Evidence map›Paper›PMID 42162371›Full record

ArticleNature medicine2026

Pathogenic germline variations and cancer risks in pediatric patients referred for genetic testing.

Huijun Wang, Xinran Dong, Feifan Xiao, Gen Li, Yulan Lu, Mengyuan Qiao, Bingbing Wu, Qi Ni, Kai Yan, Qin Li and 19 more

Abstract read
In one paragraph

Article in Nature medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

29 authors.

Huijun Wang *Center for Molecular Medicine, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.
Xinran Dong *Center for Molecular Medicine, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.
Feifan Xiao *Center for Molecular Medicine, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.ORCID http://orcid.org/0000-0003-3806-845X
Gen Li *AI Cross Disciplinary Research Institute and Faculty of Medicine, Macau University of Science and Technology, Macau, China.
Yulan LuCenter for Molecular Medicine, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China.
Mengyuan QiaoCenter for Molecular Medicine, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.
Bingbing WuCenter for Molecular Medicine, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.
Qi NiCenter for Molecular Medicine, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.
Kai YanDepartment of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.
Qin LiDepartment of Maternal and Child Health, School of public health, Peking University, Beijing, China.ORCID http://orcid.org/0000-0002-8633-8859
Zhaoqing YinDepartment of Neonatology, Dehong People's Hospital of Yunnan Province, Mangshi, China.
Ling YangDepartment of Neonatology, Hainan Women and Children's Medical Center, Haikou, China.
Dongmei ChenDepartment of Neonatal Intensive Care Unit, Quanzhou Women's and Children's Hospital, Quanzhou, China.
Liping ChenDepartment of Neonatology, Jiangxi Provincial Children's Hospital, Nanchang, China.
Wenqing KangDepartment of Neonatology, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou, China.
Qiufen WeiDepartment of Neonatology, Maternal and Child Health Care Hospital of Guangxi Zhuang Autonomous Region, Nanning, China.
Li TaoDivision of Neonatology and Center for Newborn Care, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China.
Guoqiang ChengDepartment of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.
Laishuan WangDepartment of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.
Kai LiDepartment of Pediatric Surgery, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.ORCID http://orcid.org/0000-0001-5050-0175
Chun ShenDepartment of Pediatric Surgery, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.
Sujuan WangDepartment of Rehabilitation, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.
Xiu XuDivision of Child Health Care, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.
Mingqi YangAI Cross Disciplinary Research Institute and Faculty of Medicine, Macau University of Science and Technology, Macau, China.
Fei LiuAI Cross Disciplinary Research Institute and Faculty of Medicine, Macau University of Science and Technology, Macau, China. liufei_2359@163.com.ORCID http://orcid.org/0000-0003-1734-7214
Hao LiDepartment of Neurosurgery, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China. lihao7272@163.com.ORCID http://orcid.org/0000-0001-7755-1749
Kang ZhangAI Cross Disciplinary Research Institute and Faculty of Medicine, Macau University of Science and Technology, Macau, China. kang.zhang@gmail.com.ORCID http://orcid.org/0000-0002-4549-1697
Wenhao ZhouCenter for Molecular Medicine, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China. zhouwenhao@fudan.edu.cn.ORCID http://orcid.org/0000-0001-8956-7238
International Consortium in Digital Twins in Healthcare and Medicine

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Next-generation sequencing technologies have been widely applied in diagnosing genetic disorders in pediatric patients. However, the cancer predisposition and tumor characteristics in individuals who have germline pathogenic variants remain unclear. We analyzed exome sequencing data from 75,602 pediatric patients referred for genetic testing between January 2016 and January 2025, tracking cancer as a secondary finding. The most common reasons for genetic testing were symptoms related to the nervous system, metabolic disorders and immune dysfunction. Among 110,692 variants of 139 tumor susceptibility genes, we identified 501 (456 single-nucleotide variants, 45 copy number variations, 0.45%) pathogenic or likely pathogenic (P/LP) and 3,848 (3,650 single-nucleotide variants, 198 copy number variations, 3.5%) variants of uncertain significance leaning toward likely pathogenic variants. Of 411 patients with tumors (203 with preexisting tumors and 208 with new tumors diagnosed during follow-up), 134 (32.6%) harbored causative germline P/LP variants in genes such as NF1 (13.1%), TSC2 (5.8%), RB1 (4.6%) and WT1 (3.2%). Critically, prospective follow-up of 64,187 patients without initial tumors revealed a significantly higher incidence of malignant tumors in those carrying P/LP variants (3.23 per 1,000 person-years) compared with those with variants of uncertain significance leaning toward likely pathogenic or other variants (0.236 and 0.272 per 1,000 person-years, respectively). These findings underscore the importance of proactive genetic counseling and surveillance for pediatric patients with pathogenic germline variants.

Indexed as

Genetic Predisposition to DiseaseGenetic TestingGerm-Line MutationNeoplasmsAdolescentChildChild, PreschoolDNA Copy Number VariationsExome SequencingFemaleHigh-Throughput Nucleotide SequencingHumansInfantMaleNeurofibromin 1Retinoblastoma Binding ProteinsNeurofibromin 1NF1 protein, humanRB1 protein, humanRetinoblastoma Binding ProteinsTSC2 protein, humanTuberous Sclerosis Complex 2 ProteinUbiquitin-Protein Ligases

Identifiers

PMID42162371
PMCPMC13278953

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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.