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10/10/2026 5:58 pm
A practical toolkit for finding, getting and evaluating cancer research, ordered roughly as you would use it.
Where to search
- PubMed is the core index. Most of the syntax tips below are for it.
- Europe PMC searches both abstracts and full texts in one place, so it catches details abstracts never mention, such as a cell line, a dose or an assay. Its Advanced Search can limit a query to one section of the paper, such as Methods, and
SRC:PPRlimits results to preprints. - Google Scholar casts the widest net (theses, books, conference papers) and is the best tool for "Cited by" chasing.
- Citation-map tools (Connected Papers, ResearchRabbit, Litmaps, Semantic Scholar) take two or three key papers and show the cluster of work around them.
- bioRxiv and medRxiv have the newest work, which is not yet peer reviewed. SciELO (fully open access) and LILACS cover Latin American literature.
Cancer-specific resources
- Getting oriented: NCI's PDQ summaries (the health-professional versions are referenced and evidence-graded), and NCCN and ESMO guidelines for current standard of care.
- Data you can check yourself: cBioPortal (tumor genomics and survival), DepMap (CRISPR dependencies, drug sensitivity and metabolomics across hundreds of cell lines), COSMIC (somatic mutations), Human Protein Atlas (expression in tumors).
- Repurposing: the Anticancer Fund's ReDO_DB lists licensed non-cancer drugs with published evidence of anticancer activity. A companion open database, ReDO_Trials_DB, tracks repurposing clinical trials in oncology.
- Trials and regulators: ClinicalTrials.gov has results for many trials that were never published, and terminated trials count as evidence too. FDA review documents (Drugs@FDA) and EMA assessment reports (EPARs) contain more trial detail than the papers.
- Conference abstracts: AACR (Cancer Research supplements), ASCO (JCO supplements) and ESMO (Annals of Oncology supplements) have the newest data, but it is preliminary.
Search tips
- Build one synonym set per concept. Join terms within a set with OR, and join the sets with AND.
- Disease: cancer, tumor/tumour, neoplasm, carcinoma, plus the specific type and its abbreviation (TNBC, NSCLC).
- Target: the official gene symbol plus its aliases (HGNC lists them), and protein and isoform names.
- Drug: generic name, code name and brand. Early preclinical papers often use only the code name (CB-839 before it was named telaglenastat). The NCI Drug Dictionary and PubChem list synonyms.
- Mix MeSH terms and free text.
[mh]finds indexed papers well, and[tiab]catches the newest ones, because filters that depend on MeSH can miss records not yet indexed, like preprints and ahead-of-print papers. - Wildcards: the asterisk needs at least four letters before it and switches off PubMed's automatic term mapping. For example,
tumo*r*covers tumor, tumour and tumors. - Proximity:
"glutamine addiction"[tiab:~3]finds the two words in any order with up to three words between them. It only works in the title, title/abstract and affiliation fields, and not together with wildcards. - Check what PubMed actually searched: on the Advanced page, expand the Search Details in your History.
- Vocabulary for different kinds of evidence:
- Synergy: synerg*, "combination index", Bliss, Loewe, Chou-Talalay, isobologram
- Repurposing: "drug repositioning"[mh], repurpos*
- Animal studies: xenograft*, "patient-derived", orthotopic
- Human data:
clinical trial[pt], orsystematic[sb]for systematic reviews
- Look for disconfirming evidence on purpose: terminated trials, phrases like "did not improve" or "no significant", and letters or comments on the paper.
- Set alerts so new papers come to you: PubMed's "Create alert" (it needs a free My NCBI account), plus Google Scholar alerts.
Example PubMed query that combines a target, a combination concept and a disease concept:
("glutaminase"[tiab] OR GLS1[tiab] OR telaglenastat[tiab] OR "CB-839"[tiab])
AND (synerg*[tiab] OR "combination index"[tiab] OR "drug combination*"[tiab])
AND (neoplasms[mh] OR cancer*[tiab] OR tumo*r*[tiab])
Getting full text legally
Roughly in order of effort:
- Unpaywall browser extension (Chrome or Firefox): a green tab appears beside a paywalled article when a free, legal copy exists. Install it from unpaywall.org, because a Firefox add-on with the same name is a different tool that opens news sites through web archives.
- Free full text filters: in PubMed, add
free full text[Filter]or"pubmed pmc"[sb]to a search. Europe PMC's "Link to free full text" filter finds legal free copies hosted on other sites. - NIH-funded papers: anything accepted since July 1, 2025 has to be in PMC with no embargo from its publication date. Check PMC before giving up on a recent one.
- Google Scholar's "All N versions" link often leads to a repository or author copy.
- Preprints and author manuscripts: look on bioRxiv, the authors' university repository, or repository aggregators such as CORE and BASE.
- Email the corresponding author with the title and DOI. Most reply within days, and sharing a copy for personal research is usually allowed. ResearchGate's "Request full-text" button works the same way.
- Zotero's "Find Available PDF" fetches open-access copies automatically. Zotero also flags retracted papers in your library.
- Theses (OATD, university repositories) often include the full methods and the negative results that didn't make it into the paper.
Reading cancer papers critically
- Cell lines: Cellosaurus flags misidentified and contaminated cell lines, including everything on the ICLAC register. One text-mining study of methods sections found about 8.6% of the cell lines mentioned were on the problematic list.
- Concentrations: compare the doses used in cell culture with plasma levels patients can actually reach. Metformin, for example, is often used at millimolar concentrations in culture, far above typical patient levels.
- Synergy claims: real synergy is measured across a matrix of doses and scored with a model such as Bliss, Loewe, ZIP or the combination index. A result like "A plus B worked better than A alone" does not show synergy.
- Culture media: standard media contain nutrient levels unlike those in the body. Metabolic dependencies, glutamine dependence in particular, can look different in animals or in physiological media such as HPLM or Plasmax.
- Replication: the Reproducibility Project: Cancer Biology completed 50 replication experiments from 23 high-impact papers, and the effects were on average 85% smaller than originally reported. Look for independent replication before building on a single result.
- Retractions and critiques: check PubPeer (its browser extension flags papers that are being discussed) and the Retraction Watch database, which is now openly available through Crossref.
Sources
- PubMed User Guide
- Section level search functionality in Europe PMC
- NIH Public Access Policy (Emory)
- BEIC on Springer Nature (CINCEL)
- Problematic cell lines and RRIDs (eLife)
- Reproducibility Project: Cancer Biology (COS)
This topic was modified 3 days ago by johan