User profiles for Aleksandra M. Walczak
Aleksandra WalczakLaboratoire de physique théorique, École normale supérieure Verified email at lpt.ens.fr Cited by 9143 |
Statistical inference of the generation probability of T-cell receptors from sequence repertoires
A Murugan, T Mora, AM Walczak… - Proceedings of the …, 2012 - National Acad Sciences
Stochastic rearrangement of germline V-, D-, and J-genes to create variable coding sequence
for certain cell surface receptors is at the origin of immune system diversity. This process, …
for certain cell surface receptors is at the origin of immune system diversity. This process, …
Predicting evolution
M Lässig, V Mustonen, AM Walczak - Nature ecology & evolution, 2017 - nature.com
The face of evolutionary biology is changing: from reconstructing and analysing the past to
predicting future evolutionary processes. Recent developments include prediction of …
predicting future evolutionary processes. Recent developments include prediction of …
[HTML][HTML] High-throughput immune repertoire analysis with IGoR
High-throughput immune repertoire sequencing is promising to lead to new statistical diagnostic
tools for medicine and biology. Successful implementations of these methods require a …
tools for medicine and biology. Successful implementations of these methods require a …
Flocking and turning: a new model for self-organized collective motion
Birds in a flock move in a correlated way, resulting in large polarization of velocities. A good
understanding of this collective behavior exists for linear motion of the flock. Yet observing …
understanding of this collective behavior exists for linear motion of the flock. Yet observing …
Optimizing information flow in small genetic networks
In order to survive, reproduce, and (in multicellular organisms) differentiate, cells must control
the concentrations of the myriad different proteins that are encoded in the genome. The …
the concentrations of the myriad different proteins that are encoded in the genome. The …
Statistical mechanics for natural flocks of birds
Flocking is a typical example of emergent collective behavior, where interactions between
individuals produce collective patterns on the large scale. Here we show how a quantitative …
individuals produce collective patterns on the large scale. Here we show how a quantitative …
Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins
…, IZ Mamedov, T Mora, AM Walczak… - Proceedings of the …, 2018 - National Acad Sciences
T cell receptor (TCR) repertoire data contain information about infections that could be used
in disease diagnostics and vaccine development, but extracting that information remains a …
in disease diagnostics and vaccine development, but extracting that information remains a …
Maximum entropy models for antibody diversity
Recognition of pathogens relies on families of proteins showing great diversity. Here we
construct maximum entropy models of the sequence repertoire, building on recent experiments …
construct maximum entropy models of the sequence repertoire, building on recent experiments …
[HTML][HTML] Neoantigen quality predicts immunoediting in survivors of pancreatic cancer
Cancer immunoediting 1 is a hallmark of cancer 2 that predicts that lymphocytes kill more
immunogenic cancer cells to cause less immunogenic clones to dominate a population. …
immunogenic cancer cells to cause less immunogenic clones to dominate a population. …
Self-regulating gene: an exact solution
An exact steady-state solution of the stochastic equations governing the behavior of a gene
regulated by a self-generated proteomic atmosphere is presented. The solutions depend on …
regulated by a self-generated proteomic atmosphere is presented. The solutions depend on …