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1.
Clin Chem ; 70(1): 68-80, 2024 01 04.
Article in English | MEDLINE | ID: mdl-38175590

ABSTRACT

BACKGROUND: Identification and characterization of circulating tumor markers, designated as "liquid biopsies," have greatly impacted the care of cancer patients. Although more recently referring to circulating tumor DNA (ctDNA), the term liquid biopsy initially was coined to refer to any blood-borne biomarker related to malignancy, including circulating tumor cells (CTCs) in blood. In this manuscript, we review the specific state of the art of CTCs in breast cancer. CONTENT: Liquid biopsies might play a clinical role across the entire spectrum of breast cancer, from risk assessment, prevention, screening, and treatment. CTC counts have been shown to carry clear, independent prognostic information in the latter situation. However, the clinical utility of CTCs in breast cancer remains to be determined. Nonetheless, in addition to CTC enumeration, analyses of CTCs provide tumor molecular information representing the entire, often-heterogeneous disease, relatively noninvasively and longitudinally. Technological advances have allowed the interrogation of CTC-derived information, providing renewed hope for a clinical role in disease monitoring and precision oncology. SUMMARY: This narrative review examines CTCs, their clinical validity, and current prospects of clinical utility in breast cancer with the goal of improving patient outcomes.


Subject(s)
Breast Neoplasms , Neoplastic Cells, Circulating , Humans , Female , Breast Neoplasms/diagnosis , Precision Medicine , Liquid Biopsy , Biomarkers, Tumor
2.
Int J Mol Sci ; 22(18)2021 Sep 16.
Article in English | MEDLINE | ID: mdl-34576156

ABSTRACT

Primary Central Nervous System Lymphoma (PCNSL) is a lymphoid malignancy of the brain that occurs in ~1500 patients per year in the US. PCNSL can spread to the vitreous and retina, where it is known as vitreoretinal lymphoma (VRL). While confirmatory testing for diagnosis is dependent on invasive brain tissue or cerebrospinal fluid sampling, the ability to access the vitreous as a proximal biofluid for liquid biopsy to diagnose PCNSL is an attractive prospect given ease of access and minimization of risks and complications from other biopsy strategies. However, the extent to which VRL, previously considered genetically identical to PCNSL, resembles PCNSL in the same individual with respect to genetic alterations, diagnostic strategies, and precision-medicine based approaches has hitherto not been explored. Furthermore, the degree of intra-patient tumor genomic heterogeneity between the brain and vitreous sites has not been studied. In this work, we report on targeted DNA next-generation sequencing (NGS) of matched brain and vitreous samples in two patients who each harbored VRL and PCSNL. Our strategy showed enhanced sensitivity for molecular diagnosis confirmation over current clinically used vitreous liquid biopsy methods. We observed a clonal relationship between the eye and brain samples in both patients, which carried clonal CDKN2A deep deletions, a highly recurrent alteration in VRL patients, as well as MYD88 p.L265P activating mutation in one patient. Several subclonal alterations, however, in the genes SETD2, BRCA2, TERT, and broad chromosomal regions showed heterogeneity between the brain and the eyes, between the two eyes, and among different regions of the PCNSL brain lesion. Taken together, our data show that NGS of vitreous liquid biopsies in PCNSL patients with VRL highlights shared and distinct genetic alterations that suggest a common origin for these lymphomas, but with additional site-specific alterations. Liquid biopsy of VRL accurately replicates the findings for PCNSL truncal (tumor-initiating) genomic alterations; it can also nominate precision medicine interventions and shows intra-patient heterogeneity in subclonal alterations. To the best of our knowledge, this study represents the first interrogation of genetic underpinnings of PCNSL with matched VRL samples. Our findings support continued investigation into the utility of vitreous liquid biopsy in precision diagnosis and treatment of PCNSL/VRL.


Subject(s)
Central Nervous System Neoplasms/metabolism , Retinal Neoplasms/metabolism , Central Nervous System Neoplasms/drug therapy , Eye Neoplasms/metabolism , High-Throughput Nucleotide Sequencing , Humans , Liquid Biopsy , Lymphoma, Non-Hodgkin/metabolism , Male , Methotrexate/therapeutic use , Middle Aged , Retinal Neoplasms/drug therapy , Rituximab/therapeutic use , Vitreous Body/drug effects , Vitreous Body/metabolism
3.
Int J Mol Sci ; 22(11)2021 Jun 05.
Article in English | MEDLINE | ID: mdl-34198843

ABSTRACT

Vitreoretinal lymphoma (VRL) is an uncommon eye malignancy, and VRLs of T cell origin are rare. They are difficult to treat, and their molecular underpinnings, including actionable genomic alterations, remain to be elucidated. At present, vitreous fluid liquid biopsies represent a valuable VRL sample for molecular analysis to study VRLs. In this study, we report the molecular diagnostic workup of a rare case of bilateral T cell VRL and characterize its genomic landscape, including identification of potentially targetable alterations. Using next-generation sequencing of vitreous-derived DNA with a pan-cancer 126-gene panel, we found a copy number gain of BRAF and copy number loss of tumor suppressor DNMT3A. To the best of our knowledge, this represents the first exploration of the T cell VRL cancer genome and supports vitreous liquid biopsy as a suitable approach for precision oncology treatments.


Subject(s)
DNA (Cytosine-5-)-Methyltransferases/genetics , Lymphoma, T-Cell/genetics , Proto-Oncogene Proteins B-raf/genetics , Retinal Neoplasms/genetics , Biomarkers, Tumor/genetics , DNA Copy Number Variations/genetics , DNA Methyltransferase 3A , Gene Expression Regulation, Neoplastic/genetics , High-Throughput Nucleotide Sequencing , Humans , Liquid Biopsy , Lymphoma, T-Cell/pathology , Male , Middle Aged , Neoplasm Proteins/genetics , Retinal Neoplasms/pathology , Vitreous Body/metabolism , Vitreous Body/pathology
4.
Proc Natl Acad Sci U S A ; 112(33): E4591-9, 2015 Aug 18.
Article in English | MEDLINE | ID: mdl-26240369

ABSTRACT

Primary aldosteronism (PA) represents the most common cause of secondary hypertension, but little is known regarding its adrenal cellular origins. Recently, aldosterone-producing cell clusters (APCCs) with high expression of aldosterone synthase (CYP11B2) were found in both normal and PA adrenal tissue. PA-causing aldosterone-producing adenomas (APAs) harbor mutations in genes encoding ion channels/pumps that alter intracellular calcium homeostasis and cause renin-independent aldosterone production through increased CYP11B2 expression. Herein, we hypothesized that APCCs have APA-related aldosterone-stimulating somatic gene mutations. APCCs were studied in 42 normal adrenals from kidney donors. To clarify APCC molecular characteristics, we used microarrays to compare the APCC transcriptome with conventional adrenocortical zones [zona glomerulosa (ZG), zona fasciculata, and zona reticularis]. The APCC transcriptome was most similar to ZG but with an enhanced capacity to produce aldosterone. To determine if APCCs harbored APA-related mutations, we performed targeted next generation sequencing of DNA from 23 APCCs and adjacent normal adrenal tissue isolated from both formalin-fixed, paraffin-embedded, and frozen tissues. Known aldosterone driver mutations were identified in 8 of 23 (35%) APCCs, including mutations in calcium channel, voltage-dependent, L-type, α1D-subunit (CACNA1D; 6 of 23 APCCs) and ATPase, Na(+)/(K+) transporting, α1-polypeptide (ATP1A1; 2 of 23 APCCs), which were not observed in the adjacent normal adrenal tissue. Overall, we show three major findings: (i) APCCs are common in normal adrenals, (ii) APCCs harbor somatic mutations known to cause excess aldosterone production, and (iii) the mutation spectrum of aldosterone-driving mutations is different in APCCs from that seen in APA. These results provide molecular support for APCC as a precursor of PA.


Subject(s)
Adrenal Glands/metabolism , Aldosterone/biosynthesis , Mutation , Adrenal Cortex/metabolism , Cytochrome P-450 CYP11B2/metabolism , DNA/chemistry , Gene Expression Regulation , High-Throughput Nucleotide Sequencing , Homeostasis , Humans , Hyperaldosteronism/etiology , Oligonucleotide Array Sequence Analysis , Principal Component Analysis , Sequence Analysis, DNA , Sequence Analysis, RNA , Transcriptome , Zona Glomerulosa
5.
Histopathology ; 71(1): 42-52, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28165631

ABSTRACT

AIMS: Fumarate hydratase (FH)-deficient renal cell carcinoma (RCC) is a high-grade, aggressive tubulopapillary carcinoma, arising predominantly in the setting of the hereditary leiomyomatosis-RCC syndrome of familial uterocutaneous leiomyomatosis and deficiency of FH. In contrast, succinate dehydrogenase (SDH)-deficient RCC is a lower-grade oncocytic carcinoma with cytoplasmic flocculence/vacuolation and inclusions, arising mostly in individuals harbouring germline mutations of subunit B of the SDH complex (SDHB). Herein we aim to report the clinicopathologic features of a novel form of FH-deficient RCC showing a low grade oncocytic morphology, reminiscent of SDH-deficient RCC. METHODS AND RESULTS: These distinctive, low-grade oncocytic neoplasms, with solid, nested and focally tubular architecture (2-90 mm), arose in four males (aged 11-41 years). Uniform cytology of polygonal cells, with flocculent, vacuolated eosinophilic cytoplasm with scattered inclusions, fine chromatin, and inconspicuous nucleoli, was apparent. Despite these features suggestive of SDH-deficient RCC, each tumour was confirmed as an FH-deficient carcinoma with retained SDHB expression. One case showed a synchronous, anatomically separate, typical high-grade FH-deficient RCC; one other showed such a tumour at nephrectomy 4 years later. No progression has been noted at 3 and 7 years in the cases with only the SDH-like lesions; the two cases with separate, typical FH-deficient RCCs progressed. CONCLUSIONS: In summary, we characterize a novel oncocytic type of FH-deficient RCC with a striking resemblance to SDH-deficient RCC, posing a diagnostic challenge and raising concerns about sampling and multifocality for syndrome-associated cases under surveillance protocols.


Subject(s)
Carcinoma, Renal Cell/pathology , Fumarate Hydratase/deficiency , Kidney Neoplasms/pathology , Adult , Carcinoma, Renal Cell/enzymology , Child , Humans , Kidney Neoplasms/enzymology , Male , Succinate Dehydrogenase
6.
Lab Invest ; 96(1): 4-15, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26568296

ABSTRACT

Colorectal cancer arises in part from the cumulative effects of multiple gene lesions. Recent studies in selected cancer types have revealed significant intra-tumor genetic heterogeneity and highlighted its potential role in disease progression and resistance to therapy. We hypothesized the existence of significant intra-tumor genetic heterogeneity in rectal cancers involving variations in localized somatic mutations and copy number abnormalities. Two or three spatially disparate regions from each of six rectal tumors were dissected and subjected to the next-generation whole-exome DNA sequencing, Oncoscan SNP arrays, and targeted confirmatory sequencing and analysis. The resulting data were integrated to define subclones using SciClone. Mutant-allele tumor heterogeneity (MATH) scores, mutant allele frequency correlation, and mutation percent concordance were calculated, and copy number analysis including measurement of correlation between samples was performed. Somatic mutations profiles in individual cancers were similar to prior studies, with some variants found in previously reported significantly mutated genes and many patient-specific mutations in each tumor. Significant intra-tumor heterogeneity was identified in the spatially disparate regions of individual cancers. All tumors had some heterogeneity but the degree of heterogeneity was quite variable in the samples studied. We found that 67-97% of exonic somatic mutations were shared among all regions of an individual's tumor. The SciClone computational method identified 2-8 shared and unshared subclones in the spatially disparate areas in each tumor. MATH scores ranged from 7 to 41. Allele frequency correlation scores ranged from R(2)=0.69-0.96. Measurements of correlation between samples for copy number changes varied from R(2)=0.74-0.93. All tumors had some heterogeneity, but the degree was highly variable in the samples studied. The occurrence of significant intra-tumor heterogeneity may allow selected tumors to have a genetic reservoir to draw from in their evolutionary response to therapy and other challenges.


Subject(s)
Gene Frequency/genetics , Genetic Heterogeneity , Rectal Neoplasms/genetics , Aged , Computational Biology , Female , Gene Dosage/genetics , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Mutation/genetics , Oligonucleotide Array Sequence Analysis , Polymorphism, Single Nucleotide/genetics , Rectal Neoplasms/chemistry , Rectum/chemistry
7.
Mod Pathol ; 29(7): 685-97, 2016 07.
Article in English | MEDLINE | ID: mdl-27102345

ABSTRACT

Non-Hodgkin lymphoma of the orbit and ocular adnexa is the most common primary orbital malignancy. Treatments for low- (extra-nodal marginal zone and follicular lymphomas) and high-grade (diffuse large B-cell lymphoma) are associated with local and vision-threatening toxicities. High-grade lymphomas relapse frequently and exhibit poor survival rates. Despite advances in genomic profiling and precision medicine, orbital and ocular adnexal lymphomas remain poorly characterized molecularly. We performed targeted next-generation sequencing (NGS) profiling of 38 formalin-fixed, paraffin-embedded orbital and ocular adnexal lymphomas obtained from a single-center using a panel targeting near-term, clinically relevant genes. Potentially actionable mutations and copy number alterations were prioritized based on gain- and loss-of-function analyses, and catalogued, approved, and investigational therapies. Of 36 informative samples, including marginal zone lymphomas (n=20), follicular lymphomas (n=9), and diffuse large B-cell lymphomas (n=7), 53% harbored a prioritized alteration (median=1, range 0-5/sample). MYD88 was the most frequently altered gene in our cohort, with potentially clinically relevant hotspot gain-of-function mutations identified in 71% of diffuse large B-cell lymphomas and 25% of marginal zone lymphomas. Prioritized alterations in epigenetic modulators were common and included gain-of-function EZH2 and loss-of-function ARID1A mutations (14% of diffuse large B-cell lymphomas and 22% of follicular lymphomas contained alterations in each of these two genes). Single prioritized alterations were also identified in the histone methyltransferases KMT2B (follicular lymphoma) and KMT3B (diffuse large B-cell lymphoma). Loss-of-function mutations and copy number alterations in the tumor suppressors TP53 (diffuse large B-cell and follicular lymphoma), CDKN2A (diffuse large B-cell and marginal zone lymphoma), PTEN (diffuse large B-cell lymphoma), ATM (diffuse large B-cell lymphoma), and NF1 (diffuse large B-cell lymphoma), and gain-of-function mutations in the oncogenes HRAS (follicular lymphoma) and NRAS (diffuse large B-cell lymphoma) were also observed. Together, our study demonstrates that NGS can be used to profile routine formalin-fixed, paraffin-embedded orbital and ocular adnexal lymphomas for identification of somatic-driving alterations and nomination of potential therapeutic strategies.


Subject(s)
Biomarkers, Tumor/genetics , Eye Neoplasms/genetics , Gene Expression Profiling , Lymphoma/genetics , Aged , Aged, 80 and over , Cyclin-Dependent Kinase Inhibitor p16 , Cyclin-Dependent Kinase Inhibitor p18/genetics , DNA-Binding Proteins , Enhancer of Zeste Homolog 2 Protein/genetics , Eye Neoplasms/pathology , Female , Genomics , Histone-Lysine N-Methyltransferase/genetics , Humans , Lymphoma/pathology , Male , Middle Aged , Mutation , Nuclear Proteins/genetics , PTEN Phosphohydrolase/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Transcription Factors/genetics
8.
Mod Pathol ; 29(3): 240-8, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26743471

ABSTRACT

Merkel cell carcinoma is a rare but highly aggressive cutaneous neuroendocrine carcinoma. Cytokeratin 20 (CK20) is expressed in ~95% of Merkel cell carcinomas and is useful for distinction from morphologically similar entities including metastatic small-cell lung carcinoma. Lack of CK20 expression may make diagnosis of Merkel cell carcinoma more challenging, and has unknown biological significance. Approximately 80% of CK20-positive Merkel cell carcinomas are associated with the oncogenic Merkel cell polyomavirus. Merkel cell carcinomas lacking Merkel cell polyomavirus display distinct genetic changes from Merkel cell polyomavirus-positive Merkel cell carcinoma, including RB1 inactivating mutations. Unlike CK20-positive Merkel cell carcinoma, the majority of CK20-negative Merkel cell carcinomas are Merkel cell polyomavirus-negative, suggesting CK20-negative Merkel cell carcinomas predominantly arise through virus-independent pathway(s) and may harbor additional genetic differences from conventional Merkel cell carcinoma. Hence, we analyzed 15 CK20-negative Merkel cell carcinoma tumors (10 Merkel cell polyomavirus-negative, four Merkel cell polyomavirus-positive, and one undetermined) using the Ion Ampliseq Comprehensive Cancer Panel, which assesses copy number alterations and mutations in 409 cancer-relevant genes. Twelve tumors displayed prioritized high-level chromosomal gains or losses (average 1.9 per tumor). Non-synonymous high-confidence somatic mutations were detected in 14 tumors (average 11.9 per tumor). Assessing all somatic coding mutations, an ultraviolet-signature mutational profile was present, and more prevalent in Merkel cell polyomavirus-negative tumors. Recurrent deleterious tumor suppressor mutations affected TP53 (9/15, 60%), RB1 (3/15, 20%), and BAP1 (2/15, 13%). Oncogenic activating mutations included PIK3CA (3/15, 20%), AKT1 (1/15, 7%) and EZH2 (1/15, 7%). In conclusion, CK20-negative Merkel cell carcinoma display overlapping genetic changes with CK20-positive Merkel cell carcinoma, including RB1 mutations restricted to Merkel cell polyomavirus-negative tumors. However, some CK20-negative Merkel cell carcinomas harbor mutations not previously described in Merkel cell carcinoma. Hence, CK20-negative Merkel cell carcinomas harbor diverse oncogenic drivers which may represent therapeutic targets in individual tumors.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Merkel Cell/genetics , Mutation , Skin Neoplasms/genetics , Aged , Aged, 80 and over , DNA Mutational Analysis/methods , Female , High-Throughput Nucleotide Sequencing/methods , Humans , Keratin-20/genetics , Male , Middle Aged , Retinoblastoma Binding Proteins/genetics , Tumor Suppressor Protein p53/genetics , Ubiquitin-Protein Ligases/genetics
9.
Cancer J ; 29(4): 220-225, 2023.
Article in English | MEDLINE | ID: mdl-37471612

ABSTRACT

ABSTRACT: The advent of high-throughput technologies has enabled the analysis of minute amounts of tumor-derived material purified from body fluids, termed "liquid biopsies." Prostate cancer (PCa) management, like in many other cancer types, has benefited from liquid biopsies at several stages of the disease. Although initially describing circulating tumor cells in blood, the term "liquid biopsy" has come to more prominently include cell-free, circulating tumor DNA, as well as RNA, proteins, and other molecules. They provide tumor molecular information representing the entire, often-heterogeneous disease, relatively noninvasively and longitudinally. Blood has been the main liquid biopsy specimen in PCa, and urine has also proven beneficial. Technological advances have allowed clinical implementation of some liquid biopsies in PCa, in disease monitoring and precision oncology. This narrative review introduces the main types of blood-based PCa liquid biopsies focusing on advances in the past 5 years. Clinical adoption of liquid biopsies to detect and monitor the evolving PCa tumor biology promises to deepen our understanding of the disease and improve patient outcomes.


Subject(s)
Neoplastic Cells, Circulating , Prostatic Neoplasms , Male , Humans , Precision Medicine , Prostatic Neoplasms/diagnosis , Liquid Biopsy , Biopsy , RNA , Biomarkers, Tumor/genetics , Neoplastic Cells, Circulating/pathology
10.
Eur Urol Oncol ; 5(1): 92-99, 2022 02.
Article in English | MEDLINE | ID: mdl-34840106

ABSTRACT

BACKGROUND: There is an ongoing need to develop prognostic biomarkers to improve the management of clear cell renal cell carcinoma (ccRCC). OBJECTIVE: To leverage enriched pathways in ccRCC to improve risk-stratification. DESIGN, SETTING, AND PARTICIPANTS: We retrospectively identified two complementary discovery cohorts of patients with ccRCC who underwent (1) radical nephrectomy (RNx) with inferior vena cava tumor thrombectomy (patients = 5, samples = 24) and (2) RNx for localized disease and developed recurrence versus no recurrence (n = 36). Patients with localized ccRCC (M0) in The Cancer Genome Atlas (TCGA, n = 386) were used for validation. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: A differential expression gene (DEG) analysis was performed on targeted RNA next-generation sequencing data from both discovery cohorts. Using TCGA for validation, Kaplan-Meier survival analysis and multivariable Cox proportional hazard testing were utilized to investigate the prognostic impact of DEGs, cell cycle proliferation (CCP), and a novel epithelial-mesenchymal transition (EMT) score on progression-free (PFS) and disease-specific (DSS) survival. RESULTS AND LIMITATIONS: In the discovery cohorts, we observed overexpression of WT1 and CCP genes in the tumor thrombus versus the primary tumor, as well as in patients with recurrence versus those without recurrence. A hallmark pathway analysis demonstrated enrichment of the EMT- and CCP-related pathways in patients with high WT1 expression in the TCGA (validation) ccRCC cohort. CCP and EMT scores were derived in the validation cohort, which was stratified into four risk groups using Youden Index cut points: CCPlow/EMTlow, CCPlow/EMThigh, CCPhigh/EMTlow, and CCPhigh/EMThigh. The CCPhigh/EMThigh risk group was associated with the worst PFS and DSS (both p < 0.001). In a multivariable analysis, CCPhigh/EMThigh was independently associated with poor PFS and DSS (hazard ratio = 4.6 and 10.3, respectively; p < 0.001). CONCLUSIONS: We demonstrate the synergistic prognostic impact of EMT in tumors with a high CCP score. Our novel EMT score has the potential to improve risk stratification and provide potential novel therapeutic targets. PATIENT SUMMARY: Genes involved in epithelial-mesenchymal transition provides important prognostic information for patients with clear cell renal cell carcinoma.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/pathology , Epithelial-Mesenchymal Transition/genetics , Female , Humans , Kidney Neoplasms/genetics , Kidney Neoplasms/pathology , Male , Prognosis , Retrospective Studies , Transcriptome
11.
Eur Urol Oncol ; 5(4): 430-439, 2022 08.
Article in English | MEDLINE | ID: mdl-33812851

ABSTRACT

BACKGROUND: Despite biomarker development advances, early detection of aggressive prostate cancer (PCa) remains challenging. We previously developed a clinical-grade urine test (Michigan Prostate Score [MiPS]) for individualized aggressive PCa risk prediction. MiPS combines serum prostate-specific antigen (PSA), the TMPRSS2:ERG (T2:ERG) gene fusion, and PCA3 lncRNA in whole urine after digital rectal examination (DRE). OBJECTIVE: To improve on MiPS with a novel next-generation sequencing (NGS) multibiomarker urine assay for early detection of aggressive PCa. DESIGN, SETTING, AND PARTICIPANTS: Preclinical development and validation of a post-DRE urine RNA NGS assay (Urine Prostate Seq [UPSeq]) assessing 84 PCa transcriptomic biomarkers, including T2:ERG, PCA3, additional PCa fusions/isoforms, mRNAs, lncRNAs, and expressed mutations. Our UPSeq model was trained on 73 patients and validated on a held-out set of 36 patients representing the spectrum of disease (benign to grade group [GG] 5 PCa). OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The area under the receiver operating characteristic curve (AUC) of UPSeq was compared with PSA, MiPS, and other existing models/biomarkers for predicting GG ≥3 PCa. RESULTS AND LIMITATIONS: UPSeq demonstrated high analytical accuracy and concordance with MiPS, and was able to detect expressed germline HOXB13 and somatic SPOP mutations. In an extreme design cohort (n = 109; benign/GG 1 vs GG ≥3 PCa, stratified to exclude GG 2 cancer in order to capture signal difference between extreme ends of disease), UPSeq showed differential expression for T2:ERG.T1E4 (1.2 vs 78.8 median normalized reads, p < 0.00001) and PCA3 (1024 vs 2521, p = 0.02), additional T2:ERG splice isoforms, and other candidate biomarkers. Using machine learning, we developed a 15-transcript model on the training set (n = 73) that outperformed serum PSA and sequencing-derived MiPS in predicting GG ≥3 PCa in the held-out validation set (n = 36; AUC 0.82 vs 0.69 and 0.69, respectively). CONCLUSIONS: These results support the potential utility of our novel urine-based RNA NGS assay to supplement PSA for improved early detection of aggressive PCa. PATIENT SUMMARY: We have developed a new urine-based test for the detection of aggressive prostate cancer, which promises improvement upon current biomarker tests.


Subject(s)
Prostate , Prostatic Neoplasms , Antigens, Neoplasm/genetics , Antigens, Neoplasm/urine , Biomarkers, Tumor , Early Detection of Cancer , High-Throughput Nucleotide Sequencing , Humans , Male , Nuclear Proteins/genetics , Prostate-Specific Antigen , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/genetics , RNA/urine , Repressor Proteins/genetics
12.
Mol Oncol ; 16(10): 1969-1985, 2022 05.
Article in English | MEDLINE | ID: mdl-34866317

ABSTRACT

Nearly all estrogen receptor (ER)-positive (POS) metastatic breast cancers become refractory to endocrine (ET) and other therapies, leading to lethal disease presumably due to evolving genomic alterations. Timely monitoring of the molecular events associated with response/progression by serial tissue biopsies is logistically difficult. Use of liquid biopsies, including circulating tumor cells (CTC) and circulating tumor DNA (ctDNA), might provide highly informative, yet easily obtainable, evidence for better precision oncology care. Although ctDNA profiling has been well investigated, the CTC precision oncology genomic landscape and the advantages it may offer over ctDNA in ER-POS breast cancer remain largely unexplored. Whole-blood (WB) specimens were collected at serial time points from patients with advanced ER-POS/HER2-negative (NEG) advanced breast cancer in a phase I trial of AZD9496, an oral selective ER degrader (SERD) ET. Individual CTC were isolated from WB using tandem CellSearch® /DEPArray™ technologies and genomically profiled by targeted single-cell DNA next-generation sequencing (scNGS). High-quality CTC (n = 123) from 12 patients profiled by scNGS showed 100% concordance with ctDNA detection of driver estrogen receptor α (ESR1) mutations. We developed a novel CTC-based framework for precision medicine actionability reporting (MI-CTCseq) that incorporates novel features, such as clonal predominance and zygosity of targetable alterations, both unambiguously identifiable in CTC compared to ctDNA. Thus, we nominated opportunities for targeted therapies in 73% of patients, directed at alterations in phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha (PIK3CA), fibroblast growth factor receptor 2 (FGFR2), and KIT proto-oncogene, receptor tyrosine kinase (KIT). Intrapatient, inter-CTC genomic heterogeneity was observed, at times between time points, in subclonal alterations. Our analysis suggests that serial monitoring of the CTC genome is feasible and should enable real-time tracking of tumor evolution during progression, permitting more combination precision medicine interventions.


Subject(s)
Breast Neoplasms , Circulating Tumor DNA , Neoplastic Cells, Circulating , Biomarkers, Tumor/genetics , Breast Neoplasms/pathology , Circulating Tumor DNA/genetics , Estrogen Antagonists , Feasibility Studies , Female , Genomics , Humans , Mutation/genetics , Neoplastic Cells, Circulating/pathology , Precision Medicine
13.
Endocr Relat Cancer ; 26(2): 217-225, 2019 02.
Article in English | MEDLINE | ID: mdl-30475217

ABSTRACT

Several somatic mutations specific to aldosterone-producing adenomas (APAs) have been described. A small proportion of adrenocortical carcinomas (ACCs) are associated with hyperaldosteronism, either primary aldosteronism or hyperreninemic hyperaldosteronism. However, it is unknown whether they harbor mutations of the same spectrum as APAs. The objective of this study is to describe the clinical phenotype and molecular genotype of ACCs with hyperaldosteronism, particularly the analysis for common APA-associated genetic changes. Patients were identified by retrospective chart review at a specialized referral center and by positive staining for CYP11B2 of tissue microarrays. Twenty-five patients with ACC and hyperaldosteronism were initially identified by retrospective chart review, and tissue for further analysis was available on 13 tumors. Seven patients were identified by positive staining for CYP11B2 in a tissue microarray, of which two were already identified in the initial chart review. Therefore, a total number of 18 patients with a diagnosis of ACC and features of either primary aldosteronism or hyperreninemic hyperaldosteronism were therefore included in the final study. Mutational status for a select list of oncogenes, tumor suppressor genes and genes known to carry mutations in APAs were analyzed by next-generation sequencing. Review of clinical data suggested autonomous aldosterone production in the majority of cases, while for some cases, hyperreninemic hyperaldosteronism was the more likely mechanism. The mutational landscape of ACCs associated with hyperaldosteronism was not different from ACCs with a different hormonal phenotype. None of the ACCs harbored mutations of known APA-associated genes, suggesting an alternative mechanism conferring aldosterone production.


Subject(s)
Adrenocortical Carcinoma/blood , High-Throughput Nucleotide Sequencing/methods , Hyperaldosteronism/etiology , Adult , Aged , Female , Humans , Male , Middle Aged , Mutation , Retrospective Studies , Young Adult
14.
Cancer Res ; 78(4): 1110-1122, 2018 02 15.
Article in English | MEDLINE | ID: mdl-29233927

ABSTRACT

Addressing drug resistance is a core challenge in cancer research, but the degree of heterogeneity in resistance mechanisms in cancer is unclear. In this study, we conducted next-generation sequencing (NGS) of circulating tumor cells (CTC) from patients with advanced cancer to assess mechanisms of resistance to targeted therapy and reveal opportunities for precision medicine. Comparison of the genomic landscapes of CTCs and tissue metastases is complicated by challenges in comprehensive CTC genomic profiling and paired tissue acquisition, particularly in patients who progress after targeted therapy. Thus, we assessed by NGS somatic mutations and copy number alterations (CNA) in archived CTCs isolated from patients with metastatic breast cancer who were enrolled in concurrent clinical trials that collected and analyzed CTCs and metastatic tissues. In 76 individual and pooled informative CTCs from 12 patients, we observed 85% concordance in at least one or more prioritized somatic mutations and CNA between paired CTCs and tissue metastases. Potentially actionable genomic alterations were identified in tissue but not CTCs, and vice versa. CTC profiling identified diverse intra- and interpatient molecular mechanisms of endocrine therapy resistance, including loss of heterozygosity in individual CTCs. For example, in one patient, we observed CTCs that were either wild type for ESR1 (n = 5/32), harbored the known activating ESR1 p.Y537S mutation (n = 26/32), or harbored a novel ESR1 p.A569S (n = 1/32). ESR1 p.A569S was modestly activating in vitro, consistent with its presence as a minority circulating subclone. Our results demonstrate the feasibility and potential clinical utility of comprehensive profiling of archived fixed CTCs. Tissue and CTC genomic assessment are complementary, and precise combination therapies will likely be required for effective targeting in advanced breast cancer patients.Significance: These findings demonstrate the complementary nature of genomic profiling from paired tissue metastasis and circulating tumor cells from patients with metastatic breast cancer. Cancer Res; 78(4); 1110-22. ©2017 AACR.


Subject(s)
Breast Neoplasms/genetics , DNA Copy Number Variations/genetics , Neoplastic Cells, Circulating/metabolism , Breast Neoplasms/pathology , Female , Humans , Mutation , Neoplastic Cells, Circulating/pathology
15.
Oncotarget ; 8(5): 7989-7998, 2017 Jan 31.
Article in English | MEDLINE | ID: mdl-28002793

ABSTRACT

BACKGROUND: Vitreoretinal lymphoma (VRL), the most common lymphoma of the eye, is a rare form of primary CNS lymphoma (PCNSL). Most frequently a high-grade diffuse large B cell lymphoma, VRL can cause vision loss and its prognosis remains dismal: the overall survival time is 3 years after diagnosis. Radiotherapy and chemotherapy are used but remain frequently ineffective, and no standardized treatment regimen exists. Furthermore, no biologically targeted treatments, based on the genetic profile of the tumor, are available, as VRL has hitherto not comprehensively been profiled. To address these unmet needs, we hypothesized that a next generation sequencing (NGS)-based, National Cancer Institute (NCI) MATCH Trial-modified panel would be able to identify actionable genomic alterations from small-volume, intraocular liquid biopsies. METHODS AND FINDINGS: In this retrospective study, we collected diluted vitreous biopsies from 4 patients with a high suspicion for VRL. Following cytological confirmation of lymphoma (all were diffuse large B cell lymphomas), we subjected genomic DNA from the biopsies to NGS, using a panel containing 126 genes (3,435 amplicons across several hotspots per gene), which was modified from that of the NCI MATCH Trial, a new trial that has matched patients with cancers that have not responded (or never responded), to investigational therapeutics based on their prioritized mutation profile rather than site of tumor origin. Using a validated bioinformatics pipeline, we assessed for the presence of actionable mutations and copy number alterations. In all four small-volume, intraocular liquid biopsies, we obtained sufficient genomic DNA for analysis, even in diluted samples in which the undiluted vitreous was used for cytology and flow cytometry. Using NGS, we found targetable heterozygous gain-of-function mutations in the MYD88 oncogene, and confirmed in our cohort the presence the L265 mutations, previously described using PCR-based assays. For the first time in VRL, we also identified the MYD88 S243N mutation. We also identified two-copy copy number losses in the tumor suppressor CDKN2A in all four cases, and one copy loss of the tumor suppressor PTEN in one sample. In one case, in which vitreous biopsies were originally read as cytologically negative, but which was confirmed as lymphoma when a lesion appeared in the brain two years later, our NGS-based approach detected tumoral DNA in the banked, original liquid biopsy. CONCLUSIONS: We performed the first systematic exploration of the actionable cancer genome in VRL. Our NGS-based approach identified exploitable genomic alterations such as gain-of-function MYD88 oncogene mutations and loss of the tumor suppressor CDKN2A, and thus illuminates new routes to biologically targeted therapies for VRL, a cancer with a dismal prognosis. This precision medicine strategy could be used to nominate novel, targeted therapies in lymphomas and other blinding and deadly ocular, orbital, and ocular adnexal diseases for which few treatments exist.


Subject(s)
Biomarkers, Tumor/genetics , DNA Copy Number Variations , DNA Mutational Analysis/methods , Gene Dosage , High-Throughput Nucleotide Sequencing , Intraocular Lymphoma/genetics , Lymphoma, Large B-Cell, Diffuse/genetics , Mutation , Retinal Neoplasms/genetics , Vitreous Body/chemistry , Aged , Cyclin-Dependent Kinase Inhibitor p16 , Cyclin-Dependent Kinase Inhibitor p18/genetics , Genetic Predisposition to Disease , Humans , Intraocular Lymphoma/drug therapy , Intraocular Lymphoma/pathology , Liquid Biopsy , Lymphoma, Large B-Cell, Diffuse/drug therapy , Lymphoma, Large B-Cell, Diffuse/pathology , Middle Aged , Molecular Targeted Therapy , Myeloid Differentiation Factor 88/genetics , Patient Selection , Phenotype , Precision Medicine , Predictive Value of Tests , Retinal Neoplasms/drug therapy , Retinal Neoplasms/pathology , Retrospective Studies , Vitreous Body/pathology
16.
Mol Cancer Res ; 15(11): 1551-1557, 2017 11.
Article in English | MEDLINE | ID: mdl-28775129

ABSTRACT

Olfactory neuroblastomas (ONBs), also known as esthesioneuroblastomas, are malignant round-cell tumors that represent up to 5% of sinonasal malignancies. Despite their aggressive course, molecular studies of ONBs have been limited, and targeted therapies are lacking. To identify potential oncogenic drivers and targetable pathways in ONBs, we characterized 20 ONBs, including archived ONBs profiled by targeted, multiplexed PCR (mxPCR)-based DNA next-generation sequencing (NGS) of the coding sequence of over 400 cancer-relevant genes (n = 16), mxPCR-based RNA NGS of 108 target genes (n = 15), and 2 ONBs profiled by comprehensive hybrid-capture-based clinical grade NGS of >1,500 genes. Somatic mutations were infrequent in our cohort, with 7 prioritized nonsynonymous mutations in 5 of 18 (28%) ONBs, and no genes were recurrently mutated. We detected arm/chromosome-level copy-number alterations in all tumors, most frequently gains involving all or part of chromosome 20, chromosome 5, and chromosome 11. Recurrent focal amplifications, often but not exclusively in the context of arm-level gains, included CCND1 [n = 4/18 (22%) tumors] and the targetable receptor tyrosine kinase FGFR3 [n = 5/18 (28%) tumors]. Targeted RNA NGS confirmed high expression of FGFR3 in ONB (at levels equivalent to bladder cancer), with the highest expression observed in FGFR3-amplified ONB cases. Importantly, our findings suggest that FGFR3 may be a therapeutic target in a subset of these aggressive tumors.Implications: ONBs harbor recurrent chromosomal copy-number changes, including FGFR3 amplification associated with overexpression. Hence, FGFR3 may represent a novel therapeutic target in these tumors. Mol Cancer Res; 15(11); 1551-7. ©2017 AACR.


Subject(s)
Esthesioneuroblastoma, Olfactory/genetics , Gene Amplification , Gene Expression Profiling/methods , Nasal Cavity/pathology , Nose Neoplasms/genetics , Receptor, Fibroblast Growth Factor, Type 3/genetics , Adult , Aged , Cyclin D1/genetics , Esthesioneuroblastoma, Olfactory/pathology , Gene Expression Regulation, Neoplastic , High-Throughput Nucleotide Sequencing/methods , Humans , Middle Aged , Neoplasm Grading , Nose Neoplasms/pathology , Sequence Analysis, RNA/methods , Up-Regulation , Young Adult
17.
JAMA Dermatol ; 153(6): 505-512, 2017 06 01.
Article in English | MEDLINE | ID: mdl-28403382

ABSTRACT

Importance: Merkel cell carcinoma (MCC) is an aggressive cutaneous neuroendocrine carcinoma. In rare cases, the development of an additional cutaneous MCC tumor is clinically consistent with a second primary MCC tumor rather than a cutaneous metastasis, which has important treatment and prognostic implications. Objective: To evaluate genetic relatedness in 4 cases with the clinical diagnosis of multiple primary MCCs. Design, Setting, and Participants: In this case series, 7 cases of clinically designated multiple primary MCC were identified; 4 cases met inclusion criteria for next-generation sequencing (NGS) analysis. Mutations, copy number alterations, and Merkel cell polyomavirus (MCPyV) sequence were analyzed and compared between clinically designated multiple primary tumors to characterize genetic relatedness and hence assess clonality. Patients with clinically designated multiple primary MCC were identified from the multidisciplinary MCC Program at the University of Michigan, a tertiary care center. Main Outcomes and Measures: Four cases of clinically designated multiple primary MCC were characterized by tumor sequencing and targeted MCPyV sequencing to distinguish independent primary tumors from related metastases. Results: Overall, 4 patients in their 70s or 80s were included and analyzed. Cases 1 and 4 were verified as genetically distinct primary tumors and did not harbor similar copy number alterations or demonstrate significant mutational overlap. Cases 2 and 3 were designated as clonally related based on overlapping copy number alterations. In clonally related tumors, chromosomal copy number changes were more reliable than mutations for demonstrating clonality. Regardless of clonality, we found that MCPyV status was concordant for all tumor pairs and MCPyV positive tumors harbored predominatly subclonal mutations. Conclusions and Relevance: Our findings suggest that patients with MCC may develop a second genetically distinct primary tumor; in this case, the subsequent tumor is likely to develop through similar mechanisms of pathogenesis, either MCPyV-mediated or ultraviolet light-mediated. Next-generation sequencing analysis of chromosomal copy number changes and mutations is useful in distinguishing multiple primary MCCs from progression of MCC clinically resembling multiple primaries, allowing appropriate staging of the patient.


Subject(s)
Carcinoma, Merkel Cell/diagnosis , Merkel cell polyomavirus/genetics , Neoplasms, Multiple Primary/diagnosis , Skin Neoplasms/diagnosis , Aged , Aged, 80 and over , Carcinoma, Merkel Cell/genetics , Carcinoma, Merkel Cell/pathology , DNA Copy Number Variations , Female , Humans , Male , Mutation , Neoplasm Staging , Neoplasms, Multiple Primary/genetics , Neoplasms, Multiple Primary/pathology , Reproducibility of Results , Skin Neoplasms/genetics , Skin Neoplasms/pathology
18.
Clin Cancer Res ; 23(4): 985-991, 2017 Feb 15.
Article in English | MEDLINE | ID: mdl-28031426

ABSTRACT

Purpose: To determine whether MRI/ultrasound (MRI/US) fusion biopsy facilitates longitudinal resampling of the same clonal focus of prostate cancer and to determine whether high-grade cancers can evolve from low-grade clones.Experimental Design: All men on active surveillance who underwent tracking MRI/US fusion biopsy of Gleason 6 prostate cancer, on at least two distinct occasions, between 2012 and 2014 were enrolled. MRI/US fusion was used to track and resample specific cancer foci. IHC for ERG and targeted RNA/DNA next-generation sequencing (NGS) were performed on formalin-fixed paraffin-embedded prostate biopsy specimens to assess clonality.Results: Thirty-one men with median age and PSA of 65 years and 4.6 ng/mL, respectively, were analyzed. The median sampling interval was 12 months (range, 5-35). Of the 26 evaluable men, ERG IHC concordance was found between initial and repeat biopsies in 25 (96%), indicating resampling of the same clonal focus over time. Targeted NGS supported ERG IHC results and identified unique and shared driving mutations, such as IDH1 and SPOP, in paired specimens. Of the nine men (34.6%) who were found to have Gleason ≥7 on repeat biopsy, all displayed temporal ERG concordance. Prioritized genetic alterations were detected in 50% (13/26) of paired samples. Oncogenic mutations were detected in 22% (2/9) of Gleason 6 cancers prior to progression and 44% (4/9) of Gleason ≥7 cancers when progression occurred.Conclusions: Precise tracking of prostate cancer foci via MRI/US fusion biopsy allowed subsequent resampling of the same clonal focus of cancer over time. Further research is needed to clarify the grade progression potential of Gleason 6 prostate cancer. Clin Cancer Res; 23(4); 985-91. ©2016 AACR.


Subject(s)
Clonal Evolution/genetics , Neoplasm Proteins/genetics , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/genetics , Aged , Biopsy , High-Throughput Nucleotide Sequencing , Humans , Magnetic Resonance Imaging/methods , Male , Middle Aged , Mutation , Neoplasm Grading , Prostatic Neoplasms/pathology , Ultrasonography/methods
19.
Hum Pathol ; 51: 25-31, 2016 May.
Article in English | MEDLINE | ID: mdl-27067779

ABSTRACT

Porocarcinomas are a rare eccrine carcinoma with significant metastatic potential. Oncogenic drivers of porocarcinomas have been underexplored, with PIK3CA-activating mutation reported in 1 case. We analyzed 5 porocarcinomas by next-generation sequencing using the DNA component of the Oncomine Comprehensive Assay, which provides data on copy number changes and mutational events in 126 cancer-relevant genes through multiplex polymerase chain reaction. We detected an average of 3.3 high-confidence nonsynonymous mutations per tumor (range, 1-6), including a spectrum of oncogenic activation and tumor suppressor inactivation events. Tumor suppressor mutations included TP53 (4/5, 80%), RB1 (3/5, 60%), ATM (2/5, 40%), ARID1A (1/5, 20%), and CDKN2A (1/5, 20%). In 4 (80%) of 5 tumors, at least 1 potential oncogenic driver was identified. Activating HRAS mutations were detected in 2 (40%) of 5, including G13D and Q61L hotspot mutations. Mutations of EGFR were identified in 2 (40%) of 5; these mutations have been previously reported in cancer but did not affect classic activation hotspot sites. EGFR and HRAS mutations were mutually exclusive. HRAS mutations were detected by targeted sequencing in a minority of benign eccrine poromas (2/17; 11.7%), suggesting that HRAS activation may rarely be an early event in sweat gland neoplasia. Together, our data suggest roles for HRAS and EGFR as drivers in a subset of poroma and porocarcinoma. TP53 and RB1 inactivation events are also likely to contribute to tumorigenesis. These findings suggest that porocarcinomas display diversity with respect to oncogenic drivers, which may have implications for targeted therapy in metastatic or unresectable cases.


Subject(s)
Eccrine Porocarcinoma/genetics , Genes, Tumor Suppressor , Genes, erbB-1/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Sweat Gland Neoplasms/genetics , Adult , Aged , Aged, 80 and over , DNA Mutational Analysis , High-Throughput Nucleotide Sequencing , Humans , Immunohistochemistry , Male , Middle Aged , Mutation , Young Adult
20.
Hum Pathol ; 58: 161-170, 2016 12.
Article in English | MEDLINE | ID: mdl-27664537

ABSTRACT

Gene fusions between CIC and DUX4 define a rare class of soft tissue sarcomas poorly understood at the molecular level. Previous karyotyping and fluorescence in situ hybridization studies support chromosome 8 trisomy as a recurrent alteration; however, other driving alterations are largely unknown. Thus, we analyzed 11 formalin-fixed, paraffin-embedded CIC-DUX4 sarcoma tissue samples (including 3 sample pairs) using targeted Ion Torrent-based multiplexed polymerase chain reaction next-generation sequencing to characterize potential somatic driver alterations in 409 genes. Although we did not identify recurrent somatic mutations (point mutations or insertions/deletions), copy number analysis showed recurrent, broad copy number alterations, including gain of chromosome 8 and loss of 1p. In one sample pair (untreated primary and local recurrence resections), we identified similar copy number profiles and a somatic ARID1A R963X nonsense mutation exclusively in the local recurrence sample. In another sample pair (pre- and post-radiation treatment specimens), we observed single-copy loss of chromosome 7q exclusively in the posttreatment recurrence sample, supporting it as an acquired event after radiation treatment. In the last sample pair (near-concurrent, postchemotherapy primary and distant metastasis), molecular profiles were highly concordant, consistent with limited intertumoral heterogeneity. In summary, next-generation sequencing identified limited somatic driver mutations in CIC-DUX4 sarcomas. However, we identified novel, recurrent copy number alterations, including chromosome 1p, which is also the locus of ARID1A. Additional functional work and assessment of larger cohorts are needed to determine the biological and clinical significance of the alterations identified herein.


Subject(s)
Biomarkers, Tumor/genetics , Chromosome Deletion , Chromosomes, Human, Pair 1 , High-Throughput Nucleotide Sequencing/methods , Multiplex Polymerase Chain Reaction , Oncogene Proteins, Fusion/genetics , Sarcoma/genetics , Soft Tissue Neoplasms/genetics , DNA Mutational Analysis , Genetic Predisposition to Disease , Humans , Mutation , Phenotype , Predictive Value of Tests , Sarcoma/secondary , Sarcoma/therapy , Soft Tissue Neoplasms/pathology , Soft Tissue Neoplasms/therapy
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