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1.
Development ; 151(12)2024 Jun 15.
Article in English | MEDLINE | ID: mdl-38934416

ABSTRACT

Transit-amplifying (TA) cells are progenitors that undergo an amplification phase followed by transition into an extinction phase. A long postulated epidermal TA progenitor with biphasic behavior has not yet been experimentally observed in vivo. Here, we identify such a TA population using clonal analysis of Aspm-CreER genetic cell-marking in mice, which uncovers contribution to both homeostasis and injury repair of adult skin. This TA population is more frequently dividing than a Dlx1-CreER-marked long-term self-renewing (e.g. stem cell) population. Newly developed generalized birth-death modeling of long-term lineage tracing data shows that both TA progenitors and stem cells display neutral competition, but only the stem cells display neutral drift. The quantitative evolution of a nascent TA cell and its direct descendants shows that TA progenitors indeed amplify the basal layer before transition and that the homeostatic TA population is mostly in extinction phase. This model will be broadly useful for analyzing progenitors whose behavior changes with their clone age. This work identifies a long-missing class of non-self-renewing biphasic epidermal TA progenitors and has broad implications for understanding tissue renewal mechanisms.


Subject(s)
Epidermal Cells , Epidermis , Stem Cells , Animals , Mice , Stem Cells/cytology , Stem Cells/metabolism , Epidermal Cells/cytology , Epidermal Cells/metabolism , Epidermis/metabolism , Cell Proliferation , Cell Lineage , Homeostasis , Cell Differentiation , Cell Self Renewal/physiology
2.
EMBO J ; 41(18): e110488, 2022 09 15.
Article in English | MEDLINE | ID: mdl-35949182

ABSTRACT

Adulte interfollicular epidermis (IFE) renewal is likely orchestrated by physiological demands of its complex tissue architecture comprising spatial and cellular heterogeneity. Mouse tail and back skin display two kinds of basal IFE spatial domains that regenerate at different rates. Here, we elucidate the molecular and cellular states of basal IFE domains by marker expression and single-cell transcriptomics in mouse and human skin. We uncover two paths of basal cell differentiation that in part reflect the IFE spatial domain organization. We unravel previously unrecognized similarities between mouse tail IFE basal domains defined as scales and interscales versus human rete ridges and inter-ridges, respectively. Furthermore, our basal IFE transcriptomics and gene targeting in mice provide evidence supporting a physiological role of IFE domains in adaptation to differential UV exposure. We identify Sox6 as a novel UV-induced and interscale/inter-ridge preferred basal IFE-domain transcription factor, important for IFE proliferation and survival. The spatial, cellular, and molecular organization of IFE basal domains underscores skin adaptation to environmental exposure and its unusual robustness in adult homeostasis.


Subject(s)
Epidermal Cells , Epidermis , Adult , Animals , Cell Differentiation/genetics , Environmental Exposure , Humans , Mice , Skin
3.
J Neurosci ; 44(14)2024 Apr 03.
Article in English | MEDLINE | ID: mdl-38360746

ABSTRACT

An increasing number of pathogenic variants in presynaptic proteins involved in the synaptic vesicle cycle are being discovered in neurodevelopmental disorders. The clinical features of these synaptic vesicle cycle disorders are diverse, but the most prevalent phenotypes include intellectual disability, epilepsy, movement disorders, cerebral visual impairment, and psychiatric symptoms ( Verhage and Sørensen, 2020; Bonnycastle et al., 2021; John et al., 2021; Melland et al., 2021). Among this growing list of synaptic vesicle cycle disorders, the most frequent is STXBP1 encephalopathy caused by de novo heterozygous pathogenic variants in syntaxin-binding protein 1 (STXBP1, also known as MUNC18-1; Verhage and Sørensen, 2020; John et al., 2021). STXBP1 is an essential protein for presynaptic neurotransmitter release. Its haploinsufficiency is the main disease mechanism and impairs both excitatory and inhibitory neurotransmitter release. However, the disease pathogenesis and cellular origins of the broad spectrum of neurological phenotypes are poorly understood. Here we generate cell type-specific Stxbp1 haploinsufficient male and female mice and show that Stxbp1 haploinsufficiency in GABAergic/glycinergic neurons causes developmental delay, epilepsy, and motor, cognitive, and psychiatric deficits, recapitulating majority of the phenotypes observed in the constitutive Stxbp1 haploinsufficient mice and STXBP1 encephalopathy. In contrast, Stxbp1 haploinsufficiency in glutamatergic neurons results in a small subset of cognitive and seizure phenotypes distinct from those caused by Stxbp1 haploinsufficiency in GABAergic/glycinergic neurons. Thus, the contrasting roles of excitatory and inhibitory signaling reveal GABAergic/glycinergic dysfunction as a key disease mechanism of STXBP1 encephalopathy and suggest the possibility to selectively modulate disease phenotypes by targeting specific neurotransmitter systems.


Subject(s)
Brain Diseases , Epilepsy , Neurodevelopmental Disorders , Animals , Female , Male , Mice , Brain Diseases/genetics , Epilepsy/genetics , GABAergic Neurons/metabolism , Munc18 Proteins/genetics , Munc18 Proteins/metabolism , Neurodevelopmental Disorders/genetics , Neurotransmitter Agents
4.
J Am Chem Soc ; 146(26): 17613-17617, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38885442

ABSTRACT

Synthesis of high-entropy oxide (HEO) nanocrystals has focused on increasing the temperature in the entropy term (T(ΔS)) to overcome the enthalpy term. However, these high temperatures lead to large, polydisperse nanocrystals. In this work, we leverage the low solubility product (Ksp) of metal oxides and optimize the Lewis-acid-catalyzed esterification reaction for equal rate production of the cation monomers to synthesize HEO nanocrystals at low temperatures, producing the smallest (<4 nm) and most monodisperse (<15% size dispersity) HEOs to date. We apply these HEO nanocrystals as electrocatalysts, exhibiting promising activity toward the oxygen evolution reaction in alkaline media, with an overpotential of 345 mV at 10 mA/cm2.

5.
J Am Chem Soc ; 145(31): 17406-17419, 2023 Aug 09.
Article in English | MEDLINE | ID: mdl-37525439

ABSTRACT

While certain ternary spinel oxides have been well-explored with colloidal nanochemistry, notably the ferrite spinel family, ternary manganese (Mn)-based spinel oxides have not been tamed. A key composition is cobalt (Co)-Mn oxide (CMO) spinel, CoxMn3-xO4, that, despite exemplary performance in multiple electrochemical applications, has few reports in the colloidal literature. Of these reports, most show aggregated and polydisperse products. Here, we describe a synthetic method for small, colloidally stable CMO spinel nanocrystals with tunable composition and low dispersity. By reacting 2+ metal-acetylacetonate (M(acac)2) precursors in an amine solvent under an oxidizing environment, we developed a pathway that avoids the highly reducing conditions of typical colloidal synthesis reactions; these reducing conditions typically push the system toward a monoxide impurity phase. Through surface chemistry studies, we identify organic byproducts and their formation mechanism, enabling us to engineer the surface and obtain colloidally stable nanocrystals with low organic loading. We report a CMO/carbon composite with low organic contents that performs the oxygen reduction reaction (ORR) with a half-wave potential (E1/2) of 0.87 V vs RHE in 1.0 M potassium hydroxide at 1600 rpm, rivaling previous reports for the highest activity of this material in ORR electrocatalysis. We extend the general applicability of this procedure to other Mn-based spinel nanocrystals such as Zn-Mn-O, Fe-Mn-O, Ni-Mn-O, and Cu-Mn-O. Finally, we show the scalability of this method by producing inorganic nanocrystals at the gram scale.

6.
Bioinformatics ; 38(18): 4434-4436, 2022 09 15.
Article in English | MEDLINE | ID: mdl-35900159

ABSTRACT

MOTIVATION: The Division of Cancer Epidemiology and Genetics (DCEG) and the Division of Cancer Prevention (DCP) at the National Cancer Institute (NCI) have recently generated genome-wide association study (GWAS) data for multiple traits in the Prostate, Lung, Colorectal, and Ovarian (PLCO) Genomic Atlas project. The GWAS included 110 000 participants. The dissemination of the genetic association data through a data portal called GWAS Explorer, in a manner that addresses the modern expectations of FAIR reusability by data scientists and engineers, is the main motivation for the development of the open-source JavaScript software development kit (SDK) reported here. RESULTS: The PLCO GWAS Explorer resource relies on a public stateless HTTP application programming interface (API) deployed as the sole backend service for both the landing page's web application and third-party analytical workflows. The core PLCOjs SDK is mapped to each of the API methods, and also to each of the reference graphic visualizations in the GWAS Explorer. A few additional visualization methods extend it. As is the norm with web SDKs, no download or installation is needed and modularization supports targeted code injection for web applications, reactive notebooks (Observable) and node-based web services. AVAILABILITY AND IMPLEMENTATION: code at https://github.com/episphere/plco; project page at https://episphere.github.io/plco.


Subject(s)
Colorectal Neoplasms , Ovarian Neoplasms , United States , Male , Humans , Female , Genome-Wide Association Study , National Cancer Institute (U.S.) , Prostate , Software , Ovarian Neoplasms/genetics , Lung
7.
Bioorg Med Chem ; 28(12): 115542, 2020 06 15.
Article in English | MEDLINE | ID: mdl-32503696

ABSTRACT

The signal transducer and activator of transcription 3 (STAT3) protein is constitutively activated in several cancers. STAT3 activity can be blocked by inhibiting its Src Homology 2 (SH2) domain, but phosphotyrosine and its isosteres have poor bioavailability. In this work, we develop peptide-based inhibitors of STAT3-SH2 by combining chemical strategies that have proven effective for targeting other SH2 domains. These strategies include a STAT3-specific selectivity sequence, non-hydrolyzable phosphotyrosine isosteres, and a high-efficiency cell-penetrating peptide. Peptides that combined these three strategies had substantial biological stability and cytosolic delivery, as measured using highly quantitative cell-based assays. However, these peptides did not inhibit STAT3 activity in cells. By comparing in vitro binding affinity, cell penetration, and proteolytic stability, this work explores the delicate balance of factors that contribute to biological activity for peptidic inhibitors of STAT3.


Subject(s)
Peptides/metabolism , STAT3 Transcription Factor/antagonists & inhibitors , Alanine/analogs & derivatives , Alanine/chemistry , Cell Line, Tumor , Cell Survival/drug effects , Cytosol/metabolism , Humans , Naphthalenes/chemistry , Peptides/chemical synthesis , Peptides/chemistry , Peptides/pharmacology , Peptides, Cyclic/chemistry , Protein Binding , Protein Stability , STAT3 Transcription Factor/chemistry , STAT3 Transcription Factor/metabolism , src Homology Domains
8.
Matern Child Nutr ; 16(3): e12968, 2020 07.
Article in English | MEDLINE | ID: mdl-32048455

ABSTRACT

The new millennium brought renewed attention to improving the health of women and children. In this same period, direct deaths from conflicts have declined worldwide, but civilian deaths associated with conflicts have increased. Nigeria is among the most conflict-prone countries in Sub-Saharan Africa, especially recently with the Boko Haram insurgency in the north. This paper uses two data sources, the 2013 Demographic and Health Survey for Nigeria and the Social Conflict Analysis Database, linked by geocode, to study the effect of these conflicts on infant and young child acute malnutrition (or wasting). We show a strong association in 2013 between living close to a conflict zone and acute malnutrition in Nigerian children, with larger effects for rural children than urban children. This is related to the severity of the conflict, measured both in terms of the number of conflict deaths and the length of time the child was exposed to conflict. Undoubtedly, civil conflict is limiting the future prospects of Nigerian children and the country's economic growth. In Nigeria, conflicts in the north are expected to continue with sporadic attacks and continued damaged infrastructure. Thus, Nigerian children, innocent victims of the conflict, will continue to suffer the consequences documented in this study.


Subject(s)
Armed Conflicts/statistics & numerical data , Child Nutrition Disorders/epidemiology , Child , Child, Preschool , Developing Countries , Female , Humans , Infant , Male , Nigeria/epidemiology , Rural Population/statistics & numerical data , Severity of Illness Index
9.
J Stroke Cerebrovasc Dis ; 27(11): 2973-2976, 2018 Nov.
Article in English | MEDLINE | ID: mdl-30072179

ABSTRACT

BACKGROUND: We present a single institution registry with the novel feature of 90-day outcome assessments on all hospitalized acute stroke patients, inclusive of every patient with a primary discharge diagnosis of transient ischemic attack (TIA), acute ischemic stroke (AIS), nontraumatic subarachnoid hemorrhage (SAH), and intracerebral hemorrhage (ICH). METHODS: Patient data obtained in the HOPES registry include demographics, comorbid diagnoses, medications, health behaviors, laboratory values, imaging studies, vital signs, and outcome measures, most notably the modified Rankin Scale (mRS) at 90days. RESULTS: From May 2016 to December 31, 2017, 1607 patients were enrolled in the HOPES registry. 90-day outcome assessments were captured on 1555 patients (97%): 1096 AIS, 230 ICH, 110 SAH, and 119 TIA patients. Mortality rates and 90-day outcomes were most favorable for TIA patients. Mortality and 90-day disability scores were poorest for patients in the ICH group. CONCLUSIONS: The inclusion of 90-day outcomes data will allow HOPES to stand apart among stroke registries as a new standard for stroke outcomes research. The registry will provide the necessary comprehensive data that the field needs as we transition our focus of stroke research to poststroke recovery.


Subject(s)
Cerebral Hemorrhage/therapy , Ischemic Attack, Transient/therapy , Patient Outcome Assessment , Stroke/therapy , Subarachnoid Hemorrhage/therapy , Cerebral Hemorrhage/diagnosis , Cerebral Hemorrhage/mortality , Cerebral Hemorrhage/physiopathology , Disability Evaluation , Electronic Health Records , Humans , Ischemic Attack, Transient/diagnosis , Ischemic Attack, Transient/mortality , Ischemic Attack, Transient/physiopathology , Prospective Studies , Recovery of Function , Registries , Stroke/diagnosis , Stroke/mortality , Stroke/physiopathology , Subarachnoid Hemorrhage/diagnosis , Subarachnoid Hemorrhage/mortality , Subarachnoid Hemorrhage/physiopathology , Texas/epidemiology , Time Factors , Treatment Outcome
12.
Arthroscopy ; 32(10): 1947-1952, 2016 10.
Article in English | MEDLINE | ID: mdl-27129377

ABSTRACT

PURPOSE: To evaluate whether morphologic characteristics of rotator cuff tear have prognostic value in determining symptomatic structural failure of arthroscopic rotator cuff repair independent of age or gender. METHODS: Arthroscopic rotator cuff repair cases performed by five fellowship-trained surgeons at our institution from 2006 to 2013 were retrospectively reviewed. Data extraction included demographics, comorbidities, repair technique, clinical examination, and radiographic findings. Failure in symptomatic patients was defined as structural defect on postoperative magnetic resonance imaging or pseudoparalysis on examination. Failures were age and gender matched with successful repairs in a 1:2 ratio. RESULTS: A total of 30 failures and 60 controls were identified. Supraspinatus atrophy (P = .03) and tear size (18.3 mm failures v 13.9 mm controls; P = .02) were significant risk factors for failure, as was the presence of an infraspinatus tear greater than 10 mm (62% v 17%, P < .01). Single-row repair (P = .06) and simple suture configuration (P = .17) were more common but similar between groups. Diabetes mellitus and active tobacco use were not significantly associated with increased failure risk but psychiatric medication use was more frequent in the failure group. CONCLUSIONS: This study confirms previous suspicions that tear size and fatty infiltration are associated with failure of arthroscopic rotator cuff repair but independent of age or gender in symptomatic patients. There is also a quantitative cutoff on magnetic resonance imaging for the size of infraspinatus involvement that can be used clinically as a predicting factor. Although reported in the literature, smoking and diabetes were not associated with failure. LEVEL OF EVIDENCE: Level III, retrospective case control.


Subject(s)
Arthroscopy/adverse effects , Postoperative Complications/epidemiology , Rotator Cuff Injuries/surgery , Rotator Cuff/surgery , Female , Humans , Incidence , Magnetic Resonance Imaging , Male , Middle Aged , Postoperative Complications/diagnosis , Retrospective Studies , Risk Factors , Rotator Cuff/diagnostic imaging , Rotator Cuff Injuries/diagnosis , Treatment Outcome , United States/epidemiology
14.
Lab Chip ; 24(3): 492-504, 2024 01 30.
Article in English | MEDLINE | ID: mdl-38164805

ABSTRACT

The COVID-19 pandemic increased demands for respiratory disease testing to facilitate treatment and limit transmission, demonstrating in the process that most existing test options were too complex and expensive to perform in point-of-care or home scenarios. Lab-based molecular techniques can detect viral RNA in respiratory illnesses but are expensive and require trained personnel, while affordable antigen-based home tests lack sensitivity for early detection in newly infected or asymptomatic individuals. The few home RNA detection tests deployed were prohibitively expensive. Here, we demonstrate a point-of-care, paper-based rapid analysis device that simultaneously detects multiple viral RNAs; it is demonstrated on two common respiratory viruses (COVID-19 and influenza A) spiked onto a commercial nasal swab. The automated device requires no sample preparation by the user after insertion of the swab, minimizing user operation steps. We incorporated lyophilized amplification reagents immobilized in a porous matrix, a novel thermally actuated valve for multiplexed fluidic control, a printed circuit board that performs on-device lysis and amplification within a cell-phone-sized disposable device. Reverse transcription loop-mediated isothermal amplification (RT-LAMP) products are visualized via fluorescent dyes using a modified cell phone, resulting in detection of as few as 104 viral copies per swab across both pathogens within 30 minutes. This integrated platform could be commercialized in a form that would be inexpensive, portable, and sensitive; it can readily be multiplexed to detect as many as 8 different RNA or DNA sequences, and adapted to any desired RNA or DNA detection assays.


Subject(s)
COVID-19 , Nucleic Acids , Humans , Point-of-Care Systems , Pandemics , Nucleic Acid Amplification Techniques , COVID-19/diagnosis , Molecular Diagnostic Techniques/methods , RNA, Viral/genetics , RNA, Viral/analysis , Sensitivity and Specificity , COVID-19 Testing
15.
bioRxiv ; 2024 Jun 29.
Article in English | MEDLINE | ID: mdl-38979229

ABSTRACT

Over the past 15 years, hundreds of previously undiscovered bacterial small open reading frame (sORF)-encoded polypeptides (SEPs) of fewer than fifty amino acids have been identified, and biological functions have been ascribed to an increasing number of SEPs from intergenic regions and small RNAs. However, despite numbering in the dozens in Escherichia coli, and hundreds to thousands in humans, same-strand nested sORFs that overlap protein coding genes in alternative reading frames remain understudied. In order to provide insight into this enigmatic class of unannotated genes, we characterized GndA, a 36-amino acid, heat shock-regulated SEP encoded within the +2 reading frame of the gnd gene in E. coli K-12 MG1655. We show that GndA pulls down components of respiratory complex I (RCI) and is required for proper localization of a RCI subunit during heat shock. At high temperature GndA deletion (ΔGndA) cells exhibit perturbations in cell growth, NADH+/NAD ratio, and expression of a number of genes including several associated with oxidative stress. These findings suggest that GndA may function in maintenance of homeostasis during heat shock. Characterization of GndA therefore supports the nascent but growing consensus that functional, overlapping genes occur in genomes from viruses to humans.

16.
Cell Rep ; 43(3): 113940, 2024 Mar 26.
Article in English | MEDLINE | ID: mdl-38483906

ABSTRACT

Individual cell sensing of external cues has evolved through the temporal patterns in signaling. Since nuclear factor κB (NF-κB) signaling dynamics have been examined using a single subunit, RelA, it remains unclear whether more information might be transmitted via other subunits. Using NF-κB double-knockin reporter mice, we monitored both canonical NF-κB subunits, RelA and c-Rel, simultaneously in single macrophages by quantitative live-cell imaging. We show that signaling features of RelA and c-Rel convey more information about the stimuli than those of either subunit alone. Machine learning is used to predict the ligand identity accurately based on RelA and c-Rel signaling features without considering the co-activated factors. Ligand discrimination is achieved through selective non-redundancy of RelA and c-Rel signaling dynamics, as well as their temporal coordination. These results suggest a potential role of c-Rel in fine-tuning immune responses and highlight the need for approaches that will elucidate the mechanisms regulating NF-κB subunit specificity.


Subject(s)
NF-kappa B , Proto-Oncogene Proteins c-rel , Mice , Animals , NF-kappa B/metabolism , Ligands , Proto-Oncogene Proteins c-rel/metabolism , Transcription Factor RelA/metabolism , Signal Transduction , Macrophages/metabolism
17.
Soc Neurosci ; 18(3): 155-170, 2023 08.
Article in English | MEDLINE | ID: mdl-37248725

ABSTRACT

Recent research in social neuroscience has postulated that Theory of Mind (ToM) regions play a role in processing social prediction error (PE: the difference between what was expected and what was observed). Here, we tested whether PE signal depends on the type of prior information people use to make predictions - an agent's prior mental states (e.g., beliefs, desires, preferences) or an agent's prior behavior - as well as the type of information that confirms or violates such predictions. That is, does prior information about mental states (versus behavior) afford stronger predictions about an agent's subsequent mental states or behaviors? Additionally, when information about an agent's prior mental states or behavior is available, is PE signal strongest when information about an agent's subsequent mental state (vs behavior) is revealed? In line with prior research, results suggest that DMPFC, LTPJ, and RTPJ are recruited more for unexpected than expected outcomes. However, PE signal does not seem to discriminate on the basis of prior or outcome information type. These findings suggest that ToM regions may flexibly incorporate any available information to make predictions about, monitor, and perhaps explain, inconsistencies in social agents.


Subject(s)
Theory of Mind , Humans
18.
Cell Rep ; 42(9): 113145, 2023 09 26.
Article in English | MEDLINE | ID: mdl-37725512

ABSTRACT

The conserved WD40-repeat protein WDR5 interacts with multiple proteins both inside and outside the nucleus. However, it is currently unclear whether and how the distribution of WDR5 between complexes is regulated. Here, we show that an unannotated microprotein EMBOW (endogenous microprotein binder of WDR5) dually encoded in the human SCRIB gene interacts with WDR5 and regulates its binding to multiple interaction partners, including KMT2A and KIF2A. EMBOW is cell cycle regulated, with two expression maxima at late G1 phase and G2/M phase. Loss of EMBOW decreases WDR5 interaction with KIF2A, aberrantly shortens mitotic spindle length, prolongs G2/M phase, and delays cell proliferation. In contrast, loss of EMBOW increases WDR5 interaction with KMT2A, leading to WDR5 binding to off-target genes, erroneously increasing H3K4me3 levels, and activating transcription of these genes. Together, these results implicate EMBOW as a regulator of WDR5 that regulates its interactions and prevents its off-target binding in multiple contexts.


Subject(s)
Chromatin , Intracellular Signaling Peptides and Proteins , Humans , Intracellular Signaling Peptides and Proteins/genetics , Cell Proliferation , Spindle Apparatus , Kinesins/genetics , Micropeptides
19.
ACS Mater Au ; 3(5): 501-513, 2023 Sep 13.
Article in English | MEDLINE | ID: mdl-38089098

ABSTRACT

The thiospinel group of nickel cobalt sulfides (NixCo3-xS4) are promising materials for energy applications such as supercapacitors, fuel cells, and solar cells. Solution-processible nanoparticles of NixCo3-xS4 have advantages of low cost and fabrication of high-performance energy devices due to their high surface-to-volume ratio, which increases the electrochemically active surface area and shortens the ionic diffusion path. The current approaches to synthesize NixCo3-xS4 nanoparticles are often based on hydrothermal or solvothermal methods that are difficult to scale up safely and efficiently and that preclude monitoring the reaction through aliquots, making optimization of size and dispersity challenging, typically resulting in aggregated nanoparticles with polydisperse sizes. In this work, we report a scalable "heat-up" method to colloidally synthesize NixCo3-xS4 nanoparticles that are smaller than 15 nm in diameter with less than 15% in size dispersion, using two inexpensive, earth-abundant sulfur sources. Our method provides a reliable synthetic pathway to produce phase-pure, low-dispersity, gram-scale nanoparticles of ternary metal sulfides. This method enhances the current capabilities of NixCo3-xS4 nanoparticles to meet the performance demands to improve renewable energy technologies.

20.
Sci Data ; 10(1): 25, 2023 01 12.
Article in English | MEDLINE | ID: mdl-36635305

ABSTRACT

The Prostate, Lung, Colorectal and Ovarian (PLCO) Cancer Screening Trial is a prospective cohort study of nearly 155,000 U.S. volunteers aged 55-74 at enrollment in 1993-2001. We developed the PLCO Atlas Project, a large resource for multi-trait genome-wide association studies (GWAS), by genotyping participants with available DNA and genomic consent. Genotyping on high-density arrays and imputation was performed, and GWAS were conducted using a custom semi-automated pipeline. Association summary statistics were generated from a total of 110,562 participants of European, African and Asian ancestry. Application programming interfaces (APIs) and open-source software development kits (SKDs) enable exploring, visualizing and open data access through the PLCO Atlas GWAS Explorer website, promoting Findable, Accessible, Interoperable, and Re-usable (FAIR) principles. Currently the GWAS Explorer hosts association data for 90 traits and >78,000,000 genomic markers, focusing on cancer and cancer-related phenotypes. New traits will be posted as association data becomes available. The PLCO Atlas is a FAIR resource of high-quality genetic and phenotypic data with many potential reuse opportunities for cancer research and genetic epidemiology.


Subject(s)
Genome-Wide Association Study , Ovarian Neoplasms , Female , Humans , Male , Lung , Polymorphism, Single Nucleotide , Prospective Studies , Prostate
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