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1.
Fed Regist ; 82(247): 61163-6, 2017 Dec 27.
Artigo em Inglês | MEDLINE | ID: mdl-29319938

RESUMO

The Food and Drug Administration (FDA or we) is classifying the flow cytometric test system for hematopoietic neoplasms into class II (special controls). The special controls that apply to the device type are identified in this order and will be part of the codified language for the flow cytometric test system for hematopoietic neoplasms' classification. We are taking this action because we have determined that classifying the device into class II (special controls) will provide a reasonable assurance of safety and effectiveness of the device. We believe this action will also enhance patients' access to beneficial innovative devices, in part by reducing regulatory burdens.


Assuntos
Segurança de Equipamentos/classificação , Citometria de Fluxo/classificação , Citometria de Fluxo/instrumentação , Imunofenotipagem/classificação , Imunofenotipagem/instrumentação , Neoplasias Hematológicas/sangue , Humanos
2.
Braz. j. med. biol. res ; 48(12): 1095-1100, Dec. 2015. graf
Artigo em Inglês | LILACS | ID: lil-762920

RESUMO

In DNA vaccines, the gene of interest is cloned into a bacterial plasmid that is engineered to induce protein production for long periods in eukaryotic cells. Previous research has shown that the intramuscular immunization of BALB/c mice with a naked plasmid DNA fragment encoding the Mycobacterium leprae 65-kDa heat-shock protein (pcDNA3-Hsp65) induces protection against M. tuberculosis challenge. A key stage in the protective immune response after immunization is the generation of memory T cells. Previously, we have shown that B cells capture plasmid DNA-Hsp65 and thereby modulate the formation of CD8+ memory T cells after M. tuberculosis challenge in mice. Therefore, clarifying how B cells act as part of the protective immune response after DNA immunization is important for the development of more-effective vaccines. The aim of this study was to investigate the mechanisms by which B cells modulate memory T cells after DNA-Hsp65 immunization. C57BL/6 and BKO mice were injected three times, at 15-day intervals, with 100 µg naked pcDNA-Hsp65 per mouse. Thirty days after immunization, the percentages of effector memory T (TEM) cells (CD4+ and CD8+/CD44high/CD62Llow) and memory CD8+ T cells (CD8+/CD44high/CD62Llow/CD127+) were measured with flow cytometry. Interferon γ, interleukin 12 (IL-12), and IL-10 mRNAs were also quantified in whole spleen cells and purified B cells (CD43−) with real-time qPCR. Our data suggest that a B-cell subpopulation expressing IL-10 downregulated proinflammatory cytokine expression in the spleen, increasing the survival of CD4+ TEM cells and CD8+ TEM/CD127+ cells.


Assuntos
Animais , Masculino , Camundongos , Linfócitos B/imunologia , Proteínas de Choque Térmico/imunologia , Imunomodulação/genética , /genética , RNA Mensageiro/imunologia , Subpopulações de Linfócitos T/imunologia , Linfócitos B/metabolismo , Citometria de Fluxo , Expressão Gênica/genética , Proteínas de Choque Térmico/uso terapêutico , Memória Imunológica/fisiologia , Imunofenotipagem/classificação , Mediadores da Inflamação/análise , Interferon gama/análise , /imunologia , /análise , Camundongos Knockout , Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase Via Transcriptase Reversa , RNA Mensageiro/genética , Baço/citologia , Baço/imunologia , Subpopulações de Linfócitos T/classificação , Vacinas de DNA/imunologia , Vacinas de DNA/uso terapêutico
3.
Braz J Med Biol Res ; 48(12): 1095-100, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26397973

RESUMO

In DNA vaccines, the gene of interest is cloned into a bacterial plasmid that is engineered to induce protein production for long periods in eukaryotic cells. Previous research has shown that the intramuscular immunization of BALB/c mice with a naked plasmid DNA fragment encoding the Mycobacterium leprae 65-kDa heat-shock protein (pcDNA3-Hsp65) induces protection against M. tuberculosis challenge. A key stage in the protective immune response after immunization is the generation of memory T cells. Previously, we have shown that B cells capture plasmid DNA-Hsp65 and thereby modulate the formation of CD8+ memory T cells after M. tuberculosis challenge in mice. Therefore, clarifying how B cells act as part of the protective immune response after DNA immunization is important for the development of more-effective vaccines. The aim of this study was to investigate the mechanisms by which B cells modulate memory T cells after DNA-Hsp65 immunization. C57BL/6 and BKO mice were injected three times, at 15-day intervals, with 100 µg naked pcDNA-Hsp65 per mouse. Thirty days after immunization, the percentages of effector memory T (TEM) cells (CD4+ and CD8+/CD44high/CD62Llow) and memory CD8+ T cells (CD8+/CD44high/CD62Llow/CD127+) were measured with flow cytometry. Interferon γ, interleukin 12 (IL-12), and IL-10 mRNAs were also quantified in whole spleen cells and purified B cells (CD43-) with real-time qPCR. Our data suggest that a B-cell subpopulation expressing IL-10 downregulated proinflammatory cytokine expression in the spleen, increasing the survival of CD4+ TEM cells and CD8+ TEM/CD127+ cells.


Assuntos
Linfócitos B/imunologia , Proteínas de Choque Térmico/imunologia , Imunomodulação/genética , Interleucina-10/genética , RNA Mensageiro/imunologia , Subpopulações de Linfócitos T/imunologia , Animais , Linfócitos B/metabolismo , Citometria de Fluxo , Expressão Gênica/genética , Proteínas de Choque Térmico/uso terapêutico , Memória Imunológica/fisiologia , Imunofenotipagem/classificação , Mediadores da Inflamação/análise , Interferon gama/análise , Interleucina-10/imunologia , Interleucina-12/análise , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , RNA Mensageiro/genética , Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Baço/citologia , Baço/imunologia , Subpopulações de Linfócitos T/classificação , Vacinas de DNA/imunologia , Vacinas de DNA/uso terapêutico
4.
Autoimmunity ; 46(5): 336-41, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-23231469

RESUMO

The response of the immune system against dying and dead cells strongly depends on the cell death phenotype. Beside other forms of cell death, two clearly distinct populations, early apoptotic and secondary necrotic cells, have been shown to induce anti-inflammation/tolerance and inflammation/immune priming, respectively. Cytofluorometry is a powerful technique to detect morphological and phenotypical changes occurring during cell death. Here, we describe a new technique using AnnexinA5, propidiumiodide, DiIC1(5) and Hoechst 33342 to sub-classify populations of apoptotic and/or necrotic cells. The method allows the fast and reliable identification of several different phases and pathways of cell death by analysing the following cell death associated changes in a single tube: cellular granularity and shrinkage, phosphatidylserine exposure, ion selectivity of the plasma membrane, mitochondrial membrane potential, and DNA content. The clear characterisation of cell death is of major importance for instance in immunization studies, in experimental therapeutic settings, and in the exploration of cell-death associated diseases. It also enables the analysis of immunological properties of distinct populations of dying cells and the pathways involved in this process.


Assuntos
Apoptose/imunologia , Citometria de Fluxo/classificação , Citometria de Fluxo/métodos , Morte Celular/imunologia , Células Cultivadas , Citometria de Fluxo/instrumentação , Humanos , Imunofenotipagem/classificação , Imunofenotipagem/métodos , Células Jurkat , Necrose
5.
BMC Gastroenterol ; 12: 77, 2012 Jun 25.
Artigo em Inglês | MEDLINE | ID: mdl-22726454

RESUMO

BACKGROUND: Recent studies showed that diffuse large B-cell lymphoma (DLBCL) could be classified into germinal centre B cell-like (GCB) and non-germinal centre B cell-like (non-GCB) phenotypes according to CD10,Bcl-6 and MUM1 expression. But primary gastrointestinal DLBCL has rarely been studied. This study was aimed to investigate the relationship between immunophenotypic classification, therapeutic outcomes and the prognosis of patients with primary gastrointestinal DLBCL. METHODS: Between 1998 and 2010, there were 151 patients studied at Shanghai Renji Hospital with a histopathological diagnosis of primary gastrointestinal DLBCL. Immunohistochemistry was performed using EnVision methods for CD10, BCL-6 and MUM1. The clinicopathologic features and follow-up data were analyzed by the Kaplan-Meier method, log-rank test and χ2 test. RESULTS: According to the expression of CD10, BCL-6 and MUM1, 31.8 % (48/151) of the cases belonged to the GCB subtype and 68.2 % (103/151) belonged to the non-GCB subtype. There was a significant difference of local lymph node metastasis between the GCB and non-GCB groups (P < 0.05). Patients in the GCB group had a better survival rate than those in the non-GCB group (5-year survival rate, 65.2 % vs 36.4 %, P < 0.05). In the GCB group, there was no significant difference in survival rates in patients receiving R-CHOP and CHOP therapy (P > 0.05). In the non-GCB group, the survival rate in patients treated with R-CHOP therapy was significantly longer than those treated with CHOP therapy (5-year survival rate, 62.8 % vs 30.8 %, P < 0.05). CONCLUSIONS: The immunophenotype classification of gastrointestinal DLBCL, which is closely related to local lymph node metastasis, is found to have prognostic significance. Immunophenotype classification is also useful in selecting the chemotherapy protocol.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Povo Asiático/etnologia , Neoplasias Gastrointestinais/tratamento farmacológico , Neoplasias Gastrointestinais/imunologia , Imunofenotipagem/classificação , Linfoma Difuso de Grandes Células B/tratamento farmacológico , Linfoma Difuso de Grandes Células B/imunologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Ciclofosfamida/administração & dosagem , Doxorrubicina/administração & dosagem , Feminino , Neoplasias Gastrointestinais/mortalidade , Humanos , Fatores Reguladores de Interferon/metabolismo , Estimativa de Kaplan-Meier , Linfoma Difuso de Grandes Células B/mortalidade , Masculino , Pessoa de Meia-Idade , Neprilisina/metabolismo , Prednisona/administração & dosagem , Prognóstico , Proteínas Proto-Oncogênicas c-bcl-6/metabolismo , Estudos Retrospectivos , Taxa de Sobrevida , Resultado do Tratamento , Vincristina/administração & dosagem , Adulto Jovem
6.
In. Torre Montejo, Ernesto de la; Pelayo González-Posada, Eduardo José. Pediatría Tomo V. La Habana, Ecimed, 2009. .
Monografia em Espanhol | CUMED | ID: cum-45701
7.
Cell Transplant ; 16(6): 563-77, 2007.
Artigo em Inglês | MEDLINE | ID: mdl-17912948

RESUMO

Duchenne muscular dystrophy (DMD) is a lethal X-linked recessive muscle disease due to defect on the gene encoding dystrophin. The lack of a functional dystrophin in muscles results in the fragility of the muscle fiber membrane with progressive muscle weakness and premature death. There is no cure for DMD and current treatment options focus primarily on respiratory assistance, comfort care, and delaying the loss of ambulation. Recent works support the idea that stem cells can contribute to muscle repair as well as to replenishment of the satellite cell pool. Here we tested the safety of autologous transplantation of muscle-derived CD133+ cells in eight boys with Duchenne muscular dystrophy in a 7-month, double-blind phase I clinical trial. Stem cell safety was tested by measuring muscle strength and evaluating muscle structures with MRI and histological analysis. Timed cardiac and pulmonary function tests were secondary outcome measures. No local or systemic side effects were observed in all treated DMD patients. Treated patients had an increased ratio of capillary per muscle fibers with a switch from slow to fast myosin-positive myofibers.


Assuntos
Antígenos CD/metabolismo , Glicoproteínas/metabolismo , Distrofia Muscular de Duchenne/terapia , Mioblastos Esqueléticos/transplante , Peptídeos/metabolismo , Antígeno AC133 , Adolescente , Antígenos CD/classificação , Antígenos CD/isolamento & purificação , Criança , Método Duplo-Cego , Estudos de Viabilidade , Seguimentos , Glicoproteínas/classificação , Glicoproteínas/isolamento & purificação , Humanos , Separação Imunomagnética/classificação , Imunofenotipagem/classificação , Injeções Intramusculares , Masculino , Contração Muscular/fisiologia , Músculo Esquelético/citologia , Distrofia Muscular de Duchenne/patologia , Mioblastos Esqueléticos/citologia , Peptídeos/classificação , Peptídeos/isolamento & purificação , Transplante de Células-Tronco , Células-Tronco/citologia , Transplante Autólogo , Transplante Homólogo/efeitos adversos , Resultado do Tratamento
8.
J Mammary Gland Biol Neoplasia ; 10(3): 273-80, 2005 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-16807806

RESUMO

Until recently the myoepithelial cell has been studied relatively little in terms of its role in breast cancer. A number of malignancies showing myoepithelial differentiation have been reported in the literature, although they are still thought to be relatively rare and only limited studies are published. As a result of recent expression profiling experiments, one type of tumor with myoepithelial features, the so-called 'basal' breast cancer, has received a renewed interest, although it has been known to pathologists for more than two decades. These tumors, which express markers of both luminal and myoepithelial cells, are now being studied using antibodies against some new molecules that have emerged from studies of sorted normal luminal and myoepithelial cells. These immunohistochemical data, combined with genomic studies, may lead to better identification and management of patients with 'basal' tumors.


Assuntos
Neoplasias da Mama/patologia , Mama/patologia , Células Epiteliais/patologia , Imunofenotipagem/classificação , Mioepitelioma/patologia , Neoplasia de Células Basais/patologia , Células-Tronco/patologia , Animais , Biomarcadores/análise , Mama/metabolismo , Neoplasias da Mama/metabolismo , Diferenciação Celular , Separação Celular/classificação , Transformação Celular Neoplásica , Células Epiteliais/metabolismo , Humanos , Queratinas/análise , Mioepitelioma/metabolismo , Neoplasia de Células Basais/metabolismo , Células-Tronco/metabolismo
9.
Oncologist ; 9(3): 247-58, 2004.
Artigo em Inglês | MEDLINE | ID: mdl-15169980

RESUMO

T-cell large granular lymphocyte (LGL) leukemia is a clonal proliferation of cytotoxic T cells, which causes neutropenia, anemia, and/or thrombocytopenia. This condition is often associated with autoimmune disorders, especially rheumatoid arthritis, and other lymphoproliferative disorders. The diagnosis is suggested by flow cytometry demonstrating an expansion of CD8(+)CD57(+) T cells and is confirmed by T-cell receptor gene rearrangement studies. Mounting evidence suggests that LGL leukemia is a disorder of dysregulation of apoptosis through abnormalities in the Fas/Fas ligand pathway. In most patients, this is an indolent disorder, and significant improvement of cytopenias can be achieved with immunosuppressive agents such as steroids, methotrexate, cyclophosphamide, and cyclosporin A. This review provides a concise, up-to-date summary of LGL leukemia and the related, more aggressive, malignancies of cytotoxic T cells and natural killer cells.


Assuntos
Leucemia de Células T , Idoso , Doenças Autoimunes/complicações , Feminino , Humanos , Imunofenotipagem/classificação , Células Matadoras Naturais/patologia , Leucemia de Células T/complicações , Leucemia de Células T/diagnóstico , Leucemia de Células T/patologia , Leucemia de Células T/terapia , Transtornos Linfoproliferativos/complicações , Masculino , Pessoa de Meia-Idade , Síndromes Mielodisplásicas/complicações , Aplasia Pura de Série Vermelha/complicações
10.
Microbes Infect ; 5(9): 757-67, 2003 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-12850201

RESUMO

Virus-specific CD8(+) T cells play an important role in controlling viral replication during acute primary infection. At this early stage, mucosal tissues represent a major site of viral replication. Therefore, the presence of functional virus-specific CD8(+) effector T cells in the mucosa during primary infection is a key issue in the pathogenesis of infection. In order to evaluate the extent of this response, six rhesus macaques were infected with simian immunodeficiency virus (SIV)mac251 and sacrificed on day 28 following infection. The functional activity of SIV-effector CD8(+) T cells was evaluated by means of a gamma-IFN ELISpot assay with autologous cells expressing SIV env, gag, pol and nef genes as antigen-presenting cells. This evaluation was performed on PBMCs, spleen, peripheral lymph node, gut-associated lymph node and lamina propria lymphocytes isolated from different mucosal sites. In parallel, the cell-associated viral load was quantified in all these tissues. Five macaques had gamma-IFN SIV-specific CD8(+) T cells in PBMCs and/or lymph nodes. However, in these macaques, these CD8(+) T cells were only present in seven mucosal sites out of 24 tested (the lamina propria lymphocytes of the duodenum, jejunum, ileum and colon were evaluated separately for each animal), whereas they were detected in all corresponding gut-associated lymph nodes. In addition, the mean frequency of SIV-specific gamma-IFN-secreting CD8(+) T cells was 117 +/- 228 per 10(6) cells in the lamina propria vs. 958 +/- 1184 in gut associated lymph nodes (P = 0.001). No overall correlation was observed between the CD8(+) T-cell activity and the viral load: among the 17 mucosal sites in which the virus was isolated, no specific activity was detected in 13 sites. In conclusion, these data indicate that the frequencies of SIV-specific gamma-IFN-secreting CD8(+) T cells are low in the mucosa during early primary infection. This may be of importance with regard to the intense viral replication observed in the mucosa at this stage.


Assuntos
Linfócitos T CD8-Positivos/imunologia , Imunidade nas Mucosas , Síndrome de Imunodeficiência Adquirida dos Símios/imunologia , Vírus da Imunodeficiência Símia/imunologia , Animais , Imunofenotipagem/classificação , Interferon gama/biossíntese , Linfonodos/imunologia , Linfonodos/virologia , Macaca mulatta , Subpopulações de Linfócitos T/imunologia , Subpopulações de Linfócitos T/fisiologia , Linfócitos T Reguladores/metabolismo , Carga Viral , Viremia
11.
Blood ; 100(7): 2349-56, 2002 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-12239142

RESUMO

Myelodysplastic syndromes (MDSs) are heterogeneous diseases of bone marrow (BM) cell precursors for which immunophenotypic characterization is still considered irrelevant despite the accuracy and sensitivity of flow cytometry techniques. The aim of this study was to determine whether immunophenotypic abnormalities could be defined in MDSs and could correlate with the French-American-British classification and cytogenetics. Analysis was performed on 275 BM samples (207 MDS patients, 68 controls) and 25 control blood samples. Immunophenotyping was based on a primary gating of blast cells, monocytes, and granulocytes according to CD45 antigen expression and side scatter light diffraction. Immunophenotypic hierarchical clustering was performed to analyze the results. The data obtained show that (1) immunophenotypic clustering partly discriminates patients with refractory anemia with excess blasts/refractory anemia with excess blasts in transformation (RAEB/RAEB-T), chronic myelomonocytic leukemia (CMML), and refractory anemia/refractory anemia with ring sideroblasts (RA/RARS) for CD45(lo) blast cells and patients with RA/CMML, RARS, and RAEB/RAEB-T for CD45(hi)/side scatter(hi) (SS(hi)) granulocytes; (2) the most discriminating markers were CD16, CD34, CD36, CD38, CD71, and HLA-DR for blast cells and CD11b, CD13, CD33, CD36, CD38, CD71, and HLA-DR for CD45(hi)/SS(hi) granulocytes; (3) clusters related to CD34 expression were associated with high levels of blast cells on BM smear; (4) clusters related to high levels of CD36 expression on CD45(lo) blast cells and CD45(hi)/SS(hi) granulocytes were associated with a poor International Prognosis Scoring System score; and (5) high levels of CD71 expression on CD45(hi)/SS(hi) granulocytes were associated with the RARS category. These results show a close relationship between immunophenotypic abnormalities and BM dysplasia and suggest that flow cytometry could be a future tool for the characterization of MDSs.


Assuntos
Antígenos CD/análise , Imunofenotipagem/classificação , Síndromes Mielodisplásicas/imunologia , Antígenos CD/imunologia , Antígenos CD34/análise , Células da Medula Óssea/imunologia , Células da Medula Óssea/patologia , Análise por Conglomerados , Humanos , Imunofenotipagem/métodos , Antígenos Comuns de Leucócito/análise , Síndromes Mielodisplásicas/classificação , Síndromes Mielodisplásicas/patologia
12.
Leukemia ; 16(7): 1233-58, 2002 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-12094248

RESUMO

Multi-parameter flow cytometry, molecular genetics, and cytogenetic studies have all contributed to new classification of leukemia. In this review we discuss immunophenotypic characteristics of major genotypic leukemia categories. We describe immunophenotype of: B-lineage ALL with MLL rearrangements, TEL/AML1, BCR/ABL, E2A/PBX1 translocations, hyperdiploidy, and myc fusion genes; T-ALL with SCL gene aberrations and t(5;14) translocation; and AML with AML1/ETO, PML/RARalpha, OTT/MAL and CBFbeta/MYH11 translocations, trisomies 8 or 11 and aberrations of chromosomes 7 and 5. Whereas some genotypes associate with certain immunophenotypic features, others can present with variable immunophenotype. Single molecules (as NG2, CBFbeta/SMMHC and PML/RARalpha proteins) associated with or derived from specific translocations have been described. More often, complex immunophenotype patterns have been related to the genotype categories. Most known associations between immunophenotype and genotype have been defined empirically. Therefore, these associations should be validated in independent patient cohorts before they can be widely used for prescreening of leukemia. Progress in our knowledge on leukemia will show how the molecular-genetic changes modulate the immunophenotype as well as how the expressed protein molecules further modulate cell behavior.


Assuntos
Antígenos de Neoplasias/genética , Imunofenotipagem , Leucemia , Doença Aguda , Antígenos de Neoplasias/biossíntese , Antígenos de Neoplasias/imunologia , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica/imunologia , Genótipo , Humanos , Imunofenotipagem/classificação , Leucemia/classificação , Leucemia/genética , Leucemia/imunologia
13.
Med Inform Internet Med ; 26(4): 309-23, 2001.
Artigo em Inglês | MEDLINE | ID: mdl-11783714

RESUMO

The interpretation of immunophenotyping results by flow cytometry involves pattern recognition of different haematologic neoplasms that may have similar immunologic marker patterns. The numerous markers available in the flow cytometry laboratory make these patterns difficult to remember, especially for those of uncommon neoplasms. We describe the design and implementation of a Web-based database for diagnosis of haematologic neoplasms using results of immunophenotyping by flow cytometry. This database aims to assist pathology and haematology residents in interpreting flow cytometry data, and is designed to reach a wide base of users who use a variety of browsers on different computer platforms. Five modules are developed in this comprehensive program: (a) differential diagnosis: to generate a list of differential diagnoses that closely match the marker results in a given case; (b) display of disorders: typical results of markers for each disorder; (c) display of markers: relevant information of each immunologic marker; (d) display of archived cases for a disorder: marker results of cases previously diagnosed for a disorder; and (e) display of summary for archived cases: summary of marker results of all the archived cases for each disorder. Our experience with this Web-based database in teaching pathology residents has been very encouraging. Since the World Wide Web is increasingly more accessible to computer users, it has become an ideal medium for distribution of clinical decision-support software.


Assuntos
Biomarcadores Tumorais , Bases de Dados Factuais , Diagnóstico por Computador , Neoplasias Hematológicas/diagnóstico , Internet , Antígenos CD , Gráficos por Computador , Sistemas de Apoio a Decisões Clínicas , Diagnóstico Diferencial , Citometria de Fluxo , Sistemas de Informação Hospitalar , Humanos , Imunofenotipagem/classificação , Serviço Hospitalar de Patologia , Patologia Clínica/educação , Reconhecimento Automatizado de Padrão , Software , Texas
14.
Cytometry ; 41(1): 9-18, 2000 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-10942891

RESUMO

BACKGROUND: The goal of this study was to evaluate a self-learning algorithm for the computer classification of information extracted from flow cytometric immunophenotype list mode files from high-grade non-Hodgkin's lymphoma (NHL), Hodgkin's disease (HD), and multiple myeloma (MM). Materials and Methods Bone marrow aspirates (BMA) were obtained from untreated NHL (n = 51), HD (n = 9), or MM (n = 13) patients. Bone marrow aspirates were not infiltrated in NHL and HD patients as confirmed by thorough histologic and cytologic investigation; however, MM patients showed an infiltration rate >50% by malignant myeloma cells. Peripheral blood leukocyte (PBL) samples were taken from age-matched healthy volunteers (n = 44) as easily available control material. A second control group of 15 healthy volunteers, from whom BMA and PBL samples were available, allowed us to differentiate whether the observed classification results on malignant samples were due to the malignant process or simply to the inherent differences between BMA and PBL. Bone marrow aspirates and PBL were analyzed by the same immunophenotyping antibody panel (CD45/14/20, CD4/8/3, kappa/CD19/5, lambda/CD19/5). The acquired list mode data files were analyzed and classified by the self-learning triple matrix classification algorithms CLASSIF1 following a priori separation of the data into a learning set and unknown test set. After completion of the learning phase, known patient samples were reclassified and unknown samples prospectively classified by the algorithm. RESULTS: Highly discriminatory information was extracted for the various lymphoma entities. The most discriminating information was encountered in antibody binding, antibody binding ratios, and relative antibody surface density parameters of leukocytes rather than in percentage frequencies of discrete leukocyte subpopulations. Samples from healthy controls were classified as normal in 97.2% of the cases, whereas those of NHL, HD, and MM patients were on average correctly classified in 80. 8% of the cases. CONCLUSIONS: Although no detectable lymphoma cells were present in BMA of NHL and HD patients, the CLASSIF1 classification of the immunophenotypes of morphologically normal cells provided a surprisingly good disease discrimination equal or better than that obtained by examining pathological lymph nodes according to the respective literature. The results are suggestive for a lymphoma-related and disease-specific antigen expression shift on normal hematopoietic bone marrow cells that can be used to discriminate the underlying disease (specificity of unspecific changes), i.e., in this case NHL from HD. Multiple myeloma patients were discriminated by changes on malignant as well as on normal bone marrow cells.


Assuntos
Algoritmos , Células da Medula Óssea/patologia , Citometria de Fluxo/métodos , Doença de Hodgkin/patologia , Linfoma não Hodgkin/patologia , Inteligência Artificial , Biópsia por Agulha , Cor , Diagnóstico por Computador , Diagnóstico Diferencial , Humanos , Imunofenotipagem/classificação , Imunofenotipagem/métodos , Mieloma Múltiplo/patologia
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