Literature DB >> 32662719

Minimally invasive classification of paediatric solid tumours using reduced representation bisulphite sequencing of cell-free DNA: a proof-of-principle study.

Ruben Van Paemel1,2,3, Andries De Koker3,4, Charlotte Vandeputte1,3, Lieke van Zogchel5, Tim Lammens1,2,3, Geneviève Laureys1,2,3, Jo Vandesompele1,3, Gudrun Schleiermacher6,7, Mathieu Chicard6,7, Nadine Van Roy1,3, Ales Vicha8, G A M Tytgat5, Nico Callewaert3,4, Katleen De Preter1,3, Bram De Wilde1,2,3.   

Abstract

In the clinical management of paediatric solid tumours, histological examination of tumour tissue obtained by a biopsy remains the gold standard to establish a conclusive pathological diagnosis. The DNA methylation pattern of a tumour is known to correlate with the histopathological diagnosis across cancer types and is showing promise in the diagnostic workup of tumour samples. This methylation pattern can be detected in the cell-free DNA. Here, we provide proof-of-concept of histopathologic classification of paediatric tumours using cell-free reduced representation bisulphite sequencing (cf-RRBS) from retrospectively collected plasma and cerebrospinal fluid samples. We determined the correct tumour type in 49 out of 60 (81.6%) samples starting from minute amounts (less than 10 ng) of cell-free DNA. We demonstrate that the majority of misclassifications were associated with sample quality and not with the extent of disease. Our approach has the potential to help tackle some of the remaining diagnostic challenges in paediatric oncology in a cost-effective and minimally invasive manner.

Entities:  

Keywords:  DNA methylation; biomarker; cell-free DNA; diagnosis; infinium; liquid biopsy; pediatric oncology; reduced representation bisulfite sequencing

Mesh:

Substances:

Year:  2020        PMID: 32662719      PMCID: PMC7889189          DOI: 10.1080/15592294.2020.1790950

Source DB:  PubMed          Journal:  Epigenetics        ISSN: 1559-2294            Impact factor:   4.528


  34 in total

Review 1.  Position paper: Rationale for the treatment of Wilms tumour in the UMBRELLA SIOP-RTSG 2016 protocol.

Authors:  Marry M van den Heuvel-Eibrink; Janna A Hol; Kathy Pritchard-Jones; Harm van Tinteren; Rhoikos Furtwängler; Arnauld C Verschuur; Gordan M Vujanic; Ivo Leuschner; Jesper Brok; Christian Rübe; Anne M Smets; Geert O Janssens; Jan Godzinski; Gema L Ramírez-Villar; Beatriz de Camargo; Heidi Segers; Paola Collini; Manfred Gessler; Christophe Bergeron; Filippo Spreafico; Norbert Graf
Journal:  Nat Rev Urol       Date:  2017-10-31       Impact factor: 14.432

2.  Detection of Somatic Structural Variants Enables Quantification and Characterization of Circulating Tumor DNA in Children With Solid Tumors.

Authors:  Kelly Klega; Alma Imamovic-Tuco; Gavin Ha; Andrea N Clapp; Stephanie Meyer; Abigail Ward; Catherine Clinton; Anwesha Nag; Eliezer Van Allen; Elizabeth Mullen; Steven G DuBois; Katherine Janeway; Matthew Meyerson; Aaron R Thorner; Brian D Crompton
Journal:  JCO Precis Oncol       Date:  2018-07-05

3.  A reassessment of DNA-immunoprecipitation-based genomic profiling.

Authors:  Antonio Lentini; Cathrine Lagerwall; Svante Vikingsson; Heidi K Mjoseng; Karolos Douvlataniotis; Hartmut Vogt; Henrik Green; Richard R Meehan; Mikael Benson; Colm E Nestor
Journal:  Nat Methods       Date:  2018-06-25       Impact factor: 28.547

4.  New Brain Tumor Entities Emerge from Molecular Classification of CNS-PNETs.

Authors:  Dominik Sturm; Brent A Orr; Umut H Toprak; Volker Hovestadt; David T W Jones; David Capper; Martin Sill; Ivo Buchhalter; Paul A Northcott; Irina Leis; Marina Ryzhova; Christian Koelsche; Elke Pfaff; Sariah J Allen; Gnanaprakash Balasubramanian; Barbara C Worst; Kristian W Pajtler; Sebastian Brabetz; Pascal D Johann; Felix Sahm; Jüri Reimand; Alan Mackay; Diana M Carvalho; Marc Remke; Joanna J Phillips; Arie Perry; Cynthia Cowdrey; Rachid Drissi; Maryam Fouladi; Felice Giangaspero; Maria Łastowska; Wiesława Grajkowska; Wolfram Scheurlen; Torsten Pietsch; Christian Hagel; Johannes Gojo; Daniela Lötsch; Walter Berger; Irene Slavc; Christine Haberler; Anne Jouvet; Stefan Holm; Silvia Hofer; Marco Prinz; Catherine Keohane; Iris Fried; Christian Mawrin; David Scheie; Bret C Mobley; Matthew J Schniederjan; Mariarita Santi; Anna M Buccoliero; Sonika Dahiya; Christof M Kramm; André O von Bueren; Katja von Hoff; Stefan Rutkowski; Christel Herold-Mende; Michael C Frühwald; Till Milde; Martin Hasselblatt; Pieter Wesseling; Jochen Rößler; Ulrich Schüller; Martin Ebinger; Jens Schittenhelm; Stephan Frank; Rainer Grobholz; Istvan Vajtai; Volkmar Hans; Reinhard Schneppenheim; Karel Zitterbart; V Peter Collins; Eleonora Aronica; Pascale Varlet; Stephanie Puget; Christelle Dufour; Jacques Grill; Dominique Figarella-Branger; Marietta Wolter; Martin U Schuhmann; Tarek Shalaby; Michael Grotzer; Timothy van Meter; Camelia-Maria Monoranu; Jörg Felsberg; Guido Reifenberger; Matija Snuderl; Lynn Ann Forrester; Jan Koster; Rogier Versteeg; Richard Volckmann; Peter van Sluis; Stephan Wolf; Tom Mikkelsen; Amar Gajjar; Kenneth Aldape; Andrew S Moore; Michael D Taylor; Chris Jones; Nada Jabado; Matthias A Karajannis; Roland Eils; Matthias Schlesner; Peter Lichter; Andreas von Deimling; Stefan M Pfister; David W Ellison; Andrey Korshunov; Marcel Kool
Journal:  Cell       Date:  2016-02-25       Impact factor: 41.582

5.  Array-based DNA-methylation profiling in sarcomas with small blue round cell histology provides valuable diagnostic information.

Authors:  Christian Koelsche; Wolfgang Hartmann; Daniel Schrimpf; Damian Stichel; Susanne Jabar; Andreas Ranft; David E Reuss; Felix Sahm; David T W Jones; Melanie Bewerunge-Hudler; Marcel Trautmann; Thomas Klingebiel; Christian Vokuhl; Manfred Gessler; Eva Wardelmann; Iver Petersen; Daniel Baumhoer; Uta Flucke; Cristina Antonescu; Manel Esteller; Stefan Fröhling; Marcel Kool; Stefan M Pfister; Gunhild Mechtersheimer; Uta Dirksen; Andreas von Deimling
Journal:  Mod Pathol       Date:  2018-03-23       Impact factor: 7.842

6.  Surgery-related factors and local recurrence of Wilms tumor in National Wilms Tumor Study 4.

Authors:  R C Shamberger; K A Guthrie; M L Ritchey; G M Haase; J Takashima; J B Beckwith; G J D'Angio; D M Green; N E Breslow
Journal:  Ann Surg       Date:  1999-02       Impact factor: 12.969

7.  Whole-Exome Sequencing of Cell-Free DNA Reveals Temporo-spatial Heterogeneity and Identifies Treatment-Resistant Clones in Neuroblastoma.

Authors:  Mathieu Chicard; Leo Colmet-Daage; Nathalie Clement; Adrien Danzon; Mylène Bohec; Virginie Bernard; Sylvain Baulande; Angela Bellini; Paul Deveau; Gaëlle Pierron; Eve Lapouble; Isabelle Janoueix-Lerosey; Michel Peuchmaur; Nadège Corradini; Anne Sophie Defachelles; Dominique Valteau-Couanet; Jean Michon; Valérie Combaret; Olivier Delattre; Gudrun Schleiermacher
Journal:  Clin Cancer Res       Date:  2017-11-30       Impact factor: 12.531

8.  DNA Methylation-Based Classifier for Accurate Molecular Diagnosis of Bone Sarcomas.

Authors:  S Peter Wu; Benjamin T Cooper; Fang Bu; Christopher J Bowman; J Keith Killian; Jonathan Serrano; Shiyang Wang; Twana M Jackson; Daniel Gorovets; Neerav Shukla; Paul A Meyers; David J Pisapia; Richard Gorlick; Marc Ladanyi; Kristen Thomas; Matija Snuderl; Matthias A Karajannis
Journal:  JCO Precis Oncol       Date:  2017-10-06

9.  Comparison of alignment software for genome-wide bisulphite sequence data.

Authors:  Aniruddha Chatterjee; Peter A Stockwell; Euan J Rodger; Ian M Morison
Journal:  Nucleic Acids Res       Date:  2012-02-16       Impact factor: 16.971

Review 10.  The pitfalls and promise of liquid biopsies for diagnosing and treating solid tumors in children: a review.

Authors:  Ruben Van Paemel; Roos Vlug; Katleen De Preter; Nadine Van Roy; Frank Speleman; Leen Willems; Tim Lammens; Geneviève Laureys; Gudrun Schleiermacher; Godelieve A M Tytgat; Kathy Astrahantseff; Hedwig Deubzer; Bram De Wilde
Journal:  Eur J Pediatr       Date:  2020-01-03       Impact factor: 3.183

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  7 in total

Review 1.  Circulating tumor DNA profiling for childhood brain tumors: Technical challenges and evidence for utility.

Authors:  Anthony Pak-Yin Liu; Paul A Northcott; Giles W Robinson; Amar Gajjar
Journal:  Lab Invest       Date:  2021-12-21       Impact factor: 5.662

2.  Extracellular Vesicles: A New Source of Biomarkers in Pediatric Solid Tumors? A Systematic Review.

Authors:  Nathalie S M Lak; Elvera J van der Kooi; Agustin Enciso-Martinez; Estefanía Lozano-Andrés; Cees Otto; Marca H M Wauben; Godelieve A M Tytgat
Journal:  Front Oncol       Date:  2022-05-24       Impact factor: 5.738

3.  Novel Circulating Hypermethylated RASSF1A ddPCR for Liquid Biopsies in Patients With Pediatric Solid Tumors.

Authors:  Lieke M J van Zogchel; Nathalie S M Lak; Onno J H M Verhagen; Ahmed Tissoudali; Mohammed Gussmalla Nuru; Nina U Gelineau; Lily Zappeij-Kannengieter; Ahmad Javadi; Eline A M Zijtregtop; Johannes H M Merks; Marry van den Heuvel-Eibrink; Antoinette Y N Schouten-van Meeteren; Janine Stutterheim; C Ellen van der Schoot; Godelieve A M Tytgat
Journal:  JCO Precis Oncol       Date:  2021-11-17

4.  High-throughput and affordable genome-wide methylation profiling of circulating cell-free DNA by methylated DNA sequencing (MeD-seq) of LpnPI digested fragments.

Authors:  Teoman Deger; Ruben G Boers; Joost Gribnau; Saskia M Wilting; Vanja de Weerd; Lindsay Angus; Marjolijn M J van der Put; Joachim B Boers; Z Azmani; Wilfred F J van IJcken; Dirk J Grünhagen; Lisanne F van Dessel; Martijn P J K Lolkema; Cornelis Verhoef; Stefan Sleijfer; John W M Martens
Journal:  Clin Epigenetics       Date:  2021-10-20       Impact factor: 6.551

Review 5.  Tracking the Molecular Fingerprint of Head and Neck Cancer for Recurrence Detection in Liquid Biopsies.

Authors:  Araceli Diez-Fraile; Joke De Ceulaer; Charlotte Derpoorter; Christophe Spaas; Tom De Backer; Philippe Lamoral; Johan Abeloos; Tim Lammens
Journal:  Int J Mol Sci       Date:  2022-02-22       Impact factor: 5.923

6.  Cost-effective methylome sequencing of cell-free DNA for accurately detecting and locating cancer.

Authors:  Mary L Stackpole; Weihua Zeng; Shuo Li; Chun-Chi Liu; Yonggang Zhou; Shanshan He; Angela Yeh; Ziye Wang; Fengzhu Sun; Qingjiao Li; Zuyang Yuan; Asli Yildirim; Pin-Jung Chen; Paul Winograd; Benjamin Tran; Yi-Te Lee; Paul Shize Li; Zorawar Noor; Megumi Yokomizo; Preeti Ahuja; Yazhen Zhu; Hsian-Rong Tseng; James S Tomlinson; Edward Garon; Samuel French; Clara E Magyar; Sarah Dry; Clara Lajonchere; Daniel Geschwind; Gina Choi; Sammy Saab; Frank Alber; Wing Hung Wong; Steven M Dubinett; Denise R Aberle; Vatche Agopian; Steven-Huy B Han; Xiaohui Ni; Wenyuan Li; Xianghong Jasmine Zhou
Journal:  Nat Commun       Date:  2022-09-29       Impact factor: 17.694

7.  Genome-wide study of the effect of blood collection tubes on the cell-free DNA methylome.

Authors:  Ruben Van Paemel; Andries De Koker; Christa Caggiano; Annelien Morlion; Pieter Mestdagh; Bram De Wilde; Jo Vandesompele; Katleen De Preter
Journal:  Epigenetics       Date:  2020-10-19       Impact factor: 4.528

  7 in total

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