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Association of Initial Viral Load in Severe Acute Respiratory Syndrome Coronavirus 2 (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 J; Lytle, Andrew; Belovarac, Brendan; Vougiouklakis, Theodore; Lin, Lawrence H; Moran, Una; Heguy, Adriana; Troxel, Andrea; Snuderl, Matija; Osman, Iman; Cotzia, Paolo; Jour, George
The dynamics of viral load (VL) of the 2019 novel coronavirus (severe acute respiratory syndrome coronavirus 2) and its association with different clinical parameters remain poorly characterized in the US patient population. Herein, we investigate associations between VL and parameters, such as severity of symptoms, disposition (admission versus direct discharge), length of hospitalization, admission to the intensive care unit, length of need for oxygen support, and overall survival in a cohort of 205 patients from a tertiary care center in New York City. VL was determined using quantitative PCR and log10 transformed for normalization. Univariate and multivariate regression models were used to test these associations. We found that diagnostic viral load is significantly lower in hospitalized patients than in patients not hospitalized (log10 VL = 3.3 versus 4.0; P = 0.018) after adjusting for age, sex, race, body mass index, and comorbidities. Higher VL was associated with shorter duration of the symptoms in all patients and hospitalized patients only and shorter hospital stay (coefficient = -2.02, -2.61, and -2.18; P < 0.001, P = 0.002, and P = 0.013, respectively). No significant association was noted between VL, admission to intensive care unit, length of oxygen support, and overall survival. Our findings suggest a higher shedding risk in less symptomatic patients, an important consideration for containment strategies in severe acute respiratory syndrome coronavirus 2. Furthermore, we identify a novel association between viral load and history of cancer. Larger studies are warranted to validate our findings.
PMCID:7332909
PMID: 32628931
ISSN: 1525-2191
CID: 4531612
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
Correlative study of epigenetic regulation of tumor microenvironment in spindle cell melanomas and cutaneous malignant peripheral nerve sheath tumors
Vougiouklakis, Theodore; Aung, Phyu P; Vasudevaraja, Varshini; Prieto, Victor G; Torres-Cabala, Carlos A; Sulman, Erik P; Snuderl, Matija; Jour, George
The tumor microenvironment (TME) plays critical roles in tumor growth and progression, however key regulators of gene expression in the TME of cutaneous malignant peripheral nerve sheath tumor (C-MPNST) and spindle cell melanoma (SCM) have not been well elucidated. Herein, we investigate the epigenetic regulation of promoters and gene bodies and their effect on the TME composition of C-MPNSTs and SCMs. A cohort of 30 patients was analyzed using differential gene expression (DGE) and gene set enrichment analysis (GSEA) using the Nanostring platform. Methylation analysis was carried out utilizing an Infinium Methylation EPIC array targeting 866,562 methylation site (CpG) islands. DGE revealed overexpression of genes related to mast cells in the TME of SCMs, and a predominance of exhausted CD8+ T cells and macrophages in the TME of C-MPNSTs. Interestingly, we further observed promoter hypermethylation in key overexpressed genes and corresponding gene body hypomethylation. Analysis using ENCODE ChIP-sequencing data identified CTCF as the common transcription factor at the site of the hypomethylated probe. These findings support that the TME composition of C-MPNSTs and SCMs is at least partially independent on promoter methylation status, suggesting a possible relationship between gene body enhancers and expression of key TME genes in both entities.
PMCID:7398924
PMID: 32747660
ISSN: 2045-2322
CID: 4553792
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
Diagnosis of Mycobacterium abscessus/chelonae complex cutaneous infection: Correlation of tissue culture and skin biopsy
Sardiña, Luis A; Kaw, Urvashi; Jour, George; Knabel, Daniel; Dyck, Rayna M; Procop, Gary W; Bergfeld, Wilma F; Harrington, Susan; Demkowicz, Ryan; Piliang, Melissa P
Mycobacterium abscessus and M. chelonae belong to the rapid-growing nontuberculous mycobacteria (NTM) group, which are defined by their ability to form visible colonies on agar within 7 days of subculture. Cutaneous infections by this complex show a heterogeneous clinical presentation with varied histopathologic findings. However, the presence of vacuoles in many specimens has been reported as a specific histologic finding. Herein, we correlate the histopathology of patients with tissue-culture positive M. abscessus/M. chelonae complex in order to identify features that may prompt a rapid categorization of the infectious etiology. The cohort includes 33 skin punch biopsy specimens from 28 patients who had associated positive tissue cultures. The most frequent clinical presentation was a single or multiple nodule. Twenty-seven specimens (81.81%) were found to have vacuoles. The observation of certain histologic features (ie, polymorphonuclear microabscesses and epithelioid granuloma formation) should raise the possibility of infection by NTM. In addition to these findings, we believe the presence of vacuoles in the dermal and subcutaneous inflammation should raise suspicion for NTM.
PMID: 31804711
ISSN: 1600-0560
CID: 4241632
Tumor microenvironment characteristics in early and advanced tert promoter hotspot mutant melanomas [Meeting Abstract]
Hindi, I; Donnelly, D; Kelly, S; Berman, R; de, Miera E V -S; Pavlick, A; Osman, I; Jour, G
Background: TERT promoter mutations in various reports have been associated with poor patient survival in early stage melanomas emphasizing it as a separate subset of melanoma. Thus far, no studies investigated whether the immune composition of the tumor microenvironment (TME) in TERT (HS) mutant melanomas differs from TERT WT melanomas. Furthermore, the mechanism underlying the worse outcome in early stage TPHS melanomas remains unclear. Herein, we aim to characterize the tumor microenvironment (TME) of TERT promoter hotspot (TPHS) mutant melanomas & compare them to TERT WT melanomas in a cohort of early and advanced stage melanomas. We also aim to elucidate the clinical significance of the TME composition.
Design(s): We analyzed tissue from a cohort of 93 melanoma patients. DNA and RNA were extracted from primary and metastatic tumor tissue, resected prior to treatment with immune checkpoint inhibitors. The extracted DNA was genotyped using a customized next generation sequencing high throughput panel that targets 580 cancer-related genes to determine TPHS mutation status. Gene expression analysis was performed on the RNA from 52 patients using a customized 770-gene expression panel combining markers 48 biologically significant signatures with the N-counter system. Differential gene expression (DGE) and Gene set enrichment analysis (GSEA) were performed using R package [(p<0.01; FDR<0.01; FDR<0.30 for GSEA] using TERT WT as a reference.
Result(s): Table 1 illustrates the clinicopathological characteristics of the cohort. TPHS mutant melanoma was associated with downregulation of melanoma-associated antigens (MAGES) and endothelial cells/angiogenesis signature (p<0.01). Notably, MAGEA4, MAGEA1, CTAG1B, PALMD & KDR were among the most downregulated genes in the (lg2fc= -3.2; -2.2; -2.66, -1.23; - 0.66, respectively). GSEA showed a significant enrichment for NOD-like receptor (NLR) signaling pathway including NFKB1, TNF & NLR3P in TPHS mutant melanoma (Figure 1). Within TPHS mutant melanoma, high endothelial cells/angiogenesis signature (score >3.85/median) was more prevalent in stage (I/II) melanomas (p=0.025). No significant association between TERT mutational status, outcome nor histologic subtype were noted. (Table presented)
Conclusion(s): Our findings show that TPHS mutant melanoma and TERT WT have distinct TME composition. The higher endothelial/angiogenesis signature seen in early stage TPHS mutant melanoma compared to stage III/IV TPHS mutant melanomas could contribute to the poor outcome reported in the former group
EMBASE:631879085
ISSN: 1530-0285
CID: 4470602
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
The distinct genomic landscapes of hepatitis c and alcohol related hepatocarcinogenesis sequences [Meeting Abstract]
Vargas, A; Paulsen, J; Vasudevaraja, V; Kelly, S; Snuderl, M; Jour, G; Theise, N
Background: As hepatocellular carcinoma (HCC) develops from premalignant lesions (low and high grade dysplastic nodules; LGDN and HGDN), there is a corresponding accumulation of molecular alterations, some of which have been well described. However, the molecular features of lesions comprising the hepatocellular dysplasia-carcinoma sequence as they relate to different etiologies have not yet been explored. Herein, we characterize the molecular landscape of such lesions in cirrhotic explants with alcohol-related liver disease (ALD) and chronic hepatitis C (CHC).
Design(s): Tissue was assessed from 27 liver explants (14 CHC, 13 ALD) including 10 LGDNs (5 CHC, 5 ALD), 8 HGDNs (3 CHC, 5 ALD), 10 HCCs arising from HGDNs (5 CHC, 5 ALD), and 10 small HCCs defined as HCC < 2 cm (5 CHC, 5 ALD), as well as non-lesional cirrhotic parenchyma and matched normal non-liver tissue (e.g. porta hepatis structures). DNA was extracted from FFPE tissue for next generation sequencing (NGS) using a customized NGS580 panel targeting all exonic and select intronic areas in 580 cancer related genes. Data was analyzed using customized bioinformatics pipelines with an R package.
Result(s): TERT promoter HS C228T mutations were identified in 6 of 10 (60%) CHC related HCCs and only 1 of 9 (11%) alcohol related HCC (Figure 1). There was a significant association between TERT promoter HS C228T mutations and CHC related HCCs (p<0.02). In contrast, ALD related lesions showed deleterious events affecting tumor suppressor genes (NF1, BRCA1; CDKN2C) and histone methylation/chromatin remodeling genes (KMT2A; KMT2C; ASXL1; RAD21), which were found in 6 of 13 ALD related lesions (46.2% [3 of 5 small HCCs, 2 of 4 HGDNs, and 1 of 4 HCCs arising in HGDNs]). These events only occurred in 3 of 14 (21.4%) CHC related lesions (Figures 1 and 2). Within the CHC group, 1 HCC arising in HGDN showed copy number gains (CNG) in MARK4, ERCC2, FGFR4 and FLT4 and two HGDNs showed CNGs in NOTCH1 and TERT, respectively. No differences in the tumor mutational burden (TMB) were noted between CHC related and ALD related lesions, nor across the DN-HCC sequence. Non-lesional liver and LGDNs did not show recurrent mutations pertaining to a specific pathway. (Figure presented)
Conclusion(s): Our findings suggest that the pathways of hepatocarcinogenesis are distinct in ALD and CHC. While upregulation of telomerase activity (TA) and cancer cell immortalization play a pivotal role in CHC related HCC, defective chromatin remodeling appears to contribute to tumorigenesis in ALD related HCC
EMBASE:631879799
ISSN: 1530-0285
CID: 4471232
Gene expression of the tumor micro environment in acral lentiginous melanoma [Meeting Abstract]
Zaleski, M; Jour, G; Milton, D; Diab, A; Hwu, W -J; Prieto, V; Torres-Cabala, C; Aung, P
Background: Immunotherapies (IT) targeting the tumor micro environment (TME) have shown revolutionary results as a treatment (TX) for advanced melanoma. Yet, dramatic responses to IT in melanoma patients is seen in only a small subset of cases highlighting the complexity of the TME. Several subtypes of melanoma exist and knowledge of the TME in rare subtypes is scarce. Primary acral lentiginous melanoma (PALM) arises from the acral skin, is aggressive, rare, and genetically distinct from primary cutaneous melanoma (PCM). The TME composition in ALM has not been well established. Herein, we aim to investigate the composition of the TME in PALM and seek to identify potential signatures that might lead to the development of new therapeutic targets and predictive biomarkers.
Design(s): Our cohort includes 35 tumors (18-PALM, 9-PCM, 8-NALM). Tumoral RNA was investigated via gene expression analysis, carried out with a customized 770-gene expression panel combining markers for 24 different immune cell types and 30 common cancer antigens, including key checkpoint blockade genes analyzed with the N-counter system. Differential gene expression (DGE) pathway analysis were performed using R package (p<0.01; FDR<0.01) through comparisons with PCM and non-lentiginous melanoma arising at acral sites (NALM). Molecular findings were correlated with clinicopathologic features, treatment status, and disease specific and overall survival.
Result(s): PALM and PCM TMEs showed a predominance of cytotoxic TCD8+ compared to NALM (p<0.001;p<0.01, respectively). An additional Mast cell signature was noted in PCM (p<.01). NALM TME showed a scarce TCD8+ signature. Most PALM showed relative abundance of CD8 over exhausted CD8 and Tregs (p<0.01) (Figure1) that significantly associated with stage I/II presentation and epithelioid cytology (p<0.05). PALMs with exhausted CD8 signatures significantly associated with ulceration and PNI (p=0.01). DGE identified significant upregulation of ICAM3, TYK2 and CD164 in PALM cases (P<0.01) which correlated with enrichment in the PI3K/Akt/mTOR, NF-kB, TNF, ERK, adhesion, and chemokine pathways (p <0.01) (Table1/Figure2). (Table presented)
Conclusion(s): PALM TME is distinct from NALM TME, showing a preponderance of TCD8+ cells over T-regs, suggesting a possible predictor for better response to IT. Upregulation of TYK2 represents a potential for combinational regimen with selective TYK2 inhibitors in cases where IT monotherapy fails. Validation of the findings through mechanistic studies is warranted
EMBASE:631878859
ISSN: 1530-0285
CID: 4472552
Factors associated with patient outcomes after diagnosis with invasive melanoma; an 8-year retrospective study of ajcc staging and clinical parameters [Meeting Abstract]
Keiser, E; Ronen, S; Al-Rohil, R; Jour, G; Nagarajan, P; Tetzlaff, M; Curry, J; Ivan, D; Torres-Cabala, C; Prieto, V; Aung, P
Background: When given a diagnosis of invasive melanoma, patients invariably ask their prognosis. Much of what is available to patients is based purely on stage. We seek to examine additional pathologic and clinical factors possibly associated with patient outcomes after diagnosis of invasive melanoma.
Design(s): This study retrospectively examined patients with invasive melanoma derived from a one year period of referrals to a tertiary academic care center for confirmation of pathology and clinical assessment (N=856). We utilized multivariate logistic regression to evaluate possible factors associated with disease progression over an 8-year follow-up period. Proposed factors included age at time of confirmed diagnosis, anatomic site, histologic type, Clark level, Breslow depth, radial and vertical growth phases, mitoses, ulceration, regression, lymphovascular invasion, perineural invasion, microsatellitosis, regression, concurrent nevus, and AJCC stage. Outcomes were defined as clinically or pathologically confirmed regional or distant sites of disease, recurrence or growth of residual disease, and death. Treatment was defined as whether the patient received chemotherapy, radiation, and/or immunotherapy treatment.
Result(s): Of the 856 patients referred with suspected primary invasive melanoma, 811 (95%) patients were confirmed to have primary invasive melanoma (57% male, average age at diagnosis 57 years old). Of these, 708 cases contained complete pathologic and clinical data for assessment. After diagnosis, 222 (27%) patients received treatment, 279 (34%) progressed, and 166 (20%) died within the eightyear period. Factors statistically associated with disease progression included microsatellitosis (OR=20.2, 95% CI 1.9-214) and AJCC stage (OR 1.37, 95% CI 1.1-1.7). Factors associated with death included disease progression (OR 7.5, 95% CI 3.9-14.3), age at confirmed diagnosis (OR 1.05, 95% CI 1.0-1.1), ulceration (OR 2.3, 95% CI 1.2-4.4), and treatment (OR 2.2, 95% CI 1.2-4.1). Of those without disease progression, 49 (6%) patients died within the same timeframe due to other causes. (Table presented)
Conclusion(s): Approximately one third of patients referred to an academic tertiary care center with confirmed primary invasive melanoma progressed, and of these, almost two-thirds passed away within eight years. While recent therapies have improved patient outcomes, much research is still needed to prevent and treat invasive melanoma
EMBASE:631879224
ISSN: 1530-0285
CID: 4472592