Clinical characterization and study
The study included in total 196 Polish patients hospitalized at the Department of Gastroenterology, Dietetics and Internal Diseases of the Medical University in Poznan with a confirmed diagnosis of CD based on a history, physical examination, endoscopy and MR enterography were examined. All subjects were treated with anti-TNF therapy under the therapeutic program of the National Health Fund (the official reimbursement program for all biological therapies in Poland) at the Gastroenterology Clinic in years 2017–2021. We included in the study biologically naïve patients > 18 years old with active CD and after treatment failure or intolerance to first-line therapies such as mesalamine, corticosteroids and/or immunosuppressants. Belonging to the exclusion criteria was the presence of an ileostomy or colostomy and infectious complications (including intraabdominal infections). The diagnosis was based on predefined criteria (Gomollón et al. 2017) and clinical disease and clinical disease activity was assessed using the Crohn's Disease Activity Index (CDAI) (Best et al. 1976). Individuals who had never smoked or had quit smoking for at least 10 years prior to participating in the study were considered non-smokers. Patients were administered infliximab (IFX) infusions at a dose of 5 mg/kg body weight at weeks 0, 2, 6 (induction phase) and then every 8 weeks up to a year (54 weeks - maintenance phase). Adalimumab (ADA) was administered subcutaneously at week 0 at a dose of 160 mg, 80 mg at week 2, then 40 mg every other week for up to one year (54 weeks). Response to anti-TNF treatment was assessed after 12 weeks of treatment. The CDAI score was used to determine the clinical response. Clinical response was defined as a reduction in CDAI of ≥ 70 points. In patients with fistulas, a complete response was defined as complete cessation of drainage of all fistulas, while a partial response was defined as a reduction of at least 50%, but not drainage of all fistulas. We also assessed the biological parameter (C-reactive protein, CRP), endoscopic response (simple endoscopic assessment of Crohn's disease, SES-CD) and MRI (simple assessment of enterographic activity in Crohn's disease, SEAS-CD) (Daperno et al. 2004; Eder et al. 2013). These parameters were assessed twice - before treatment and after 12 weeks of induction therapy. The scheme of our study consisted of four stages and it is shown in Fig. 1.
In the first step of DNA isolation from collected peripheral blood samples we performed sequencing of the CASP9 gene (from 5’UTR to exon 9 with 3’ untranslated region, UTR) in group of 96 CD patients (86 responders and 10 non-responders to anti-TNF mAbs) using NGS technology. In the second step of our research after NGS results interpretation and enlargement of CD patients group to 196 subjects treated with anti-TNF we performed analysis of the CASP9 gene promotor with exons 1, 2 and 3. Table S1 in supplementary material presents whole patients group characteristics. The third step of current research involving CASP9 gene expression in CD patients in two types of material was carried out. The first group consisted of 19 individuals, for whom the research was carried out on tissue material collected during a routine colonoscopy. The second group included 13 patients, from whom peripheral blood samples for cell culture studies were collected. The detailed clinical characteristics of both studied groups are presented in supplementary material (Table S2 and Table S3). The control groups for CASP9 gene expression studies consisted of 6 healthy (2 female, 4 male) subjects with the average age of 46.7 years in mucosal studies and 8 healthy subjects (4 female, 4 male) with average age 40.2 years in PBMCs culture studies.
All subjects gave their written consent to carry out genetic testing, endoscopy, MR enterography and serum testing for the assessment of biochemical parameters. The research was approved by the Bioethics Committee of the Medical University in Poznan under Resolution No. 762/13 approved on 9 November 2013 and Resolution No. 1042/18 approved on 11 October 2018. All experiments were performed in accordance with the principles of the 1964 Declaration of Helsinki with its later amendments.
DNA isolation, next generation and Sanger sequencing analysis
Genomic DNA was isolated from the peripheral blood of all participants using the method with guanidine isothiocyanate and stored at 4°C in a TE buffer containing 1 mM EDTA and 10 mM Tris-Cl. Next, the amplification of CASP9 gene regions were performed using PCR primers sequences presented in Table 1.
Table 1
Primers details CASP9 gene.
CASP9 region | Method | Coordinates (GRCh38/ hg38) | Sequences 5’→3’ | Product lenght bp | Anne. temp. °C |
5′ flanking - exon 3* | NGS | chr1:15517640–15527223 | F: CAGCATATCCAGGACCAGGAAGAAG R: GGTCTAATGATACCTGCCTTGCAAGG | 9584 | 65 |
Exons 4–7* | NGS | chr1:15498561–15508228 | F: AACTGTTGTTAGATTGGTTGTTTCCA R: AACTGTCCACTATATCATAGGCACTC | 9668 | 65 |
Exons 8–9* | NGS | chr1:15492057–15499341 | F:CTGCAGCTTTCTACAGTTCTCTAATG R:AATAAGACATGAATAAATGGGGCTGG | 7285 | 65 |
Promoter Part 1 | Sanger | chr1:15525230–15525613 | F: GAACGATGGGAGTTTACAGGAC R: CAATTCTGGCACCAGTTCCT | 384 | 63 |
Promoter Part 2 | Sanger | chr1:15524787–15525252 | F: ACCAGGAACTGGTGCCAGAA R: ATCTAGAAGGTCTCGCCCCG | 466 | 63 |
Promoter Part 3 | Sanger | chr1:15524400–15524806 | F: CGGGGCGAGACCTTCTAGATGC R: CGCCCTCAGGACGCACCTCT | 407 | 55 |
Exon 1 | Sanger | chr1:15523925–15524337 | F: GGTGGGGAGCGAAGACTGACC R: ACACCCGACTAAGAGGTGTTTG | 413 | 64 |
Exon 2 | Sanger | chr1:15517919–15518551 | F: GCAAAGGCTGGTAAATGGCA R: ATGCTTTTCAGAGGAGGGGC | 633 | 60 |
Exon 3 | Sanger | chr1:15523989–15524336 | F: GTGGGGAGCGAAGACTGAC R: GCTAGGCTCCCGCACAAC | 348 | 60 |
* primers and PCR conditions previously described in Walczak et al, 2019; F – primer forward; R – primer reverse; Anne. temp. – annealing temperature |
For NGS amplicon library preparation based on a total of 3 amplicons from each patient were prepared using previously described conditions (Walczak et al. 2019). According to the manufacturer’s protocol, 1 ng of the pooled DNA fragments was subjected to the Nextera XT procedure (Illumina) using transposome technology. Finally, using the Nextera XT DNA Sample Preparation Kit (Illumina) and the Nextera® XT Index Kit (96) (Illumina), we obtained one hundred and seven both-side indexed DNA libraries ready for high-throughput sequencing. The normalization of all libraries was carried out with magnetic beads, according to the Nextera XT procedure. Sequencing on the Illumina MiSeq platform was performed as paired-end targeted resequencing using the MiSeq Reagent Kit v2 (300 cycle) (Illumina).
PCR program for amplification of the promotor regions and exons 1, 2 and 3 for Sanger sequencing, started with initial denaturation at 95°C for 4 min, followed by 32 cycles of denaturation at 94°C for 30 s, annealing at a temperature shown in Table 1 for each fragment, respectively for 30 s, and extension at 72°C for 1 min, as well as a final extension step at 72°C for 7 min. Then, Sanger sequencing was performed in both directions on an Applied Biosystems 3500 Genetic Analyzer using a BigDye® Terminator v3.1 Cycle Sequencing Kit (Thermo Fisher Scientific, Waltham, MA, USA), according to the manufacturer's instructions. The results were analyzed using the Sequencing Analysis Software system.
Biopsy Preparation
Approximately 1–2 mg of biopsies were obtained from sites of inflammation and non-inflamed regions from treatment-naïve patients with CD and from healthy controls during a colonoscopy. Next, the collected biopsies were suspended in 300 µl of RNALatter® reagent (Sigma) and frozen at − 80°C until RNA isolation started.
PBMCs Isolation, Culture, and Treatment With the Antibody
PBMCs were isolated from 9 ml samples of whole blood using LYMPHOSEP™ (MP Biomedicals LLC, Ohio, USA), according to the manufacturer’s instructions. The obtained pellet was suspended in 4 ml of a Lymphogrow medium (Cytogen-Polska Sp. z o.o., Zgierz, Poland) containing phytohemagglutinin (PHA) and recombinant IL-2 (4 ng, 100 U, BioLegend, San Diego, CA, USA). The suspension was then transferred to a 25-ml vessel for adherent culture. Cells were grown under standard conditions at 37◦C, 5% CO2 with shaking for 24 h. Non-adherent cells were washed with PBS and transferred to a 25-ml vessel for suspension culture with fresh Lymphogrow medium supplemented with IL2. After another 48 h, the cells were passaged and maintained in a culture using a standard RPMI-1630 medium supplemented with L-glutamine (2 mM), FBS (10%), penicillin (100 IU/ml), streptomycin (100 µg/ml), and with the addition of IL-2. Cell differentiation was measured by CD3, CD4, CD8, CD45, and HLA-DR by flow cytometry analysis. In the third passage, anti-TNF mAbs’ (Sigma) was added (10 µg/ml). In parallel, a control culture without the addition of the antibody was carried out. After 72 h of culture, cells were collected and suspended in 200 µl stayRNA solution (A&A Biotechnology, Gdansk, Poland) and frozen at − 80°C for RNA isolation.
CASP9 gene expression studies
RNA Isolation, cDNA Synthesis, and Quality Control
Cells or mucosal tissue samples suspended in stayRNA™ (A&A BIOTECHNOLOGY, Gdansk, Poland) were homogenized with electric homogenizer and subjected to RNA isolation with TRIzol™ Reagent (Life Technologies, Carlsband, California), according to the manufacturer’s procedure. For all obtained RNA samples, a quantitative and qualitative evaluation was carried out using Agilent RNA 6000 Nano Kit and the Bioanalyzer 2.0 equipment (Agilent, Santa Clara, CA, USA). A 2 µg of total RNA with RIN ≥ 7 was converted to cDNA with an iScript Advanced Reverse Reaction kit (Bio-Rad) with the following conditions: 25°C for 5 min – annealing step, 42°C for 30 min – reverse transcription and 95°C for 1 min – inactivation.
Real-Time Quantitative PCR (RT-qPCR)
The mRNA level of the CASP9 gene was measured by a real-time quantitative polymerase chain reaction on a BioRad CFX Connect 96-well Thermal Cycler (Bio-Rad Laboratories, Inc., Hercules, California, United States) using the iTaq UniverSYBR Green assay (Bio-Rad Laboratories, Inc., Hercules, California, USA), according to the manufacturer’s instructions. Specific primers: 1) forward 5’- GAGAATTGACCCTGGGGACAG-3’, reverse 5′- GCAGGACGCATCTCCAACG-3’ for amplification of 108 bp-length fragment of CASP9 gene were designed by a Primer-BLAST tool. Primers for reference PPIA and RPLP0 genes, were ordered as PrimePCRTM SYBR® Green Assay by Bio-Rad Laboratories, Inc. manufacturer. Results of qPCR reactions are presented as dCt = (dCtreference gene – dCtgene of interest). Every reaction was performed in duplicates.
Bioinformatic and statistical analysis
The NGS reads generated in analysis were aligned to the hg19 reference genome using a Burrows–Wheeler Aligner (BWA. version 0.7.5) (Li et al, 2009). For PCR duplicates marking Picard (version 2.1.0) were used. Local realignment around indels and a base quality score recalibration were carried out, followed by calling the variants by the Genome Analysis Toolkit (GATK version 3.5), in accordance with the GATK best practice procedure (McKenna et al. 2010). Next, single nucleotide variants were identified by means of using a HaplotypeCaller module and annotated by the VariantAnnotator module.
The comparison of interval data between responders and non-responders was conducted by nonparametric Mann–Whitney test, since the data did not follow the normal distribution pattern (Shapiro–Wilk test). The chi-square test was used for comparing nominal data, as well as to determine whether the association between the allele frequencies and the response to treatment was significant. Those analyses were performed using STATISTICA 13.3 software (StatSoft, Inc.) and PQStat 1.8.4 (PQStat Software, Poland) and all tests were considered significant at p < 0.05. After selecting variants that identified as statistically significant in the percentage of particular allele distribution between the group of responders and non-responders to anti-TNF treatment, in the next step, we used an odds ratio (OR) to demonstrate how many times more often a particular variant occurred in non-responder patients comparing to responder patients. OR is considered statistically significant when its 95% confidence interval (95% CI) does not contain 1. The analysis of genotypes distribution concordance with Hardy–Weinberg equilibrium and calculations of odds ratios (OR) with confidence intervals (CI) have been performed using the online calculator of Court-lab HW calculator (Court Lab - HW Calculator, (scribd.com) accessed on date 25.07.2023).
For the RT-qPCR data, in the case of lymphocytes, the Mann-Whitney non-parametric test was used to compare median value of the three groups – controls, responders and nonresponding patients in reference to conditions with and without anti-TNF infliximab antibody. Comparison between tissue samples from controls, responders (inflammed and non-inflammed) and non-responders (inflammed and non-inflammed tissue) was conducted with Kruskal-Wallis one-way analysis of variance. P-values < 0.05 were considered as statistically significant. All analyses were performed using R software 3.6.1 and RStudio.