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Péterffy B, Nádasi TJ, Krizsán S, Horváth A, Márk Á, Barna G, Timár B, Almási L, Müller J, Csanádi K, Rakonczai A, Nagy Z, Kállay K, Kertész G, Kriván G, Csóka M, Sebestyén A, Semsei ÁF, Kovács GT, Erdélyi DJ, Bödör C, Egyed B, Alpár D. Digital PCR-based quantification of miR-181a in the cerebrospinal fluid aids patient stratification in pediatric acute lymphoblastic leukemia. Sci Rep 2024; 14:28556. [PMID: 39558071 PMCID: PMC11574027 DOI: 10.1038/s41598-024-79733-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 11/12/2024] [Indexed: 11/20/2024] Open
Abstract
Despite remarkable improvements in the survival of pediatric acute lymphoblastic leukemia (ALL), sensitive detection and clinical management of central nervous system leukemia (CNSL) are still immensely challenging. Blast cells residing in the CNS but not circulating in the cerebrospinal fluid (CSF) remain undetected by current diagnostic methods, preventing a truly risk-adapted anti-leukemic treatment in this compartment. We examined the clinical applicability of the molecular marker microRNA (miR)-181a quantified in the cell-free CSF to evaluate the level of CNS involvement and to optimize patient stratification based on CNS status. Normalized copy number of miR-181a was longitudinally profiled using droplet digital PCR, and the results were compared with the degree of leukemic involvement of the CNS. After combining cytospin- and flow cytometry (FCM) data with miR-181a expression, we could stratify previously ambiguous cases and reclassify patients into a CNS-positive/miR-significant group (mean ± SE for miR-181a copies: 3300.70 ± 809.69) bearing remarkable infiltration as well as into CNS-minimal/miR-significant and CNS-minimal/miR-minimal groups differentiating putative, clinically significant occult CNSL cases (2503.50 ± 275.89 and 744.02 ± 86.81 copies, respectively, p = 1.13 × 10-6). In summary, miR-181a expression is a promising biomarker for CNSL detection, facilitating the robust identification of patients who could benefit from intensified CNS-directed therapy.
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Grants
- PD145889, FK134253, K137948, K139139 Hungarian National Research, Development and Innovation Office
- PD145889, FK134253, K137948, K139139 Hungarian National Research, Development and Innovation Office
- PD145889, FK134253, K137948, K139139 Hungarian National Research, Development and Innovation Office
- PD145889, FK134253, K137948, K139139 Hungarian National Research, Development and Innovation Office
- PD145889, FK134253, K137948, K139139 Hungarian National Research, Development and Innovation Office
- PD145889, FK134253, K137948, K139139 Hungarian National Research, Development and Innovation Office
- PD145889, FK134253, K137948, K139139 Hungarian National Research, Development and Innovation Office
- STIA-KFI-2022 Semmelweis Scientific and Innovation fund
- STIA-KFI-2022 Semmelweis Scientific and Innovation fund
- 739593 Horizon 2020 Framework Programme
- 739593 Horizon 2020 Framework Programme
- TKP2021-EGA-24, TKP2021-NVA-15 National Research, Development and Innovation Fund
- TKP2021-EGA-24, TKP2021-NVA-15 National Research, Development and Innovation Fund
- EFOP-3.6.3-VEKOP-16-2017-00009 Complementary Research Excellence Program of Semmelweis University
- BO/00125/22 János Bolyai Research Scholarship
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Affiliation(s)
- Borbála Péterffy
- HCEMM-SE, MTA-SE "Lendület" Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, 26 Üllői Str, 1085, Budapest, Hungary
| | - Tamás J Nádasi
- Pediatric Center, Semmelweis University, 7-9 Tűzoltó Str, 1094, Budapest, Hungary
| | - Szilvia Krizsán
- HCEMM-SE, MTA-SE "Lendület" Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, 26 Üllői Str, 1085, Budapest, Hungary
- Pediatric Center, Semmelweis University, 7-9 Tűzoltó Str, 1094, Budapest, Hungary
| | - Anna Horváth
- Department of Pathology and Experimental Cancer Research, Semmelweis University, 26 Üllői Str, 1085, Budapest, Hungary
| | - Ágnes Márk
- Department of Pathology and Experimental Cancer Research, Semmelweis University, 26 Üllői Str, 1085, Budapest, Hungary
| | - Gábor Barna
- Department of Pathology and Experimental Cancer Research, Semmelweis University, 26 Üllői Str, 1085, Budapest, Hungary
| | - Botond Timár
- HCEMM-SE, MTA-SE "Lendület" Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, 26 Üllői Str, 1085, Budapest, Hungary
| | - Laura Almási
- Pediatric Center, Semmelweis University, 7-9 Tűzoltó Str, 1094, Budapest, Hungary
| | - Judit Müller
- Pediatric Center, Semmelweis University, 7-9 Tűzoltó Str, 1094, Budapest, Hungary
| | - Krisztina Csanádi
- Hemato-Oncology Unit, Heim Pál Children's Hospital, 86 Üllői Str, 1089, Budapest, Hungary
| | - Anna Rakonczai
- Department of Internal Medicine and Hematology, Semmelweis University, 46 Szentkirályi Str, 1088, Budapest, Hungary
| | - Zsolt Nagy
- Department of Internal Medicine and Hematology, Semmelweis University, 46 Szentkirályi Str, 1088, Budapest, Hungary
| | - Krisztián Kállay
- Department of Pediatric Hematology and Stem Cell Transplantation, Central Hospital of Southern Pest, National Institute of Hematology and Infectious Diseases, 5-7 Albert Flórián Str, 1097, Budapest, Hungary
| | - Gabriella Kertész
- Department of Pediatric Hematology and Stem Cell Transplantation, Central Hospital of Southern Pest, National Institute of Hematology and Infectious Diseases, 5-7 Albert Flórián Str, 1097, Budapest, Hungary
| | - Gergely Kriván
- Department of Pediatric Hematology and Stem Cell Transplantation, Central Hospital of Southern Pest, National Institute of Hematology and Infectious Diseases, 5-7 Albert Flórián Str, 1097, Budapest, Hungary
| | - Monika Csóka
- Pediatric Center, Semmelweis University, 7-9 Tűzoltó Str, 1094, Budapest, Hungary
| | - Anna Sebestyén
- Department of Pathology and Experimental Cancer Research, Semmelweis University, 26 Üllői Str, 1085, Budapest, Hungary
| | - Ágnes F Semsei
- Department of Genetics, Cell- and Immunobiology, Semmelweis University, 4 Nagyvárad Square, 1089, Budapest, Hungary
| | - Gábor T Kovács
- Pediatric Center, Semmelweis University, 7-9 Tűzoltó Str, 1094, Budapest, Hungary
| | - Dániel J Erdélyi
- Pediatric Center, Semmelweis University, 7-9 Tűzoltó Str, 1094, Budapest, Hungary
| | - Csaba Bödör
- HCEMM-SE, MTA-SE "Lendület" Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, 26 Üllői Str, 1085, Budapest, Hungary
| | - Bálint Egyed
- HCEMM-SE, MTA-SE "Lendület" Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, 26 Üllői Str, 1085, Budapest, Hungary.
- Pediatric Center, Semmelweis University, 7-9 Tűzoltó Str, 1094, Budapest, Hungary.
| | - Donát Alpár
- HCEMM-SE, MTA-SE "Lendület" Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, 26 Üllői Str, 1085, Budapest, Hungary
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Tang X, Mai H, Wang L, Chen S, Chen F, Li T, Liu Y, Zhou G, Liu S, Wang Y, Liu S, Fu X, Wen F. Diagnostic significance of cerebrospinal fluid flow cytometry in Chinese children with B lineage acute lymphoblastic leukemia. BMC Pediatr 2024; 24:204. [PMID: 38519960 PMCID: PMC10958868 DOI: 10.1186/s12887-024-04684-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 03/01/2024] [Indexed: 03/25/2024] Open
Abstract
BACKGROUND Central nervous system leukemia (CNSL) is one of the major causes of the poor prognosis of childhood leukemia. We aimed to compare the sensitivity of cytomorphology (CM) and flow cytometry (FCM) in diagnosing CNSL, emphasizing the importance of FCM in the diagnosis process. METHODS One-hundred-sixty-five children with newly diagnosed B-cell Acute Lymphoblastic Leukemia (B-cell ALL) were included in this study. Cerebrospinal fluid (CSF) samples were taken for routine CSF analysis, CM analysis, and FCM examination. Computed tomography scans and/or magnetic resonance imaging were performed at diagnosis. Patients with CNS2, CNS3, and traumatic lumbar puncture (TLP) at diagnosis received two additional courses of triple intrathecal injections during induction treatment. We compared the sensitivity of FCM and CM in the diagnosis of children with CNSL. RESULTS One hundred and twenty-eight (77.58%) CSF samples were negative by either CM or FCM (CM-/FCM-), four (2.42%) were positive by both CM and FCM (CM+/FCM+), and thirty-three (20%) displayed a single positive finding by FCM (CM-/FCM+) (p = 0.044). By adding two intrathecal injections in the induction treatment, ten children with TLP+ had no CNS relapse, like those with TLP-. However, compared to CNS1 and TLP, the event-free survival (EFS) did not significantly improve in patients with CNS2 and CNS3. Moreover, CNSL status was associated with worse 3-year EFS (p < 0.05). CONCLUSIONS We have validated that FCM is more accurate in stratifying the status of the CNS compared to CM analysis. However, to improve the EFS rate of childhood leukemia, it is necessary to combine CM examination, FCM, and cranial imaging for the early diagnosis of CNSL.
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Affiliation(s)
- Xue Tang
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No.7019 Yitian Road, Futian District, Shenzhen, China
- Department of Hematology and Oncology, Shenzhen Children's Hospital of China Medical University, Shenzhen, China
| | - Huirong Mai
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No.7019 Yitian Road, Futian District, Shenzhen, China
| | - Lulu Wang
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No.7019 Yitian Road, Futian District, Shenzhen, China
| | - Shiyang Chen
- Department of Laboratory Medicine, Shenzhen Children's Hospital, Shenzhen, China
| | - Fen Chen
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No.7019 Yitian Road, Futian District, Shenzhen, China
| | - Tonghui Li
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No.7019 Yitian Road, Futian District, Shenzhen, China
| | - Yi Liu
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No.7019 Yitian Road, Futian District, Shenzhen, China
| | - Guichi Zhou
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No.7019 Yitian Road, Futian District, Shenzhen, China
| | - Shilin Liu
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No.7019 Yitian Road, Futian District, Shenzhen, China
| | - Ying Wang
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No.7019 Yitian Road, Futian District, Shenzhen, China
| | - Sixi Liu
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No.7019 Yitian Road, Futian District, Shenzhen, China
| | - Xiaoying Fu
- Department of Laboratory Medicine, Shenzhen Children's Hospital, Shenzhen, China.
| | - Feiqiu Wen
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No.7019 Yitian Road, Futian District, Shenzhen, China.
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Modvig S, Jeyakumar J, Marquart HV, Christensen C. Integrins and the Metastasis-like Dissemination of Acute Lymphoblastic Leukemia to the Central Nervous System. Cancers (Basel) 2023; 15:cancers15092504. [PMID: 37173970 PMCID: PMC10177281 DOI: 10.3390/cancers15092504] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 04/23/2023] [Accepted: 04/24/2023] [Indexed: 05/15/2023] Open
Abstract
Acute lymphoblastic leukemia (ALL) disseminates with high prevalence to the central nervous system (CNS) in a process resembling aspects of the CNS surveillance of normal immune cells as well as aspects of brain metastasis from solid cancers. Importantly, inside the CNS, the ALL blasts are typically confined within the cerebrospinal fluid (CSF)-filled cavities of the subarachnoid space, which they use as a sanctuary protected from both chemotherapy and immune cells. At present, high cumulative doses of intrathecal chemotherapy are administered to patients, but this is associated with neurotoxicity and CNS relapse still occurs. Thus, it is imperative to identify markers and novel therapy targets specific to CNS ALL. Integrins represent a family of adhesion molecules involved in cell-cell and cell-matrix interactions, implicated in the adhesion and migration of metastatic cancer cells, normal immune cells, and leukemic blasts. The ability of integrins to also facilitate cell-adhesion mediated drug resistance, combined with recent discoveries of integrin-dependent routes of leukemic cells into the CNS, have sparked a renewed interest in integrins as markers and therapeutic targets in CNS leukemia. Here, we review the roles of integrins in CNS surveillance by normal lymphocytes, dissemination to the CNS by ALL cells, and brain metastasis from solid cancers. Furthermore, we discuss whether ALL dissemination to the CNS abides by known hallmarks of metastasis, and the potential roles of integrins in this context.
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Affiliation(s)
- Signe Modvig
- Department of Clinical Immunology, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Jenani Jeyakumar
- Department of Clinical Immunology, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
| | - Hanne Vibeke Marquart
- Department of Clinical Immunology, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Claus Christensen
- Department of Clinical Immunology, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
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Kim JB, Lee JM, Son SM. Childhood Acute Lymphoblastic Leukemia Showing Unilateral Motor Dysfunction Prior to Chemotherapy: A Diffusion Tensor Tractography Study. CHILDREN (BASEL, SWITZERLAND) 2023; 10:children10020224. [PMID: 36832353 PMCID: PMC9954999 DOI: 10.3390/children10020224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 01/19/2023] [Accepted: 01/25/2023] [Indexed: 01/31/2023]
Abstract
This study aimed to evaluate children with lymphoblastic leukemia and examine the potential correlation between corticospinal tract (CST) injury and motor dysfunction prior to chemotherapy using diffusion tensor tractography (DTT). Nineteen consecutive patients with childhood leukemia (mean age 7.483 ± 3.1 years, range 4-12 years) with unilateral motor dysfunction who underwent DTT prior to chemotherapy and twenty healthy individuals (mean age 7.478 ± 1.2 years; range 4-12 years) were enrolled. Motor functions were evaluated by two independent investigators. The cause of neurological dysfunction was identified based on the CST state using mean fractional anisotropy (FA), mean fiber volume (FV), and CST integrity using DTT. All patients showed disrupted integrity and significantly decreased FA and FV in the affected CST compared to the unaffected CST and the control group (p < 0.05). These DTT results also corresponded to patients' unilateral motor dysfunction. Using DTT, we demonstrated that neurological dysfunction may occur in patients with childhood acute lymphoblastic leukemia even prior to chemotherapy, and that CST injuries correlate with motor dysfunction in these patients. DTT may be a useful modality for evaluating the neural tract state in pediatric leukemia patients with neurological dysfunction.
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Affiliation(s)
- Jong Bum Kim
- Department of Physical Medicine and Rehabilitation, College of Medicine, Yeungnam University, Daegu 42415, Republic of Korea
| | - Jae Min Lee
- Department of Pediatric Medicine, College of Medicine, Yeungnam University, Daegu 42415, Republic of Korea
| | - Su Min Son
- Department of Physical Medicine and Rehabilitation, College of Medicine, Yeungnam University, Daegu 42415, Republic of Korea
- Correspondence: ; Tel.: +82-53-620-3268
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Thastrup M, Marquart HV, Schmiegelow K. Flow Cytometric Detection of Malignant Blasts in Cerebrospinal Fluid: A Biomarker of Central Nervous System Involvement in Childhood Acute Lymphoblastic Leukemia. Biomolecules 2022; 12:biom12060813. [PMID: 35740938 PMCID: PMC9221543 DOI: 10.3390/biom12060813] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Revised: 06/03/2022] [Accepted: 06/07/2022] [Indexed: 02/06/2023] Open
Abstract
Despite the excellent prognosis for children and adolescents with acute lymphoblastic lymphoma (ALL), the involvement of the central nervous system (CNS) represents a major therapeutic challenge. Patients who develop CNS relapse have a very poor prognosis, and since current methods cannot reliably identify patients with CNS involvement or patients at high risk of CNS relapse, all children with ALL receive CNS-directed treatment. The current golden standard for detecting CNS involvement is the assessment of cytomorphology on cytospin slides of cerebrospinal fluid (CSF). This technique is inadequate due to low sensitivity and reproducibility. Flow cytometric analysis of CSF represent a novel, highly specific and sensitive technique for the detection of leukemic cells in the CNS. In prospective studies, CSF flow cytometry demonstrated two to three times higher rates of CNS involvement at diagnosis of childhood ALL than conventional cytospin, and especially demonstrated superior sensitivity in detecting low-level CNS disease. CNS involvement determined via flow cytometry has been linked to a higher risk of CNS relapse and poor outcomes in several studies. In this review, we discuss the central analytical concepts of CSF flow cytometry and summarize the current evidence supporting the use of flow cytometric detection of malignant blasts as a biomarker of CNS involvement in childhood ALL.
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Affiliation(s)
- Maria Thastrup
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet, University of Copenhagen, 2100 Copenhagen, Denmark;
| | - Hanne Vibeke Marquart
- Department of Clinical Immunology, Rigshospitalet, University of Copenhagen, 2100 Copenhagen, Denmark;
| | - Kjeld Schmiegelow
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet, University of Copenhagen, 2100 Copenhagen, Denmark;
- Institute of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2100 Copenhagen, Denmark
- Correspondence:
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Xu LH, Geng X, Liao N, Yang LH, Mai HR, Wan WQ, Huang LB, Zheng MC, Tian C, Chen HQ, Chen QW, Long XJ, Zhen ZJ, Liu RY, Li QR, Wu BY, Wang LN, Kong XL, Chen GH, Fang JP, Li Y. Prognostic significance of CNSL at diagnosis of childhood B-cell acute lymphoblastic leukemia: A report from the South China Children's Leukemia Group. Front Oncol 2022; 12:943761. [PMID: 36033509 PMCID: PMC9399517 DOI: 10.3389/fonc.2022.943761] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Accepted: 07/20/2022] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVES The prognostic significance of acute lymphoblastic leukemia (ALL) patients with central nervous system leukemia (CNSL) at diagnosis is controversial. We aimed to determine the impact of CNSL at diagnosis on the clinical outcomes of childhood B-cell ALL in the South China Children's Leukemia Group (SCCLG). METHODS A total of 1,872 childhood patients were recruited for the study between October 2016 and July 2021. The diagnosis of CNSL depends on primary cytological examination of cerebrospinal fluid, clinical manifestations, and imaging manifestations. Patients with CNSL at diagnosis received two additional courses of intrathecal triple injections during induction. RESULTS The frequency of CNLS at the diagnosis of B-cell ALL was 3.6%. Patients with CNSL at diagnosis had a significantly higher mean presenting leukocyte count (P = 0.002) and poorer treatment response (P <0.05) compared with non-CNSL patients. Moreover, CNSL status was associated with worse 3-year event-free survival (P = 0.030) and a higher risk of 3-year cumulative incidence of relapse (P = 0.008), while no impact was observed on 3-year overall survival (P = 0.837). Multivariate analysis revealed that CNSL status at diagnosis was an independent predictor with a higher cumulative incidence of relapse (hazard ratio = 2.809, P = 0.016). CONCLUSION CNSL status remains an adverse prognostic factor in childhood B-cell ALL, indicating that additional augmentation of CNS-directed therapy is warranted for patients with CNSL at diagnosis.
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Affiliation(s)
- Lu-Hong Xu
- Department of Pediatric Hematology/Oncology, Children’s Medical Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xu Geng
- Department of Pediatric Hematology/Oncology, Children’s Medical Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Ning Liao
- Department of Pediatrics, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Li-Hua Yang
- Department of Pediatric Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Hui-Rong Mai
- Department of Hematology and Oncology, Shenzhen Children’s Hospital, Shenzhen, China
| | - Wu-Qing Wan
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Li-Bin Huang
- Department of Pediatrics, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Min-Cui Zheng
- Department of Hematology, Hunan Children’s Hospital, Changsha, China
| | - Chuan Tian
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Hui-Qin Chen
- Department of Pediatrics, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Qi-Wen Chen
- Department of Pediatrics, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Xing-Jiang Long
- Department of Pediatrics, Liuzhou People’s Hospital, Liuzhou, China
| | - Zi-Jun Zhen
- Department of Pediatric Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Ri-Yang Liu
- Department of Pediatrics, Huizhou Central People’s Hospital, Huizhou, China
| | - Qiao-Ru Li
- Department of Pediatrics, Zhongshan People’s Hospital, Zhongshan, China
| | - Bei-Yan Wu
- Department of Pediatrics, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Li-Na Wang
- Department of Pediatrics, Guangzhou First People’s Hospital, Guangzhou, China
| | - Xian-Ling Kong
- Department of Pediatrics, Boai Hospital of Zhongshan, Zhongshan, China
| | - Guo-Hua Chen
- Department of Pediatrics, Huizhou First People’s Hospital, Huizhou, China
| | - Jian-Pei Fang
- Department of Pediatric Hematology/Oncology, Children’s Medical Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yang Li
- Department of Pediatric Hematology/Oncology, Children’s Medical Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- *Correspondence: Yang Li,
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