Abstract
Introduction
Venous thromboembolism (VTE), which includes DVT and PE is a serious complication in cancer patients. This meta-analysis evaluates the efficacy and safety of rivaroxaban compared to LMWHs in treating cancer-associated VTE.
Methods
Following PRISMA guidelines, we searched PubMed, Cochrane Library, Google Scholar, and ClinicalTrials.gov from inception to May 2025 for studies comparing rivaroxaban with low-molecular-weight heparins (LMWHs) in adults with cancer-associated VTE. Primary outcomes were VTE recurrence and all-cause mortality. Risk ratios (RR) with 95% confidence intervals (CI) were pooled using a random-effects model. Risk of bias was assessed using RoB and NOS, with sensitivity and GRADE analyses performed.
Results
Twenty-five studies (n = 19,153, Rivaroxaban: 5186; LMWH: 13967) were included. Rivaroxaban significantly reduced the risk of VTE recurrence compared to LMWH (RR = 0.88; 95% CI: 0.78-0.99; P = 0.03). Rivaroxaban also significantly reduced all-cause mortality compared to LMWH (RR = 0.83; 95% CI: 0.69-0.99; P = 0.04). However, no statistically significant differences were noted in other outcomes. GRADE assessment showed evidence certainty ranged from high to very low.
Conclusion
Rivaroxaban demonstrates lower all-cause mortality compared with LMWH, indicating a potential advantage in managing cancer-associated VTE. However, further large-scale RCTs are warranted to confirm its safety profile.
Keywords
1. Introduction
Venous thromboembolism refers to clot formation in different veins of body which includes deep vein thrombosis (DVT) and pulmonary embolism (PE), is a common and often life-threatening complication in cancer patients. 1 This condition is a major cause of morbidity and the second leading cause of death in people with cancer. Moreover, the hypercoagulable state associated with cancer has been shown to contribute to tumor progression, independent of VTE events themselves. Hence also referred to as cancer-associated VTE (CAT). 2
The pathophysiology behind this event stems from the fact that cancer creates a hypercoagulable state through several mechanisms that increase the risk of blood clots. The coagulation cascade is being activated by tumor cells by releasing procoagulant substances, such as tissue factor (TF), which triggers a series of reactions that lead to clot formation. 3 Also, these active cancer cells secrete cytokines and other substances that can damage the blood vessel lining (endothelium), further promoting clot development. These events lead to formation of a thrombus which can either remain in place as a DVT or break off and travel to the lungs as a PE. Most observed symptoms of DVT include swelling, pain, tenderness, or redness in the affected limb, most often in the leg 4. Furthermore, a pulmonary embolism is more severe and acute event, with symptoms such as sudden shortness of breath, chest pain, cough, and rapid heartbeat. The severity of CAT varies, from asymptomatic or mild DVT to fatal PE.
VTE is generally more common in cancer patients then general population globally. The current epidemics of incidence of VTE is about 0.1% in the general population, it is estimated to be 0.5% in cancer patients, and some studies suggest that as many as 20% of all VTE events are cancer related. Cancer related factors that increase the risk of CAT include type of cancer, its stage, immobility and chemotherapy frequency. 5 One of the key risk factors contributing to the formation of DVT is obesity, obese people are more prone to formation of thrombus let alone DVT. 6
Conventional treatment of CAT has been anticoagulation therapy, specifically low molecular weight heparin (LMWH) like enoxaparin. This therapy is highly effective but require daily subcutaneous injections, which can be burdensome for patients, leading to reduced adherence and a potential for injection-site bruising. 7 Recently, a new direct oral anticoagulant (DOACs) like rivaroxaban have emerged as a more convenient, once-daily oral option. It is a direct Factor Xa inhibitor that prevents blood clot formation. Although convenient because of its oral administration, this anticoagulant, like all others, carries concerns regarding bleeding risk. 8
Cancer related DVT, is a serious complication that can lead to both acute and long-term health problems. The most frequent and critical threat is formation of pulmonary embolism when a part of DVT clot breaks off and travels to lungs via blood stream and lodges in a pulmonary artery blocking it. Ultimately leading to sudden shortness of breath, chest pain, and a rapid heartbeat. 9 In fact, after the cancer itself, PE is the second leading cause of death in cancer patients. Over half of cancer patients with proximal DVT may develop post-thrombotic syndrome (PTS). It is a chronic condition caused by damage to veins valves and linings. Resulting in impaired blood flow and stasis. Symptoms include persistent swelling, pain, heaviness, skin discoloration, and in severe cases, skin ulcers. This condition significantly reduces a patient’s quality of life and can require ongoing medical management. 10
The aim of this study is to compare the efficacy and safety of rivaroxaban versus conventional LMWH therapy in patients with cancer-associated VTE. Our findings will help determine if rivaroxaban can provide a safer, more effective, and more patient-friendly alternative to conventional LMWH therapy for this at-risk population.
2. Methods
This meta-analysis was reported following the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines. 11 The protocol of this meta-analysis was registered in the International Prospective Register of Systematic Reviews (PROSPERO) with the reference number CRD420251169954.
2.1. Data Sources and Search Strategy
A thorough search was carried out using PubMed/MEDLINE, Embase, Scopus, Web of Science, and Google Scholar databases. The reference lists of the retrieved publications, as well as previous systematic reviews and meta-analyses, were examined for relevant articles. The search method placed no constraints on publishing status or language. The search words included relevant MeSH terms and associated keywords, such as (“venous thromboembolism” OR “VTE” OR “pulmonary embolism” OR “PE” OR “deep vein thrombosis” OR “DVT” OR “cancer-associated thrombosis” OR “CAT”) AND (“rivaroxaban” OR “apixaban” OR “DOAC” OR “direct oral anticoagulant”) AND (“dalteparin” OR “enoxaparin” OR “LMWH” OR “low molecular weight heparin”). Although broader direct oral anticoagulant (DOAC) terms were included in the search strategy to maximize sensitivity and ensure comprehensive study identification, only studies directly comparing rivaroxaban with low-molecular-weight heparin (LMWH) were eligible for inclusion in the final quantitative analysis. The detailed search strategy will be provided in Supplementary Table 1.
2.2. Study Selection and Eligibility Criteria
All articles retrieved through the systematic search were imported into the EndNote reference library, version X8.1 (Clarivate Analytics), where duplicates were thereafter omitted. Two authors independently examined and chose studies, and any differences were handled by a third author. Selected studies were retrieved for full-text review to ensure relevance. The inclusion criteria were defined using the Population, Intervention, Control, and Outcomes (PICO) methodology for systematic reviews, where: ● ● ● ●
This meta-analysis included randomized controlled trials and prospective or retrospective cohort studies that compared rivaroxaban or other DOACs with LMWH or other anticoagulants for the treatment or prevention of VTE/CAT in cancer patients. Studies explicitly focusing on high bleeding risk patients on DOACs or specific cancer types (e.g., luminal gastrointestinal or genitourinary cancers in some studies) were noted as relevant for subgroup analysis or exclusion criteria if specified by the individual study.
2.3. Data Extraction
On a pre-piloted Microsoft Excel sheet, two authors independently evaluated the data and supplemental resources; disagreements were settled by consulting a third author. From the selected studies, the following information was extracted: study labels, year of publication, study design, country, number of participants in each arm, baseline patient characteristics (e.g., age, sex, cancer type, VTE type, presence of metastases), duration of follow-up, and results about the effectiveness and safety profile. Effectiveness endpoints included recurrent VTE (overall, symptomatic, incidental), while safety endpoints included major bleeding, clinically relevant non-major bleeding, and all-cause mortality.
2.4. Quality Assessment
Two authors independently assessed the quality and risk of bias of the included studies. For Randomized Control Trials (RCTs), the Cochrane Risk of Bias tool 2.0 (RoB 2.0) was used. 12 This tool assesses the risk of bias associated with the randomization process, deviations from intended interventions, missing outcome data, measurement of the outcome, and selection of the reported result. Judgments were categorized as ‘Low risk’, ‘High risk’, or ‘Some concerns’. For observational studies, Newcastle and Ottawa Scale was utilized, focusing on aspects such as patient selection, comparability of groups (e.g., confounding control methods like propensity score matching), ascertainment of exposures and outcomes, and completeness of follow-up. 13
2.5. Statistical Analysis
Two authors conducted the integration of study findings using Review Manager (RevMan version 5.4; Copenhagen: The Nordic Cochrane Centre, The Cochrane Collaboration, 2014). For dichotomous outcomes (e.g., VTE recurrence, major bleeding, mortality), we calculated pooled Relative Risks (RR) with their 95% confidence intervals (CI). For continuous outcomes, Standardized Mean Differences (SMDs) with 95% CI were computed. We combined the findings from all included research using the Mantel-Haenszel random-effects model, and we displayed them in forest plots. A p-value of less than 0.05 was considered statistically significant. Utilizing the Higgins I2 index, statistical heterogeneity was evaluated. High heterogeneity is indicated by I2 > 50%, moderate by I2 25–50%, and low by <25%. Funnel plots were used to assess publication bias for outcomes reported by at least 10 studies.
2.6. Certainty of Evidence
We used a GRADE (Grading of Recommendations Assessment, Development, and Evaluation) tool to assess the overall quality and strength of evidence for each primary and secondary outcome. 14
3. Results
3.1. Literature Search Results
The initial literature search through three data bases and one register, yielded a total of 306 studies. After exclusions, 25 studies remained for analysis.15-39 The PRISMA flowchart (figure-1) summarizes the process of literature search and screening. PRISMA 2020 flow diagram for study selection
3.2. Study Characteristics
Study Characteristics and Baseline Patient Demographics
3.3. Risk of Bias Assessment
Risk of bias for included randomized control trials was assessed using RoB 2.0. The overall risk of bias for four trials was categorized as ‘some concerns’. One trial was classified as low risk, while the other three were assessed to have some concerns. The most common domain that indicated issues was ‘bias due to deviation from intended interventions’ (D2). All other domains showed a low risk of bias (Supplementary Figure S1). In addition to that, to assess the quality of observational studies, Newcastle-Ottawa Scale (NOS) was used. 9 studies scored 8 stars and 8 studies scored 7 stars suggesting high methodological quality and a low risk of bias. The remaining 4 studies scored 6 stars reflecting moderate quality and moderate risk of bias. The most common domain for the risk was the ‘comparability domain’ which assessed the control for confounding factors. The detail of NOS scores is provided in the Supplementary Table 2. Overall, the included studies demonstrated satisfactory methodological quality and support the validity of our findings.
3.4. Certainty of Evidence
The certainty of evidence for comparing Rivaroxaban with low molecular weight heparin (LMWH) in patients with venous thromboembolism (VTE) was assessed using the GRADE framework. Overall, the quality of evidence ranged from high to very low. High-certainty evidence supported the outcome of
3.5. Results of Meta-Analysis
3.5.1. Recurrence of Venous Thromboembolism
Nineteen studies reported recurrence of venous thromboembolism (VTE) as an outcome with 3489 patients receiving Rivaroxaban and 10608 receiving LMWH. The pooled analysis shows that Rivaroxaban was associated with significantly lower risk of VTE recurrence compared to low molecular weight heparin (LMWH) [RR 0.88, 95% CI 0.78-0.99; P=0.03; I2 = 0%] as demonstrated in Figure 2. Forest plot showing recurrence of VTE
3.5.2. Recurrence of Deep Vein Thrombosis
Seventeen studies reported recurrence of deep vein thrombosis (DVT) as an outcome, including 3119 patients in the Rivaroxaban group and 5823 in the LMWH group. The forest plot indicates no statistically significant difference in DVT recurrence between Rivaroxaban and LMWH [RR=0.96, 95% CI= 0.73 to 1.26; P=0.75, I2 = 29%] as demonstrated in Figure-3. (A) Forest plot showing Recurrence of Deep Vein Thrombosis. (B) Sensitivity analysis forest plot showing Recurrence of Deep Vein Thrombosis
3.5.3. Recurrence of Pulmonary Embolism
Seventeen studies reported recurrence of pulmonary embolism (PE) as an outcome. 3183 patients were in the intervention group while 5882 served as controls. According to the results presented in the forest plot (figure-4), no statistically significant difference was found in recurrence of pulmonary embolism (PE) among patients treated with rivaroxaban and those who were treated with LMWH [RR= 0.93, 95% CI= 0.77 to 1.13; P=0.48, I2 = 11%]. (A) Forest plot showing Recurrence of Pulmonary Embolism. (B) Sensitivity analysis forest plot showing Recurrence of Pulmonary Embolism
3.5.4. Major Bleeding
Twenty studies that included 4074 patients receiving Rivaroxaban and 12010 receiving LMWH, reported major bleeding as an outcome. According to our analysis (Figure-5), rivaroxaban and low molecular weight heparin (LMWH) were found to be comparable in terms of major bleeding and showed no statistically significant difference [RR =1.01, 95% CI= 0.79 to 1.29; P=0.94, I2= 27%]. (A) Forest plot showing Major Bleeding. (B) Sensitivity analysis forest plot showing Major Bleeding
3.5.5. All - Cause Mortality
Twelve studies reported all-cause mortality as an outcome, including 1729 patients in the Rivaroxaban arm and 3156 in the LMWH arm. Figure-6 demonstrates the primary analysis, which shows that Rivaroxaban is associated with a statistically significant reduction in all-cause mortality compared to low molecular weight heparin (LMWH) [RR 0.83, 95% CI 0.69-0.99; P=0.04, I2=53%]. However, following a sensitivity analysis, that excluded (A) Forest plot showing All-Cause Mortality. (B) Sensitivity analysis forest plot showing All-Cause Mortality
3.6. Publication Bias
We assessed publication bias across all outcomes using funnel plots. For VTE recurrence, the plot showed mild asymmetry, with fewer small studies on the right side (RR > 1) compared to the left, suggesting possible underrepresentation of studies reporting increased risk. The funnel plot for DVT recurrence also appeared asymmetric, with a clustering of small studies on the left side (RR < 1) showing reduced recurrence, raising concern for selective reporting of protective findings. For PE recurrence, asymmetry was noted, with smaller studies clustering on the right side (RR > 1), indicating potential publication bias towards increased risk. The plot for major bleeding demonstrated slight asymmetry, with more studies on the right side (RR > 1) showing increased bleeding risk, which may indicate minimal underrepresentation of neutral or protective findings. Finally, the funnel plot for all-cause mortality showed clear asymmetry, with fewer small studies on the left side (RR < 1) reporting reduced mortality, consistent with possible publication bias. Funnel plots for each outcome are provided in the Supplementary Figures S4-S8.
4. Discussion
Through this systematic review and meta-analysis, we aimed to compare rivaroxaban with low molecular weight heparin (LMWH) for the treatment of venous thromboembolism (VTE), focusing on recurrence, bleeding risk, and mortality outcomes. While previous meta-analyses have primarily concentrated on rivaroxaban in cancer-associated thrombosis or pooled it together with other direct oral anticoagulants,40-42 to our knowledge, no prior meta-analysis has comprehensively evaluated rivaroxaban against LMWH across all primary VTE outcomes, including recurrence, bleeding, and mortality.
Venous thromboembolism (VTE) remains a major global health problem and is a leading cause of morbidity and mortality worldwide.43,44 In addition to the immediate risks of acute thrombosis, patients with VTE also face long-term complications, for example, recurrent events, post-thrombotic syndrome, and chronic thromboembolic pulmonary hypertension, which impair quality of life and increase medical expenses. 45 They are usually prescribed with initial anticoagulation therapy; however, the risk of recurrence is high. Therefore, there exists a need for the development of effective and sustainable treatment strategies. Low molecular weight heparin (LMWH) has long been regarded as the foundation of initial anticoagulation therapy in VTE management,46,47 and it binds to antithrombin and thrombin (factor IIa), enhancing factor Xa inhibition, downregulating thrombin generation, thus inhibiting clot propagation. LMWH has a longer half-life and decreased risk of heparin-induced thrombocytopenia, so it can be considered superior to unfractionated heparin 48. Clinical studies and previous meta-analyses have established its efficacy in preventing VTE recurrence and a somewhat positive bleeding profile, especially in high-risk patients like those with cancer, resulting in its universal recommendation by clinical guidelines.49-51 However, LMWH has significant limitations. Firstly, the daily subcutaneous injections put a considerable treatment burden on patients and contribute to lower adherence in the long term. Secondly, injection-site discomfort and pain reduce quality of life and further hinder sustained use. 52 Real-world data suggest that many patients discontinue LMWH prematurely, leaving them at risk of recurrent thrombosis. 53 These challenges highlight the need for alternative drugs that not only ensure efficacy but also improve tolerability and patient convenience.
Rivaroxaban was introduced in Europe in 2008 for the prevention of venous thromboembolism (VTE), and in the United States in 2011. 54 It is an oral, fixed-dose direct factor Xa inhibitor, and works by blocking a central step in the coagulation cascade, thereby preventing thrombin productions and clot propagation. 55 Studies have shown that patients given rivaroxaban do not require regular monitoring, which makes management easier, and oral delivery decreases the burden of treatment and side effects associated with injectable LMWH such as pain and hematoma at the injection site. 56 In clinical practice, the ease of administration of rivaroxaban enhances its endurance in a patient’s day-to-day life, and factor Xa inhibition offers a strong and specific anticoagulant effect. 57 Thus, when long-term anticoagulation is needed, rivaroxaban is the drug of choice for both patients and doctors. A head-to-head comparison of rivaroxaban and LMWH on efficacy, safety, and survival outcomes is thus directly applicable to maximizing treatment regimens for VTE.
When compared to LMWH, rivaroxaban offers significant therapeutic advantages in the management of VTE. In line with results from the EINSTEIN program, where rivaroxaban showed non-inferiority to enoxaparin/VKA and equivalent protection against recurrence, we found a considerably decreased risk of total VTE recurrence with rivaroxaban. 58 While recurrence of DVT and PE individually did not differ significantly between groups in our pooled data, these results mirror earlier RCTs that also found rivaroxaban to be equally effective to LMWH in preventing site-specific recurrences.59,60 Interestingly, our primary analysis suggested a reduction in all-cause mortality with rivaroxaban, though this effect was attenuated in sensitivity analysis. Previous meta-analyses focusing on cancer-associated thrombosis have similarly reported mortality benefits with direct oral anticoagulants, but none specifically isolated rivaroxaban across all VTE indications.61,62 Thus, our findings extend prior evidence by demonstrating rivaroxaban’s consistent efficacy profile across recurrence and mortality endpoints when directly compared with LMWH.
Additionally, we found no significant differences in major bleeding between rivaroxaban and LMWH. Although prior systematic reviews have largely compared direct oral anticoagulants (DOACs) with vitamin K antagonists (VKAs) rather than LMWH directly,63,64 these broader findings similarly suggest that rivaroxaban does not confer a major excess bleeding risk relative to established anticoagulant strategies. The lack of excess gastrointestinal or intracranial bleeding parallels observations from pivotal trials such as EINSTEIN-DVT and EINSTEIN-PE, which established rivaroxaban’s non-inferior bleeding risk relative to LMWH/VKA regimens.59,60 It should be noted that clinically relevant non-major bleeding (CRNMB) was not systematically assessed in the current review, which represents an important limitation. Previous research has suggested a potentially higher risk of CRNMB with DOACs compared to LMWH in cancer patients; however, our findings confirm that major bleeding outcomes for rivaroxaban remain comparable to LMWH in broader VTE populations. 21 Taken together, our results, along with prior evidence, reinforce the robustness of rivaroxaban’s efficacy and safety profile, while also highlighting our work as the most comprehensive direct comparison of rivaroxaban versus LMWH across recurrence, mortality, and bleeding outcomes.
We acknowledge that our review has several limitations. First, although we included four RCTs, the majority of the evidence base came from observational studies, which are inherently more susceptible to residual confounding and bias. Second, while checking for the risk of bias, we found “some concerns” in three of the four trials, particularly in the domain of deviations from intended interventions, which may have influenced internal validity. For observational studies, the most common limitation was incomplete control for confounders, as reflected in the comparability domain of the Newcastle–Ottawa Scale. Third, follow-up duration (ranging from 2 weeks to 24 months), baseline patient characteristics, and outcome definitions introduced heterogeneity across studies which may have affected pooled estimates. Additionally, the certainty of evidence, as assessed by the GRADE framework, showed considerable statistical difference across outcomes. While high-certainty evidence supported the effect of rivaroxaban on VTE recurrence, the evidence for DVT and PE recurrence was low certainty, and for major bleeding and all-cause mortality was very low certainty, limiting the strength of inferences for these outcomes. Finally, publication bias could not be entirely excluded, given the limited number of RCTs and potential underreporting of negative studies. Importantly, clinically relevant non-major bleeding (CRNMB) was not assessed in this review, which is a notable limitation given that prior literature has suggested a potentially higher risk of CRNMB with DOACs compared to LMWH in cancer patients; future analyses should incorporate CRNMB as a pre-specified outcome. Furthermore, while rivaroxaban and other DOACs are generally preferred for cancer-associated thrombosis, clinicians should consider clinical scenarios where LMWH may be favored, including patients with significant drug-drug interactions that affect DOAC metabolism, conditions associated with reduced gastrointestinal absorption of oral agents (e.g., malabsorption syndromes, short bowel, mucositis), and thrombocytopenia, which is frequently encountered in cancer patients on cytotoxic therapy and may limit DOAC use due to bleeding risk.
Despite these limitations, our study has several important strengths. It represents the most comprehensive synthesis to date directly comparing rivaroxaban with LMWH in patients with VTE, drawing from a large sample of over 19,000 patients. The inclusion of RCTs and high-quality observational studies provides a more comprehensive picture of treatment effects across both controlled trial settings and real-world practice. Also, the risk of bias assessments demonstrated that most observational studies had a high score on the Newcastle–Ottawa Scale, which supports the robustness of our pooled findings. In addition, the use of the GRADE framework provided a structured appraisal of evidence certainty, highlighting high-certainty evidence for reduced VTE recurrence with rivaroxaban. A further strength is that this analysis focused specifically on rivaroxaban rather than pooling it with other DOACs, allowing for a more precise evaluation of its efficacy and safety profile. Together, these strengths enhance the clinical relevance and reliability of our conclusions, providing timely evidence to guide treatment decision-making in this high-risk population.
Our findings have important implications that we need to address. Clinically, the comparable efficacy and safety of rivaroxaban compared to LMWH, combined with its practical advantages as an oral agent, suggest that it may represent a viable alternative for the long-term management of VTE. These findings guide clinician-patient shared decision-making, with potential to favor increased use of rivaroxaban in eligible candidates. From a research point of view, important gaps persist. High-certainty evidence is still lacking for key outcomes such as DVT and PE recurrence, major bleeding, and mortality. Future randomized trials with extended follow-up and incorporation of patient-reported outcomes are necessary to improve the evidence. In addition, cost-effectiveness analyses and real-world implementation studies may offer some supplemental insights as to how rivaroxaban compares to LMWH across different healthcare systems.
5. Conclusion
In this systematic review and meta-analysis of over 19,000 patients with VTE, rivaroxaban was associated with a lower risk of overall VTE recurrence compared with LMWH. In contrast, rates of DVT recurrence, PE recurrence, and major bleeding did not differ significantly between groups. A mortality benefit was observed in the primary analysis, though this was not sustained in sensitivity analyses. Altogether, our results imply that rivaroxaban offers similar safety and effectiveness to LMWH, together with the added benefits of oral administration and enhanced patient satisfaction, making it a reasonable alternative in real-world practice. Nevertheless, further high-quality trials with longer follow-up are warranted to confirm long-term outcomes.
Supplemental Material
Supplemental Material - Rivaroxaban versus Low Molecular Weight Heparin for Cancer-Associated Venous Thromboembolism: A Systematic Review and Meta-Analysis
Supplemental Material for Rivaroxaban versus Low Molecular Weight Heparin for Cancer-Associated Venous Thromboembolism: A Systematic Review and Meta-Analysis by Zahabia Adnan, Syed Ibad Hussain, Amna Amir Jalal, Ayesha Shaukat, Eisha Abid, Muhammad Burhan, Arsalan Ahmed, Eshal Saghir, Shaikh Muhammad Daniyal, Shanza Shakir, Abedin Samadi and Ahmed Asad Raza in Clinical and Applied Thrombosis/Hemostasis.
Footnotes
Authors Contributions
Zahabia Adnan: Conceptualization, Screening, Data Extraction, Editing. Syed Ibad Hussain: Conceptualization, Data Extraction, Data Analysis. Amna Amir Jalal: Conceptualization, Manuscript Writing, Editing. Ayesha Shaukat: Conceptualization, Screening, Data Analysis. Eisha Abid: Manuscript Writing, Editing. Muhammad Burhan: Manuscript Writing, Editing. Arsalan Ahmed: Manuscript Writing, Editing. Eshal Saghir: Data Analysis. Shaikh Muhammad Daniyal: Data Analysis. Shanza Shakir: Manuscript Writing, Editing. Ahmed Asad Raza: Supervision, Final Review. Abedin Samadi: Correspondence, Manuscript Writing. All authors read and approved the final manuscript.
Consent to Participate
This study is a systematic review and meta-analysis and did not involve human participants or collection of identifiable personal data.
Funding
The authors received no financial support for the research, authorship, and/or publication of this article.
Declaration of Conflicting Interests
The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Data Availability Statement
All data extracted and analyzed in this study are from published articles that are publicly accessible. The datasets used during the current study are available from the corresponding author on reasonable request.
Supplemental Material
Supplemental material for this article is available online.
References
Supplementary Material
Please find the following supplemental material available below.
For Open Access articles published under a Creative Commons License, all supplemental material carries the same license as the article it is associated with.
For non-Open Access articles published, all supplemental material carries a non-exclusive license, and permission requests for re-use of supplemental material or any part of supplemental material shall be sent directly to the copyright owner as specified in the copyright notice associated with the article.
