Use and Misuse of C in qPCR Data Analysis and Reporting.

Life (Basel)

Department of Medical Biology, Amsterdam University Medical Centres, Location Academic Medical Center, Meibergdreef 15, 1105AZ Amsterdam, The Netherlands.

Published: May 2021

In the analysis of quantitative PCR (qPCR) data, the quantification cycle (C) indicates the position of the amplification curve with respect to the cycle axis. Because C is directly related to the starting concentration of the target, and the difference in C values is related to the starting concentration ratio, the only results of qPCR analysis reported are often C, ΔC or ΔΔC values. However, reporting of C values ignores the fact that C values may differ between runs and machines, and, therefore, cannot be compared between laboratories. Moreover, C values are highly dependent on the PCR efficiency, which differs between assays and may differ between samples. Interpreting reported C values, assuming a 100% efficient PCR, may lead to assumed gene expression ratios that are 100-fold off. This review describes how differences in quantification threshold setting, PCR efficiency, starting material, PCR artefacts, pipetting errors and sampling variation are at the origin of differences and variability in C values and discusses the limits to the interpretation of observed C values. These issues can be avoided by calculating efficiency-corrected starting concentrations per reaction. The reporting of gene expression ratios and fold difference between treatments can then easily be based on these starting concentrations.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229287PMC
http://dx.doi.org/10.3390/life11060496DOI Listing

Publication Analysis

Top Keywords

qpcr data
8
starting concentration
8
values
8
pcr efficiency
8
gene expression
8
expression ratios
8
starting concentrations
8
pcr
5
starting
5
misuse qpcr
4

Similar Publications

Multiomics integration and machine learning reveal prognostic programmed cell death signatures in gastric cancer.

Sci Rep

December 2024

Clinical Teaching Hospital of Medical School, Nanjing Children's Hospital, Nanjing University, Nanjing, 210008, China.

Gastric cancer (GC) is characterized by notable heterogeneity and the impact of molecular subtypes on treatment and prognosis. The role of programmed cell death (PCD) in cellular processes is critical, yet its specific function in GC is underexplored. This study applied multiomics approaches, integrating transcriptomic, epigenetic, and somatic mutation data, with consensus clustering algorithms to classify GC molecular subtypes and assess their biological and immunological features.

View Article and Find Full Text PDF

Novel isothermal nucleic acid amplification method for detecting malaria parasites.

Appl Microbiol Biotechnol

December 2024

Laboratório de Pesquisa em Malária, Instituto Oswaldo Cruz (IOC), Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro, Brazil.

Malaria, a parasitic disease caused by Plasmodium spp. and transmitted by Anopheles mosquitoes, remains a major global health issue, with an estimated 249 million cases and 608,000 deaths in 2022. Rapid and accurate diagnosis and treatment are crucial for malaria control and elimination.

View Article and Find Full Text PDF

High-grade serous ovarian cancer (HGSOC) remains the most lethal gynecological malignancy, and there is still an unmet medical need to deepen basic research on its origins and mechanisms of progression. Patient-derived organoids of high-grade serous ovarian cancer (HGSOC-PDO) are a powerful model to study the complexity of ovarian cancer as they maintain, in vitro, the mutational profile and cellular architecture of the cancer tissue. Genetic modifications by lentiviral transduction allow novel insights into signaling pathways and the potential identification of biomarkers regarding the evolution of drug resistance.

View Article and Find Full Text PDF

This work aimed to evaluate the relative gene expression of the candidate genes , , , , and involved in the defense response to Black Sigatoka in banana cultivars Calcutta-4, Krasan Saichon, Grand Nain, and Akondro Mainty, by a quantitative real-time PCR. Biotic stress was imposed on 6-month-old plants during five sampling intervals under greenhouse conditions. The and genes were upregulated for the Calcutta-4- and Krasan Saichon-resistant cultivars, and were validated in this study.

View Article and Find Full Text PDF

Introduction: To evaluate the impact of TACI fusion protein (TACI-Ig) on IgA nephropathy (IgAN) in rats, and to explore its mechanism and relationship with TLR4/MyD88/NF-κB pathway.

Method: Sprague Dawley(SD)rats were divided into six groups: control, model, TACI-Ig low dose (TACI-Ig-L), medium dose (TACI-Ig-M), high dose (TACI-Ig-H), and prednisone acetate (PAT) group. The control group and model group received physiological saline injections, while the TACI-Ig groups were administered doses of 7.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!