scholarly journals Potentially Actionable Targets: Evidence Standards for Credible Next Generation Sequencing Technology Assessment Claims

2017 ◽  
Vol 8 (3) ◽  
pp. 9
Author(s):  
Paul C Langley

Despite considerable resources devoted to developing databases to support competitive credible claims for next generation sequencing (NGS) claims, we have yet to meet the standards required in health technology assessment to support such claims. The purpose of this commentary is to consider options open in establishing claims for NGS recommendations. Although NGS platforms offer potential promise in improving clinical outcomes, supporting cost-effectiveness and reducing the overall cost of care in target populations, this has yet to be demonstrated on a scale that is likely to satisfy reimbursers and health care decision makers. Issues addressed include (i) the importance of credible, evaluable and replicable claims from individual NGS platforms; (ii) the difficulties in moving beyond broad-brush claims for improved survival; (iii) the standards required for an NGS evidence base; (iv) protocol designs in establishing the independent contribution of NGS actionable therapy recommendations to outcomes claims; (v) the role of NGS registries; and (vi) protocols to support ongoing credible, evaluable and replicable claims in target patient populations. The critical issue is not analytical and clinical validity but clinical utility. This has yet to be demonstrated.   Type: Commentary

2018 ◽  
Vol 399 (9) ◽  
pp. 1065-1071 ◽  
Author(s):  
Panagiotis G. Adamopoulos ◽  
Christos K. Kontos ◽  
Andreas Scorilas

AbstractTissue kallikrein, kallikrein-related peptidases (KLKs), and plasma kallikrein form the largest group of serine proteases in the human genome, sharing many structural and functional characteristics. In this study, we describe the molecular cloning of four novel splice variants of the humanKLK11andKLK12genes, discovered by combining 3′ rapid amplification of cDNA ends (3′ RACE), next-generation sequencing (NGS) technology, advanced bioinformatic analysis and Sanger sequencing. Expression analysis of these new transcripts in cell lines originating from 17 cancerous and two normal tissues revealed the expression pattern of each transcript. These novelKLK11andKLK12splice variants represent new potential cancer biomarkers.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 2554-2554
Author(s):  
Clara Ricci ◽  
Elena Trombetta ◽  
Giorgia Saporiti ◽  
Wilma Barcellini ◽  
Alessandra Freyrie ◽  
...  

Abstract Chronic myelomonocytic leukemia (CMML) represents a diagnostic and therapeutic challenge characterized by highly heterogeneous clinical and laboratory aspects, contrasting from mainly dysplastic (MD) to predominantly proliferative (MP) in different patients. Although no specific cytogenetic or molecular aberration has been associated to CMML, next generation sequencing (NGS) has recently led to the discovery of at least one lesion in up to 90% of patients. Nonetheless, the role of the identified genetic aberrations in CMML onset and progression remains to be clarified. In a series of 40 consecutive patients we previously reported a higher frequency of RAS and JAK2 mutations and a shorter survival in those with MP- than in those with MD-disease. Furthermore, paired samples analysis showed RAS mutations acquisition in concomitance with progression from MD- to MP-CMML, suggesting these lesions as second hits that confer a proliferative advantage to the malignant clone, leading to poor outcome. In addition to these findings, a highly significant shorter life expectation in the MP-variant of CMML was more recently confirmed in an extended population of 74 patients (p=0.0005), further supporting the association of molecular acquisition of gene aberrations with disease progression. By comprehensive next generation sequencing (NGS) of selected genes, here we aimed to further investigate the spectrum of aberrations contributing to CMML development and progression and to examine whether MD- and MP-CMML may be also discriminated at the molecular level. We designed a NGS study (Oxford Gene Technology, Oxford UK) of 44 genes in DNA prepared from MNCs from 12 CMML patients after obtaining informed consent. Of the 21 samples analyzed, 17 were consecutively collected from 9 patients at the time of MD-CMML and later on during the disease course, showing either long lasting stable MD-CMML disease (median follow-up of 102 month), or progression to MP-CMML or AML, and 4 more were obtained from patients with MP-CMML (2 with previous MD-phase). In some patients, DNA prepared from purified CD3+ cells selected by FACS cell sorting was also analyzed. Candidate mutations were validated by Sanger sequencing. Deep sequencing analysis confirmed TET2 mutations as the most frequent (10/12 patients, 83%) and, the earliest known event in CMML, being present since time of referral in 100% of our cases with sequential samples, supporting their possible role of initiating lesions in CMML. Overall, 9 patients harbored frameshift/nonsense mutations and 1 had an essential splice site substitution. Non-synonymous variations of yet unknown origin were detected in 3 cases while in 1 case the substitution found in MNCs DNA was identified by direct sequencing also in DNA from buccal swab and thus annotated as a SNP. Other documented mutations in variable proportions involved ASXL1, SRSF2, SF3B1, EZH2, CBL, DNMT3A, MPL, NOTCH1, NOTCH2, N- and K-RAS. Among patients who were investigated with sequential samples collected at different time points and/or different disease phases, TET2, SRSF2 and ASXL1 mutations were documented from the first presentation in all cases, suggesting their acquisition as early events possibly driving molecular mechanisms of disease onset. In contrast, besides RAS mutations, which were detected at the time of disease progression from the MD- to the MP-variant in 2 patients, other aberrations possibly associated with disease evolution included EZH2 and CBL mutations, both detected in a small fraction of cells at diagnosis but significantly expanding after progression to MP-CMML. Of note, in one case harboring TET2, ASXL1, EZH2 and CBL concomitant mutations the sequencing of DNA from purified CD3+ cells unveiled the presence of TET2, ASLX1 and CBL mutations also in a significant fraction of T-lymphocytes, suggesting the aberration to possibly arise in a multipotent progenitor, whereas the EZH2 mutation appeared restricted to the myeloid lineage. A combined analysis of sequential samples and single-cell-derived colonies is currently ongoing to better elucidate clonal evolution in CMML, which in turn could help the improvement of disease classification as well as the early identification of patients at risk of disease evolution. Disclosures: No relevant conflicts of interest to declare.


2016 ◽  
Vol 7 (4) ◽  
Author(s):  
Paul C Langley

Next generation sequencing (NGS) has the potential to disrupt not only the accepted process of drug development but also the hurdles a drug manufacturer would be expected to face in securing formulary approval and a possible premium price for the new compound. The purpose of this commentary is to consider the role of NGS in this process, one which is characterized as a process of creative destruction, where adoption of NGS in personalized medicine sets in train a mechanism of incessant product and process review. A mechanism driven by continuing modifications and extensions to NGS platforms as our understanding of the role of mutations and mutation load in therapy choice expands. At the same time this mechanism has significant implications for the continued revision of treatment guidelines and their adoption of NGS as integral parts of the treatment pathway. There are, however, a number of unresolved issues which have to be addressed. These include the choice of NGS platform, barriers to integrating evidence to support NGS-based therapy choices in treatment guidelines, the implications of NGS for drug development and the modification or rejection of current trial structures, the integration of comorbid disease states and the standards that formulary committees should adopt to evaluate NGS claims. The overarching theme, however, is the need to invest in a robust and credible evidence base. While we are a long way from achieving this, the focus must be on putting claims for therapy choice forward that are credible, evaluable and replicable.   Type: Commentary


2020 ◽  
Vol 12 (s1) ◽  
Author(s):  
Torsten Haferlach

AML diagnostics, initially based solely on morphological evaluation, now relies on multiple disciplines to reach its full potential. Only by integrating the results of cytomorphology, cytochemistry, immunophenotyping, cytogenetics and molecular genetics it is possible to fulfil WHO classification and ELN prognostication systems. Especially molecular genetics has gained a lot of interest over the last decade, mainly through the introduction of next generation sequencing (NGS). NGS application ranges from the investigation of single genes and panels to even whole exomes, transcriptomes and genomes. In routine AML diagnostics panels are the preferred NGS methodology. Here, we will review the power and limitations of NGS in the context of diagnosis, prognosis and precision medicine. Due to high dimensionality, NGS data interpretation is challenging but it also offers a unique investigatory chance and the opportunity to apply data mining techniques such as artificial intelligence. We will also reflect on how the incorporation of the improved knowledge base into routine diagnostics can pave the way for better treatment and more cure in AML.


2020 ◽  
Vol 20 (1) ◽  
Author(s):  
Weiyuan Li ◽  
Ganggang Yang ◽  
Dengke Yang ◽  
Dong Li ◽  
Qian Sun

Abstract Background Long noncoding RNAs (lncRNAs) are important functional regulators of many biological processes of cancers. However, the mechanisms by which lncRNAs modulate androgen-independent prostate cancer (AIPC) development remain largely unknown. Methods Next-generation sequencing technology and RT-qPCR were used to assess LEF1-AS1 expression level in AIPC tissues and adjacent normal tissues. Functional in vitro experiments, including colony formation, EDU and transwell assays were performed to assess the role of LEF1-AS1 in AIPC. Xenograft assays were conducted to assess the effect of LEF1-AS1 on cell proliferation in vivo. Chromatin immunoprecipitation (ChIP) and RNA binding protein immunoprecipitation (RIP) assays were performed to elucidate the regulatory network of LEF1-AS1. Results The next-generation sequencing results showed that LEF1-AS1 is significantly overexpressed in AIPC. Furthermore, our RT-qPCR assay data showed that LEF1-AS1 is overexpressed in AIPC tissues. Functional experiments showed that LEF1-AS1 promotes the proliferation, migration, invasion and angiogenic ability of AIPC cells in vitro and tumour growth in vivo by recruiting the transcription factor C-myb to the promoter of FZD2, inducing its transcription. Furthermore, LEF1-AS1 was shown to function as a competing endogenous RNA (ceRNA) that sponges miR-328 to activate CD44. Conclusion In summary, the results of our present study revealed that LEF1-AS1 acts as a tumour promoter in the progression of AIPC. Furthermore, the results revealed that LEF1-AS1 functions as a ceRNA and regulates Wnt/β-catenin pathway activity via FZD2 and CD44. Our results provide new insights into the mechanism that links the function of LEF1-AS1 with AIPC and suggests that LEF1-AS1 may serve as a novel potential target for the improvement of AIPC therapy.


2020 ◽  
Author(s):  
Weiyuan Li ◽  
Ganggang Yang ◽  
Dengke Yang ◽  
Dong Li ◽  
Qian Sun

Abstract Background: Long noncoding RNAs (lncRNAs) are important functional regulators of many biological processes of cancers. However, the mechanisms by which lncRNAs modulate androgen-independent prostate cancer (AIPC) development remain largely unknown.Methods: Next-generation sequencing technology and RT-qPCR were used to assess LEF1-AS1 expression level in AIPC tissues and adjacent normal tissues. Functional in vitro experiments, including colony formation, EDU and transwell assays were performed to assess the role of LEF1-AS1 in AIPC. Xenograft assays were conducted to assess the effect of LEF1-AS1 on cell proliferation in vivo. Chromatin immunoprecipitation (ChIP) and RNA binding protein immunoprecipitation (RIP) assays were performed to elucidate the regulatory network of LEF1-AS1.Results: The next-generation sequencing results showed that LEF1-AS1 is significantly overexpressed in AIPC. Furthermore, our RT-qPCR assay data showed that LEF1-AS1 is overexpressed in AIPC tissues. Functional experiments showed that LEF1-AS1 promotes the proliferation, migration, invasion and angiogenic ability of AIPC cells in vitro and tumour growth in vivo by recruiting the transcription factor C-myb to the promoter of FZD2, inducing its transcription. Furthermore, LEF1-AS1 was shown to function as a competing endogenous RNA (ceRNA) that sponges miR-328 to activate CD44.Conclusion: In summary, the results of our present study revealed that LEF1-AS1 acts as a tumour promoter in the progression of AIPC. Furthermore, the results revealed that LEF1-AS1 functions as a ceRNA and regulates Wnt/β-catenin pathway activity via FZD2 and CD44. Our results provide new insights into the mechanism that links the function of LEF1-AS1 with AIPC and suggests that LEF1-AS1 may serve as a novel potential target for the improvement of AIPC therapy.


2018 ◽  
Vol 21 (2) ◽  
pp. 49-53 ◽  
Author(s):  
B Smolović ◽  
D Muhović ◽  
A Hodžić ◽  
G Bergant ◽  
B Peterlin

Abstract We report the case of a 41-year-old man on conservative treatment for more than 20 years for chronic renal insufficiency, chronic hepatitis and recurrent cholangitis. Following lengthy and extensive diagnostics, the differential diagnosis included primary sclerosing cholangitis and Caroli’s disease (CD). To solve the diagnostic challenge, next generation sequencing (NGS) was performed to distinguish between the disorders possibly present in the patient. The diagnosis of CD became evident after two rare known pathogenic mutations were detected in the poly-ductin 1 (PKHD1) gene, c.370C>T (p.Arg124Ter) and c.4870C>T (p.Arg1624Trp). In this case, NGS was instrumental in solving the diagnostic challenge, allowing differentiation among the proposed genetic and non-genetic ethiologies.


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