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Biological data & methods

Showing 1–29 of 29 reference entries

BiologyGenome-wide break detection and assay limits

GUIDE-seq detects tagged double-strand-break locations by oligonucleotide integration and sequencing.

Method
BiologyAmbient RNA and cell-calling selection

EmptyDrops tests barcode expression against an ambient-RNA null rather than relying solely on total-count thresholds.

Method
BiologyMolecular barcodes and missing observations

UMIs help distinguish amplified reads from captured molecules, but barcode errors and finite capture affect estimated counts.

Method
BiologyA worked diffusion-driven instability

In Lecuit’s nondimensional two-cell example, the isolated reaction Jacobian has eigenvalues −1, whereas an antisymmetric spatial mode can become unstable after unequal diffusive coupling.

Mathematical statement
BiologyYAP/TAZ mechanical signaling: an intervention study

Dupont and colleagues altered substrate rigidity and cell geometry and tested actomyosin/Rho and YAP/TAZ responses in specified cultured mammalian cells.

Empirical finding
BiologyCas9 cleavage: original biochemical evidence

Jinek and colleagues demonstrated RNA-programmable Cas9 double-stranded DNA cleavage in vitro and a fused guide-RNA architecture.

Empirical finding
BiologyBase-editing chemistry and repair context

Cytidine base editors couple a deaminase with DNA-targeting Cas9 machinery; UGI and nicking modifications bias processing toward desired substitutions.

Method
BiologyPrime editing and programmed repair intermediates

Prime editing combines a Cas9 nickase–reverse-transcriptase fusion with a pegRNA carrying the desired edit.

Method
BiologyEditing assays: selected products and independent phenotype

An intended amplicon edit fraction describes the assayed surviving population and locus.

Method
BiologyHuman editing: evidence and governance scope

WHO’s human-genome-editing framework distinguishes somatic, germline and heritable applications and calls for oversight, transparency and responsible governance.

Method
BiologyPatterned-minimum localization and uncertainty

MINFLUX uses spatially positioned excitation minima to infer a fluorescent emitter’s location from detected photons.

Method
BiologyMetabolic allometry and comparative controls

A fitted relation between metabolism and body mass depends on basal-state criteria, temperature, species sampling and regression treatment.

Model
BiologyCoupled heat, water and energy budgets

Mechanistic niche models combine microclimate with organismal heat, water and nutritional budgets across a life cycle.

Model
BiologyBiological replication in single-cell inference

Cells sampled from one animal or culture share experimental history.

Method
BiologyCITE-seq: paired readouts, distinct measurements

CITE-seq joins antibody-derived epitope tags with transcriptome profiling in the same sampled cell.

Method
BiologyBatch correction and biological identifiability

Integration attempts to align datasets while preserving biological differences.

Method
BiologySpatial measurements and neighborhood dependence

Spatial transcriptomics retains coordinates but its observable depends on platform: capture-based spots can mix cells, while imaging-based panels sample selected transcripts.

Method
BiologyCell-state trajectories versus observed lineage

Ordering cells along a transcriptional trajectory describes similarities among sampled states.

Method
BiologyRNA velocity and kinetic assumptions

RNA velocity uses spliced/unspliced RNA relationships to estimate a local expression-change direction under a transcription/splicing/degradation model.

Model
BiologySpatial Perturb-Seq: 2026 intact-tissue evidence

Spatial Perturb-Seq combines AAV-delivered genetic perturbation barcodes with spatial transcriptomic readouts in the studied Cas9 mouse hippocampus.

Empirical finding
BiologyRegulatory network transportability

Whether a perturbation-derived regulatory edge persists across tissue, developmental stage or environment is a separate question from detecting a response in one experiment.

Open question
BiologyConformational selection and induced fit

Conformational selection and induced fit describe competing temporal paths between conformation change and ligand binding.

Model
BiologyAlphaFold 3 predictions versus physical mechanism

AlphaFold 3 predicts biomolecular complex structures but reports limitations including clashes, stereochemistry errors and hallucinated regions.

Method
BiologyDiffusion-based design and independent validation

RFdiffusion generates proposed protein backbones and constrained designs.

Method
BiologyHDX opening energies and model assumptions

In the EX2 opening model, exchange rates constrain approximate opening free energies.

Method
BiologyMeasured protein landscapes: 2026 study

Ferrari and colleagues profile 5,778 small domains with multiplexed HDX-MS and compare 13 domains with site-resolved HDX NMR.

Empirical finding
BiologyDiffusion-driven instability and developmental patterns

Turing proposed that reacting and diffusing morphogens can destabilize an initially homogeneous equilibrium and generate patterned states.

Model
BiologyCell traction as an inverse mechanical problem

Traction microscopy infers forces from cell-induced substrate displacements using a substrate mechanics model.

Method
BiologyPredicting functional landscapes from structures

Predicting conformational free energies, kinetics and function from sequence/static structures remains an open research challenge.

Open question