Personalized analysis of circulating tumor DNA in childhood malignancies
Abstract
Circulating tumor DNA (ctDNA) analysis has emerged as a powerful
technique for precision medicine in pediatric oncology. ctDNA refers to
small fragments of tumor-derived genetic material that are released into
the bloodstream. ctDNA analysis can enable sensitive monitoring of
treatment response, early detection of relapse, and detection of minimal
residual disease. Previous studies have used generic cancer gene panels
for ctDNA analysis in children which has proven to be challenging in
pediatric patients who differ in genotype from adult cancers.
In paper I, five patients with relapsed or refractory ALK-driven
neuroblastoma were treated with lorlatinib. All patients showed a good
response and four were alive three to five years after lorlatinib was
started. To investigate if ctDNA analysis could provide a more sensitive
method for monitoring residual disease we designed an ALK sequencing
panel for sensitive detection of the ALK mutations found in this patient
group as well as those mediating resistance to tyrosine kinase inhibitors.
ctDNA levels showed a stepwise decline and became negative during
lorlatinib treatment in all patients. For two patients with relapsed
disease, an increase in ctDNA levels could be seen three and nine
months before the clinical relapses, respectively.
In paper II and III, we developed personalized sequencing panels for
patients diagnosed with neuroblastoma and rhabdomyosarcoma,
respectively. We used an ultrasensitive sequencing technique for
retrospective longitudinal ctDNA analysis to evaluate the use of ctDNA
as a tumor marker. In both studies, ctDNA analysis of patient plasma
showed that ctDNA levels at diagnosis correlated with risk group and
disease burden. For patients with good response to treatment, ctDNA
levels gradually decreased. Follow-up samples from patients who were
free from disease were all ctDNA negative. Levels of ctDNA were
elevated in all cases of relapse or disease progression. In paper II, one
case showed detectable ctDNA 78 days before the clinical relapse. In
paper III one patient showed elevated ctDNA levels in several samples
five months prior to clinical relapse.
In summary, we show that we can accurately and sensitively monitor
disease burden using our ALK panel in patients with ALK-driven
neuroblastoma and lorlatinib monotherapy shows long-lasting results in
this patient cohort. We show that personalized ctDNA analysis is a
sensitive and accurate method for longitudinally monitoring of disease
burden and detection of relapse in pediatric neuroblastoma and
rhabdomyosarcoma, regardless of tumor genetics. ctDNA analysis
showed higher sensitivity for relapse detection and treatment monitoring
than two serum markers and three urine markers currently used in the
clinic for neuroblastoma. As there are no biomarkers in use for
rhabdomyosarcoma and the disease is often highly genetically
heterogenous showing poor prognosis in metastasized disease,
personalized ctDNA analysis could prove a useful complement in
disease monitoring and relapse detection also for these patients.
Parts of work
I. Ek T, Ibrahim RR, Vogt H, Georgantzi K, Träger C, Gaarder J, Djos A, Rahmqvist I, Mellström E, Pujol-Calderón F, Vannas C, Hansson L, Fagman H, Treis D, Fransson S, Österlund T, Chuang TP, Verhoeven BM, Ståhlberg A, Palmer RH, Hallberg B, Martinsson T, Kogner P, Dalin M. Long-Lasting Response to Lorlatinib in Patients with ALK-Driven Relapsed or Refractory Neuroblastoma Monitored with Circulating Tumor DNA Analysis. Cancer Res Commun. 2024 Sep 1;4(9):2553-2564. http://doi.org/10.1158/2767-9764 II. Rahmqvist I, Engström E, Mellström E, Ibrahim RR, Pujol-Calderón F, Dahlstrand Rudin A, Ordqvist Redfors A, Rostamzadeh N, Di Rienzo R, Franssila W, Khashan R, Xylander M, Karlsson C, Ek T, Andersson D, Österlund T, Gaarder J, Fagman H, Fransson S, Martinsson T, Ståhlberg A, Dalin M. Personalized circulating tumor DNA analysis for sensitive disease monitoring and detection of relapse in neuroblastoma. Biomark Res. 2024 Nov 26;12(1):148. http://doi.org/10.1186/s40364-024-00688-5 II. Rahmqvist I, Engström E, Mellström E, Ibrahim RR, Pujol-Calderón F, Dahlstrand Rudin A, Ordqvist Redfors A, Rostamzadeh N, Di Rienzo R, Franssila W, Khashan R, Xylander M, Karlsson C, Ek T, Andersson D, Österlund T, Gaarder J, Fagman H, Fransson S, Martinsson T, Ståhlberg A, Dalin M. Personalized circulating tumor DNA analysis for sensitive disease monitoring and detection of relapse in neuroblastoma. Biomark Res. 2024 Nov 26;12(1):148. http://doi.org/10.1186/s40364-024-00688-5
Degree
Doctor of Philosophy (Medicine)
University
University of Gothenburg. Sahlgrenska Academy
Institution
Institute of Clinical Sciences. Department of Pediatrics
Disputation
Onsdagen den 28 maj 2025, kl. 9.00, Hörsal Arvid Carlsson, Academicum, Medicinaregatan 3,Göteborg
Date of defence
2025-05-28
ida.rahmqvist@gu.se
Date
2025-05-08Author
Rahmqvist, Ida
Keywords
ALK
biomarker
ctDNA
liquid biopsy
neuroblastoma
personalized medicine
rhabdomyosarcoma
Publication type
Doctoral thesis
ISBN
978-91-8115-176-3 (PRINT)
978-91-8115-177-0 (PDF)
Language
eng