skills/pharmolix/openbiomed/biomedical-literature-search

biomedical-literature-search

SKILL.md

Biomedical Literature Search

Search PubMed and bioRxiv for biomedical research papers with titles and abstracts.

When to Use

  • Find research papers on a specific biomedical topic
  • Retrieve recent preprints from bioRxiv
  • Get paper titles, abstracts, authors, and links
  • Literature review for drug discovery or biomedical research

Workflow

PubMed Search (Keyword-based)

import requests
import xml.etree.ElementTree as ET

# Step 1: Search for PMIDs
search_url = "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi"
params = {"db": "pubmed", "term": "PD-1 inhibitor cancer", "retmax": 10, "retmode": "json"}
response = requests.get(search_url, params=params)
pmids = response.json()["esearchresult"]["idlist"]

# Step 2: Fetch paper details
fetch_url = "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/efetch.fcgi"
response = requests.get(fetch_url, params={"db": "pubmed", "id": ",".join(pmids), "rettype": "abstract", "retmode": "xml"})

bioRxiv Fetch (Date-range based)

import requests

# Fetch papers by date range
url = "https://api.biorxiv.org/details/biorxiv/2026-02-01/2026-03-01"
response = requests.get(url)
papers = response.json()["collection"]

for paper in papers[:5]:
    print(f"Title: {paper['title']}")
    print(f"Abstract: {paper['abstract'][:200]}...")

Expected Outputs

PubMed Results

Returns list of papers with:

Field Description
title Paper title
authors Author list
abstract Full abstract
doi DOI identifier
pmid PubMed ID
date Publication date
link PubMed URL

bioRxiv Results

Returns list of papers with:

Field Description
title Paper title
authors Author list
abstract Full abstract
doi DOI identifier
date Publication date
category Subject category
link bioRxiv URL

Category Filters for bioRxiv

Category Description
cancer_biology Cancer research
immunology Immune system studies
cell_biology Cellular processes
bioinformatics Computational biology
neuroscience Nervous system research
microbiology Microbial studies
genomics Genome analysis

Error Handling

Error Solution
No PubMed results Broaden search terms, check spelling
bioRxiv timeout Reduce date range, retry
Empty abstract Paper may not have abstract available
Rate limiting Add delay between requests (NCBI: 3 req/sec)

API References

Notes

  • PubMed: Keyword search via NCBI E-utilities API
  • bioRxiv: Date-range or category-based fetch via bioRxiv API
  • bioRxiv does not support direct keyword search
  • For comprehensive search, use both sources together

See examples/basic_example.py for complete runnable examples.

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