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1.
Eur J Neurol ; 27(5): 817-824, 2020 05.
Article in English | MEDLINE | ID: mdl-31994783

ABSTRACT

BACKGROUND AND PURPOSE: Early neurological deterioration (END) occurs in 20%-30% of patients with lacunar stroke and challenges their clinical management. This retrospective cohort study analyzed clinical and neuroimaging risk factors predicting the occurrence of END, the functional outcome after END and potential benefit from dual antiplatelet therapy (DAPT) in patients with lacunar strokes. METHODS: Factors associated with END and benefit from DAPT were retrospectively analyzed in 308 patients with lacunar stroke symptoms and detected lacunar infarction by magnetic resonance imaging. END was defined by deterioration of ≥3 total National Institutes of Health Stroke Scale (NIHSS) points, ≥2 NIHSS points for limb paresis or documented deterioration within 5 days after admission. Patients were treated with DAPT according to in-house standards. The primary efficacy end-point for functional outcome was fulfilled if NIHSS at discharge improved after END at least to the score at admission. RESULTS: Male gender [odds ratio (OR) 2.08; 95% confidence interval (CI) 1.09-4.00], higher age (OR = 1.65 per 10 years; 95% CI 1.18-2.31), motor paresis (OR = 18.89, 95% CI 4.66-76.57) and infarction of the internal capsule or basal ganglia (OR = 3.58, 95% CI 1.26-10.14) were associated with an increased risk for END. A larger diameter of infarction (OR = 0.85, 95% CI 0.76-0.95), more microangiopathic lesions (OR = 0.75, 95% CI 0.57-0.99) and pontine localization (OR = 0.29, 95% CI 0.12-0.65) were factors associated with unfavorable functional outcome after END occurred. Localization in the internal capsule or basal ganglia was identified as a significant predictive factor for a benefit from DAPT after END. CONCLUSIONS: Identified clinical and neuroimaging factors predicting END occurrence, functional outcome after END and potential benefit from DAPT might improve the clinical management of patients with lacunar strokes.


Subject(s)
Aspirin/administration & dosage , Aspirin/therapeutic use , Platelet Aggregation Inhibitors/administration & dosage , Platelet Aggregation Inhibitors/therapeutic use , Stroke, Lacunar/drug therapy , Aged , Female , Humans , Magnetic Resonance Imaging , Male , Prognosis , Retrospective Studies , Risk Factors , Stroke, Lacunar/diagnostic imaging , Treatment Outcome
2.
Neuropathol Appl Neurobiol ; 45(2): 108-118, 2019 02.
Article in English | MEDLINE | ID: mdl-30326163

ABSTRACT

AIMS: Mutations of isocitrate dehydrogenase (IDH)1/2 affect almost all astrocytomas of WHO grade II and III. A subset of IDH-mutant astrocytic tumours progresses to IDH-mutant glioblastoma or presents with the histology of a glioblastoma at first presentation. We set out here to assess the molecular spectrum of IDH-mutant glioblastomas. METHODS: We performed an integrated molecular analysis of a mono-centric cohort (n = 97); assessed through genome-wide DNA methylation analysis, copy-number profiling and targeted next generation sequencing using a neurooncology-tailored gene panel. RESULTS: Of these 97 IDH-mutant glioblastomas, 68 had a glioblastoma at first presentation ('de novo' IDH-mutant glioblastoma) and 29 emerged from a prior low-grade lesion ('evolved' IDH-mutant glioblastoma). Unsupervised hierarchical clustering of DNA methylation data disclosed that IDH-mutant glioblastoma ('de novo' and 'evolved') formed a distinct group separate from other diffuse glioma subtypes. Homozygous deletions of CDKN2A/B were found to be associated with shorter survival. CONCLUSIONS: This study demonstrates DNA methylation patterns in IDH-mutant glioblastoma to be distinct from lower-grade astrocytic counterparts but homogeneous within de novo and evolved IDH-mutant glioblastomas, and identifies CDKN2A as a marker for possible genetic sub-stratification.


Subject(s)
Astrocytoma/pathology , Brain Neoplasms/pathology , Glioblastoma/genetics , Glioma/pathology , Isocitrate Dehydrogenase/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Astrocytoma/genetics , Brain Neoplasms/genetics , Glioma/genetics , Humans , Middle Aged , Mutation/genetics , Neoplasm Grading/methods , Young Adult
3.
Radiologe ; 58(1): 72-78, 2018 Jan.
Article in German | MEDLINE | ID: mdl-28905085

ABSTRACT

BACKGROUND AND OBJECTIVES: In this study, we evaluated methods of quantification of tumor mass in whole-body MRI (wb-MRI) in multiple myeloma and correlated these with disease-related parameters in serum and bone marrow. MATERIALS AND METHODS: We retrospectively evaluated wb-MRIs of 52 patients with focal infiltration pattern and a total of 700 focal lesions (subsequently called lesions). We determined the longest diameter (LD), the segmented volume (SV), and the morphology (spherical or non-spherical). We correlated total number/volume of the lesions with clinical parameters and prognosis and furthermore LD with SV. After that we analyzed the agreement of SV and estimated volume (EV) using the volume formula of a sphere based on LD. RESULTS: Results showed no significant correlations of total number/volume with prognosis or clinical parameters. The latter were situated predominantly in the normal range. Furthermore, 10% of lesions were spherical. SV and LD correlated significantly in single lesions and on patient level. SV was in lesions <6 cm3 systematically larger and in lesions ≥6 cm3 smaller than EV. In 95%, we found in small lesions a deviation of EV versus SV from +0.9 cm3 to -4.6 cm3 and in large lesions from +160 cm3 to -111 cm3 (EV-SV). CONCLUSIONS: Quantification of tumor mass in the focal infiltration pattern is performed more accurately by volumetry than LD due to the predominant existence of non-spherical lesions. The patient cohort with clinical parameters predominantly in the normal range is distributed to ISS stage I and partly pretreated, a fact that makes interpretation of absent correlations more difficult. Consider also a variation in activitiy of lesions and a diffuse infiltration not detectable by MRI.


Subject(s)
Multiple Myeloma , Bone Marrow , Humans , Magnetic Resonance Imaging , Multiple Myeloma/diagnostic imaging , Prognosis , Retrospective Studies
4.
Leukemia ; 32(2): 383-390, 2018 02.
Article in English | MEDLINE | ID: mdl-28761118

ABSTRACT

The Dutch-Belgian Cooperative Trial Group for Hematology Oncology Group-65/German-speaking Myeloma Multicenter Group-HD4 (HOVON-65/GMMG-HD4) phase III trial compared bortezomib (BTZ) before and after high-dose melphalan and autologous stem cell transplantation (HDM, PAD arm) compared with classical cytotoxic agents prior and thalidomide after HDM (VAD arm) in multiple myeloma (MM) patients aged 18-65 years. Here, the long-term follow-up and data on second primary malignancies (SPM) are presented. After a median follow-up of 96 months, progression-free survival (censored at allogeneic transplantation, PFS) remained significantly prolonged in the PAD versus VAD arm (hazard ratio (HR)=0.76, 95% confidence interval (95% CI) of 0.65-0.89, P=0.001). Overall survival (OS) was similar in the PAD versus VAD arm (HR=0.89, 95% CI: 0.74-1.08, P=0.24). The incidence of SPM were similar between the two arms (7% each, P=0.73). The negative prognostic effects of the cytogenetic aberration deletion 17p13 (clone size ⩾10%) and renal impairment at baseline (serum creatinine >2 mg dl-1) on PFS and OS remained abrogated in the PAD but not VAD arm. OS from first relapse/progression was similar between the study arms (HR=1.02, P=0.85). In conclusion, the survival benefit with BTZ induction/maintenance compared with classical cytotoxic agents and thalidomide maintenance is maintained without an increased risk of SPM.


Subject(s)
Bortezomib/administration & dosage , Multiple Myeloma/drug therapy , Adolescent , Adult , Aged , Chromosome Aberrations/drug effects , Female , Follow-Up Studies , Hematopoietic Stem Cell Transplantation/methods , Humans , Male , Melphalan/therapeutic use , Middle Aged , Multiple Myeloma/mortality , Multiple Myeloma/pathology , Prognosis , Progression-Free Survival , Thalidomide/therapeutic use , Transplantation, Autologous/methods , Young Adult
5.
Blood Cancer J ; 7(8): e599, 2017 08 25.
Article in English | MEDLINE | ID: mdl-28841211

ABSTRACT

For decades, conventional skeletal survey (CSS) has been the standard imaging technique for multiple myeloma (MM). However, recently whole-body computed tomography (WBCT) has been implemented into the diagnostic criteria of MM. This analysis compares sensitivity and prognostic significance of WBCT and CSS in patients with smoldering MM (SMM) and MM. Fifty-four of 212 patients (25.5%) had a negative CSS and a positive WBCT for osteolytic lesions (P<0.0001). Of 66 patients with SMM based on CSS, 12 (22.2%) had osteolytic lesions on WBCT. In comparison, WBCT failed to detect some bone destructions in the appendicular skeleton possibly due to limitations of the field of view. Presence of lytic bone lesions in WBCT was of borderline prognostic significance (P=0.051) for SMM patients, with a median time to progression of 38 versus 82 months for those without bone destructions. In conclusion, WBCT identifies significantly more sites of bone destruction than CSS. More than 20% of patients with SMM according to CSS have in fact active MM detectable with WBCT. On the basis of this and other studies, WBCT (either computed tomography (CT) alone or as part of a positron emission tomography-CT protocol) should be considered the current standard for the detection of osteolytic lesions in MM.


Subject(s)
Multiple Myeloma/diagnostic imaging , Multiple Myeloma/mortality , Osteolysis/diagnostic imaging , Osteolysis/mortality , Positron-Emission Tomography , Tomography, X-Ray Computed , Adult , Aged , Aged, 80 and over , Disease-Free Survival , Female , Humans , Male , Middle Aged , Retrospective Studies , Survival Rate
7.
Leukemia ; 29(10): 2015-23, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25971364

ABSTRACT

Mutations of the tumor suppressor p53 lead to chemotherapy resistance and a dismal prognosis in chronic lymphocytic leukemia (CLL). Whereas p53 targets are used to identify patient subgroups with impaired p53 function, a comprehensive assessment of non-coding RNA targets of p53 in CLL is missing. We exploited the impaired transcriptional activity of mutant p53 to map out p53 targets in CLL by small RNA sequencing. We describe the landscape of p53-dependent microRNA/non-coding RNA induced in response to DNA damage in CLL. Besides the key p53 target miR-34a, we identify a set of p53-dependent microRNAs (miRNAs; miR-182-5p, miR-7-5p and miR-320c/d). In addition to miRNAs, the long non-coding RNAs (lncRNAs) nuclear enriched abundant transcript 1 (NEAT1) and long intergenic non-coding RNA p21 (lincRNA-p21) are induced in response to DNA damage in the presence of functional p53 but not in CLL with p53 mutation. Induction of NEAT1 and lincRNA-p21 are closely correlated to the induction of cell death after DNA damage. We used isogenic lymphoma cell line models to prove p53 dependence of NEAT1 and lincRNA-p21. The current work describes the p53-dependent miRNome and identifies lncRNAs NEAT1 and lincRNA-p21 as novel elements of the p53-dependent DNA damage response machinery in CLL and lymphoma.


Subject(s)
Apoptosis , Leukemia, Lymphocytic, Chronic, B-Cell/genetics , MicroRNAs/genetics , RNA, Long Noncoding/genetics , Tumor Suppressor Protein p53/genetics , Aged , Aged, 80 and over , Blotting, Western , Cell Proliferation , Chromatin Immunoprecipitation , DNA Damage , Female , Flow Cytometry , Humans , Male , Middle Aged , Neoplasm Staging , Prognosis , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Tumor Cells, Cultured , Tumor Suppressor Protein p53/metabolism
8.
Leukemia ; 29(8): 1721-9, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25787915

ABSTRACT

We aimed at demonstrating non-inferiority of bortezomib/cyclophosphamide/dexamethasone (VCD) compared to bortezomib/doxorubicin/dexamethasone (PAd) induction therapy with respect to very good partial response rates or better (⩾VGPR) in 504 newly diagnosed, transplant-eligible multiple myeloma patients. VCD was found to be non-inferior to PAd with respect to ⩾VGPR rates (37.0 versus 34.3%, P=0.001). The rates of progressive disease (PD) were 0.4% (VCD) versus 4.8% (PAd; P=0.003). In the PAd arm, 11 of 12 patients with PD had either renal impairment (creatinine ⩾2 mg/dl) at diagnosis or the cytogenetic abnormality gain 1q21, whereas no PD was observed in these subgroups in the VCD arm. Leukocytopenia/neutropenia (⩾3°) occurred more frequently in the VCD arm (35.2% versus 11.3%, P<0.001). Neuropathy rates (⩾2°) were higher in the PAd group (14.9 versus 8.4%, P=0.03). Serious adverse events, both overall and those related to thromboembolic events, were higher in the PAd group (32.7 versus 24.0%, P=0.04 and 2.8 versus 0.4%, P=0.04). Stem cell collection was not impeded by VCD. VCD is as effective as PAd in terms of achieving ⩾VGPR rates with fewer PD and has a favorable toxicity profile. Therefore, VCD is preferable to PAd as induction therapy.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Multiple Myeloma/drug therapy , Adult , Aged , Boronic Acids/administration & dosage , Bortezomib , Cyclophosphamide/administration & dosage , Dexamethasone/administration & dosage , Doxorubicin/administration & dosage , Female , Follow-Up Studies , Hematopoietic Stem Cell Mobilization , Humans , Induction Chemotherapy , Male , Middle Aged , Multiple Myeloma/mortality , Multiple Myeloma/pathology , Neoplasm Staging , Prognosis , Prospective Studies , Pyrazines/administration & dosage , Remission Induction , Survival Rate
9.
Leukemia ; 28(9): 1902-8, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24535407

ABSTRACT

Previous studies demonstrated the relevance of focal lesions (FL) in whole-body magnetic resonance imaging (wb-MRI) at the initial workup of patients with smoldering multiple myeloma (SMM). The aim of this study was to assess the effects of longitudinal wb-MRIs on progression into multiple myeloma (MM). Sixty-three patients with SMM were analyzed who received at least two wb-MRIs for follow-up before progression into MM. Radiological progressive disease (MRI-PD) was defined as detection of new FL or increase in diameter of existing FL and a novel or progressive diffuse infiltration. Radiological stable disease (MRI-SD) was defined by no change compared with the prior MRI. Patients were followed-up every 3-6 months, including a serological and clinical evaluation. One Hundred and eighty-two wb-MRIs were analyzed. MRI-PD occurred in 31 patients (49%), and 25 (40%) patients developed MM. MRI-PD was highly significantly associated with progression into MM, regardless of findings at the initial MRI. In multivariate analysis, MRI-PD remained a risk factor, independent of relevant baseline parameters like serum monoclonal protein or ⩾95% aberrant plasma cells in the bone marrow. Patients with MRI-SD had no higher risk of progression, even when FL were present at the initial MRI. Therefore, MRI is suitable for the follow-up of patients with SMM.


Subject(s)
Magnetic Resonance Imaging/methods , Multiple Myeloma/pathology , Adult , Aged , Humans , Middle Aged , Predictive Value of Tests , Proportional Hazards Models , Retrospective Studies
10.
Leukemia ; 28(1): 174-8, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23958921

ABSTRACT

Radiological skeletal survey or computed tomography are currently applied to assess bone diseases in patients with monoclonal plasma cell disorders. Whole-body magnetic resonance imaging (whole-body MRI) allows detecting the infiltration of clonal cells in nearly the whole bone marrow compartment even before bone destruction has occurred. Those MRI results (i.e., patterns of bone marrow infiltration) have been demonstrated to be of prognostic significance in patients with symptomatic as well as asymptomatic multiple myeloma. We have therefore analyzed the findings of whole-body MRI in 137 consecutive individuals with monoclonal gammopathy of undetermined significance (MGUS). A focal infiltration pattern was detected in 23.4% of patients. Presence and number of focal lesions as well as value of M-Protein were of independent prognostic significance for progression into a symptomatic disease requiring systemic treatment (P=0.02; P<0.0001 and P=0.0005, respectively). Lower homogeneous signal intensities in T1-weighted images were related to a physiologically higher bone marrow cellularity in younger individuals (P=0.002). We conclude that whole-body MRI identifies patients with focal accumulations of presumably monoclonal cells in bone marrow with prognostic impact concerning the risk of progression into symptomatic disease.


Subject(s)
Magnetic Resonance Imaging/methods , Monoclonal Gammopathy of Undetermined Significance/pathology , Humans
11.
Int J Hematol ; 97(6): 765-72, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23616219

ABSTRACT

Administration of bisphosphonates (BPs) is an essential supportive treatment for reducing bone-related complications in cancer. Deterioration of renal function is one possible side effect of BPs as well as a clinical feature in multiple myeloma. It has been suggested that the nephrotoxicity of different BPs may differ. We performed a retrospective evaluation of renal function in 201 myeloma patients undergoing myeloablative chemotherapy and treatment with ibandronate (I), pamidronate (P), or zoledronate (Z) for up to 36 months. There was no significant deterioration in mean creatinine clearance (CreaCl) in the entire cohort. The percentage of patients experiencing a decrease in CreaCl ≥ 25 % from baseline was 33.0 % in the I group, 44.4 % in the P group and 21.4 % in the Z group, respectively. CreaCl at baseline (P < 0.0001), relapse/progression (P = 0.0019), proteinuria at baseline (P = 0.039), age (P = 0.0031) were identified as significant independent predictors of decrease in renal function. In both descriptive multivariant analyses, we found no evidence of an advantage of any particular BP with respect to effects on renal function. In line with these data, in a subgroup of 90 patients with a baseline CreaCl <90 ml/min, no significant difference was evident between the cohorts of patients treated with different BPs. Regular treatment with the BPs I, P and Z in myeloma patients undergoing intensive chemotherapy appear to be equally safe for up to 3 years in terms of nephrotoxicity.


Subject(s)
Bone Density Conservation Agents/therapeutic use , Diphosphonates/therapeutic use , Kidney/physiopathology , Multiple Myeloma/drug therapy , Multiple Myeloma/physiopathology , Adult , Aged , Bone Density Conservation Agents/administration & dosage , Bone Density Conservation Agents/adverse effects , Creatinine/blood , Creatinine/urine , Diphosphonates/administration & dosage , Diphosphonates/adverse effects , Follow-Up Studies , Hematopoietic Stem Cell Transplantation , Humans , Kidney Function Tests , Middle Aged , Multiple Myeloma/therapy , Remission Induction , Retrospective Studies , Time Factors , Treatment Outcome
12.
Oncogene ; 32(9): 1173-82, 2013 Feb 28.
Article in English | MEDLINE | ID: mdl-22508479

ABSTRACT

Epithelial-mesenchymal transition (EMT) is an initiating event in tumor cell invasion and metastasis. It has been shown to occur in resistance to a range of cancer therapies, including tamoxifen. MicroRNAs (miRNAs) have been associated with EMT as well as resistance to standard therapies. To investigate the role of miRNAs in the development of resistance to tamoxifen as well as accompanying EMT-like properties, we established a tamoxifen-resistant (TamR) model by continually exposing MCF-7 breast cancer cells to tamoxifen. In addition to the molecular changes known to be involved in acquired tamoxifen resistance, TamR cells displayed mesenchymal features and had increased invasiveness. Genome-wide miRNA microarray analysis revealed that miRNA-375 was among the top downregulated miRNAs in resistant cells. Re-expression of miR-375 was sufficient to sensitize TamR cells to tamoxifen and partly reversed EMT. A combination of mRNA profiling, bioinformatics analysis and experimental validation identified metadherin (MTDH) as a direct target of miR-375. Knockdown of MTDH partially phenocopied the effects of miR-375 on the sensitivity to tamoxifen and the reversal of EMT. We observed an inverse correlation between the expression of miR-375 and its target MTDH in primary breast cancer samples, implying the pathological relevance of targeting. Finally, tamoxifen-treated patients with higher expression of MTDH had a shorter disease-free survival and higher risk of relapse. As most cancer-related deaths occur because of resistance to standard therapies and metastasis, re-expression of miR-375 or targeting MTDH might serve as potential therapeutic approaches for the treatment of TamR breast cancer.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/pathology , Cell Adhesion Molecules/metabolism , Drug Resistance, Neoplasm/genetics , Epithelial-Mesenchymal Transition , MicroRNAs/physiology , Tamoxifen/pharmacology , Cell Line, Tumor , Disease-Free Survival , Gene Expression Regulation, Neoplastic , Humans , Membrane Proteins , Neoplasm Invasiveness/genetics , Quinazolines , RNA-Binding Proteins
13.
Am J Hematol ; 87(10): E68-71, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22847344
14.
Ann Oncol ; 23(7): 1795-802, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22228447

ABSTRACT

BACKGROUND: Overexpression of L1-cell adhesion molecule (L1CAM) has been observed for various carcinomas and correlates with poor prognosis and late-stage disease. In vitro, L1CAM enhances proliferation, cell migration, adhesion and chemoresistance. We tested L1CAM and interleukin-1 beta (IL-1ß) expression in tumor samples and ascitic fluid from ovarian carcinoma patients to examine its role as a prognostic marker. PATIENTS AND METHODS: We investigated tumor samples and ascitic fluid from 232 serous ovarian carcinoma patients for L1CAM by enzyme-linked immunosorbent assay. L1CAM expression was correlated with pathoclinical parameters and patients' outcome. IL-1ß levels were measured in tumor cell lysates. Ovarian cancer cell lines were analyzed for the contribution of L1CAM to IL-1ß production and nuclear factor 'kappa-light-chain-enhancer' of activated B-cells (NF-κB) activation. RESULTS: We observed that L1CAM-expressing tumors show a highly invasive phenotype associated with restricted tumor resectability at primary debulking surgery and increased lymphogenic spread. Soluble L1CAM proved to be a marker for poor progression-free survival and chemoresistance. In ovarian carcinoma cell lines, the specific knock-down of L1CAM reduces IL-1ß expression and NF-κB activity. CONCLUSIONS: L1CAM expression contributes to the invasive and metastatic phenotype of serous ovarian carcinoma. L1CAM expression and shedding in the tumor microenvironment could contribute to enhanced invasion and tumor progression through increased IL-1ß production and NF-κB activation.


Subject(s)
Carcinoma/metabolism , NF-kappa B/metabolism , Neural Cell Adhesion Molecule L1/metabolism , Ovarian Neoplasms/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Ascitic Fluid/metabolism , Carcinoma/mortality , Carcinoma/secondary , Carcinoma/therapy , Cell Line, Tumor , Disease-Free Survival , Female , Humans , Interleukin-1beta/genetics , Interleukin-1beta/metabolism , Kaplan-Meier Estimate , Lymphatic Metastasis , Middle Aged , Multivariate Analysis , Neoplasm Invasiveness , Ovarian Neoplasms/mortality , Ovarian Neoplasms/pathology , Ovarian Neoplasms/therapy , Phenotype , Prognosis , Young Adult
15.
Stat Med ; 29(7-8): 818-29, 2010 Mar 30.
Article in English | MEDLINE | ID: mdl-20213714

ABSTRACT

As part of the validation of any statistical model, it is a good statistical practice to quantify the prediction accuracy and the amount of prognostic information represented by the model; this includes gene expression signatures derived from high-dimensional microarray data. Several approaches exist for right-censored survival data measuring the gain in prognostic information compared with established clinical parameters or biomarkers in terms of explained variation or explained randomness. They are either model-based or use estimates of prediction accuracy.As these measures differ in their underlying mechanisms, they vary in their interpretation, assumptions and properties, in particular in how they deal with the presence of censoring. It remains unclear, under what conditions and to what extent they are comparable. We present a comparison of several common measures and illustrate their behaviour in high-dimensional situations in simulation examples as well as in applications to real gene expression microarray data sets. An overview of available software implementations in R is given.


Subject(s)
Biostatistics , Gene Expression Profiling/statistics & numerical data , Oligonucleotide Array Sequence Analysis/statistics & numerical data , Survival Analysis , Computer Simulation , Humans , Lymphoma, Large B-Cell, Diffuse/genetics , Lymphoma, Large B-Cell, Diffuse/mortality , Prognosis , Software
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