Nature Methods

Papers
(The H4-Index of Nature Methods is 103. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-11-01 to 2025-11-01.)
ArticleCitations
Robust fluorescent proteins for high-resolution microscopy and biochemical techniques7546
Interpreting and comparing neural activity across systems by geometric deep learning1371
Tamir Gonen1001
More dimensions of the 3D genome977
Exoskeleton empowers large-scale neural recordings in freely roaming mice919
Modeling locomotion from environment to neurons891
Analyzing submicron spatial transcriptomics data at their original resolution761
Annotating unknown metabolites751
Subcellular omics: a new frontier pushing the limits of resolution, complexity and throughput607
MARBLE: interpretable representations of neural population dynamics using geometric deep learning595
BIONIC: biological network integration using convolutions518
Scaling up spatial transcriptomics for large-sized tissues: uncovering cellular-level tissue architecture beyond conventional platforms with iSCALE490
Recovery of missing single-cell RNA-sequencing data with optimized transcriptomic references442
Unlocking the power of spatial omics with AI429
GWAS and eQTL disparity373
Mass spectrometry imaging: the rise of spatially resolved single-cell omics369
Efficient targeted insertion of large DNA fragments without DNA donors355
Ultralong transients enhance sensitivity and resolution in Orbitrap-based single-ion mass spectrometry338
Maximum-likelihood model fitting for quantitative analysis of SMLM data307
MiLoPYP: self-supervised molecular pattern mining and particle localization in situ304
SNAP-tag2 improves live-cell imaging285
How noncoding RNAs began to leave the junkyard274
Line-scanning speeds up Brillouin microscopy265
The Simularium Viewer: an interactive online tool for sharing spatiotemporal biological models261
Chromoscope: interactive multiscale visualization for structural variation in human genomes256
Denoising Search doubles the number of metabolite and exposome annotations in human plasma using an Orbitrap Astral mass spectrometer247
Prediction of protein subcellular localization in single cells247
Antibody stabilization for thermally accelerated deep immunostaining246
Tapioca: a platform for predicting de novo protein–protein interactions in dynamic contexts246
Single-cell multi-omic detection of DNA methylation and histone modifications reconstructs the dynamics of epigenomic maintenance242
Fast and efficient template-mediated synthesis of genetic variants241
Large Stokes shift fluorescent RNAs for dual-emission fluorescence and bioluminescence imaging in live cells239
Detecting and correcting false transients in calcium imaging236
MRIcroGL: voxel-based visualization for neuroimaging235
A complete, telomere-to-telomere human genome sequence presents new opportunities for evolutionary genomics231
Genome-wide profiling of prime editor off-target sites in vitro and in vivo using PE-tag226
SurfDock is a surface-informed diffusion generative model for reliable and accurate protein–ligand complex prediction216
DeepMainmast: integrated protocol of protein structure modeling for cryo-EM with deep learning and structure prediction216
Quest: my postdoc home215
BATTLES: high-throughput screening of antigen recognition under force207
Using machine learning to predict the structure of proteins that bind to DNA and RNA205
Setting standards for stem cells202
Non-invasive metabolic imaging of brown adipose tissue201
Sensitive protein analysis with plexDIA197
Tracking gene transfer using RNA tools197
One cell, two cell, dead cell, true cell187
The placozoan Trichoplax175
Benchmarking genomic language models174
Road trip home to start a lab169
Bat organoids at bat167
How developmental cell atlases inform stem cell embryo models167
Author Correction: Learning single-cell perturbation responses using neural optimal transport167
Trawling the ocean virome165
Learning consistent subcellular landmarks to quantify changes in multiplexed protein maps165
ENTERing the world of immune cells153
Peer review demystified: part 2153
When labs welcome under-represented groups152
Comparing classifier performance with baselines147
Publisher Correction: Museum of spatial transcriptomics145
Genomics 2 Proteins portal: a resource and discovery tool for linking genetic screening outputs to protein sequences and structures145
Mapping chromatin and DNA methylation landscapes at single-cell and single-molecule resolution145
The tidyomics ecosystem: enhancing omic data analyses144
FISHnet: detecting chromatin domains in single-cell sequential Oligopaints imaging data143
The crustacean Parhyale142
Long-read sequencing in the era of epigenomics and epitranscriptomics141
Image-seq: spatially resolved single-cell sequencing guided by in situ and in vivo imaging136
quantms: a cloud-based pipeline for quantitative proteomics enables the reanalysis of public proteomics data136
Adaptable, turn-on maturation (ATOM) fluorescent biosensors for multiplexed detection in cells132
Tardigrades131
From GWAS to single-cell MPRA129
Differentiating visceral sensory ganglion organoids from induced pluripotent stem cells128
Profiling RNA at chromatin targets in situ by antibody-targeted tagmentation128
The Hodge Laplacian advances inference of single-cell trajectories128
Nicheformer: a foundation model for single-cell and spatial omics127
Time-resolved cryo-EM using a combination of droplet microfluidics with on-demand jetting123
Detection of m6A from direct RNA sequencing using a multiple instance learning framework123
InterPLM: discovering interpretable features in protein language models via sparse autoencoders123
De novo protein design with a denoising diffusion network independent of pretrained structure prediction models121
VascuViz: a multimodality and multiscale imaging and visualization pipeline for vascular systems biology121
A fluorogenic chemically induced dimerization technology for controlling, imaging and sensing protein proximity120
Indexing and searching petabase-scale nucleotide resources118
StayGold variants for molecular fusion and membrane-targeting applications118
UDA-seq: universal droplet microfluidics-based combinatorial indexing for massive-scale multimodal single-cell sequencing117
A graph neural network that combines scRNA-seq and protein–protein interaction data116
A method for quantitative and base-resolution sequencing of pseudouridine116
The LGBTQ+ job hunt114
Deciphering subcellular organization with multiplexed imaging and deep learning113
Neural networks built with biomolecules112
Combining compact human protein domains with CRISPR systems for robust gene activation111
Science while parenting111
Publisher Correction: ELI trifocal microscope: a precise system to prepare target cryo-lamellae for in situ cryo-ET study110
CAD we share? Publishing reproducible microscope hardware109
What makes a Nature Methods paper109
Decoding post-transcriptional regulatory networks by RNA-linked CRISPR screening in human cells109
Interpretable representation learning for 3D multi-piece intracellular structures using point clouds108
Spatial mapping of protein composition and tissue organization: a primer for multiplexed antibody-based imaging108
Deep learning-assisted analysis of single-particle tracking for automated correlation between diffusion and function108
Nano3P-seq: transcriptome-wide analysis of gene expression and tail dynamics using end-capture nanopore cDNA sequencing107
Analyzing single-cell bisulfite sequencing data with MethSCAn107
Inside the chase after those elusive proteoforms106
Enabling global image data sharing in the life sciences106
DAQ-Score Database: assessment of map–model compatibility for protein structure models from cryo-EM maps105
Mackenzie Weygandt Mathis104
Building an automated three-dimensional flight agent for neural network reconstruction103
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