Search PubMed for relevant literature on: $ARGUMENTS
Use the MCP tools available to you to find, contextualize, and summarize biomedical publications. Follow the steps below in order. If a step fails or returns no data, note the gap and continue.
Data Gathering Steps
1. Identify the Topic Type
Determine whether the input is:
- •A gene symbol (e.g.,
BRCA1,TP53) — if so, also gather gene context in step 2 - •A variant (e.g.,
BRAF V600E,NM_007294.4:c.5266dupC) — if so, also gather variant context - •A disease or general topic (e.g.,
Lynch syndrome,CRISPR gene therapy) — skip to step 3
2. Gene/Variant Context (if applicable)
If the topic includes a gene symbol:
- •Call
datasets_summary_genewith the gene symbol (taxon: human) to get the gene's full name and summary. - •Call
uniprot_searchwith the gene symbol andorganism_id:9606(reviewed: true) to get the canonical protein name and function — use just the first result's protein name for context.
If the topic includes a specific variant:
- •Call
clinvar_searchwith the variant identifier to get clinical significance and associated conditions.
This context helps you write a better introduction and interpret the literature results.
3. Literature Search — Primary Query
- •Call
pubmed_searchwith the user's topic as the query,max_results: 15. - •Review the returned articles: titles, journals, dates, and abstracts.
4. Literature Search — Refined Queries (if needed)
If the primary search returns fewer than 5 results, or the topic is broad, run 1-2 additional targeted searches:
- •For a gene: try
"[GENE] AND review[pt]"to find review articles - •For a variant: try
"[GENE] AND [VARIANT] AND pathogenic" - •For a disease: try
"[DISEASE] AND molecular mechanism" - •For a therapy: try
"[THERAPY] AND clinical trial"
Call pubmed_search for each refined query with max_results: 10.
5. Deduplicate and Rank
Remove duplicate articles and rank by relevance:
- •Recency (prioritize last 5 years unless older landmark papers are relevant)
- •Citation count (if available through Semantic Scholar integration)
- •Journal impact
- •Directly addresses the topic
Present the top 8-12 articles in the report.
Report Format
# Literature Summary: [TOPIC] ## Topic Overview ### Query User's search term: [topic] ### Context If the topic is a gene or variant, provide: - Gene: [symbol], Full name: [name], UniProt: [accession] - Function: [brief description from UniProt or NCBI] - Clinical relevance: [summary of disease associations if applicable] Or if it's a disease/topic: - Condition: [name] - Key characteristics: [brief description] ## Literature Search Results ### Search Strategy - Primary query: [what was searched] - Refined queries (if any): [additional searches] - Total articles found: [N] (showing top [M] most relevant) ## Key Articles | # | Title | Authors | Journal | Year | PMID | Key Finding | |---|-------|---------|---------|------|------|-------------| | 1 | ... | ... | ... | ... | ... | ... | | 2 | ... | ... | ... | ... | ... | ... | [For each of top 5-8 articles, include:] ### Article [N]: [Short Title] - **PMID:** [ID] - **Authors:** [first author et al.] - **Journal:** [journal name], Year: [year] - **Abstract Summary:** [1-2 sentences describing the research] - **Key Methods:** [study design, sample size if applicable] - **Key Findings:** [main results relevant to your topic] - **Relevance:** [why this is important for understanding your topic] ## Thematic Analysis ### Main Research Themes - [Theme 1]: [N articles] — [brief description of what these papers focus on] - [Theme 2]: [N articles] — [brief description] - [Theme 3]: [N articles] — [brief description] ### Consensus Findings [1-2 paragraphs summarizing what the literature agrees on] ### Areas of Debate or Uncertainty [Controversies, conflicting findings, or open questions in the literature] ### Recent Advances [What's new in the field in the last 1-2 years, if applicable] ## Recommended Reading Path For someone new to this topic, read in this order: 1. [Review article or overview paper] — comprehensive background 2. [Landmark or high-impact paper] — foundational understanding 3. [Recent paper] — current state of the field ## Summary & Next Steps ### Key Takeaways - [3-5 bullet points summarizing the literature] ### Questions for Further Investigation - [Open questions or gaps in current knowledge] ### Resources - PubMed search strategy for deeper exploration: [query to use] - Related topics to explore: [suggestions] ## Data Sources - PubMed: [number of results, success/failure] - Semantic Scholar (if integrated): [citation data availability]
Important Notes
- •Be accurate. Report only what is stated in article titles and abstracts. Do not invent findings.
- •Be comprehensive. Capture the breadth of research on this topic — show themes, not just individual papers.
- •Be fair. Acknowledge both supportive and critical perspectives in the literature.
- •Be concise. Summarize in plain language suitable for a researcher who may not specialize in this area.