AI Tools for Biologists
AI tools that help biologists search the scientific literature, find relevant research grants, look up species and ecological data, and compile comprehensive research reports.
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Scientific literature review
Search millions of peer-reviewed biology papers by keyword, author, or journal. Build comprehensive reference lists for grant proposals, review articles, and experimental design. Track citation networks to identify foundational work and recent advances in any sub-field.
Found 31 papers. Top result: "Widespread horizontal gene transfer in ocean metagenomes" (Nature Microbiology, 2023, 312 citations). Includes journal, DOI, key findings, and author affiliations for each.
Grant opportunity discovery
Search NIH, NSF, and private foundation grant databases for funding opportunities matching your research focus. Filter by mechanism type, award size, and deadline to build a prioritized funding pipeline for the lab.
Found 8 opportunities: NSF CAREER Award (due March 15, up to $600K), NIH R21 Exploratory Research (April 5, up to $275K/2yr), and NCI R01 pathway signaling (April 5, up to $2.5M/5yr) among others. Includes FOA numbers and eligibility.
Chemical and reagent safety research
Look up chemical properties, GHS safety classifications, and handling protocols for lab reagents, fixatives, and hazardous materials. Prepare SDS-compliant information for lab safety reviews and new protocol documentation.
Ethidium bromide (EtBr): MW 394.3 g/mol, mutagenic intercalating agent. GHS classifications: mutagen cat. 2, acute toxicity. Handling: always use gloves and eye protection, dispose via licensed hazardous waste. Safer alternatives: SYBR Safe, GelRed.
Biological pathway and process diagrams
Generate clear labeled diagrams of metabolic pathways, signaling cascades, cellular processes, and experimental workflows. Produce visuals for papers, grant applications, and lab presentations directly from text descriptions.
Generated labeled pathway: Frizzled/LRP5/6 receptor activation → Dishevelled inhibits APC/Axin/GSK-3β destruction complex → β-catenin accumulates → TCF/LEF transcriptional activation of target genes. Includes off-state comparison.
Deep research on emerging biology topics
Compile multi-source synthesis reports on any biological topic — from molecular mechanisms to ecological surveys. Ideal for writing review sections, evaluating new methodologies, or preparing lab presentations on rapidly evolving research areas.
Compiled 22-source report covering: Fusobacterium and Akkermansia muciniphila associations with immunotherapy response, proposed mechanisms via butyrate and tryptophan metabolites, ongoing FMT trials in melanoma patients, and key open questions in the field.
Research collaboration prospecting
Find researchers at universities and institutes who specialize in complementary areas. Build collaboration networks by identifying principal investigators, postdocs, and research groups working on adjacent problems.
Found 34 matches across 12 institutions. Includes PI name, institution, department, and research focus keyword match. Top matches at Cambridge, Max Planck Institute for Molecular Genetics, and UCL.
Ready-to-use prompts
Find the top 15 cited papers on CRISPR base editing for correcting point mutations in mammalian cells published since 2020. Include journal, citation count, and key experimental finding.
Search for NSF and NIH grant opportunities for biologists studying plant-pathogen interactions. Include upcoming deadlines, award amounts, and application mechanisms.
Look up the chemical properties, GHS hazard classifications, and safe handling procedures for acrylamide used in polyacrylamide gel electrophoresis.
Generate a labeled diagram of the JAK-STAT signaling pathway showing cytokine receptor activation, JAK phosphorylation, STAT dimerization, and nuclear translocation.
Research the current landscape of single-cell RNA sequencing technologies — key platforms, throughput, cost, and biological applications in developmental biology.
Find biologists and biochemists at major research institutions in the US specializing in protein structure and cryo-EM. Include institution, department, and research focus.
Compile a report on the population status, habitat distribution, and conservation threats for the monarch butterfly migration in North America, citing recent data.
Research current best practices and comparative performance of ATAC-seq, ChIP-seq, and CUT&RUN for chromatin accessibility profiling in primary cells.
Tools to power your best work
165+ tools.
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Grant proposal preparation
Build a well-supported grant application by reviewing the current literature, identifying the funding opportunity, and compiling the scientific background.
New experimental protocol development
Before developing a new assay or protocol, survey the literature and compile best-practice references, then document hazard information for any novel reagents.
Lab meeting topic preparation
Quickly build a curated summary on any emerging biology topic for presenting to the lab group.
Frequently Asked Questions
How far back does the Academic Research database go?
Academic Research covers publications indexed across major scientific databases, spanning decades of peer-reviewed literature. You can filter by date range to focus on recent work or trace the historical development of a research area.
Can the Grants Finder tool search international funding sources?
Grants Finder searches US (NIH, NSF, DOE), UK (UKRI, Wellcome), Australian (ARC, NHMRC), and Japanese funding databases, plus select private foundations. Coverage varies by region — US federal funding is most comprehensive.
Is the Chemistry Lookup useful for biological buffer preparation?
Yes. Chemistry Lookup returns molecular weight, pKa values, solubility data, and GHS safety classifications for common biological reagents, buffers, and lab chemicals — useful for both protocol development and safety documentation.
Can diagram generator produce figures that are ready for journal submission?
Diagram Generator produces clean vector-style diagrams well-suited for grant applications and presentations. For journal figures requiring specific formatting or font standards, the output works best as a draft to refine in illustration software.
Can I use Deep Research to compare two experimental methods?
Yes. Deep Research synthesizes information from multiple sources and is effective at producing structured comparisons of experimental methods, including published benchmarking studies, practical limitations, and recent protocol improvements.
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