cells from fresh paired MIA and invasive adenocarcinoma (IA) tumor samples, peripheral blood mononuclear cells, and adjacent normal tissue samples from three patients with synchronous multiple primary lung adenocarcinoma. This study highlights a connection and heterogeneity between the tumor ecosystem of MIA and IA. MIA tumor cells exhibited high expression of aquaporin-1 and angiotensin II receptor type 2 and a basal-like molecular character. Furthermore, it identifies that cathepsin B+ tumor-associated macrophages may over-activate CD8+ T cells in MIA, leading to an enrichment of granzyme K+ senescent CD8+ T cells, indicating the possibility of malignant progression behind the indolent appearance of MIA. These findings are further validated in 34 MIA and 35 IA samples by multiplexed immunofluorescence. These findings provide valuable insights into the mechanisms that maintain the indolent nature and prompt tumor progression of MIA and can be used to develop more effective therapeutic targets and strategies for MIA patients.
Collapse
Affiliation(s)
- Xin Zhang
- Department of Thoracic SurgeryThe First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory HealthGuangzhou510140China
| | - Boxuan Liang
- NMPA Key Laboratory for Safety Evaluation of CosmeticsGuangdong Provincial Key Laboratory of Tropical Disease ResearchSchool of Public HealthSouthern Medical UniversityGuangzhou510515China
| | - Yuji Huang
- NMPA Key Laboratory for Safety Evaluation of CosmeticsGuangdong Provincial Key Laboratory of Tropical Disease ResearchSchool of Public HealthSouthern Medical UniversityGuangzhou510515China
| | - Hao Meng
- NMPA Key Laboratory for Safety Evaluation of CosmeticsGuangdong Provincial Key Laboratory of Tropical Disease ResearchSchool of Public HealthSouthern Medical UniversityGuangzhou510515China
| | - Zhiming Li
- NMPA Key Laboratory for Safety Evaluation of CosmeticsGuangdong Provincial Key Laboratory of Tropical Disease ResearchSchool of Public HealthSouthern Medical UniversityGuangzhou510515China
| | - Jiaxin Du
- NMPA Key Laboratory for Safety Evaluation of CosmeticsGuangdong Provincial Key Laboratory of Tropical Disease ResearchSchool of Public HealthSouthern Medical UniversityGuangzhou510515China
| | - Lang Zhou
- Department of BioinformaticsSchool of Basic Medical SciencesSouthern Medical UniversityGuangzhou510515China
| | - Yizhou Zhong
- NMPA Key Laboratory for Safety Evaluation of CosmeticsGuangdong Provincial Key Laboratory of Tropical Disease ResearchSchool of Public HealthSouthern Medical UniversityGuangzhou510515China
| | - Bo Wang
- NMPA Key Laboratory for Safety Evaluation of CosmeticsGuangdong Provincial Key Laboratory of Tropical Disease ResearchSchool of Public HealthSouthern Medical UniversityGuangzhou510515China
| | - Xi Lin
- NMPA Key Laboratory for Safety Evaluation of CosmeticsGuangdong Provincial Key Laboratory of Tropical Disease ResearchSchool of Public HealthSouthern Medical UniversityGuangzhou510515China
| | - Guangchuang Yu
- Department of BioinformaticsSchool of Basic Medical SciencesSouthern Medical UniversityGuangzhou510515China
| | - Xuewei Chen
- Department of Thoracic SurgeryThe First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory HealthGuangzhou510140China
| | - Weixiang Lu
- Department of Thoracic SurgeryThe First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory HealthGuangzhou510140China
| | - Zhe‐Sheng Chen
- College of Pharmacy and Health SciencesSt. John's UniversityQueensNY11439USA
| | - Xingfen Yang
- NMPA Key Laboratory for Safety Evaluation of CosmeticsGuangdong Provincial Key Laboratory of Tropical Disease ResearchSchool of Public HealthSouthern Medical UniversityGuangzhou510515China
| | - Zhenlie Huang
- NMPA Key Laboratory for Safety Evaluation of CosmeticsGuangdong Provincial Key Laboratory of Tropical Disease ResearchSchool of Public HealthSouthern Medical UniversityGuangzhou510515China
| |
Collapse
|
27
|
Chambers CV, Leach WT, Davis K, Myers RE. Primary Care Provider Receptivity to Multi-Cancer Early Detection Test Use in Cancer Screening. J Pers Med 2023; 13:1673. [PMID: 38138900 PMCID: PMC10744993 DOI: 10.3390/jpm13121673] [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: 10/26/2023] [Revised: 11/22/2023] [Accepted: 11/26/2023] [Indexed: 12/24/2023] Open
Abstract
Multi-cancer early detection tests (MCEDs) are blood-based tests that detect biomarkers released or induced by cancer cells. If MCED tests are shown to be safe and effective in cancer screening, they are likely to be ordered and managed in primary care. To understand primary care providers' support for and concerns about the implementation and management of MCED testing, the research team developed a cross-sectional survey that was sent to 939 primary care providers (physicians, residents/fellows, and advanced practice providers) in a large academic health system in the greater Philadelphia area. The survey included standard items used to assess provider background characteristics and to measure provider awareness of challenges related to MCED test use (7 items), perceived competence in MCED testing (5 items), and receptivity to MCED test use in the future (4 items). A total of 351 (37.4%) primary care providers completed the survey. Among respondents, the awareness of challenges in MCED testing (mean = 3.95, sd = 0.64), perceived competence (3.67, sd = 0.85), and receptivity to MCED use in practice (mean = 3.62, 0.75) were moderately high. Multiple regression was performed to identify factors associated with receptivity to MCED testing. We found that provider number of years in practice (DATA), awareness of challenges related to MCED testing (DATA), and perceived competence in MCED test use (DATA) were positively and significantly associated with receptivity to MCED test use in practice. An exploratory factor analysis extracted two components: receptivity to MCEDs and awareness of challenges. Surprisingly, these factors had a positive correlation (r = 0.124, p = 0.024). Providers' perceived competence in using MCED tests and providers' experience level were significantly associated with receptivity to MCED testing. While there was strong agreement with potential challenges to implementing MCEDs, PCPs were generally receptive to using MCEDs in cancer screening. Keeping PCPs updated on the evolving knowledge of MCEDs is likely critical to building receptivity to MCED testing.
Collapse
Affiliation(s)
- Christopher V. Chambers
- Department of Family and Community Medicine, Thomas Jefferson University, Philadelphia, PA 19107, USA; (W.T.L.); (K.D.)
| | - William T. Leach
- Department of Family and Community Medicine, Thomas Jefferson University, Philadelphia, PA 19107, USA; (W.T.L.); (K.D.)
| | - Kaitlyn Davis
- Department of Family and Community Medicine, Thomas Jefferson University, Philadelphia, PA 19107, USA; (W.T.L.); (K.D.)
| | - Ronald E. Myers
- Division of Population Science, Department of Medical Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA;
| |
Collapse
|
28
|
Huang Q, Mitsiades I, Dowst H, Zarrin-Khameh N, Noor AB, Castro P, Scheurer ME, Godoy G, Mims MP, Mitsiades N. Incidental detection of FGFR3 fusion via liquid biopsy leading to earlier diagnosis of urothelial carcinoma. NPJ Precis Oncol 2023; 7:123. [PMID: 37980380 PMCID: PMC10657397 DOI: 10.1038/s41698-023-00467-9] [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: 03/15/2023] [Accepted: 10/13/2023] [Indexed: 11/20/2023] Open
Abstract
The rising utilization of circulating tumor DNA (ctDNA) assays in Precision Oncology may incidentally detect genetic material from secondary sources. It is important that such findings are recognized and properly leveraged for both diagnosis and monitoring of response to treatment. Here, we report a patient in whom serial cell-free DNA (cfDNA) monitoring for his known prostate adenocarcinoma uncovered the emergence of an unexpected FGFR3-TACC3 gene fusion, a BRCA1 frameshift mutation, and other molecular abnormalities. Due to the rarity of FGFR3 fusions in prostate cancer, a workup for a second primary cancer was performed, leading to the diagnosis of an otherwise-asymptomatic urothelial carcinoma (UC). Once UC-directed treatment was initiated, the presence of these genetic abnormalities in cfDNA allowed for disease monitoring and early detection of resistance, well before radiographic progression. These findings also uncovered opportunities for targeted therapies against FGFR and BRCA1. Overall, this report highlights the multifaceted utility of longitudinal ctDNA monitoring in early cancer diagnosis, disease prognostication, therapeutic target identification, monitoring of treatment response, and early detection of emergence of resistance.
Collapse
Affiliation(s)
- Quillan Huang
- Dept. of Medicine, Baylor College of Medicine, Houston, TX, 77030, USA
- Ben Taub General Hospital, Harris Health System, Houston, TX, 77030, USA
- Dan L Duncan Comprehensive Cancer Center, Houston, TX, 77030, USA
| | - Irene Mitsiades
- Harvard Medical School, Boston, MA, 02115, USA
- Boston University School of Arts and Sciences, Boston, MA, 02215, USA
| | - Heidi Dowst
- Dan L Duncan Comprehensive Cancer Center, Houston, TX, 77030, USA
| | - Neda Zarrin-Khameh
- Ben Taub General Hospital, Harris Health System, Houston, TX, 77030, USA
- Dan L Duncan Comprehensive Cancer Center, Houston, TX, 77030, USA
- Dept. of Pathology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Attiya Batool Noor
- Ben Taub General Hospital, Harris Health System, Houston, TX, 77030, USA
| | - Patricia Castro
- Dan L Duncan Comprehensive Cancer Center, Houston, TX, 77030, USA
- Dept. of Pathology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Michael E Scheurer
- Dan L Duncan Comprehensive Cancer Center, Houston, TX, 77030, USA
- Dept. of Pediatrics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Guilherme Godoy
- Ben Taub General Hospital, Harris Health System, Houston, TX, 77030, USA
- Dan L Duncan Comprehensive Cancer Center, Houston, TX, 77030, USA
- Dept. of Urology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Martha P Mims
- Dept. of Medicine, Baylor College of Medicine, Houston, TX, 77030, USA
- Ben Taub General Hospital, Harris Health System, Houston, TX, 77030, USA
- Dan L Duncan Comprehensive Cancer Center, Houston, TX, 77030, USA
| | - Nicholas Mitsiades
- Department of Internal Medicine, UC Davis Comprehensive Cancer Center, Sacramento, CA, 95817, USA.
| |
Collapse
|
29
|
Cameron JM, Sala A, Antoniou G, Brennan PM, Butler HJ, Conn JJA, Connal S, Curran T, Hegarty MG, McHardy RG, Orringer D, Palmer DS, Smith BR, Baker MJ. A spectroscopic liquid biopsy for the earlier detection of multiple cancer types. Br J Cancer 2023; 129:1658-1666. [PMID: 37717120 PMCID: PMC10645969 DOI: 10.1038/s41416-023-02423-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 08/24/2023] [Accepted: 08/31/2023] [Indexed: 09/18/2023] Open
Abstract
BACKGROUND A rapid, low-cost blood test that can be applied to reliably detect multiple different cancer types would be transformational. METHODS In this large-scale discovery study (n = 2092 patients) we applied the Dxcover® Cancer Liquid Biopsy to examine eight different cancers. The test uses Fourier transform infrared (FTIR) spectroscopy and machine-learning algorithms to detect cancer. RESULTS Area under the receiver operating characteristic curve (ROC) values were calculated for eight cancer types versus symptomatic non-cancer controls: brain (0.90), breast (0.76), colorectal (0.91), kidney (0.91), lung (0.91), ovarian (0.86), pancreatic (0.84) and prostate (0.86). We assessed the test performance when all eight cancer types were pooled to classify 'any cancer' against non-cancer patients. The cancer versus asymptomatic non-cancer classification detected 64% of Stage I cancers when specificity was 99% (overall sensitivity 57%). When tuned for higher sensitivity, this model identified 99% of Stage I cancers (with specificity 59%). CONCLUSIONS This spectroscopic blood test can effectively detect early-stage disease and can be fine-tuned to maximise either sensitivity or specificity depending on the requirements from different healthcare systems and cancer diagnostic pathways. This low-cost strategy could facilitate the requisite earlier diagnosis, when cancer treatment can be more effective, or less toxic. STATEMENT OF TRANSLATIONAL RELEVANCE The earlier diagnosis of cancer is of paramount importance to improve patient survival. Current liquid biopsies are mainly focused on single tumour-derived biomarkers, which limits test sensitivity, especially for early-stage cancers that do not shed enough genetic material. This pan-omic liquid biopsy analyses the full complement of tumour and immune-derived markers present within blood derivatives and could facilitate the earlier detection of multiple cancer types. There is a low barrier to integrating this blood test into existing diagnostic pathways since the technology is rapid, simple to use, only minute sample volumes are required, and sample preparation is minimal. In addition, the spectroscopic liquid biopsy described in this study has the potential to be combined with other orthogonal tests, such as cell-free DNA, which could provide an efficient route to diagnosis. Cancer treatment can be more effective when given earlier, and this low-cost strategy has the potential to improve patient prognosis.
Collapse
Affiliation(s)
- James M Cameron
- Dxcover Ltd., Royal College Building, 204 George Street, Glasgow, G1 1XW, UK
| | - Alexandra Sala
- Dxcover Ltd., Royal College Building, 204 George Street, Glasgow, G1 1XW, UK
| | - Georgios Antoniou
- Dxcover Ltd., Royal College Building, 204 George Street, Glasgow, G1 1XW, UK
| | - Paul M Brennan
- Translational Neurosurgery, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH4 2XU, UK
| | - Holly J Butler
- Dxcover Ltd., Royal College Building, 204 George Street, Glasgow, G1 1XW, UK
| | - Justin J A Conn
- Dxcover Ltd., Royal College Building, 204 George Street, Glasgow, G1 1XW, UK
| | - Siobhan Connal
- Dxcover Ltd., Royal College Building, 204 George Street, Glasgow, G1 1XW, UK
- Department of Pure and Applied Chemistry, University of Strathclyde, Thomas Graham Building, 295 Cathedral Street, Glasgow, G11XL, UK
| | - Tom Curran
- Children's Mercy Research Institute, Children's Mercy Kansas City, 2401 Gillham Rd, Kansas City, 64108, MO, USA
| | - Mark G Hegarty
- Dxcover Ltd., Royal College Building, 204 George Street, Glasgow, G1 1XW, UK
| | - Rose G McHardy
- Dxcover Ltd., Royal College Building, 204 George Street, Glasgow, G1 1XW, UK
- Translational Neurosurgery, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH4 2XU, UK
| | - Daniel Orringer
- Department of Neurosurgery, New York University Grossman School of Medicine, New York, NY, 10018, USA
| | - David S Palmer
- Dxcover Ltd., Royal College Building, 204 George Street, Glasgow, G1 1XW, UK
- Translational Neurosurgery, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, EH4 2XU, UK
| | - Benjamin R Smith
- Dxcover Ltd., Royal College Building, 204 George Street, Glasgow, G1 1XW, UK
| | - Matthew J Baker
- Dxcover Ltd., Royal College Building, 204 George Street, Glasgow, G1 1XW, UK.
- School of Medicine, Faculty of Clinical and Biomedical Sciences, University of Central Lancashire, Preston, PR1 2HE, UK.
| |
Collapse
|
30
|
Schrag D, Beer TM, McDonnell CH, Nadauld L, Dilaveri CA, Reid R, Marinac CR, Chung KC, Lopatin M, Fung ET, Klein EA. Blood-based tests for multicancer early detection (PATHFINDER): a prospective cohort study. Lancet 2023; 402:1251-1260. [PMID: 37805216 PMCID: PMC11027492 DOI: 10.1016/s0140-6736(23)01700-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 07/29/2023] [Accepted: 08/11/2023] [Indexed: 10/09/2023]
Abstract
BACKGROUND Multicancer early detection (MCED) blood tests can detect a cancer signal from circulating cell-free DNA (cfDNA). PATHFINDER was a prospective cohort study investigating the feasibility of MCED testing for cancer screening. METHODS In this prospective cohort study done in oncology and primary care outpatient clinics at seven US health networks, a convenience sample of adults aged 50 years or older without signs or symptoms of cancer consented to MCED testing. We collected blood, analysed cfDNA, and returned results to participants' doctors. If a methylation signature indicative of cancer was detected, predicted cancer signal origin(s) informed diagnostic assessment. The primary outcome was time to, and extent of, diagnostic testing required to confirm the presence or absence of cancer. This trial is registered at ClinicalTrials.gov, NCT04241796, and is completed. FINDINGS Between Dec 12, 2019, and Dec 4, 2020, we recruited 6662 participants. 4204 (63·5%) of 6621 participants with analysable results were women, 2417 (36·5%) were men, and 6071 (91·7%) were White. A cancer signal was detected in 92 (1·4%) of 6621 participants with analysable results. 35 (38%) participants were diagnosed with cancer (true positives) and 57 (62%) had no cancer diagnosis (false positives). Excluding two participants whose diagnostic assessments began before MCED test results were reported, median time to diagnostic resolution was 79 days (IQR 37-219): 57 days (33-143) in true-positive and 162 days (44-248) in false-positive participants. Most participants had both laboratory tests (26 [79%] of 33 with true-positive results and 50 [88%] of 57 with false-positive results) and imaging (30 [91%] of 33 with true-positive results and 53 [93%] of 57 with false-positive results). Fewer procedures were done in participants with false-positive results (17 [30%] of 57) than true-positive results (27 [82%] of 33) and few had surgery (one with a false-positive result and three with a true-positive result). INTERPRETATION This study supports the feasibility of MCED screening for cancer and underscores the need for further research investigating the test's clinical utility. FUNDING GRAIL.
Collapse
Affiliation(s)
- Deb Schrag
- Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | | | | | | | | | - Robert Reid
- US Oncology Research, VA Cancer Specialists, Fairfax, VA, USA
| | | | | | | | | | | |
Collapse
|
31
|
Lee R, Robbins HA. PATHFINDER: another step on the uncharted path to multicancer screening. Lancet 2023; 402:1213-1215. [PMID: 37805199 DOI: 10.1016/s0140-6736(23)02050-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 09/21/2023] [Indexed: 10/09/2023]
Affiliation(s)
- Richard Lee
- Early Diagnosis and Detection Centre, the National Institute for Health and Care Research Biomedical Research Centre at the Royal Marsden and Institute of Cancer Research, London SW3 6JJ, UK.
| | - Hilary A Robbins
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| |
Collapse
|
32
|
Crockett C, Simões R. OncoFlash - Research Updates in a Flash! (October edition). Clin Oncol (R Coll Radiol) 2023; 35:627-629. [PMID: 37679018 DOI: 10.1016/j.clon.2023.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
Affiliation(s)
- C Crockett
- Northern Ireland Cancer Centre, Belfast, United Kingdom.
| | - R Simões
- University College London Hospitals NHS Foundation Trust, London, United Kingdom; The Royal Marsden Hospital NHS Foundation Trust, London, United Kingdom; The Institute of Cancer Research, London, United Kingdom; Radiotherapy Trials Quality Assurance (RTTQA) Group, Northwood, United Kingdom
| |
Collapse
|
33
|
Globus O, Sagie S, Lavine N, Barchana DI, Urban D. Early death after a diagnosis of metastatic solid cancer-raising awareness and identifying risk factors from the SEER database. PLoS One 2023; 18:e0281561. [PMID: 37751439 PMCID: PMC10522015 DOI: 10.1371/journal.pone.0281561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 09/08/2023] [Indexed: 09/28/2023] Open
Abstract
BACKGROUND Cancer death rates are declining, in part due to smoking cessation, better detection and new treatments; nevertheless, a large fraction of metastatic cancer patients die soon after diagnosis. Few studies and interventions focus on these patients. Our study aims to characterize early mortality in a wide range of metastatic solid tumors. METHODS We retrieved data on adult patients diagnosed with pathologically confirmed de- novo metastatic solid tumors between the years 2004-2016 from the Surveillance, Epidemiology, and End Results database (SEER). Our primary outcome was cancer specific early death rate (defined as death within two months of diagnosis). Additional data extracted included socio-demographical data, tumor primary, sites of metastases, and cause of death. RESULTS 109,207 (20.8%) patients died of de-novo metastatic cancer within two months of diagnosis. The highest rates of early death were found in hepatic (36%), pancreato-biliary (31%) and lung (25%) primaries. Factors associated with early death included primary site, liver, and brain metastases, increasing age, and lower income. Cancer was the cause of death in 92.1% of all early deaths. Two-month mortality rates have moderately improved during the study period (from 22.4% in 2004 to 18.8% in 2016). CONCLUSION A fifth of de-novo metastatic cancer patients die soon after diagnosis, with little improvement over the last decade. Further research is required to better classify and identify patients at risk for early mortality, which patients might benefit from faster diagnostic tracks, and which might avoid invasive and futile diagnostic procedures.
Collapse
Affiliation(s)
- Opher Globus
- Institute of Oncology, Sheba Medical Center, Ramat Gan, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Shira Sagie
- Institute of Oncology, Sheba Medical Center, Ramat Gan, Israel
- The Sheba Talpiot Medical Leadership Program, Israel
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Noy Lavine
- St. George’s University of London Medical Program Delivered by University of Nicosia Medical School, Nicosia, Cyprus
| | - Daniel Itshak Barchana
- St. George’s University of London Medical Program Delivered by University of Nicosia Medical School, Nicosia, Cyprus
| | - Damien Urban
- Institute of Oncology, Sheba Medical Center, Ramat Gan, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| |
Collapse
|
34
|
Medina JE, Dracopoli NC, Bach PB, Lau A, Scharpf RB, Meijer GA, Andersen CL, Velculescu VE. Cell-free DNA approaches for cancer early detection and interception. J Immunother Cancer 2023; 11:e006013. [PMID: 37696619 PMCID: PMC10496721 DOI: 10.1136/jitc-2022-006013] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/03/2023] [Indexed: 09/13/2023] Open
Abstract
Rapid advancements in the area of early cancer detection have brought us closer to achieving the goals of finding cancer early enough to treat or cure it, while avoiding harms of overdiagnosis. We evaluate progress in the development of early cancer detection tests in the context of the current principles for cancer screening. We review cell-free DNA (cfDNA)-based approaches using mutations, methylation, or fragmentomes for early cancer detection. Lastly, we discuss the challenges in demonstrating clinical utility of these tests before integration into routine clinical care.
Collapse
Affiliation(s)
- Jamie E Medina
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | | - Anna Lau
- Delfi Diagnostics Inc, Baltimore, Maryland, USA
| | - Robert B Scharpf
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | | | |
Collapse
|
35
|
Krasnyi AM, Sadekova AA, Kometova VV, Rodionov VV, Yarotskaya EL, Sukhikh GT. Methylation Profile of Small Breast Cancer Tumors Evaluated by Modified MS-HRM. Int J Mol Sci 2023; 24:12660. [PMID: 37628841 PMCID: PMC10454410 DOI: 10.3390/ijms241612660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 08/07/2023] [Accepted: 08/08/2023] [Indexed: 08/27/2023] Open
Abstract
The DNA methylation profile of breast cancer differs from that in healthy tissues and can be used as a diagnostic and prognostic biomarker. Aim of this study: To compare the levels of gene methylation in small malignant breast cancer tumors (<2 cm), in healthy tissue, and in fibroadenoma, and to evaluate the effectiveness of the modified Methylation Sensitive-High Resolution Melting (MS-HRM) method for this analysis. Analysis was performed using the modified MS-HRM method. For validation, the methylation levels of five genes were confirmed by pyrosequencing. The main study group included 96 breast cancer samples and the control group included 24 fibroadenoma samples and 24 healthy tissue samples obtained from patients with fibroadenoma. Breast cancer samples were divided into two subgroups (test set and validation set). The methylation of the following 15 genes was studied: MAST1, PRDM14, ZNF177, DNM2, SSH1, AP2M1, CACNA1E, CPEB4, DLGAP2, CCDC181, GCM2, ITPRIPL1, POM121L2, KCNQ1, and TIMP3. Significant differences in the validation set of samples were found for seven genes; the combination of the four genes GCM2, ITPRIPL1, CACNA1E, DLGAP2 (AUC = 0.99) showed the highest diagnostic value based on logistic regression for all breast cancer samples. Our modified MS-HRM method demonstrated that small breast cancer tumors have a specific DNA methylation profile that distinguishes them from healthy tissues and benign proliferative lesions.
Collapse
Affiliation(s)
- Aleksey M. Krasnyi
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov of Ministry of Healthcare of Russian Federation, 117997 Moscow, Russia
| | - Alsu A. Sadekova
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov of Ministry of Healthcare of Russian Federation, 117997 Moscow, Russia
- Research Institute of Molecular and Cellular Medicine, Peoples’ Friendship University of Russia (RUDN University), 117198 Moscow, Russia
| | - Vlada V. Kometova
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov of Ministry of Healthcare of Russian Federation, 117997 Moscow, Russia
| | - Valeriy V. Rodionov
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov of Ministry of Healthcare of Russian Federation, 117997 Moscow, Russia
| | - Ekaterina L. Yarotskaya
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov of Ministry of Healthcare of Russian Federation, 117997 Moscow, Russia
| | - Gennadiy T. Sukhikh
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov of Ministry of Healthcare of Russian Federation, 117997 Moscow, Russia
- Department of Obstetrics, Gynecology, Perinatology and Reproductology, First Moscow State Medical University Named after I.M. Sechenov, 119991 Moscow, Russia
| |
Collapse
|
36
|
Tie J. Triaging suspected cancer with a multi-cancer early detection blood test. Lancet Oncol 2023:S1470-2045(23)00288-7. [PMID: 37352874 DOI: 10.1016/s1470-2045(23)00288-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 06/12/2023] [Indexed: 06/25/2023]
Affiliation(s)
- Jeanne Tie
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia; Division of Personalised Oncology, the Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia.
| |
Collapse
|