A daily-scoring tracker for aptamer chemistry — built on PubMed, OpenAlex, and bioRxiv, ranked by impact factor and citation velocity.
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Tumor markers, oncology aptamers, HER2 / EGFR / CTC capture, glioma targeting.
Alzheimer's, Parkinson's, amyloid and tau-targeting aptamers, blood-brain-barrier delivery.
SARS-CoV-2, HIV, Ebola, and broader pathogen detection or neutralisation.
Aptasensors, lateral-flow assays, SPR, electrochemical and fluorescent readouts.
Aptamer drug-delivery, antagonist and agonist platforms, in-vivo therapeutic candidates.
Mycotoxins (aflatoxin, OTA), pesticides, foodborne pathogens (Salmonella, E. coli).
composite_score
= 0.45 × IF_score ← log₁₀(IF + 1) × 10
+ 0.35 × velocity_score ← log₁₀(cites/day × 30 + 1) × 25
+ 0.10 × social_score ← log₁₀(reddit + 5×comments + 2×HN + 1) × 30
+ 0.10 × recency_bonus ← max(0, 100 × (1 − days_since_pub / 30))
Both impact factor and velocity use a log scale so flagship journals do not entirely crowd out fast-moving mid-tier papers; the recency term keeps fresh work visible before citations have time to accumulate.
A Streamlit app served from a single laptop. Daily snapshots are now published here.
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