Can peripheral blood be used to detect residual disease in acute lymphoblastic leukaemia (ALL) when we increase the sensitivity of the method used? Bendig et al. found that a larger amount of material and the use of next-generation sequencing (NGS) detects MRD in peripheral blood in up to half of patients with B-cell precursor ALL (BCP-ALL) where routine examination was negative. However, a negative result does not exclude the presence of residual disease and thus still limits the use of peripheral blood. Commentary on: Bendig et al. Next-generation sequencing and high DNA input identify previously missed measurable residual disease in peripheral blood of B-cell precursor acute lymphoblastic leukaemia. Br J Haematol 2025; 206:353-356.
- MeSH
- Precursor Cell Lymphoblastic Leukemia-Lymphoma * blood diagnosis genetics MeSH
- Humans MeSH
- Precursor B-Cell Lymphoblastic Leukemia-Lymphoma diagnosis blood genetics MeSH
- Neoplasm, Residual * diagnosis MeSH
- High-Throughput Nucleotide Sequencing * MeSH
- Check Tag
- Humans MeSH
- Publication type
- Journal Article MeSH
Minimal residual disease (MRD) is one of the most important prognostic factors in multiple myeloma (MM) and a valid surrogate for progression-free survival (PFS) and overall survival (OS). Recently, MRD negativity was approved as an early clinical endpoint for accelerated drug approval in MM. Nevertheless, there is limited evidence of MRD utility in real-world setting. In this retrospective multicenter study, we report outcomes of 331 newly diagnosed MM patients with MRD evaluation at Day+100 after autologous stem cell transplantation using flow cytometry with a median limit of detection of 0.001%. MRD negativity was reached in 47% of patients and was associated with significantly prolonged median PFS (49.2 months vs. 18.4 months; hazard ratios (HR) = 0.37; p < 0.001) and OS (not reached vs. 74.9 months; HR = 0.50; p = 0.007). Achieving MRD negativity was associated with PFS improvements regardless of age, International Staging System (ISS) stage, lactate dedydrogenase (LDH) level, or cytogenetic risk. Importantly, MRD positive patients benefited from lenalidomide maintenance versus no maintenance (18-months PFS: 81% vs. 46%; HR = 0.24; p = 0.002) while in MRD negative patients such benefit was not observed (p = 0.747). The outcomes of our real-world study recapitulate results from clinical trials including meta-analyses and support the idea that MRD positive patients profit more from lenalidomide maintenance than MRD negative ones.
- MeSH
- Transplantation, Autologous MeSH
- Adult MeSH
- Lenalidomide administration & dosage therapeutic use MeSH
- Middle Aged MeSH
- Humans MeSH
- Multiple Myeloma * diagnosis mortality therapy pathology MeSH
- Prognosis MeSH
- Flow Cytometry * methods MeSH
- Retrospective Studies MeSH
- Neoplasm, Residual * diagnosis MeSH
- Aged MeSH
- Neoplasm Staging MeSH
- Hematopoietic Stem Cell Transplantation methods MeSH
- Treatment Outcome MeSH
- Check Tag
- Adult MeSH
- Middle Aged MeSH
- Humans MeSH
- Male MeSH
- Aged MeSH
- Female MeSH
- Publication type
- Journal Article MeSH
- Multicenter Study MeSH
INTRODUCTION: Central nervous system (CNS) involvement in diffuse large B-cell lymphoma (DLBCL) is a rare but serious condition requiring accurate diagnostics. Cerebrospinal fluid (CSF) analysis plays a crucial role, particularly in cases where biopsy is not feasible, and imaging is inconclusive. AREAS COVERED: Chemical markers have limitations, particularly in low-cellularity samples. Novel molecular techniques, including circulating tumor DNA (ctDNA) analysis and microRNAs (miRNAs), are gaining prominence for their ability to detect gene mutations at diagnosis and monitor minimal residual disease during follow-up. The sensitivity and specificity of genetic mutations, particularly MYD88 L265P, in combination with interleukin-10 (IL-10) levels, are discussed. The literature search methodology involved reviewing relevant studies and clinical data.This review examines both traditional and emerging methods for CSF analysis in diagnosing CNS involvement in DLBCL. Conventional approaches such as cytomorphology, flow cytometry, and biochemical markers have limitations, particularly in low-cellularity samples. Novel molecular techniques, including ctDNA analysis and miRNAs, are gaining prominence for their ability to detect gene mutations at diagnosis and monitor minimal residual disease during follow-up. The sensitivity and specificity of genetic mutations, particularly MYD88 L265P, in combination with interleukin-10 (IL-10) levels, are discussed. The literature search methodology involved reviewing relevant studies and clinical data. EXPERT OPINION: Advancements in CSF biomarker analysis are improving the diagnosis of CNS lymphoma, aiding early detection and personalized treatment approaches. However, further research and broader clinical validation are necessary for their routine implementation.
- MeSH
- Circulating Tumor DNA cerebrospinal fluid genetics MeSH
- Molecular Diagnostic Techniques methods MeSH
- Lymphoma, Large B-Cell, Diffuse * diagnosis cerebrospinal fluid genetics pathology MeSH
- Interleukin-10 genetics cerebrospinal fluid MeSH
- Humans MeSH
- Meningeal Neoplasms * diagnosis cerebrospinal fluid genetics MeSH
- MicroRNAs genetics cerebrospinal fluid MeSH
- Mutation MeSH
- Myeloid Differentiation Factor 88 genetics MeSH
- Biomarkers, Tumor * cerebrospinal fluid genetics MeSH
- Check Tag
- Humans MeSH
- Publication type
- Journal Article MeSH
- Review MeSH
Proteomics is nowadays increasingly becoming part of the routine clinical practice of diagnostic laboratories, especially due to the advent of advanced mass spectrometry techniques. This review focuses on the application of proteomic analysis in the identification of pathological conditions in a hospital setting, with a particular focus on the analysis of protein biomarkers. In particular, the main purpose of the review is to highlight the challenges associated with the identification of specific disease-causing proteins, given their complex nature and the variety of posttranslational modifications (PTMs) they can undergo. PTMs, such as phosphorylation and glycosylation, play critical roles in protein function but can also lead to diseases if dysregulated. Proteomics plays an important role especially in various medical fields ranging from cardiology, internal medicine to hemato-oncology emphasizing the interdisciplinary nature of this field. Traditional methods such as electrophoretic or immunochemical methods have been mainstay in protein detection; however, these techniques are limited in terms of specificity and sensitivity. Examples include the diagnosis of multiple myeloma and the detection of its specific protein or amyloidosis, which relies heavily on these conventional methods, which sometimes lead to false positives or inadequate disease monitoring. Mass spectrometry in this respect emerges as a superior alternative, providing high sensitivity and specificity in the detection and quantification of specific protein sequences. This technique is particularly beneficial for monitoring minimal residual disease (MRD) in the diagnosis of multiple myeloma where traditional methods fall short. Furthermore mass spectrometry can provide precise typing of amyloid proteins, which is crucial for the appropriate treatment of amyloidosis. This review summarizes the opportunities for proteomic determination using mass spectrometry between 2012 and 2024, highlighting the transformative potential of mass spectrometry in clinical proteomics and encouraging its wider use in diagnostic laboratories.
- MeSH
- Amyloidosis * diagnosis MeSH
- Biomarkers analysis MeSH
- Mass Spectrometry * methods MeSH
- Humans MeSH
- Multiple Myeloma * diagnosis MeSH
- Protein Processing, Post-Translational MeSH
- Proteomics * methods MeSH
- Check Tag
- Humans MeSH
- Publication type
- Journal Article MeSH
- Review MeSH
Detection of minimal/measurable residual disease (MRD) is a critical prognostic marker in B-cell precursor acute lymphoblastic leukemia (BCP-ALL). The EuroFlow Consortium previously developed an 8-color flow cytometric MRD protocol, effective for >98% of BCP-ALL patients treated with chemotherapy. This study aimed to enhance MRD detection, particularly for patients treated with CD19-targeted therapies, by expanding the EuroFlow protocol to a 12-color panel. This new panel incorporates additional B-cell markers and exclusion T/NK-cell markers (CD3 and CD7). Through an evaluation of 237 diagnostic BCP-ALL samples, CD22, CD24, and HLA-DR were selected as additional B-cell gating markers. Two 12-color tubes were technically optimized and clinically validated across 101 patient follow-up samples, demonstrating excellent concordance with molecular MRD levels (R2 = 0.88). The 12-color BCP-ALL MRD tubes were compatible with the previously developed 8-color automated gating and identification (AGI) tool and demonstrated good reproducibility. Our findings indicate that the 12-color panel performs comparably to the 8-color BCP-ALL MRD panel, including both CD19-positive and CD19-negative cases. However, it offers an improved definition of the B-cell lineage, particularly for expert-guided manual data analysis, and provides additional information on the expression of the targetable marker CD22.
- Publication type
- Journal Article MeSH
Monitoring of minimal residual disease (MRD) after hematopoietic stem cell transplantation (HSCT) in patients with acute lymphoblastic leukemia (ALL) is vital for timely therapeutic intervention planning. However, interpreting low-positive results from the current standard method, quantitative PCR (qPCR) of immunoglobulin and T-cell receptor gene rearrangements (IG/TR), poses challenges due to the risk of false positivity caused by non-specific amplification. We aimed to improve MRD detection specificity using the next-generation amplicon sequencing (NGS) of IG/TR rearrangements for better relapse prediction. In pediatric and young adult ALL patients undergoing sequential post-HSCT MRD monitoring, we prospectively re-tested positive non-quantifiable qPCR results with NGS-MRD using the EuroClonality-NGS approach. We were able to confirm 13 out of 47 (27.7%) qPCR positive results using the more specific NGS-MRD method. Out of 10 patients with at least one MRD positivity confirmed by NGS, six relapsed (60%) 1-3.7 months after testing. Among 25 patients with all NGS-MRD results negative, two relapses occurred (8%) after 5.1 and 12.1 months. One-year RFS was 40% versus 96% and 3-year OS was 33.3% versus 94.4% for the NGS-positive and NGS-negative groups, respectively. The difference was not attributable to a varying rate of therapeutic interventions. Six patients out of 14 who had immunosuppressive treatment tapered or received donor lymphocyte infusion in response to MRD positivity developed significant graft versus host disease, leading to one fatality. This underscores the importance of enhancing the post-HSCT relapse risk prediction accuracy through NGS-MRD testing to avoid unnecessary interventions.
- Publication type
- Journal Article MeSH
OBJECTIVES: Risk-based stratification approaches using measurable residual disease (MRD) successfully help to identify T-acute lymphoblastic leukemia (T-ALL) patients at risk of relapse, whose treatment outcomes are very poor. Because of T-ALL heterogeneity and rarity, a reliable and standardized approach for flow cytometry (FC)-based MRD measurement and analysis is often missing. METHODS: Within the international AIEOP-BFM-ALL-FLOW study group we made a consensus on markers and a standard operating procedure for common 8- and 12-color T-ALL MRD panels. Custom manufactured tubes with dried backbone antibodies were tested in parallel to local FC standards. RESULTS: Altogether, 66 diagnostic and 67 day 15 samples were analyzed. We designed two guided MRD gating strategies to identify blast cells in parallel to expert-based evaluation. We proved that the optimized tubes allowed the correct identification of blast cells in all diagnostic samples. Both, expert and guided analysis of day 15 samples correlated to local standard (Spearman R=0.98 and R=0.94, respectively). Only in 2 (3 %) and 4 (6 %) patients expert gating and guided analysis results were substantially discordant from local standard, respectively. The cases that require an individualized approach may be partially identified at diagnosis through a rare immunophenotype or mixed phenotype acute leukemia status. CONCLUSIONS: Our work shows that standardized operating procedures together with guided analysis are applicable in a great majority of T-ALL cases. Further improvement of MRD detection is needed, as in some cases an individualized analytical approach is still required due to the challenging nature of the T-ALL phenotype.
- MeSH
- Child MeSH
- Infant MeSH
- Consensus MeSH
- Humans MeSH
- Precursor T-Cell Lymphoblastic Leukemia-Lymphoma * diagnosis pathology MeSH
- Adolescent MeSH
- Child, Preschool MeSH
- Flow Cytometry * standards methods MeSH
- Neoplasm, Residual * diagnosis MeSH
- Check Tag
- Child MeSH
- Infant MeSH
- Humans MeSH
- Adolescent MeSH
- Male MeSH
- Child, Preschool MeSH
- Female MeSH
- Publication type
- Journal Article MeSH
- Multicenter Study MeSH
Východiská: V managemente pacientov s kolorektálnym karcinómom (colorectal cancer – CRC) stále existuje priestor pre zlepšenie stratifikácie rizika a tým presnejšie „ušitie“ liečby na mieru. Veľmi sľubným sa v tomto ohľade javia biomarkery získavané prostredníctvom takzvanej tekutej biopsie, čo je neinvazívna metóda odberu telesných tekutín pacienta, najčastejšie periférnej krvi. Analyzujú sa rozličné biomarkery súvisiace s nádorom, ktoré môžu mať ako prognostickú, tak aj prediktívnu hodnotu. Jedným z najviac prebádaných nádorových biomarkerov je práve nádorová cirkulujúca DNA, ktorej spektrum využitia bolo spočiatku len u pokročilých a metastatických karcinómov a spočívalo v molekulárnom profilovaní alebo zisťovaní získanej rezistencie k liečbe. V súčasnosti sa využitie cirkulujúcej nádorovej DNA (ctDNA) posunulo už k skorým štádiám karcinómov, kde okrem iného slúži k identifikácii minimálnej reziduálnej choroby alebo k skorej diagnostike CRC. Doterajšie štúdie ukazujú veľmi sľubný potenciál týchto biomarkerov, ale k využitiu v klinickej praxi bude potrebné získať viac informácií a počkať na výsledky prebiehajúcich výskumov. Cieľ: V tomto prehľadovom článku sa budeme venovať ctDNA, jej aspektom, možnostiam diagnostiky a súčasnému využitiu v rámci CRC.
Background: Space still exists in the management of patients with colorectal cancer (CRC) for improving risk stratification and thus the precision of treatment tailoring. Quite promising in this regard are biomarkers acquired via liquid biopsy, which is a non-invasive method of body fluid draw, most commonly peripheral blood. A variety of biomarkers associated with the tumor are analyzed, which can have either prognostic or predictive value. Circulating tumor DNA (ctDNA) is one of the most explored tumor biomarkers. Initially, its utility spectrum was only in advanced or metastatic cancers and consisted of molecular profiling and detecting acquired resistance to treatment. Nowadays, the use of circulating tumor DNA has shifted to earlier cancer stages, where it can identify minimal residual disease or diagnose colorectal cancer early. Existing studies show promising potential of these biomarkers, but more information needs to be gathered and information from ongoing studies needs to be obtained in order to use them in everyday practice. Aim: In this review article, we will discuss ctDNA, its aspects, diag- nostic possibilities and current use in CRC.
PURPOSE: We report an analysis of minimal residual/detectable disease (MRD) as a predictor of outcome in previously untreated patients with follicular lymphoma (FL) from the randomized, multicenter GALLIUM (ClinicalTrials.gov identifier: NCT01332968) trial. PATIENTS AND METHODS: Patients received induction with obinutuzumab (G) or rituximab (R) plus bendamustine, or cyclophosphamide, doxorubicin, vincristine, prednisone (CHOP) or cyclophosphamide, vincristine, prednisone (CVP) chemotherapy, followed by maintenance with the same antibody in responders. MRD status was assessed at predefined time points (mid-induction [MI], end of induction [EOI], and at 4-6 monthly intervals during maintenance and follow-up). Patients with evaluable biomarker data at diagnosis were included in the survival analysis. RESULTS: MRD positivity was associated with inferior progression-free survival (PFS) at MI (hazard ratio [HR], 3.03 [95% CI, 2.07 to 4.45]; P < .0001) and EOI (HR, 2.25 [95% CI, 1.53 to 3.32]; P < .0001). MRD response was higher after G- versus R-chemotherapy at MI (94.2% v 88.9%; P = .013) and at EOI (93.1% v 86.7%; P = .0077). Late responders (MI-positive/EOI-negative) had a significantly poorer PFS than early responders (MI-negative/EOI-negative; HR, 3.11 [95% CI, 1.75 to 5.52]; P = .00011). The smallest proportion of MRD positivity was observed in patients receiving bendamustine at MI (4.8% v 16.0% in those receiving CHOP; P < .0001). G appeared to compensate for less effective chemotherapy regimens, with similar MRD response rates observed across the G-chemo groups. During the maintenance period, more patients treated with R than with G were MRD-positive (R-CHOP, 20.7% v G-CHOP, 7.0%; R-CVP, 21.7% v G-CVP, 9.4%). Throughout maintenance, MRD positivity was associated with clinical relapse. CONCLUSION: MRD status can determine outcome after induction and during maintenance, and MRD negativity is a prerequisite for long-term disease control in FL. The higher MRD responses after G- versus R-based treatment confirm more effective tumor cell clearance.
- MeSH
- Bendamustine Hydrochloride MeSH
- Cyclophosphamide MeSH
- Doxorubicin MeSH
- Lymphoma, Follicular * MeSH
- Gallium * therapeutic use MeSH
- Humans MeSH
- Prednisone MeSH
- Antineoplastic Combined Chemotherapy Protocols adverse effects MeSH
- Neoplasm, Residual drug therapy MeSH
- Rituximab MeSH
- Vincristine MeSH
- Check Tag
- Humans MeSH
- Publication type
- Journal Article MeSH
- Multicenter Study MeSH
- Randomized Controlled Trial MeSH
Measurable residual disease (MRD) monitoring in childhood acute myeloid leukemia (AML) is used to assess response to treatment and for early detection of imminent relapse. In childhood AML, MRD is typically evaluated using flow cytometry, or by quantitative detection of leukemia-specific aberrations at the mRNA level. Both methods, however, have significant limitations. Recently, we demonstrated the feasibility of MRD monitoring in selected subgroups of AML at the genomic DNA (gDNA) level. To evaluate the potential of gDNA-based MRD monitoring across all AML subtypes, we conducted a comprehensive analysis involving 133 consecutively diagnosed children. Integrating next-generation sequencing into the diagnostic process, we identified (presumed) primary genetic aberrations suitable as MRD targets in 97% of patients. We developed patient-specific quantification assays and monitored MRD in 122 children. The gDNA-based MRD monitoring via quantification of primary aberrations with a sensitivity of at least 10-4 was possible in 86% of patients; via quantification with sensitivity of 5 × 10-4, of secondary aberrations, or at the mRNA level in an additional 8%. Importantly, gDNA-based MRD exhibited independent prognostic value at early time-points in patients stratified to intermediate-/high-risk treatment arms. Our study demonstrates the broad applicability, feasibility, and clinical significance of gDNA-based MRD monitoring in childhood AML.
- MeSH
- Leukemia, Myeloid, Acute * diagnosis genetics therapy MeSH
- Child MeSH
- Genomics MeSH
- Cohort Studies MeSH
- Humans MeSH
- RNA, Messenger genetics MeSH
- Prognosis MeSH
- Flow Cytometry MeSH
- Recurrence MeSH
- Neoplasm, Residual diagnosis genetics MeSH
- Check Tag
- Child MeSH
- Humans MeSH
- Publication type
- Journal Article MeSH
