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1.
Acta Haematol ; 146(5): 349-357, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37212472

RESUMO

INTRODUCTION: The prognostic significance of CD20 in pediatric B-cell precursor acute lymphoblastic leukemia (BCP-ALL) remains unclear. Therefore, in this study, we evaluated the prognostic value of CD20 expression in leukemia blasts in pediatric BCP-ALL at our institute. METHODS: Between 2005 and 2017, 796 children with newly diagnosed Philadelphia-negative BCP-ALL were enrolled consecutively; clinical characteristics and treatment outcomes were analyzed and compared between CD20-positive and CD20-negative groups. RESULTS: CD20 positivity was observed in 22.7% of enrolled patients. The analysis of overall and event-free survival showed that white blood cell count ≥50 × 109/L, no ETV6-RUNX1, day 33 minimal residual disease (MRD) ≥0.1%, and week 12 MRD ≥0.01% were independent risk factors. Meanwhile, in the CD20-positive group, week 12 MRD ≥0.01% was the only factor associated with long-term survival. Moreover, subgroup analysis revealed that in patients with extramedullary involvement (p = 0.047), MRD ≥0.1% on day 33 (p = 0.032), or MRD ≥0.01% at week 12 (p = 0.004), CD20 expression led to a poorer outcome compared to those without CD20 expression. CONCLUSIONS: Pediatric BCP-ALL with CD20 expression had unique clinicopathological characteristics, and MRD remained the major prognostic factor. CD20 expression had no prognostic value in pediatric BCP-ALL.


Assuntos
Leucemia-Linfoma Linfoblástico de Células Precursoras B , Leucemia-Linfoma Linfoblástico de Células Precursoras , Humanos , Criança , Prognóstico , Cromossomo Filadélfia , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Resultado do Tratamento , Leucemia-Linfoma Linfoblástico de Células Precursoras B/diagnóstico , Leucemia-Linfoma Linfoblástico de Células Precursoras B/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras B/tratamento farmacológico , Doença Aguda , Neoplasia Residual
2.
BMC Cardiovasc Disord ; 23(1): 481, 2023 09 28.
Artigo em Inglês | MEDLINE | ID: mdl-37770840

RESUMO

BACKGROUND: This study investigated the role of apoptosis-related genes in thoracic aortic aneurysms (TAA) and provided more insights into TAA's pathogenesis and molecular mechanisms. MATERIAL/METHODS: Two gene expression datasets (GSE9106 and GSE26155) were retrieved from the Gene Expression Omnibus (GEO) database. Apoptosis-related genes were obtained from the KEGG apoptosis pathway (hsa04210). Differentially expressed apoptosis-related genes were identified by performing differential expression analysis using limma for TAA blood and tissue samples. GO and KEGG enrichment analysis of the differentially expressed apoptosis genes was performed using the Metascape web tool. The miRNA-mRNA regulatory network was reconstructed using the ENCORI and miRDB databases, and functional enrichment analysis was performed on the related miRNAs using the miEAA tool. The correlation between the expression levels of differentially expressed apoptosis-related genes and genes involved in immune infiltration in TAA was calculated using the CIBERSORT algorithm. The apoptosis modification patterns mediated by differentially expressed apoptosis-related genes were systematically assessed in TAA samples. RESULTS: A total of 9 differentially-expressed apoptosis-related genes were identified in TAA samples compared with normal samples. 150 miRNAs and 6 mRNAs regulatory networks were reconstructed using the ENCORI and miRDB databases. Immune infiltration analysis revealed that the GZMB had the strongest positive correlation with activated NK cells and the DFFA presented the strongest positive correlation with T cells follicular helper. 3 distinct apoptosis modification patterns mediated by 9 differentially-expressed apoptosis-related genes were identified. They differ in immune characteristics and drug sensitivity, and their biological functions in these subtypes were further studied. CONCLUSIONS: This study identified key apoptosis-related genes related to TAA and evaluated the modification patterns of key apoptosis genes in TAA, providing insights into potential targets and mechanisms of TAA pathogenesis and progression.


Assuntos
Aneurisma da Aorta Torácica , MicroRNAs , Humanos , Perfilação da Expressão Gênica , MicroRNAs/genética , Apoptose/genética , Redes Reguladoras de Genes
3.
Pediatr Hematol Oncol ; 39(3): 243-253, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-34582325

RESUMO

To assess the prognostic effect of different levels of IKZF1 gene deletions in pediatric B-cell precursor acute lymphoblastic leukemia (BCP-ALL). IKZF1 Δ2-8/ALB deletions were quantified using multiplex real-time quantitative PCR in newly diagnosed pediatric BCP-ALL patients. Seventy-four patients with IKZF1 deletions ≥ 0.01% were included. Clinical characteristics, laboratory data, and treatment outcomes were analyzed. The patients were divided into two groups: IKZF1 deletions <1% (group A) and ≥1% (group B). Group B patients had a higher BCR-ABL1 positive rate than group A patients. The proportions of patients who had an age at onset ≥10 years old, and white blood cell count ≥50 × 109/L were significantly higher in group B than in group A. The 3-year overall survival (OS) and 3-year event-free survival (EFS) rates in group B were 79 ± 8.8% and 62.4 ± 9.7%, respectively, being significantly lower than those in group A (97.7 ± 2.2% and 83.2 ± 5.8%, respectively). The level of IKZF1 deletions ≥1% and the central nervous system leukemia were independent risk factors of EFS. Pediatric BCP-ALL patients with high levels of IKZF1 gene deletions have a poorer prognosis than those with low levels.


Assuntos
Fator de Transcrição Ikaros , Leucemia-Linfoma Linfoblástico de Células Precursoras B , Leucemia-Linfoma Linfoblástico de Células Precursoras , Criança , Deleção de Genes , Humanos , Fator de Transcrição Ikaros/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras B/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras B/terapia , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Prognóstico
4.
Pediatr Hematol Oncol ; 39(2): 97-107, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-34156313

RESUMO

Abnormally high ecotropic viral integration site 1 (EVI1) expression has been recognized as a poor prognostic factor in acute myeloid leukemia patients. However, its prognostic impact in B cell precursor acute lymphoblastic leukemia (BCP-ALL) remains unknown. A total of 176 pediatric Ph-negative BCP-ALL patients who received at least 1 course of chemotherapy and received chemotherapy only during follow-up were retrospectively tested for EVI1 transcript levels by real-time quantitative PCR at diagnosis, and survival analysis was performed. Clinical and EVI1 expression data of 129 pediatric BCP-ALL patients were downloaded from therapeutically applicable research to generate effective treatments (TARGET) database for validation. In our cohort, the median EVI1 transcript level was 0.33% (range, 0.0068-136.2%), and 0.10% was determined to be the optimal cutoff value for patient grouping by receiver operating characteristic curve analysis. Low EVI1 expression (<0.10%) was significantly related to lower 5-year relapse-free survival (RFS) and overall survival (OS) rates (P = 0.017 and 0.018, respectively). Multivariate analysis showed that EVI1 expression <0.10% was an independent adverse prognostic factor for RFS and OS. TARGET data showed that low EVI1 expression tended to be related to a lower 5-year OS rate (P = 0.066). In conclusion, low EVI1 expression at diagnosis could predict poor outcomes in pediatric Ph-negative BCP-ALL patients receiving chemotherapy.Supplemental data for this article is available online at https://doi.org/10.1080/08880018.2021.1939818 .


Assuntos
Leucemia Mieloide Aguda , Leucemia-Linfoma Linfoblástico de Células Precursoras , Criança , Humanos , Leucemia Mieloide Aguda/tratamento farmacológico , Prognóstico , Estudos Retrospectivos , Resultado do Tratamento
5.
Zhongguo Dang Dai Er Ke Za Zhi ; 24(5): 543-549, 2022 May 15.
Artigo em Chinês | MEDLINE | ID: mdl-35644195

RESUMO

OBJECTIVES: To study the clinical and prognostic significance of the preferentially expressed antigen of melanoma (PRAME) gene in the absence of specific fusion gene expression in children with B-lineage acute lymphoblastic leukemia (B-ALL). METHODS: A total of 167 children newly diagnosed with B-ALL were enrolled, among whom 70 were positive for the PRAME gene and 97 were negative. None of the children were positive for MLL-r, BCR/ABL, E2A/PBX1, or ETV6/RUNX1. The PRAME positive and negative groups were analyzed in terms of clinical features, prognosis, and related prognostic factors. RESULTS: Compared with the PRAME negative group, the PRAME positive group had a significantly higher proportion of children with the liver extending >6 cm below the costal margin (P<0.05). There was a significant reduction in the PRAME copy number after induction chemotherapy (P<0.05). In the minimal residual disease (MRD) positive group after induction chemotherapy, the PRAME copy number was not correlated with the MRD level (P>0.05). In the MRD negative group, there was also no correlation between them (P>0.05). The PRAME positive group had a significantly higher 4-year event-free survival rate than the PRAME negative group (87.5%±4.6% vs 73.5%±4.6%, P<0.05), while there was no significant difference between the two groups in the 4-year overall survival rate (88.0%±4.4% vs 85.3%±3.8%, P>0.05). The Cox proportional-hazards regression model analysis showed that positive PRAME expression was a protective factor for event-free survival rate in children with B-ALL (P<0.05). CONCLUSIONS: Although the PRAME gene cannot be monitored as MRD, overexpression of PRAME suggests a good prognosis in B-ALL.


Assuntos
Antígenos de Neoplasias , Leucemia-Linfoma Linfoblástico de Células Precursoras , Doença Aguda , Antígenos de Neoplasias/genética , Antígenos de Neoplasias/metabolismo , Antígenos de Neoplasias/uso terapêutico , Criança , Humanos , Neoplasia Residual/diagnóstico , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Prognóstico
6.
Pediatr Hematol Oncol ; 38(1): 14-24, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32803999

RESUMO

The prognosis of myeloid sarcoma (MS) is controversial. Many reports indicated that orbital-MS has a good prognosis and is closely related to t(8;21), but the prognostic role of MS in pediatric t(8;21) AML is unclear. We retrospectively analyzed data from 127 patients with pediatric t(8;21) AML diagnosed between January 2010 and June 2018. We compared patients with (n = 30) and without MS (n = 97). The median follow-up time was 52.6 months. The proportion of t(8;21) AML patients with MS was 23.6%. Males were more likely to have MS than females. The complete remission rate after the first course of induction chemotherapy and the 3-year relapse-free survival (RFS) among patients with MS were lower than those among patients without MS (60% vs. 78.4%, p = 0.045) (68.8 ± 8.8% vs. 88.0 ± 3.4%, p = 0.004). The female sex and a higher level of RUNX1/RUNX1T1 transcripts after consolidation were risk factors for poor RFS among patients with MS. Our data showed that MS was an independent risk factor in pediatric t(8;21) AML. Close monitoring of measurable residual disease of the bone marrow and extramedullary lesions is needed to guide stratified treatment.


Assuntos
Citogenética/métodos , Sarcoma Mieloide/genética , Criança , Feminino , Humanos , Masculino , Prognóstico , Estudos Retrospectivos , Translocação Genética
7.
Br J Haematol ; 188(5): 757-767, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31725190

RESUMO

We explored the prognostic factors for children with very high-risk (VHR) Philadelphia chromosome (Ph) negative B-cell acute lymphoblastic leukaemia (B-ALL) and compared the therapeutic effects of intensive chemotherapy and unmanipulated haploidentical haematopoietic stem cell transplantation (haplo-HSCT) as post-remission treatment in these patients undergoing first complete remission (CR1). A total of 104 paediatric patients with VHR B-ALL in CR1 were retrospectively enrolled in this study, including 42 receiving unmanipulated haplo-HSCT (Group A) and 62 receiving ongoing chemotherapy (Group B). Estimated 3-year overall survival (OS), disease-free survival (DFS) and cumulative incidence of relapse (CIR) at 36·2 months median follow-up were 69·5 ± 4·7%, 63·5 ± 4·8% and 32·4 ± 4·7%, respectively. Maintenance of persistent positive or conversion from negative to positive of measurable residual disease (MRD) and chemotherapy were independent risk factors associated with inferior long-term survival and higher CIR. OS, DFS, and CIR differed significantly between the groups in patients with persistent positive or negative-to-positive MRD. Haplo-HSCT may be an option for children with VHR Ph-negative B-ALL in CR1, especially for patients with persistent positive or negative-to-positive MRD, and could achieve better survival than intensive chemotherapy as post-remission treatment.


Assuntos
Transplante de Células-Tronco Hematopoéticas , Leucemia-Linfoma Linfoblástico de Células Precursoras B , Adolescente , Criança , Pré-Escolar , Intervalo Livre de Doença , Feminino , Seguimentos , Humanos , Lactente , Masculino , Neoplasia Residual , Cromossomo Filadélfia , Leucemia-Linfoma Linfoblástico de Células Precursoras B/mortalidade , Leucemia-Linfoma Linfoblástico de Células Precursoras B/terapia , Indução de Remissão , Fatores de Risco , Taxa de Sobrevida , Transplante Homólogo
8.
BMC Cancer ; 20(1): 553, 2020 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-32539815

RESUMO

BACKGROUND: Pediatric acute myeloid leukemia (AML) with t(8;21) (q22;q22) is classified as a low-risk group. However, relapse is still the main factor affecting survival. We aimed to investigate the effect of allogeneic hematopoietic stem cell transplantation (allo-HSCT) on reducing recurrence and improving the survival of high-risk pediatric t(8;21) AML based on minimal residual disease (MRD)-guided treatment, and to further explore the prognostic factors to guide risk stratification treatment and identify who will benefit from allo-HSCT. METHODS: Overall, 129 newly diagnosed pediatric t(8;21) AML patients were included in this study. Patients were divided into high-risk and low-risk group according to RUNX1-RUNX1T1 transcript levels after 2 cycles of consolidation chemotherapy. High-risk patients were divided into HSCT group and chemotherapy group according to their treatment choices. The characteristics and outcomes of 125 patients were analyzed. RESULTS: For high-risk patients, allo-HSCT could improve 5-year relapse-free survival (RFS) rate compared to chemotherapy (87.4% vs. 61.9%; P = 0.026). Five-year overall survival (OS) rate in high-risk HSCT group had a trend for better than that in high-risk chemotherapy group (82.8% vs. 71.4%; P = 0.260). The 5-year RFS rate of patients with a c-KIT mutation in high-risk HSCT group had a trend for better than that of patients with a c-KIT mutation in high-risk chemotherapy group (82.9% vs. 75%; P = 0.400). Extramedullary infiltration (EI) at diagnosis was associated with a high cumulative incidence of relapse for high-risk patients (50% vs. 18.4%; P = 0.004); allo-HSCT can improve the RFS (P = 0.009). CONCLUSIONS: allo-HSCT can improve the prognosis of high-risk pediatric t(8;21) AML based on MRD-guided treatment. Patients with a c-KIT mutation may benefit from allo-HSCT. EI is an independent prognostic factor for high-risk patients and allo-HSCT can improve the prognosis.


Assuntos
Subunidade alfa 2 de Fator de Ligação ao Core/genética , Transplante de Células-Tronco Hematopoéticas/métodos , Leucemia Mieloide Aguda/terapia , Recidiva Local de Neoplasia/epidemiologia , Proteínas de Fusão Oncogênica/genética , Proteína 1 Parceira de Translocação de RUNX1/genética , Adolescente , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Criança , Quimioterapia de Consolidação/métodos , Análise Mutacional de DNA , Intervalo Livre de Doença , Feminino , Humanos , Incidência , Quimioterapia de Indução/métodos , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/mortalidade , Leucemia Mieloide Aguda/patologia , Masculino , Mutação , Invasividade Neoplásica/genética , Invasividade Neoplásica/patologia , Recidiva Local de Neoplasia/genética , Recidiva Local de Neoplasia/prevenção & controle , Neoplasia Residual , Proteínas Proto-Oncogênicas c-kit/genética , Transplante Homólogo/métodos
9.
Zhongguo Dang Dai Er Ke Za Zhi ; 22(12): 1286-1294, 2020 Dec.
Artigo em Chinês | MEDLINE | ID: mdl-33327999

RESUMO

OBJECTIVE: To explore the clinical-biological characteristics and prognosis of pediatric pro-B cell acute lymphoblastic leukemia (pro-B-ALL). METHODS: A total of 64 patients aged less than 18 years old with pro-BALL were enrolled. Clinical characteristics, therapeutic effect and prognostic factors were retrospectively analyzed. RESULTS: Pro-B-ALL occurred in 6.23% (64/1 028) of pediatric ALL. Among the 64 patients, 35 were male and 29 were female. The median age was 7.0 years (range 0.4-16.0 years) at diagnosis, of which 39% and 6% were ≥ 10 years old and < 1 year old respectively. The median WBC count was 25.5×109/L[range (0.4-831.9)×109/L], of which 35.9% were ≥ 50×109/L. MLL-r positivity was the most frequent genetic alteration in pro-B ALL, occurring in 34% of patients, with lower frequency of CD22 and CD13 expression and higher frequency of CD7 expression, while lower frequency of CD33 expression was found in patients with MLL-AF4 positivity. At a median follow-up of 60.0 months (range 4.9-165.3 months), the estimated 5-year overall survival (OS) and event-free survival (EFS) in the 64 patients were (85±5)% and (78±5)% respectively. Cox proportional hazards regression analysis identified MRD ≥ 0.1% at 3 months after chemotherapy as an independent adverse prognostic factor for both 5-year OS and EFS. CONCLUSIONS: Pediatric pro-B ALL is a heterogeneous disease with clinical and biological diversity. Biological characteristics, such as immunological markers, genetic alterations, and MRD at 3 months after chemotherapy may be important factors for the long-term prognosis.


Assuntos
Leucemia-Linfoma Linfoblástico de Células Precursoras B , Adolescente , Antígenos CD/genética , Criança , Pré-Escolar , Intervalo Livre de Doença , Feminino , Histona-Lisina N-Metiltransferase/genética , Humanos , Lactente , Masculino , Proteína de Leucina Linfoide-Mieloide/genética , Neoplasia Residual/diagnóstico , Leucemia-Linfoma Linfoblástico de Células Precursoras B/diagnóstico , Leucemia-Linfoma Linfoblástico de Células Precursoras B/tratamento farmacológico , Leucemia-Linfoma Linfoblástico de Células Precursoras B/genética , Prognóstico , Estudos Retrospectivos
10.
Zhongguo Dang Dai Er Ke Za Zhi ; 22(1): 47-52, 2020 Jan.
Artigo em Chinês | MEDLINE | ID: mdl-31948524

RESUMO

OBJECTIVE: To study the influence of dasatinib treatment on body height in children with acute myeloid leukemia (AML). METHODS: A retrospective analysis was performed for the clinical data of 86 AML children aged <17 years. According to the treatment regimen, these children were divided into a conventional chemotherapy group and a dasatinib chemotherapy group. The 57 children in the conventional chemotherapy group were given conventional chemotherapy drugs without tyrosine kinase inhibitor, and the 29 children in the dasatinib chemotherapy group were given conventional chemotherapy drugs and dasatinib. The two groups were compared in terms of height standard deviation score (HtSDS) at the beginning of treatment and after treatment, as well as the change in HtSDS after 1 and 2 years of treatment. RESULTS: There was no significant difference in HtSDS between the conventional and dasatinib chemotherapy groups before treatment. Within the first two years of treatment, the dasatinib chemotherapy group had a similar change trend of HtSDS as the conventional chemotherapy group. Four children in the dasatinib chemotherapy group reached the final adult height during follow-up, which was significantly lower than the target height (P=0.044). In the conventional chemotherapy group, there was no significant difference between final adult height and target height. In the dasatinib chemotherapy group, the children in adolescence had a significant change in HtSDS after treatment (P=0.032). CONCLUSIONS: Dasatinib treatment may affect the final height of children with AML, and the use of dasatinib after the beginning of adolescence may lead to growth disorder, but dasatinib treatment has little effect on body height in the short-term treatment.


Assuntos
Estatura , Dasatinibe/uso terapêutico , Leucemia Mieloide Aguda , Adolescente , Criança , Transtornos do Crescimento , Humanos , Leucemia Mieloide Aguda/tratamento farmacológico , Estudos Retrospectivos
11.
Biol Blood Marrow Transplant ; 25(8): 1611-1620, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-30537550

RESUMO

The role of allogeneic hematopoietic stem cell transplantation (allo-HSCT), particularly haploidentical (haplo)-HSCT, in pediatric patients with Philadelphia chromosome-positive (Ph+) acute lymphoblastic leukemia (ALL) in the tyrosine kinase inhibitor (TKI) era is unclear. This study aimed to identify prognostic factors and explore the role of haplo-HSCT in the treatment of Ph+ ALL in the TKI era. We analyzed clinical data of Ph+ ALL patients aged 1 to 18 years who received imatinib added to intensive chemotherapy at the start of induction therapy. Among the 68 patients who completed at least 2 consolidation cycles, 44 underwent transplantation (transplant arm) and 24 received continuous TKI with chemotherapy (nontransplant arm). At the 3-year follow-up the cumulative incidence of relapse (CIR), event-free survival (EFS), and overall survival (OS) were 23.5%, 73.4%, and 80.3%, respectively. Multivariate analysis showed that hematologic response (whether complete remission [CR] was achieved) at the induction end, BCR-ABL levels (whether major molecular response [MMR] was achieved) at 3 months, and transplantation were independent affecting factors for CIR, EFS, and OS. In the risk stratification analysis based on the first 2 prognostic factors mentioned above, no significant difference existed between the transplant and nontransplant arms for the probabilities of 3-year OS, EFS, and CIR in the standard-risk group (no poor prognostic factors). Meanwhile, OS, EFS, and CIR rates were significantly better in the transplant arm in the high-risk group (≥1 poor prognostic factor). Among the 44 patients in the transplant arm, 37 underwent haplo-HSCT. Achieving CR at the induction end, MMR at 3 months, and haplo-transplant were also independent favorable factors of CIR, EFS, and OS in the nontransplant and haplo-HSCT arms. Haplo-HSCT showed a significant survival advantage in the high-risk group only. Hematologic response at the induction end and BCR-ABL levels at 3 months are likely to be useful for identifying pediatric Ph+ ALL patients at a high risk of relapse in the TKI era. Children with Ph+ ALL in first CR may benefit from allo-HSCT, particularly those at high risk. Haplo-HSCT could achieve good long-term survival for pediatric Ph+ ALL. Thus, haplo-HSCT can be an alternative approach for high-risk Ph+ ALL patients.


Assuntos
Transplante de Células-Tronco Hematopoéticas , Mesilato de Imatinib/administração & dosagem , Quimioterapia de Indução , Cromossomo Filadélfia , Leucemia-Linfoma Linfoblástico de Células Precursoras , Inibidores de Proteínas Quinases/administração & dosagem , Adolescente , Aloenxertos , Criança , Pré-Escolar , Intervalo Livre de Doença , Feminino , Seguimentos , Humanos , Lactente , Masculino , Leucemia-Linfoma Linfoblástico de Células Precursoras/mortalidade , Leucemia-Linfoma Linfoblástico de Células Precursoras/terapia , Recidiva , Taxa de Sobrevida
13.
Methods ; 115: 100-109, 2017 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-28219745

RESUMO

This paper proposes a novel framework to help biologists explore and analyze neurons based on retrieval of data from neuron morphological databases. In recent years, the continuously expanding neuron databases provide a rich source of information to associate neuronal morphologies with their functional properties. We design a coarse-to-fine framework for efficient and effective data retrieval from large-scale neuron databases. In the coarse-level, for efficiency in large-scale, we employ a binary coding method to compress morphological features into binary codes of tens of bits. Short binary codes allow for real-time similarity searching in Hamming space. Because the neuron databases are continuously expanding, it is inefficient to re-train the binary coding model from scratch when adding new neurons. To solve this problem, we extend binary coding with online updating schemes, which only considers the newly added neurons and update the model on-the-fly, without accessing the whole neuron databases. In the fine-grained level, we introduce domain experts/users in the framework, which can give relevance feedback for the binary coding based retrieval results. This interactive strategy can improve the retrieval performance through re-ranking the above coarse results, where we design a new similarity measure and take the feedback into account. Our framework is validated on more than 17,000 neuron cells, showing promising retrieval accuracy and efficiency. Moreover, we demonstrate its use case in assisting biologists to identify and explore unknown neurons.


Assuntos
Inteligência Artificial , Processamento de Imagem Assistida por Computador/métodos , Neurônios/ultraestrutura , Reconhecimento Automatizado de Padrão/métodos , Bases de Dados Factuais , Humanos , Processamento de Imagem Assistida por Computador/estatística & dados numéricos , Armazenamento e Recuperação da Informação , Neurônios/classificação
15.
Zhongguo Dang Dai Er Ke Za Zhi ; 19(6): 614-619, 2017 Jun.
Artigo em Chinês | MEDLINE | ID: mdl-28606225

RESUMO

OBJECTIVE: To explore the clinical characteristics and prognosis of children and adolescents over 10 years of age with acute lymphoblastic leukemia (ALL). METHODS: A total of 86 newly diagnosed ALL children and adolescents over 10 years of age (62 cases of B-ALL and 24 cases of T-ALL) were enrolled. Clinical characteristics, therapeutic effect and prognostic factors were retrospectively analyzed. Event-free survival (EFS) and overall survival (OS) rates were estimated by the Kaplan-Meier method. Prognostic factors were evaluated by COX regression analysis. RESULTS: Of 86 patients, 62 were in medium risk, and 24 in high risk. At diagnosis, 53 patients (62%) had hepatomegaly, 50 patients (58%) had splenomegaly, and 46 patients (54%) had lymphoadenopathy. Twenty-nine patients (34%) showed high leukocyte counts (≥50×109/L) at diagnosis. The karyotype analysis was performed on 78 patients. The percentage of hyperdiploidy was 19% (15 cases), and that of hypodiploidy was 5% (4 cases). Eleven patients (14%) had abnormalities of chromosome structure. Of them, one patient was Philadelphia chromosome-positive, and another patient had the t (1; 19) chromosomal translocation. Three patients (4%) were positive for TEL/AML1, 3 (4%) were positive for E2A/PBX1, 6 were positive for BCR/ABL (7%), and 4 (5%) were positive for SIL/TAL1. During 4 weeks of induction therapy, 85 patients (99%) achieved complete remission (CR). In 86 patients, the 5-year anticipated EFS and OS were (64±6)% and (75±5)% respectively. The 5-year EFS and OS in the medium risk group were significantly higher than those in the high risk group (P<0.05). The 5-year EFS in B-ALL patients was significantly higher than that in T-ALL patients (P<0.05). COX multivariate analysis showed that white blood counts at diagnosis and minimal residual disease (MRD) after induction therapy were independent prognostic factors. CONCLUSIONS: Children and adolescents with ALL over 10 years of age often have clinical characteristics of unfavorable prognosis. White blood counts at diagnosis and MRD after induction therapy may be important factors for the long-term prognosis.


Assuntos
Leucemia-Linfoma Linfoblástico de Células Precursoras/mortalidade , Adolescente , Criança , Feminino , Humanos , Contagem de Leucócitos , Masculino , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Prognóstico , Modelos de Riscos Proporcionais
16.
Zhongguo Dang Dai Er Ke Za Zhi ; 17(2): 168-71, 2015 Feb.
Artigo em Chinês | MEDLINE | ID: mdl-25760843

RESUMO

OBJECTIVE: To study the relationship between loss of sex chromosomes and prognosis in children with acute myeloid leukemia (AML) M2 subtype. METHODS: According to cytogenetic characteristics, 106 children with AML were divided into three groups: patients with normal karyotype (Group A, n=26), patients with abnormal karyotype who had no loss of sex chromosomes (Group B, n=52), and patients with abnormal karyotype who had loss of sex chromosomes (Group C, n=28). Prognosis was compared between the three groups. RESULTS: The 5-year event-free survival (EFS) rates of Groups A, B, and C were (38.9±11.2)%, (59.3±7.3)%, and (66.5±10.5)%, respectively; the EFS of Group C was significantly higher than that of Group A (P=0.035). The 5-year overall survival (OS) rates of Groups A, B, and C were (54.3±13.5)%, (68.1±7.7)%, and (77.9±9.8)%, respectively (P>0.05). The 5-year EFS of 58 patients with t(8;21) was (63.3±7.3)%, significantly higher than that of patients with normal karyotype (P=0.015). All the 28 cases in Group C had t(8;21), and their 5-year EFS was not significantly different from that of patients with t(8;21) in Group B (P>0.05). CONCLUSIONS: Loss of sex chromosomes is a favorable karyotype in children with AML M2 subtype and the patients in this group mostly have t(8;21). Why loss of sex chromosomes indicates a favorable prognosis is probably because it is accompanied by t(8;21) in the patients.


Assuntos
Leucemia Mieloide Aguda/genética , Aberrações dos Cromossomos Sexuais , Adolescente , Criança , Pré-Escolar , Cromossomos Humanos Par 21 , Cromossomos Humanos Par 8 , Feminino , Humanos , Cariótipo , Leucemia Mieloide Aguda/mortalidade , Masculino , Prognóstico , Translocação Genética
17.
Zhongguo Dang Dai Er Ke Za Zhi ; 16(5): 494-8, 2014 May.
Artigo em Chinês | MEDLINE | ID: mdl-24856999

RESUMO

OBJECTIVE: To study the changes of minimal residual disease (MRD) in children with B cell acute lymphoblastic leukemia (B-ALL) of different genetic abnormalities. METHODS: Between February 2004 and April 2013, 271 newly diagnosed B-ALL pediatric patients who had finished the induction chemotherapy were enrolled in the study. The characteristics of changes in MRD in patients with different genetic abnormalities on the 15th day and at the end of the induction therapy were analyzed. RESULTS: On the 15th day of the induction chemotherapy, the MRD positive proportion in patients with hyperdiploid was higher on all the three cut-off levels of MRD≥0.1%, 1% and 10% compared to patients without hyperdiploid (P<0.05), but there was no significant difference in the MRD positive proportion on the three levels of MRD between the TEL-AML1-positive and TEL-AML1-negative groups (P>0.05). On the end of induction chemotherapy, there was no significant difference in the MRD positive proportion on the three levels of MRD between the patients with and without hyperdiploid (P>0.05), neither between the BCR-ABL-positive and negative groups. The MRD positive proportion in TEL-AML1-negative patients was significantly higher than in TEL-AML1-positive patients on all three levels of MRD (P<0.05). The MRD positive proportion on two levels of MRD≥0.01% and 0.1% in E2A-PBX1-negative patients was significantly higher than in E2A-PBX1-positive patients (P<0.05). CONCLUSIONS: Children with B-ALL of different genetic abnormalities have different MRD levels during, and at the end of, induction therapy. The prognostic significance of MRD may be related to the genetic abnormalities.


Assuntos
Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Adolescente , Criança , Pré-Escolar , Feminino , Humanos , Quimioterapia de Indução , Lactente , Recém-Nascido , Masculino , Neoplasia Residual/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico
18.
Clin Lymphoma Myeloma Leuk ; 24(6): 392-399.e5, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38429221

RESUMO

BACKGROUND: Anti-CD19 chimeric antigen receptor (CAR) T-cell therapies have demonstrated significant efficacy in achieving complete remission (CR) in pediatric patients with relapsed/refractory (R/R) B-cell acute lymphoblastic leukemia (B-ALL). However, a considerable number of patients experience relapse within 1 year after CAR T-cell therapy, leading to an extremely poor prognosis, particularly in patients without bridging transplantation. MATERIALS AND METHODS: In our study, we investigated 42 children with R/R B-ALL who underwent anti-CD19 CAR T-cell therapy without bridging transplantation at our center. All patients were included in the response analysis and evaluated for survival and toxicity. RESULTS: The cohort that received the CAR T-cell infusion exhibited a 100% CR rate by day 28 (d28). The overall survival (OS) at 4 years was 61.3% ± 8.5%, and the event-free survival (EFS) was 55.9% ± 7.9%, with a median follow-up duration of 50.1 months. Minimal residual disease (MRD) ≥1% was associated with inferior outcomes, resulting in lower 4-year OS (P = .033) and EFS (P = .014) compared to MRD<1%. The incidences of grade ≥3 cytokine release syndrome (CRS) and neurotoxicity were 26.8% and 23.8%, respectively. Furthermore, MRD≥1% was identified as an independent factor associated with increased severity of CRS and occurrence of neurotoxicity. CONCLUSION: These findings suggest that reducing the pre-infusion MRD could serve as an effective treatment strategy to enhance the outcomes of CAR T-cell therapy.


Assuntos
Antígenos CD19 , Imunoterapia Adotiva , Humanos , Masculino , Criança , Feminino , Pré-Escolar , Imunoterapia Adotiva/métodos , Imunoterapia Adotiva/efeitos adversos , Adolescente , Antígenos CD19/imunologia , Leucemia-Linfoma Linfoblástico de Células Precursoras B/terapia , Leucemia-Linfoma Linfoblástico de Células Precursoras B/mortalidade , Lactente , Resultado do Tratamento , Receptores de Antígenos Quiméricos/uso terapêutico
19.
Cancer Res Treat ; 56(3): 945-955, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38351683

RESUMO

PURPOSE: Chemotherapy has been the primary treatment for patients with B-cell acute lymphoblastic leukemia (B-ALL). However, there are still patients who are not sensitive to chemotherapy, including those with refractory/relapse (R/R) disease and those experiencing minimal residual disease (MRD) re-emergence. Chimeric antigen receptor-T lymphocytes (CAR-T) therapy may provide a new treatment option for these patients. MATERIALS AND METHODS: Our institution conducted a single-arm prospective clinical trial (ChiCTR-OPN-17013507) using CAR-T-19 to treat R/R B-ALL and MRD re-emergent patients. One hundred and fifteen patients, aged 1-25 years (median age, 8 years), were enrolled, including 67 R/R and 48 MRD re-emergent CD19-positive B-ALL patients. RESULTS: All patients achieved morphologic complete remission (CR), and within 1 month after infusion, 111 out of 115 (96.5%) patients achieved MRD-negative CR. With a median follow-up time of 48.4 months, the estimated 4-year leukemia-free survival (LFS) rate and overall survival (OS) rate were 68.7%±4.5% and 70.7%±4.3%, respectively. There were no significant differences in long-term efficacy observed among patients with different disease statuses before infusion (4-year OS: MRD re-emergence vs. R/R B-ALL, 70.6%±6.6% vs. 66.5%±6.1%, p=0.755; 4-year LFS: MRD re-emergence vs. R/R B-ALL, 67.3%±7.0% vs. 63.8%±6.2%, p=0.704). R/R B-ALL patients bridging to transplantation after CAR-T treatment had a superior OS and LFS compared to those who did not. However, for MRD re-emergent patients, there was no significant difference in OS and LFS, regardless of whether they underwent hematopoietic stem cell transplantation or not. CONCLUSION: CD19 CAR-T therapy effectively and safely cures both R/R B-ALL and MRD re-emergent patients.


Assuntos
Antígenos CD19 , Imunoterapia Adotiva , Leucemia-Linfoma Linfoblástico de Células Precursoras B , Humanos , Criança , Masculino , Feminino , Adolescente , Pré-Escolar , Adulto Jovem , Adulto , Seguimentos , Imunoterapia Adotiva/métodos , Lactente , Antígenos CD19/imunologia , Leucemia-Linfoma Linfoblástico de Células Precursoras B/terapia , Leucemia-Linfoma Linfoblástico de Células Precursoras B/mortalidade , Leucemia-Linfoma Linfoblástico de Células Precursoras B/imunologia , Estudos Prospectivos , Neoplasia Residual , Resultado do Tratamento , Receptores de Antígenos Quiméricos/imunologia
20.
Eur J Haematol ; 91(6): 483-9, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24033687

RESUMO

OBJECTIVES: The efficacy of all-trans retinoic acid (ATRA) and arsenic trioxide (As2 O3 ) as induction therapy for adult acute promyelocytic leukaemia (APL) has been documented in several clinical trials. However, the role of ATRA/As2 O3 combination in induction and consolidation therapy in children remains unclear. Here, we report the efficacy of combined treatment with As2 O3 and ATRA as induction and consolidation chemotherapy to treat newly diagnosed childhood APL. METHODS: From 1998 to 2011, 43 children with newly diagnosed APL received induction and consolidation chemotherapy with ATRA and As2 O3 (Protocol B). Rates of complete remission (CR), event-free survival (EFS), disease-free survival (DFS), and overall survival (OS) and drug toxicity were compared between children treated with Protocol B and 25 others treated previously with ATRA alone as induction chemotherapy (Protocol A). RESULTS: Of 43 patients treated with Protocol B, 41 (95.4%) achieved CR (two died of intracranial haemorrhage on day 10 and 14). In contrast, only 20 (80%) of 25 patients treated with Protocol A achieved CR. Thus, the CR rate was significantly lower in patients receiving induction chemotherapy with Protocol A than in those treated with Protocol B (P = 0.045, χ(2) = 6.508). Of the 41 patients who achieved CR on induction therapy with Protocol B, 40 also received consolidation therapy. Molecular relapse, but no overt morphological relapse, occurred in one patient at 25 months after diagnosis; this patient regained CR status with As2 O3 treatment. With a median follow-up period of 75 months, estimated EFS, DFS and OS rates were 92.5 ± 4.2%, 97.1 ± 2.9% and 95.3 ± 3.2%, respectively, for Protocol B. In contrast, with a median follow-up of 127 months, the EFS, DFS and OS rates at 75 months were 70.4 ± 9.4%, 76.4 ± 9.2% and 70.4 ± 9.4%, respectively, for Protocol A. Thus, patients treated with Protocol A showed significantly lower EFS (P = 0.021) and OS (P = 0.007) rates than those treated with Protocol B. CONCLUSIONS: Application of As2 O3 and ATRA as induction and consolidation chemotherapy resulted in excellent outcomes and improved long-term prognosis in children with newly diagnosed APL.


Assuntos
Antineoplásicos/uso terapêutico , Arsenicais/uso terapêutico , Leucemia Promielocítica Aguda/tratamento farmacológico , Leucemia Promielocítica Aguda/mortalidade , Óxidos/uso terapêutico , Adolescente , Antineoplásicos/administração & dosagem , Antineoplásicos/efeitos adversos , Trióxido de Arsênio , Arsenicais/administração & dosagem , Arsenicais/efeitos adversos , Criança , Pré-Escolar , Quimioterapia de Consolidação , Feminino , Humanos , Quimioterapia de Indução , Leucemia Promielocítica Aguda/patologia , Masculino , Neoplasia Residual , Óxidos/administração & dosagem , Óxidos/efeitos adversos , Prognóstico , Resultado do Tratamento , Tretinoína/administração & dosagem , Tretinoína/efeitos adversos , Tretinoína/uso terapêutico
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