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Real-World Evidence of XARELTO: Effects of Body Weight

Last Updated: 09/11/2024

Summary

Real-World Evidence


Effectiveness and Safety of XARELTO vs Warfarin
Study Objective
Patients
Outcomes
Berger et al (2022)13
Retrospective, weighted-cohort study.
Patient source
Health insurance claims data from the IQVIA PharMetrics® Plus database from November 02, 2011, to September 30, 2019
Study groups
  • XARELTO (N=8666)
  • Warfarin (N=5946)
Inclusion criteria
  • Age ≥18 years
  • Obesity/BMI ≥30 kg/m2
  • Continuous health insurance enrollment of ≥12 months
  • Patients with VTE

Key demographics
In the weighted XARELTO and warfarin cohorts, respectively,
  • Mean age was 51.1 years and 51.3 years
  • 51.8% and 51.6% were women
  • 41.1% and 41.9% had morbid obesity (BMI ≥40 kg/m2)
Effectiveness outcomea
  • Recurrent VTE (hospitalization with a primary diagnosis of VTE): 7.0% in the XARELTO cohort (N=5045) and 8.2% in the warfarin cohort (N=3391; HR, 0.85; 95% CI, 0.75-0.97; P=0.015) at 12 months in the ITT population.
    • The mean observation period was 9.6 months in the XARELTO cohort and 9.7 months in the warfarin cohort.

Safety outcomea,b
  • Major bleeding: 4.1% in the XARELTO cohort (N=1808) and 3.6% in the warfarin cohort (N=1221; HR, 1.11; 95% CI, 0.891.37; P=0.354) at 12 months in the on-treatment population.
    • The mean on-treatment period was 6.1 months for the XARELTO and warfarin cohorts.
Berger et al (2021)14
Retrospective, observational, weighted-cohort study
Patient source
Health insurance claims data from the IQVIA PharMetrics® Plus database from January 2010 to September 2019
Study groups
  • XARELTO (N=10,555)
  • Warfarin (N=5080)
Inclusion criteria
  • Age ≥18 years
  • Obesity/BMI ≥30 kg/m2
  • Continuous health insurance enrollment of ≥12 months
  • Patients with NVAF

Key demographics
In the weighted XARELTO and warfarin cohorts, respectively,
  • Mean age was 59.3 years and 59.4 years
  • 31.0% and 31.9% were women
  • 37.7% and 39.0% had morbid obesity (BMI ≥40 kg/m2)
  • Mean CHA2DS2-VASc score was 2.65 and 2.70
Primary effectiveness outcomea:
  • Over the 36 month follow up, XARELTO compared to warfarin showed a 26% lower risk of stroke/SE (HR, 0.74; 95% CI, 0.60-0.91; P=0.004).
    • In morbidly obese patients, the risk of stroke/SE was significantly lower in patients treated with XARELTO compared to warfarin (HR, 0.66; 95% CI, 0.48-0.91; P=0.011).

Primary safety outcomeb
  • The risk of major bleeding (safety outcome) was similar between XARELTO and warfarin (HR, 0.85; 95% CI, 0.71-1.02; P=0.085) up to 36 months of follow-up.
    • In morbidly obese patients, the risk of major bleeding was significantly lower in patients treated with XARELTO compared with those treated with warfarin (HR, 0.72; 95% CI, 0.55-0.95; P=0.020).
Perales et al (2020)15
Retrospective cohort study
Patient source
2 academic medical centers from November 1, 2013, to September 30, 2017
Study groups
  • XARELTO (N=84)
  • Warfarin (N=92)
Inclusion criteria
  • Age ≥18 years
  • BMI >40 kg/m2 or weight >120 kg
  • Initiated on warfarin or XARELTO for AF or VTE while admitted to the hospital

Key demographics
In the XARELTO and warfarin groups, respectively,
  • Mean age was 56 years and 55 years
  • 48.0% and 45.0% were women
  • Median (IQR) BMI was 45 (41-51) kg/m2 and 44 (41-50) kg/m2
Primary outcome
  • The incidence of clinical failurec was not statistically significant with XARELTO compared with warfarin (5% vs 13%, respectively; P=0.06). Additionally, there were no reports of stroke and mortality within 12 months.

Other outcomes
  • Patients on XARELTO had a significantly shorter hospital stay compared with those on warfarin (median [IQR]: 2 [1-3] days vs 4 [2-7] days; P<0.01).
  • XARELTO was associated with a higher incidence of bleedingd complications compared with warfarin (8% vs 2%; P=0.06).
Costa et al (2021)16
Retrospective cohort study
Patient source
US Optum® De-identified EHRs from November 1, 2011, to September 30, 2018
Study groups
  • XARELTO (N=6755)
  • Warfarin (N=6755)
Inclusion criteria
Patients with a BMI ≥30 kg/m2 who received XARELTO or warfarin as their first OAC within 7 days after an acute VTE (index date) and had ≥12 months of EHR activity prior to the index date and received treatment from at least 1 provider in the last 12 months
Key demographics
  • Median age was 55 years overall
  • 22% had a PE±DVT

In the XARELTO and warfarin groups, respectively,
  • 53.7% and 54.7% were women
  • 25.4% and 27.1% had a BMI ≥40 kg/m2
Primary effectiveness outcomea:
XARELTO was associated with a reduced risk of recurrent VTE compared to warfarin.
  • At 3 months: HR 0.61, 95% CI 0.51-0.72
  • At 6 months: HR 0.65, 95% CI 0.55-0.77
  • At 12 months: HR 0.63, 95% CI 0.54-0.74

Primary safety outcomeb:
No significant difference in major bleeding was found between XARELTO and warfarin.
  • At 3 months: HR 0.99, 95% CI 0.68-1.44
  • At 6 months: HR 0.90, 95% CI 0.64-1.26
  • At 12 months: HR 1.00, 95% CI 0.73-1.36
Costa et al (2020)17
Retrospective cohort study
Patient source
US Optum® De-identified EHRs from November 1, 2010, to September 30, 2018
Study groups
  • XARELTO (N=35,613)
  • Warfarin (N=35,613)
Inclusion criteria
Patients with NVAF with a BMI ≥30 kg/m2 who had ≥12 months of EHR activity prior to the index date and received treatment from at least 1 provider in the last 12 months
Key demographics
In the XARELTO and warfarin groups, respectively,
  • Median age was 67 years and 69 years
  • 39.5% and 40.2% were women
  • 25.2% and 25.4% had BMI ≥40 kg/m2
Primary effectiveness outcomea:
XARELTO was associated with a reduced incidence of stroke/SE compared to warfarin (1.20% vs 1.88%; HR, 0.83; 95% CI, 0.73-0.94)
Primary safety outcomeb:
XARELTO was associated with a reduced incidence of major bleeding compared to warfarin (2.46% vs 3.88%; HR, 0.82; 95% CI, 0.75-0.89).
Peterson et al (2019)18
Retrospective cohort study
Patient source
Two US healthcare claims databases, Truven MarketScan Commercial Claims and Encounters and Medicare Supplemental, from December 1, 2010, to December 31, 2016
Study groups
After propensity score matching,
  • XARELTO (N=3563)
  • Warfarin (N=3563)
Inclusion criteria
Patients initiated on XARELTO or warfarin who had ≥1 medical claim with an AF diagnosis, a diagnostic code for morbid obesity (BMI ≥40 kg/m2 or body weight >120 kg), and ≥12 months of continuous enrollment before and 3 months after treatment initiation
Key demographics
In the XARELTO and warfarin groups, respectively,
  • Mean age was 62.97 years and 62.89 years
  • 46.1% and 46.0% were women
Primary and secondary outcomesa
  • XARELTO-treated patients and warfarin-treated patients had similar risks of ischemic stroke/SE (1.5% vs 1.7%, respectively; OR, 0.88; 95% CI, 0.60-1.28; P=0.5028) and major bleedingb (2.2% vs 2.7%, respectively; OR, 0.80; 95% CI, 0.59-1.08; P=0.1447).
    • The number of ischemic stroke/SE events (PPPY) was similar between the groups (XARELTO, 0.001; warfarin, 0.002; P=0.3592). Mean time to first composite ischemic stroke/SE event was 111.9 days vs 125.9 days with XARELTO vs warfarin, respectively (P=0.5690).
    • The number of major bleedingb events (PPPY) was the same for both groups (0.03; P=0.2570). Mean time to first major bleeding event was 128.0 days vs 147.6 days with XARELTO vs warfarin, respectively (P=0.1878).
Spyropoulos et al (2019)19
Retrospective cohort study
Patient source
Combined Truven MarketScan Commercial Claims and Encounters and Medicare Supplemental claims databases from December 1, 2011 to December 31, 2016
Study groups
After propensity score matching,
  • XARELTO (N=2890)
  • Warfarin (N=2890)
Inclusion criteria
  • Patients who initiated treatment with either XARELTO or warfarin, based on ≥1 pharmacy claim within 28 days of the VTE diagnosis index date.
  • Due to a lack of BMI data in claims databases, ≥1 diagnosis of morbid obesity was required during the 12-month baseline period through 3 months after the drug index date.

Key demographics
In the XARELTO and warfarin groups, respectively,
  • Mean age was 53.3 years and 53.1 years
  • 60.5% and 60.2% were women
Primary outcomea
  • The risk of recurrent VTEe was similar among XARELTO- and warfarin-treated patients in the ITT analysis (16.8% vs 15.9%, respectively; OR, 0.99; 95% CI, 0.85-1.14; P=0.8443).

Secondary outcomea,b
  • The risk of major bleeding was numerically lower in the XARELTO cohort vs the warfarin cohort in the on-treatment analysis but did not reach statistical significance (1.4% vs 1.8%, respectively; OR, 0.75; 95% CI, 0.47-1.19; P=0.2266).
Abbreviations: AF, atrial fibrillation; BMI, body mass index; CHA2DS2-VASc, congestive heart failure, hypertension, age ≥75 (doubled), diabetes, stroke (doubled), vascular disease, age 65 to 74, and sex category (female); CI, confidence interval; DVT, deep vein thrombosis; EHR, electronic health record; HR, hazard ratio; IQR, interquartile range; ISTH, International Society on Thrombosis and Haemostasis; ITT, intent-to-treat; MB, major bleeding; NVAF, nonvalvular atrial fibrillation; OAC, oral anticoagulant; OR, odds ratio; PE, pulmonary embolism; PPPY, per patient per year; SD, standard deviation; SE, systemic embolism; US, United States; VTE, venous thromboembolism.aResults were adjusted to try to control for potential confounding factors.bMajor bleeding was defined using a validated claims-based algorithm by Cunningham et al.cClinical failure during anticoagulation therapy, defined as VTE recurrence, stroke incidence, or mortality within the first 12 months of therapy initiation.dMajor bleeding was defined according to the ISTH criteria.eThe primary outcome compared between the treatment cohorts was the risk of recurrent VTE, defined as a hospitalization (inpatient service) or emergency room visit with a primary diagnosis of VTE during the follow-up period.

Effectiveness and Safety of XARELTO vs Apixaban
Study Objective
Patients
Outcomes
Burnham et al (2023)20
Retrospective chart review
Patient source
Patients were included from an outpatient cardiovascular clinic from October 2014 to January 2021
Study groups
  • XARELTO (N=121)
  • Apixaban (N=212)
Inclusion criteria
  • Age ≥18 years
  • Diagnosis of NVAF
  • Prescription of XARELTO or apixaban for ≥3 months
  • BMI ≥30 kg/m2

Key demographics
In the XARELTO and apixaban cohorts, respectively,
  • Mean age was 69.5 years and 71.4 years
  • 54.5% and 58.5% were men
  • Mean BMI was 38.3 kg/m2 and 37.2 kg/m2
  • 26.4% and 28.8% were morbidly obese (BMI ≥40 kg/m2)
XARELTO, n (%)
Apixaban, n (%)
P-Value
Primary effectiveness outcome: composite of arterial thrombus, MI, stroke, TIA
2 (1.7)
8 (3.8)
0.28
Primary safety outcome: composite of CRNMB and major bleedinga
2 (1.7)
6 (2.8)
0.50
Abbreviations: BMI, body mass index; CRNMB, clinically relevant non-major bleeding; ISTH, International Society on Thrombosis and Haemostasis; MI, myocardial infarction; NVAF, nonvalvular atrial fibrillation; TIA, transient ischemic attack.aCRNMB and Major bleeding were defined according to the ISTH criteria.

Effectiveness and Safety in Obese Special Populations
Study Objective
Patients
Outcomes
Morbid Obesity
Weaver et al (2022)21 conducted a retrospective cohort study to evaluate the effectiveness and safety of XARELTO vs warfarin in patients with morbid obesity.
Patient source
Patients admitted to one of the Ascension Health Systems between January 1, 2012 and December 31, 2019
Study groups
  • XARELTO (N=487)
  • Warfarin (N=785)
Inclusion criteria
  • Age >18 years
  • Diagnosis of VTE
  • BMI ≥40 kg/m2 or weight >120 kg

Key demographics
In the XARELTO and warfarin cohorts, respectively,
  • Mean age was 56.6 years and 57.7 years
  • 47.9% and 56.3% were women
  • Mean weight was 134.1 kg and 139.2 kg
  • Mean BMI was 44.8 kg/m2 and 47.1 kg/m2
Primary effectiveness outcomea
  • The use of XARELTO was not associated with an increased hazard of VTE events compared with warfarin (HR, 0.69; 95% CI, 0.42-1.08; P=0.12).

Primary safety outcomea
  • There were no significant differences in major bleedingb events with XARELTO and warfarin (HR, 1.21; 95% CI, 0.62-2.34; P=0.58).
  • No differences were found in all-cause mortality and switch in anticoagulation therapy during 12 months between the XARELTO and warfarin groups.
Dobry et al (2024)22 conducted a retrospective cohort study to evaluate the effectiveness and safety of Factor Xa inhibitors vs warfarin in patients with morbid obesity.
Patient source
Patients admitted to one of the Ascension Health Systems between January 2, 2012 and December 31, 2019
Study groups
  • Factor Xa inhibitor (N=1760 [apixaban, 1086; XARELTO, 674])
  • Warfarin (N=1396)

Total N=3156. Only XARELTO vs warfarin outcomes are reported (N=2070)
A prespecified subgroup analysis was performed in patients with a BMI >50 kg/m2 and/or weight >140 kg
  • XARELTO (N=558)
  • Warfarin (N=491)

(No patients in the apixaban group had a BMI >50 kg/m2).
Inclusion criteria
  • Age ≥18 years
  • BMI ≥40 kg/m2 and/or weight>120 kg
  • Diagnosis of NVAF and discharged on warfarin or Factor Xa inhibitors

Key demographics
In the Factor Xa inhibitor and warfarin cohorts, respectively,
  • Mean age was 65.2 years and 65.8 years
  • 41.9% and 46.8% were men
  • Mean weight was 133.2 kg and 135.3 kg
  • Mean BMI was 44.1 kg/m2 and 45.4 kg/m2

Subgroup analysis
  • Average BMI was 51.8 kg/m2

Average weight was 161.1 kg
Primary outcomea
  • Stroke or SE (XARELTO vs warfarin): OR, 0.93; 95% CI, 0.51-1.69; P=0.82
  • Major bleedingb (XARELTO vs warfarin): OR, 1.22; 95% CI, 0.73-2.05; P=0.44

Secondary outcomea
  • CRNMBd (XARELTO vs warfarin): OR, 1.31; 95% CI, 0.74-2.31; P=0.35

Subgroup analysis outcome
XARELTO vs warfarin
  • Stroke or SE (2.5% vs 3.3%; P=0.47)
  • Major bleedingb (2.2% vs 3.7%; P=0.14)

CRNMBd (2.3% vs 3.3%; P=0.36)
Obesity and Diabetes
Weir et al (2021)23 conducted a retrospective cohort study to evaluate the effectiveness and safety of XARELTO vs warfarin in patients with both obesity and diabetes.
Patient source
Claims from Optum’s de-identified Clinformatics Data Mart Database between December 1, 2011, and March 2020
Study groups
After propensity score matching,
  • XARELTO (N=9999)
  • Warfarin (N=9999)
Inclusion criteria
  • Age ≥18 years
  • Diagnosis of NVAF and diabetes
  • Obesity or BMI ≥30 kg/m2

Key demographics
In the XARELTO and warfarin cohorts, respectively,
  • Mean age was 70.0 years and 70.2 years
  • 41.2% and 42.0% were women
  • 43.8% and 42.6% had BMI ≥40 kg/m2
Primary effectiveness outcomea
  • The composite risk of stroke/SE was significantly lower in the XARELTO cohort (7.2%) compared with the warfarin cohort (9.1%). Patients who received XARELTO had an 18% reduction in the composite risk of stroke or SE compared with those who received warfarin (HR, 0.82; 95% CI, 0.74-0.90) in the ITT analysis.

Primary safety outcomea
  • The risk of major bleedingc was not significantly different between the XARELTO and warfarin cohorts (HR, 0.92; 95% CI, 0.78-1.09).
Obesity and Concomitant AF/Atrial flutter and HF
Chugh et al (2023)24 conducted a retrospective observational study to evaluate the effectiveness and safety of apixaban, dabigatran, and XARELTO in patients with obesity and concomitant AF/atrial flutter and HF.
Patient source
Records of all inpatients hospitalized at Montefiore Medical Center from January 1, 2011 to September 1, 2015
Study groups
Obese (BMI ≥30and <40 kg/m2)
  • XARELTO (N=238)
  • Apixaban (N=101)
  • Dabigatran (N=275)

Morbidly obese (BMI ≥40 kg/m2)
  • XARELTO (N=97)
  • Apixaban (N=54)
  • Dabigatran (N=118)
Inclusion criteria
  • Age ≥18 years
  • Diagnosis of NVAF and/or atrial flutter and concurrent HF
  • BMI ≥30 kg/m2
  • Taking apixaban, dabigatran, XARELTO

Key demographics
In the XARELTO, apixaban, and dabigatran obese groups, respectively,
  • Median age was 70, 78.4, and 71 years
  • 53.4%, 52.5%, and 51.3% were men
  • Median BMI was 33.4, 33.7, and 33.4 kg/m2

In the XARELTO, apixaban, and dabigatran morbidly obese groups, respectively,
  • Median age was 62, 67.4, and 65.5 years
  • 46.4%, 40.7%, and 37.3% were men
  • Median BMI was 45.7, 46.1, and 45.3 kg/m2
Obese (BMI ≥30and <40 kg/m2)
  • First inpatient admission for ischemic stroke or SEa:
    • Apixaban vs XARELTO: HR, 2.2; 95% CI, 0.6-8.2; P=0.22
    • Dabigatran vs XARELTO: HR, 3.6; 95% CI, 0.7-19.1; P=0.13
  • First inpatient admission for bleeding eventa,e:
    • Apixaban vs XARELTO: HR, 0.21; 95% CI, 0.084-0.52; P=0.0007
    • Dabigatran vs XARELTO: HR, 0.72; 95% CI, 0.49-1.036; P=0.76

Morbidly obese (BMI ≥40 kg/m2)
  • First inpatient admission for ischemic stroke or SEa:
    • Apixaban vs XARELTO: HR, 0.22; 95% CI, 0.035-1.44; P=0.23
    • Dabigatran vs XARELTO: HR, 0.26; 95% CI, 0.086-0.78; P=0.016
  • First inpatient admission for bleeding eventa,e:
    • Apixaban vs XARELTO: HR, 0.55; 95% CI, 0.19-1.60; P=0.27
    • Dabigatran vs XARELTO: HR, 0.95; 95% CI, 0.47-1.92; P=0.89
Obesity and Polypharmacy
Alberts et al (2022)25 conducted a retrospective cohort study to evaluate the effectiveness and safety of XARELTO vs warfarin patients with obesity and polypharmacy.
Patient source
Two claims databases (IBM MarketScan Commercial Claims and Encounters and IBM MarketScan Medicare Supplemental) from December 1, 2011, to March 1, 2020
Study groups
After propensity score matching,
  • XARELTO (N=21,547)

Warfarin (N=21,547)
Inclusion criteria
  • Age ≥18 years
  • One or more medical claims with a diagnosis of AF
  • Obesity or BMI ≥30 kg/m2
  • Polypharmacy status was categorized as 1-4, 5-9, and ≥10 concurrent medications on the index date (first claim date for the initiation of XARELTO or warfarin)

Key demographics
In the XARELTO and warfarin cohorts, respectively,
  • Mean age was 65.14 years and 65.28 years
  • 36.0% and 36.1% were women

34.6% and 34.7% had BMI ≥40 kg/m2
Primary effectiveness outcomea
  • The overall composite risk of stroke and SEf was significantly lower in the XARELTO cohort compared with the warfarin cohort (4.3% vs 5.6%; HR, 0.77; 95% CI, 0.70-0.84; P<0.001) over a mean follow-up time of 25 months.

Primary safety outcomea
The risk of major bleedingc was not significantly different between the XARELTO and warfarin cohorts (2.0% each; HR, 0.93; 95% CI, 0.81-1.06; P=0.2842) over a mean follow-up time of 12 and 11 months, respectively. These results were consistent across the 3 polypharmacy groups.
Berger et al (2021)26 conducted a retrospective weighted-cohort study to evaluate the effectiveness and safety of XARELTO vs warfarin in patients with obesity and polypharmacy.
Patient source
IQVIA PharMetrics® Plus database from January 1, 2010, to September 30, 2019
Study groups
After IPTW, the weighted cohorts included
  • XARELTO (N=7000)

Warfarin (N=3920)
Inclusion criteria
  • Age ≥18 years
  • Diagnosis of AF
  • Obesity or BMI ≥30 kg/m2
  • Polypharmacy (≥5 concurrent medications) and ≥12 months of continuous health plan enrollment

Key demographics
In the XARELTO and warfarin cohorts, respectively,
  • Mean age was 60.2 years and 60.1 years
  • 31.1% and 32.2% were women

40.0% and 41.4% had BMI ≥40 kg/m2
Primary effectiveness outcomea
  • XARELTO was associated with a 29% lower risk of stroke/SEb relative to warfarin (HR, 0.71; 95% CI, 0.57-0.90; P=0.004) at 36 months.

Primary safety outcomea
Risk of major bleedingc was numerically but not significantly lower in the XARELTO cohort compared with the warfarin cohort at 36 months of follow-up (HR, 0.85; 95% CI, 0.70-1.03; P=0.089).
Body Weight Association with Adverse Clinical Outcomes
Nwanosike et al (2024)27 conducted a retrospective, hospital-based cohort study to explore the association between different body weight categories and adverse clinical outcomes in patients on DOAC therapy (apixaban, XARELTO, edoxaban, and dabigatran).
Patient source
Adult patients receiving DOACs in Calderdale and Huddersfield NHS Foundation Trust Hospitals between May 1, 2017, and October 31, 2021
Study groups
Overall, 97,413 patients were included in the study. Of them, 13,849 (14.2%) were on XARELTO.
Inclusion criteria
Patients on DOAC therapy for
  • Management/prevention of ischemic stroke in AF
  • Treatment and prevention of VTE

Key demographics
Overall,
  • Mean age was 78.8 years
  • 52.5% were women
  • Mean weight was 74.4 kg
  • Mean BMI was 27.2 kg/m2

23.8% were obese and 4.4% were morbidly obese
  • Mortality rates were higher in the dabigatran and XARELTO groups compared with the apixaban and edoxaban groups (log-rank P<0.001) regardless of the obesity status.

In the morbid obesity subgroup, the mortality rate was higher in the apixaban group compared with the XARELTO group (log-rank P=0.001), whereas in the obesity and overweight subgroups, the mortality rate was lower in the apixaban group compared with the XARELTO group (log-rank P=0.001, P=0.001).
Abbreviations: AF, atrial fibrillation; BMI, body mass index; CI, confidence interval; CRNMB, clinically relevant non-major bleeding; DOAC, direct oral anticoagulant; HF, heart failure; HR, hazard ratio; ISTH, International Society on Thrombosis and Haemostasis; IPTW, inverse probability of treatment weighting; ITT, intent-to-treat; NHS, National Health Services; NVAF, nonvalvular atrial fibrillation; OR, odds ratio; SE, systemic embolism; US, United States; VTE, venous thromboembolism. aResults were adjusted to try to control for potential confounding factors.bMajor bleeding was defined according to the ISTH criteria.cMajor bleeding was defined using a validated claims-based algorithm by Cunningham et al.dCRNMB was defined according to the ISTH criteria.eThe primary safety endpoint was the patient’s first inpatient admission for a bleeding event, including intracranial hemorrhage, gastrointestinal hemorrhage, or bleeding from other sites.fStroke and SE were defined as a hospitalization or emergency room visit with a primary diagnosis of stroke (ischemic or hemorrhagic) or SE.

LITERATURE SEARCH

A literature search of MEDLINE®, EMBASE®, BIOSIS Previews®, DERWENT® (and/or other resources, including internal/external databases) was conducted on 23 July 2024.

 

References

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