Evidence map›Paper›PMID 24451681›Full record

ArticleNature communications2014

Metabolic enzyme expression highlights a key role for MTHFD2 and the mitochondrial folate pathway in cancer.

Roland Nilsson, Mohit Jain, Nikhil Madhusudhan, Nina Gustafsson Sheppard, Laura Strittmatter, Caroline Kampf, Jenny Huang, Anna Asplund, Vamsi K Mootha

Open access · bronzeAbstract read
In one paragraph

Article in Nature communications, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 380 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
380citing papers in PubMed, 3 pooled it
12.1field-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.

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

380 citing papers in PubMed, 3 syntheses or guidelines pooled it, 587 citations in OpenAlex.

  1. Biomarker discovery in NAFLD: insights from metabolomics and vote counting meta-analysis.Metabolomics : Official journal of the Metabolomic Society · 2025
    Pooled it
  2. Pooled it
  3. Pooled it
  4. Review
  5. Article
  6. The mitochondrial chaperone HSPD1 folds MTHFD2 independently of its co-chaperone HSPE1.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2026
    Article
  7. Article
  8. Review
  9. Review
  10. Article
  11. Review
  12. MTHFD2: a promising metabolic checkpoint for diseases.Journal of translational medicine · 2026
    Review
  13. Review
  14. Investigating the oncogenic potential of MTHFD2 in oral squamous cell carcinoma.Journal of cancer research and clinical oncology · 2026
    Article
  15. Article
  16. Article
  17. Article
  18. Review
  19. Article
  20. Metabolic Reprogramming ofCancer communications (London, England) · 2026
    Article

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

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

9 authors at 7 institutions in 2 countries.

Roland Nilsson1] Unit of Computational Medicine, Department of Medicine, Karolinska Institutet, 17176 Stockholm, Sweden [2] Center for Molecular Medicine, Karolinska Institutet, 17176 Stockholm, Sweden [3].
Mohit Jain1] Broad Institute, Cambridge, Massachusetts 02142, USA [2] Department of Systems Biology, Harvard Medical School, Boston, Massachusetts 02115, USA [3] Department of Molecular Biology and the Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts 02114, USA [4] Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA [5] [6].
Nikhil Madhusudhan1] Broad Institute, Cambridge, Massachusetts 02142, USA [2] Department of Systems Biology, Harvard Medical School, Boston, Massachusetts 02115, USA [3] Department of Molecular Biology and the Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
Nina Gustafsson Sheppard1] Unit of Computational Medicine, Department of Medicine, Karolinska Institutet, 17176 Stockholm, Sweden [2] Center for Molecular Medicine, Karolinska Institutet, 17176 Stockholm, Sweden.
Laura Strittmatter1] Broad Institute, Cambridge, Massachusetts 02142, USA [2] Department of Systems Biology, Harvard Medical School, Boston, Massachusetts 02115, USA [3] Department of Molecular Biology and the Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
Caroline KampfDepartment of Immunology, Genetics & Pathology, Science for Life Laboratory, Uppsala University, 75185 Uppsala, Sweden.
Jenny HuangLa Jolla Institute for Allergy and Immunology, San Diego, California 92037, USA.
Anna AsplundDepartment of Immunology, Genetics & Pathology, Science for Life Laboratory, Uppsala University, 75185 Uppsala, Sweden.
Vamsi K Mootha1] Broad Institute, Cambridge, Massachusetts 02142, USA [2] Department of Systems Biology, Harvard Medical School, Boston, Massachusetts 02115, USA [3] Department of Molecular Biology and the Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
Center for Systems Biology · USKarolinska Institutet · SEBroad Institute · USHarvard University · USLa Jolla Institute for Immunology · USScience for Life Laboratory · SEUppsala University · SE

Funding

Metabolic Profiling of OXPHOS DysfunctionR01DK081457 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI MOOTHA, VAMSI KRISHNA · 2008 to 2012
$2.2M
A systems approach to metabolic dysregulation in the heartK08HL107451 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI JAIN, MOHIT · 2011 to 2015
$685k
Howard Hughes Medical InstituteNHLBI NIH HHS K08 HL107451NHLBI NIH HHS NIH K08HL107451NIDDK NIH HHS R01 DK081457NIDDK NIH HHS R01DK081457
6 · The paper itself

Abstract

Metabolic remodeling is now widely regarded as a hallmark of cancer, but it is not clear whether individual metabolic strategies are frequently exploited by many tumours. Here we compare messenger RNA profiles of 1,454 metabolic enzymes across 1,981 tumours spanning 19 cancer types to identify enzymes that are consistently differentially expressed. Our meta-analysis recovers established targets of some of the most widely used chemotherapeutics, including dihydrofolate reductase, thymidylate synthase and ribonucleotide reductase, while also spotlighting new enzymes, such as the mitochondrial proline biosynthetic enzyme PYCR1. The highest scoring pathway is mitochondrial one-carbon metabolism and is centred on MTHFD2. MTHFD2 RNA and protein are markedly elevated in many cancers and correlated with poor survival in breast cancer. MTHFD2 is expressed in the developing embryo, but is absent in most healthy adult tissues, even those that are proliferating. Our study highlights the importance of mitochondrial compartmentalization of one-carbon metabolism in cancer and raises important therapeutic hypotheses.

Indexed as

AminohydrolasesCell DeathCell Line, TransformedCell ProliferationFolic AcidGene Expression Regulation, NeoplasticHumansMetabolic Networks and PathwaysMethylenetetrahydrofolate Dehydrogenase (NADP)MitochondriaMultienzyme ComplexesNeoplasmsRNA InterferenceRNA, MessengerAminohydrolasesFolic Acidmethylene tetrahydrofolate dehydrogenase-methenyltetrahydrofolate cyclohydrolaseMethylenetetrahydrofolate Dehydrogenase (NADP)Multienzyme ComplexesRNA, Messenger

Identifiers

PMID24451681
PMCPMC4106362
OpenAlexW2168735777

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.