Why has research in face recognition progressed so slowly? The importance of variability

Despite many years of research, there has been surprisingly little progress in our understanding of how faces are identified. Here I argue that there are two contributory factors: (a) Our methods have obscured a critical aspect of the problem, within-person variability; and (b) research has tended to conflate familiar and unfamiliar face processing. Examples of procedures for studying variability are given, and a case is made for studying real faces, of the type people recognize every day. I argue that face recognition (specifically identification) may only be understood by adopting new techniques that acknowledge statistical patterns in the visual environment. As a consequence, some of our current methods will need to be abandoned

Human leukocyte antigen alleles associate with COVID-19 vaccine immunogenicity and risk of breakthrough infection

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccine immunogenicity varies between individuals, and immune responses correlate with vaccine efficacy. Using data from 1,076 participants enrolled in ChAdOx1 nCov-19 vaccine efficacy trials in the United Kingdom, we found that inter-individual variation in normalized antibody responses against SARS-CoV-2 spike and its receptor-binding domain (RBD) at 28 days after first vaccination shows genome-wide significant association with major histocompatibility complex (MHC) class II alleles. The most statistically significant association with higher levels of anti-RBD antibody was HLA-DQB1*06 (P = 3.2 × 10−9), which we replicated in 1,677 additional vaccinees. Individuals carrying HLA-DQB1*06 alleles were less likely to experience PCR-confirmed breakthrough infection during the ancestral SARS-CoV-2 virus and subsequent Alpha variant waves compared to non-carriers (hazard ratio = 0.63, 0.42–0.93, P = 0.02). We identified a distinct spike-derived peptide that is predicted to bind differentially to HLA-DQB1*06 compared to other similar alleles, and we found evidence of increased spike-specific memory B cell responses in HLA-DQB1*06 carriers at 84 days after first vaccination. Our results demonstrate association of HLA type with Coronavirus Disease 2019 (COVID-19) vaccine antibody response and risk of breakthrough infection, with implications for future vaccine design and implementation

Genomic evidence of repeat-induced point mutation (RIP) in filamentous ascomycetes

The genomes of 49 filamentous ascomycetes (subphylum Pezizomycotina) were examined by two independent methods for evidence of multiple C -> T transitions typical of RIP. At least one transposable element or other repeat family was identified in each genome, and members were assessed for transition and transversion mutations relative to a model of their intact progenitor. Occurrence of RIP was indicated where family members differed by excess of directional transitions over transversions. Transition mutations were quantified by an algorithm taking double mutations in CpG and CpC dinucleotides into account. A second method assessed dinucleotide frequency distribution anomalies in whole genomes, a procedure that allowed quantification of fractions of the non-coding genome that had been subject to extensive directional mutation. The results of both methods revealed that RIP-like activity varied greatly, both in extent of mutation and in dinucleotide context for C -> T transitions. In the most extreme case, 75% of a Blastomyces dermatitidis genome had suffered conspicuous GC-depletion, all of it in the non-coding fraction. Many genomes carried both intact repeats as well as others that had suffered heavily from transitions. Only one species, Chaetomium globosum, showed no evidence of directional mutation

MATE transposable elements in Aspergillus nidulans: evidence of repeat-induced point mutation

The sequences of five MATE transposable elements were retrieved from the Aspergillus nidulans genome sequence. These elements are 6.1 kb in length and are characterized by 9–10 bp target site duplications, paired ∼40 bp palindromes close to each end, and in the unmutated elements, 57 clustered Spe-motifs (RWCTAGWY) scattered through their length. Short open reading frames have no known homology. Two of the MATE elements have numerous C → T transitions on both DNA strands relative to the remaining three elements. These mutations have all the characteristics of repeat-induced point mutation (RIP) previously described in Neurospora crassa, but not experimentally demonstrated in A. nidulans. Ninety-eight percent of mutated cytosines are in CpG and CpA doublets, the former mutating at higher frequency