Predicting the therapeutic response to biologics before administration is a key clinical challenge in ulcerative colitis (UC). We previously reported a model for predicting the efficacy of vedolizumab (VDZ) for UC using a machine-learning approach. Ustekinumab (UST) is now available for treating UC, but no model for predicting its efficacy has been developed. When applied to patients with UC treated with UST, our VDZ prediction model showed positive predictive value (PPV) of 56.3% and negative predictive value (NPV) of 62.5%. Given this limited predictive ability, we aimed to develop a UST-specific prediction model with clinical features at baseline including background factors, clinical and endoscopic activity, and blood test results, as we did for the VDZ prediction model. The top 10 features (Alb, monocytes, height, MCV, TP, Lichtiger index, white blood cell count, MCHC, partial Mayo score, and CRP) associated with steroid-free clinical remission at 6 months after starting UST were selected using random forest. The predictive ability of a model using these predictors was evaluated by fivefold cross-validation. Validation of the prediction model with an external cohort showed PPV of 68.8% and NPV of 71.4%. Our study suggested the importance of establishing a drug-specific prediction model.
Tag: ulcerative colitis
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Machine learning using clinical data at baseline predicts the medium-term efficacy of ustekinumab in patients with ulcerative colitis
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P511 Short-term real-world effectiveness and safety of granulocyte and monocyte adsorptive apheresis (GMA) in patients with inflammatory bowel disease: GRACE Study
Journal of Crohn’s and Colitis, Volume 18, Issue Supplement_1, January 2024, Page i1011, doi.org=10.1093/ecco-jcc/jjad212.0641
Background
The clinical efficacy of granulocyte and monocyte adsorptive apheresis (GMA) with Adacolumn in patients (pts) with inflammatory bowel disease (IBD) has been reported in several clinical trials (CT), with significant clinical remission rates. However, evidence on real-world effectiveness of GMA with Adacolumn in ulcerative colitis (UC) or Crohn’s disease (CD) patients who were underrepresented in CT is still limited.
Methods
GRACE is a multicentric, prospective observational study conducted at 31 centres in Spain. The study included adults (≥18 years) diagnosed with UC or CD who had been scheduled to receive GMA with Adacolumn in clinical practice. The study consisted of a baseline (GMA initiation) and 3 follow-up visits at 4, 24, and 48 weeks after the last GMA session. The primary endpoint is the steroid-free remission rate at 24 weeks. This interim analysis is focused on clinical characterization of patients and their management and outcome 4 weeks after GMA treatment.
Results
A total of 95 evaluable patients were included at data cut-off date (25 Sept 2023) (median age: 54 years; 50% men: 81% outpatients). Overall, 89.4% (n=84) of patients had UC, being moderate-to-severe in 85.5%; 57,8% had pancolitis, and the median Mayo score was 5 (interquartile range [IQR], 3-6). Out of the 10 patients (10.6%) with CD, all had B1, and 3 patients had L1, 4 L2 and 3 L3. Overall, 17% had extraintestinal manifestations. Regarding IBD-related therapy, 52.6% of patients had previously received anti-TNF agents, 37.9% thiopurines, and 17.8% JAK inhibitors. Overall, 85.3% of patients received concomitant treatment with GMA, most commonly 5-ASA (60%), corticosteroids (51,6%), ustekinumab (20%), vedolizumab (17.9%), and anti-TNF therapy (11.6%). A total of 71 patients reached the 4-week visit after receiving a median of 10 (IQR, 8-10) GMA sessions (weekly: 26.3%, biweekly: 36.8%, and weekly/biweekly: 31.6%). At week 4, clinical remission was achieved by 50.7% of patients (UC: 49.2%; CD: 66.7%), being 50% and 53.3% in patients concomitantly treated with ustekinumab and vedolizumab. Steroid-free remission rate was 26.1% (UC: 22.2%; CD: 66.7%) at week 4. Overall, 11,2% of patients experienced AEs related to GMA, most of them being mild (73%) or moderate (22.4%). Most common AEs were headache and asthenia. No SAEs were observed.
Conclusion
Preliminary data at 4 weeks show that Adacolumn is a safe and effective treatment in a cohort of IBD refractory patients with previous failure to multiple therapies including thiopurines, biologics and JAK inhibitors. Half of patients were concomitantly treated with biologics, and their clinical remission rate was similar to the overall population. Long-term results of this study (48 weeks) are required to confirm these findings.
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P996 Clinical Efficacy and Predictive Factors for the Effectiveness of Granulocyte and Monocyte Adsorption Apheresis Therapy for Ulcerative Colitis：A Retrospective Observational Single Center Study
Journal of Crohn’s and Colitis, Volume 18, Issue Supplement_1, January 2024, Page i1807, doi.org=10.1093/ecco-jcc/jjad212.1126
Background
Granulocyte and Monocyte Adsorption Apheresis (GMA) is one of the valuable non-immunosuppressive therapies in the treatment of ulcerative colitis (UC). However, due to the limited number of facilities where GMA can be performed, there are few reports on the combined effects of GMA and prednisolone (PSL), the frequency of GMA implementation or predictive factors for the effectiveness. In this study, we examined the combined effect of GMA and PSL as a remission induction therapy, the frequency of GMA and predictive factors.
Methods
A retrospective observational study was conducted at Kushiro Rosai Hospital. We analyzed clinical data from UC patients who underwent GMA from February 2015 to May 2023.
Results
The study included 54 patients (30 males and 24 females), with a median age of 48 years and a median disease duration of 2 years. The median Lichtiger-CAI (L-CAI) was 8. There were 43 patients of pancolitis. There were 51 biologics-naïve patients and 3 biologics-experienced patients. Concomitant medications included 5-ASA agents in 21 patients, immunomodulators in 7 patients, and PSL in 31 patients. The median CRP was 1.19 mg/dl and the median albumin was 3.5 g/dl. Adverse events were observed in 3 patients (fatigue, dizziness, palpitations). The median number of GMA sessions was 10, with 33 patients undergoing twice weekly and 9 patients three times weekly. The clinical remission rate was 80% (43/54), and the clinical response rate was 89% (48/54), with a significant improvement in the median L-CAI from 8 to 3 before and after GMA (P<0.001). In the comparison between the PSL concomitant group and the non-PSL group, the clinical remission rate was 83.9% (26/31) in PSL group and 73.9% (17/23) in non-PSLgroup (P=0.369). The clinical response rate was significantly higher in the PSL group (87% (27/31)) than in non-PSL group (52.2% (12/23)) (P=0.004). There was no significant difference in the clinical remission/response rate between the group that underwent GMA twice a week (76.9% (30/39)/84.6% (33/39)) and three times a week (77.8% (7/9)/77.8% (7/9)). In univariate analysis, biologics-naïve was extracted as a contributing factor to clinical remission. The cumulative remission rate at 52 weeks was 72% overall. There was no significant difference in the cumulative remission rate between the PSL group (76.8%) and the non-PSL group (67.6%) (P=0.524). There was also no significant difference between the twice-weekly group (75%) and the three-times-weekly group (57.1%) (P=0.236).
Conclusion
GMA for UC was found to be useful and safely performed as a remission induction therapy. Concomitant use of PSL increased the clinical response rate. The frequency of GMA showed that three times per week was as effective as two times per week.
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P582 Combination of granulocyte–monocyte apheresis and ustekinumab: multicentre and retrospective study
Background
Granulocyte–monocyte apheresis (GMA) selectively removes activated leukocytes and immune mediators, and it has shown to be safe and effective in treating ulcerative colitis (UC). Previous reports have also described its combination with biologics, mainly with anti-TNF.
Methods
The aim of our study was to evaluate the clinical efficacy and safety of combining GMA after primary non-response (PNR) or loss of response (LOR) to ustekinumab (UST) in patients with UC. A retrospective, multicentric study was performed in 12 IBD Units, including all patients with refractory UC who received combined GMA plus UST. The number of GMA sessions, its frequency, filtered blood volume and time of each session were compiled, along with the clinical data. Efficacy was assessed 1 and 6 months after finishing the GMA by partial Mayo score, CRP and faecal calprotectin. Data regarding UST intensification, need for new immunomodulators/biologics and surgery were also compiled. Descriptive statistics and non-parametric tests were used in the statistical analysis.
Results
Nineteen patients were included (15 UC, 2 Crohn’s disease, 2 unclassified IBD; median age 48 years (IQR, 36-63); 68% male). At baseline, 78% were receiving steroids and 23% immunomodulators. Most patients (89%) had prior exposure to anti-TNF agents and 53% to vedolizumab. Baseline Mayo score was 6.5 (IQR, 5-7), with a median CRP of 9 mg/L (IQR, 4.8-20.8) and faecal calprotectin 1,612 mg/kg (IQR, 873-4,152). GMA was started mostly after PNR in 83%, the median number of GMA sessions was 16 (IQR, 11-27) and 50% of patients started maintenance GMA. Partial Mayo score significantly decreased 6 months after the last GMA session (p=0.019). During follow-up, 27% started a new biologic therapy and 13% required surgery. 64% of patients under steroids at baseline were able to stop them. Adverse events were reported in 5% of patients.
Conclusion
GMA can safely recapture the response to UST in refractory patients after PNR or LOR to this drug.
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P106 Single-cell transcriptomic analysis reveals insights into the mechanism of action of Granulocyte-monocyte apheresis
Background
Granulocyte-monocyte apheresis (GMA) is a non-pharmacological treatment approved for the management of ulcerative colitis (UC), particularly steroid-dependent cases. The exact mechanism of action and immunological changes associated with GMA remain undescribed. Gene expression analysis at the single-cell level (through scRNA-Seq) has emerged as a key tool of choice to characterize drug response at the molecular level. We used scRNA-Seq to characterize the transcriptomic effects and immune cell population alterations in GMA.
Methods
We generated scRNA-Seq from peripheral blood mononuclear cells (PBMC) of two ulcerative colitis (UC) patients undergoing GMA treatment. We compared the gene expression profile before and after 5 sessions of GMA treatment. The analytical pipeline included quality control and classical filtering steps, cell-type annotation, differential gene expression analysis and pathway enrichment profiling.
Results
We report three main results. First, we observed significant reductions of cell types directly affected by GMA treatment in UC patients. This includes classical CD14+ monocytes and Natural killers, which are central components of the innate system. Of note, we observed a remarkable increase in Double-negative T cells (dnT) after 5 sessions of GMA treatment, suggesting potential expansion of protective populations involved in decreased inflammation. Second, we observe a variety of genes and regulatory pathways altered by GMA treatment. In total, we detect 86 differentially expressed genes (DEGs), which overall are biased towards downregulation (63%). Of note, we detected dnT-s exhibiting upregulation of NEFL that is associated with the MAPK cascade and downregulation of genes related to immune response and signaling pathways. Finally, the effects of GMA treatment extend beyond the above mentioned populations, with particular alterations in CD4+ T cell populations such as CD4+ central memory and CD4+ Naive (7 and 13 DEGs, respectively).
Conclusion
For the first time, we generated single-cell transcriptomic profiles to characterize the effects of GMA treatment in peripheral blood of UC patients. Our preliminary analysis detects important alterations in the gene regulation and cell type composition in samples obtained after 5 sessions of GMA. Through expansion of this dataset to include more time points and profiles for more individuals, we will discuss the longitudinal changes and molecular mechanisms involved in response to GMA treatment.
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Combination of granulocyte-monocyte apheresis and tofacitinib: Multicentre and retrospective study
Gastroenterol Hepatol. 2024 Jan 23:S0210-5705(24)00022-0. doi: 10.1016/j.gastrohep.2024.01.004. Online ahead of print.
[Article in English, Spanish]
Objective: Granulocyte-monocyte apheresis (GMA) has shown to be safe and effective in treating ulcerative colitis (UC), also in combination with biologics. The objective of this study is to evaluate the efficacy and safety of combining GMA after primary non-response (PNR) or loss of response (LOR) to tofacitinib (TOFA) in patients with UC.
Patients and methods: Retrospective study including all patients with refractory UC who received GMA plus TOFA. Efficacy was assessed 1 and 6 months after finishing GMA by partial Mayo score, C-reactive protein (CRP) and fecal calprotectin (FC). Descriptive statistics and non-parametric tests were used in the statistical analysis.
Results: Twelve patients were included (median 46 years [IQR, 37-58]; 67% female; 67% E3). Patients were mostly receiving TOFA 10mg bid (75%), and 33% also concomitant steroids at baseline. Median partial Mayo score at baseline was 7 (IQR, 5-7), and it decreased to a median of 2 (IQR, 0-3) and 0 (IQR, 0-3) after 1 and 6 months (p=0.027 and 0.020, respectively), while no differences were found in CRP and FC. Clinical remission was achieved by 6 patients both at 1 (50%) and 6 months (67%). CF values<250mg/kg were achieved by 2 and 4 patients at 1 and 6 months (data available in 5 and 7 patients, respectively). No patient required dose-escalation of TOFA, and one patient was able to de-escalate the drug. No patient required colectomy and all patients under steroids were able to stop them. Conclusion: The combination of GMA and TOFA can be effective in selected cases of UC after PNR or LOR to this drug
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Selective granulocyte-monocyte apheresis during induction with vedolizumab in moderate-severe ulcerative colitis: Experience in a tertiary hospital
Aim: Granulocyte and monocyte apheresis (GMA) is a potential therapeutic option when combined with various drugs for treatment of ulcerative colitis (UC). In this study, we analyze the efficacy and safety of GMA combined with vedolizumab (VDZ) during induction in patients with moderate-severe UC and incomplete response to steroids.
Patients and methods: Single-center retrospective review of patients receiving GMA+VDZ. Data on the disease and previous treatments were collected. Clinical response was classified as no response, response without remission, and remission. Available data on biochemical and endoscopic response were included. Adverse events (AEs) were recorded.
Results: The study population comprised 6 patients with UC who had received GMA+VDZ during induction after failure of an anti-TNF agent. The median number of GMA sessions was 5 (IQR 4-5; 3-10). All the patients received VDZ 300mg iv at 0, 2, and 6 weeks, and 5 (83%) received an additional dose at week 10. During maintenance, all the patients continued VDZ iv every 8 weeks. The median follow-up was 57.6 months (IQR: 39-74). Four of the 6 patients achieved clinical remission after GMA+VDZ and continued in deep remission until the end of follow-up. A median, non-significant decrease of 1378μg/g (IQR: 924-5778μg/g) was observed for calprotectin and 42.2mg/l (IQR: 15.3-113.5) for CRP vs. baseline. No patient underwent colectomy. No treatment-related AEs were observed.
Conclusions: GMA+VDZ during induction can be effective and safe in selected patients with moderate-severe UC and partial response to steroids.
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Dendritic cells: the yin and yang in disease progression
Dendritic cells (DCs) are antigen presenting cells that link innate and adaptive immunity. DCs have been historically considered as the most effective and potent cell population to capture, process and present antigens to activate naïve T cells and originate favorable immune responses in many diseases, such as cancer. However, in the last decades, it has been observed that DCs not only promote beneficial responses, but also drive the initiation and progression of some pathologies, including inflammatory bowel disease (IBD). In line with those notions, different therapeutic approaches have been tested to enhance or impair the concentration and role of the different DC subsets. The blockade of inhibitory pathways to promote DCs or DC-based vaccines have been successfully assessed in cancer, whereas the targeting of DCs to inhibit their functionality has proved to be favorable in IBD. In this review, we (a) described the general role of DCs, (b) explained the DC subsets and their role in immunogenicity, (c) analyzed the role of DCs in cancer and therapeutic approaches to promote immunogenic DCs and (d) analyzed the role of DCs in IBD and therapeutic approaches to reduced DC-induced inflammation. Therefore, we aimed to highlight the “yin-yang” role of DCs to improve the understand of this type of cells in disease progression.
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Upadacitinib Plus Intensive Granulocyte and Monocyte Adsorptive Apheresis for Ulcerative Colitis Achieved Ulcer Healing for Pyoderma Gangrenosum
A 44-year-old woman who had been diagnosed with ulcerative colitis (UC) at 22 years old was diagnosed with severe flare-up of UC based on endoscopic findings associated with new-onset active pyoderma gangrenosum (PG) on both lower legs after she decided to discontinue UC treatment. Systemic treatment with intravenous prednisolone at 30 mg/day had achieved insufficient response to UC and PG, resulting in a diagnosis of corticosteroid-refractory UC and PG. Combination therapy with upadacitinib at 45 mg/day plus intensive granulocyte and monocyte adsorptive apheresis (GMA) was started to achieve clinical remission of UC. Ten weeks after starting this combination therapy, clinical improvement of UC was achieved with PG ulcer healing on both lower legs. A combination of upadacitinib plus intensive GMA may offer an effective therapeutic option for patients with active PG in addition to UC but has yet to be approved for induction or maintenance treatment of PG worldwide. PG is a dermatological involvement in UC patients that requires attention.
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MicroRNA and granulocyte-monocyte adsorption apheresis combotherapy after inadequate response to anti-TNF agents in ulcerative colitis
Esteban Sáez-González MD, Inés Moret-Tatay PhD, Guillermo Bastida MD, PhD, Mariam Aguas MD, PhD, Marisa Iborra MD, PhD, Pilar Nos MD, PhD, Belén Beltrán MD, PhD J Clin Apher. 2023 38(6); 1-10. doi:10.1002/jca.22101
Background
Ulcerative colitis (UC) is an inflammatory bowel disease characterized by chronic inflammation of the gastrointestinal tract, affecting millions of individuals throughout the world, and producing an impaired health-related quality of life. Granulocyte and monocyte apheresis (GMA) is a therapeutic option for UC management to induce remission by selective removal of activated leukocytes from bloodstream. Despite the knowledge of the important role of epigenetics in UC pathogenesis, and in the response to different treatments, nothing is known about the role of microRNAs in GMA therapy in UC patients.
Methods
7 consecutively UC patients who started GMA in combo therapy with infliximab were recruited. Peripheral blood samples were taken before the apheresis session, at the start of the induction (S0) and at the end (S10). They were follow-up during the induction phase (10 sessions: 2 sessions for a week during 3 wk and 1 session for a week during 4 wk) of the treatment at a tertiary hospital (Hospital la Fe) and 6 mo after finishing the GMA induction therapy. MiRNA was extracted and analyzed by RT-PCR. R software and GraphPad were used.
Results
Clinical disease activity significantly decreased after induction therapy with GMA (median partial Mayo score 2 (IQR, 1-6) (P < .05). Fecal calprotectin value and CRP value significantly decreased after induction therapy. Five microRNAs modified their expression during GMA (unsupervised analysis): miR-342-3p, miR-215-5p, miR-376c-3p, miR-139-5p, and miR-150-5p. When a sub-analysis was performed in those patients who showed good response to apheresis treatment (n = 5), two microRNAs showed to be implicated: miR-215-5p and miR-365a-3p. These are preliminary but promising and novel results, as it is the first time, to our knowledge that microRNA profiles have been studied in the context of GMA treatment for IBD.
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