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At least 307 records · Page 17Linked to original sources

bioRxiv2026

Mapping the rRNA methylome reveals contributions of methyltransferases to ribosome function and antibiotic sensitivity

Ribosomal RNA (rRNA) folds into a complex structure used as the macromolecular core for protein synthesis. Chemical modification of rRNA contributes to ribosome structure, function, and susceptibility to antibiotics. Despite their importance, the enzymes responsible for specific rRNA modifications remain unknown in most species. In this work, we integrate genetics and biochemistry with sequencing and mass spectrometry to uncover enzymes responsible for rRNA methylation events in Bacillus subtilis. We characterize 17 enzymes responsible for 20 methylation modifications on the 16S and 23S rRNAs, 11 of which are encoded by previously uncharacterized genes. For each rRNA methyltransferase, we define the modification identity, location, and we determine the impact of loss of cognate rRNA methylation on ribosome biogenesis and antibiotic sensitivity. Our findings demonstrate that loss of nearly half of the 17 genes studied results in alterations to ribosome assembly or antibiotic sensitivity underscoring the importance of chemical modifications to ribosome function.

biochemistry↗

bioRxiv2026

Expanding the methionine toolkit: L-cyanohomoalanine as a multifunctional analog

Non-canonical amino acids (ncAAs) are valuable tools in chemical biology and biochemistry for labeling, probing, and tracking biomolecules. ncAAs that can be recombinantly incorporated using native E. coli machinery are particularly useful because they allow for global protein incorporation and avoid complex genetic code expansion. Here, we demonstrate successful incorporation of a methionine analog, L-cyanohomoalanine (Cha), by the methionyl-tRNA synthetase of E. coli into mutant superfolder GFP (sfGFP) expressed in methionine auxotroph bacterial cultures. We compare to methionine auxotroph bacterial cultures supplemented with L-methionine (Met) or L-azidohomoalanine (Aha). In control prototrophic E. coli, bacterial growth rates are inhibited with high concentrations of Aha but not Cha. However, less sfGFP is produced in auxotrophic cells supplemented with Cha compared to Aha and Met. Thus, while Cha is non-toxic to E. coli it is incorporated less efficiently into proteins than Aha or Met. Mass spectrometry confirmed that N-terminal Cha, Aha, and Met are cleaved, as expected for the sfGFP mutants. Other sites of Cha and Aha incorporation were confirmed by mass spectrometry, with labeling efficiency varying by position. Thermal melts of purified sfGFPs demonstrate that Cha and Aha labeling does not significantly perturb the protein stability. In the future, Cha may be useful for proteome labeling by wild-type methionyl-tRNA synthetase and could be implemented in metabolic pulse-labeling of newly synthesized proteins with other methionine analogs. Additionally, the nitrile moiety of Cha may be used to perform reactions orthogonal to azide/alkyne click chemistry or could serve as a vibrational reporter of the environment.

biochemistry↗

bioRxiv2026

Dithionite quenching of NBD-labeled lipids reveals artificial lipid droplet purity and neutral lipid surface accessibility

Artificial lipid droplets (aLDs) provide a controllable platform for studying lipid biochemistry, but their use is limited by contamination with other membrane structures and the lack of quantitative methods to assess sample purity. Here, we establish dithionite quenching of NBD-labeled lipids as a simple approach to evaluate aLD purity. The approach relies on dithionites ability to selectively quench NBD fluorophores exposed in the phospholipid monolayer of aLDs and in the outer leaflet of liposome bilayers, but not those protected within the inner leaflet of liposome bilayers. Consistent with liposome contamination, bulk aLD preparations exhibit incomplete quenching, which can be separated by sucrose gradient centrifugation into liposome-like and droplet-enriched populations based on quenching behavior. Guided by this assay, sonication conditions were optimized to increase aLD purity and reduce liposome contamination. A biotin-streptavidin immobilization strategy further enabled stable imaging of individual aLDs. Finally, we applied dithionite quenching to probe the accessibility of neutral lipids within aLDs. This revealed hydrophobicity-dependent quenching kinetics of neutral lipids, with less hydrophobic diacylglycerols showing greater surface exposure within aLDs than more hydrophobic triacylglycerols and cholesterol esters. Taken together, these establish dithionite quenching of NBD-labeled lipids as a simple quantitative method for assessing aLD purity and demonstrate its utility for studying lipid accessibility.

biochemistry↗

bioRxiv2026

Transposon end recognition and pairing by I-F3 CRISPR-associated transposase

To develop gene therapy tools based on CRISPR-associated transposons (CASTs), it is essential to define how transposon ends are recognized and paired during transposition. Tn7-like transposons typically contain asymmetric left- and right-end sequences that flank and define DNA cargo. However, how the transposase recognizes these different sequences and assembles them into a paired end complex for cut-and-paste transposition remains unknown. Here we present the cryo-EM structure of type I-F3 (VchCAST) CAST transposase TnsB in complex with transposon DNA ends and host factor IHF, along with biochemistry, molecular dynamics, and in vivo analyses. Our structure reveals the stoichiometry and architecture of the assembly, as well as the DNA distortions required to accommodate transposon end asymmetry. Molecular dynamics suggests that these distortions are required for the coordinated assembly of the complex. Physical pairing of asymmetric left and right ends results in a novel protein-protein interface that is required for transposition efficiency. Our findings explain how transposases regulate the pairing of transposon end sequences for high-fidelity recognition, reveal a model of transposon end synapsis, and suggest future avenues to engineer DNA cargo for genome-editing applications.

biochemistry↗

bioRxiv2026

hNav1.5α forms an antiparallel intracellular homodimer but is incorporated into the plasma membrane as a monomer

Electrophysiological studies have long treated the cardiac voltage-gated sodium channel Nav1.5 (SCN5A) as a monomeric pore-forming unit, consistent with all available cryo-EM structures, which show only monomeric architectures. In contrast, biochemical studies -- cross-linking, single-molecule pulldown, and native electrophoresis -- have reported [~]500 kDa Nav1.5 homodimers with coupled gating. To reconcile this apparent discrepancy, we combined selective labeling of the total (metabolic [35S]methionine) and plasma-membrane (membrane-impermeant IRDye 800CW) pools of hNav1.5 with high-resolution clear native electrophoresis (hrCNE) in Xenopus laevis oocytes. Total hNav1.5 migrated predominantly as a homodimer that dissociated into monomers upon denaturation, whereas surface-labeled hNav1.5 migrated exclusively as a monomer, confirming mature, Golgi-processed glycosylation by Endo H/PNGase F digestion. This monomer-dimer distribution was unaffected by co-expression with hNav{beta}1-{beta}4 subunits. Using an orthogonal SpyCatcher/SpyTag covalent tagging strategy, we captured the intracellular homodimer as an irreversible [~]500 kDa complex, and engineered TEV protease cleavage sites revealed that the two protomers associate in a previously unrecognized antiparallel, cyclic arrangement. AlphaFold2-Multimer confidently predicted a monomeric hNav1.5 fold but failed to generate a high-confidence homodimer interface, indicating that this arrangement is not strongly sequence-encoded. Together, our data resolve the electrophysiology-biochemistry discrepancy: hNav1.5 assembles as an antiparallel homodimer in intracellular compartments, likely subject to quality control, but is delivered to the plasma membrane -- the physiologically conducting compartment -- exclusively as a monomer, irrespective of {beta}-subunit association.

biochemistry↗

bioRxiv2026

Conformation of the Catalytic Lysine is a Key Determinant of 2-Deoxyribose-5-phosphate Aldolase (DERA) Stereoselectivity

2-Deoxyribose-5-Phosphate Aldolase (DERA) is a key enzyme in the pentose phosphate pathway. Due to its C-C bond formation and stereoselective capabilities, DERA has been widely used for biocatalytic applications including the synthesis of chiral intermediates for antiviral and anticancer drugs. While protein engineering has expanded its substrate pool, improved yield, and enhanced stereoselectivity, the molecular basis of stereoselectivity remains unclear. Here, we determined the crystal structures of wildtype DERA from Geobacillus sp. and two of its variants with opposite stereoselectivity. Using a combination of structural biology, biochemistry, organic synthesis and molecular dynamic simulations, we show that the catalytic Lysine adopts two conformations and the Lysine conformation is a key determinant of DERA stereoselectivity. We also identified a mechanism of regulating stereoselectivity via a key amino acid. Using DERA from E. coli, we show that these findings are most likely conserved among bacteria.

biochemistry↗

bioRxiv2026

Asymmetric DNA targeting by RNA-guided TIGR-Tas systems

Tandem interspaced guide RNA (TIGR)-TIGR-associated (Tas) are RNA-guided defense systems, which use a dual-repeat or stem-loop tigRNA to direct a Tas dimer to DNA targets through RNA-DNA heteroduplex formation between both DNA strands. While previous work has shown the basic principles of DNA targeting, how the guide architecture influences target recognition and whether recognition and cleavage are coordinated across the two RNA-DNA heteroduplexes at a target site remain poorly understood. Here, we combine cryo-electron microscopy, biochemistry, and cell-based assays to investigate two TIGR-Tas effectors: the nuclease-lacking Peromyscus leucopus TasA (PlTasA), associated with a stem-loop tigRNA, and the nuclease-active Salicola phage TasH (SpTasH). Cryo-EM structures of PlTasA binary and ternary complexes reveal a dimeric scaffold similar to SpTasH and TaTasR with a distinct stem-loop tigRNA architecture and additional peripheral structural elements. Binding assays using DNA substrates containing local bubbles across the spacer-matching region show equivalent bubbles produced position- and spacer-dependent effects, indicating that target engagement is asymmetric in both PlTasA and SpTasH. Kinetic and cryo-EM analyses of SpTasH further reveal stepwise heteroduplex formation, with a partially engaged intermediate that undergoes substantial conformational rearrangements of the second protomer, preceding a fully paired state poised for catalytic activation. Cleavage of the two DNA strands occurs through a coordinated, slow process and productive cleavage requires stringent surveillance of both heteroduplexes. Together, these findings define a conserved, ordered mechanism of bipartite target recognition and activation shared by TIGR-Tas effectors, expanding our understanding of the molecular principles underlying programmable DNA targeting by TIGR-Tas systems.

biochemistry↗

bioRxiv2026

Pseudomonas effector AvrC is a rhamnosyltransferase with broad substrate specificity

Plant cells can directly or indirectly detect bacterial effectors, triggering a hypersensitive response to defend against pathogen infection. One extensively studied effector, AvrB, is a Fido (Fic, Doc, AvrB) domain-containing protein that acts as a glycosyltransferase. AvrC is an elusive Pseudomonas syringae avirulence effector protein with significant sequence and structural similarity to AvrB. Combining biochemistry, mass spectrometry, and AlphaFold prediction tools, we show that AvrC is a glycosyltransferase with auto-rhamnosylation activity. Like AvrB, AvrC can rhamnosylate a threonine residue (T166) on the A. thaliana guardee protein RIN4. In vitro assays revealed rhamnosylation substrates for AvrC also include plant coatomer subunits COPE1 and COPZ1. Collectively, our findings indicate that AvrC is a rhamnosyltransferase with broad substrate specificity. Our experimental strategies and findings provide valuable insights into future studies on the characterization of other Fido proteins.

biochemistry↗

bioRxiv2026

A thioester-thiol exchange reaction in Salmonella Invasion acyl carrier protein transfers the 4PP-bound acyl chain to a distal cysteine

Salmonella Typhimurium encodes two functionally distinct acyl carrier proteins: AcpP, involved in fatty acid synthesis, and the invasion acyl carrier protein (IacP), which mediates the acylation of SipB (Salmonella invasion protein B), a modification essential for SipB maturation and efficient host invasion. Despite growing insights, the IacP-dependent machinery governing acyl chain transfer remains largely enigmatic. Therefore, a multidisciplinary approach combining biochemistry and NMR was employed. A D35NIacP mutant (IacPN) that expresses in the apo-form was enzymatically converted into acyl-IacPN intermediates. Unexpectedly, the 1H15N HSQC spectra of the acyl-IacPN intermediates displayed two sets of resonances for several of the amides. The first was a less intense set of peaks, positioned close to the holo-peak, displaying a progressive chemical shift change with increasing acyl-chain length, reminiscent of the 4-phosphopantetheine (4-PP)-bound conformer of type II ACPs. The second, a more intense, acyl-chain-length-independent, previously uncharacterized set of peaks, was clustered near the longer 4PP-bound acyl-chain conformers (C14-). The origin of this new conformer was investigated by generating three cysteine-to-alanine mutants, C16A, C54A, and C69AIacPN. The C54AIacPN mutant displayed a single set of peaks in the acyl-IacPN intermediates, corresponding to the 4PP-bound IacPN conformer, establishing the critical role of Cys 54 in generating the uncharacterized peak and identifying it as a Cys-bound conformer. The acyl-S-carboxyamidomethyl-IacPN intermediates also displayed a single conformer, supporting the role of a cysteine in giving rise to the new peak. Collectively, our studies uncover a unique thioester-thiol exchange reaction in which the 4PP-tethered acyl chain is chemically transferred to a distal cysteine (Cys 54). Given that Cys 54 lies within the SipB interaction interface of IacP, this acyl chain relay process may contribute to IacP-mediated SipB acylation and Salmonella virulence.

biochemistry↗

bioRxiv2014

Using Polysome Isolation with Mechanism Alteration to Uncover Transcriptional and Translational Dynamics in Key Genes

What does it mean when we say a cells biochemistry is regulated during changes to the phenotype? While there are a plethora of potential mechanisms and contributions to the final outcome, a more tractable approach is to examine the dynamics of mRNA. This way, we can assess the contributions of both known and unknown decay and aggregation processes for maintaining levels of gene product on a gene-by-gene basis. In this extended protocol, drug treatments that target specific cellular functions (termed mechanism disruption) can be used in tandem with mRNA extraction from the polysome to look at the dynamics of mRNA levels associated with transcription and translation at multiple stages during a physiological perturbation. This is accomplished through validating the polysome isolation method in human cells and comparing fractions of mRNA for each experimental treatment at multiple points in time. First, three different drug treatments corresponding to the arrest of various cellular processes are administered to populations of human cells. For each treatment, the transcriptome and translatome are compared directly at different time points by assaying both cell-type specific and non-specific genes. There are two findings of note. First, extraction of mRNA from the polysome and comparison with the transcriptome can yield interesting information about the regulation of cellular mRNA during a functional challenge to the cell. In addition, the conventional application of such drugs to assess mRNA decay is an incomplete picture of how severely challenged or senescent cells regulate mRNA in response. This extended protocol demonstrates how the gene- and process-variable degradation of mRNA might ultimately require investigations into the course-grained dynamics of cellular mRNA, from transcription to ribosome.

Cell Biology↗

bioRxiv2015

Surprisingly weak coordination between leaf structure and function among closely-related tomato species

Natural selection may often favor coordination between different traits, or phenotypic integration, in order to most efficiently acquire and deploy scarce resources. As leaves are the primary photosynthetic organ in plants, many have proposed that leaf physiology, biochemistry, and anatomical structure are coordinated along a functional trait spectrum from fast, resource-acquisitive syndromes to slow, resource-conservative syndromes. However, the coordination hypothesis has rarely been tested at a phylogenetic scale most relevant for understanding rapid adaptation in the recent past or predicting evolutionary trajectories in response to climate change. To that end, we used a common garden to examine genetically-based coordination between leaf traits across 19 wild and cultivated tomato taxa. We found surprisingly weak integration between photosynthetic rate, leaf structure, biochemical capacity, and CO2 diffusion, even though all were arrayed in the predicted direction along a fast-slow spectrum. This suggests considerable scope for unique trait combinations to evolve in response to new environments or in crop breeding. In particular, we find that partially independent variation in stomatal and mesophyll conductance may allow a plant to improve water-use efficiency without necessarily sacrificing maximum photosynthetic rates. Our study does not imply that functional trait spectra or tradeoffs are unimportant, but that the many important axes of variation within a taxonomic group may be unique and not generalizable to other taxa.

Evolutionary Biology↗

bioRxiv2015

Wikidata as a semantic framework for the Gene Wiki initiative

Open biological data is distributed over many resources making it challenging to integrate, to update and to disseminate quickly. Wikidata is a growing, open community database which can serve this purpose and also provides tight integration with Wikipedia.\n\nIn order to improve the state of biological data, facilitate data management and dissemination, we imported all human and mouse genes, and all human and mouse proteins into Wikidata. In total, 59,530 human genes and 73,130 mouse genes have been imported from NCBI and 27,662 human proteins and 16,728 mouse proteins have been imported from the Swissprot subset of UniProt. As Wikidata is open and can be edited by anybody, our corpus of imported data serves as the starting point for integration of further data by scientists, the Wikidata community and citizen scientists alike. The first use case for this data is to populate Wikipedia Gene Wiki infoboxes directly from Wikidata with the data integrated above. This enables immediate updates of the Gene Wiki infoboxes as soon as the data in Wikidata is modified. Although Gene Wiki pages are currently only on the English language version of Wikipedia, the multilingual nature of Wikidata allows for a usage of the data we imported in all 280 different language Wikipedias. Apart from the Gene Wiki infobox use case, a powerful SPARQL endpoint and up to date exporting functionality (e.g. JSON, XML) enable very convenient further use of the data by scientists.\n\nIn summary, we created a fully open and extensible data resource for human and mouse molecular biology and biochemistry data. This resource enriches all the Wikipedias with structured information and serves as a new linking hub for the biological semantic web.

Bioinformatics↗

bioRxiv2015

A phylogenetically diverse class of blind type 1 opsins

Opsins are photosensitive proteins catalyzing light-dependent processes across the tree of life. For both microbial (type 1) and metazoan (type 2) opsins, photosensing depends upon covalent interaction between a retinal chromophore and a conserved lysine residue. Despite recent discoveries of potential opsin homologs lacking this residue, phylogenetic dispersal and functional significance of these abnormal sequences have not yet been investigated. We report discovery of a large group of putatively non-retinal binding opsins, present in a number of fungal and microbial genomes and comprising nearly 30% of opsins in the Halobacteriacea, a model clade for opsin photobiology. Based on phylogenetic analyses, structural modeling, genomic context and biochemistry, we propose that these abnormal opsin homologs represent a novel family of sensory opsins which may be involved in taxis response to one or more non-light stimuli. This finding challenges current understanding of microbial opsins as a light-specific sensory family, and provides a potential analogy with the highly diverse signaling capabilities of the eukaryotic G-protein coupled receptors (GPCRs), of which metazoan type 2 opsins are a light-specific sub-clade.

Molecular Biology↗

bioRxiv2016

IPC - Isoelectric Point Calculator

Accurate estimation of the isoelectric point (pI) based on the amino acid sequence can be useful for many biochemistry and proteomics techniques such as 2-D polyacrylamide gel electrophoresis, or capillary isoelectric focusing used in combination with high-throughput mass spectrometry. Here, I present the Isoelectric Point Calculator, a web service for the estimation of pI using different sets of dissociation constant (pKa) values, including two new, computationally optimized pKa sets. According to the presented benchmarks, IPC outperform previous algorithms by at least 14.9% for proteins and 0.9% for peptides (on average, 22.1% and 59.6%, respectively), which corresponds to an average error of the pI estimation equal to 0.87 and 0.25 pH units for proteins and peptides, respectively. Peptide and protein datasets used in the study and the precalculated pI for PDB, SwissProt databases are available for large-scale analysis and future development. The IPC can be accessed at http://isoelectric.ovh.org.

Bioinformatics↗

bioRxiv2016

Characterization of a putative NsrR homologue in Streptomyces venezuelae reveals a new member of the Rrf2 superfamily

Members of the Rrf2 superfamily of transcription factors are widespread in bacteria but their functions are largely unexplored. The few that have been characterized in detail sense nitric oxide (NsrR), iron limitation (RirA), cysteine availability (CymR) and the iron sulfur (Fe-S) cluster status of the cell (IscR). In this study we combined ChIP- and dRNA-seq with in vitro biochemistry to characterize a putative NsrR homologue in Streptomyces venezuelae. ChIP-seq analysis revealed that rather than regulating the nitrosative stress response like Streptomyces coelicolor NsrR, Sven6563 binds to a conserved motif at a different, much larger set of genes with a diverse range of functions, including a number of regulators, genes required for glutamine synthesis, NADH/NAD(P)H metabolism, as well as general DNA/RNA and amino acid/protein turn over. Our biochemical experiments further show that Sven6563 has a [2Fe-2S] cluster and that the switch between oxidized and reduced cluster controls its DNA binding activity in vitro. To our knowledge, both the sensing domain and the putative target genes are novel for an Rrf2 protein, suggesting Sven6563 represents a new member of the Rrf2 superfamily. Given the redox sensitivity of its Fe-S cluster we have tentatively named the protein RsrR for Redox sensitive response Regulator.

Molecular Biology↗

bioRxiv2017

Riparian vegetation limits oxidation of thermodynamically unfavorable bound-carbon stocks along an aquatic interface

In light of increasing terrestrial carbon (C) transport across aquatic boundaries, the mechanisms governing organic carbon (OC) oxidation along terrestrial-aquatic interfaces are crucial to future climate predictions. Here, we investigate the biochemistry, metabolic pathways, and thermodynamics corresponding to OC oxidation in the Columbia River corridor using ultra-high resolution C characterization. We leverage natural vegetative differences to encompass variation in terrestrial C inputs. Our results suggest that decreases in terrestrial C deposition associated with diminished riparian vegetation induce oxidation of physically -bound OC. We also find that contrasting metabolic pathways oxidize OC in the presence and absence of vegetation and--in direct conflict with the priming concept--that inputs of water-soluble and thermodynamically favorable terrestrial OC protects bound-OC from oxidation. In both environments, the most thermodynamically favorable compounds appear to be preferentially oxidized regardless of which OC pool microbiomes metabolize. In turn, we suggest that the extent of riparian vegetation causes sediment microbiomes to locally adapt to oxidize a particular pool of OC, but that common thermodynamic principles govern the oxidation of each pool (i.e., water-soluble or physically-bound). Finally, we propose a mechanistic conceptualization of OC oxidation along terrestrial-aquatic interfaces that can be used to model heterogeneous patterns of OC loss under changing land cover distributions.\n\nKey pointsO_LIRiparian vegetation protects bound-OC stocks\nC_LIO_LIBiochemical processes associated with OC oxidation vary with vegetation conditions\nC_LIO_LICommon thermodynamic principles underlie OC oxidation regardless of vegetation conditions\nC_LI

ecology↗

bioRxiv2017

Inhibition of DNA2 nuclease as a therapeutic strategy targeting replication stress in cancer cells.

Replication stress is a characteristic feature of cancer cells, which is resulted from sustained proliferative signaling induced by activation of oncogenes or loss of tumor suppressors. In cancer cells, oncogene-induced replication stress manifests as replication-associated lesions, predominantly double-strand DNA breaks (DSBs). An essential mechanism utilized by cells to repair replication-associated DSBs is homologous recombination (HR). In order to overcome replication stress and survive, cancer cells often require enhanced HR repair capacity. Therefore, the key link between HR repair and cellular tolerance to replication-associated DSBs provides us with a mechanistic rationale for exploiting synthetic lethality between HR repair inhibition and replication stress. Our studies showed that DNA2 nuclease is an evolutionarily conserved essential component of HR repair machinery. Here we demonstrate that DNA2 is indeed overexpressed in pancreatic cancers, one of the deadliest and more aggressive forms of human cancers, where mutations in the KRAS are present in 90%-95% of cases. In addition, depletion of DNA2 significantly reduces pancreatic cancer cell survival and xenograft tumor growth, suggesting the therapeutic potential of DNA2 inhibition. Finally, we develop a robust high-throughput biochemistry assay to screen for inhibitors of the DNA2 nuclease activity. The top inhibitors were shown to be efficacious against both yeast Dna2 and human DNA2. Treatment of cancer cells with DNA2 inhibitors recapitulates phenotypes observed upon DNA2 depletion, including decreased DNA end resection and attenuation of HR repair. Similar to genetic ablation of DNA2, chemical inhibition of DNA2 selectively attenuates the growth of various cancer cells with oncogene-induced replication stress. Taken together, our findings open a new avenue to develop a new class of anti-cancer drugs by targeting druggable nuclease DNA2. We 4, 16. In propose DNA2 inhibition as new strategy in cancer therapy by targeting replication stress, a molecular property of cancer cells that is acquired as a result of oncogene activation instead of targeting undruggable oncoprotein itself such as KRAS.

molecular biology↗

bioRxiv2017

Key Issues Review: Evolution on rugged adaptive landscapes

Adaptive landscapes represent a mapping between genotype and fitness. Rugged adaptive landscapes contain two or more adaptive peaks: allele combinations that differ in two or more genes and confer higher fitness than intermediate combinations. How would a population evolve on such rugged landscapes? Evolutionary biologists have struggled with this question since it was first introduced in the 1930s by Sewall Wright.\n\nDiscoveries in the fields of genetics and biochemistry inspired various mathematical models of adaptive landscapes. The development of landscape models led to numerous theoretical studies analyzing evolution on rugged landscapes under different biological conditions. The large body of theoretical work suggests that adaptive landscapes are major determinants of the progress and outcome of evolutionary processes.\n\nRecent technological advances in molecular biology and microbiology allow experimenters to measure adaptive values of large sets of allele combinations and construct empirical adaptive landscapes for the first time. Such empirical landscapes have already been generated in bacteria, yeast, viruses, and fungi, and are contributing to new insights about evolution on adaptive landscapes.\n\nIn this Key Issues Review we will: (i) introduce the concept of adaptive landscapes; (ii) review the major theoretical studies of evolution on rugged landscapes; (iii) review some of the recently obtained empirical adaptive landscapes; (iv) discuss recent mathematical and statistical analyses motivated by empirical adaptive landscapes, as well as provide the reader with source code and instructions to implement simulations of adaptive landscapes; and (v) discuss possible future directions for this exciting field.

evolutionary biology↗