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1.
Mol Ecol Resour ; 24(4): e13946, 2024 May.
Article En | MEDLINE | ID: mdl-38436617

The ability to sex individuals is an important component of many behavioural and ecological investigations and provides information for demographic models used in conservation and species management. However, many birds are difficult to sex using morphological characters or traditional molecular sexing methods. In this study, we developed probabilistic models for sexing birds using quantitative PCR (qPCR) data. First, we quantified distributions of gene copy numbers at a set of six sex-linked genes, including the sex-determining gene DMRT1, for individuals across 17 species and seven orders of birds (n = 150). Using these data, we built predictive logistic models for sex identification and tested their performance with independent samples from 51 species and 13 orders (n = 209). Models using the two loci most highly correlated with sex had greater accuracy than models using the full set of sex-linked loci, across all taxonomic levels of analysis. Sex identification was highly accurate when individuals to be assigned were of species used in model building. Our analytical approach was widely applicable across diverse neognath bird lineages spanning millions of years of evolutionary divergence. Unlike previous methods, our probabilistic framework incorporates uncertainty around qPCR measurements as well as biological variation within species into decision-making rules. We anticipate that this method will be useful for sexing birds, including those of high conservation concern and/or subsistence value, that have proven difficult to sex using traditional approaches. Additionally, the general analytical framework presented in this paper may also be applicable to other organisms with sex chromosomes.


Birds , Sex Chromosomes , Humans , Animals , Polymerase Chain Reaction , Logistic Models , Birds/genetics , Sex Determination Analysis/methods
2.
medRxiv ; 2024 Jan 30.
Article En | MEDLINE | ID: mdl-38410442

Background: Accurate diagnosis of bipolar disorder (BD) is difficult in clinical practice, with an average delay between symptom onset and diagnosis of about 7 years. A key reason is that the first manic episode is often preceded by a depressive one, making it difficult to distinguish BD from unipolar major depressive disorder (MDD). Aims: Here, we use genome-wide association analyses (GWAS) to identify differential genetic factors and to develop predictors based on polygenic risk scores that may aid early differential diagnosis. Methods: Based on individual genotypes from case-control cohorts of BD and MDD shared through the Psychiatric Genomics Consortium, we compile case-case-control cohorts, applying a careful merging and quality control procedure. In a resulting cohort of 51,149 individuals (15,532 BD cases, 12,920 MDD cases and 22,697 controls), we perform a variety of GWAS and polygenic risk scores (PRS) analyses. Results: While our GWAS is not well-powered to identify genome-wide significant loci, we find significant SNP-heritability and demonstrate the ability of the resulting PRS to distinguish BD from MDD, including BD cases with depressive onset. We replicate our PRS findings, but not signals of individual loci in an independent Danish cohort (iPSYCH 2015 case-cohort study, N=25,966). We observe strong genetic correlation between our case-case GWAS and that of case-control BD. Conclusions: We find that MDD and BD, including BD with a depressive onset, are genetically distinct. Further, our findings support the hypothesis that Controls - MDD - BD primarily lie on a continuum of genetic risk. Future studies with larger and richer samples will likely yield a better understanding of these findings and enable the development of better genetic predictors distinguishing BD and, importantly, BD with depressive onset from MDD.

3.
Curr Probl Cardiol ; 49(5): 102468, 2024 May.
Article En | MEDLINE | ID: mdl-38369203

Lyme carditis, a well-established manifestation of Lyme disease, has been studied in animal models to improve understanding of its pathogenesis. This review synthesizes existing literature on these models and associated disease mechanisms. Searches in MEDLINE, Embase, BIOSIS, and Web of Science yielded 53 articles (47 mice models and 6 other animal models). Key findings include: 1) Onset of carditis correlates with spirochete localization in the heart; 2) Carditis occurs within 10 days of infection, progressing to peak inflammation within 30 days; 3) Infiltrates were predominantly composed of Mac-1+ macrophages and were associated with increases in TNF-α, IL-1 and IL-12 cytokines; 4) Resolution of inflammation was primarily mediated by lymphocytes; 5) Immune system is a double-edged sword: it can play a role in the progression and severity of carditis, but can also have a protective effect. Animal models offer valuable insights into the evolution and pathophysiologic mechanisms of Lyme carditis.


Lyme Disease , Myocarditis , Humans , Animals , Mice , Myocarditis/etiology , Lyme Disease/complications , Lyme Disease/pathology , Models, Animal , Inflammation/complications
4.
Int J Toxicol ; 43(2_suppl): 70S-131S, 2024 Apr.
Article En | MEDLINE | ID: mdl-38174390

The Expert Panel for Cosmetic Ingredient Safety (Panel) assessed the safety of 10 alkane diol ingredients as used in cosmetics. The alkane diols are structurally related to each other as small diols, and most are reported to function in cosmetics as solvents. The Panel reviewed the relevant data for these ingredients, and concluded that seven alkane diols are safe in cosmetics in the present practices of use and concentration described in this safety assessment, but that the available data are insufficient to make a determination of safety for three ingredients, namely 1,4-Butanediol, 2,3-Butanediol, and Octanediol.


Consumer Product Safety , Cosmetics , Cosmetics/toxicity , Alcohols , Solvents , Risk Assessment
5.
Nat Genet ; 56(2): 222-233, 2024 Feb.
Article En | MEDLINE | ID: mdl-38177345

Most genome-wide association studies (GWAS) of major depression (MD) have been conducted in samples of European ancestry. Here we report a multi-ancestry GWAS of MD, adding data from 21 cohorts with 88,316 MD cases and 902,757 controls to previously reported data. This analysis used a range of measures to define MD and included samples of African (36% of effective sample size), East Asian (26%) and South Asian (6%) ancestry and Hispanic/Latin American participants (32%). The multi-ancestry GWAS identified 53 significantly associated novel loci. For loci from GWAS in European ancestry samples, fewer than expected were transferable to other ancestry groups. Fine mapping benefited from additional sample diversity. A transcriptome-wide association study identified 205 significantly associated novel genes. These findings suggest that, for MD, increasing ancestral and global diversity in genetic studies may be particularly important to ensure discovery of core genes and inform about transferability of findings.


Depressive Disorder, Major , Genome-Wide Association Study , Humans , Genetic Predisposition to Disease , Depressive Disorder, Major/genetics , Depression , Chromosome Mapping , Polymorphism, Single Nucleotide/genetics
6.
Int J Toxicol ; 43(2_suppl): 5S-69S, 2024 Apr.
Article En | MEDLINE | ID: mdl-38279815

The Expert Panel for Cosmetic Ingredient Safety (Panel) assessed the safety of 27 inorganic and organometallic zinc salts as used in cosmetic formulations; these salts are specifically of the 2+ (II) oxidation state cation of zinc. These ingredients included in this report have various reported functions in cosmetics, including hair conditioning agents, skin conditioning agents, cosmetic astringents, cosmetic biocides, preservatives, oral care agents, buffering agents, bulking agents, chelating agents, and viscosity increasing agents. The Panel reviewed the relevant data for these ingredients, and concluded that these 27 ingredients are safe in cosmetics in the present practices of use and concentration described in this safety assessment when formulated to be non-irritating.


Cosmetics , Dermatologic Agents , Salts , Consumer Product Safety , Cosmetics/toxicity , Chelating Agents/toxicity , Risk Assessment
7.
Can J Diabetes ; 48(1): 66-72, 2024 Feb.
Article En | MEDLINE | ID: mdl-37474100

Breast cancer increases the risk of type 2 diabetes 1.07- to 4.27-fold, depending on patient and treatment characteristics, such as postmenopausal status, hormone therapy, and treatment with adjuvant chemotherapy. We evaluated the current evidence and considered the role of increased screening for type 2 diabetes in this at-risk population. This narrative review was conducted using Embase and MEDLINE databases. Keywords including diabetes and breast cancer were used. Articles were limited to those published in English between 2000 and 2022. It appears that the increased risk of diabetes begins at or just after breast cancer diagnosis, and remains elevated for at least 10 to 15 years, with greatest risk in the first 2 years after diagnosis. Subsets of patients with breast cancer appear to be at higher risk of developing type 2 diabetes, including those who were treated with adjuvant chemotherapy or hormone therapy. Further investigation is needed to develop specific screening recommendations for this population. If screening is performed with a glycated hemoglobin test during breast cancer treatment, then hemoglobin should be measured at the same time given the association of breast cancer therapy with anemia. Presence of breast cancer should not be a major factor when choosing among available antihyperglycemic agents. Overall, patients with breast cancer appear to be at an increased risk of developing type 2 diabetes. This increased risk suggests the need for further investigation to develop specific screening recommendations for this at-risk population.


Breast Neoplasms , Diabetes Mellitus, Type 2 , Humans , Female , Breast Neoplasms/complications , Breast Neoplasms/diagnosis , Breast Neoplasms/epidemiology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Early Detection of Cancer , Risk Factors , Hormones/therapeutic use
8.
Virology ; 589: 109938, 2024 01.
Article En | MEDLINE | ID: mdl-37977084

We detected and characterized highly pathogenic avian influenza viruses among hunter-harvested wild waterfowl inhabiting western Alaska during September-October 2022 using a molecular sequencing pipeline applied to RNA extracts derived directly from original swab samples. Genomic characterization of 10 H5 clade 2.3.4.4b avian influenza viruses detected with high confidence provided evidence for three independent viral introductions into Alaska. Our results highlight the utility and some potential limits of applying molecular processing approaches directly to RNA extracts from original swab samples for viral research and monitoring.


Influenza A Virus, H5N1 Subtype , Influenza A virus , Influenza in Birds , Animals , Influenza A Virus, H5N1 Subtype/genetics , Influenza in Birds/epidemiology , Alaska/epidemiology , Birds , Animals, Wild , Influenza A virus/genetics , RNA , Phylogeny
9.
Cutis ; 112(5): 215-219, 2023 Nov.
Article En | MEDLINE | ID: mdl-38091444

This cross-sectional study was designed to better understand perceptions of beauty, antiaging, and cosmetic procedures among young Black women, particularly social media users. An in-depth questionnaire was developed and administered via social media platforms to Black women in the United States (N=352). Study participants were asked about their top cosmetic skin concerns, prior and current usage of minimally invasive cosmetic procedures, and their attitudes toward obtaining such procedures in the future. Attitudes regarding beauty and self-perceived aging also were obtained to better understand how this demographic views beauty with regard to aging. All results were further stratified by age. Our findings suggest that perceptions of antiaging, particularly with regard to sunscreen use, are changing among younger Black women.


Cosmetic Techniques , Cosmetics , Skin Aging , Humans , Female , United States , Cross-Sectional Studies , Surveys and Questionnaires
10.
bioRxiv ; 2023 Oct 27.
Article En | MEDLINE | ID: mdl-37961277

Complete characterization of the genetic effects on gene expression is needed to elucidate tissue biology and the etiology of complex traits. Here, we analyzed 2,344 subcutaneous adipose tissue samples and identified 34K conditionally distinct expression quantitative trait locus (eQTL) signals in 18K genes. Over half of eQTL genes exhibited at least two eQTL signals. Compared to primary signals, non-primary signals had lower effect sizes, lower minor allele frequencies, and less promoter enrichment; they corresponded to genes with higher heritability and higher tolerance for loss of function. Colocalization of eQTL with conditionally distinct genome-wide association study signals for 28 cardiometabolic traits identified 3,605 eQTL signals for 1,861 genes. Inclusion of non-primary eQTL signals increased colocalized signals by 46%. Among 30 genes with ≥2 pairs of colocalized signals, 21 showed a mediating gene dosage effect on the trait. Thus, expanded eQTL identification reveals more mechanisms underlying complex traits and improves understanding of the complexity of gene expression regulation.

11.
bioRxiv ; 2023 Aug 21.
Article En | MEDLINE | ID: mdl-37662416

Blood lipid traits are treatable and heritable risk factors for heart disease, a leading cause of mortality worldwide. Although genome-wide association studies (GWAS) have discovered hundreds of variants associated with lipids in humans, most of the causal mechanisms of lipids remain unknown. To better understand the biological processes underlying lipid metabolism, we investigated the associations of plasma protein levels with total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL), and low-density lipoprotein cholesterol (LDL) in blood. We trained protein prediction models based on samples in the Multi-Ethnic Study of Atherosclerosis (MESA) and applied them to conduct proteome-wide association studies (PWAS) for lipids using the Global Lipids Genetics Consortium (GLGC) data. Of the 749 proteins tested, 42 were significantly associated with at least one lipid trait. Furthermore, we performed transcriptome-wide association studies (TWAS) for lipids using 9,714 gene expression prediction models trained on samples from peripheral blood mononuclear cells (PBMCs) in MESA and 49 tissues in the Genotype-Tissue Expression (GTEx) project. We found that although PWAS and TWAS can show different directions of associations in an individual gene, 40 out of 49 tissues showed a positive correlation between PWAS and TWAS signed p-values across all the genes, which suggests a high-level consistency between proteome-lipid associations and transcriptome-lipid associations.

12.
Br J Pain ; 17(4): 352-365, 2023 Aug.
Article En | MEDLINE | ID: mdl-37538944

Fibromyalgia remains a difficult condition to diagnose and treat. Research suggests that this leads to frustrating experiences for service users and healthcare professionals. This has led to negative healthcare professional attitudes towards working with those with fibromyalgia. The research to date reports negative attitudes and predominantly investigates attitudes of primary care physicians. This study explores the attitudes of a range of healthcare professionals towards those diagnosed with fibromyalgia. Using Q-methodology, 27 healthcare professionals completed a sorting task and questionnaire to prioritise statements relating to a range of different attitudes towards service users. All participants significantly loaded onto three factors that explained a total of 64% of the data variance. Factor 1 reflected the attitude 'Service users with fibromyalgia are no different to other service users and I enjoy working with them'. Factor 2 reflected the attitude 'Service users with fibromyalgia are inaccurate informants of their own condition due to lack of understanding of their condition and are not likely to engage in treatments'. Factor 3 reflected the attitude 'Service users with fibromyalgia are trustworthy with a lot of clinical problems [but I lack confidence in specialist skills to support them]'. Contrary to the current literature, there appears to be supportive attitudes from healthcare professionals towards service users diagnosed with fibromyalgia. Increased specialised training, clinical exposure to working with fibromyalgia and reflective practice spaces were identified as elements that could improve healthcare professional attitudes.

13.
medRxiv ; 2023 Jun 29.
Article En | MEDLINE | ID: mdl-37425837

Metabolites are small molecules that are useful for estimating disease risk and elucidating disease biology. Nevertheless, their causal effects on human diseases have not been evaluated comprehensively. We performed two-sample Mendelian randomization to systematically infer the causal effects of 1,099 plasma metabolites measured in 6,136 Finnish men from the METSIM study on risk of 2,099 binary disease endpoints measured in 309,154 Finnish individuals from FinnGen. We identified evidence for 282 causal effects of 70 metabolites on 183 disease endpoints (FDR<1%). We found 25 metabolites with potential causal effects across multiple disease domains, including ascorbic acid 2-sulfate affecting 26 disease endpoints in 12 disease domains. Our study suggests that N-acetyl-2-aminooctanoate and glycocholenate sulfate affect risk of atrial fibrillation through two distinct metabolic pathways and that N-methylpipecolate may mediate the causal effect of N6, N6-dimethyllysine on anxious personality disorder. This study highlights the broad causal impact of plasma metabolites and widespread metabolic connections across diseases.

14.
Nutrition ; 113: 112089, 2023 09.
Article En | MEDLINE | ID: mdl-37354653

OBJECTIVE: The aim of this study was to investigate the complementarity of five nutritional risk screening tools (Nutritional Risk Screening 2002 [NRS-2002], Malnutrition Screening Tool [MST], Malnutrition Universal Screening Tool [MUST], Mini-Nutritional Assessment-Short Form [MNA-SF], and Patient-Generated Subjective Global Assessment SF [PG-SGA SF]) combined with three malnutrition diagnostic tools (SGA, PG-SGA, and Global Leadership Initiative on Malnutrition [GLIM]) and their ability to predict poor clinical outcomes in older patients with cancer. METHODS: Using data collected within 48 h of hospital admission, we conducted a prospective cohort study on nutritional risk (NRS-2002, MST, MUST, MNA-SF, and PG-SGA SF) and the presence of malnutrition (SGA, PG-SGA, and GLIM). Patients were grouped according to their nutritional risk and malnutrition status. Accuracy tests and logistic regression analysis were used to evaluate the ability of the combined tools to predict hospital length of stay and readmission. We evaluated 248 older patients (69.7 ± 7.2 y of age, 59.7% men; 27.4% with gastrointestinal tumors). The median length of stay was 4 d (3-9 d), and 65.3% of patients remained hospitalized for ≥ 4 d. RESULTS: The NRS-2002 combined with SGA and MST combined with SGA and GLIM had the highest specificity (> 80%) for predicting hospitalization. Nutritional risk assessed by MNA-SF and malnutrition assessed by PG-SGA were associated with 2.48- and 6.04-fold increased likelihood of hospitalization (≥ 4 d) and readmission (60 d), respectively. CONCLUSION: Concomitant application of MNA-SF (specific for older patients) with PG-SGA (specific for patients with cancer) might enhance the ability to predict length of stay and readmission in hospitalized older patients with solid tumors.


Malnutrition , Neoplasms , Male , Humans , Aged , Middle Aged , Female , Nutrition Assessment , Length of Stay , Nutritional Status , Cohort Studies , Prospective Studies , Patient Readmission , Malnutrition/diagnosis , Malnutrition/epidemiology , Malnutrition/etiology , Neoplasms/complications
15.
J Glob Antimicrob Resist ; 33: 186-193, 2023 06.
Article En | MEDLINE | ID: mdl-36972752

OBJECTIVES: A variety of methods have been developed to detect antimicrobial resistance (AMR) in different environments to better understand the evolution and dissemination of this public health threat. Comparisons of results generated using different AMR detection methods, such as quantitative PCR (qPCR) and whole-genome sequencing (WGS), are often imperfect, and few studies have analysed samples in parallel to evaluate differences. In this study, we compared bacterial culture and WGS to a culture-independent commercially available qPCR assay to evaluate the concordance between methods and the utility of each in answering research questions regarding the presence and epidemiology of AMR in wild bird habitats. METHODS: We first assessed AMR gene detection using qPCR in 45 bacterial isolates from which we had existing WGS data. We then analysed 52 wild bird faecal samples and 9 spatiotemporally collected water samples using culture-independent qPCR and WGS of phenotypically resistant indicator bacterial isolates. RESULTS: Overall concordance was strong between qPCR and WGS of bacterial isolates, although concordance differed among antibiotic classes. Analysis of wild bird faecal and water samples revealed that more samples were determined to be positive for AMR via qPCR than via culture and WGS of bacterial isolates, although qPCR did not detect AMR genes in two samples from which phenotypically resistant isolates were found. CONCLUSIONS: Both qPCR and culture followed by sequencing may be effective approaches for characterising AMR genes harboured by wild birds, although data streams produced using these different tools may have advantages and disadvantages that should be considered given the application and sample matrix.


Anti-Bacterial Agents , Drug Resistance, Bacterial , Animals , Anti-Bacterial Agents/pharmacology , Drug Resistance, Bacterial/genetics , Animals, Wild/microbiology , Birds/genetics , Birds/microbiology , Bacteria/genetics , Ecosystem , Polymerase Chain Reaction , Water
16.
J Surg Educ ; 80(4): 581-587, 2023 04.
Article En | MEDLINE | ID: mdl-36933931

OBJECTIVE: Resident physician wellness has been a highly contentious topic in graduate medical education over the past 2 decades. Physicians, including residents and attending physicians, are more likely than other professionals to work through illness and delay necessary healthcare screening appointments. Potential reasons for underutilization of health care include-unpredictable work hours, limited time, concerns about confidentiality, poor support from training programs, and apprehension about the impact on their peers. The goal of this study was to evaluate access to health care amongst resident physicians within a large military training facility. DESIGN: This is an observational study using Department of Defense approved software to distribute an anonymous ten question survey on routine health care practices of residents. The survey was distributed to a total of 240 active-duty military resident physicians at a large tertiary military medical center. RESULTS: One hundred seventy-eight residents completed the survey with a 74% response rate. Residents from 15 specialty areas responded. Compared to male counterparts', female residents were more likely to miss routine scheduled health care appointments to include, behavioral health appointments (54.2% vs 28%, p < 0.01). Female residents were more likely to report that attitudes toward missing clinical duties for health care appointments impacted their decision to start or add to their family more than male coresidents (32.3% vs 18.3%, p = 0.03). Surgical residents are also more likely to miss routine screening appointments or scheduled follow ups than residents in nonsurgical training programs; (84.0-88% compared to 52.4%-62.8%) respectively. CONCLUSIONS: Resident health and wellness have long been an issue, with resident physical and mental health being negatively impacted during residency. Our study notes that residents in the military system also face barriers accessing routine health care. Female surgical residents being the demographic most significantly impacted. Our survey highlights cultural attitudes in military graduate medical education regarding the prioritization of personal health, and the negative impact that can have on residents' utilization of care. Our survey also raises concerns particularly amongst female surgical residents, that these attitudes may impact career advancement, as well as influence their decision to start or add to their families.


Internship and Residency , Military Health Services , Humans , Male , Female , Education, Medical, Graduate , Surveys and Questionnaires , Health Services
17.
Nutr Cancer ; 75(4): 1177-1188, 2023.
Article En | MEDLINE | ID: mdl-36892543

BACKGROUND: Early assessment of malnutrition in cancer patients is essential. This study analyzed the accuracy of the Global Leadership Initiative on Malnutrition (GLIM) and the Subjective Global Assessment (SGA), in diagnosing malnutrition, considering the Patient Generated-SGA (PG-SGA) as a reference, and the impact of malnutrition on hospital days. METHODS: We conducted a prospective cohort study in 183 patients with gastrointestinal, head and neck, and lung cancer. Malnutrition was assessed within 48 h, of hospital admission according to the SGA, PG-SGA, and GLIM. Accuracy tests and regression analysis were performed to assess the criterion validity of the GLIM and SGA for diagnosing malnutrition. RESULTS: Malnutrition was diagnosed in 57.3% (SGA), 86.3% (PG-SGA), and 74.9% (GLIM) of the inpatients. The median of hospitalization was 6 (3-11) days, with 47% hospitalized > 6 day. The SGA presented the best accuracy (AUC = 0.832) than the GLIM (AUC = 0.632) compared to PG-SGA. Patients diagnosed with malnutrition by SGA, GLIM, and PG-SGA remained hospitalized for 2.13, 3.19, and 4.56 day more than well-nourished patients, respectively. CONCLUSION: Compared to PG-SGA, the SGA presents good accuracy and adequate specificity (>80%). Malnutrition evaluated by SGA, PG-SGA, and GLIM was associated with more days of hospitalization.


Lung Neoplasms , Malnutrition , Humans , Prospective Studies , Leadership , Hospitalization , Malnutrition/diagnosis , Malnutrition/etiology , Nutrition Assessment , Nutritional Status
18.
Environ Res ; 216(Pt 2): 114617, 2023 01 01.
Article En | MEDLINE | ID: mdl-36273598

Antibiotic resistant bacteria (ARB) have been detected in remote environments, but the degree to which their presence is due to anthropogenic contamination remains unclear. Here, anthropogenic and ecological determinants of ARB were characterized in remote and highly visited areas of Rocky Mountain National Park in the United States. Soil and water samples were collected from 29 sites once a month for three months and measured for bacteria resistant to seven antibiotics with flow cytometry. A novel index of the likelihood of human presence (HPI) was generated for estimating human impact on ARB abundance. The HPI accounted for 44% of variation in ARB abundance in water samples (p < 0.0001) and 51% of variation in soil samples (p < 0.00001). Human presence index was illustrated as a reliable predictor of ARB abundance despite a tendency to underpredict at higher levels of human impact. Ecological determinants such as temperature, elevation, slope, and aspect were also found to be significantly associated with ARB abundance. These findings suggest that human presence drives the abundance of ARB in Rocky Mountain National Park, but ecological variables play a significant role in their presence and dispersal.


Anti-Bacterial Agents , Bacteria , Drug Resistance, Bacterial , Humans , Anti-Bacterial Agents/pharmacology , Bacteria/drug effects , Genes, Bacterial , Anthropogenic Effects , Soil Microbiology , Water Microbiology , United States , Environmental Monitoring
19.
HLA ; 101(2): 138-142, 2023 02.
Article En | MEDLINE | ID: mdl-36401817

Eplet 44KM is currently listed in the HLA Epitope Registry but does not adhere to the eplet definition of an amino acid configuration within a 3.5 Å radius. Eplet 44KM has been previously redefined to the antibody-verified reactivity pattern 44K/150V/158V, based on reactivity analysis of monoclonal antibody VDK1D12. Since the three residues are always simultaneously present on common HLA alleles, methods to define which residue is crucial for antibody-induction and binding are limited. In this proof-of-concept study, we performed site-directed mutagenesis to narrow down the antibody-verified reactivity pattern 44K/150V/158V to a single amino acid and defined 44K as the eplet or functional epitope of mAb VDK1D12.


Antibodies, Monoclonal , HLA-A1 Antigen , Humans , Antibodies, Monoclonal/chemistry , Epitopes , Antibody Specificity , Alleles , HLA-A Antigens , Mutagenesis, Site-Directed , Amino Acids , Histocompatibility Testing
20.
bioRxiv ; 2023 Dec 15.
Article En | MEDLINE | ID: mdl-38168419

Skeletal muscle, the largest human organ by weight, is relevant to several polygenic metabolic traits and diseases including type 2 diabetes (T2D). Identifying genetic mechanisms underlying these traits requires pinpointing the relevant cell types, regulatory elements, target genes, and causal variants. Here, we used genetic multiplexing to generate population-scale single nucleus (sn) chromatin accessibility (snATAC-seq) and transcriptome (snRNA-seq) maps across 287 frozen human skeletal muscle biopsies representing 456,880 nuclei. We identified 13 cell types that collectively represented 983,155 ATAC summits. We integrated genetic variation to discover 6,866 expression quantitative trait loci (eQTL) and 100,928 chromatin accessibility QTL (caQTL) (5% FDR) across the five most abundant cell types, cataloging caQTL peaks that atlas-level snATAC maps often miss. We identified 1,973 eGenes colocalized with caQTL and used mediation analyses to construct causal directional maps for chromatin accessibility and gene expression. 3,378 genome-wide association study (GWAS) signals across 43 relevant traits colocalized with sn-e/caQTL, 52% in a cell-specific manner. 77% of GWAS signals colocalized with caQTL and not eQTL, highlighting the critical importance of population-scale chromatin profiling for GWAS functional studies. GWAS-caQTL colocalization showed distinct cell-specific regulatory paradigms. For example, a C2CD4A/B T2D GWAS signal colocalized with caQTL in muscle fibers and multiple chromatin loop models nominated VPS13C, a glucose uptake gene. Sequence of the caQTL peak overlapping caSNP rs7163757 showed allelic regulatory activity differences in a human myocyte cell line massively parallel reporter assay. These results illuminate the genetic regulatory architecture of human skeletal muscle at high-resolution epigenomic, transcriptomic, and cell state scales and serve as a template for population-scale multi-omic mapping in complex tissues and traits.

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