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1.
Leukemia ; 32(4): 971-978, 2018 04.
Article in English | MEDLINE | ID: mdl-29099494

ABSTRACT

Persistence of minimal residual disease (MRD) after treatment for myeloma predicts inferior outcomes, but within MRD-positive patients there is great heterogeneity with both early and very late relapses. Among different MRD techniques, flow cytometry provides additional information about antigen expression on tumor cells, which could potentially contribute to stratify MRD-positive patients. We investigated the prognostic value of those antigens required to monitor MRD in 1265 newly diagnosed patients enrolled in the GEM2000, GEM2005MENOS65, GEM2005MAS65 and GEM2010MAS65 protocols. Overall, CD19pos, CD27neg, CD38lo, CD45pos, CD81pos, CD117neg and CD138lo expression predicted inferior outcomes. Through principal component analysis, we found that simultaneous CD38lowCD81posCD117neg expression emerged as the most powerful combination with independent prognostic value for progression-free survival (HR:1.69; P=0.002). This unique phenotypic profile retained prognostic value among MRD-positive patients. We then used next-generation flow to determine antigen stability throughout the course of the disease, and found that the expression of antigens required to monitor MRD is mostly stable from diagnosis to MRD stages, except for CD81 whose expression progressively increased from baseline to chemoresistant tumor cells (14 vs 28%). Altogether, we showed that the phenotypic profile of tumor cells provides additional prognostic information, and could be used to further predict risk of relapse among MRD-positive patients.


Subject(s)
Antigens, CD/metabolism , Multiple Myeloma/metabolism , Multiple Myeloma/pathology , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Neoplasm Recurrence, Local/metabolism , Neoplasm Recurrence, Local/pathology , Neoplasm, Residual/metabolism , Neoplasm, Residual/pathology , Prognosis
3.
Leukemia ; 31(2): 382-392, 2017 02.
Article in English | MEDLINE | ID: mdl-27479184

ABSTRACT

The notion that plasma cells (PCs) are terminally differentiated has prevented intensive research in multiple myeloma (MM) about their phenotypic plasticity and differentiation. Here, we demonstrated in healthy individuals (n=20) that the CD19-CD81 expression axis identifies three bone marrow (BM)PC subsets with distinct age-prevalence, proliferation, replication-history, immunoglobulin-production, and phenotype, consistent with progressively increased differentiation from CD19+CD81+ into CD19-CD81+ and CD19-CD81- BMPCs. Afterwards, we demonstrated in 225 newly diagnosed MM patients that, comparing to normal BMPC counterparts, 59% had fully differentiated (CD19-CD81-) clones, 38% intermediate-differentiated (CD19-CD81+) and 3% less-differentiated (CD19+CD81+) clones. The latter patients had dismal outcome, and PC differentiation emerged as an independent prognostic marker for progression-free (HR: 1.7; P=0.005) and overall survival (HR: 2.1; P=0.006). Longitudinal comparison of diagnostic vs minimal-residual-disease samples (n=40) unraveled that in 20% of patients, less-differentiated PCs subclones become enriched after therapy-induced pressure. We also revealed that CD81 expression is epigenetically regulated, that less-differentiated clonal PCs retain high expression of genes related to preceding B-cell stages (for example: PAX5), and show distinct mutation profile vs fully differentiated PC clones within individual patients. Together, we shed new light into PC plasticity and demonstrated that MM patients harbouring less-differentiated PCs have dismal survival, which might be related to higher chemoresistant potential plus different molecular and genomic profiles.


Subject(s)
Multiple Myeloma/diagnosis , Multiple Myeloma/metabolism , Plasma Cells/metabolism , Plasma Cells/pathology , Adult , Antigens, CD/metabolism , Biomarkers , Bone Marrow/metabolism , Bone Marrow/pathology , Bone Marrow Cells/metabolism , Bone Marrow Cells/pathology , Case-Control Studies , Cell Cycle , DNA Methylation , Female , Gene Expression Profiling , Genetic Heterogeneity , High-Throughput Nucleotide Sequencing , Humans , Immunophenotyping , In Situ Hybridization, Fluorescence , Male , Middle Aged , Multiple Myeloma/genetics , Multiple Myeloma/mortality , Mutation , Neoplasm Grading , Phenotype , Prognosis , Single-Cell Analysis , Young Adult
4.
Leukemia ; 29(5): 1186-94, 2015 May.
Article in English | MEDLINE | ID: mdl-25388955

ABSTRACT

Knowledge about clonal diversity and selection is critical to understand multiple myeloma (MM) pathogenesis, chemoresistance and progression. If targeted therapy becomes reality, identification and monitoring of intraclonal plasma cell (PC) heterogeneity would become increasingly demanded. Here we investigated the kinetics of intraclonal heterogeneity among 116 MM patients using 23-marker multidimensional flow cytometry (MFC) and principal component analysis, at diagnosis and during minimal residual disease (MRD) monitoring. Distinct phenotypic subclones were observed in 35/116 (30%) newly diagnosed MM patients. In 10/35 patients, persistent MRD was detected after 9 induction cycles, and longitudinal comparison of patient-paired diagnostic vs MRD samples unraveled phenotypic clonal tiding after therapy in half (5/10) of the patients. After demonstrating selection of distinct phenotypic subsets by therapeutic pressure, we investigated whether distinct fluorescence-activated cell-sorted PC subclones had different clonogenic and cytogenetic profiles. In half (5/10) of the patients analyzed, distinct phenotypic subclones showed different clonogenic potential when co-cultured with stromal cells, and in 6/11 cases distinct phenotypic subclones displayed unique cytogenetic profiles by interphase fluorescence in situ hybridization, including selective del(17p13). Collectively, we unravel potential therapeutic selection of preexisting diagnostic phenotypic subclones during MRD monitoring; because phenotypically distinct PCs may show different clonogenic and cytogenetic profiles, identification and follow-up of unique phenotypic-genetic myeloma PC subclones may become relevant for tailored therapy.


Subject(s)
Multiple Myeloma/genetics , Cell Separation , Coculture Techniques , Disease Progression , Drug Resistance, Neoplasm , Flow Cytometry , Humans , Immunophenotyping , In Situ Hybridization, Fluorescence , Multiple Myeloma/classification , Phenotype , Plasma Cells/cytology , Principal Component Analysis , Prognosis , Stromal Cells/cytology
5.
Leukemia ; 27(10): 2056-61, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23743858

ABSTRACT

Achieving complete remission (CR) in multiple myeloma (MM) translates into extended survival, but two subgroups of patients fall outside this paradigm: cases with unsustained CR, and patients that do not achieve CR but return into a monoclonal gammopathy of undetermined significance (MGUS)-like status with long-term survival. Here, we describe a novel automated flow cytometric classification focused on the analysis of the plasma-cell compartment to identify among newly diagnosed symptomatic MM patients (N=698) cases with a baseline MGUS-like profile, by comparing them to MGUS (N=497) patients and validating the classification model in 114 smoldering MM patients. Overall, 59 symptomatic MM patients (8%) showed an MGUS-like profile. Despite achieving similar CR rates after high-dose therapy/autologous stem cell transplantation vs other MM patients, MGUS-like cases had unprecedented longer time-to-progression (TTP) and overall survival (OS; ~60% at 10 years; P<0.001). Importantly, MGUS-like MM patients failing to achieve CR showed similar TTP (P=0.81) and OS (P=0.24) vs cases attaining CR. This automated classification also identified MGUS patients with shorter TTP (P=0.001, hazard ratio: 5.53) and ultra-high-risk smoldering MM (median TTP, 15 months). In summary, we have developed a biomarker that identifies a subset of symptomatic MM patients with an occult MGUS-like signature and an excellent outcome, independently of the depth of response.


Subject(s)
Algorithms , Flow Cytometry , Immunophenotyping , Monoclonal Gammopathy of Undetermined Significance/diagnosis , Multiple Myeloma/diagnosis , Paraproteinemias/diagnosis , Plasma Cells/pathology , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Case-Control Studies , Combined Modality Therapy , Disease Progression , Female , Follow-Up Studies , Hematopoietic Stem Cell Transplantation , Humans , Male , Middle Aged , Monoclonal Gammopathy of Undetermined Significance/immunology , Monoclonal Gammopathy of Undetermined Significance/therapy , Multiple Myeloma/immunology , Multiple Myeloma/therapy , Paraproteinemias/immunology , Paraproteinemias/therapy , Prognosis , Remission Induction , Transplantation, Autologous
6.
Sangre (Barc) ; 36(3): 193-6, 1991 Jun.
Article in Spanish | MEDLINE | ID: mdl-1948537

ABSTRACT

A retrospective study was performed of 33 cases of non Hodgkin's lymphoma in children diagnosed in our hospital. The mean age was 10 years and there were 24 males and 9 females. The distribution, according to Rappaport's diagnostic classification, was: 11 undifferentiated lymphomas, 9 lymphoblastic lymphomas, 6 diffuse histiocytic lymphomas, and 7 cases of other types. Of the 33 patients, 23 had bulky disease (over 5 cm. in diameter). The mean serum LDH and uric acid values were, respectively, 537 (68-2021) and 6.0 (2.7-19). According to Murphy's staging system, the distribution of the cases was as follows: I (1), II (4), III (12), IV (16). Since this study spreads for a long period, several protocols have been used in the treatment of the group, but most patients received the LSA2-L2 regimen. Complete remission (CR) was achieved in 26 cases (78%), this being 100% of the lymphoblastic lymphomas. After a mean follow-up of 45 months, the actuarial survival is 48.1%, and the disease-free survival of patients attaining CR is 60.4%. The prognostic factors analysed, such as histologic type, stage, and serum LDH showed no statistical significance, probably due to the low number of cases studied.


Subject(s)
Lymphoma, Non-Hodgkin/epidemiology , Abdominal Neoplasms/epidemiology , Abdominal Neoplasms/mortality , Abdominal Neoplasms/therapy , Adolescent , Adult , Child , Child, Preschool , Combined Modality Therapy , Female , Humans , Life Tables , Lymphoma, Non-Hodgkin/classification , Lymphoma, Non-Hodgkin/pathology , Lymphoma, Non-Hodgkin/therapy , Male , Mediastinal Neoplasms/epidemiology , Mediastinal Neoplasms/mortality , Mediastinal Neoplasms/therapy , Prognosis , Remission Induction , Retrospective Studies , Survival Rate
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