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Article

Effectiveness of Third-Class Biologic Treatment in Crohn’s Disease: A Multi-Center Retrospective Cohort Study

by
Ahmad Albshesh
1,*,
Joshua Taylor
2,
Edoardo V. Savarino
3,
Marie Truyens
4,
Alessandro Armuzzi
5,
Davide G. Ribaldone
6,
Ariella Bar-Gil Shitrit
7,
Morine Fibelman
8,
Pauliina Molander
9,
Claire Liefferinckx
10,
Stephane Nancey
11,12,
Mohamed Korani
13,14,
Mariann Rutka
15,
Manuel Barreiro-de Acosta
16,
Viktor Domislovic
17,
Gerard Suris
18,
Carl Eriksson
19,
Catarina Alves
20,
Afroditi Mpitouli
21,
Caroline di Jiang
22,
Katja Tepeš
23,
Marina Coletta
24,
Kalliopi Foteinogiannopoulou
25,
Javier P. Gisbert
26,
Hadar Amir-Barak
27,
Mohamed Attauabi
28,
Jakob Seidelin
29,
Waqqas Afif
2,
Carla Marinelli
3,
Triana Lobaton
4,
Daniela Pugliese
5,
Nitsan Maharshak
8,
Anneline Cremer
10,
Jimmy K. Limdi
13,14,
Tamás Molnár
15,
Borja Otero-Alvarin
16,
Zeljko Krznaric
17,
Fernando Magro
20,
Konstantinos Karmiris
21,
Tim Raine
22,
David Drobne
23,
Ioannis Koutroubakis
25,
Maria Chaparro
26,
Henit Yanai
27,
Johan Burisch
28 and
Uri Kopylov
1
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1
Sheba Medical Center, Department of Gastroenterology, Sackler School of Medicine, Tel-Aviv University, Tel-Aviv 52621, Israel
2
Department of Gastroenterology, Montreal General Hospital, Montreal, QC 1650, Canada
3
Division of Gastroenterology, Department of Surgery, Oncology and Gastroenterology, University of Padua, 35128 Padua, Italy
4
IBD Unit, Department of Gastroenterology, Ghent University Hospital, 9000 Ghent, Belgium
5
IBD Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
6
Division of Gastroenterology, Department of Medical Sciences, University of Turin, 10126 Turin, Italy
7
Shaare Zedek Medical Center, Faculty of Medicine, Digestive Diseases Institute, Hebrew University of Jerusalem, Jerusalem 9372212, Israel
8
Tel Aviv Medical Center, Department of Gastroenterology and Liver Diseases, Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv 6423906, Israel
9
Abdominal Center, Department of Gastroenterology, Helsinki University Hospital, 00101 Helsinki, Finland
10
Department of Gastroenterology, Erasme University Hopital, 1070 Brussels, Belgium
11
Department of Gastroenterology, Hospices Civils de Lyon, University Claude Bernard Lyon, 69495 Lyon, France
12
INSERM, U1111, CIRI, 69007 Lyon, France
13
Division of Gastroenterology, The Pennine Acute Hospitals NHS Trust, Manchester M8 6RB, UK
14
Manchester Academic Health Sciences, University of Manchester, Manchester BL97TD, UK
15
First Department of Medicine, University of Szeged, H-6720 Szeged, Hungary
16
IBD Unit, Gastroenterology Department, University Hospital of Santiago de Compostela, 15706 Santiago, Spain
17
Department of Gastroenterology, Hepatology, and Nutrition, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
18
Digestive System Service, Bellvitge University Hospital, Catalan Institute of Health, 08907 Barcelona, Spain
19
Department of Gastroenterology, Faculty of Medicine and Health, Örebro University, SE-70182 Örebro, Sweden
20
Department of Gastroenterology, Centro Hospitalar São João, 4200319 Porto, Portugal
21
Department of Gastroenterology, Venizeleion General Hospital, Heraklion, 71409 Crete, Greece
22
Department of Gastroenterology, Addenbrooke’s Hospital, Cambridge University Hospitals, Cambridge CB2 0QQ, UK
23
University Medical Centre Ljubljana, Department of Gastroenterology, Medical Faculty, University of Ljubljana, 1231 Ljubljana, Slovenia
24
Department of Hepatology and Clinical Gastroenterology, ASST Santi Paolo e Carlo-Ospedale San Polo Universitario Milano Mariabeatrice, 20142 Milan, Italy
25
Department of Gastroenterology, University Hospital of Heraklion, 71500 Crete, Greece
26
Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa (IIS-IP), Universidad Autónoma de Madrid, 28001 Madrid, Spain
27
IBD Center, Division of Gastroenterology, Rabin Medical Center, Beilinson Campus, Petah Tikva, Israel and the Sackler School of Medicine, Tel-Aviv University, Tel-Aviv 49100, Israel
28
Copenhagen Center for Inflammatory Bowel Disease in Children, Adolescents and Adults, Hvidovre Hospital, University of Copenhagen, 2650 Copenhagen, Denmark
29
Department of Gastroenterology, Herlev University Hospital, 3400 Copenhagen, Denmark
*
Author to whom correspondence should be addressed.
J. Clin. Med. 2021, 10(13), 2914; https://doi.org/10.3390/jcm10132914
Submission received: 27 May 2021 / Revised: 22 June 2021 / Accepted: 23 June 2021 / Published: 29 June 2021
(This article belongs to the Special Issue Novel Insight into the Diagnosis and Management of Crohn’s Disease)

Abstract

:
Background: Multiple studies have described the effectiveness of ustekinumab (UST) and vedolizumab (VDZ) in patients with Crohn’s disease (CD) failing anti- Tumor necrosis factors (TNFs); however, the effectiveness of VDZ or UST as a third-class biologic has not yet been described. Aims and Methods: In this retrospective multicenter cohort study, we aimed to investigate the effectiveness of VDZ and UST as a third-class biologic in patients with CD. Results: Two-hundred and four patients were included; 156/204 (76%) patients received VDZ as a second- and UST as a third-class therapy (group A); the remaining 48/204 (24%) patients received UST as a second- and VDZ as a third-class therapy (group B). At week 16–22, 87/156 (55.5%) patients and 27/48 (56.2%) in groups A and B, respectively, responded to treatment (p = 0.9); 41/156 (26.2%) and 15/48 (31.2%) were in clinical remission (p = 0.5). At week 52; 89/103 (86%) patients and 25/29 (86.2%) of the patients with available data had responded to third-class treatment in groups A and B, respectively (p = 0.9); 31/103 (30%) and 47/29 (24.1%) were in clinical remission (p = 0.5). Conclusion: Third-class biological therapy was effective in more than half of the patients with CD. No differences in effectiveness were detected between the use of VDZ and UST as a third-class agent.

1. Introduction

In recent years, our arsenal of therapeutic options in Crohn’s disease (CD) has been expanding. Despite the diversity of therapeutic options, loss of response remains a significant challenge across all therapeutic agents [1,2]. Tumor necrosis factor (TNF)-alpha inhibitors are the most frequently used first-class biologics; however, approximately 30% of patients experience primary and at least 13% experience secondary loss of response per year [3,4]. Both ustekinumab (UST) and vedolizumab (VDZ) are frequently used as second-class options, with response rates of 40–70% and loss of response rates approximating 20–30% within the first year [5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26]. As we are currently lacking knowledge regarding predictors of the response to either of these biologic classes of treatment [7], the decision is largely empirical.
Recently, two real-world studies compared the effectiveness of VDZ and UST in CD patients following loss of response to anti-TNFs [27,28]. In both studies, UST was superior to VDZ. However, loss of response to a subsequent second-class biologic is frequent. Moreover, the number of previously utilized biologics is associated with a diminished likelihood of response to biological therapy [29]. To date, there is scarce evidence regarding the effectiveness of a third-class biologic after the failure of two previous classes in CD [30].
The current study aimed to evaluate the likelihood and potential predictors of response to a third-class biologic in CD patients with a previous failure of two biologic classes.

2. Materials and Methods

2.1. Patient Population

This was a multicenter retrospective cohort study. We included adult patients with an established CD diagnosis who received three different biologic classes for disease treatment. We included all patients who received at least one dose of the third-class biologic. Only patients with active disease (defined as Harvey–Bradshaw index (HBI) ≥ 5) were included. Patients with ostomy or pouch surgery were excluded. Patients that had not yet reached the primary endpoint (week 16) while on active third-class therapy were also excluded.
The study was approved by the Sheba Medical Center ethics committee and written, informed consent was obtained from each patient included in the study. Approval was granted for Helsinki protocol SMC-5598-08 on 28 January 2009. The study protocol conforms to the ethical guidelines of the 1975 Declaration of Helsinki, as reflected in a priori approval by the institution’s human research committee.

2.2. Clinical Scores and Outcomes

The primary outcome of the study was clinical response at week 16–22 (defined by a reduction of HBI ≥ 3). Secondary outcomes included clinical remission (HBI ≤ 4) at week 16–22, clinical remission and response in week 52, steroid-free clinical remission at week 16–22, C-Reactive Protein (CRP) normalization (CRP serum concentration levels less than normal range as per the cut-off used in the corresponding institutions).

2.3. Statistical Methods

Continuous variables were articulated as the median and interquartile range (IQR). Categorical variables were analyzed using Chi-squared/Fisher’s exact tests and continuous variables by the t-test/Mann–Whitney test as appropriate. A p-value < 0.05 was considered statistically significant. We constructed a multivariate logistic regression model to identify the independent predictors of week 16–22 response and remission, as well as treatment continuation after induction. Variables with a significance level <0.1 based on univariate analysis were included in the multivariate model. To investigate the effect of the variables on treatment discontinuation, we planned a survival analysis using a Kaplan Meyer survival curve or Cox proportional hazard analysis as appropriate. The analysis was performed using IBM SPSS (version 22.0; Armonk, NY, USA).

3. Results

3.1. Baseline Characteristics

Two-hundred and four patients from 27 centers in 15 countries (22 Europe, 4 Israel, and 1 Canada) were included in the study. Baseline characteristics are detailed in Table 1. All patients had received anti-TNFs as a first-class biological therapy (51 patients had previously received one, 130 had received two, and 23 had received three anti-TNFs). One hundred and fifty-six out of 204 (76%) patients received VDZ as a second-class therapy (median treatment duration on VDZ was 12 months (IQR 5–20)) and UST as a third-class therapy (group A); the remaining 48 of 204 (24%) patients received UST as a second-class therapy (median treatment duration on UST was 10 months (IQR 6.5–18)) and VDZ as a third-class therapy (group B).
Median disease duration before the start of third-class treatment was 16 years (IQR 10–22). All patients had active CD (median HBI: 8 (IQR 7–12)) at the time of third-class onset.
One-hundred and thirty-two (64.7%) had elevated CRP at treatment onset. The patient characteristics were similar between the groups, with the exception of the prevalence of perianal disease (group A: 37.8% vs group B: 54.1%, p = 0.04). Figure 1 describes the patient flow during the study.

3.2. Treatment Outcomes

3.2.1. Induction Period (Weeks 16–22)

The overall response rate at week 16–22 was 55.8% (87/156 (55.5%) and 27/48 (56.2%) in groups A and B, respectively (p = 0.9)). Clinical remission was achieved by 56/204 (27.4%) patients (41/156 (26.2%) and 15/48 (31.2%), (p = 0.5)) (Figure 2A). CRP normalized in 76/172 (44.18%) patients with CRP values available at this time point (59/134 (44.02%) and 17/38 (44.7%), (p = 0.9)) (Figure 2B). Systemic corticosteroids were discontinued in 51/80 (63.7%) patients who were on corticosteroids at the treatment onset. Corticosteroid-free remission was achieved by 18/80 (22.4%) (14/62 (22.5%) and 4/18 (22.2%), (p = 0.9)) (Figure 2B).
There was a significant negative association between elevated CRP and clinical response (p = 0.02). Clinical remission was negatively associated with elevated CRP and smoking (p = 0.03 and p = 0.01, respectively) (Table 2).

3.2.2. Maintenance (Week 52)

One hundred and thirty-two patients had data available for analysis for week 52 (103/132 in group A and 29/132 in group B) (Figure 1). The overall response rate was 87.1% (89/103 (86.4%) and 25/29 (86.2%) in groups A and B, respectively (p = 0.9)). Clinical remission was achieved by 38/132 (28.7%) patients (31/103 (30%) and 7/29 (24.1%), (p = 0.5)) (Figure 2A). CRP normalized in 52/101 (51.4%) patients with CRP values available at this time point (42/80 (51.2%) and 10/21 (47.6%), (p = 0.6)) (Figure 2B). Systemic corticosteroids were discontinued in 34/45 (75.5%) patients who were on corticosteroids at the time of third-class agent initiation. Corticosteroid-free remission was achieved by 12/45 (26.6%) patients (11/36 (30.5%) and 1/9 (11.11%), (p = 0.2)) (Figure 2B).
Seventy-two patients had no data available for analysis in week 52 (53/156 in group A and 19/48 in group B). The last follow-up in these patients was with a median of 21 weeks (IQR 17–38). The overall response rate was 52.7% (28/53 (52.8%) and 10/19 (52.6%) in groups A and B, respectively (p = 0.4)). Clinical remission was achieved by 18/72 (25%) patients (14/53 (26.4%) and 4/19 (21%), (p = 0.3)). CRP normalized in 12/46 (26%) patients with CRP values available at this time point (10/33 (30.3%) and 2/13 (15.3%), (p = 0.1)). Systemic corticosteroids were discontinued in 17/30 (56.6%) patients who were on corticosteroids at the time of third-class agent initiation. Corticosteroid-free remission was achieved by 8/30 (26.6%) patients (7/23 (30.4%) and 1/7 (14.2%), (p = 0.2)).
Dose escalation was required in 104/204 (50.9%) patients (74/156 (47.4%) in group A with a median time of 26 weeks (IQR 8–52) and 30/48 (62.5%) in group B with a median time of 26 weeks (IQR 15–50), respectively (p = 0.03); sixty-nine out of them (66.3%) achieved clinical remission or response by the end of the follow-up (39/74 (52.7%) and 30/48 (62.5%), respectively, (p = 0.14)).

3.2.3. Treatment Discontinuation

Seven patients stopped the treatment before week 16, with a median of 10 weeks (IQR 8–12), mainly due to a primary non-response. The overall treatment discontinuation was observed in 19.11% of the patients (36/204), with a median follow-up duration of 48 (IQR 21–52) weeks. Twenty-seven patients out of 156 (17.3%) in group A with a median time of 21 weeks (IQR 16–20) and 9/48 (18.75%) in group B with a median time of 36 weeks (20–45) discontinued treatment (hazard ratio, 1.01; 95% confidence interval (CI), 0.49–2, p = 0.9). The Kaplan–Meier curve for discontinuation-free survival is presented in Figure 3.
The main reason for the discontinuation of both treatment groups was a lack of response (group A: 85%, group B: 77.7%). The rest discontinued the treatment because of: patient decision (n = 2), adverse event (3), active extraintestinal manifestation (1).
On univariable analysis, treatment continuation was negatively associated with disease duration at third-class agent onset, and stricturing disease behavior (p = 0.008, (odds ratio (OR) 0.93; 95% CI 1–1.1), p = 0.004 (OR 2.1; 95% CI 0.1–1.1), respectively); and positively associated with immunomodulatory drug use (p = 0.001, OR 0.04; 95% CI 0.01–0.18). However, on multivariate analysis, only concomitant use of immunomodulatory drug use was positively associated (relative risk (RR) 0.014, 95% confidence interval (CI) 0.001–0.31) and disease duration at third-class agent onset was negatively associated with treatment continuation (Table 2).

3.2.4. Safety

Adverse events during the follow-up occurred in 19/204 (9.31%) patients. Thirty patients out of the 204 (14.7%) were hospitalized; the reasons for hospitalization are detailed in Table 3. Twenty-seven patients out of the 204 (13.2%) required surgical intervention, as detailed in Table 3.

4. Discussion

Our study demonstrates that third-class biologic therapy is a feasible, effective, and safe option in Crohn’s disease. It is well established that the number of prior treatments is negatively associated with therapeutic success [29,31,32], and that biologic-naïve patients have a substantially higher likelihood of a response to treatment in inflammatory bowel diseases (IBDs) [17,33,34,35,36,37]. Until a few years ago, our therapeutic armamentarium in IBD was limited to TNF-alpha inhibitors only, but since then it has expanded to include anti-integrins, IL12/23 blockers, and JAK inhibitors. The natural history of utilization of any new drug naturally favors its use in patients who failed previous and better established treatments: thus, early real-world experience (RWE) series with VDZ included few biologic-naïve patients [18,21,26,38], whereas later series addressing biologic-naïve patients demonstrated higher effectiveness in comparison to those early publications [17,39,40]; for UST, data for biologic-naïve patients is still sparse. Similarly, the literature regarding the use of third-class biologics in IBD is limited to small numbers of patients in RWE series of biologic-experienced patients [27,41,42,43]. To date, the personalization of therapeutic decisions in IBD is underdeveloped, with limited clues to suggest which succession of therapeutic regimens is superior and subsequently likely to work best in patients failing several consecutive biologic treatments.
Our study focused on the effectiveness and safety of a third-class biologic in patients who had failed two previous classes s of biologics. The overall effectiveness of the third-class agent was quite comparable to previous RWE reports on UST and VDZ [15,44]. In several previous studies, UST appeared to be more effective than VDZ in CD patients refractory to anti-TNFs. However, these studies included UST or VDZ as second-class agents and not as third-class agents [27,28].
Adverse events were rare and in line with the previous reports as well. In our study, concomitant immunomodulatory therapy was not associated with the likelihood of response or remission, in similarity with the recently published data [45,46]; nonetheless, the risk of treatment discontinuation was higher in patients on monotherapy. The effect of concomitant immunomodulators in the present study could be explained by a decrease in the risk of anti-drug antibody formation in line with the recently reported data on sequential anti-TNF use [47] or due to an additional anti- inflammatory effect [48,49]. Another somewhat surprising finding was the lack of association of the number of previously used anti-TNFs with therapeutic outcomes. A possible explanation for this observation could stem from the fact that all our patients have already experienced failure of multiple biologics, potentially obviating the subtle differences that could have been observed in a more treatment-naïve cohort.
Despite the fact that 19.11% of the patients discontinued the therapy, the majority continued the therapy with a high response (87.1%) and remission rate (28.7%). Importantly, as the patients included in this cohort have already experienced multiple classes of biological therapy and have quite exhausted their treatment options, it is plausible that in a proportion of cases the treatment was continued for a longer duration of time despite the lack of a clear early therapeutic response.
Unfortunately, the groups (VDZ or UST as a third-class agent) were dissimilar in size; the likely explanation for this is the earlier introduction of VDZ into clinical practice. Although we could not demonstrate any significant difference between the groups in either clinical characteristics or outcomes, the comparison is compromised by the disproportional cohort size. Some of the additional limitations of our study are inherent to an RWE multicenter retrospective study design (including a small number of patients with available endoscopic data; missing laboratory data, including drug levels and anti-drug antibodies; and heterogeneity in the scheduled visit dates, follow up data about perianal disease, and extraintestinal manifestations). Therefore, no conclusion could be drawn on the effect of these third-class biologicals on endoscopic endpoints and perianal disease. The study cohort was narrow in terms of age (41.5 years old (IQR 32–53)) and may not well reflect the responses of all patients. There is no representation for the elderly nor the young under the age of 30.
Despite the aforementioned limitations, our study supports the use of third-class biologics in CD. Further research is required to identify the most effective succession of treatment regimens in IBD, and to further personalize decision-making on those challenging patients.

Author Contributions

Conceptualization, A.A. (Ahmad Albshesh) and U.K.; data curation, A.A. (Ahmad Albshesh), J.T., E.V.S., M.T., A.A. (Alessandro Armuzzi), D.G.R., A.B.-G.S., M.F., P.M., C.L., S.N., M.K., M.R., M.B.-d.A., V.D., G.S., C.E., C.A., A.M., C.d.J., K.T., M.C. (Marina Coletta), K.F., J.P.G., H.A.-B., M.A., J.S., W.A., C.M., T.L., D.P., N.M., A.C., J.K.L., T.M., B.O.-A., Z.K., F.M., K.K., T.R., D.D., I.K., H.Y., M.C. (Maria Chaparro), J.B. and U.K.; formal analysis, A.A. (Ahmad Albshesh); Methodology, A.A. (Ahmad Albshesh) and U.K.; project administration, A.A. (Ahmad Albshesh); resources, A.A. (Ahmad Albshesh); validation, U.K.; writing—original draft, A.A. (Ahmad Albshesh); writing—review and editing, J.T., E.V.S., M.T., A.A. (Alessandro Armuzzi), D.G.R., A.B.-G.S., M.F., P.M., C.L., S.N., M.K., M.R., M.B.-d.A., V.D., G.S., C.E., C.A., A.M., C.d.J., K.T., M.C. (Marina Coletta), K.F., J.P.G., H.A.-B., M.A., J.S., W.A., C.M., T.L., D.P., N.M., A.C., J.K.L., T.M., B.O.-A., Z.K., F.M., K.K., T.R., D.D., I.K., H.Y., M.C. (Maria Chaparro), J.B. and U.K. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no funding.

Institutional Review Board Statement

The study was conducted according to the guidelines of the Declaration of Helsinki, and approved by the Sheba Medical Center ethics committee (protocol code SMC-5598-08 on 28 January 2009).

Informed Consent Statement

Informed consent was obtained from each patient included in the study. Approval was granted for Helsinki protocol SMC-5598-08 on 28 January 2009. The study protocol conforms to the ethical guidelines of the 1975 Declaration of Helsinki as reflected in a priori approval by the institution’s human research committee.

Data Availability Statement

No new data were created or analyzed in this study. Data sharing is not applicable to this article.

Conflicts of Interest

Ahmad Albshesh: received speaking fees from Takeda; Joshua Taylor: none; Edoardo V. Savarino: received lecture or consultancy fees from Medtronic, Reckitt Benckiser, Takeda, Merck & Co, Bristol-Myers Squibb, Abbvie, Amgen, Novartis, Fresenius Kabi, Sandoz, Sofar, Malesci, Janssen, Grifols, Aurora Pharma, Innovamedica, Johnson & Johnson, SILA, Unifarco, Alfasigma, Shire, EG Stada Group; Marie Truyens: no conflicts of interest to disclose; Alessandro Armuzzi: consultant: AbbVie, Allergan, Amgen, Biogen, Bristol-Myers Squibb, Celgene, Celltrion, Eli-Lilly, Ferring, Gilead, Janssen, MSD, Mylan, Pfizer, Roche, Samsung Bioepis, Sandoz, and Takeda; lecture fees: AbbVie, Amgen, Biogen, Bristol-Myers Squibb, Chiesi, Ferring, Gilead, Janssen, MSD, Mitsubishi Tanabe, Nikkiso, Novartis, Pfizer, Roche, Samsung Bioepis, Sandoz, Takeda, and Tigenix; research grants: MSD, Takeda, and Pfizer; Davide G. Ribaldone: paid consultancies, lecture fees for the past two years: Janssen, Ferring, and Errekappa; Ariella Bar-Gil Shitrit: grants from Takeda, and Janssen; lecture fees and advisory consultancy: Takeda, Janssen, Neopharm, Abbvie, and Pfizer; Waqqas Afif: speaker advisory board member and/or clinical investigator for Abbvie and Arena Pharmaceuticals; Morine Fibelman: none; Pauliina Molander: lecture and consultancy fees, and advisory board member fees from Abbvie, Janssen-Cilag, MSD, Orion Pharma, Pfizer, Roche, Takeda, and Tillotts Pharma; Claire Liefferinckx: received consultancy fees from Takeda and speaker fees from Sandoz, Janssen, and Abbvie; Stephane Nancey: received consultancy fees from Abbvie, Novartis, Janssen, and Takeda, and speaker fees from Amgen, Mylan, Ferring, Sandoz, and Lilly; Mohamed Korani: nothing to disclose; Mariann Rutka: nothing to disclose; Borja Otero-Alvarin: nothing to disclose; Viktor Domislovic: nothing to disclose; Gerard Suris: nothing to disclose; Carl Eriksson: has served as a speaker, a consultant or an advisory board member for Takeda, Janssen Cilag, Pfizer, and Abbvie; Catarina Alves: nothing to disclose; Afroditi Mpitouli: nothing to disclose; Caroline di Jiang: nothing to disclose; Katja Tepeš: nothing to disclose; Marina Coletta; nothing to disclose ; Kalliopi Foteinogiannopoulou: no conflict of interest; Javier P. Gisbert: served as a speaker, a consultant, and an advisory member for or has received research funding from MSD, Abbvie, Pfizer, Kern Pharma, Biogen, Mylan, Takeda, Janssen, Roche, Sandoz, Celgene, Gilead, Ferring, Faes Farma, Shire Pharmaceuticals, Falk Pharma, Tillotts Pharma, Chiesi, Casen Fleet, Gebro Pharma, Otsuka Pharmaceutical, and Vifor Pharma; Hadar Amir-Barak: nothing to disclose; Mohamed Attauabi: none ;Waqqas Afif: advisory board/consultant/investigator: Arena, Abbvie, Janssen, and Takeda; advisory board: Amgen, Ferring, Innomar, Merck, Novartis, and Pfizer; Carla Marinelli: none; Triana Lobaton: received financial support for research from Abbvie, Mylan, MSD, Mundipharma, Biogen, Janssen, Pfizer, and Takeda; speaker fees from Ferring, Janssen, and Takeda; and consultancy fees from Janssen; Daniela Pugliese: nothing to disclose; Nitsan Maharshak: received speaking and/or consulting fees from Abbvie, Pfizer, Takeda, Janssen, Ferring, Pfizer, and Neopharm and grant support from Takeda, Janssen, and Abbott; Anneline Cremer: received consultancy fees from Takeda and Janssen, and speaker fees from Pfizer and Abbvie; Jimmy K. Limdi: nothing to disclose; Tamás Molnár: nothing to disclose; Manuel Barreiro-de Acosta: served as a speaker, a consultant, and advisory member for or has received research funding from MSD, Abbvie, Celltrion, Takeda, Janssen, Pfizer, Roche, Biogen, Adacyte, and Celgene; Zeljko Krznaric: received speaker fees from Abbvie, Takeda, MSD, Janssen, Oktal Pharma, Fresenius, Mylan, and Pfizer; Fernando Magro: served as speaker and received honoraria from: Abbvie, Amgen, Biogen, Falk, Ferring, Hospira, Janssen, Laboratórios Vitoria, Merck Sharp & Dohme, Pfizer, Sandoz, Takeda, UCB, and Vifor; Konstantinos Karmiris received speaker fees from Abbvie, Aenorasis, Janssen, MSD, Pfizer, and Takeda and consultancy or advisory board member fees from Abbvie, Amgen, Ferring, Galenica, Genesis, Janssen, MSD, Pfizer, and Takeda; Tim Raine: received research/educational grants and/or speaker/consultation fees from Abbvie, Gilead, GSK, Janssen, MSD, Novartis, Pfizer, Sandoz, and Takeda; David Drobne: served as a speaker, a consultant and an advisory board member for MSD, Abbvie, Takeda, Pfizer, Janssen, Amgen, Biogen, and Krka; Ioannis Koutroubakis: received speaker fees from Abbvie, Aenorasis, Janssen, MSD, Pfizer and Takeda and consultancy or advisory board member fees from Abbvie, Amgen, Ferring, Galenica, Genesis, Janssen, MSD, Pfizer, and Takeda; María Chaparro: served as a speaker, a consultant and advisory member for or received research funding from MSD, Abbvie, Celltrion, Takeda, Janssen, Pfizer, Ferring, Faes Farma, Shire Pharmaceuticals, Falk Pharma, Chiesi, Gebro Pharma, Roche, Otsuka Pharmaceuticals, and Tillotts Pharma; Henit Yanai: received a research grant from Pfizer and consultancy and speakers’ fees from Abbvie, Ferring, Janssen, Neopharm, Pfizer, Takeda, and Medtronic; Johan Burisch: personal fees from AbbVie, Samsung Bioepis, Janssen-Cilag, Celgene, MSD, Pfizer, Tillots Pharma, and Takeda and unrestricted grant support from MSD, Takeda, Tillots Pharma, Bristol Myers Squibb, and Novo Nordisk; Jakob Seidelin: research grants from Takeda and the Capital Region Denmark, national coordinator of studies from AbbVie, Arena Pharmaceuticals, Ely Lilly, and Boehringer Ingelheim. None of these pertain to the research submitted here. Uri Kopylov received consultancy and speaker fees from Abbvie, Janssen, Takeda, MSD, and Medtronic, and research grants from Janssen, Takeda, and Medtronic.

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Figure 1. Chart of the patients’ flow during the study period. CD, Crohn’s disease; group A, patients received vedolizumab (VZD) as a second-class therapy and ustekinumab (UST) as a third-class therapy; group B, patients received UST as a second-class therapy and VDZ as a third-class therapy.
Figure 1. Chart of the patients’ flow during the study period. CD, Crohn’s disease; group A, patients received vedolizumab (VZD) as a second-class therapy and ustekinumab (UST) as a third-class therapy; group B, patients received UST as a second-class therapy and VDZ as a third-class therapy.
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Figure 2. Outcome. (A): The proportion of patients achieving clinical remission (HBI ≤ 4) and clinical response (delta HBI ≥ 3) during the study period. (B): The proportion of patients achieving corticosteroid-free clinical remission during the study period, and the proportion of patients with CRP normalization (CRP serum concentration levels less than normal range as per cut-off used in the corresponding institutions). CRP, C-reactive protein, HBI: Harvey–Bradshaw index.
Figure 2. Outcome. (A): The proportion of patients achieving clinical remission (HBI ≤ 4) and clinical response (delta HBI ≥ 3) during the study period. (B): The proportion of patients achieving corticosteroid-free clinical remission during the study period, and the proportion of patients with CRP normalization (CRP serum concentration levels less than normal range as per cut-off used in the corresponding institutions). CRP, C-reactive protein, HBI: Harvey–Bradshaw index.
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Figure 3. Kaplan–Meier curve of treatment discontinuation-free analysis. Abbreviations: Group A, patients receiving vedolizumab (VZD) as a second-class therapy and ustekinumab (UST) as a third-class therapy; Group B, patients receiving UST as a second-class therapy and VDZ as a third-class therapy.
Figure 3. Kaplan–Meier curve of treatment discontinuation-free analysis. Abbreviations: Group A, patients receiving vedolizumab (VZD) as a second-class therapy and ustekinumab (UST) as a third-class therapy; Group B, patients receiving UST as a second-class therapy and VDZ as a third-class therapy.
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Table 1. Patients’ demographic and clinical characteristics.
Table 1. Patients’ demographic and clinical characteristics.
TotalGroup AGroup Bp-Value
n (%)204156 (76.4%)48 (23.6%)p < 0.01 *
Age at start of 3rd-class biological therapy, years, median (IQR)41.5 (32–53)43.6 (32–52.7)43.5 (31–54.7)p = 0.96
Gender—male, n (%)96 (47.05%)74 (47.4%)22 (45.8%) p = 0.84
Current smoker, n (%)36 (17.6%)27 (17.3%)9 (18.7%)p = 0.81
Age at diagnosis, years median (IQR)23 (17–32)24 (18–34)20 (15–31.7)p = 0.13
Disease duration, years. median (IQR)16 (10.25–22)15 (10–20.7)16.5 (11–25.75)p = 0.13
Location (n, %)
Ileum55 (26.9%)42 (26.9%)13(27%)p = 0.98
Colon41 (20.09%)36(23. %)5 (10.1%)p = 0.06
Ileocolonic107 (52.45%)78 (50%)29 (60.4%) p = 0.20
UGI1 (0.49%0 (0%)1 (2%)p = 0.16
Behavior (n, %)
Nonstricturing nonpenetrating70 (43.31%)55 (35.2%)15 (31.2%)p = 0.60
Stricturing55 (26.96%)46 (29.4%)9 (18.7%)p = 0.14
Penetrating64 (31.37%)48 (30.7%)16 (33.3%)p = 0.73
Peri-anal disease, n (%)85 (41.66%)59 (37.8%)26(54.1%)p = 0.04 *
Prior anti-TNF therapy exposure, n (%)
One previous anti-TNF treatment51 (25%)42 (26.9%)9(18.7%)p = 0.25
Two previous anti-TNF treatments130 (63.72%)100 (64.1%)30 (62.5%)p = 0.84
Three previous anti-TNF treatments23 (11.27)14 (8.9%)9 (18.7%)p = 0.06
Disease activity
Harvey Bradshaw Index, Median (IQR)8 (7–12)8 (7–11)9 (6–12)p = 0.24
Elevated CRP, n (%)132 (64.7%)101 (64.7%)31 (64.5%)p = 0.98
Fecal calprotectin > 250 µg/g, n (%)73 (35.78%)52 (33.3%)16 (33.3%)p = 1.00
Concomitant medications, n (%)
Corticosteroids80 (39.21%)62 (39.7%)18 (37.5%)p = 0.78
Immunosuppressant50 (24.5%)37 (23.7%)13 (27%)p = 0.63
Both corticosteroids and immunosuppressant18 (8.82%)12 (7.69%)6 (12%)p = 0.30
Abbreviations: n, number; IQR, interquartile range; UGI, upper gastrointestinal; anti-TNF, anti-tumor necrosis factor; CRP, C-reactive protein; *, significant p-value; Group A = ustekinumab, Group B = vedolizumab.
Table 2. Clinical variables associated with clinical response, remission, and treatment discontinuation.
Table 2. Clinical variables associated with clinical response, remission, and treatment discontinuation.
p-Value for Clinical Response (Week 16–22)p-Value for Clinical Remission (Week 16–22)p-Value for Treatment DiscontinuationOR for Treatment Discontinuation
UnivariateMultivariate
Group 0.950.50.8-OR, 0.9; 95% CI, 0.4–2.5
Gender0.330.630.08-OR, 1.5; 95% CI, 0.3–1.3
Age at start of 3rd-class biological therapy0.970.740.6-OR, 0.98; 95% CI, 0.9–1
Age at diagnosis0.940.730.1-OR, 1.11; 95% CI, 0.9–1
Disease duration at 3rd-class onset0.740.40.01 *<0.01 *OR, 0.93; 95% CI, 1–1.1
Current smoker0.840.01 *0.09-OR, 1.8; 95% CI, 0.1–2
Location0.90.110.6-OR, 0.8; 95% CI, 0.5–3
Behavior0.250.34<0.01 *- OR, 2.1; 95% CI, 0.1–1.1
Prior anti-TNF therapy exposure0.080.060.6-OR, 1.2; 95% CI, 0.4–1.5
Elevated CRP0.02 *0.03 *0.2-OR, 0.5; 95% CI, 0.7–5
Corticosteroids0.230.340.2-OR, 1.7; 95% CI, 0.2–1.2
Concomitant immunomodulators0.140.29<0.01 *0.04 *OR 0.04; 95% CI, 0.01–0.18
Abbreviations: n, number; IQR, interquartile range; OR, odds ratio; UGI, upper gastrointestinal; anti-TNF, anti-tumor necrosis factor; CRP, C-reactive protein; *, significant p-value; Group A = ustekinumab, Group B = vedolizumab.
Table 3. Adverse events, hospitalization, and surgeries during the follow-up period in each group.
Table 3. Adverse events, hospitalization, and surgeries during the follow-up period in each group.
Group AGroup B
Adverse event
Arthralgia42
Skin reaction d/t infusion-1
Recurrent infection4-
Psoriasis11
Depression2-
Severe anemia-1
Dermatitis/eczema-1
Occlusion due to stenosis with surgery1-
New heart failure1-
Hospitalization
Flare1010
SBO2-
Perianal abscess11
Depression11
Enterocutaneous fistula11
Acute appendicitis1-
Diverticulitis-1
Surgery
Small bowel resection3 *2
Perianal abscess -3
Rt. colectomy1-
Total colectomy1-
Ileocolonic resection83
Fistulotomy12
Rectal cancer resection-1
Colostomy1-
Rectal surgery1-
Abbreviations: SBO, small bowel obstruction; *, combined with fistulotomy.
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Albshesh, A.; Taylor, J.; Savarino, E.V.; Truyens, M.; Armuzzi, A.; Ribaldone, D.G.; Shitrit, A.B.-G.; Fibelman, M.; Molander, P.; Liefferinckx, C.; et al. Effectiveness of Third-Class Biologic Treatment in Crohn’s Disease: A Multi-Center Retrospective Cohort Study. J. Clin. Med. 2021, 10, 2914. https://doi.org/10.3390/jcm10132914

AMA Style

Albshesh A, Taylor J, Savarino EV, Truyens M, Armuzzi A, Ribaldone DG, Shitrit AB-G, Fibelman M, Molander P, Liefferinckx C, et al. Effectiveness of Third-Class Biologic Treatment in Crohn’s Disease: A Multi-Center Retrospective Cohort Study. Journal of Clinical Medicine. 2021; 10(13):2914. https://doi.org/10.3390/jcm10132914

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Albshesh, Ahmad, Joshua Taylor, Edoardo V. Savarino, Marie Truyens, Alessandro Armuzzi, Davide G. Ribaldone, Ariella Bar-Gil Shitrit, Morine Fibelman, Pauliina Molander, Claire Liefferinckx, and et al. 2021. "Effectiveness of Third-Class Biologic Treatment in Crohn’s Disease: A Multi-Center Retrospective Cohort Study" Journal of Clinical Medicine 10, no. 13: 2914. https://doi.org/10.3390/jcm10132914

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