Gene Expression Profiling of FFPE Samples: A Titration Test.
Author(s): Manjunath HS, Al Khulaifi M, Sidahmed H, Ammar A, Vadakekolathu J, Rutella S, Al-Mohannadi MJ, Elawad M, Mifsud W, Charles A, Maccalli C, Tomei S
Publication: Technol Cancer Res Treat, 2022, Vol. 21, Page 15330338221129710
PubMed ID: 36415121 PubMed Review Paper? No
Purpose of Paper
The purpose of this paper was to compare the yield and quality of RNA extracted from non-matched pediatric formalin-fixed paraffin embedded (FFPE) gut biopsies using two different kits and to assess the impact of RNA integrity and input amount on expression profiling of FFPE resection specimens using NanoString.
Conclusion of Paper
The RNAstorm Kit yielded significantly more RNA and RNA with a higher ratio of absorbance at 260 nm to 230 nm (A260/A230) from non-matched pediatric biopsies than RNA extracted using the AllPrep Kit. Because the quantity of RNA obtained from pediatric biopsies was insufficient for analysis by NanoString, NanoString analysis was only used to assess two different RNA input amounts in adult FFPE specimens that underwent extraction with the AllPrep Kit. Clustering based on the first four principal components was observed for pairs from the same specimen, but was not based on the percentage of fragments >200 nt (DV200) or RNA input amount. The specimen with a DV200 <30% was flagged during quality control, had fewer than 100 genes detected regardless of input amount, and displayed weaker correlations in expression between the two input amounts than specimens with DV200 >30%. As expected, the number of genes detected above background and the expression correlation for housekeeping genes increased for all five specimens when twice as much RNA was used as input. While the expression levels of highly expressed genes (top 50%) and housekeeping genes were very strongly correlated between the two input amounts for four of the five specimens with a DV200 >30%, levels of genes with low expression (bottom 50%) were only strongly correlated between the two RNA input amounts.
Studies
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Study Purpose
The purpose of this paper was to compare the yield and quality of RNA extracted from non-matched pediatric formalin-fixed paraffin embedded (FFPE) gut biopsies using two different kits. The impact of RNA integrity and input amount on expression profiling using NanoString was investigated by comparing results obtained using two different input amounts and from five FFPE gut specimens with different DV200 values. The study included 11 FFPE gut tissues surgically resected from patients with colorectal dysplasia or neoplasia and a history of inflammatory bowel disease (IBD) and 35 FFPE biopsies from pediatric patients with either IBD, inflamed, or normal tissues. Details regarding FFPE processing and block storage were not included. RNA was extracted from two 10 µm sections using either the AllPrep DNA/RNA FFPE Kit (all 11 adult specimens and 20 pediatric biopsies) or the RNAstorm FFPE RNA Extraction Kit (15 pediatric biopsies). RNA yield was quantified by NanoDrop and RNA integrity was evaluated using the Agilent RNA 6000 Pico Kit on a Bioanalyzer instrument. Gene expression in five specimens from adult patients with different DV200 values was assessed using the PanCancer IO360 Panel on a nCounter Digital Analyzer at 555 fields of view. Gene expression for each specimen was assessed using both the recommended input and twice the recommended input.
Summary of Findings:
Extraction with the AllPrep Kit yielded an average of 5.41 µg (range: 0.38-23.85 μg) of RNA from the adult FFPE specimens and 392.02 ng (range: 39.0-2039.0 ng) from the pediatric FFPE specimens, with A260/A280 ratios of 2.01 and 2.11, respectively, and A260/A230 ratios of 0.97 and 0.15, respectively. Use of the RNAstorm Kit for extraction from FFPE pediatric specimens led to slightly higher yields (999.0 ng, range of 33.0-2534.0 ng) and A260/A280 and A260/A230 ratios of 1.8 and 0.89, respectively. The RNAstorm Kit yielded significantly more RNA and higher A260/A230 values from non-matched pediatric biopsies than the AllPrep Kit (P=0.0266 and P<0.0001, respectively). Because the quantity of RNA obtained from pediatric biopsies was insufficient for analysis by NanoString, NanoString analysis was only used to assess two different RNA input amounts in adult FFPE specimens that underwent extraction with the AllPrep Kit. The binding density in the NanoString assay was only proportionate to the amount of RNA input for one of the five specimens (DV200=50-70%). The specimen with a DV200 <30% was flagged during quality control for having a normalization factor >10-fold different from the average regardless of input amount, after normalization of data to the geometric mean of the housekeeping genes. The authors stated that this likely indicates an insufficient number of gene counts, which was confirmed by < 100 genes detected even when the RNA input was doubled. As expected, the number of genes detected above background and the expression correlation for housekeeping genes increased for all five specimens when twice as much RNA was used as input. Clustering based on the first four principal components was observed for sample pairs that differed in in RNA input amounts, but clustering was not based on DV200 value or RNA input amount. While housekeeping gene expression was very strongly correlated between the two different RNA input amounts for specimens with a DV200 >30% (R2>0.9), the correlation was strong for specimens with a DV200 <30% (R2>0.739). While levels of highly expressed genes (top 50%) were very strongly correlated between samples from the same specimen that had different RNA input amounts among the four specimens with a DV200 value >30% (R2>0.9), levels of lowly expressed genes (bottom 50%) were only strongly correlated (R2>0.8 for all but one specimen with a DV200 >70%). Upon further analysis, the authors determined that the specimen with lower correlation values and a DV200 >70% had an “abnormal smear” in the gel image which may reflect contamination and have interfered with the DV200 calculation.
Biospecimens
Preservative Types
- Formalin
Diagnoses:
- Irritable Bowel Syndrome
- Normal
- Neoplastic - Carcinoma
Platform:
Analyte Technology Platform RNA Automated electrophoresis/Bioanalyzer RNA DNA microarray RNA Spectrophotometry Pre-analytical Factors:
Classification Pre-analytical Factor Value(s) Analyte Extraction and Purification Analyte isolation method AllPrep DNA/RNA FFPE kit
RNAstorm FFPE RNA extraction kit
DNA microarray Specific Template/input amount Recommended input
Twice the recommended input
DNA microarray Specific Quality metrics DV200 <30%
DV200=30-50%
DV200=50-70%
DV200>70%
