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Sequencing identifies multiple, early introductions of SARS-CoV2 to New York City Region

Maurano, Matthew T; Ramaswami, Sitharam; Westby, Gael; Zappile, Paul; Dimartino, Dacia; Shen, Guomiao; Feng, Xiaojun; Ribeiro-Dos-Santos, Andre M; Vulpescu, Nicholas A; Black, Margaret; Hogan, Megan; Marier, Christian; Meyn, Peter; Zhang, Yutong; Cadley, John; Ordonez, Raquel; Luther, Raven; Huang, Emily; Guzman, Emily; Serrano, Antonio; Belovarac, Brendan; Gindin, Tatyana; Lytle, Andrew; Pinnell, Jared; Vougiouklakis, Theodore; Boytard, Ludovic; Chen, John; Lin, Lawrence H; Rapkiewicz, Amy; Raabe, Vanessa; Samanovic-Golden, Marie I; Jour, George; Osman, Iman; Aguero-Rosenfeld, Maria; Mulligan, Mark J; Cotzia, Paolo; Snuderl, Matija; Heguy, Adriana
Effective public response to a pandemic relies upon accurate measurement of the extent and dynamics of an outbreak. Viral genome sequencing has emerged as a powerful approach to link seemingly unrelated cases, and large-scale sequencing surveillance can inform on critical epidemiological parameters. Here, we report the analysis of 236 SARS-CoV2 sequences from cases in the New York City metropolitan area during the initial stages of the 2020 COVID-19 outbreak. The majority of cases throughout the region had no recent travel history or known exposure, and genetically linked cases were spread throughout the region. Comparison to global viral sequences showed that the majority were most related to cases from Europe. Our data are consistent with numerous seed transmissions from multiple sources and a prolonged period of unrecognized community spreading. This work highlights the complementary role of real-time genomic surveillance in addition to traditional epidemiological indicators.
PMCID:7276014
PMID: 32511587
ISSN: n/a
CID: 4477902

Genome-Wide DNA Methylation Profiles in Community Members Exposed to the World Trade Center Disaster

Arslan, Alan A; Tuminello, Stephanie; Yang, Lei; Zhang, Yian; Durmus, Nedim; Snuderl, Matija; Heguy, Adriana; Zeleniuch-Jacquotte, Anne; Shao, Yongzhao; Reibman, Joan
The primary goal of this pilot study was to assess feasibility of studies among local community members to address the hypothesis that complex exposures to the World Trade Center (WTC) dust and fumes resulted in long-term epigenetic changes. We enrolled 18 WTC-exposed cancer-free women from the WTC Environmental Health Center (WTC EHC) who agreed to donate blood samples during their standard clinical visits. As a reference WTC unexposed group, we randomly selected 24 age-matched cancer-free women from an existing prospective cohort who donated blood samples before 11 September 2001. The global DNA methylation analyses were performed using Illumina Infinium MethylationEpic arrays. Statistical analyses were performed using R Bioconductor package. Functional genomic analyses were done by mapping the top 5000 differentially expressed CpG sites to the Kyoto Encyclopedia of Genes and Genomes (KEGG) Pathway database. Among cancer-free subjects, we observed substantial methylation differences between WTC-exposed and unexposed women. The top 15 differentially methylated gene probes included BCAS2, OSGIN1, BMI1, EEF1A2, SPTBN5, CHD8, CDCA7L, AIDA, DDN, SNORD45C, ZFAND6, ARHGEF7, UBXN8, USF1, and USP12. Several cancer-related pathways were enriched in the WTC-exposed subjects, including endocytosis, mitogen-activated protein kinase (MAPK), viral carcinogenesis, as well as Ras-associated protein-1 (Rap1) and mammalian target of rapamycin (mTOR) signaling. The study provides preliminary data on substantial differences in DNA methylation between WTC-exposed and unexposed populations that require validation in further studies.
PMID: 32751422
ISSN: 1660-4601
CID: 4553982

WITHDRAWN: ASSOCIATION OF INITIAL VIRAL LOAD IN SARS-CoV-2 PATIENTS WITH OUTCOME AND SYMPTOMS

Argyropoulos, Kimon V; Serrano, Antonio; Hu, Jiyuan; Black, Margaret; Feng, Xiaojun; Shen, Guomiao; Call, Melissa; Kim, Min Jae; Lytle, Andrew; Belovarac, Brendan; Vougiouklakis, Theodore; Lin, Lawrence Hsu; Moran, Una; Heguy, Adriana; Troxel, Andrea; Snuderl, Matija; Osman, Iman; Cotzia, Paolo; Jour, George
The Publisher regrets that this article is an accidental duplication of an article that has already been published, https://doi.org/10.1016/j.ajpath.2020.07.001. The duplicate article has therefore been withdrawn. The full Elsevier Policy on Article Withdrawal can be found at https://www.elsevier.com/about/our-business/policies/article-withdrawal.
PMID: 32650002
ISSN: 1525-2191
CID: 4539692

iCellR: Combined Coverage Correction and Principal Component Alignment for Batch Alignment in Single-Cell Sequencing Analysis [PrePrint]

Khodadadi-Jamayran, Alireza; Pucella, Joseph; Zhou, Hua; Doudican, Nicole; Carucci, John; Heguy, Adriana; Reizis, Boris; Tsirigos, Aristotelis
ORIGINAL:0014655
ISSN: 2692-8205
CID: 4474802

IL-17 Inhibition in Spondyloarthritis Associates with Subclinical Gut Microbiome Perturbations and a Distinctive IL-25-Driven Intestinal Inflammation

Manasson, Julia; Wallach, David S; Guggino, Giuliana; Stapylton, Matthew; Badri, Michelle H; Solomon, Gary; Reddy, Soumya M; Coras, Roxana; Aksenov, Alexander A; Jones, Drew R; Girija, Parvathy V; Neimann, Andrea L; Heguy, Adriana; Segal, Leopoldo N; Dorrestein, Pieter C; Bonneau, Richard; Guma, Monica; Ciccia, Francesco; Ubeda, Carles; Clemente, Jose C; Scher, Jose U
OBJECTIVE:To characterize the ecological effects of biologic therapies on the gut bacterial and fungal microbiome of psoriatic arthritis (PsA)/spondyloarthritis (SpA) patients. METHODS:Fecal samples from PsA/SpA patients pre- and post-treatment with tumor necrosis factor inhibitors (TNFi; n=15) or an anti-interleukin (IL)-17A monoclonal antibody inhibitor (IL-17i; n=14) underwent sequencing (16S, ITS and shotgun metagenomics) and computational microbiome analysis. Fecal levels of fatty acid metabolites and cytokines/proteins implicated in PsA/SpA pathogenesis or intestinal inflammation were correlated with sequence data. Additionally, ileal biopsies obtained from SpA patients who developed clinically overt Crohn's disease (CD) after treatment with IL-17i (n=5) were analyzed for expression of IL-23/Th-17 related cytokines, IL-25/IL-17E-producing cells and type-2 innate lymphoid cells (ILC2s). RESULTS:There were significant shifts in abundance of specific taxa after treatment with IL-17i compared to TNFi, particularly Clostridiales (p=0.016) and Candida albicans (p=0.041). These subclinical alterations correlated with changes in bacterial community co-occurrence, metabolic pathways, IL-23/Th17-related cytokines and various fatty acids. Ileal biopsies showed that clinically overt CD was associated with expansion of IL-25/IL-17E-producing tuft cells and ILC2s (p<0.05) compared to pre-IL-17i treatment levels. CONCLUSION/CONCLUSIONS:In a subgroup of SpA patients, the initiation of IL-17A blockade correlated with features of subclinical gut inflammation and intestinal dysbiosis of certain bacterial and fungal taxa, most notably C. albicans. Further, IL-17i-related CD was associated with overexpression of IL-25/IL-17E-producing tuft cells and ILC2s. These results may help to explain the potential link between inhibition of a specific IL-17 pathway and the (sub)clinical gut inflammation observed in SpA.
PMID: 31729183
ISSN: 2326-5205
CID: 4185952

Pathways associated with invasion in encapsulated papillary carcinoma of the breast: Genomic and transcriptomic analysis [Meeting Abstract]

Schwartz, C; Khodadadi-Jamayran, A; Heguy, A; Snuderl, M; Cotzia, P; Jour, G; Darvishian, F
Background: Encapsulated papillary carcinomas (EPC) of the breast is a variant of papillary carcinoma that are confined to a cystic space, surrounded by a fibrous capsule and lack the myoepithelial coat. Despite the latter finding, it is recommended that EPC be staged as pTis due to its indolent course. Concurrent frank invasive carcinomas are staged commensurate with their size. We sought to investigate the molecular pathways differentially expressed in pure EPC and EPC with frank invasion at the genomic and transcriptomic level. In addition, we compared EPC with its corresponding invasive ductal carcinoma (IDC) at the transcriptomic level.
Design(s): We selected 3 cases of pure EPC (C1-C3) and 3 cases of EPC (C4e-C6e) with corresponding IDC (C4i-C6i).We performed whole transcriptome analysis on laser-capture microdissected samples from formalin-fixed, paraffin-embedded tissue. We used CloneTech Mammalian stranded pico kit for sequencing RNA. KEGG pathway analysis and Gene Ontology (GO) analysis was performed using the cluster Profiler R package (v3.0.0) and Database for Annotation, Visualization and Integrated Discovery. DNA analysis was performed using our in-house next generation sequencing hybrid capture covering 580 genes on C1-C3 and C4e-C6e.
Result(s): There were 5 female and 1 male patients. The mean age was 73 years (range 62-90). All cases were hormone receptor positive. C4e-C6e showed upregulation of NTRK2 and MAGI2 (lg2FC= 3.14 and lg2FC = 3.0 fold, respectively) and downregulation of PRKACB (lg2FC= -4.4) compared to C1-C3 on RNAseq. C4i-C6i showed upregulation of collagen-related genes (COL10A1, COL11A1, COL14A1, COL16A1, COL1A1, COL3A1, COL8A1) (lg2FC range: 6.28 fold change) and ADAM12/ADAMTS2 (lg2FC=6.2 and lg2FC= 6.9 fold change) compared to C4e-C6e (FDR =0.014). Pathway analysis showed upregulation of collagen fibril organization and extracellular matrix organization pathways in C4i-C6i compared to C4e-C6e and upregulation of kinase activity pathway (GO: 0016301) in C4e-C6e compared to C1-C3.Recurrent PIK3CA hotspot non-synonymous mutation was identified in C3, C4e, C5e and C6e (c.G1633A in C5 and c.A3140G in C3, C4 and C6).
Conclusion(s): Our findings suggest that kinase and matrix metalloproteinase pathways contribute to EPC with invasion compared to pure EPC cases. Furthermore, enrichment of collagen-related genes in IDCs compared to their corresponding EPC suggest a synergistic potential with the aforementioned pathways. Mechanistic studies are warranted to validate the findings
EMBASE:631878654
ISSN: 1530-0285
CID: 4471192

Transcriptomic Coupling of PKP2 With Inflammatory and Immune Pathways Endogenous to Adult Cardiac Myocytes

Pérez-Hernández, Marta; Marrón-Liñares, Grecia M; Schlamp, Florencia; Heguy, Adriana; van Opbergen, Chantal J M; Mezzano, Valeria; Zhang, Mingliang; Liang, Feng-Xia; Cerrone, Marina; Delmar, Mario
Plakophilin-2 (PKP2) is classically defined as a component of the desmosome. Besides its role in cell-cell adhesion, PKP2 can modulate transcription through intracellular signals initiated at the site of cell-cell contact. Mutations in PKP2 associate with arrhythmogenic right ventricular cardiomyopathy (ARVC). Recent data demonstrate that inflammation plays a key role in disease progression; other results show an abundance of anti-heart antibodies in patients with confirmed diagnosis of ARVC. Here, we test the hypothesis that, in adult cardiac myocytes, PKP2 transcript abundance is endogenously linked to the abundance of transcripts participating in the inflammatory/immune response. Cardiac-specific, tamoxifen (TAM)-activated PKP2-knockout mice (PKP2cKO) were crossed with a RiboTag line to allow characterization of the ribosome-resident transcriptome of cardiomyocytes after PKP2 knockdown. Data were combined with informatics analysis of human cardiac transcriptome using GTEx. Separately, the presence of non-myocyte cells at the time of analysis was assessed by imaging methods. We identified a large number of transcripts upregulated consequent to PKP2 deficiency in myocytes, inversely correlated with PKP2 abundance in human transcriptomes, and part of functional pathways associated with inflammatory/immune responses. Our data support the concept that PKP2 is transcriptionally linked, in cardiac myocytes, to genes coding for host-response molecules even in the absence of exogenous triggers. Targeted anti-inflammatory therapy may be effective in ARVC.
PMCID:7849609
PMID: 33536940
ISSN: 1664-042x
CID: 4776512

Sequencing identifies multiple early introductions of SARS-CoV-2 to the New York City region

Maurano, Matthew T.; Ramaswami, Sitharam; Zappile, Paul; Dimartino, Dacia; Boytard, Ludovic; Ribeiro-dos-Santos, Andre M.; Vulpescu, Nicholas A.; Westby, Gael; Shen, Guomiao; Feng, Xiaojun; Hogan, Megan S.; Ragonnet-Cronin, Manon; Geidelberg, Lily; Marier, Christian; Meyn, Peter; Zhang, Yutong; Cadley, John; Ordonez, Raquel; Luther, Raven; Huang, Emily; Guzman, Emily; Arguelles-Grande, Carolina; Argyropoulos, Kimon V.; Black, Margaret; Serrano, Antonio; Call, Melissa E.; Kim, Min Jae; Belovarac, Brendan; Gindin, Tatyana; Lytle, Andrew; Pinnell, Jared; Vougiouklakis, Theodore; Chen, John; Lin, Lawrence H.; Rapkiewicz, Amy; Raabe, Vanessa; Samanovic, Marie I.; Jour, George; Osman, Iman; Aguero-Rosenfeld, Maria; Mulligan, Mark J.; Volz, Erik M.; Cotzia, Paolo; Snuderl, Matija; Heguy, Adriana
ISI:000596075800008
ISSN: 1088-9051
CID: 5525422

Axon TRAP reveals learning-associated alterations in cortical axonal mRNAs in the lateral amgydala

Ostroff, Linnaea E; Santini, Emanuela; Sears, Robert; Deane, Zachary; Kanadia, Rahul N; LeDoux, Joseph E; Lhakhang, Tenzin; Tsirigos, Aristotelis; Heguy, Adriana; Klann, Eric
Local translation can support memory consolidation by supplying new proteins to synapses undergoing plasticity. Translation in adult forebrain dendrites is an established mechanism of synaptic plasticity and is regulated by learning, yet there is no evidence for learning-regulated protein synthesis in adult forebrain axons, which have traditionally been believed to be incapable of translation. Here we show that axons in the adult rat amygdala contain translation machinery, and use translating ribosome affinity purification (TRAP) with RNASeq to identify mRNAs in cortical axons projecting to the amygdala, over 1200 of which were regulated during consolidation of associative memory. Mitochondrial and translation-related genes were upregulated, whereas synaptic, cytoskeletal, and myelin-related genes were downregulated; the opposite effects were observed in the cortex. Our results demonstrate that axonal translation occurs in the adult forebrain and is altered after learning, supporting the likelihood that local translation is more a rule than an exception in neuronal processes.
PMID: 31825308
ISSN: 2050-084x
CID: 4234492

Revisiting multifocal breast Cancer: a Clonality study of ductal carcinoma using whole exome sequencing

Schwartz, Christopher J; Dolgalev, Igor; Vasudevaraja, Varshini; Kelly, Stephen; Heguy, Adriana; Snuderl, Matija; Cotzia, Paolo; Jour, George; Darvishian, Farbod
Multifocal breast cancer (MFBC), ductal type, has been hypothesized to arise by one of two mechanisms: either through intramammary/intralymphatic spread from a single index tumor (MBC-1), or as multiple independent tumors with each focus carrying its corresponding ductal carcinoma in-situ (MBC-2). In order to improve our understanding of MFBC pathogenesis, we employed laser capture microdissection coupled with whole-exome sequencing to study clonal origin in MFBC. We selected three cases of MBC-1 (C1 to C3) and MBC-2 (C4 to C6) and analyzed three foci from each case. MBC-1 cases were histologically similar and showed a strong predilection for satellite foci, vascular invasion and nodal metastasis when compared to MBC-2. Our bioinformatics approach provided strong evidence for clonal relationships in MBC-1, as demonstrated by distinct clusters of genes conserved across all tumor foci. Conversely, no gene clusters were shared across all the foci in MBC-2, suggesting multiple independent tumors. These findings provide further support for the two distinct pathogenetic mechanisms in MFBC.
PMID: 31704365
ISSN: 1532-8392
CID: 4184582