Liquid biopsy for molecular characterization of diffuse large B-cell lymphoma and early assessment of minimal residual disease.

Circulating tumour DNA (ctDNA) allows genotyping and minimal residual disease (MRD) detection in lymphomas. Using a next-generation sequencing (NGS) approach (EuroClonality-NDC), we evaluated the clinical and prognostic value of ctDNA in a series of R-CHOP-treated diffuse large B-cell lymphoma (DLBCL) patients at baseline (n = 68) and after two cycles (n = 59), monitored by metabolic imaging (positron emission tomography combined with computed tomography [PET/CT]). A molecular marker was identified in 61/68 (90%) ctDNA samples at diagnosis. Pretreatment high ctDNA levels significantly correlated with elevated lactate dehydrogenase, advanced stage, high-risk International Prognostic Index and a trend to shorter 2-year progression-free survival (PFS). Valuable NGS data after two cycles of treatment were obtained in 44 cases, and 38 achieved major molecular response (MMR; 2.5-log drop in ctDNA). PFS curves displayed statistically significant differences among those achieving MMR versus those not achieving MMR (2-year PFS of 76% vs. 0%, p < 0.001). Similarly, more than 66% reduction in ΔSUVmax by PET/CT identified two subgroups with different prognosis (2-year PFS of 83% vs. 38%; p < 0.001). Combining both approaches MMR and ΔSUVmax reduction, a better stratification was observed (2-year PFS of 84% vs. 17% vs. 0%, p < 0.001). EuroClonality-NDC panel allows the detection of a molecular marker in the ctDNA in 90% of DLBCL. ctDNA reduction at two cycles and its combination with interim PET results improve patient prognosis stratification.

Observations from a national sample exchange program for molecular haematology testing.

External quality assessment programs (EQAP) for molecular haematology generally only assess the analytical phase of laboratory testing or provide limited evaluation of post-analytical components. We incorporated comprehensive post-analytical evaluation into an existing national inter-laboratory sample exchange program for molecular haematology due to the increasing complexity of diagnostic molecular testing and interpretation. We report key findings from four years of longitudinal data using this approach. Eighteen participating laboratories enrolled in an annual reciprocal sample exchange program from 2019-2022, which covered conventional and next-generation sequencing (NGS) assays. Participants submitted results on their laboratory information system-generated reports which then underwent central review. Reports were assessed according to consensus values and relevant national and international reporting standards and guidelines. A total of 680 reports were received. Laboratories had high concordance in the analytical phase of testing, with incorrect variant detection observed in a total of six of 680 (0.9%) reports. In contrast, post-analytical concordance was much lower, with at least one discordance observed in 28.9-57.6% of all conventional reports and 33.3-100% NGS reports. The most frequent post-analytical discordances were: (1) not including key technical information on reports (total 41.9% conventional, 47.2% NGS); (2) not using standard gene and variant nomenclature (total 28.2% conventional, 25.6% NGS). NGS reports also demonstrated discrepancies in variant classification (total 20.4%) and interpretation (total 10.2%). The rate of discrepancies generally improved year-on-year. Inter-laboratory concordance for molecular haematology testing is high in the analytical phase, however opportunities exist for improvement in the post-analytical phase. Given that result interpretation is crucial for clinical decision-making and that molecular testing is a complex and evolving field, we suggest that EQAPs should comprehensively evaluate both analytical and post-analytical components of laboratory performance in order to harmonise reporting and to support the accurate interpretation of molecular haematology tests.

CCAAT enhancer binding protein alpha (CEBPA) biallelic acute myeloid leukaemia: cooperating lesions, molecular mechanisms and clinical relevance.

Recent advances in sequencing technologies have allowed for the identification of recurrent mutations in acute myeloid leukaemia (AML). The transcription factor CCAAT enhancer binding protein alpha (CEBPA) is frequently mutated in AML, and biallelic CEBPA-mutant AML was recognised as a separate disease entity in the recent World Health Organization classification. However, CEBPA mutations are co-occurring with other aberrations in AML, and together these lesions form the clonal hierarchy that comprises the leukaemia in the patient. Here, we aim to review the current understanding of co-occurring mutations in CEBPA-mutated AML and their implications for disease biology and clinical outcome. We will put emphasis on patterns of cooperation, how these lesions cooperate with CEBPA mutations and the underlying potential molecular mechanisms. Finally, we will relate this to patient outcome and future options for personalised medicine.