Evidence map›Paper›PMID 37173708›Full record

ArticleMolecular cancer2023

Epigenetic inactivation of the 5-methylcytosine RNA methyltransferase NSUN7 is associated with clinical outcome and therapeutic vulnerability in liver cancer.

Vanessa Ortiz-Barahona, Marta Soler, Veronica Davalos, Carlos A García-Prieto, Maxime Janin, Fernando Setien, Irene Fernández-Rebollo, Joan J Bech-Serra, Carolina De La Torre, Sonia Guil and 10 more

Open access · goldAbstract read
In one paragraph

Article in Molecular cancer, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.

0numbers the graph read from it
0cells of the map it votes in
43citing papers in PubMed
7.8field-weighted citation impact, top 2% 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.

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

43 citing papers in PubMed, 52 citations in OpenAlex.

  1. Review
  2. Article
  3. Review
  4. Coordinated DNA 5-mC and RNA mExperimental & molecular medicine · 2026
    Article
  5. Review
  6. The m5C orchestrator NSUN7 drives SPARC/HMGB1 axis-mediated inflammation to exacerbate kidney injury.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  7. Review
  8. Review
  9. Article
  10. NSUN7 Regulates Sperm Flagella Formation at All Stages of Spermiogenesis.International journal of molecular sciences · 2025
    Article
  11. Article
  12. Review
  13. NSUN7 is a catalytically inactive RNA mNature communications · 2025
    Article
  14. Review
  15. NSUN7-mediated mJournal of translational medicine · 2025
    Article
  16. Review
  17. Review
  18. Article
  19. Review
  20. Review
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

20 authors at 9 institutions in 5 countries.

Vanessa Ortiz-BarahonaCancer Epigenetics Group, Josep Carreras Leukaemia Research Institute, Badalona, Barcelona, Catalonia, 08916, Spain.
Marta SolerCancer Epigenetics Group, Josep Carreras Leukaemia Research Institute, Badalona, Barcelona, Catalonia, 08916, Spain.
Veronica DavalosCancer Epigenetics Group, Josep Carreras Leukaemia Research Institute, Badalona, Barcelona, Catalonia, 08916, Spain.
Carlos A García-PrietoCancer Epigenetics Group, Josep Carreras Leukaemia Research Institute, Badalona, Barcelona, Catalonia, 08916, Spain.
Maxime JaninCancer Epigenetics Group, Josep Carreras Leukaemia Research Institute, Badalona, Barcelona, Catalonia, 08916, Spain.
Fernando SetienCancer Epigenetics Group, Josep Carreras Leukaemia Research Institute, Badalona, Barcelona, Catalonia, 08916, Spain.
Irene Fernández-RebolloCancer Epigenetics Group, Josep Carreras Leukaemia Research Institute, Badalona, Barcelona, Catalonia, 08916, Spain.
Joan J Bech-SerraProteomics Unit, Josep Carreras Leukaemia Research Institute, Badalona, Barcelona, Catalonia, 08916, Spain.
Carolina De La TorreProteomics Unit, Josep Carreras Leukaemia Research Institute, Badalona, Barcelona, Catalonia, 08916, Spain.
Sonia GuilRegulatory RNA and Chromatin Group, Josep Carreras Leukaemia Research Institute, Badalona, Barcelona, Catalonia, 08916, Spain.
Alberto VillanuevaChemoresistance and Predictive Factors Group, Program Against Cancer Therapeutic Resistance (ProCURE), Catalan Institute of Oncology (ICO), Oncobell Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet del Llobregat, Barcelona, Catalonia, Spain.
Pei-Hong ZhangShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.
Li YangCenter for Molecular Medicine, Children's Hospital, Fudan University and Shanghai Key Laboratory of Medical Epigenetics, International Laboratory of Medical Epigenetics and Metabolism, Institutes of Biomedical Sciences, Fudan University, Shanghai, China.
Marco GuarnacciShine-Dalgarno Centre for RNA Innovation, Australian National University, Canberra, Australia.
Ulrike SchumannShine-Dalgarno Centre for RNA Innovation, Australian National University, Canberra, Australia.
Thomas PreissShine-Dalgarno Centre for RNA Innovation, Australian National University, Canberra, Australia.
Ugne BalaseviciuteInstitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, University of Barcelona, Catalonia, Spain.
Robert MontalHospital Arnau de Vilanova, IRBLleida, University of Lleida (UdL), Catalonia, Spain.
Josep M LlovetInstitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, University of Barcelona, Catalonia, Spain.
Manel EstellerCancer Epigenetics Group, Josep Carreras Leukaemia Research Institute, Badalona, Barcelona, Catalonia, 08916, Spain. mesteller@carrerasresearch.org.
Josep Carreras Leukaemia Research Institute · ESAustralian National University · AUInstitució Catalana de Recerca i Estudis Avançats · ESBarcelona Supercomputing Center · ESBellvitge University Hospital · ESChildren's Hospital of Fudan University · CNConsorci Institut D'Investigacions Biomediques August Pi I Sunyer · ESShanghai Institute of Nutrition and Health · CNUniversitat de Lleida · ES

Funding

Cancer Research UK 26813
6 · The paper itself

Abstract

backgroundRNA modifications are important regulators of transcript activity and an increasingly emerging body of data suggests that the epitranscriptome and its associated enzymes are altered in human tumors.

methodsCombining data mining and conventional experimental procedures, NSUN7 methylation and expression status was assessed in liver cancer cell lines and primary tumors. Loss-of-function and transfection-mediated recovery experiments coupled with RNA bisulfite sequencing and proteomics determined the activity of NSUN7 in downstream targets and drug sensitivity.

resultsIn this study, the initial screening for genetic and epigenetic defects of 5-methylcytosine RNA methyltransferases in transformed cell lines, identified that the NOL1/NOP2/Sun domain family member 7 (NSUN7) undergoes promoter CpG island hypermethylation-associated with transcriptional silencing in a cancer-specific manner. NSUN7 epigenetic inactivation was common in liver malignant cells and we coupled bisulfite conversion of cellular RNA with next-generation sequencing (bsRNA-seq) to find the RNA targets of this poorly characterized putative RNA methyltransferase. Using knock-out and restoration-of-function models, we observed that the mRNA of the coiled-coil domain containing 9B (CCDC9B) gene required NSUN7-mediated methylation for transcript stability. Most importantly, proteomic analyses determined that CCDC9B loss impaired protein levels of its partner, the MYC-regulator Influenza Virus NS1A Binding Protein (IVNS1ABP), creating sensitivity to bromodomain inhibitors in liver cancer cells exhibiting NSUN7 epigenetic silencing. The DNA methylation-associated loss of NSUN7 was also observed in primary liver tumors where it was associated with poor overall survival. Interestingly, NSUN7 unmethylated status was enriched in the immune active subclass of liver tumors.

conclusionThe 5-methylcytosine RNA methyltransferase NSUN7 undergoes epigenetic inactivation in liver cancer that prevents correct mRNA methylation. Furthermore, NSUN7 DNA methylation-associated silencing is associated with clinical outcome and distinct therapeutic vulnerability.

Indexed as

Liver NeoplasmsMethyltransferases5-MethylcytosineCpG IslandsDNA MethylationEpigenesis, GeneticGene Expression Regulation, NeoplasticHumansProteomicsRNA-Binding ProteinsRNA, MessengerSulfitesTranscription Factors5-Methylcytosinehydrogen sulfiteIVNS1ABP protein, humanMethyltransferasesRNA-Binding ProteinsRNA, MessengerSulfitesTranscription Factors5-methylcytosine RNA methyltransferaseDNA methylationEpigeneticsLiver cancerNSUN7RNA modifications

Identifiers

PMID37173708
PMCPMC10176850
OpenAlexW4376631286

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.