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1.
bioRxiv ; 2024 Mar 13.
Article in English | MEDLINE | ID: mdl-38559266

ABSTRACT

Tens of thousands of RNA-sequencing experiments comprising hundreds of thousands of individual samples have now been performed. These data represent a broad range of experimental conditions, sequencing technologies, and hypotheses under study. The Recount project has aggregated and uniformly processed hundreds of thousands of publicly available RNA-seq samples. Most of these samples only include RNA expression measurements; genotype data for these same samples would enable a wide range of analyses including variant prioritization, eQTL analysis, and studies of allele specific expression. Here, we developed a statistical model based on the existing reference and alternative read counts from the RNA-seq experiments available through Recount3 to predict genotypes at autosomal biallelic loci in coding regions. We demonstrate the accuracy of our model using large-scale studies that measured both gene expression and genotype genome-wide. We show that our predictive model is highly accurate with 99.5% overall accuracy, 99.6% major allele accuracy, and 90.4% minor allele accuracy. Our model is robust to tissue and study effects, provided the coverage is high enough. We applied this model to genotype all the samples in Recount 3 and provide the largest ready-to-use expression repository containing genotype information. We illustrate that the predicted genotype from RNA-seq data is sufficient to unravel the underlying population structure of samples in Recount3 using Principal Component Analysis.

2.
Ophthalmic Plast Reconstr Surg ; 37(3): 290-293, 2021.
Article in English | MEDLINE | ID: mdl-33315850

ABSTRACT

PURPOSE: This perspective explores the term "Asian blepharoplasty" and its socioemotional meaning to some patients. METHODS: N/A. RESULTS: Words have power. The term "Asian blepharoplasty" makes some patients uncomfortable. To our knowledge, it is the only medical descriptor that uses race. CONCLUSIONS: The use of the term "Asian Blepharoplasty" may unwittingly make patients uncomfortable and pathologize Asian features. Therefore, we suggest replacing the term "Asian Blepharoplasty" with "Double Eyelid Surgery." For the subset of procedures which do not include the creation of an eyelid crease, "Blepharoplasty" is appropriate.


Subject(s)
Blepharoplasty , Asian People , Eyelids/surgery , Humans
3.
Ophthalmic Plast Reconstr Surg ; 37(3S): S144-S148, 2021.
Article in English | MEDLINE | ID: mdl-32976333

ABSTRACT

Isolated orbital periphlebitis in the context of nonspecific orbital inflammation is rare. This case series describes 3 patients with periphlebitis of the superior ophthalmic vein, 2 of which were confirmed with pathology. All 3 cases had a history of Graves hyperthyroidism. Superior ophthalmic vein periphlebitis is a rare form of orbital inflammation presenting with proptosis and motility restriction yet few inflammatory signs. It may be associated with autoimmune hyperthyroidism and represent a rare feature of thyroid eye disease, or perhaps could be an overlap syndrome between thyroid eye disease and nonspecific orbital inflammation. Treatment response is variable and may require a prolonged course of steroids or other immunosuppressive medications.


Subject(s)
Cavernous Sinus , Exophthalmos , Graves Disease , Graves Ophthalmopathy , Phlebitis , Exophthalmos/diagnosis , Exophthalmos/etiology , Graves Ophthalmopathy/diagnosis , Humans
4.
Clin Cancer Res ; 26(11): 2556-2564, 2020 06 01.
Article in English | MEDLINE | ID: mdl-32170028

ABSTRACT

PURPOSE: Existing cell-free DNA (cfDNA) methods lack the sensitivity needed for detecting minimal residual disease (MRD) following therapy. We developed a test for tracking hundreds of patient-specific mutations to detect MRD with a 1,000-fold lower error rate than conventional sequencing. EXPERIMENTAL DESIGN: We compared the sensitivity of our approach to digital droplet PCR (ddPCR) in a dilution series, then retrospectively identified two cohorts of patients who had undergone prospective plasma sampling and clinical data collection: 16 patients with ER+/HER2- metastatic breast cancer (MBC) sampled within 6 months following metastatic diagnosis and 142 patients with stage 0 to III breast cancer who received curative-intent treatment with most sampled at surgery and 1 year postoperative. We performed whole-exome sequencing of tumors and designed individualized MRD tests, which we applied to serial cfDNA samples. RESULTS: Our approach was 100-fold more sensitive than ddPCR when tracking 488 mutations, but most patients had fewer identifiable tumor mutations to track in cfDNA (median = 57; range = 2-346). Clinical sensitivity was 81% (n = 13/16) in newly diagnosed MBC, 23% (n = 7/30) at postoperative and 19% (n = 6/32) at 1 year in early-stage disease, and highest in patients with the most tumor mutations available to track. MRD detection at 1 year was strongly associated with distant recurrence [HR = 20.8; 95% confidence interval, 7.3-58.9]. Median lead time from first positive sample to recurrence was 18.9 months (range = 3.4-39.2 months). CONCLUSIONS: Tracking large numbers of individualized tumor mutations in cfDNA can improve MRD detection, but its sensitivity is driven by the number of tumor mutations available to track.


Subject(s)
Breast Neoplasms/pathology , Circulating Tumor DNA/genetics , Estrogen Receptor alpha/metabolism , Neoplasm Recurrence, Local/pathology , Neoplasm, Residual/pathology , Adult , Breast Neoplasms/blood , Breast Neoplasms/genetics , Breast Neoplasms/therapy , Circulating Tumor DNA/blood , Combined Modality Therapy , Female , Follow-Up Studies , Humans , Neoplasm Recurrence, Local/blood , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/therapy , Neoplasm, Residual/blood , Neoplasm, Residual/genetics , Neoplasm, Residual/therapy , Prognosis , Prospective Studies , Retrospective Studies , Survival Rate
5.
Nature ; 569(7757): 503-508, 2019 05.
Article in English | MEDLINE | ID: mdl-31068700

ABSTRACT

Large panels of comprehensively characterized human cancer models, including the Cancer Cell Line Encyclopedia (CCLE), have provided a rigorous framework with which to study genetic variants, candidate targets, and small-molecule and biological therapeutics and to identify new marker-driven cancer dependencies. To improve our understanding of the molecular features that contribute to cancer phenotypes, including drug responses, here we have expanded the characterizations of cancer cell lines to include genetic, RNA splicing, DNA methylation, histone H3 modification, microRNA expression and reverse-phase protein array data for 1,072 cell lines from individuals of various lineages and ethnicities. Integration of these data with functional characterizations such as drug-sensitivity, short hairpin RNA knockdown and CRISPR-Cas9 knockout data reveals potential targets for cancer drugs and associated biomarkers. Together, this dataset and an accompanying public data portal provide a resource for the acceleration of cancer research using model cancer cell lines.


Subject(s)
Cell Line, Tumor , Neoplasms/genetics , Neoplasms/pathology , Antineoplastic Agents/pharmacology , Biomarkers, Tumor , DNA Methylation , Drug Resistance, Neoplasm , Ethnicity/genetics , Gene Editing , Histones/metabolism , Humans , MicroRNAs/genetics , Molecular Targeted Therapy , Neoplasms/metabolism , Protein Array Analysis , RNA Splicing
6.
Ophthalmic Plast Reconstr Surg ; 34(4): e119-e121, 2018.
Article in English | MEDLINE | ID: mdl-29659433

ABSTRACT

The occurrence of an accessory palpebral fissure and eyelid is an extremely rare phenomenon. An isolated accessory palpebral fissure and eyelid have been reported only twice in the literature, and in one case as an extension of Delleman syndrome, or oculocerebrocutaneous syndrome. The authors report a case of a full-term newborn who presented with an accessory palpebral fissure and eyelid associated with microcornea, skin polyps and tags, cutis dysplasia, and hypoplasia of the corpus callosum with an otherwise normal systemic workup and negative genetic screening. Detailed surgical management and histopathological analysis of the accessory findings are also described.


Subject(s)
Cataract/pathology , Corneal Diseases/pathology , Eye Abnormalities/pathology , Eyelids/abnormalities , Female , Humans , Infant, Newborn
8.
Mol Pharmacol ; 84(1): 50-61, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23592515

ABSTRACT

ATP functions as an extracellular signaling molecule that is costored and coreleased with neurotransmitters at central and peripheral neuronal synapses. Stimulation by ATP upregulates the expression of synaptic genes in muscle-including the genes for nicotine acetylcholine receptor (α-, δ-, and ε-subunits) and acetylcholinesterase (AChE)-via the P2Y receptor (P2YR), but the trophic response of neurons to the activation of P2YRs is less well understood. We reported that cultured cortical neurons and the developing rat brain expressed different types of P2YRs, and among these the UTP-sensitive P2Y2R was the most abundant. P2Y2R was found to exist in membrane rafts and it colocalized with the postsynaptic protein PSD-95 in cortical neurons. Notably, agonist-dependent stimulation of P2Y2R elevated the neuronal expression of cholinergic genes encoding AChE, PRiMA (an anchor for the globular form AChE), and choline acetyltransferase, and this induction was mediated by a signaling cascade that involved Ca(2+) mobilization and extracellular regulated kinases 1/2 activation. The importance of P2Y2R action was further shown by the receptor's synergistic effect with P2Y1R in enhancing cholinergic gene expression via the robust stimulation of Ca(2+) influx. Taken together our results revealed a developmental function of P2Y2R in promoting synaptic gene expression and demonstrated the influence of costimulation of P2Y1R and P2Y2R in neurons.


Subject(s)
Calcium/metabolism , Cerebral Cortex/metabolism , Neurons/metabolism , Receptors, Purinergic P2Y2/metabolism , Uridine Triphosphate/metabolism , Acetylcholinesterase/genetics , Acetylcholinesterase/metabolism , Animals , Cells, Cultured , Cerebral Cortex/drug effects , Choline O-Acetyltransferase/genetics , Choline O-Acetyltransferase/metabolism , Disks Large Homolog 4 Protein , GPI-Linked Proteins/genetics , GPI-Linked Proteins/metabolism , Gene Expression/drug effects , Gene Expression/genetics , Intracellular Signaling Peptides and Proteins/genetics , Intracellular Signaling Peptides and Proteins/metabolism , MAP Kinase Signaling System , Membrane Proteins/genetics , Membrane Proteins/metabolism , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Neurons/drug effects , Phosphorylation/drug effects , Purinergic P2Y Receptor Agonists/pharmacology , Rats , Rats, Sprague-Dawley , Receptors, Purinergic P2Y1/genetics , Receptors, Purinergic P2Y1/metabolism , Receptors, Purinergic P2Y2/genetics , Signal Transduction/drug effects
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