[A1] Ultrasensitive fitness costs arise from membrane proteome displacement under protein overexpression
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[A3] Enzyme kinetics shapes the growth response of metabolic networks
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[A1] Function-specific epistasis shapes evolutionary trajectories towards antibiotic resistance
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[A2] [A1] [A5] Contributions of intra- and extracellular antibiotic degradation to collective β-lactam survival
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[A4] The Fate of Horizontally Acquired Genes: Rapid Initial Turnover Followed by Long-Term Persistence
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[A3] [B2] Adaptive Ratchets and the Evolution of Molecular Complexity
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[B4] AEGIS: Individual-based modeling of life history evolution
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[C1] A feedback loop between cell proliferation and ROS regulates ferroptosis sensitivity
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[B4] Spontaneous aging-associated inflammation and genome instability in the immune system of turquoise killifish
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[B1] [B2] Pre-existing neutralizing antibodies against cattle-transmitted influenza A virus H5N1 are detectable in unexposed individuals
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[C1] Branch length statistics in phylogenetic trees under constant-rate birth-death dynamics
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[C1] Phylodynamics of Somatic Evolution: A Likelihood-Based Approach for Cellular Reproduction
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[B1] Profiling of HIV-1 elite neutralizer cohort reveals a CD4bs bnAb for HIV-1 prevention and therapy
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[C4] Single-cell analysis of Barrett’s esophagus and carcinoma reveals cell types conferring risk via genetic predisposition
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[C3] Deep learning-based interpretable prediction of recurrence of diffuse large B-cell lymphoma
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[C1] Deep transfer learning approach for automated cell death classification reveals novel ferroptosis-inducing agents in subsets of B-ALL
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[A4] DeepMolecules: a web server for predicting enzyme and transporter-small molecule interactions
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[A2] Epistasis-mediated compensatory evolution in a fitness landscape with adaptational tradeoffs
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[A4] Most bacterial gene families are biased toward specific chromosomal positions
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[A1] Extreme diversity of phage amplification rates and phage–antibiotic interactions revealed by PHORCE
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[A2] Graph-structured populations elucidate the role of deleterious mutations in long-term evolution
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[C2] Analysis of Limited Proteolysis-Coupled Mass Spectrometry Data
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[B2] Concepts and Methods for Predicting Viral Evolution. In Y. Yamauchi & M. J. Amorim (Eds.)
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[A5] Pilin antigenic variants impact gonococcal lifestyle and antibiotic tolerance by modulating interbacterial forces
Wielert, I., Kraus-Römer, S., Volkmann, T. E., Craig, L., Higgins, P. G., & Maier, B, PLOS Biology, 23(1), 30. Jan 2025, 10.1371/journal.pbio.3003022
[A1] Trace elements increase replicability of microbial growth
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[C1] Ferroptosis triggers mitochondrial fragmentation via Drp1 activation
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[C1] High-density sampling reveals volume growth in human tumours
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[A4] SPOT: A machine learning model that predicts specific substrates for transport proteins
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[A3] [C5] Energy landscapes of peptide-MHC binding
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[A4] DLKcat cannot predict meaningful k cat values for mutants and unfamiliar enzymes
Kroll, A., and Lercher, M. J., Biology Methods and Protocols, Volume 9, Issue 1, 24. Aug 2024, 10.1093/biomethods/bpae061
[B2] Nonequilibrium Antigen Recognition during Infections and Vaccinations
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[B5] Combining mutation and recombination statistics to infer clonal families in antibody repertoires
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[C4] Integrative genomic analyses of European intrahepatic cholangiocarcinoma: Novel ROS1 fusion gene and PBX1 as prognostic marker
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[A4] A multimodal Transformer Network for protein-small molecule interactions enhances predictions of kinase inhibition and enzyme-substrate relationships
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[B1] SARS-CoV-2 Test-to-Stay in Daycare
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[A2] Evolutionary accessibility of random and structured fitness landscapes
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[A1] Invade to evade: E. coli’s gutsy survival strategies
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[B4] Immune aging in annual killifish
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[C3] HoLy-Net: Segmentation of histological images of diffuse large B-cell lymphoma
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[B1] Somatic hypermutation introduces bystander mutations that prepare SARS-CoV-2 antibodies for emerging variants
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[B1] Enhanced SARS-CoV-2 humoral immunity following breakthrough infection builds upon the preexisting memory B cell pool
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[A5] Genome-wide transformation reveals extensive exchange across closely related Bacillus species
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[B1] Single-cell analysis of memory B cells from top neutralizers reveals multiple sites of vulnerability within HCMV Trimer and Pentamer
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[B1] Dynamics and durability of HIV-1 neutralization are determined by viral replication
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[B1] [B5] Probabilities of developing HIV-1 bNAb sequence features in uninfected and chronically infected individuals
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[B1] Discovery of highly neutralizing human antibodies targeting Pseudomonas aeruginosa
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[B5] Evolutionary stability of antigenically escaping viruses
Chardès, V., Mazzolini, A., Mora, T., & Walczak, A. M, Proceedings of the National Academy of Sciences, 120(44), 23. Oct 2023, 10.1073/pnas.2307712120
[B2] Population immunity predicts evolutionary trajectories of SARS-CoV-2
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[A4] Proteome efficiency of metabolic pathways in Escherichia coli increases along the nutrient flow
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[C2] Predicting the next move: Tracking the complexity of lung cancer evolution and metastasis
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[C1] Characterizing Evolutionary Dynamics Reveals Strategies to Exhaust the Spectrum of Subclonal Resistance in EGFR-Mutant Lung Cancer
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[C2] Genetic effects on molecular network states explain complex traits
Weith, M., Großbach, J., Clement-Ziza, M., Gillet, L., Rodríguez-López, M., Marguerat, S., Workman, C. T., Picotti, P., Bähler, J., Aebersold, R., & Beyer, A, Molecular Systems Biology, 19(8), 24. Jul 2023, 10.15252/msb.202211493
[A4] Turnover number predictions for kinetically uncharacterized enzymes using machine and deep learning
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[B2] [B3] Steering and controlling evolution — from bioengineering to fighting pathogens
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[B4] Dietary restriction mitigates the age-associated decline in mouse B cell receptor repertoire diversity
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[A4] Mathematical properties of optimal fluxes in cellular reaction networks at balanced growth
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[A1] Quantitative approaches to study phenotypic effects of large-scale genetic perturbations
Müller, J., & Bollenbach, T, Current Opinion in Microbiology, 74, 03. Jun 2023, 10.1016/j.mib.2023.102333
[A4] A general model to predict small molecule substrates of enzymes based on machine and deep learning
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[C4] Why loss of Y? A pan-cancer genome analysis of tumors with loss of Y chromosome
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[A2] [A3] [B2] Towards evolutionary predictions: Current promises and challenges
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[C1] Extrinsic cell death pathway plasticity: A driver of clonal evolution in cancer
Seidel, E., & Von Karstedt, S, Cell Death Discovery, 8(1), 26. Nov 2022, 10.1038/s41420-022-01251-7
[A2] Conflicting effects of recombination on the evolvability and robustness in neutrally evolving populations
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[C2] Global, in situ analysis of the structural proteome in individuals with Parkinson's disease to identify a new class of biomarker
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[A1] [A5] Distribution of fitness effects of cross-species transformation reveals potential for fast adaptive evolution
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[A3] [A6] Two modes of evolution shape bacterial strain diversity in the mammalian gut for thousands of generations
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[A2] Driven Disordered Systems Approach to Biological Evolution in Changing Environments
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[A1] [A4] Growth-mediated negative feedback shapes quantitative antibiotic response
Angermayr S.A., Pang T.Y., Chevereau G., Mitosch K., Lercher M.J., Bollenbach T., Mol Syst Biol, 20. Sep 2022, 10.15252/msb.202110490
[A2] Unpredictable repeatability in molecular evolution
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[B1] Pausing methotrexate prevents impairment of Omicron BA.1 and BA.2 neutralisation after COVID-19 booster vaccination
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[B1] [B3] Design of an optimal combination therapy with broadly neutralizing antibodies to suppress HIV-1
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[B1] SARS-CoV-2 Omicron sublineages exhibit distinct antibody escape patterns
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[B1] [B2] Effective high-throughput RT-qPCR screening for SARS-CoV-2 infections in children
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[C2] The impact of genomic variation on protein phosphorylation states and regulatory networks
Grossbach J., Gillet L., Clément-Ziza M., Schmalohr C.L., Schubert O.T., Schütter M., Mawer J.S.P, Barnes C., Bludau I., Weith M., Tessarz P., Graef M., Aebersold R., Beyer A., Molecular Systems Biology, 16. May 2022, 10.15252/msb.202110712
[B1] Cross-Variant Neutralizing Serum Activity after SARS-CoV-2 Breakthrough Infections
Tober-Lau P., Gruell H., Vanshylla K., Koch W.M., Hillus D., Schommers P., Suárez I., Suttorp N., Sander L.E., Klein F., Kurth F., Emerg Infect Dis, 05. May 2022, 10.3201/eid2805.220271
[A2] Stochastic establishment of β-lactam-resistant Escherichia coli mutants reveals conditions for collective resistance
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[A1] Intron-mediated induction of phenotypic heterogeneity
Lukačišin, M., Espinosa-Cantú, A. & Bollenbach, T., Nature, 20. Apr 2022, 10.1038/s41586-022-04633-0
[B1] No substantial preexisting B cell immunity against SARS-CoV-2 in healthy adults
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[A2] Population size mediates the contribution of high-rate and large-benefit mutations to parallel evolution
Schenk M.F., Zwart M.P., Hwang S., Ruelens P., Severing E., Krug J., de Visser J.A.G.M., Nat Ecol Evol, 03. Mar 2022, 10.1038/s41559-022-01669-3
[A5] External stresses affect gonococcal type 4 pilus dynamics
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[B4] Extensive age-dependent loss of antibody diversity in naturally short-lived turquoise killifish
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[B1] mRNA booster immunization elicits potent neutralizing serum activity against the SARS-CoV-2 Omicron variant
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[B1] [B2] Discovery of ultrapotent broadly neutralizing antibodies from SARS-CoV-2 elite neutralizers
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[B3] Antigenic evolution of human influenza H3N2 neuraminidase is constrained by charge balancing
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[B6] [C1] Stochastic clonal dynamics and genetic turnover in exponentially growing populations
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[A4] On the optimality of the enzyme-substrate relationship in bacteria
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[A4] Deep learning allows genome-scale prediction of Michaelis constants from structural features
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[B2] Clinical and Genomic Characterization of SARS CoV-2 infections in mRNA Vaccinated Health Care Personnel in New York City
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[B8] [C4] Genomic and Transcriptomic Characteristics of Esophageal Adenocarcinoma
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[B2] Superspreaders drive the largest outbreaks of hospital onset COVID-19 infections
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[A2] Antibiotic Breakdown by Susceptible Bacteria Enhances the Establishment of β-Lactam Resistant Mutants
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[B2] Predicting in vivo escape dynamics of HIV-1 from a broadly neutralizing antibody
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[A2] Choice of β-Lactam Resistance Pathway Depends Critically on Initial Antibiotic Concentration
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[B1] Effective high-throughput isolation of fully human antibodies targeting infectious pathogens
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[B3] Dynamics of B cell repertoires and emergence of cross-reactive responses in patients with different severities of COVID-19
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[A2] From genotypes to organisms: State-of-the-art and perspectives of a cornerstone in evolutionary dynamics
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[B1] Kinetics and correlates of the neutralizing antibody response to SARS-CoV-2 infection in humans
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[B3] Optimal evolutionary decision-making to store immune memory
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[B1] Evaluation of a New Spike (S)-Protein-Based Commercial Immunoassay for the Detection of Anti-SARS-CoV-2 IgG
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[A3] Metabolic fitness landscapes predict the evolution of antibiotic resistance
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[B3] Optimal Evolutionary Control for Artificial Selection on Molecular Phenotypes
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[B1] CD34T+ Humanized Mouse Model to Study Mucosal HIV-1 Transmission and Prevention
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[A2] Clonal Interference and Mutation Bias in Small Bacterial Populations in Droplets
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[A2] The fitness landscapes of translation
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[A1] Minimal biophysical model of combined antibiotic action
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[B5] Longitudinal high-throughput TCR repertoire profiling reveals the dynamics of T-cell memory formation after mild COVID-19 infection
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[A4] The protein translation machinery is expressed for maximal efficiency in Escherichia coli
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[B4] Intra-species differences in population size shape life history and genome evolution
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[B3] Information-Geometric Optimization with Natural Selection
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[A2] Distribution of the number of fitness maxima in Fisher's geometric model
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[B1] Longitudinal Isolation of Potent Near-Germline SARS-CoV-2-Neutralizing Antibodies from COVID-19 Patients
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[B3] [B5] SOS: online probability estimation and generation of T-and B-cell receptors
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[A1] Mechanisms of drug interactions between translation-inhibiting antibiotics
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[B4] Microbiota–host interactions shape ageing dynamics
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[B2] Eco-evolutionary control of pathogens
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[B1] Repertoire characterization and validation of gB-specific human IgGs directly cloned from humanized mice vaccinated with dendritic cells and protected against HCMV
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[B4] Nothobranchius furzeri (African Turquoise Killifish)
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[A6] Mutation accumulation and horizontal gene transfer in Escherichia coli colonizing the gut of old mice
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[A1] Highly parallel lab evolution reveals that epistasis can curb the evolution of antibiotic resistance
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[B3] [B5] Generative models of T-cell receptor sequences
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[A2] Predictable properties of fitness landscapes induced by adaptational tradeoffs
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[B4] Low mutational load and high mutation rate variation in gut commensal bacteria
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[A6] Low mutational load and high mutation rate variation in gut commensal bacteria
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[B7] [C2] Pyruvate kinase variant of fission yeast tunes carbon metabolism, cell regulation, growth and stress resistance
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[B1] Structural Basis for a Convergent Immune Response against Ebola Virus
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[B3] Major antigenic site B of human influenza H3N2 viruses has an evolving local fitness landscape
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[A4] An analytical theory of balanced cellular growth
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[B5] Primary and secondary anti-viral response captured by the dynamics and phenotype of individual T cell clones
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[B3] The size of the immune repertoire of bacteria
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[B1] Antibody Teamwork against Ebola Virus Disease
Zehner M., Klein F., Immunity., 52, 18. Feb 2020, 10.1016/j.immuni.2020.01.016
[B1] Restriction of HIV-1 Escape by a Highly Broad and Potent Neutralizing Antibody
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[B1] openPrimeR for multiplex amplification of highly diverse templates
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[B1] [B5] Exploiting B Cell Receptor Analyses to Inform on HIV-1 Vaccination Strategies
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[A1] Emergent Gene Expression Responses to Drug Combinations Predict Higher-Order Drug Interactions
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[B1] Polyclonal and convergent antibody response to Ebola virus vaccine rVSV-ZEBOV
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[A3] [A6] Horizontal gene transfer overrides mutation in Escherichia coli colonizing the mammalian gut
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[A2] Recombination and mutational robustness in neutral fitness landscapes
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[B5] Multi-Lineage Evolution in Viral Populations Driven by Host Immune Systems
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[B1] Modeling the Amplification of Immunoglobulins through Machine Learning on Sequence-Specific Features
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[B3] Fierce Selection and Interference in B-Cell Repertoire Response to Chronic HIV-1
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[A3] Survival of the simplest in microbial evolution
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[A1] Temporal order and precision of complex stress responses in individual bacteria
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[A4] Each of 3,323 metabolic innovations in the evolution of E. coli arose through the horizontal transfer of a single DNA segment
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[A4] Machine learning applied to enzyme turnover numbers reveals protein structural correlates and improves metabolic models
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[A4] Alleles of a gene differ in pleiotropy, often mediated through currency metabolite production, in E. coli and yeast metabolic simulations
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[B2] Gene expression variability across cells and species shapes innate immunity
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[B8] [C4] Genomic Characterization of TP53–Wild-Type Esophageal Carcinoma1
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[B8] [C4] Impact of TP53 mutation status on systemic treatment outcome in ALK-rearranged non-small-cell lung cancer
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[A2] The utility of fitness landscapes and big data for predicting evolution
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[A2] Ecology dictates evolution? About the importance of genetic and ecological constraints in adaptation
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[A2] Unraveling the causes of adaptive benefits of synonymous mutations in TEM-1 β-lactamase
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[B8] [C4] Genetic instability and recurrent MYC amplification in ALK‐translocated NSCLC: a central role of TP53 mutations
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[B7] [C2] Multi-region proteome analysis quantifies spatial heterogeneity of prostate tissue biomarkers
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[B5] Method for identification of condition-associated public antigen receptor sequences
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[B4] The short-lived African turquoise killifish (Nothobranchius furzeri): a new model system for research on ageing. In Conn's Handbook of Models of Human Aging
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[B4] A Protocol for Laboratory Housing of Turquoise Killifish (Nothobranchius furzeri)
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[A2] Universality Classes of Interaction Structures for NK Fitness Landscapes
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[B5] High-throughput immune repertoire analysis with IGoR
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[B7] [C2] regNet: an R package for network-based propagation of gene expression alterations
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[A2] Local Fitness Landscapes Predict Yeast Evolutionary Dynamics in Directionally Changing Environments
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