Novel biological subtypes and clinically important genetic aberrations (druggable lesions, prognostic factors) have been described in B-other acute lymphoblastic leukemia (ALL) during the last decade; however, due to a lack of studies on unselected cohorts, their population frequency and mutual associations still have to be established. We studied 110 consecutively diagnosed and uniformly treated childhood B-other patients using single nucleotide polymorphism arrays and whole exome/transcriptome sequencing. The frequency of DUX4 -rearranged, BCR-ABL1 -like, ZNF384 -rearranged, ETV6-RUNX1 -like, iAMP21 and MEF2D -rearranged subtypes was 27%, 15%, 5%, 5%, 4%, and 2%, respectively; 43% of cases were not classified into any of these subtypes (B-rest). We found worse early response to treatment in DUX4 -rearranged leukemia and a strong association of ZNF384 -rearranged leukemia with B-myeloid immunophenotype. Of the druggable lesions, JAK/STAT-class and RAS/RAF/MAPK-class aberrations were found in 21% and 43% of patients, respectively; an ABL-class aberration was found in one patient. A recently described negative prognostic factor, IKZF1 plus , was found in 14% of patients and was enriched in (but not exclusive for) BCR-ABL1 -like subtype. PAX5 fusions (including 4 novel), intragenic amplifications and P80R mutations were mutually exclusive and only occurred in the B-rest subset, altogether accounting for 20% of the B-other group. PAX5 P80R was associated with a specific gene expression signature, potentially defining a novel leukemia subtype. Our study shows unbiased European population-based frequencies of novel ALL subtypes, recurrent (cyto)genetic aberrations and their mutual associations. This study also strengthens and widens the current knowledge of B-other ALL and provides an objective basis for optimization of current genetic diagnostics.
In the rapidly evolving field of primary immunodeficiencies (PID), the EuroFlow consortium decided to develop a PID orientation and screening tube that facilitates fast, standardized, and validated immunophenotypic diagnosis of lymphoid PID, and allows full exchange of data between centers. Our aim was to develop a tool that would be universal for all lymphoid PIDs and offer high sensitivity to identify a lymphoid PID (without a need for specificity to diagnose particular PID) and to guide and prioritize further diagnostic modalities and clinical management. The tube composition has been defined in a stepwise manner through several cycles of design-testing-evaluation-redesign in a multicenter setting. Equally important appeared to be the standardized pre-analytical procedures (sample preparation and instrument setup), analytical procedures (immunostaining and data acquisition), the software analysis (a multidimensional view based on a reference database in Infinicyt software), and data interpretation. This standardized EuroFlow concept has been tested on 250 healthy controls and 99 PID patients with defined genetic defects. In addition, an application of new EuroFlow software tools with multidimensional pattern recognition was designed with inclusion of maturation pathways in multidimensional patterns (APS plots). The major advantage of the EuroFlow approach is that data can be fully exchanged between different laboratories in any country of the world, which is especially of interest for the PID field, with generally low numbers of cases per center.
We report a tool for the analysis of subcellular proteomics data, called MetaMass, based on the use of standardized lists of subcellular markers. We analyzed data from 11 studies using MetaMass, mapping the subcellular location of 5,970 proteins. Our analysis revealed large variations in the performance of subcellular fractionation protocols as well as systematic biases in protein annotation databases. The Excel and R versions of MetaMass should enhance transparency and reproducibility in subcellular proteomics.
We have shown previously that ETV6/RUNX1-positive acute lymphoblastic leukemia (ALL) is distinguishable from other ALL subtypes by CD27 /CD44 immunophenotype. During diagnostic immunophenotyping of 573 childhood B-cell precursor ALL (BCP-ALL), we identified eight cases with this immunophenotype among "B-other ALL" (BCP-ALL cases negative for routinely tested chromosomal/genetic aberrations). We aimed to elucidate whether these cases belong to the recently described ETV6/RUNX1-like ALL defined by the ETV6/RUNX1-specific gene expression profile (GEP), harboring concurrent ETV6 and IKZF1 lesions. We performed comprehensive genomic analysis using single nucleotide polymorphism arrays, whole exome and transcriptome sequencing and GEP on microarrays. In unsupervised hierarchical clustering based on GEP, five out of seven analyzed CD27 /CD44 B-other cases clustered with ETV6/RUNX1-positive ALL and were thus classified as ETV6/RUNX1-like ALL. The two cases clustering outside ETV6/RUNX1-positive ALL harbored a P2RY8/CRLF2 fusion with activating JAK2 mutations and a TCF3/ZNF384 fusion, respectively, assigning them to other ALL subtypes. All five ETV6/RUNX1-like cases harbored ETV6 deletions; uniform intragenic ARPP21 deletions and various IKZF1 lesions were each found in three ETV6/RUNX1-like cases. The frequency of ETV6 and ARPP21 deletions was significantly higher in ETV6/RUNX1-like ALL compared with a reference cohort of 42 B-other ALL. In conclusion, we show that ETV6/RUNX1-like ALL is associated with CD27 /CD44 immunophenotype and identify ARPP21 deletions to contribute to its specific genomic profile enriched for ETV6 and IKZF1 lesions. In conjunction with previously published data, our study identifies the ETV6 lesion as the only common genetic aberration and thus the most likely key driver of ETV6/RUNX1-like ALL.
ERG -deletions occur recurrently in acute lymphoblastic leukemia, especially in the DUX4 -rearranged subtype. The ERG -deletion was shown to positively impact prognosis of patients with IKZF1 -deletion and its presence precludes assignment into IKZF1 plus group, a novel high-risk category on AIEOP-BFM ALL trials. We analyzed the impact of different methods on ERG -deletion detection rate, evaluated ERG -deletion as a potential marker for DUX4 -rearranged leukemia, studied its associations with molecular and clinical characteristics within this leukemia subtype, and analyzed its clonality. Using single-nucleotide-polymorphism array, genomic polymerase chain reaction (PCR) and amplicon-sequencing we found ERG -deletion in 34% (16 of 47), 66% (33 of 50) and 78% (39 of 50) of DUX4 -rearranged leukemia, respectively. False negativity of ERG -deletion by single-nucleotide-polymorphism array caused IKZF1 plus misclassification in 5 patients. No ERG -deletion was found outside the DUX4 -rearranged cases. Within DUX4 -rearranged leukemia, the ERG -deletion was associated with higher total number of copy-number aberrations, and, importantly, the ERG -deletion positivity by PCR was associated with better outcome [5-year event-free survival (EFS), ERG -deletion-positive 93% vs. ERG -deletion-negative 68%, P =0.022; 5-year overall survival (OS), ERG -deletion-positive 97% vs. ERG -deletion-negative 75%, P =0.029]. Ultra-deep amplicon-sequencing revealed distinct co-existing ERG -deletions in 22 of 24 patients. In conclusion, our data demonstrate inadequate sensitivity of single-nucleotide-polymorphism array for ERG -deletion detection, unacceptable for proper IKZF1 plus classification. Even using more sensitive methods (PCR/amplicon-sequencing) for its detection, ERG -deletion is absent in 22-34% of DUX4 -rearranged leukemia and does not represent an adequately sensitive marker of this leukemia subtype. Importantly, the ERG -deletion potentially stratifies the DUX4 -rearranged leukemia into biologically/clinically distinct subsets. Frequent polyclonal pattern of ERG -deletions shows that late origin of this lesion is more common than has been previously described.
Depletion of cellular immunity as a consequence of conditioning before allogeneic hematopoietic SCT (HSCT) frequently results in CMV reactivation, which may in turn lead to life-threatening infections and require timely antiviral treatment. We have investigated the functional signatures of CMV-specific CD4 þ and CD8 þ T-cells in 191 samples from 118 individuals. We compared healthy donors with both patients with high and undetectable viral loads, and those who controlled and did not control their CMV reactivations. Polychromatic flowcytometric measurements of CD154 (CD40L), intracellular cytokines (IFNc, IL2) and a degranulation marker (CD107a) allowed us to assess the functional status of various T-cells simultaneously. We found that dual IFNc/ IL2-producing CD8 þ T-cells were present in patients controlling their CMV reactivations but absent from noncontrollers. CD8 þ T-cells that produce only IFNc were the most abundant subtype, but they most likely represent non-protective memory cells. Distinct functional signatures were examined by hierarchical clustering, and this revealed that, unlike polyfunctional CD8 þ T-cells, CD8 þ T-cells that produce IFNc alone were not functioning in concert with other subsets. In conclusion, our study revealed functional signatures that may be useful for immune monitoring, and it could change the interpretation of previous studies that assessed only IFNc.
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