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Davila, Jaime I

0000-0002-8163-6267

Mayo Clinic

Department of Mathematics, Statistics and Computer Science, St Olaf College, Northfield, Minnesota, USA.

Citations 24

Transcriptomic and immunophenotypic characterization of two cases of adamantinoma‐like Ewing sarcoma of the thyroid gland
Chatzopoulos, Kyriakos , Davila, Jaime , Fadra, Numrah, Jackson, Rory A. , Minn, Kay, Oliveira, André M. , Erickson, Lori A. , Halling, Kevin C. , Rumilla, Kandelaria M., Rivera, Michael , Minn, Kay T, Sotiriou, Sotiris, Erickson, Lori A , Davila, Jaime I , Sotiriou, Sotiris

Histopathology | May 17, 2023 | Volume: 83 | Issue: 3 | Pages: 426-434

10.1111/his.14961 Get It

IntroductionAdamantinoma‐like Ewing sarcoma (ALES) is a rare aggressive malignancy occasionally diagnosed in the thyroid gland. ALES shows basaloid cytomorphology, expresses keratins, p63, p40, frequently CD99, and harbours the t(11;22) EWSR1::FLI1 translocation. There is debate on whether ALES resembles more sarcoma or carcinoma.MethodsWe performed RNA sequencing from two ALES cases and compared findings with skeletal Ewing's sarcomas and nonneoplastic thyroid tissue. ALES was investigated by in situ hybridization (ISH) for high‐risk human papillomavirus (HPV) DNA and immunohistochemistry for the following antigens: keratin 7, keratin 20, keratin 5, keratins (AE1/AE3 and CAM5.2), CD45, CD20, CD5, CD99, chromogranin, synaptophysin, calcitonin, thyroglobulin, PAX8, TTF1, S100, p40, p63, p16, NUT, desmin, ER, FLI1, INI1, and myogenin.ResultsAn uncommon EWSR1::FLI transcript with retained EWSR1 exon 8 was detected in both ALES cases. Regulators of EWSR1::FLI1 splicing (HNRNPH1, SUPT6H, SF3B1) necessary for production of a functional fusion oncoprotein, as well as 53 genes (including TNNT1, NKX2.2) activated downstream to the EWSR1::FLI1 cascade, were overexpressed. Eighty‐six genes were uniquely overexpressed in ALES, most of which were related to squamous differentiation. Immunohistochemically, ALES strongly expressed keratins 5, AE1/AE3 and CAM5.2, p63, p40, p16, and focally CD99. INI1 was retained. The remaining immunostains and HPV DNA ISH were negative.ConclusionComparative transcriptomic profiling reveals overlapping features of ALES with skeletal Ewing's sarcoma and an epithelial carcinoma, as evidenced by immunohistochemical expression of keratin 5, p63, p40, CD99, the transcriptome profile, and detection of EWSR1::FLI1 fusion transcript by RNA sequencing.
Excerno: Using Mutational Signatures in Sequencing Data to Filter False Variants Caused by Clinical Archival
Mitchell, Audrey, Ruiz, Marco, Yang, Soua, Davila, Jaime , Davila, Jaime I , Wang, Chen

Journal of Computational Biology | November 2, 2022 | Volume: 30 | Issue: 4 | Pages: 366-375

10.1089/cmb.2022.0394 Get It

The accurate detection of point mutations from pathology slides using sequencing data is of great importance in cancer genomics and precision oncology. Formalin-fixation paraffin-embedding (FFPE) is a widely used technique to preserve pathology tissues. The FFPE process introduces artificial C > T mutations in next-generation sequencing, so we set out to develop excerno , a method to score and filter such spurious variants. FFPE mutational artifacts follow a mutational signature. By using the FFPE signature and Bayes' formula, we can calculate the probability of a mutation resulting from the FFPE process and use this probability to filter FFPE variants. We implement this method as the excerno R package. We tested excerno by simulating mutations across all 60-baseline mutational signatures from the Catalog of Somatic Mutations in Cancer (COSMIC) and combining them with mutations following the FFPE mutational signature. The sensitivity and specificity of excerno are adversely affected by the cosine similarity between the baseline and FFPE signatures ( c o s F F P E ). Higher percentages of FFPE mutations ( p c t F F P E ) result in increased sensitivity and reduced specificity. The specificity and sensitivity of excerno can be predicted as linear model with an interaction term using c o s F F P E and p c t F F P E , with an R 2 o f 0 . 8 4 and 0.79, respectively. Finally, we tested excerno using six RNA sequencing cancer samples and observed concordant trends of specificity and sensitivity with respect to our simulated data. The excerno R package can be used to annotate and filter FFPE-induced mutations in cancer genomics. Our method is adversely affected by c o s F F P E and p c t F F P E .
Transcriptomic Analysis of Cirrhosis-Like Hepatocellular Carcinoma Reveals Distinct Molecular Characteristics and Pathologic Staging Implications
Treeck, Benjamin J. Van , Moreira, Roger K. , Mounajjed, Taofic, Ferrell, Linda D., Xue, Yue , Jessen, Erik , Davila, Jaime , Davila, Jaime I , Graham, Rondell P.

American Journal of Clinical Pathology | September 6, 2022 | Volume: 158 | Issue: 6 | Pages: 750-758

10.1093/ajcp/aqac125 Get It

Abstract Objectives Cirrhosis-like hepatocellular carcinoma (CL-HCC) is a rare hepatocellular malignancy characterized by multiple tumor nodules that clinically, radiologically, macroscopically, and microscopically mimic cirrhosis. We aimed to elucidate the molecular biology of CL-HCC and determine tumor nodule clonality. Methods We performed RNA sequencing on formalin-fixed, paraffin-embedded tissue from confirmed CL-HCC cases (n = 6), along with corresponding nonneoplastic hepatic tissue (n = 4) when available. Transcriptomes from our previous work on steatohepatitic hepatocellular carcinoma and The Cancer Genome Atlas (TCGA) were used for comparison purposes. Results Histologically, CL-HCC displayed innumerable nodules and extensive vascular invasion. Intratumoral nodule comparison indicated that the multiple nodules were all clonally related, not independent primaries. The unique histomorphologic appearance corresponded with a distinct transcriptome compared with other HCCs, including fibrolamellar HCC (n = 6), steatohepatitic HCC (n = 8), and conventional HCC in TCGA (n = 424). Tumor-normal gene expression analysis revealed consistent overexpression of several genes involved in degradation of tissue matrix. No recurrent translocations or point mutations were identified. CL-HCC showed a gene expression profile indicative of zone 2 hepatocytes. Conclusions CL-HCC’s distinctive clinicopathologic features correspond to a unique gene expression profile, increased expression of invasive markers, features of zone 2 hepatocytes, and features suggestive of intratumoral nodule monoclonality.
Stage-Specific Non-Coding RNA Expression Patterns during In Vitro Human B Cell Differentiation into Antibody Secreting Plasma Cells
Tschumper, Renee C. , Hoelzinger, Dominique B. , Walters, Denise K., Davila, Jaime , Osborne, Collin A., Jelinek, Diane F., Osborne, Collin , Davila, Jaime I, Davila, Jaime I

Non-Coding RNA | February 6, 2022 | Volume: 8 | Issue: 1 | Pages: 15

10.3390/ncrna8010015 Get It

The differentiation of B cells into antibody secreting plasma cells (PCs) is governed by a strict regulatory network that results in expression of specific transcriptomes along the activation continuum. In vitro models yielding significant numbers of PCs phenotypically identical to the in vivo state enable investigation of pathways, metabolomes, and non-coding (ncRNAs) not previously identified. The objective of our study was to characterize ncRNA expression during human B cell activation and differentiation. To achieve this, we used an in vitro system and performed RNA-seq on resting and activated B cells and PCs. Characterization of coding gene transcripts, including immunoglobulin (Ig), validated our system and also demonstrated that memory B cells preferentially differentiated into PCs. Importantly, we identified more than 980 ncRNA transcripts that are differentially expressed across the stages of activation and differentiation, some of which are known to target transcription, proliferation, cytoskeletal, autophagy and proteasome pathways. Interestingly, ncRNAs located within Ig loci may be targeting both Ig and non-Ig-related transcripts. ncRNAs associated with B cell malignancies were also identified. Taken together, this system provides a platform to study the role of specific ncRNAs in B cell differentiation and altered expression of those ncRNAs involved in B cell malignancies.
Polymorphous Low-Grade Neuroepithelial Tumor of the Young (PLNTY): Molecular Profiling Confirms Frequent MAPK Pathway Activation
Ida, Cristiane M. , Nair, Asha, Davila, Jaime , Kollmeyer, Thomas M. , Minn, Kay, Fadra, Numrah, Balcom, Jessica R. , Fung, Kar‐Ming , Kim, Dong Kun , Kipp, Benjamin R. , Halling, Kevin C. , Jenkins, Robert B. , Nair, Asha A, Fadra, Numrah M, Giannini, Caterina , Kollmeyer, Thomas , Ida, Cristiane M , Davila, Jaime I , Johnson, Derek R. , Kaufmann, Timothy J. , Giannini, Caterina

Journal of Neuropathology & Experimental Neurology | August 7, 2021 | Volume: 80 | Issue: 9 | Pages: 821-829

10.1093/jnen/nlab075 Get It

Abstract Polymorphous low-grade neuroepithelial tumor of the young (PLNTY) is a recently described epileptogenic tumor characterized by oligodendroglioma-like components, aberrant CD34 expression, and frequent mitogen-activated protein kinase (MAPK) pathway activation. We molecularly profiled 13 cases with diagnostic histopathological features of PLNTY (10 female; median age, 16 years; range, 5–52). Patients frequently presented with seizures (9 of 12 with available history) and temporal lobe tumors (9 of 13). MAPK pathway activating alterations were identified in all 13 cases. Fusions were present in the 7 youngest patients: FGFR2-CTNNA3 (n = 2), FGFR2-KIAA1598 (FGFR2-SHTN1) (n = 1), FGFR2-INA (n = 1), FGFR2-MPRIP (n = 1), QKI-NTRK2 (n = 1), and KIAA1549-BRAF (n = 1). BRAF V600E mutation was present in 6 patients (17 years or older). Two fusion-positive cases additionally harbored TP53/RB1 abnormalities suggesting biallelic inactivation. Copy number changes predominantly involving whole chromosomes were observed in all 10 evaluated cases, with losses of chromosome 10q occurring with FGFR2-KIAA1598 (SHTN1)/CTNNA3 fusions. The KIAA1549-BRAF and QKI-NTRK2 fusions were associated respectively with a 7q34 deletion and 9q21 duplication. This study shows that despite its name, PLNTY also occurs in older adults, who frequently show BRAF V600E mutation. It also expands the spectrum of the MAPK pathway activating alterations associated with PLNTY and demonstrates recurrent chromosomal copy number changes consistent with chromosomal instability.
Malignant Peritoneal Mesothelioma Arising in Young Adults With Long-standing Indwelling Intra-abdominal Shunt Catheters
Mujahed, Tala , Tazelaar, Henry D. , Sukov, William R. , Halling, Kevin C. , Davila, Jaime , Glass, Carolyn , Pavlisko, Elizabeth N. , Strickland, Kyle C. , Roggli, Victor L., Haque, Monira , Mneimneh, Wadad , Carter, Elliot, Garcia‐Kennedy, Richard, Larsen, Brandon T. , Davila, Jaime I, Davila, Jaime I , Tazelaar, Henry D. , Galateau-Sallé, Françoise , Glidden, David V.

American Journal of Surgical Pathology | August 21, 2020 | Volume: 45 | Issue: 2 | Pages: 255-262

10.1097/pas.0000000000001574 Get It

Only 50% to 70% of patients with mesothelioma report asbestos exposure. Other exposures (eg, radiation) play a role in some cases, but some patients have no obvious cause. We describe a series of patients with long-standing indwelling intra-abdominal shunt catheters who developed malignant peritoneal mesothelioma, suggesting a novel association. We identified 7 patients who had shunts and subsequently developed mesothelioma (5 women; median age: 31 y, range: 18 to 45 y). Clinical history and pathology materials were reviewed, and RNA sequencing was performed. Clinical presentations varied; 6 patients had hydrocephalus and a ventriculoperitoneal shunt, and 1 patient had portal hypertension and a portoatrial shunt. The median duration of shunt therapy in 5 cases was 29 years (range: 12 to 35 y); the remaining 2 patients also had shunts for many years, but specific details were unavailable. Two patients had radiotherapy for malignancies in childhood. One had an alleged exposure to asbestos and 1 had prior exposure to talc. The rest had no known risk factors. Histologically, all tumors were purely epithelioid. Treatments included surgical debulking, chemotherapy, and palliative care. All 7 died of disease (median survival: 7 mo, range: 1 to 18 mo). Molecular testing showed loss of NF2 and CDKN2A/B and a BAP1 mutation in 1 case, and no genomic alterations associated with mesothelioma in 2 cases. Peritoneal mesothelioma may represent a complication of long-standing indwelling shunt catheters. The mechanism is unknown, but chronic peritoneal irritation may play a role. Albeit rare, mesothelioma should be considered in patients with a shunt who present with new ascites.
Molecular Genetic Landscape of Sclerosing Pneumocytomas
Lee, Hee Eun , Fritcher, Emily G. Barr , Voss, Jesse S. , Jessen, Erik , Davila, Jaime , Kipp, Benjamin R. , Graham, Rondell P. , Maleszewski, Joseph J. , Yi, Eunhee , Boland, Jennifer M. , Barr Fritcher, Emily G, Davila, Jaime I, Graham, Rondell P , Barr Fritcher, Emily G , Davila, Jaime I

American Journal of Clinical Pathology | July 15, 2020 | Volume: 155 | Issue: 3 | Pages: 397-404

10.1093/ajcp/aqaa136 Get It

Abstract Objectives Sclerosing pneumocytomas are rare pulmonary neoplasms that are typically benign. However, rare patients experience progressive disease, and therapy targeting specific genetic underpinnings could be an attractive therapeutic option. Recent studies have found recurrent AKT 1 mutations in sclerosing pneumocytoma, but little is known about whether oncogenic fusion genes may also be present. Methods To better understand the genetic background, 10 sclerosing pneumocytomas were subjected to next-generation sequencing cancer mutation panel testing (n = 9) and/or RNA sequencing (n = 3). The patients were all women (average age, 47 years; range, 17-74 years). Results Eight patients had solitary sclerosing pneumocytomas, while one had two tumors, and one had many bilateral tumors. Recurrent mutations were noted in genes involved in the mTOR pathway, including AKT1, PIK3R1, and PTEN. AKT1 alterations were particularly common, present in 78%. No recurrent genetic fusions were identified. The patient in our study with multiple bilateral lesions was treated with the mammalian target of rapamycin (mTOR) inhibitor everolimus, with no objective radiographic evidence of treatment response after 4 months. Conclusions Our data further support that abnormal activation of the mTOR pathway is a consistent genetic event in sclerosing pneumocytoma. This warrants further exploration to determine if mTOR pathway inhibitors may be effective in patients with metastatic or recurrent disease.
Molecular and Immunohistochemical Analysis of Mucinous Cystic Neoplasm of the Liver
Treeck, Benjamin J. Van , Lotfalla, Mira , Czeczok, Thomas , Mounajjed, Taofic, Moreira, Roger K. , Allende, Daniela , Naini, Bita V. , Westerhoff, Maria , Adsay, Volkan , Kerr, Sarah E. , IIyas, Sumera I, Smoot, Rory L. , Liu, Yuanhang , Davila, Jaime , Graham, Rondell P. , Van Treeck, Benjamin J, Czeczok, Thomas W, I Ilyas, Sumera, Smoot, Rory L , Graham, Rondell P , Davila, Jaime I , Adsay, N Volkan , Reid, Michelle D.

American Journal of Clinical Pathology | June 19, 2020 | Volume: 154 | Issue: 6 | Pages: 837-847

10.1093/ajcp/aqaa115 Get It

Abstract Objectives Mucinous cystic neoplasm of the liver is characterized by neoplastic mucinous and/or biliary epithelium surrounded by ovarian-type stroma. Immunohistochemical studies have shown that the ovarian-type stroma expresses estrogen receptor, suggesting potential hormonal responsiveness. The molecular biology of mucinous cystic neoplasm of the liver remains poorly studied. Methods Transcriptome sequencing and immunohistochemistry were performed on a series of mucinous cystic neoplasms. Results Mucinous cystic neoplasm of the liver exhibited significantly increased RNA expression of ovarian stromal markers WT1, PR, and ER2 and sex cord stromal markers SF-1, inhibin-α, and calretinin compared with nonneoplastic liver. Immunohistochemistry confirmed the RNA-level data. Evidence for sex hormone biosynthesis was identified by significant overexpression of multiple estrogen biosynthetic enzymes. Expression of 17β-hydroxysteroid dehydrogenase 1 was confirmed immunohistochemically. Pathway analysis also identified significant upregulation of the hedgehog and Wnt pathways and significant downregulation of T-helper 1 and T-helper 2 pathways. Conclusions Mucinous cystic neoplasm of the liver recapitulates ovarian stroma at the morphologic, DNA, RNA, and protein levels. These data support the concept that this tumor likely arises from ectopic primitive gonadal tissue and/or stromal cells with capacity to transdifferentiate to ovarian cortical cells.
Transcriptomic and Proteomic Analysis of Steatohepatitic Hepatocellular Carcinoma Reveals Novel Distinct Biologic Features
Treeck, Benjamin J. Van , Mounajjed, Taofic, Moreira, Roger K. , Orujov, Mushfig , Allende, Daniela , Bellizzi, Andrew M. , Lagana, Stephen M. , Davila, Jaime , Jessen, Erik , Graham, Rondell P. , Van Treeck, Benjamin J, Davila, Jaime I, Graham, Rondell P , Bellizzi, Andrew M , Davila, Jaime I

American Journal of Clinical Pathology | June 19, 2020 | Volume: 155 | Issue: 1 | Pages: 87-96

10.1093/ajcp/aqaa114 Get It

AbstractObjectivesSteatohepatitic hepatocellular carcinoma is a distinct variant of hepatocellular carcinoma strongly associated with underlying nonalcoholic steatohepatitis. The molecular biology of steatohepatitic hepatocellular carcinoma is not fully elucidated, and thus we aimed to investigate the molecular underpinnings of this entity.MethodsTranscriptomic analysis using RNAseq was performed on eight tumor-nonneoplastic pairs of steatohepatitic hepatocellular carcinoma with comparison to conventional hepatocellular carcinoma transcriptomes curated in The Cancer Genome Atlas. Immunohistochemistry was used to validate key RNA-level findings.ResultsSteatohepatitic hepatocellular carcinoma demonstrated a distinctive differential gene expression profile compared with The Cancer Genome Atlas curated conventional hepatocellular carcinomas (n = 360 cases), indicating the distinctive steatohepatitic hepatocellular carcinoma morphology is associated with a unique gene expression profile. Pathway analysis comparing tumor-nonneoplastic pairs revealed significant upregulation of the hedgehog pathway based on GLI1 overexpression and significant downregulation of carnitine palmitoyltransferase 2 transcript. Glutamine synthetase transcript was significantly upregulated, and fatty acid binding protein 1 transcript was significantly downregulated and immunohistochemically confirmed, indicating steatohepatitic hepatocellular carcinoma tumor cells display a zone 3 phenotype.ConclusionsSteatohepatitic hepatocellular carcinoma demonstrates a distinctive morphology and gene expression profile, phenotype of zone 3 hepatocytes, and activation of the hedgehog pathway and repression of carnitine palmitoyltransferase 2, which may be important in tumorigenesis.
Desmoplastic Infantile Ganglioglioma: A MAPK Pathway-Driven and Microglia/Macrophage-Rich Neuroepithelial Tumor
Blessing, Melissa M. , Blackburn, Patrick R. , Krishnan, Chandra , Harrod, Virginia L., Zysk, Christopher, Jackson, Rory A. , Milosevic, Dragana , Nair, Asha, Davila, Jaime , Balcom, Jessica R. , Jenkins, Robert B. , Halling, Kevin C. , Kipp, Benjamin R. , Rao, Amulya A. Nageswara , Laack, Nadia N., Macon, William R. , Barr Fritcher, Emily G, Zysk, Christopher D, Nair, Asha A, Davila, Jaime I, Davila, Jaime I , Fritcher, Emily G. Barr , Daniels, David J. , Ida, Cristiane M.

Journal of Neuropathology & Experimental Neurology | September 28, 2019 | Volume: 78 | Issue: 11 | Pages: 1011-1021

10.1093/jnen/nlz086 Get It

AbstractMAPK pathway activation has been recurrently observed in desmoplastic infantile ganglioglioma/astrocytoma (DIG/DIA) with reported disproportionally low mutation allele frequencies relative to the apparent high tumor content, suggesting that MAPK pathway alterations may be subclonal. We sought to expand the number of molecularly profiled cases and investigate if tumor cell composition could account for the observed low mutation allele frequencies. Molecular (targeted neuro-oncology next-generation sequencing/RNA sequencing and OncoScan microarray) and immunohistochemical (CD68-PGM1/CD163/CD14/CD11c/lysozyme/CD3/CD20/CD34/PD-L1) studies were performed in 7 DIG. Activating MAPK pathway alterations were identified in 4 (57%) cases: 3 had a BRAF mutation (V600E/V600D/V600_W604delinsDQTDG, at 8%–27% variant allele frequency) and 1 showed a TPM3-NTRK1 fusion. Copy number changes were infrequent and nonrecurrent. All tumors had at least 30% of cells morphologically and immunophenotypically consistent with microglial/macrophage lineage. Two subtotally resected tumors regrew; 1 was re-excised and received adjuvant treatment (chemotherapy/targeted therapy), with clinical response to targeted therapy only. Even with residual tumor, all patients are alive (median follow-up, 83 months; 19–139). This study further supports DIG as another MAPK pathway-driven neuroepithelial tumor, thus expanding potential treatment options for tumors not amenable to surgical cure, and suggests that DIG is a microglia/macrophage-rich neuroepithelial tumor with frequent low driver mutation allele frequencies.