Monica Tang
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Monica Tang has a total of 69 co-authors. Here are the top co-authors by number of shared publications:
Robert J. Simes
NHMRC Clinical Trials Centre, University of Sydney, Levels 4-6 Medical Foundation Building, 92-94 Parramatta Rd, Camperdown, NSW 2050, Australia
6 shared publicationsSallie-Anne Pearson
Medicines Intelligence Research Program, School of Population Health, UNSW Sydney, Australia
6 shared publications- Andrea L. Schaffer
Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
5 shared publications - Benjamin Daniels
Medicines Intelligence Research Program, School of Population Health University of New South Wales Sydney Australia
5 shared publications Chee K. Lee
NHMRC Clinical Trials Centre, University of Sydney, Levels 4-6 Medical Foundation Building, 92-94 Parramatta Rd, Camperdown, NSW 2050, Australia
4 shared publications- Sallie-Anne Pearson
School of Population Health, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia
4 shared publications
Latest Publications
- Open Access
- 2 August 2023
- Published byĀ ElsevierĀ inĀ The Lancet Regional Health - Western Pacific
- Vol.Ā 39, 100872
Prevalence of Australians exposed to potentially cardiotoxic cancer medicines: a population-based cohort study
- 2 August 2023
- Published byĀ ElsevierĀ inĀ The Lancet Regional Health - Western Pacific
- Vol.Ā 39, 100872
Open AccessPrevalence of Australians exposed to potentially cardiotoxic cancer medicines: a population-based cohort study
- Open Access
- 2 February 2023
- Published byĀ MDPI AGĀ inĀ Current Oncology
- Vol.Ā 30 Ā (2) , 1844-1859
Harnessing Real-World Evidence to Advance Cancer Research
Randomized controlled trials (RCTs) form a cornerstone of oncology research by generating evidence about the efficacy of therapies in selected patient populations. However, their implementation is often resource- and cost-intensive, and their generalisability to patients treated in routine practice may be limited. Real-world evidence leverages data collected about patients receiving clinical care in routine practice outside of clinical trial settings and provides opportunities to identify and address gaps in clinical trial evidence. This review outlines the strengths and limitations of real-world and RCT evidence and proposes a framework for the complementary use of the two bodies of evidence to advance cancer research. There are challenges to the implementation of real-world research in oncology, including heterogeneity of data sources, timely access to high-quality data, and concerns about the quality of methods leveraging real-world data, particularly causal inference. Improved understanding of the strengths and limitations of real-world data and ongoing efforts to optimise the conduct of real-world evidence research will improve its reliability, understanding and acceptance, and enable the full potential of real-world evidence to be realised in oncology practice.
- 2 February 2023
- Published byĀ MDPI AGĀ inĀ Current Oncology
- Vol.Ā 30 Ā (2) , 1844-1859
Open AccessHarnessing Real-World Evidence to Advance Cancer Research
Randomized controlled trials (RCTs) form a cornerstone of oncology research by generating evidence about the efficacy of therapies in selected patient populations. However, their implementation is often resource- and cost-intensive, and their generalisability to patients treated in routine practice may be limited. Real-world evidence leverages data collected about patients receiving clinical care in routine practice outside of clinical trial settings and provides opportunities to identify and address gaps in clinical trial evidence. This review outlines the strengths and limitations of real-world and RCT evidence and proposes a framework for the complementary use of the two bodies of evidence to advance cancer research. There are challenges to the implementation of real-world research in oncology, including heterogeneity of data sources, timely access to high-quality data, and concerns about the quality of methods leveraging real-world data, particularly causal inference. Improved understanding of the strengths and limitations of real-world data and ongoing efforts to optimise the conduct of real-world evidence research will improve its reliability, understanding and acceptance, and enable the full potential of real-world evidence to be realised in oncology practice.
- 19 October 2022
- Published byĀ WileyĀ inĀ Asia-Pacific Journal of Clinical Oncology
- Vol.Ā 19 Ā (3) , 413-414
Timely and comprehensive realāworld data for optimizing lung cancer treatment and outcomes for Australians
- 19 October 2022
- Published byĀ WileyĀ inĀ Asia-Pacific Journal of Clinical Oncology
- Vol.Ā 19 Ā (3) , 413-414
Timely and comprehensive realāworld data for optimizing lung cancer treatment and outcomes for Australians
- 3 February 2022
- Published byĀ ElsevierĀ inĀ Lung Cancer
- Vol.Ā 166, 40-48
Generalizability of immune checkpoint inhibitor trials to real-world patients with advanced non-small cell lung cancer
- 3 February 2022
- Published byĀ ElsevierĀ inĀ Lung Cancer
- Vol.Ā 166, 40-48
Generalizability of immune checkpoint inhibitor trials to real-world patients with advanced non-small cell lung cancer
- Open Access
- 1 September 2021
- Published byĀ ElsevierĀ inĀ The Lancet Regional Health - Western Pacific
- Vol.Ā 14, 100226
Changes in systemic cancer therapy in Australia during the COVID-19 pandemic: a population-based study
- 1 September 2021
- Published byĀ ElsevierĀ inĀ The Lancet Regional Health - Western Pacific
- Vol.Ā 14, 100226
Open AccessChanges in systemic cancer therapy in Australia during the COVID-19 pandemic: a population-based study
- Open Access
- 1 July 2021
- Published byĀ ElsevierĀ inĀ Journal of Geriatric Oncology
- Vol.Ā 12 Ā (6) , 930-936
Are clinical trial eligibility criteria representative of older patients with lung cancer? A population-based data linkage study
- 1 July 2021
- Published byĀ ElsevierĀ inĀ Journal of Geriatric Oncology
- Vol.Ā 12 Ā (6) , 930-936
Open AccessAre clinical trial eligibility criteria representative of older patients with lung cancer? A population-based data linkage study
- 22 February 2021
- Published byĀ Springer NatureĀ inĀ Breast Cancer Research and Treatment
- Vol.Ā 187 Ā (3) , 893-902
Cardiac assessment in Australian patients receiving (neo)adjuvant trastuzumab for HER2-positive early breast cancer: a population-based study
Purpose Cardiac function assessment is important for detecting and managing trastuzumab-associated cardiotoxicity. Our study estimates rates and predictors of cardiac assessment among patients receiving trastuzumab for HER2-positive early breast cancer (HER2+EBC) in Australia. Methods We conducted a retrospective cohort study of Australians initiating (neo)adjuvant trastuzumab for HER2+EBC between 1 January 2015 and 15 April 2019. We used administrative claims to determine the number of patients receiving guideline-recommended assessment, i.e. evidence of baseline cardiac assessment (between 120 days before and 30 days after trastuzumab initiation) and regular on-treatment cardiac assessments (at least every 120 days). We examined factors associated with baseline and regular on-treatment cardiac assessment. Results Our study includes 5621 patients (median age 56 years), of whom 4984 (88.7%) had a baseline cardiac function test. Among 4280 patients with at least 12 months of follow-up, 2702 (63.1%) had guideline-recommended cardiac assessment. Rates of guideline-recommended assessment increased with later year of diagnosis (60.9% in 2015 vs 68.3% in 2018, OR 1.34, 95% CI 1.06ā1.69). Patients with higher baseline comorbidities and greater socioeconomic disadvantage were less likely to have guideline-recommended cardiac assessment. Cardiac assessment practices varied by State/Territory. There was no association between baseline cardiac risk or anthracycline use and the likelihood of receiving guideline-recommended cardiac assessment. Conclusion The majority of patients receiving (neo)adjuvant trastuzumab had guideline-recommended baseline and on-treatment cardiac assessment. Variations in cardiac assessment predominantly related to system-level factors, such as year of diagnosis and geography, rather than individual patient factors.
- 22 February 2021
- Published byĀ Springer NatureĀ inĀ Breast Cancer Research and Treatment
- Vol.Ā 187 Ā (3) , 893-902
Cardiac assessment in Australian patients receiving (neo)adjuvant trastuzumab for HER2-positive early breast cancer: a population-based study
Purpose Cardiac function assessment is important for detecting and managing trastuzumab-associated cardiotoxicity. Our study estimates rates and predictors of cardiac assessment among patients receiving trastuzumab for HER2-positive early breast cancer (HER2+EBC) in Australia. Methods We conducted a retrospective cohort study of Australians initiating (neo)adjuvant trastuzumab for HER2+EBC between 1 January 2015 and 15 April 2019. We used administrative claims to determine the number of patients receiving guideline-recommended assessment, i.e. evidence of baseline cardiac assessment (between 120 days before and 30 days after trastuzumab initiation) and regular on-treatment cardiac assessments (at least every 120 days). We examined factors associated with baseline and regular on-treatment cardiac assessment. Results Our study includes 5621 patients (median age 56 years), of whom 4984 (88.7%) had a baseline cardiac function test. Among 4280 patients with at least 12 months of follow-up, 2702 (63.1%) had guideline-recommended cardiac assessment. Rates of guideline-recommended assessment increased with later year of diagnosis (60.9% in 2015 vs 68.3% in 2018, OR 1.34, 95% CI 1.06ā1.69). Patients with higher baseline comorbidities and greater socioeconomic disadvantage were less likely to have guideline-recommended cardiac assessment. Cardiac assessment practices varied by State/Territory. There was no association between baseline cardiac risk or anthracycline use and the likelihood of receiving guideline-recommended cardiac assessment. Conclusion The majority of patients receiving (neo)adjuvant trastuzumab had guideline-recommended baseline and on-treatment cardiac assessment. Variations in cardiac assessment predominantly related to system-level factors, such as year of diagnosis and geography, rather than individual patient factors.
- 19 February 2021
- Published byĀ WileyĀ inĀ Asia-Pacific Journal of Clinical Oncology
- Vol.Ā 17 Ā (4) , 414-415
Realāworld data to advance HER2ātargeted cancer medicines research: Playing to the strengths of clinical registry and administrative data
- 19 February 2021
- Published byĀ WileyĀ inĀ Asia-Pacific Journal of Clinical Oncology
- Vol.Ā 17 Ā (4) , 414-415
Realāworld data to advance HER2ātargeted cancer medicines research: Playing to the strengths of clinical registry and administrative data
- Open Access
- 29 May 2020
- Published byĀ Springer NatureĀ inĀ British Journal of Cancer
- Vol.Ā 123 Ā (5) , 868
Correction: Treatment patterns and survival in HER2-positive early breast cancer: a whole-of-population Australian cohort study (2007ā2016)
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
- 29 May 2020
- Published byĀ Springer NatureĀ inĀ British Journal of Cancer
- Vol.Ā 123 Ā (5) , 868
Open AccessCorrection: Treatment patterns and survival in HER2-positive early breast cancer: a whole-of-population Australian cohort study (2007ā2016)
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
- Open Access
- 1 November 2019
- Published byĀ Springer NatureĀ inĀ British Journal of Cancer
- Vol.Ā 121 Ā (11) , 904-911
Treatment patterns and survival in HER2-positive early breast cancer: a whole-of-population Australian cohort study (2007ā2016)
Background: Randomised clinical trials (RCTs) demonstrate that trastuzumab improves survival in patients with human epidermal growth factor 2-positive early breast cancer (HER2 + EBC), but real-world patients and clinical practice often differ from RCTs. We examine real-world treatment patterns and outcomes associated with trastuzumab for HER2 + EBC. Methods: We identified all Australians dispensed trastuzumab for HER2 + EBC between 1/1/2007 and 30/6/2016. We estimated the proportion of patients completing 12 months of treatment (defined as ā„350 days of exposure within 540 days of initiation). We estimated overall survival (OS) and recurrence-free survival (RFS) by using trastuzumab dispensing for metastatic breast cancer as a surrogate for recurrence. Results: Our study included 14,644 patients. Among patients with ā„540 days of follow-up (n = 11,903), 67.4% completed 12 months of trastuzumab. OS rates at 5 and 9 years were 92.7 and 87.9%, and RFS rates at 5 and 9 years were 86.8 and 81.4%, respectively. Patients who completed 12 months of trastuzumab had a 9-year OS rate of 90.2% compared with 86.2% among patients receiving <12 months of therapy (adjusted HR 0.71, 95% CI 0.62ā0.81). Conclusions: Real-world HER2 + EBC patients are less likely to complete 12 months of trastuzumab than some clinical trial counterparts but have survival outcomes comparable to those reported in landmark RCTs.
- 1 November 2019
- Published byĀ Springer NatureĀ inĀ British Journal of Cancer
- Vol.Ā 121 Ā (11) , 904-911
Open AccessTreatment patterns and survival in HER2-positive early breast cancer: a whole-of-population Australian cohort study (2007ā2016)
Background: Randomised clinical trials (RCTs) demonstrate that trastuzumab improves survival in patients with human epidermal growth factor 2-positive early breast cancer (HER2 + EBC), but real-world patients and clinical practice often differ from RCTs. We examine real-world treatment patterns and outcomes associated with trastuzumab for HER2 + EBC. Methods: We identified all Australians dispensed trastuzumab for HER2 + EBC between 1/1/2007 and 30/6/2016. We estimated the proportion of patients completing 12 months of treatment (defined as ā„350 days of exposure within 540 days of initiation). We estimated overall survival (OS) and recurrence-free survival (RFS) by using trastuzumab dispensing for metastatic breast cancer as a surrogate for recurrence. Results: Our study included 14,644 patients. Among patients with ā„540 days of follow-up (n = 11,903), 67.4% completed 12 months of trastuzumab. OS rates at 5 and 9 years were 92.7 and 87.9%, and RFS rates at 5 and 9 years were 86.8 and 81.4%, respectively. Patients who completed 12 months of trastuzumab had a 9-year OS rate of 90.2% compared with 86.2% among patients receiving <12 months of therapy (adjusted HR 0.71, 95% CI 0.62ā0.81). Conclusions: Real-world HER2 + EBC patients are less likely to complete 12 months of trastuzumab than some clinical trial counterparts but have survival outcomes comparable to those reported in landmark RCTs.