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1.
BMC Cancer ; 15: 61, 2015 Feb 18.
Article in English | MEDLINE | ID: mdl-25886620

ABSTRACT

BACKGROUND: Patients with BRAF mutation-positive advanced melanoma respond well to matched therapy with BRAF or MEK inhibitors, but often quickly develop resistance. METHODS: Tumor tissue from ten patients with advanced BRAF mutation-positive melanoma who achieved partial response (PR) or complete response (CR) on BRAF and/or MEK inhibitors was analyzed using next generation sequencing (NGS) assay. Genomic libraries were captured for 3230 exons in 182 cancer-related genes plus 37 introns from 14 genes often rearranged in cancer and sequenced to average median depth of 734X with 99% of bases covered >100X. RESULTS: Three of the ten patients (median number of prior therapies = 2) attained prolonged CR (duration = 23.6+ to 28.7+ months); seven patients achieved either a PR or a short-lived CR. One patient who achieved CR ongoing at 28.7+ months and had tissue available close to the time of initiating BRAF inhibitor therapy had only a BRAF mutation. Abnormalities in addition to BRAF mutation found in other patients included: mutations in NRAS, APC and NF1; amplifications in BRAF, aurora kinase A, MYC, MITF and MET; deletions in CDKN2A/B and PAX5; and, alterations in RB1 and ATM. Heterogeneity between patients and molecular evolution within patients was noted. CONCLUSION: NGS identified potentially actionable DNA alterations that could account for resistance in patients with BRAF mutation-positive advanced melanoma who achieved a PR or CR but whose tumors later progressed. A subset of patients with advanced melanoma may harbor only a BRAF mutation and achieve a durable CR on BRAF pathway inhibitors.


Subject(s)
High-Throughput Nucleotide Sequencing/methods , Melanoma/drug therapy , Mutation , Proto-Oncogene Proteins B-raf/genetics , Skin Neoplasms/drug therapy , Adult , Drug Resistance, Neoplasm , Female , Humans , Male , Melanoma/genetics , Middle Aged , Pilot Projects , Protein Kinase Inhibitors/therapeutic use , Skin Neoplasms/genetics , Treatment Outcome , Young Adult
2.
Oncologist ; 19(5): 453-8, 2014 May.
Article in English | MEDLINE | ID: mdl-24710307

ABSTRACT

The aim of this study was to assess the frequency of potentially actionable genomic alterations in breast cancer that could be targeted with approved agents or investigational drugs in clinical trials using a next-generation sequencing-based genomic profiling assay performed in a Clinical Laboratory Improvement Amendments-certified and College of American Pathologists-accredited commercial laboratory. Methods. Fifty-one breast cancers were analyzed, including primary tumor biopsies of 33 stage I-II and 18 stage IV cancers (13 soft tissue, 3 liver, and 2 bone metastases). We assessed 3,230 exons in 182 cancer-related genes and 37 introns in 14 genes often rearranged in cancer for base substitutions, indels, copy number alterations, and gene fusions. The average median sequencing depth was 1,154×. Results. We observed 158 genomic alterations in 55 genes in 48 of 51 (94%) tumors (mean 3.1, range 0-9). The average number of potentially therapeutically relevant alterations was similar in primary (1.6, range 0-4) and in heavily pretreated metastatic cancers (2.0, range 0-4) (p = .24). The most common actionable alterations were in PIK3CA (n = 9, phosphatidylinositol 3-kinase [PI3K]/mammalian target of rapamycin [mTOR] inhibitors), NF1 (n = 7, PI3K/mTOR/mitogen-activated protein kinase inhibitors), v-akt murine thymoma viral oncogene homolog 1-3 (n = 7, PI3K/mTOR/AKT inhibitors), BRCA1/2 (n = 6, poly[ADP-ribose] polymerase inhibitors), and CCND1,2 and CCNE (n = 8)/cycline dependent kinase (CDK)6 (n = 1) (CDK4/6 inhibitors), KIT (n = 1, imatinib/sunitinib), ALK (n = 1, crizotinib), FGFR1,2 (n = 5, fibroblast growth factor receptor inhibitors), and EGFR (n = 2, epidermal growth factor receptor inhibitors). Our sequencing assay also correctly identified all six cases with HER2 (ERBB2) amplification by fluorescence in situ hybridization when tumor content was adequate. In addition, two known activating HER2 mutations were identified, both in unamplified cases. Conclusion. Overall, 84% of cancers harbored at least one genomic alteration linked to potential treatment options. Systematic evaluation of the predictive value of these genomic alterations is critically important for further progress in this field.


Subject(s)
Breast Neoplasms/genetics , Molecular Targeted Therapy/methods , Precision Medicine/methods , Adult , Aged , Aged, 80 and over , Base Sequence , Female , Genomics , High-Throughput Nucleotide Sequencing , Humans , Middle Aged , Mutation , Sequence Analysis, DNA
3.
Mol Cancer Ther ; 13(5): 1382-9, 2014 May.
Article in English | MEDLINE | ID: mdl-24608573

ABSTRACT

There is growing interest in delivering genomically informed cancer therapy. Our aim was to determine the concordance of genomic alterations between primary and recurrent breast cancer. Targeted next-generation sequencing was performed on formalin-fixed paraffin-embedded (FFPE) samples, profiling 3,320 exons of 182 cancer-related genes plus 37 introns from 14 genes often rearranged in cancer. Point mutations, indels, copy-number alterations (CNA), and select rearrangements were assessed in 74 tumors from 43 patients (36 primary and 38 recurrence/metastases). Alterations potentially targetable with established or investigational therapeutics were considered "actionable." Alterations were detected in 55 genes (mean 3.95 alterations/sample, range 1-12), including mutations in PIK3CA, TP53, ARID1A, PTEN, AKT1, NF1, FBXW7, and FGFR3 and amplifications in MCL1, CCND1, FGFR1, MYC, IGF1R, MDM2, MDM4, AKT3, CDK4, and AKT2. In 33 matched primary and recurrent tumors, 97 of 112 (86.6%) somatic mutations were concordant. Of identified CNAs, 136 of 159 (85.5%) were concordant: 37 (23.3%) were concordant, but below the reporting threshold in one of the matched samples, and 23 (14.5%) discordant. There was an increased frequency of CDK4/MDM2 amplifications in recurrences, as well as gains and losses of other actionable alterations. Forty of 43 (93%) patients had actionable alterations that could inform targeted treatment options. In conclusion, deep genomic profiling of cancer-related genes reveals potentially actionable alterations in most patients with breast cancer. Overall there was high concordance between primary and recurrent tumors. Analysis of recurrent tumors before treatment may provide additional insights, as both gains and losses of targets are observed.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/pathology , Gene Expression Regulation, Neoplastic , Genomics , Adult , Aged , Aged, 80 and over , Breast Neoplasms/therapy , Cluster Analysis , Female , Gene Expression Profiling , Humans , Middle Aged , Mutation , Neoplasm Metastasis , Neoplasm Recurrence, Local , Neoplasm Staging
4.
Clin Cancer Res ; 20(7): 1757-1767, 2014 Apr 01.
Article in English | MEDLINE | ID: mdl-24398047

ABSTRACT

PURPOSE: We undertook this study to determine the prevalence of estrogen receptor (ER) α (ESR1) mutations throughout the natural history of hormone-dependent breast cancer and to delineate the functional roles of the most commonly detected alterations. EXPERIMENTAL DESIGN: We studied a total of 249 tumor specimens from 208 patients. The specimens include 134 ER-positive (ER(+)/HER2(-)) and, as controls, 115 ER-negative (ER(-)) tumors. The ER(+) samples consist of 58 primary breast cancers and 76 metastatic samples. All tumors were sequenced to high unique coverage using next-generation sequencing targeting the coding sequence of the estrogen receptor and an additional 182 cancer-related genes. RESULTS: Recurring somatic mutations in codons 537 and 538 within the ligand-binding domain of ER were detected in ER(+) metastatic disease. Overall, the frequency of these mutations was 12% [9/76; 95% confidence interval (CI), 6%-21%] in metastatic tumors and in a subgroup of patients who received an average of 7 lines of treatment the frequency was 20% (5/25; 95% CI, 7%-41%). These mutations were not detected in primary or treatment-naïve ER(+) cancer or in any stage of ER(-) disease. Functional studies in cell line models demonstrate that these mutations render estrogen receptor constitutive activity and confer partial resistance to currently available endocrine treatments. CONCLUSIONS: In this study, we show evidence for the temporal selection of functional ESR1 mutations as potential drivers of endocrine resistance during the progression of ER(+) breast cancer.


Subject(s)
Breast Neoplasms/genetics , Estrogen Receptor alpha/genetics , Mutation , Neoplasms, Hormone-Dependent/genetics , Breast Neoplasms/pathology , Estrogen Receptor alpha/biosynthesis , Female , High-Throughput Nucleotide Sequencing , Humans , MCF-7 Cells , Neoplasm Staging , Neoplasms, Hormone-Dependent/pathology
5.
Nat Commun ; 5: 3116, 2014.
Article in English | MEDLINE | ID: mdl-24445538

ABSTRACT

Spitzoid neoplasms are a group of melanocytic tumours with distinctive histopathological features. They include benign tumours (Spitz naevi), malignant tumours (spitzoid melanomas) and tumours with borderline histopathological features and uncertain clinical outcome (atypical Spitz tumours). Their genetic underpinnings are poorly understood, and alterations in common melanoma-associated oncogenes are typically absent. Here we show that spitzoid neoplasms harbour kinase fusions of ROS1 (17%), NTRK1 (16%), ALK (10%), BRAF (5%) and RET (3%) in a mutually exclusive pattern. The chimeric proteins are constitutively active, stimulate oncogenic signalling pathways, are tumourigenic and are found in the entire biologic spectrum of spitzoid neoplasms, including 55% of Spitz naevi, 56% of atypical Spitz tumours and 39% of spitzoid melanomas. Kinase inhibitors suppress the oncogenic signalling of the fusion proteins in vitro. In summary, kinase fusions account for the majority of oncogenic aberrations in spitzoid neoplasms and may serve as therapeutic targets for metastatic spitzoid melanomas.


Subject(s)
Melanoma/metabolism , Nevus, Epithelioid and Spindle Cell/metabolism , Oncogene Proteins, Fusion/metabolism , Protein Kinases/metabolism , Skin Neoplasms/metabolism , Base Sequence , DNA Mutational Analysis , Genome, Human , Humans , Melanoma/pathology , Molecular Sequence Data , Nevus, Epithelioid and Spindle Cell/pathology , Reproducibility of Results , Skin Neoplasms/pathology , Xenograft Model Antitumor Assays
6.
Nat Biotechnol ; 31(11): 1023-31, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24142049

ABSTRACT

As more clinically relevant cancer genes are identified, comprehensive diagnostic approaches are needed to match patients to therapies, raising the challenge of optimization and analytical validation of assays that interrogate millions of bases of cancer genomes altered by multiple mechanisms. Here we describe a test based on massively parallel DNA sequencing to characterize base substitutions, short insertions and deletions (indels), copy number alterations and selected fusions across 287 cancer-related genes from routine formalin-fixed and paraffin-embedded (FFPE) clinical specimens. We implemented a practical validation strategy with reference samples of pooled cell lines that model key determinants of accuracy, including mutant allele frequency, indel length and amplitude of copy change. Test sensitivity achieved was 95-99% across alteration types, with high specificity (positive predictive value >99%). We confirmed accuracy using 249 FFPE cancer specimens characterized by established assays. Application of the test to 2,221 clinical cases revealed clinically actionable alterations in 76% of tumors, three times the number of actionable alterations detected by current diagnostic tests.


Subject(s)
DNA Mutational Analysis/methods , Molecular Diagnostic Techniques/methods , Neoplasms/genetics , Sequence Analysis, DNA/methods , DNA Copy Number Variations , Gene Frequency , Humans , Neoplasms/diagnosis , Reproducibility of Results , Sensitivity and Specificity
7.
J Clin Oncol ; 31(17): 2167-72, 2013 Jun 10.
Article in English | MEDLINE | ID: mdl-23630207

ABSTRACT

PURPOSE: Characterization of the genomic changes that drive an individual patient's disease is critical in management of many cancers. In patients with non-small-cell lung cancer (NSCLC), obtaining tumor samples of sufficient size for genomic profiling on recurrence is often challenging. We undertook this study to compare genomic alterations identified in archived primary tumors from patients with NSCLC with those identified in metachronous or synchronous metastases. PATIENTS AND METHODS: Primary and matched metastatic tumor pairs from 15 patients were analyzed by using a targeted next-generation sequencing assay in a Clinical Laboratory Improvement Amendments laboratory. Genomic libraries were captured for 3,230 exons in 182 cancer-related genes plus 37 introns from 14 genes often rearranged in cancer and sequenced to high coverage. RESULTS: Among 30 tumors, 311 genomic alterations were identified of which 63 were known recurrent (32 in primary tumor, 31 in metastasis) and 248 were nonrecurrent (likely passenger). TP53 mutations were the most frequently observed recurrent alterations (12 patients). Tumors harbored two or more (maximum four) recurrent alterations in 10 patients. Comparative analysis of recurrent alterations between primary tumor and matched metastasis revealed a concordance rate of 94% compared with 63% for likely passenger alterations. CONCLUSION: This high concordance suggests that for the purposes of genomic profiling, use of archived primary tumor can identify the key recurrent somatic alterations present in matched NSCLC metastases and may provide much of the relevant genomic information required to guide treatment on recurrence.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , DNA, Neoplasm/genetics , Lung Neoplasms/genetics , Adult , Aged , Aged, 80 and over , Base Sequence , Carcinoma, Non-Small-Cell Lung/pathology , DNA Copy Number Variations , Female , Humans , Lung Neoplasms/pathology , Male , Middle Aged , Mutation , Neoplasm Metastasis
8.
Genome Med ; 5(5): 49, 2013.
Article in English | MEDLINE | ID: mdl-23718828

ABSTRACT

BACKGROUND: Human papillomavirus positive (HPV+) head and neck squamous cell carcinoma (HNSCC) is an emerging disease, representing a distinct clinical and epidemiological entity. Understanding the genetic basis of this specific subtype of cancer could allow therapeutic targeting of affected pathways for a stratified medicine approach. METHODS: Twenty HPV+ and 20 HPV- laser-capture microdissected oropharyngeal carcinomas were used for paired-end sequencing of hybrid-captured DNA, targeting 3,230 exons in 182 genes often mutated in cancer. Copy number alteration (CNA) profiling, Sequenom MassArray sequencing and immunohistochemistry were used to further validate findings. RESULTS: HPV+ and HPV- oropharyngeal carcinomas cluster into two distinct subgroups. TP53 mutations are detected in 100% of HPV negative cases and abrogation of the G1/S checkpoint by CDKN2A/B deletion and/or CCND1 amplification occurs in the majority of HPV- tumors. CONCLUSION: These findings strongly support a causal role for HPV, acting via p53 and RB pathway inhibition, in the pathogenesis of a subset of oropharyngeal cancers and suggest that studies of CDK inhibitors in HPV- disease may be warranted. Mutation and copy number alteration of PI3 kinase (PI3K) pathway components appears particularly prevalent in HPV+ tumors and assessment of these alterations may aid in the interpretation of current clinical trials of PI3K, AKT, and mTOR inhibitors in HNSCC.

9.
Eur Urol ; 63(5): 920-6, 2013 May.
Article in English | MEDLINE | ID: mdl-22981675

ABSTRACT

BACKGROUND: Most personalized cancer care strategies involving DNA sequencing are highly reliant on acquiring sufficient fresh or frozen tissue. It has been challenging to comprehensively evaluate the genome of advanced prostate cancer (PCa) because of limited access to metastatic tissue. OBJECTIVE: To demonstrate the feasibility of a novel next-generation sequencing (NGS)-based platform that can be used with archival formalin-fixed paraffin-embedded (FFPE) biopsy tissue to evaluate the spectrum of DNA alterations seen in advanced PCa. DESIGN, SETTING, AND PARTICIPANTS: FFPE samples (including archival prostatectomies and prostate needle biopsies) were obtained from 45 patients representing the spectrum of disease: localized PCa, metastatic hormone-naive PCa, and metastatic castration-resistant PCa (CRPC). We also assessed paired primaries and metastases to understand disease heterogeneity and disease progression. INTERVENTION: At least 50 ng of tumor DNA was extracted from FFPE samples and used for hybridization capture and NGS using the Illumina HiSeq 2000 platform. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: A total of 3320 exons of 182 cancer-associated genes and 37 introns of 14 commonly rearranged genes were evaluated for genomic alterations. RESULTS AND LIMITATIONS: We obtained an average sequencing depth of >900X. Overall, 44% of CRPCs harbored genomic alterations involving the androgen receptor gene (AR), including AR copy number gain (24% of CRPCs) or AR point mutation (20% of CRPCs). Other recurrent mutations included transmembrane protease, serine 2 gene (TMPRSS2):v-ets erythroblastosis virus E26 oncogene homolog (avian) gene (ERG) fusion (44%); phosphatase and tensin homolog gene (PTEN) loss (44%); tumor protein p53 gene (TP53) mutation (40%); retinoblastoma gene (RB) loss (28%); v-myc myelocytomatosis viral oncogene homolog (avian) gene (MYC) gain (12%); and phosphatidylinositol-4,5-bisphosphate 3-kinase, catalytic subunit α gene (PIK3CA) mutation (4%). There was a high incidence of genomic alterations involving key genes important for DNA repair, including breast cancer 2, early onset gene (BRCA2) loss (12%) and ataxia telangiectasia mutated gene (ATM) mutations (8%); these alterations are potentially targetable with poly(adenosine diphosphate-ribose)polymerase inhibitors. A novel and actionable rearrangement involving the v-raf murine sarcoma viral oncogene homolog B1 gene (BRAF) was also detected. CONCLUSIONS: This first-in-principle study demonstrates the feasibility of performing in-depth DNA analyses using FFPE tissue and brings new insight toward understanding the genomic landscape within advanced PCa.


Subject(s)
High-Throughput Nucleotide Sequencing , Prostatic Neoplasms/genetics , Sequence Analysis, DNA/methods , Androgen Antagonists/therapeutic use , Antineoplastic Agents, Hormonal , Biopsy, Needle , Drug Resistance, Neoplasm , Exons , Feasibility Studies , Fixatives , Formaldehyde , Gene Expression Regulation, Neoplastic , Genetic Predisposition to Disease , Humans , Introns , Male , Neoplasm Grading , Neoplasm Invasiveness , Orchiectomy , Paraffin Embedding , Patient Selection , Phenotype , Precision Medicine , Prostatic Neoplasms/pathology , Prostatic Neoplasms/therapy , Tissue Fixation
10.
Blood ; 120(26): 5181-4, 2012 Dec 20.
Article in English | MEDLINE | ID: mdl-23091298

ABSTRACT

To ascertain the genetic basis of pediatric Burkitt lymphoma (pBL), we performed clinical-grade next-generation sequencing of 182 cancer-related genes on 29 formalin-fixed, paraffin embedded primary pBL samples. Ninety percent of cases had at least one mutation or genetic alteration, most commonly involving MYC and TP53. EBV(-) cases were more likely than EBV(+) cases to have multiple mutations (P < .0001). Alterations in tumor-related genes not previously described in BL were identified. Truncating mutations in ARID1A, a member of the SWI/SNF nucleosome remodeling complex, were seen in 17% of cases. MCL1 pathway alterations were found in 22% of cases and confirmed in an expanded panel. Other clinically relevant genomic alterations were found in 20% of cases. Our data suggest the roles of MCL1 and ARID1A in BL pathogenesis and demonstrate that comprehensive genomic profiling may identify additional treatment options in refractory disease.


Subject(s)
Apoptosis Regulatory Proteins/genetics , Burkitt Lymphoma/genetics , Chromatin Assembly and Disassembly/genetics , Mutation , Sequence Analysis, DNA/methods , Adolescent , Apoptosis/genetics , Burkitt Lymphoma/diagnosis , Child , Child, Preschool , Chromatin Assembly and Disassembly/physiology , Gene Frequency , Genes, Neoplasm/genetics , Genome/genetics , Genomics/methods , Humans , Infant , Mutation/physiology , Young Adult
12.
Nat Med ; 18(3): 382-4, 2012 Feb 12.
Article in English | MEDLINE | ID: mdl-22327622

ABSTRACT

Applying a next-generation sequencing assay targeting 145 cancer-relevant genes in 40 colorectal cancer and 24 non-small cell lung cancer formalin-fixed paraffin-embedded tissue specimens identified at least one clinically relevant genomic alteration in 59% of the samples and revealed two gene fusions, C2orf44-ALK in a colorectal cancer sample and KIF5B-RET in a lung adenocarcinoma. Further screening of 561 lung adenocarcinomas identified 11 additional tumors with KIF5B-RET gene fusions (2.0%; 95% CI 0.8-3.1%). Cells expressing oncogenic KIF5B-RET are sensitive to multi-kinase inhibitors that inhibit RET.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Colorectal Neoplasms/genetics , Kinesins/genetics , Lung Neoplasms/genetics , Oncogene Proteins, Fusion/genetics , Proto-Oncogene Proteins c-ret/genetics , Receptor Protein-Tyrosine Kinases/genetics , Anaplastic Lymphoma Kinase , Animals , Biopsy , Cell Transformation, Neoplastic/drug effects , Gene Expression Regulation, Neoplastic/drug effects , High-Throughput Nucleotide Sequencing , Humans , Kinesins/antagonists & inhibitors , Lung Neoplasms/pathology , Mice , NIH 3T3 Cells , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins c-ret/antagonists & inhibitors
13.
J Clin Oncol ; 29(31): 4160-7, 2011 Nov 01.
Article in English | MEDLINE | ID: mdl-21947828

ABSTRACT

PURPOSE: Several mechanisms have been proposed to explain tamoxifen resistance of estrogen receptor (ER) -positive tumors, but a clinically useful explanation for such resistance has not been described. Because the ER is the treatment target for tamoxifen, a linear association between ER expression levels and the degree of benefit from tamoxifen might be expected. However, such an association has never been demonstrated with conventional clinical ER assays, and the ER is currently used clinically as a dichotomous marker. We used gene expression profiling and ER protein assays to help elucidate molecular mechanism(s) responsible for tamoxifen resistance in breast tumors. PATIENTS AND METHODS: We performed gene expression profiling of paraffin-embedded tumors from National Surgical Adjuvant Breast and Bowel Project (NSABP) trials that tested the worth of tamoxifen as an adjuvant systemic therapy (B-14) and as a preventive agent (P-1). This was a retrospective subset analysis based on available materials. RESULTS: In B-14, ESR1 was the strongest linear predictor of tamoxifen benefit among 16 genes examined, including PGR and ERBB2. On the basis of these data, we hypothesized that, in the P-1 trial, a lower level of ESR1 mRNA in the tamoxifen arm was the main difference between the two study arms. Only ESR1 was downregulated by more than two-fold in ER-positive cancer events in the tamoxifen arm (P < .001). Tamoxifen did not prevent ER-positive tumors with low levels of ESR1 expression. CONCLUSION: These data suggest that low-level expression of ESR1 is a determinant of tamoxifen resistance in ER-positive breast cancer. Strategies should be developed to identify, treat, and prevent such tumors.


Subject(s)
Antineoplastic Agents, Hormonal/therapeutic use , Biomarkers, Tumor/metabolism , Breast Neoplasms/drug therapy , Breast Neoplasms/prevention & control , Estrogen Receptor alpha/metabolism , Neoplasms, Hormone-Dependent/drug therapy , Neoplasms, Hormone-Dependent/prevention & control , Tamoxifen/therapeutic use , Adult , Aged , Biomarkers, Tumor/genetics , Breast Neoplasms/chemistry , Down-Regulation , Estrogen Receptor alpha/genetics , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Linear Models , Middle Aged , Neoplasms, Hormone-Dependent/chemistry , Protein Array Analysis , RNA, Messenger/metabolism , Retrospective Studies , Treatment Outcome
14.
Methods Mol Biol ; 724: 239-57, 2011.
Article in English | MEDLINE | ID: mdl-21370017

ABSTRACT

A molecular test providing clear identification of individuals at highest risk for developing metastatic disease from among early stage breast cancer patients has proven to be of great benefit in breast cancer treatment planning and therapeutic management. Patients with high risk of disease recurrence can also get an estimate of the magnitude of benefit to be gained by adding chemotherapy to surgery and hormonal therapy. Developing this clinical test was made possible by the availability of technologies capable of identifying molecular biomarkers from the gene expression profiles of preserved surgical specimens. Molecular tests such as the Oncotype DX(®) breast cancer test are proving to be more effective tools for individualized patient stratification and treatment planning than traditional methods such as patient demographic variables and histopathology indicators.Molecular biomarkers must be clinically validated before they can be effectively applied toward patient management in clinical practice. The most effective and efficient means of clinical validation is to use archived surgical specimens annotated with well-characterized clinical outcomes. However, carrying out this type of clinical study requires optimization of traditional molecular expression profiling techniques to analyze RNA from fixed, paraffin-embedded (FPE) tissues. In order to develop our clinically validated breast cancer assay, we modified molecular methods for RNA extraction, RNA quantitation, reverse transcription, and quantitative PCR to work optimally in archived clinical samples. Here, we present an updated description of current best practices for isolating both mRNA and microRNA from FPE tissues for RT-PCR-based expression profiling.


Subject(s)
Biomarkers, Tumor/genetics , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , Paraffin Embedding/methods , Reverse Transcriptase Polymerase Chain Reaction/methods , Tissue Fixation/methods , Humans , MicroRNAs/genetics , Polymerase Chain Reaction , RNA, Neoplasm/isolation & purification , Reverse Transcription , Statistics as Topic
15.
Methods Mol Biol ; 724: 205-37, 2011.
Article in English | MEDLINE | ID: mdl-21370016

ABSTRACT

Although RNA is isolated from archival fixed tissues routinely for reverse transcription polymerase chain reaction (RT-PCR) and microarray analyses to identify biomarkers of cancer prognosis and therapeutic response prediction, the sensitivity of these molecular profiling methods to variability in pathology tissue processing has not been described in depth. As increasing numbers of expression analysis studies using fixed archival tumor specimens are reported, it is important to examine how dependent these results are on tissue-processing methods.We carried out a series of studies to systematically evaluate the effects of various tissue-fixation reagents and protocols on RNA quality and RT-PCR gene expression profiles. Human placenta was selected as a model specimen for these studies since it is relatively easily obtained and has proliferative and invasive qualities similar to solid tumors. In addition, each specimen is relatively homogeneous and large enough to provide sufficient tissue to systematically compare a range of fixation conditions and reagents, thereby avoiding the variability inherent in studying collections of tumor tissue specimens. Since anatomical pathology laboratories generally offer hundreds of different tissue-fixation protocols, we focused on fixation reagents and conditions used to process the most common solid tumors for primary cancer diagnosis. Fresh placentas donated under an IRB-approved protocol were collected at delivery and immediately submerged in cold saline for transport to a central pathology laboratory for processing. RNA was extracted from each specimen, quantified, and analyzed for size distribution and analytical performance using a panel of 24 RT-PCR gene expression assays. We found that different tissue-fixation reagents and tissue-processing conditions resulted in widely varying RNA extraction yields and extents of RNA fragmentation. However, the RNA extraction method and RT-PCR assays could be optimized to achieve successful gene expression analysis for nearly all fixation conditions represented in these studies.


Subject(s)
Fixatives/chemistry , Gene Expression Profiling/methods , Paraffin Embedding/methods , RNA/genetics , RNA/isolation & purification , Reverse Transcriptase Polymerase Chain Reaction/methods , Tissue Fixation/methods , Humans , Indicators and Reagents , Reference Standards , Reverse Transcription , Statistics as Topic
16.
Methods Mol Biol ; 520: 177-93, 2009.
Article in English | MEDLINE | ID: mdl-19381955

ABSTRACT

Clear identification among early-stage cancer patients of those at highest risk of having metastatic disease would be of great benefit in treatment planning and management. Considerable additional benefit would accrue to high-risk patients if their responses to specific therapeutic alternatives could be predicted. Molecular biomarkers in the form of gene expression profiles are proving to be more effective tools for both prognostic and predictive patient stratification than more traditional methods such as patient demographics and histopathology indicators. Such biomarkers must be clinically validated before they can be effectively used to manage patients in clinical studies or clinical practice. This can be most efficiently accomplished by analyzing archived clinical samples with well-characterized clinical outcomes. Doing studies of this type requires reoptimization of traditional molecular expression profiling techniques to analyze RNA from fixed paraffin-embedded tissues. We have modified molecular methods for RNA extraction, RNA quantification, reverse transcription, and quantitative PCR to work optimally in archived clinical samples in order to develop a clinically validated assay for breast cancer prognosis and prediction of patient response to hormonal and chemotherapy.


Subject(s)
Biomarkers, Tumor/analysis , Formaldehyde/metabolism , Gene Expression Profiling/methods , Paraffin Embedding/methods , RNA/genetics , Tissue Fixation/methods , Deoxyribonuclease I/metabolism , Endopeptidase K/metabolism , Humans , Polymerase Chain Reaction , RNA/isolation & purification , RNA/metabolism , Reverse Transcription , Solutions
17.
BMC Genomics ; 8: 279, 2007 Aug 15.
Article in English | MEDLINE | ID: mdl-17697383

ABSTRACT

BACKGROUND: Reverse transcription PCR (RT-PCR) is widely recognized to be the gold standard method for quantifying gene expression. Studies using RT-PCR technology as a discovery tool have historically been limited to relatively small gene sets compared to other gene expression platforms such as microarrays. We have recently shown that TaqMan RT-PCR can be scaled up to profile expression for 192 genes in fixed paraffin-embedded (FPE) clinical study tumor specimens. This technology has also been used to develop and commercialize a widely used clinical test for breast cancer prognosis and prediction, the Onco typeDX assay. A similar need exists in colon cancer for a test that provides information on the likelihood of disease recurrence in colon cancer (prognosis) and the likelihood of tumor response to standard chemotherapy regimens (prediction). We have now scaled our RT-PCR assay to efficiently screen 761 biomarkers across hundreds of patient samples and applied this process to biomarker discovery in colon cancer. This screening strategy remains attractive due to the inherent advantages of maintaining platform consistency from discovery through clinical application. RESULTS: RNA was extracted from formalin fixed paraffin embedded (FPE) tissue, as old as 28 years, from 354 patients enrolled in NSABP C-01 and C-02 colon cancer studies. Multiplexed reverse transcription reactions were performed using a gene specific primer pool containing 761 unique primers. PCR was performed as independent TaqMan reactions for each candidate gene. Hierarchal clustering demonstrates that genes expected to co-express form obvious, distinct and in certain cases very tightly correlated clusters, validating the reliability of this technical approach to biomarker discovery. CONCLUSION: We have developed a high throughput, quantitatively precise multi-analyte gene expression platform for biomarker discovery that approaches low density DNA arrays in numbers of genes analyzed while maintaining the high specificity, sensitivity and reproducibility that are characteristics of RT-PCR. Biomarkers discovered using this approach can be transferred to a clinical reference laboratory setting without having to re-validate the assay on a second technology platform.


Subject(s)
Biomarkers, Tumor/genetics , Colonic Neoplasms/genetics , Reverse Transcriptase Polymerase Chain Reaction/methods , Colonic Neoplasms/diagnosis , DNA, Complementary , Humans , Multigene Family , Reproducibility of Results , Templates, Genetic , Transcription, Genetic
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