Evidence map›Paper›PMID 31697823›Full record

ArticleBlood2020

Therapy-induced mutations drive the genomic landscape of relapsed acute lymphoblastic leukemia.

Benshang Li, Samuel W Brady, Xiaotu Ma, Shuhong Shen, Yingchi Zhang, Yongjin Li, Karol Szlachta, Li Dong, Yu Liu, Fan Yang and 37 more

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in Blood, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06882057 (Chinese Children's Cancer Group-2025 Protocol for Newly Diagnosed Low Risk Childhood B-cell Acute Lymphoblastic Leukemia), which is not on this map. Cited by 181 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
181citing papers in PubMed, 1 pooled it
15.8field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06882057 phase2 / phase3recruitingnot on this mapstarted 2025, after this paper: background citation

Chinese Children's Cancer Group-2025 Protocol for Newly Diagnosed Low Risk Childhood B-cell Acute Lymphoblastic Leukemia

TypeinterventionalSponsorInstitute of Hematology & Blood Diseases Hospital, ChinaRan2025 to 2033Enrolled3,000ConditionsAcute Lymphoblastic Leukemia ALL, Childhood Leukemia, Acute Lymphoblastic, B Cell Acute Lymphoblastic Leukemia (B-ALL)ArmsBlinatumomab, Reinduction-2 omission, Chemo-light Maintenance 2
3 · Its place in the literature

Who cites it

181 citing papers in PubMed, 1 synthesis or guideline pooled it, 293 citations in OpenAlex.

  1. Association ofHaematologica · 2024
    Pooled it
  2. Trial
  3. Trial
  4. Article
  5. Article
  6. Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. CNR1 and CNR2 Cannabinoid Receptor Mutations in Cancer Cells.Current issues in molecular biology · 2026
    Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Frontiers in oncology · 2026
    Article
  20. Review

121 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

47 authors at 11 institutions in 3 countries.

Benshang LiKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
Samuel W BradyDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Xiaotu MaDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Shuhong ShenKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
Yingchi ZhangState Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital-Center for Stem Cell Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China.
Yongjin LiDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Karol SzlachtaDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Li DongDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Yu LiuDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Fan YangKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
Ningling WangDepartment of Pediatrics, the Second Hospital of Anhui Medical University, Hefei, China.
Diane A FlaschDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Matthew A MyersDepartment of Computer Science, Princeton University, Princeton, NJ.
Heather L MulderDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Lixia DingKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
Yanling LiuDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Liqing TianDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Kohei HagiwaraDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Ke XuDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Xin ZhouDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Edgar SiosonDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Tianyi WangKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
Liu YangKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
Jie ZhaoKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
Hui ZhangDepartment of Pediatric Hematology/Oncology, Guangzhou Women and Children's Medical Center, Guangzhou, Guangdong, China.
Ying ShaoDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Hongye SunWuXi NextCODE Co., Ltd, Shanghai, China.
Lele SunWuXi NextCODE Co., Ltd, Shanghai, China.
Jiaoyang CaiKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
Hui-Ying SunKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
Ting-Nien LinDepartment of Pharmaceutical Sciences.
Lijuan DuKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
Hui LiKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
Michael RuschDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Michael N EdmonsonDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
John EastonDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
Xiaofan ZhuState Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital-Center for Stem Cell Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China.
Jingliao ZhangState Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital-Center for Stem Cell Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China.
Cheng ChengDepartment of Biostatistics, and.
Benjamin J RaphaelDepartment of Computer Science, Princeton University, Princeton, NJ.
Jingyan TangKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
James R DowningDepartment of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee, TN.
Ludmil B AlexandrovDepartment of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA; and.
Bin-Bing S ZhouKey Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Shanghai Children's Medical Center-National Children's Medical Center, and.
Ching-Hon PuiDepartment of Oncology, St. Jude Children's Research Hospital, Memphis, TN.
Jun J YangDepartment of Pharmaceutical Sciences.
Jinghui ZhangDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN.
St. Jude Children's Research Hospital · USShanghai Jiao Tong University · CNShanghai Children's Medical Center · CNWuXi AppTec (China) · CNChinese Academy of Medical Sciences & Peking Union Medical College · CNPharmaceutical Biotechnology (Czechia) · CZPrinceton University · USAnhui Medical University · CNCancer Research And Biostatistics · USGuangzhou Women and Children Medical Center · CNUniversity of California San Diego · US

Funding

Viral Vector Technology (VVTSR)P30CA021765 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI CHARLES ROBERTS · 1985 to 2026
$166.9M
VIRAL MALIGNANCYP30CA023100 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Jesse Nodora · 1985 to 2026
$124.9M
Pathway and Network Integration of Cancer Genomics and Clinical DataU24CA211000 · NCI · PRINCETON UNIVERSITY · PI RAPHAEL, BENJAMIN, YEH, JEN JEN · 2016 to 2020
$1.7M
NCI NIH HHS P30 CA021765NCI NIH HHS P30 CA023100NCI NIH HHS U24 CA211000
6 · The paper itself

Abstract

To study the mechanisms of relapse in acute lymphoblastic leukemia (ALL), we performed whole-genome sequencing of 103 diagnosis-relapse-germline trios and ultra-deep sequencing of 208 serial samples in 16 patients. Relapse-specific somatic alterations were enriched in 12 genes (NR3C1, NR3C2, TP53, NT5C2, FPGS, CREBBP, MSH2, MSH6, PMS2, WHSC1, PRPS1, and PRPS2) involved in drug response. Their prevalence was 17% in very early relapse (<9 months from diagnosis), 65% in early relapse (9-36 months), and 32% in late relapse (>36 months) groups. Convergent evolution, in which multiple subclones harbor mutations in the same drug resistance gene, was observed in 6 relapses and confirmed by single-cell sequencing in 1 case. Mathematical modeling and mutational signature analysis indicated that early relapse resistance acquisition was frequently a 2-step process in which a persistent clone survived initial therapy and later acquired bona fide resistance mutations during therapy. In contrast, very early relapses arose from preexisting resistant clone(s). Two novel relapse-specific mutational signatures, one of which was caused by thiopurine treatment based on in vitro drug exposure experiments, were identified in early and late relapses but were absent from 2540 pan-cancer diagnosis samples and 129 non-ALL relapses. The novel signatures were detected in 27% of relapsed ALLs and were responsible for 46% of acquired resistance mutations in NT5C2, PRPS1, NR3C1, and TP53. These results suggest that chemotherapy-induced drug resistance mutations facilitate a subset of pediatric ALL relapses.

Indexed as

Mutation5'-NucleotidaseAntimetabolites, AntineoplasticBiomarkers, TumorChildDNA Mutational AnalysisFemaleFollow-Up StudiesGenomicsHigh-Throughput Nucleotide SequencingHumansMaleMethotrexateMutagenesisPrecursor Cell Lymphoblastic Leukemia-LymphomaPrognosis5'-NucleotidaseAntimetabolites, AntineoplasticBiomarkers, TumorMethotrexateNR3C1 protein, humanNT5C2 protein, humanReceptors, GlucocorticoidTP53 protein, humanTumor Suppressor Protein p53

Identifiers

PMID31697823
PMCPMC6940198
OpenAlexW2981608667

What OpenQuestion holds

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.