Objective:Diffuse large B-cell lymphoma(DLBCL)is an aggressive type of non-Hodgkin lymphoma.Due to its genetic heterogeneity and abnormal metabolism,many DLBCL patients have a poor prognosis.This study investigated th...Objective:Diffuse large B-cell lymphoma(DLBCL)is an aggressive type of non-Hodgkin lymphoma.Due to its genetic heterogeneity and abnormal metabolism,many DLBCL patients have a poor prognosis.This study investigated the key metabolism-related genes and potential mechanisms.Methods:Differentially expressed genes,differentially expressed transcription factors(TFs),and differentially expressed metabolism-related genes(DEMRGs)of glucose and lipid metabolic processes were identified using the edgeR package.Key DEMRGs were screened by Lasso regression,and a prediction model was constructed.The cell type identification by estimating relative subsets of RNA transcripts algorithm was utilized to assess the fraction of immune cells,and Gene Set Enrichment Analysis was used to determine immune-related pathways.A regulatory network was constructed with significant co-expression interactions among TFs,DEMRGs,immune cells/pathways,and hallmark pathways.Results:A total of 1551 DEMRGs were identified.A prognostic model with a high applicability(area under the curve=0.921)was constructed with 13 DEMRGs.Tumorigenesis of DLBCL was highly related to the neutrophil count.Four DEMRGs(PRXL2AB,CCN1,DECR2 and PHOSPHO1)with 32 TF-DEMRG,36 DEMRG-pathway,14 DEMRG-immune-cell,9 DEMRG-immune-gene-set,and 67 DEMRG-protein-chip interactions were used to construct the regulatory network.Conclusion:We provided a prognostic prediction model based on 13 DEMRGs for DLBCL.We found that phosphatase,orphan 1(PHOSPHO1)is positively regulated by regulatory factor X5(RFX5)and mediates MYC proto-oncogene(MYC)targeting the V2 pathway and neutrophils.展开更多
Objective To investigate the frequency of t(14; 18) in different subtypes of B-cell lymphomas and the ability or the polymerase chain reaction(PCR) to detect this rearrangement in frozen samples. Methods 1o7 cases of ...Objective To investigate the frequency of t(14; 18) in different subtypes of B-cell lymphomas and the ability or the polymerase chain reaction(PCR) to detect this rearrangement in frozen samples. Methods 1o7 cases of B-cell lymphomas were studied uslng DNA extracted from rresh-frozen tissues. The DNA samples were amplified by PCR for bcl-2 MBR/JH. The products of bcl-2/JH rearrangement were hybridized with an internal olignucleotide probe or bcl-2 MBR. Results The rearranged bcl-2MBR/JH gene was detected in 13 of the 25(52. o% ) follicular center lymphomas, according to REAL classification: 8 of 11 (72. 7%) grade 1, 2 of 5(40. 0%) grade I, and 3 of 90 (33. 3%) grade, 17 of 82(2o. 8%) cases or difruse large B-cell lymphomas were found to have detectable bel-2 MBR/J. rearrangement- Conclusion The rrequency or bcl-2 MBR/JH rearrangement in diffuse large B-cell lymphomas is significantly lower than those in follicular center lympkomas(X2= 9. 28, P <o. oo5), suggesting that bcl2/JH rearrangements occur mainly in follicular center lymphomas. in addition, the result of reconstruction experiments suggest that amplification or bcl-2 MBR/JH rearrangements by PCR is both sensitive and specific for detection of t (14; 18 ) translocation.展开更多
BACKGROUND Anaplastic lymphoma kinase(ALK)-positive large B-cell lymphoma(LBCL)is an aggressive and rare variant of diffuse LBCL.Herein,we report an uncommon case of stage IE extranodal ALK-positive LBCL initially ori...BACKGROUND Anaplastic lymphoma kinase(ALK)-positive large B-cell lymphoma(LBCL)is an aggressive and rare variant of diffuse LBCL.Herein,we report an uncommon case of stage IE extranodal ALK-positive LBCL initially originating in the bulbar con-junctiva.CASE SUMMARY A 63-year-old woman presented with a mass in the left bulbar conjunctiva that had persisted for six months,accompanied by swelling and pain that had per-sisted for 3 d.Eye examination revealed an 8 mm slightly elevated pink mass in the lower conjunctival sac of the left eye.Microscopically,the tumor was com-posed of large immunoblastic and plasmablastic large lymphoid cells with scattered anaplastic or multinucleated large cells.Immunophenotypically,the neoplastic cells were positive for ALK,CD10,CD138,Kappa,MUM1,BOB.1,OCT-2,CD4,CD45,EMA,CD79a,CD38,and AE1/AE3,and negative for CD20,PAX5,Lambda,BCL6,CD30 and all other T-cell antigens.The results of gene rearrangement tests showed monoclonal IGH/IGK/IGL and TCRD rearran-gements.Fluorescence in situ hybridization studies did not reveal any BCL2,BCL6 or MYC rearrangements.Furthermore,Epstein-Barr virus was not detected by in situ hybridization in the lesions.Based on the histopathological and imaging examinations,the neoplasm was classified as stage IE ALK-positive LBCL.No further treatments were administered.At the 6,15,and 21 mo postoperative follow-up visits,the patient was in good condition,without obvious discomfort.This case represents the first example of primary extranodal ALK-positive LBCL presenting as a bulbar conjunctival mass,which is extremely rare and shares morphological and immunohistochemical features with a variety of other neo-plasms that can result in misdiagnosis.CONCLUSION Awareness of the condition presented in this case report is necessary for early and accurate diagnosis and appropriate treatment.展开更多
AIM:To investigate the association between prognosis of rectal cancer treated with chemoradiotherapy(CRT) and expression of sensitive-to-apoptosis(SAG),B-cell lymphoma-extra large(Bcl-X L) and Bcl-2 homologous antagon...AIM:To investigate the association between prognosis of rectal cancer treated with chemoradiotherapy(CRT) and expression of sensitive-to-apoptosis(SAG),B-cell lymphoma-extra large(Bcl-X L) and Bcl-2 homologous antagonist/killer(Bak).METHODS:Real-time quantitative polymerase chain reaction was used to determine the expression of proteins of interest,namely SAG,Bcl-X L,Bak and β-actin,in rectal carcinoma patients who had a follow-up period of 3 years after CRT.Biopsy specimens were excised from the rectal tumor preceding CRT.RESULTS:SAG,Bcl-X L and Bak proteins showed significant correlations with each other.In multivariate analysis,patients with high vs low SAG expression showed a statistically significant difference in 2-year survival rates:56% vs 73%,respectively(P = 0.056).On the other hand,there were no significant correlations between the expression levels of all three genes and metastatic rates or tumor responses to CRT.Mean overall survival in the patients with elevated SAG expression was 27.1 mo ± 3.9 mo [95% confidence interval(CI):19.3-34.9],and in patients with reduced expression,it was 32.1 mo ± 2.5 mo(95% CI:27.3-36.9).The corresponding values for Bcl-X L were 28.0 mo ± 4.1 mo(95% CI:19.9-36.1) and 31.7 mo ± 2.9 mo(95% CI:26.0-37.5),and those for Bak were 29.8 mo ± 3.7 mo(95% CI:22.5-37.2) and 30.6 mo ± 2.4 mo(95% CI:25.5-35.0),respectively.CONCLUSION:Two-year survival rates significantly correlated with low SAG expression,and SAG may be a candidate gene for good prognosis,independent of therapeutic response of different individuals.展开更多
AIM:To determine whether mitochondrial dysfunction resulting from high-fat diet is related to impairment of the phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt,also known as PKB) pathway. METHODS:Rat models...AIM:To determine whether mitochondrial dysfunction resulting from high-fat diet is related to impairment of the phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt,also known as PKB) pathway. METHODS:Rat models of nonalcoholic fatty liver were established by high-fat diet feeding. The expression of total and phosphorylated P13K and Akt proteins in hepatocytes was determined by Western blotting. Degree of fat accumulation in liver was measured by hepatic triglyceride. Mitochondrial number and size were determined using quantitative morphometric analysis under transmission electron microscope. The permeability of the outer mitochondrial membrane was assessed by determining the potential gradient across this membrane.RESULTS:After Wistar rats were fed with high-fat diet for 16 wk,their hepatocytes displayed an accumulation of fat (103.1 ± 12.6 vs 421.5 ± 19.7,P < 0.01),deformed mitochondria (9.0% ± 4.3% vs 83.0% ± 10.9%,P < 0.05),and a reduction in the mitochondrial membrane potential (389.385% ± 18.612% vs 249.121% ± 13.526%,P < 0.05). In addition,the expression of the phosphorylated P13K and Akt proteins in hepatocytes was reduced,as was the expression of the anti-apoptotic protein Bcl-2,while expression of the pro-apoptotic protein caspase-3 was increased. When animals were treated with pharmacological inhibitors of P13K or Akt,instead of high-fat diet,a similar pattern of hepatocellular fat accumulation,mitochondrial impairment,and change in the levels of PI3K,Akt,Bcl-2 was observed. CONCLUSION:High-fat diet appears to inhibit the PI3K/Akt signaling pathway,which may lead to hepa-tocellular injury through activation of the mitochondrial membrane pathway of apoptosis.展开更多
AIM: To investigate the association between endogenous hydrogen sulfide (H<sub>2</sub>S) and portal hypertension as well as its effect on vascular smooth muscle cells.
Abundant studies have been conducted to identify how B-cell translocation gene 1 protein(BTG1)gene affects the differentiation,proliferation,metastasis of cancer cells,and how it further regulates the generation or de...Abundant studies have been conducted to identify how B-cell translocation gene 1 protein(BTG1)gene affects the differentiation,proliferation,metastasis of cancer cells,and how it further regulates the generation or development of diseases to influence the prognosis of patients.However,the data from single research were not powerful enough.The correlations between BTG1 expression and mechanisms of tumorigenesis or prognosis of patients are still in controversial.Our system review and meta-analysis provided a complete explanation about the association between BTG1 expression and clinicopathological features or prognosis of patients,which further laid a foundation for future research on BTG1.Fifteen eligible studies consisting of 1992 participants were included.We uncovered that BTG1 expression in solid tumors was associated w让h lymph node status(RR=0.66,95%CI:0.58-0.75,P=0.142),TMN stage status(RR=2.13,95%CI:1.71-2.65,P=0.001),T category(RR=1.90,95%CI:1.20-3.00,P=0.000),histological differentiation(RR-1.91,95%CI:1.55-2.37,7=0.012),vascular invasion(RR=0.90,95%CI:0.57-1.41,P=0.001).BTG1 low expression was significantly associated with overall survival(OS)(HR=0.47,95%CI:0.38-0.67,P=0.000).It concluded that BTG1 possessed the potential value for future research and could be recommended as a significant biomarker in solid tumor.展开更多
Aim:Bendamustine is primarily used for treatment of indolent lymphomas but has shown efficacy in some patients with diffuse large B-cell lymphoma(DLBCL)and multiple myeloma(MM).Molecular-based patient stratification f...Aim:Bendamustine is primarily used for treatment of indolent lymphomas but has shown efficacy in some patients with diffuse large B-cell lymphoma(DLBCL)and multiple myeloma(MM).Molecular-based patient stratification for identification of resistant patients,who will benefit from alternative treatments,is important.The aim of this study was to develop a resistance gene signature(REGS)from bendamustine dose-response assays in cultures of DLBCL and MM cell lines,enabling prediction of bendamustine response in DLBCL and MM patients.Methods:Bendamustine response was determined in 14 DLBCL and 11 MM cell lines.Using baseline gene expression profiles and degree of growth inhibition after bendamustine exposure,a bendamustine REGS was developed and examined for the risk stratification potential in DLBCL(n=971)and MM(n=1,126)patients divided into prognostic subtypes.Results:Bendamustine resistance significantly correlated with resistance to cyclophosphamide in DLBCL and melphalan in MM cell lines.The bendamustine REGS showed significantly lower bendamustine resistance probabilities in DLBCL patients with GCB subtype tumors and in tumors of the differentiation dependent centrocyte and plasmablast subtypes.In MM patients,pre-BII classified tumors displayed high bendamustine resistance probabilities and the plasma cell subtype had lower bendamustine resistance probability than memory cells.Furthermore,tumors belonging to the 4p14,MAF,and D2 TC subclasses consistently displayed high bendamustine resistance probabilities.Conclusion:Significant differences in predicted response to bendamustine were found in molecular subtypes of DLBCL and MM,encouraging validation in prospective bendamustine-treated cohorts with available gene expression profiles and follow-up data.展开更多
The initiation of B-cell ligand recognition is a critical step for the generation of an immune response against foreign bodies. We sought to identify the biochemical pathways involved in the B-cell ligand recognition ...The initiation of B-cell ligand recognition is a critical step for the generation of an immune response against foreign bodies. We sought to identify the biochemical pathways involved in the B-cell ligand recognition cascade and sets of ligands that trigger similar immunological responses. We utilized several comparative approaches to analyze the gene coexpression networks generated from a set of microarray experiments spanning 33 different ligands. First, we compared the degree distributions of the generated networks. Second, we utilized a pairwise network alignment algorithm, BiNA, to align the networks based on the hubs in the networks. Third, we aligned the networks based on a set of KEGG pathways. We summarized our results by constructing a consensus hierarchy of pathways that are involved in B cell ligand recognition. The resulting pathways were further validated through literature for their common physiological responses. Col- lectively, the results based on our comparative analyses of degree distributions, alignment of hubs, and alignment based on KEGG path- ways provide a basis for molecular characterization of the immune response states of B-cells and demonstrate the power of comparative approaches (e.g., gene coexpression network alignment algorithms) in elucidating biochemical pathways involved in complex signaling events in ceils.展开更多
基金supported in part by the National Natural ScienceFoundation of China(No.81702849).
文摘Objective:Diffuse large B-cell lymphoma(DLBCL)is an aggressive type of non-Hodgkin lymphoma.Due to its genetic heterogeneity and abnormal metabolism,many DLBCL patients have a poor prognosis.This study investigated the key metabolism-related genes and potential mechanisms.Methods:Differentially expressed genes,differentially expressed transcription factors(TFs),and differentially expressed metabolism-related genes(DEMRGs)of glucose and lipid metabolic processes were identified using the edgeR package.Key DEMRGs were screened by Lasso regression,and a prediction model was constructed.The cell type identification by estimating relative subsets of RNA transcripts algorithm was utilized to assess the fraction of immune cells,and Gene Set Enrichment Analysis was used to determine immune-related pathways.A regulatory network was constructed with significant co-expression interactions among TFs,DEMRGs,immune cells/pathways,and hallmark pathways.Results:A total of 1551 DEMRGs were identified.A prognostic model with a high applicability(area under the curve=0.921)was constructed with 13 DEMRGs.Tumorigenesis of DLBCL was highly related to the neutrophil count.Four DEMRGs(PRXL2AB,CCN1,DECR2 and PHOSPHO1)with 32 TF-DEMRG,36 DEMRG-pathway,14 DEMRG-immune-cell,9 DEMRG-immune-gene-set,and 67 DEMRG-protein-chip interactions were used to construct the regulatory network.Conclusion:We provided a prognostic prediction model based on 13 DEMRGs for DLBCL.We found that phosphatase,orphan 1(PHOSPHO1)is positively regulated by regulatory factor X5(RFX5)and mediates MYC proto-oncogene(MYC)targeting the V2 pathway and neutrophils.
文摘Objective To investigate the frequency of t(14; 18) in different subtypes of B-cell lymphomas and the ability or the polymerase chain reaction(PCR) to detect this rearrangement in frozen samples. Methods 1o7 cases of B-cell lymphomas were studied uslng DNA extracted from rresh-frozen tissues. The DNA samples were amplified by PCR for bcl-2 MBR/JH. The products of bcl-2/JH rearrangement were hybridized with an internal olignucleotide probe or bcl-2 MBR. Results The rearranged bcl-2MBR/JH gene was detected in 13 of the 25(52. o% ) follicular center lymphomas, according to REAL classification: 8 of 11 (72. 7%) grade 1, 2 of 5(40. 0%) grade I, and 3 of 90 (33. 3%) grade, 17 of 82(2o. 8%) cases or difruse large B-cell lymphomas were found to have detectable bel-2 MBR/J. rearrangement- Conclusion The rrequency or bcl-2 MBR/JH rearrangement in diffuse large B-cell lymphomas is significantly lower than those in follicular center lympkomas(X2= 9. 28, P <o. oo5), suggesting that bcl2/JH rearrangements occur mainly in follicular center lymphomas. in addition, the result of reconstruction experiments suggest that amplification or bcl-2 MBR/JH rearrangements by PCR is both sensitive and specific for detection of t (14; 18 ) translocation.
文摘BACKGROUND Anaplastic lymphoma kinase(ALK)-positive large B-cell lymphoma(LBCL)is an aggressive and rare variant of diffuse LBCL.Herein,we report an uncommon case of stage IE extranodal ALK-positive LBCL initially originating in the bulbar con-junctiva.CASE SUMMARY A 63-year-old woman presented with a mass in the left bulbar conjunctiva that had persisted for six months,accompanied by swelling and pain that had per-sisted for 3 d.Eye examination revealed an 8 mm slightly elevated pink mass in the lower conjunctival sac of the left eye.Microscopically,the tumor was com-posed of large immunoblastic and plasmablastic large lymphoid cells with scattered anaplastic or multinucleated large cells.Immunophenotypically,the neoplastic cells were positive for ALK,CD10,CD138,Kappa,MUM1,BOB.1,OCT-2,CD4,CD45,EMA,CD79a,CD38,and AE1/AE3,and negative for CD20,PAX5,Lambda,BCL6,CD30 and all other T-cell antigens.The results of gene rearrangement tests showed monoclonal IGH/IGK/IGL and TCRD rearran-gements.Fluorescence in situ hybridization studies did not reveal any BCL2,BCL6 or MYC rearrangements.Furthermore,Epstein-Barr virus was not detected by in situ hybridization in the lesions.Based on the histopathological and imaging examinations,the neoplasm was classified as stage IE ALK-positive LBCL.No further treatments were administered.At the 6,15,and 21 mo postoperative follow-up visits,the patient was in good condition,without obvious discomfort.This case represents the first example of primary extranodal ALK-positive LBCL presenting as a bulbar conjunctival mass,which is extremely rare and shares morphological and immunohistochemical features with a variety of other neo-plasms that can result in misdiagnosis.CONCLUSION Awareness of the condition presented in this case report is necessary for early and accurate diagnosis and appropriate treatment.
基金Supported by Marmara University Research Fund, No. SAG-DKR-140305-0089
文摘AIM:To investigate the association between prognosis of rectal cancer treated with chemoradiotherapy(CRT) and expression of sensitive-to-apoptosis(SAG),B-cell lymphoma-extra large(Bcl-X L) and Bcl-2 homologous antagonist/killer(Bak).METHODS:Real-time quantitative polymerase chain reaction was used to determine the expression of proteins of interest,namely SAG,Bcl-X L,Bak and β-actin,in rectal carcinoma patients who had a follow-up period of 3 years after CRT.Biopsy specimens were excised from the rectal tumor preceding CRT.RESULTS:SAG,Bcl-X L and Bak proteins showed significant correlations with each other.In multivariate analysis,patients with high vs low SAG expression showed a statistically significant difference in 2-year survival rates:56% vs 73%,respectively(P = 0.056).On the other hand,there were no significant correlations between the expression levels of all three genes and metastatic rates or tumor responses to CRT.Mean overall survival in the patients with elevated SAG expression was 27.1 mo ± 3.9 mo [95% confidence interval(CI):19.3-34.9],and in patients with reduced expression,it was 32.1 mo ± 2.5 mo(95% CI:27.3-36.9).The corresponding values for Bcl-X L were 28.0 mo ± 4.1 mo(95% CI:19.9-36.1) and 31.7 mo ± 2.9 mo(95% CI:26.0-37.5),and those for Bak were 29.8 mo ± 3.7 mo(95% CI:22.5-37.2) and 30.6 mo ± 2.4 mo(95% CI:25.5-35.0),respectively.CONCLUSION:Two-year survival rates significantly correlated with low SAG expression,and SAG may be a candidate gene for good prognosis,independent of therapeutic response of different individuals.
基金Supported by The Natural Science Foundation of Heilongjiang Province, No. 2005-13
文摘AIM:To determine whether mitochondrial dysfunction resulting from high-fat diet is related to impairment of the phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt,also known as PKB) pathway. METHODS:Rat models of nonalcoholic fatty liver were established by high-fat diet feeding. The expression of total and phosphorylated P13K and Akt proteins in hepatocytes was determined by Western blotting. Degree of fat accumulation in liver was measured by hepatic triglyceride. Mitochondrial number and size were determined using quantitative morphometric analysis under transmission electron microscope. The permeability of the outer mitochondrial membrane was assessed by determining the potential gradient across this membrane.RESULTS:After Wistar rats were fed with high-fat diet for 16 wk,their hepatocytes displayed an accumulation of fat (103.1 ± 12.6 vs 421.5 ± 19.7,P < 0.01),deformed mitochondria (9.0% ± 4.3% vs 83.0% ± 10.9%,P < 0.05),and a reduction in the mitochondrial membrane potential (389.385% ± 18.612% vs 249.121% ± 13.526%,P < 0.05). In addition,the expression of the phosphorylated P13K and Akt proteins in hepatocytes was reduced,as was the expression of the anti-apoptotic protein Bcl-2,while expression of the pro-apoptotic protein caspase-3 was increased. When animals were treated with pharmacological inhibitors of P13K or Akt,instead of high-fat diet,a similar pattern of hepatocellular fat accumulation,mitochondrial impairment,and change in the levels of PI3K,Akt,Bcl-2 was observed. CONCLUSION:High-fat diet appears to inhibit the PI3K/Akt signaling pathway,which may lead to hepa-tocellular injury through activation of the mitochondrial membrane pathway of apoptosis.
基金Supported by Specialized Research Fund for the Doctoral Program of Higher Education of China,No.20120142120048Natural Science Foundation of Hubei Province,China,No.2012FFB02308
文摘AIM: To investigate the association between endogenous hydrogen sulfide (H<sub>2</sub>S) and portal hypertension as well as its effect on vascular smooth muscle cells.
基金Natural Science Foundation of Hubei Province of China(No.2018CFB611).
文摘Abundant studies have been conducted to identify how B-cell translocation gene 1 protein(BTG1)gene affects the differentiation,proliferation,metastasis of cancer cells,and how it further regulates the generation or development of diseases to influence the prognosis of patients.However,the data from single research were not powerful enough.The correlations between BTG1 expression and mechanisms of tumorigenesis or prognosis of patients are still in controversial.Our system review and meta-analysis provided a complete explanation about the association between BTG1 expression and clinicopathological features or prognosis of patients,which further laid a foundation for future research on BTG1.Fifteen eligible studies consisting of 1992 participants were included.We uncovered that BTG1 expression in solid tumors was associated w让h lymph node status(RR=0.66,95%CI:0.58-0.75,P=0.142),TMN stage status(RR=2.13,95%CI:1.71-2.65,P=0.001),T category(RR=1.90,95%CI:1.20-3.00,P=0.000),histological differentiation(RR-1.91,95%CI:1.55-2.37,7=0.012),vascular invasion(RR=0.90,95%CI:0.57-1.41,P=0.001).BTG1 low expression was significantly associated with overall survival(OS)(HR=0.47,95%CI:0.38-0.67,P=0.000).It concluded that BTG1 possessed the potential value for future research and could be recommended as a significant biomarker in solid tumor.
文摘Aim:Bendamustine is primarily used for treatment of indolent lymphomas but has shown efficacy in some patients with diffuse large B-cell lymphoma(DLBCL)and multiple myeloma(MM).Molecular-based patient stratification for identification of resistant patients,who will benefit from alternative treatments,is important.The aim of this study was to develop a resistance gene signature(REGS)from bendamustine dose-response assays in cultures of DLBCL and MM cell lines,enabling prediction of bendamustine response in DLBCL and MM patients.Methods:Bendamustine response was determined in 14 DLBCL and 11 MM cell lines.Using baseline gene expression profiles and degree of growth inhibition after bendamustine exposure,a bendamustine REGS was developed and examined for the risk stratification potential in DLBCL(n=971)and MM(n=1,126)patients divided into prognostic subtypes.Results:Bendamustine resistance significantly correlated with resistance to cyclophosphamide in DLBCL and melphalan in MM cell lines.The bendamustine REGS showed significantly lower bendamustine resistance probabilities in DLBCL patients with GCB subtype tumors and in tumors of the differentiation dependent centrocyte and plasmablast subtypes.In MM patients,pre-BII classified tumors displayed high bendamustine resistance probabilities and the plasma cell subtype had lower bendamustine resistance probability than memory cells.Furthermore,tumors belonging to the 4p14,MAF,and D2 TC subclasses consistently displayed high bendamustine resistance probabilities.Conclusion:Significant differences in predicted response to bendamustine were found in molecular subtypes of DLBCL and MM,encouraging validation in prospective bendamustine-treated cohorts with available gene expression profiles and follow-up data.
基金funded by the National Science Foundation (NSF) Grant (DGE0504304) to Iowa State University and NSF Grants 0939370,0835541 and 0641037 awarded to SS
文摘The initiation of B-cell ligand recognition is a critical step for the generation of an immune response against foreign bodies. We sought to identify the biochemical pathways involved in the B-cell ligand recognition cascade and sets of ligands that trigger similar immunological responses. We utilized several comparative approaches to analyze the gene coexpression networks generated from a set of microarray experiments spanning 33 different ligands. First, we compared the degree distributions of the generated networks. Second, we utilized a pairwise network alignment algorithm, BiNA, to align the networks based on the hubs in the networks. Third, we aligned the networks based on a set of KEGG pathways. We summarized our results by constructing a consensus hierarchy of pathways that are involved in B cell ligand recognition. The resulting pathways were further validated through literature for their common physiological responses. Col- lectively, the results based on our comparative analyses of degree distributions, alignment of hubs, and alignment based on KEGG path- ways provide a basis for molecular characterization of the immune response states of B-cells and demonstrate the power of comparative approaches (e.g., gene coexpression network alignment algorithms) in elucidating biochemical pathways involved in complex signaling events in ceils.