scholarly journals P613 Use of adalimumab biosimilar ABP 501 in Crohn’s disease: A real-life experience

2020 ◽  
Vol 14 (Supplement_1) ◽  
pp. S510-S511
Author(s):  
D G Ribaldone ◽  
M Vernero ◽  
R Pellicano ◽  
M Morino ◽  
G M Saracco ◽  
...  

Abstract Background The use of biologics in Crohn’s disease (CD) entails an increasing cost on national health systems. The use of biosimilars of adalimumab in CD is based on the concept of extrapolation of the results obtained in rheumatoid arthritis and in psoriasis, while no study about the efficacy and safety on CD of the biosimilars approved in Europe have been published. The aim of our study was to analyse, for the first time in literature, the effectiveness and safety of ABP 501 in CD patients naïve to adalimumab and its retention rate in CD patients who switched from adalimumab originator. Methods We performed an observational study on patients prospectively followed at the gastroenterology clinic of the Turin University Hospital. Inclusion criteria are (a) CD diagnosed according to ECCO criteria; (b) age ≥16 years; (c) initiation of therapy with ABP 501. Exclusion criterian is follow-up duration of less than 3 months for adalimumab-naïve patients, less than 6 months for patients who switched to ABP 501. Primary outcomes were (a) for patients treated with ABP 501 as first adalimumab: clinical response rate at 12 weeks and (b) for patients who switched to ABP 501: drug retention at 24 weeks. Secondary outcomes were (a) clinical remission rate at week 12 (for patients treated with ABP 501 as first adalimumab); (b) HBI and CRP reduction at week 12 (for patients treated with ABP 501 as first adalimumab), no significant change in HBI and CRP values at week 24 (for patients who switched to ABP 501); (c) analysis of predictors; and (d) adverse events incidence. Results Eighty-seven patients were included, of which 25 were naïve to adalimumab originator and 62 were switched to ABP 501. In adalimumab-naïve patients, the clinical response at 3 months was 60% (15/25), clinical remission at 3 months was 56% (14/25). At 6 months, 95.2% (59/62) of the patients switched to ABP 501 were still in therapy, without a significant increment of clinical activity (Harvey–Bradshaw Index from 3.4, 95% CI = 2.4 – 4.4, to 3.8, 95% CI = 2.7 – 4.9, p = 0.23), and inflammatory biomarker (CRP from 4.2 mg/l, 95% CI = 2.5 mg/l – 5.9 mg/l, to 3.6 mg/l, 95% CI = 2.2 mg/l – 5 mg/l, p = 0.32). No unexpected adverse events occurred during the study period. Conclusion Our results support ABP 501 as an efficacious and well-tolerated drug, at least in the short-term, and its interchangeability with its originator in the treatment of CD.

Author(s):  
Mark T Osterman ◽  
Ilyssa O Gordon ◽  
Elisabeth M Davis ◽  
Matthew Ciorba ◽  
Sarah C Glover ◽  
...  

Abstract Objective Mucosal barrier dysfunction plays a crucial role in intestinal inflammation in Crohn’s disease (CD). Intestinal epithelial cell (IEC) death resulting from innate immune activation, termed pyroptosis, was recently found to be a cause of this barrier defect. The aim of this study was to determine the predictive value of pretreatment ileal biopsy pyroptosis as a biomarker for clinical response to vedolizumab in CD. Design Crohn’s disease patients ranging 18 to 80 years old from 5 IBD centers with pre-vedolizumab ileal biopsies during colonoscopy were enrolled. Biopsies were stained for activated caspases, and levels of ileal IEC pyroptosis levels were quantified. The primary outcome was clinical response 6 months after therapy, defined as a reduction of Harvey-Bradshaw Index (HBI) of ≥5 points from baseline. Secondary outcomes included clinical remission, defined as HBI <5, and endoscopic improvement, as measured by the Simple Endoscopic Score for Crohn’s Disease (SES-CD). Results One hundred CD patients (45 male, 55 female), median age 47 (19, 78) years, were included; clinical response rate was 60%, and clinical remission was 36%. The response rate in patients with ileal pyroptosis <14 positive cells per 1000 IECs was significantly higher than those above the threshold: 89% (25 of 28) vs 49% (35 of 72), odds ratio (OR) 8.8 (95% CI, 2.3–48.6; P < 0.001). Corresponding remission rates were 54% (15 of 28) vs 29% (21 of 72; OR 2.8 [1.03–7.59; P = 0.036]). For endoscopic improvement, ileal pyroptosis of 22 positive cells per 1000 IECs was the optimal threshold that determines the magnitude SES-CD change. Conclusions Ileal biopsy IEC pyroptosis was predictive of clinical response and endoscopic improvement to vedolizmab in CD patients.


2019 ◽  
Vol 11 (2) ◽  
pp. 111-116 ◽  
Author(s):  
Richard James Harris ◽  
Martin McDonnell ◽  
David Young ◽  
Marion Bettey ◽  
Louise Downey ◽  
...  

ObjectiveTo understand the effectiveness of ustekinumab in treating Crohn’s disease (CD) in a UK real-world setting.DesignRetrospective cohort study using prospectively maintained clinical records.SettingSingle UK inflammatory bowel disease centre.PatientsAdult patients with an established diagnosis of CD prescribed ustekinumab outside of clinical trials at University Hospital Southampton (UHS).InterventionsUstekinumab, a monoclonal antibody to the shared p40 subunit of interleukin (IL) 12 and IL-23 as part of routine clinical care.Main outcome measuresEffectiveness as measured by an improvement in physician’s global assessment, drug persistence and improvement in biomarkers (C-reactive protein (CRP), albumin and calprotectin).Results84 patients were included, 72 had a postinduction review and 49 had 1-year data. At postinduction clinical review, clinical response occurred in 53% of patients and clinical remission occurred in 8%. For patients on ustekinumab at 1 year, clinical response occurred in 71% and remission in 14%. Adverse events included four patients with infections requiring admission, one drug-related rash, five CD surgeries and two CD exacerbations.ConclusionsUstekinumab was well tolerated in a complex UK CD population and demonstrated benefit to patients in terms of clinical response and improvement of biomarkers and with some patients attaining clinical remission. No unexpected safety signals were seen.


2020 ◽  
Vol 14 (Supplement_1) ◽  
pp. S426-S426
Author(s):  
D Mohammad ◽  
A Alshahrani ◽  
Y Bao ◽  
R Alramdan ◽  
A Rajani ◽  
...  

Abstract Background Ustekinumab is a monoclonal antibody against the p40 subunit of IL-12 and IL23 which has been proven efficacious and safe in clinical trials, yet, real-word effectiveness studies are lacking. We aimed to determine the effectiveness and safety of ustekinumab in Crohn’s disease patients in a usual care setting, as well as to identify factors that predict response to treatment. Methods This was a retrospective review of patients with Crohn’s disease who had received ustekinumab at McMaster University Medical Center between January 2017 and August 2019. The primary endpoints were 12-month rates of clinical response, clinical remission and endoscopic improvement (according to physician assessment). We also performed a multivariate logistic regression to determine independent predictors of treatment effectiveness. Key safety outcomes were rates of adverse events including infections. Results We included 123 patients with Crohn’s disease, 58.8% of which had ileocolonic disease. Of these patients, 79.5% had prior TNF-antagonist exposure and 17.1% had previously used vedolizumab. The 12-month rate of clinical response, clinical remission, and endoscopic improvement, were 88%, 35%, and 47% respectively. On univariable analyses, longer disease duration was associated with a lower likelihood of achieving endoscopic improvement (OR 0.91 per year of disease duration, 95% CI 0.84–0.99, p = 0.03). On multivariate logistic regression, concomitant steroid use (OR 0.34, 95% CI 0.12–0.99, p = 0.049) and previous vedolizumab exposure (OR 0.13, 95% 0.02–0.77) were significantly associated with less likelihood of achieving clinical response at 12 months. Adverse events occurred in 13% of patients and infections occurred in only 1% of patients. Conclusion Ustekinumab has been effective in our real-world experience at achieving clinical response, clinical remission and endoscopic improvement in patients with Crohn’s disease. We found that concomitant steroid use and prior vedolizumab exposure were associated with a lower likelihood of clinical response. Further prospective data are needed to understand whether these are truly predictors of lack of response, or represent confounding from patients with more refractory disease.


2021 ◽  
Vol 15 (Supplement_1) ◽  
pp. S523-S524
Author(s):  
K Oh ◽  
J Kim ◽  
N Kim ◽  
H Yoon ◽  
K M Lee ◽  
...  

Abstract Background We investigated the real-life effectiveness and safety of vedolizumab maintenance treatment among Korean patients with Crohn’s disease (CD) or ulcerative colitis (UC) who previously failed anti-tumour necrosis factor (anti-TNF) therapy. Methods Adult patients with CD or UC who have previously failed anti-TNF therapy and received vedolizumab were prospectively enrolled from 16 hospitals in Korea. The primary outcome was clinical remission at week 54. Clinical remission was defined as a Crohn’s disease activity index (CDAI) &lt;150 and a partial Mayo score ≤2 with a combined rectal bleeding and stool frequency subscore ≤1. We also analyzed factors associated with clinical remission at week 54. Results Between August 2017 to July 2020, a total of 165 patients (81 with CD and 84 with UC) received vedolizumab therapy, of whom 154 patients (93.3%) (75 with CD and 79 with UC) received vedolizumab maintenance therapy (Table 1). Clinical remission and response rates at week 54 were 22.2% and 24.1% among patients with CD and 41.4% and 45.7% among patients with UC, respectively (Figure 1A and 1B). Among 70 patients with UC with baseline Mayo endoscopic subscore ≥2, endoscopic remission (Mayo endoscopic subscore ≤1) at week 54 was observed in 19 patients (27.1%). Out of 50 patients with CD with ulcers in baseline endoscopy, 2 patients (4%) showed a disappearance of ulcers at week 54 (Figure 1C). In the multivariable analysis, age at baseline (adjusted odds ration [aOR] 1.065, 95% confidence interval [CI] 1.003–1.131, P=0.041) and Mayo endoscopic subscore at baseline (aOR 0.141, 95% CI 0.026–0.746, P=0.021) were significantly associated with clinical remission at week 54 among patients with UC (Table 2). No factors were found to be associated with clinical remission at week 54 among patients with CD. Among patients who experienced one or more adverse events (n=134, 81.2%), serious adverse events occurred in 82 patients (49.7%) (Table 3). Disease exacerbation was the most common adverse events (n=89, 53.9%). Conclusion The real-life effectiveness of vedolizumab maintenance treatment for Korean patients with UC who failed anti-TNF therapy was generally similar with the outcomes reported from the previous Western studies. A substantial proportion of patients with CD experienced a loss of response during the first year of treatment. Less severe disease at baseline was associated with clinical remission at 1 year of vedolizumab therapy among patients with UC.


2021 ◽  
Vol 15 (Supplement_1) ◽  
pp. S351-S352
Author(s):  
M L Scribano ◽  
A Aratari ◽  
B Neri ◽  
C Bezzio ◽  
P Balestrieri ◽  
...  

Abstract Background Ustekinumab (UST) is increasingly used in Italy for the treatment of refractory Crohn’s disease (CD), however very few data concerning real-life experience has been reported. Therefore, the aim of this study was to assess the long-term effectiveness of UST in refractory CD patients treated in a large Italian cohort. Methods A retrospective study was conducted in 5 Italian tertiary centers. All adult CD patients who started UST because of anti-tumor necrosis factor (TNF) failure were included. The co-primary outcomes were steroid-free clinical remission (defined as Harvey Bradshaw Index, HBI ≤4) at weeks 26 and 52. Secondary outcomes were changes in HBI score, changes in C-reactive protein (CRP) values, normalization of CRP (≤0.5 mg/dl) at weeks 8, 26, and 52, and adverse events. Categorical variables were expressed as frequency and percentage. Unpaired t-test was used to compare variables. A p-value &lt;0.05 indicated statistical significance. Continuous variables were expressed as mean and standard deviation (SD), and median with interquartile range (IQR). Results Between Nov 2018 and Feb 2020,140 patients (51.4% male; median age 45.0 years, IQR 36.3-54.0; median disease duration 16.0 years, IQR 8.0-22.0) were included. The majority of patients had ileocolonic disease (L1, 38.6%; L2, 11.4%; L3, 50.0%) and an inflammatory phenotype (B1, 50.7%; B2, 31.0%; B3, 18.3%). All patients had previously been exposed to at least one anti-TNF agent, 27.1% to 2 anti-TNF agents, and 20.0% to vedolizumab . At inclusion 15.7% of patients received corticosteroids and 8.6% immunomodulators. All patients received an intravenous dose of 6 mg/kg, followed by subcutaneous administration of 90 mg every 8 (90%) or 12 weeks (10%) according to clinical judgment. The proportion of patients achieving steroid-free clinical remission was 61.0% and 64.2% at weeks 26 and 52 respectively. A significant decrease in the mean HBI was reported from baseline to week 8 (6.8 ± 3.6 vs 4.5 ± 3.1; p &lt;0.001), week 26 (3.5 ± 2.9; p &lt;0.001), and week 52 (3.1 ± 2.4; p &lt;0.001). The mean CRP values was also significantly decreased from baseline to week 8 (4.6 ± 7.3 vs 2.8 ± 7.1; p &lt;0.001), week 26 (1.7 ± 3.8; p &lt;0.001), and week 52 (1.1 ± 2.2; p&lt;0.001). At baseline 93 of 119 patients had high CRP value: a normal CRP value was observed in 34.9%, 37.8%, and 49.3% of patients at weeks 8, 26, and 52 respectively. Overall, 11 patients (7.9%) discontinued UST within 1 year: primary failure (n=2), secondary failure (n=6), adverse events (n=3: 2 allergic reactions, and 1 arthralgia). Conclusion To our knowledge this is one of the largest Italian cohort followed up to 1 year, and the results confirm that UST is an effective and safe treatment in refractory CD patients.


2020 ◽  
Vol 14 (Supplement_1) ◽  
pp. S578-S578
Author(s):  
A Viola ◽  
G Fiocco ◽  
A Alibrandi ◽  
F S Macaluso ◽  
M Cappello ◽  
...  

Abstract Background Ustekinumab is approved in Europe for the treatment of moderate-to-severe Crohn’s disease (CD) since 2016. Italian real-life data on efficacy and safety are scarce. The aim of this study was to assess effectiveness, safety and usage of Ustekinumab in an Italian cohort of patients. Methods Data of patients with moderate-to-severe CD who started Ustekinumab in Sicily were extracted from the database of the SN-IBD. Demographic data, disease-related data (disease duration, location, clinical activity) and previous therapies with biologics were collected. The primary study endpoints were steroid-free clinical remission and steroid-free clinical response at week 12, 24 and 52 on Ustekinumab therapy. Secondary study endpoints were: treatment persistence at 24 weeks, safety, and biochemical response (reduction of CRP). Results One hundred thirteen patients started Ustekinumab in Sicily. We performed a preliminary analysis only on patients who reached at least 24 weeks of follow-up. Ninety-three patients (M = 53%; mean age 45 ± 14.9 years) were included. At week 24, 38 patients (41%) achieved steroid-free clinical remission, 56 patients (60%) clinical response. From baseline to the end of follow-up there was a significant reduction of steroid use (41% vs. 21%, p = 0.038) and of mean HBI score (6.5 ± 4.4 vs. 4.8 ± 4.1; p &lt; 0.001). No significant CRP changes were recorded during follow-up. Twelve patients (11%) discontinued therapy due to primary failure (3 patients), secondary failure (5 patients), adverse events (3 patients) and 1 patient was lost to follow-up. Kaplan–Meier survival analysis showed a persistence on therapy with Ustekinumab of 89% of patients after 24 weeks (Figure 1). Conclusion Preliminary data from our real-life cohort of treatment-refractory CD patients suggest a satisfactory effectiveness and a good safety profile of Ustekinumab.


2019 ◽  
Vol 13 (11) ◽  
pp. 1401-1409 ◽  
Author(s):  
Claire Liefferinckx ◽  
Bram Verstockt ◽  
Ann Gils ◽  
Maja Noman ◽  
Catherine Van Kemseke ◽  
...  

Abstract Background Ustekinumab [UST] was recently approved in Europe for the treatment of moderate to severe Crohn’s disease [CD]. Long-term real-world data are currently scarce for CD patients previously exposed to several biologics. Methods This is an observational, national, retrospective multicentre study. Patients received intravenous UST ~6 mg/kg at baseline, with 90 mg subcutaneously thereafter every 8 weeks. Response and remission rates were assessed at Weeks 8, 16, and 52. Results Data from 152 patients were analysed. All patients were exposed to at least one anti-TNFα agent, with 69.7% were exposed to even two anti-TNFα and vedolizumab. After 1 year, 42.1% and 25.7% of patients had experienced clinical response and clinical remission, respectively, and 38.8% and 24.3% had achieved steroid-free clinical response and remission, respectively; 38.8% of patients discontinued therapy during the 12 months of follow-up. Colonic location was predictive of clinical response at 1 year, and low body mass index [BMI] at baseline was a negative predictor of clinical remission. Resolution of arthralgia was associated with clinical response over time. De novo arthralgia was reported by 17.9% of patients at Week 8 and 13.5% of patients at Week 52. No impact of UST on arthralgia was observed in patients with concomitant ankylosing spondylitis [n = 17]. Others adverse events were reported in 7.2% of patients. Conclusions This real-world cohort study confirms the effectiveness of UST in CD patients previously exposed to several biologics. Ustekinumab was well tolerated with respect to adverse events. Podcast This article has an associated podcast which can be accessed at https://academic.oup.com/ecco-jcc/pages/podcast


2021 ◽  
Vol 15 (Supplement_1) ◽  
pp. S400-S401
Author(s):  
R M Saiz Chumillas ◽  
L Alba Hernández ◽  
I Chivato Martín-Falquina ◽  
E Badia Aranda ◽  
M L Arias García ◽  
...  

Abstract Background The efficacy of ustekinumab in patients with Crohn’s disease (CD) refractory to anti-TNF is worse than in anti-TNF naïve patients. Methods Retrospective study of patients with CD refractory or intolerant to TNF initiating ustekinumab between January 2013 and March 2020, with a minimum follow-up of 12 months, and without corticosteroid treatment. Our aim was evaluated clinical response (reduction of CDAI &gt;100), clinical remission (CDAI &lt;150) and biochemical remission (CDAI &lt;100 and CRP &lt;1 mg/L and faecal calprotectin &lt;100 µg/g) in short and long term. Results A total of 49 patients with a medium follow-up of 28 months (IQR:13-37) were included. Patients baseline characteristics are reflected in Table 1. In 20% patients the induction was made subcutaneous (90 mg/week for 4 weeks). At week 52, clinical response, clinical remission and biochemical remission was 93%, 82% and 54% respectively (Figure 1). In the long term (3 years), 62% had clinical response, 52% remained in clinical remission, and 48% showed biochemical remission. 1/3 of patients needed intensification every year. Ustekinumab treatment discontinuation was observed in 13 patients (27%) mainly due to lack of response (6[12%]: primary, 7[14%]: secondary). No serious adverse effects have been reported. Conclusion About 50% of the patients are in clinical and biochemical remission at week 152 in a real-life cohort of anti-TNF-exposed CD patients. With a harder remission definition including biochemical parameters, our results in real life are similar to pivotal studies at week 152. Nevertheless, at week 52 our remission rates were higher.


2021 ◽  
Vol 15 (Supplement_1) ◽  
pp. S522-S523
Author(s):  
A Miranda ◽  
A Cuomo ◽  
S Camera ◽  
C Ciacci ◽  
F R De Filippo ◽  
...  

Abstract Background Ustekinumab (UST), a human anti-IL12/23p40 monoclonal antibody, was approved by FDA and EMA for the treatment of moderate to severe Crohn’s disease (CD). Whether UST is effective in inducing deep remission, including mucosal healing and transmural healing, in patients with CD in a real life setting is not completely clear. Methods The study was performed on 92 subjects (47 males; 45 females; mean age: 42 (17–78) from six medical centers in Campania, Italy, with confirmed diagnosis of moderate to severe Crohn’s disease and no neoplasia. In all patients diagnosis of CD had been reached to years earlier. Before inclusion, all patients had been exposed and had failed to respond to conventional and/or at least one biological therapy.The administration of UST was as follows: IV infusion at week 0 (3 vials of 130 mg each if body weight of 55–85 kg; 2 vials of130 mg each if body weight &lt; 55 kg) and subsequent SC injections (90 mg) q8w thereafter. At enrollment, all subjects underwent colonoscopy and were divided into groups according to endoscopic evaluation: 5 (5.4%) patients had erosions; 24 (26.1%) inflammation; 63 (68.5%) ulcers. Based on the CDAI value, 52 (56.5%) patients had a CDAI of 180–220, 35 (38%) had a CDAI of 220–450, and 5 (5.4%) had a CDAI &gt;450. All patients underwent endoscopic examination and bowel MRI or ultrasonography at baseline and at week 52 to evaluate mucosal and transmural healing. Clinical response was defined as a reduction of CDAI by at least 100 points; clinical remission when CDAI was lower than 150. Clinical response and remission were evaluated at baseline and on 5 different occasions throughout a 12 months follow-up. Incidence of treatment-related adverse events (TRAEs) was recorded during the study period. Results Seventeen patients interrupted therapy while 75 patients continued follow-up until the fifth visit. Clinical response at week 52 was achieved in 38 (50,5%) patients and clinical remission in 29 (39%). Twenty-six (34%) patients showed mucosal healing, 34 (45%) showed partial endoscopic response. Fifteen patients (20%) did not show any change during endoscopic evaluation at follow-up. All patients showing mucosal healing also showed transmural healing, as assessed by ultrasonography or MRI. No major TRAEs were observed during treatment. Conclusion In this multi-center, real life study, we show that UST was well tolerated and effective in inducing clinical response and clinical remission in patients with moderate to severe CD who had previously failed to respond to conventional or biologic therapy. UST showed limited efficacy in inducing deep remission (i.e. mucosal+transmural healing).


2020 ◽  
Vol 26 (Supplement_1) ◽  
pp. S75-S75
Author(s):  
Scott D Lee ◽  
Anand Singla ◽  
Caitlin Kerwin ◽  
Kindra Clark-Snustad

Abstract Background Vedolizumab (VDZ) is an effective treatment for Crohn’s disease (CD); however, inadequate and loss of response is common. Pivotal VDZ trials evaluated alternative dosing intervals, demonstrating numeric but not statistical superiority in efficacy as compared to FDA-approved dosing. The safety and effectiveness of FDA-approved and modified-dosing schedules in a real-world population are unknown. We aimed to evaluate clinical and endoscopic effectiveness & safety of standard and modified maintenance VDZ dosing in a real world cohort. Methods We retrospectively reviewed CD patients (pts) treated with &gt;3 months VDZ, assessing Harvey Bradshaw Index (HBI), Simple Endoscopic Score for Crohn’s disease (SESCD), Short Inflammatory Bowel Disease Questionnaire (SIBDQ), C-reactive protein (CRP), albumin and hematocrit prior to and following standard VDZ dosing, and prior to and following modified VDZ maintenance dosing. We measured duration on therapy and adverse events. Results We identified 226 eligible pts, mean age 41.5 years, 55.3% female, median disease duration 10 years, 88.9% with prior biologic exposure. Mean duration on VDZ was 28.3 months. Standard VDZ dosing: 61.5% of pts with active clinical disease and adequate follow up data achieved clinical response after 3–12 months; 41.0% had clinical remission. 51.9% of pts with active endoscopic disease and adequate follow up data achieved mucosal improvement; 42.3% had endoscopic remission; 26.0% had mucosal healing after 3–24 months. 50.0% of pts with elevated CRP and adequate follow up data normalized CRP after 3–12 months. Modified maintenance dosing: 72 non-remitters to standard VDZ dosing received modified VDZ maintenance dosing. 51.5% of pts with active clinical disease prior to starting dose modification and adequate follow up data achieved clinical response after 3–12 months of modified maintenance dosing; 42.4% had clinical remission. 22.2% of pts with SESCD ≥3 prior to starting dose modification achieved mucosal improvement after 3–24 months; 22.2% had mucosal healing. 26.7% of pts with SESCD ≥4 prior to starting modified dosing had endoscopic remission after 3–24 months. 50.0% of pts with elevated CRP and adequate follow up data normalized their CRP after 3–12 months. Safety: 82.7% of pts reported ≥1 adverse events, most commonly infection and worsening CD symptoms. Discussion Standard VDZ dosing resulted in clinical and endoscopic improvement in pts with moderate-severe CD, with prior exposure to multiple advanced therapies. For non-remitters to standard dosing, modified VDZ maintenance dosing improved clinical disease activity in ∼50% of pts and improved endoscopic disease activity in ∼20% of pts, suggesting that for pts who did not achieve remission with standard VDZ dosing, modified VDZ dosing may result in clinical and endoscopic improvement.


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