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Gene & Protein in Disease                                      A pyroptosis-related gene signature in myeloma




            Table 1. (Continued)                               Table 2. Sequence of primers used in quantitative reverse-
                                                               transcription polymerase chain reaction
            Gene symbol                 Definition
                                                               Caspase 3 (CASP3)
            NLRP3            NLR family pyrin domain containing 3
                                                                Forward   5’-CATGGAAGCGAATCAATGGACT-3’
            NLRP6            NLR family pyrin domain containing 6
                                                                Reverse   5’-CTGTACCAGACCGAGATGTCA-3’
            NLRP7            NLR family pyrin domain containing 7
                                                               Caspase 8 (CASP8)
            NLRP9            NLR family pyrin domain containing 9
                                                                Forward   5’-AAGAGCCAGGGTGGTTATTGAAAGT-3’
            NOD1             Nucleotide binding oligomerization domain
                             containing 1                       Reverse   5’-ATCTCCTCCTTTCTAGTGTTTAGGT-3’
            NOD2             Nucleotide binding oligomerization domain   Charged multivesicular body protein 2A (CHMP2A)
                             containing 2                       Forward   5’-CTACTGCGGCAGAACCAG-3’
            PJVK             Pejvakin/deafness, autosomal recessive 59  Reverse  5’-CATCATTCATCATCTCCTCCT-3’
            PLCG1            Phospholipase C gamma 1           Charged multivesicular body protein 3 (CHMP3)
            PRKACA           Protein kinase cAMP-activated catalytic   Forward  5’-ATGGGGCTGTTTGGAAAGACC-3’
                             subunit alpha
                                                                Reverse   5’-TTTGCCTGTCAACAACTCTCAT-3’
            PYCARD           PYD and CARD domain containing
                                                               Charged multivesicular body protein 6 (CHMP6)
            SCAF11           SR-related CTD associated factor 11  Forward  5’-AAGGCCATCCTGCAACTGAAG-3’
            TIRAP            TIR domain containing adaptor protein
                                                                Reverse   5’-GCTGCTCCTGGTATCGCTT-3’
            TNF              Tumor necrosis factor
                                                               Forkhead box O3 (FOXO3)
            TP53             Tumor Protein P53
                                                                Forward   5’-CGGACAAACGGCTCACTCT-3’
            TP63             Tumor Protein P63
                                                                Reverse   5’-GGACCCGCATGAATCGACTAT-3’
                                                               Glyceraldehyde-3-phosphate dehydrogenase (GAPDH)
            to assess the immune environment between different risk   Forward  5’-GGAGCGAGATCCCTCCAAAAT-3’
            groups.  TIDE aims to predict the effectiveness of initial   Reverse  5’-GGCTGTTGTCATACTTCTCATGG-3’
                  37
            treatments with immune checkpoint inhibitors, such as   Nucleotide-binding oligomerization domain containing 2 (NOD2)
            anti-PD1  or  anti-CTLA4,  in  MM  patients.  Compared  to
            other markers, including PD-L1 expression and mutation   Forward  5’-TGGTTCAGCCTCTCACGATGA-3’
            load, TIDE offers higher predictive accuracy. 38,39  Reverse  5’-CAGGACACTCTCGAAGCCTT-3’
                                                               Phospholipase C gamma 1 (PLCG1)
            2.6. Analyzing the gene expression of the PRG       Forward   5’-GCTTCTATGTAGAGGCAAACC-3’
            signature in vitro
                                                                Reverse   5’-GCCACTTCACGGATCTTTT-3’
            The OPM-2 MM cell line was treated with etoposide with
            a concentration of 0, 5, or 20 µg/mL for 48 h, and the cells   2.7. Statistical analysis
            were then collected to extract total RNA by using the
            RNAeasy™ Plus Isolation Kit (Beyotime Biotechnology Co.,   All statistical analyses were conducted using R software
            Ltd., Shanghai, China). The total RNAs were subjected to   version  4.0.1, with statistical significance defined as
            synthesize cDNA using TransScript Reverse Transcriptase   *P < 0.05, **P < 0.01, and ***P < 0.001.
            Kit (TransGen Biotech, Beijing, China). Reverse-   3. Results
            transcription quantitative polymerase chain reaction
            (qRT-PCR) was conducted in accordance to the assay   3.1. The expression profile of PRGs in MM patients
            manufacturer’s instructions (TaKaRa Biotech, Dalian,   and healthy individuals
            China). The primers used for each gene are shown in   After  a  comprehensive  literature  review,  we  selected  57
            Table 2. The specific steps for qRT-PCR are as follows: (1)   PRGs for analysis. The expression landscape of these 57
            the reaction mixture was loaded into a qPCR instrument   PRGs was examined, and the results are illustrated in the
            (TaKaRa Biotech, Dalian, China), and thermal cycling   heatmap shown in  Figure  1A. Among these PRGs, 53
            conditions,  typically involving  denaturation, annealing,   were identified as DEGs, of which 22 genes were markedly
            and extension phases, were set. (2) During amplification,   downregulated in MM patients, including BAX, CHMP2A,
            the fluorescent dye binds to the DNA, allowing real-time   CHMP3, CHMP4A, CYCS, GSDME, HMGB1, IL18, IL1A,
            quantification of DNA levels. (3) The changes in transcript   TP63, CASP-6,  -9, GPX4, GSDMA, GSDMC, NLRP2,
            levels were quantified using the comparative 2 −∆∆CT  method.  NOD1, PLCG1, PRKACA, SCAF11, NAIP, and  APIP.


            Volume 3 Issue 4 (2024)                         4                               doi: 10.36922/gpd.4534
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