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Traxel S, Schadt L, Eyer T, Mordasini V, Gysin C, Munthe LA, Niggli F, Nadal D, Bürgler S. Bone marrow T helper cells with a Th1 phenotype induce activation and proliferation of leukemic cells in precursor B acute lymphoblastic leukemia patients. Oncogene 2018; 38:2420-2431. [PMID: 30532071 DOI: 10.1038/s41388-018-0594-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Revised: 10/08/2018] [Accepted: 11/13/2018] [Indexed: 01/05/2023]
Abstract
Precursor B cell acute lymphoblastic leukemia (BCP-ALL) constitutes the leading cause of cancer-related death in children. While chromosomal alterations contribute to BCP-ALL pathogenesis, they are insufficient for leukemia development. Epidemiological data and evidence from a mouse model suggest that immune responses to infections may trigger the emergence of leukemia, but the mechanisms remain unclear. Here, we show that T helper (Th) cells from bone marrow of pediatric BCP-ALL patients can be attracted and activated by autologous BCP-ALL cells. Bone-marrow Th cells supportively interacted with BCP-ALL cells, inducing upregulation of important surface molecules and BCP-ALL cell proliferation. These Th cells displayed a Th1-like phenotype and produced high levels of IFN-γ. IFN-γ was responsible for the upregulation of CD38 in BCP-ALL cells, a molecule which we found to be associated with early relapse, and accountable for the production of IP-10, a chemokine involved in BCP-ALL migration and drug resistance. Thus, our data provide mechanistic support for an involvement of Th cell immune responses in the propagation of BCP-ALL and suggest that BCP-ALL cell-supportive Th cells may serve as therapeutic target.
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Affiliation(s)
- Sabrina Traxel
- Experimental Infectious Diseases and Cancer Research, Children's Research Center, University Children's Hospital Zurich, Zurich, Switzerland
| | - Linda Schadt
- Experimental Infectious Diseases and Cancer Research, Children's Research Center, University Children's Hospital Zurich, Zurich, Switzerland
| | - Tatjana Eyer
- Experimental Infectious Diseases and Cancer Research, Children's Research Center, University Children's Hospital Zurich, Zurich, Switzerland
| | - Vanessa Mordasini
- Experimental Infectious Diseases and Cancer Research, Children's Research Center, University Children's Hospital Zurich, Zurich, Switzerland
| | - Claudine Gysin
- Division of Otolaryngology, Children's Research Center, University Children's Hospital Zurich, Zurich, Switzerland
| | - Ludvig A Munthe
- KG Jebsen Centre for B Cell Malignancies-Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Felix Niggli
- Experimental Infectious Diseases and Cancer Research, Children's Research Center, University Children's Hospital Zurich, Zurich, Switzerland
| | - David Nadal
- Experimental Infectious Diseases and Cancer Research, Children's Research Center, University Children's Hospital Zurich, Zurich, Switzerland
| | - Simone Bürgler
- Experimental Infectious Diseases and Cancer Research, Children's Research Center, University Children's Hospital Zurich, Zurich, Switzerland.
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2
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Guo J, Chen H, Yang P, Lee YT, Wu M, Przytycka TM, Kwoh CK, Zheng J. LDSplitDB: a database for studies of meiotic recombination hotspots in MHC using human genomic data. BMC Med Genomics 2018; 11:27. [PMID: 29697370 PMCID: PMC5918432 DOI: 10.1186/s12920-018-0351-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Background Meiotic recombination happens during the process of meiosis when chromosomes inherited from two parents exchange genetic materials to generate chromosomes in the gamete cells. The recombination events tend to occur in narrow genomic regions called recombination hotspots. Its dysregulation could lead to serious human diseases such as birth defects. Although the regulatory mechanism of recombination events is still unclear, DNA sequence polymorphisms have been found to play crucial roles in the regulation of recombination hotspots. Method To facilitate the studies of the underlying mechanism, we developed a database named LDSplitDB which provides an integrative and interactive data mining and visualization platform for the genome-wide association studies of recombination hotspots. It contains the pre-computed association maps of the major histocompatibility complex (MHC) region in the 1000 Genomes Project and the HapMap Phase III datasets, and a genome-scale study of the European population from the HapMap Phase II dataset. Besides the recombination profiles, related data of genes, SNPs and different types of epigenetic modifications, which could be associated with meiotic recombination, are provided for comprehensive analysis. To meet the computational requirement of the rapidly increasing population genomics data, we prepared a lookup table of 400 haplotypes for recombination rate estimation using the well-known LDhat algorithm which includes all possible two-locus haplotype configurations. Conclusion To the best of our knowledge, LDSplitDB is the first large-scale database for the association analysis of human recombination hotspots with DNA sequence polymorphisms. It provides valuable resources for the discovery of the mechanism of meiotic recombination hotspots. The information about MHC in this database could help understand the roles of recombination in human immune system. Database URL http://histone.scse.ntu.edu.sg/LDSplitDB
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Affiliation(s)
- Jing Guo
- School of Computer Science and Engineering, Nanyang Technological University, Nanyang Ave, Singapore, 639798, Singapore
| | - Hao Chen
- School of Computer Science and Engineering, Nanyang Technological University, Nanyang Ave, Singapore, 639798, Singapore
| | - Peng Yang
- School of Computer Science and Engineering, Nanyang Technological University, Nanyang Ave, Singapore, 639798, Singapore.,Institute for Infocomm Research, Agency for Science, Technology & Research, 1 Fusionopolis Way, Singapore, 138632, Singapore
| | - Yew Ti Lee
- School of Computer Science and Engineering, Nanyang Technological University, Nanyang Ave, Singapore, 639798, Singapore
| | - Min Wu
- School of Computer Science and Engineering, Nanyang Technological University, Nanyang Ave, Singapore, 639798, Singapore.,Institute for Infocomm Research, Agency for Science, Technology & Research, 1 Fusionopolis Way, Singapore, 138632, Singapore
| | - Teresa M Przytycka
- NCBI, NLM, National Institutes of Health, 8600 Rockville Pike, Bethesda, Maryland, 20894, USA
| | - Chee Keong Kwoh
- School of Computer Science and Engineering, Nanyang Technological University, Nanyang Ave, Singapore, 639798, Singapore
| | - Jie Zheng
- School of Computer Science and Engineering, Nanyang Technological University, Nanyang Ave, Singapore, 639798, Singapore. .,Genome Institute of Singapore, Agency for Science, Technology, and Research, Biopolis, Singapore, 138672, Singapore.
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Bürgler S, Nadal D. Pediatric precursor B acute lymphoblastic leukemia: are T helper cells the missing link in the infectious etiology theory? Mol Cell Pediatr 2017; 4:6. [PMID: 28508352 PMCID: PMC5432458 DOI: 10.1186/s40348-017-0072-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Accepted: 04/25/2017] [Indexed: 01/09/2023] Open
Abstract
Precursor B acute lymphoblastic leukemia (BCP-ALL), the most common childhood malignancy, arises from an expansion of malignant B cell precursors in the bone marrow. Epidemiological studies suggest that infections or immune responses to infections may promote such an expansion and thus BCP-ALL development. Nevertheless, a specific pathogen responsible for this process has not been identified. BCP-ALL cells critically depend on interactions with the bone marrow microenvironment. The bone marrow is also home to memory T helper (Th) cells that have previously expanded during an immune response in the periphery. In secondary lymphoid organs, Th cells can interact with malignant cells of mature B cell origin, while such interactions between Th cells and malignant immature B cell in the bone marrow have not been described yet. Nevertheless, literature supports a model where Th cells—expanded during an infection in early childhood—migrate to the bone marrow and support BCP-ALL cells as they support normal B cells. Further research is required to mechanistically confirm this model and to elucidate the interaction pathways between leukemia cells and cells of the tumor microenvironment. As benefit, targeting these interactions could be included in current treatment regimens to increase therapeutic efficiency and to reduce relapses.
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Affiliation(s)
- Simone Bürgler
- Experimental Infectious Diseases and Cancer Research, University Children's Hospital Zürich, 8008, Zürich, Switzerland.
| | - David Nadal
- Experimental Infectious Diseases and Cancer Research, University Children's Hospital Zürich, 8008, Zürich, Switzerland
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4
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Xu G, Li Z, Wang L, Chen F, Chi Z, Gu M, li S, Wu D, Miao J, Zhang Y, Hao L, Fan Y. Label-free quantitative proteomics reveals differentially expressed proteins in high risk childhood acute lymphoblastic leukemia. J Proteomics 2017; 150:1-8. [DOI: 10.1016/j.jprot.2016.08.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2016] [Revised: 08/17/2016] [Accepted: 08/23/2016] [Indexed: 12/28/2022]
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Chen H, Yang P, Guo J, Kwoh CK, Przytycka TM, Zheng J. ARG-walker: inference of individual specific strengths of meiotic recombination hotspots by population genomics analysis. BMC Genomics 2015; 16 Suppl 12:S1. [PMID: 26679564 PMCID: PMC4682399 DOI: 10.1186/1471-2164-16-s12-s1] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Meiotic recombination hotspots play important roles in various aspects of genomics, but the underlying mechanisms for regulating the locations and strengths of recombination hotspots are not yet fully revealed. Most existing algorithms for estimating recombination rates from sequence polymorphism data can only output average recombination rates of a population, although there is evidence for the heterogeneity in recombination rates among individuals. For genome-wide association studies (GWAS) of recombination hotspots, an efficient algorithm that estimates the individualized strengths of recombination hotspots is highly desirable. RESULTS In this work, we propose a novel graph mining algorithm named ARG-walker, based on random walks on ancestral recombination graphs (ARG), to estimate individual-specific recombination hotspot strengths. Extensive simulations demonstrate that ARG-walker is able to distinguish the hot allele of a recombination hotspot from the cold allele. Integrated with output of ARG-walker, we performed GWAS on the phased haplotype data of the 22 autosome chromosomes of the HapMap Asian population samples of Chinese and Japanese (JPT+CHB). Significant cis-regulatory signals have been detected, which is corroborated by the enrichment of the well-known 13-mer motif CCNCCNTNNCCNC of PRDM9 protein. Moreover, two new DNA motifs have been identified in the flanking regions of the significantly associated SNPs (single nucleotide polymorphisms), which are likely to be new cis-regulatory elements of meiotic recombination hotspots of the human genome. CONCLUSIONS Our results on both simulated and real data suggest that ARG-walker is a promising new method for estimating the individual recombination variations. In the future, it could be used to uncover the mechanisms of recombination regulation and human diseases related with recombination hotspots.
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Affiliation(s)
- Hao Chen
- Biomedical Informatics Graduate Lab, School of Computer Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
- Singapore Immunology Network (SIgN), A*STAR, Biopolis, Singapore 138648, Singapore
| | - Peng Yang
- Biomedical Informatics Graduate Lab, School of Computer Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
- Institute for Infocomm Research (I2R), A*STAR (Agency for Science, Technology, and Research), 1 Fusionopolis, Singapore 138632, Singapore
| | - Jing Guo
- Biomedical Informatics Graduate Lab, School of Computer Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
| | - Chee Keong Kwoh
- Biomedical Informatics Graduate Lab, School of Computer Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
| | - Teresa M Przytycka
- Computational Biology Branch, National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), 8600 Rockville Pike, Bethesda, Maryland 20894, USA
| | - Jie Zheng
- Biomedical Informatics Graduate Lab, School of Computer Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
- Genome Institute of Singapore, A*STAR, Biopolis, Singapore 138672, Singapore
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6
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Li J, Wang XR, Zhai XW, Wang HS, Qian XW, Miao H, Zhu XH. Association of SLCO1B1 gene polymorphisms with toxicity response of high dose methotrexate chemotherapy in childhood acute lymphoblastic leukemia. Int J Clin Exp Med 2015; 8:6109-6113. [PMID: 26131212 PMCID: PMC4483916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2014] [Accepted: 03/16/2015] [Indexed: 06/04/2023]
Abstract
OBJECTIVE The present study aims to investigate the correlation of polymorphisms of SLCO1B1 gene with the toxicity during therapy with the high-dose methotrexate (MTX) chemotherapy in childhood acute lymphoblastic leukemia. METHODS We analyzed 2 polymorphisms (rs4149081 and rs11045897) in SLCO1B1 gene in 280 Chinese pediatric B-ALL patients, using MTX plasma concentration as an objective and quantifiable marker of toxicity. We utilized Enzyme-multiplied immunoassay technique (EMIT) to measure the plasma concentration of MTX. The polymerase chain reaction-allele specific (PCR-AS) method was utilized to perform the genotyping. RESULTS We found there was a statistically significant association between MTX plasma concentration and the SLCO1B1 rs11045879 CC genotype (P<0.05). We also found the rs4149081 AA genotype was associated with high-MTX plasma concentrations. A-C haplotype carriers have a higher risk for MTX delayed clearance but G-T haplotype was associated with a lower risk for MTX delayed clearance. CONCLUSIONS The rs4149081 AA genotype and the rs11045897 CC genotype could be indicators for high-MTX plasma concentrations in children with ALL.
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Affiliation(s)
- Jun Li
- Department of Hematology and Oncology, Children’s Hospital of Fudan UniversityNo. 399 Wanyuan Road, Shanghai, 201102, P.R. China
| | - Xiao-Ru Wang
- Department of Pediatries, Provincial Hospital Affiliated to Shandong University324 Jingwu Road, Jinan, Shandong 250021, China
| | - Xiao-Wen Zhai
- Department of Hematology and Oncology, Children’s Hospital of Fudan UniversityNo. 399 Wanyuan Road, Shanghai, 201102, P.R. China
| | - Hong-Sheng Wang
- Department of Hematology and Oncology, Children’s Hospital of Fudan UniversityNo. 399 Wanyuan Road, Shanghai, 201102, P.R. China
| | - Xiao-Wen Qian
- Department of Hematology and Oncology, Children’s Hospital of Fudan UniversityNo. 399 Wanyuan Road, Shanghai, 201102, P.R. China
| | - Hui Miao
- Department of Hematology and Oncology, Children’s Hospital of Fudan UniversityNo. 399 Wanyuan Road, Shanghai, 201102, P.R. China
| | - Xiao-Hua Zhu
- Department of Hematology and Oncology, Children’s Hospital of Fudan UniversityNo. 399 Wanyuan Road, Shanghai, 201102, P.R. China
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