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"Lao, Chunhuan"
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Metastatic relapse of stage I–III breast cancer in New Zealand
by
Kuper-Hommel, Marion
,
Campbell, Ian
,
Lawrenson, Ross
in
Biomedical and Life Sciences
,
Biomedicine
,
Breast cancer
2021
Purpose
This study aims to investigate the factors that influence the risk of metastatic relapse in women presenting with stage I-III breast cancer in New Zealand.
Methods
The study included women diagnosed with stage I–III breast cancer. Cumulative incidence of distant metastatic relapse was examined with the Kaplan–Meier method by cancer stage and subtype. Cox proportional hazards models were used to estimate the adjusted hazard ratio of developing recurrent metastatic breast cancer by cancer stage and biomarker subtype after adjustment for other factors.
Results
A total of 17,543 eligible women were identified. The 5-year cumulative incidence of metastatic recurrence was 3.7% for stage I, 13.3% for stage II and 30.9% for stage III disease. The adjusted hazard ratios (HR) of stage II and stage III breast cancer developing metastatic disease were 2.07 and 4.82 compared to stage I. The adjusted risk of distant metastatic relapse was highest for luminal B HER2- cancers (adjusted HR: 1.59 compared to luminal A disease). Higher grade cancers were associated with a higher risk of metastases. After adjustment, women aged 60–69 years and Asian women had the lowest risk of distant metastatic relapse.
Conclusions
The prognosis of women with locally invasive breast cancer differs greatly with the chance of developing metastatic disease depending on the stage of disease at diagnosis and the subtype. Grade of disease at diagnosis was also important. Māori or Pacific ethnicity did not influence the risk of developing metastatic disease, although Asian women seemed less likely to develop metastases.
Journal Article
Cancer and diabetes co-occurrence: A national study with 44 million person-years of follow-up
2022
The number of new cases of cancer is increasing each year, and rates of diabetes mellitus are also increasing dramatically over time. It is not an unusual occurrence for an individual to have both cancer and diabetes at the same time, given they are both individually common, and that one condition can increase the risk of the other. In this manuscript, we use national-level diabetes (Virtual Diabetes Register) and cancer (New Zealand Cancer Registry) data on nearly five million individuals over 44 million person-years of follow-up to examine the occurrence of cancer amongst a national prevalent cohort of patients with diabetes. We completed this analysis separately by cancer for the 24 most commonly diagnosed cancers in Aotearoa New Zealand, and then compared the occurrence of cancer among those with diabetes to those without diabetes. We found that the rate of cancer was highest amongst those with diabetes for 21 of the 24 most common cancers diagnosed over our study period, with excess risk among those with diabetes ranging between 11% (non-Hodgkin’s lymphoma) and 236% (liver cancer). The cancers with the greatest difference in incidence between those with diabetes and those without diabetes tended to be within the endocrine or gastrointestinal system, and/or had a strong relationship with obesity. However, in an absolute sense, due to the volume of breast, colorectal and lung cancers, prevention of the more modest excess cancer risk among those with diabetes (16%, 22% and 48%, respectively) would lead to a substantial overall reduction in the total burden of cancer in the population. Our findings reinforce the fact that diabetes prevention activities are also cancer prevention activities, and must therefore be prioritised and resourced in tandem.
Journal Article
Technology-Enhanced KaiāwhiNa-Based support to Optimise type 2 diabetes management in primary care (TEKNO), a randomised controlled trial study protocol
by
Koshy, Stanely
,
Keenan, Rawiri
,
van Zyl, Noleen
in
Adherence Interventions
,
Care and treatment
,
Continuous Glucose Monitoring
2025
Background
Technology such as continuous glucose monitors (CGMs) have the potential to dramatically improve diabetes care for people with type 2 diabetes (T2D), but optimised clinical support is also required. This study aims to explore the use of a new kaiāwhina (cultural support worker)-based model of T2D healthcare delivery, with and without the use of CGM, as models of care that can be implemented long-term into primary care.
Methods
This randomised controlled trial will be conducted within one geographical region (Waikato, New Zealand), and will be delivered by two general practice clinic providers (covering seven different clinic sites). A minimum of 90 adults with T2D with suboptimal glycaemic control (HbA1c > 9.5% [80 mmol/mol]) will be assigned by randomisation with minimisation to one of three trial arms for a period of 26 weeks. Intervention 1 consists of intermittant use of CGM plus kaiāwhina plus optimised nurse/prescriber-based clinical care. Intervention 2 consists of kaiāwhina plus optimised nurse/prescriber-based clinical care without CGM. The third arm consists of Usual Care i.e., patient-initiated clinic visits as required and any standard practice-initiated interaction with patients such as recall for medications and diabetes annual review. At 26 weeks, patients from Usual Care will be randomised with minimisation into either Intervention 1 or 2 for a further 26 weeks. The primary outcomes of the study are change in HbA1c at 26 weeks in both Intervention 1 and 2 versus Usual Care. Secondary outcomes include change in HbA1c between Intervention 1 and Intervention 2 (including those assigned to each intervention after completing the Usual Care arm), changes in HbA1c and cardiovascular measures at 12 and 26 weeks, changes in psychosocial test scores (DSMQ, PAID-II and PHQ), cost-effectiveness analysis (cost per quality-adjusted life-years) and targeted interviews with participants and clinicians to explore their respective experiences and perspectives of the two intervention arms.
Discussion
This trial has the potential to inform longer-term primary management of T2D, including the efficacy of both optimised clinical activity and technology use to support people with high-risk glycaemia in an equity-centred model of care.
Trial registration
The trial was registered with the Australian New Zealand Clinical Trials Registry (ACTRN 12624000438550) on 10th April 2024.
Journal Article
Cancer and diabetes co-occurrence: A national study with 44 million person-years of follow-up
2022
The number of new cases of cancer is increasing each year, and rates of diabetes mellitus are also increasing dramatically over time. It is not an unusual occurrence for an individual to have both cancer and diabetes at the same time, given they are both individually common, and that one condition can increase the risk of the other. In this manuscript, we use national-level diabetes (Virtual Diabetes Register) and cancer (New Zealand Cancer Registry) data on nearly five million individuals over 44 million person-years of follow-up to examine the occurrence of cancer amongst a national prevalent cohort of patients with diabetes. We completed this analysis separately by cancer for the 24 most commonly diagnosed cancers in Aotearoa New Zealand, and then compared the occurrence of cancer among those with diabetes to those without diabetes. We found that the rate of cancer was highest amongst those with diabetes for 21 of the 24 most common cancers diagnosed over our study period, with excess risk among those with diabetes ranging between 11% (non-Hodgkin's lymphoma) and 236% (liver cancer). The cancers with the greatest difference in incidence between those with diabetes and those without diabetes tended to be within the endocrine or gastrointestinal system, and/or had a strong relationship with obesity. However, in an absolute sense, due to the volume of breast, colorectal and lung cancers, prevention of the more modest excess cancer risk among those with diabetes (16%, 22% and 48%, respectively) would lead to a substantial overall reduction in the total burden of cancer in the population. Our findings reinforce the fact that diabetes prevention activities are also cancer prevention activities, and must therefore be prioritised and resourced in tandem.
Journal Article
Management of patients with early stage lung cancer – why do some patients not receive treatment with curative intent?
by
Moosa, Lucia
,
de Groot, Charles
,
Kidd, Jacquie
in
Analysis
,
Biomedical and Life Sciences
,
Biomedicine
2020
Backgrounds
This study aims to understand the factors that influence whether patients receive potentially curative treatment for early stage lung cancer. A key question was whether indigenous Māori patients were less likely to receive treatment.
Methods
Patients included those diagnosed with early stage lung cancer in 2011–2018 and resident in the New Zealand Midland Cancer Network region. Logistic regression model was used to estimate the odds ratios of having curative surgery/ treatment. The Kaplan Meier method was used to examine the all-cause survival and Cox proportional hazard model was used to estimate the hazard ratio of death.
Results
In total 419/583 (71.9%) of patients with Stage I and II disease were treated with curative intent - 272 (46.7%) patients had curative surgery. Patients not receiving potentially curative treatment were older, were less likely to have non-small cell lung cancer (NSCLC), had poorer lung function and were more likely to have an ECOG performance status of 2+. Current smokers were less likely to be treated with surgery and more likely to receive treatment with radiotherapy and chemotherapy. Those who were treated with surgery had a 2-year survival of 87.8% (95% CI: 83.8–91.8%) and 5-year survival of 69.6% (95% CI: 63.2–76.0%). Stereotactic ablative body radiotherapy (SABR) has equivalent effect on survival compared to curative surgery (hazard ratio: 0.77, 95% CI: 0.37–1.61). After adjustment we could find no difference in treatment and survival between Māori and non-Māori.
Conclusions
The majority of patients with stage I and II lung cancer are managed with potentially curative treatment – mainly surgery and increasingly with SABR. The outcomes of those being diagnosed with stage I and II disease and receiving treatment is positive with 70% surviving 5 years.
Journal Article
The cost-effectiveness of active surveillance compared to watchful waiting and radical prostatectomy for low risk localised prostate cancer
by
Brown, Charis
,
Holmes, Michael
,
Edlin, Richard
in
Active surveillance
,
Aged
,
Biomedical and Life Sciences
2017
Background
Radical prostatectomy is the most common treatment for localised prostate cancer in New Zealand. Active surveillance was introduced to prevent overtreatment and reduce costs while preserving the option of radical prostatectomy. This study aims to evaluate the cost-effectiveness of active surveillance compared to watchful waiting and radical prostatectomy.
Methods
Markov models were constructed to estimate the life-time cost-effectiveness of active surveillance compared to watchful waiting and radical prostatectomy for low risk localised prostate cancer patients aged 45–70 years, using national datasets in New Zealand and published studies including the SPCG-4 study. This study was from the perspective of the Ministry of Health in New Zealand.
Results
Radical prostatectomy is less costly than active surveillance in men aged 45–55 years with low risk localised prostate cancer, but more costly for men aged 60–70 years. Scenario analyses demonstrated significant uncertainty as to the most cost-effective option in all age groups because of the unavailability of good quality of life data for men under active surveillance. Uncertainties around the likelihood of having radical prostatectomy when managed with active surveillance also affect the cost-effectiveness of active surveillance against radical prostatectomy.
Conclusions
Active surveillance is less likely to be cost-effective compared to radical prostatectomy for younger men diagnosed with low risk localised prostate cancer. The cost-effectiveness of active surveillance compared to radical prostatectomy is critically dependent on the ‘trigger’ for radical prostatectomy and the quality of life in men on active surveillance. Research on the latter would be beneficial.
Journal Article
Metformin adherence in patients with type 2 diabetes and its association with glycated haemoglobin levels
by
Mayo, Christopher
,
Morison, Brittany
,
Keenan, Rawiri
in
Antidiabetics
,
Cardiovascular disease
,
Combination therapy
2020
INTRODUCTION: Metformin is the initial medication of choice for most patients with type 2 diabetes. Non-adherence results in poorer glycaemic control and increased risk of complications.AIM: The aim of this study was to characterise metformin adherence and association with glycated haemoglobin (HbA1c) levels in a cohort of patients with type 2 diabetes.METHODS: Prescription and dispensing data were used for this study. Primary care clinical and demographic data were collected from 10 general practices (October 2016–March 2018) and linked to pharmaceutical dispensing information. Metformin adherence was initially measured by calculating the proportion of patients who had optimal medication cover for at least 80% of days (defined as a medication possession ratio (MPR) of ≥0.8), calculated using dispensing data. Prescription adherence was assessed by comparing prescription and dispensing data. The association between non-adherence (MPR <0.8) and HbA1c levels was also assessed.RESULTS: Of the 1595 patients with ≥2 metformin prescriptions, the mean MPR was 0.87. Fewer Māori had an MPR ≥0.8 than New Zealand European (63.8% vs. 81.2%). Similarly, Māori received fewer metformin prescriptions (P = 0.02), although prescription adherence did not differ by ethnicity. Prescription adherence was lower in younger patients (P = 0.002). Mean HbA1c levels were reduced by 4.8 and 5.0 mmol/mol, respectively, in all and Māori patients with an MPR ≥0.8. Total prescription adherence reduced HbA1c by 3.2 mmol/mol (all P < 0.01).DISCUSSION: Ethnic disparity exists for metformin prescribing, leading to an overall reduction in metformin coverage for Māori patients. This needs to be explored further, including understanding whether this is a patient preference or health system issue.
Journal Article
The epidemiology of diabetes in the Waikato region: an analysis of primary care data
by
Morison, Brittany
,
Chepulis, Lynne
,
Ryan, Paul
in
Blood pressure
,
Body mass index
,
Creatinine
2021
INTRODUCTION: Diabetes mellitus is common in primary care, yet little has been reported of its primary care prevalence or the clinical characteristics of patients with Type 2 diabetes mellitus (T2DM).AIM: To determine the prevalence of diabetes mellitus and clinical characteristics of diabetes patients in primary care in the Waikato region.METHODS: Primary care data were extracted from the electronic records of 15 general practices for patients aged >20 years with current diabetes mellitus at 20 June 2017. Diabetes mellitus was defined as having a glycated haemoglobin (HbA1c) of ≥50 mmol/mol (6.7%) or having being dispensed two or more anti-diabetic medications in the previous 12 months. Additional data collected included patients’ ethnicity, age, sex and years since diagnosis.RESULTS: The overall prevalence of diabetes mellitus was 5.7% and was higher for Māori (8.6%), Asian (7.0%) and Pacific peoples (9.1%) than Europeans (5.0%; all P < 0.001). For patients with T2DM for whom current diabetes annual review data were available (n = 2227) the mean body mass index (BMI) was 32.8 ± 0.2 kg/m2, but BMI was higher in Māori, younger patients, females and patients diagnosed <2 years previously (all P < 0.001). Similarly, HbA1c levels were highest in Māori and younger patients (both P < 0.001), with 40% of patients overall having a HbA1c of ≤53 mmol/mol (7.0%). Approximately 70% of all patients had at least one measure of hypertension (systolic ≥130 or diastolic ≥80 mmHg), or dyslipidaemia. More than 85% of patients had completed a recent retinal screen and foot check.DISCUSSION: We found that management of T2DM was suboptimal, with measures for many patients not meeting clinical targets. Support should be provided to improve weight and glycaemic management, particularly for Māori, females and younger patients.
Journal Article
Geographical and ethnic differences of osteoarthritis-associated hip and knee replacement surgeries in New Zealand: a population-based cross-sectional study
by
White, Douglas
,
Patel, Sandeep
,
Lawrenson, Ross
in
age-standardised rate
,
Arthritis
,
Cross-sectional studies
2019
ObjectivesTo (1) explore the regional and ethnic differences in rates of publicly funded osteoarthritis-associated hip and knee replacement surgeries and (2) investigate the mortality after surgery.DesignPopulation-based, retrospective, cross-sectional study.SettingGeneral population in New Zealand.ParticipantsPatients with osteoarthritis who underwent publicly funded primary hip and knee replacement surgeries in 2005–2017. Patients aged 14–99 years were included.Primary and secondary outcome measuresAge-standardised rate, standardised mortality ratio (SMR) and 30 days, 90 days and 1 year mortality.ResultsWe identified 53 439 primary hip replacements and 50 072 primary knee replacements with a diagnosis of osteoarthritis. The number and age-standardised rates of hip and knee replacements increased over time. Māori had the highest age-standardised rate of hip replacements, followed by European/others and Pacific, and Asian had the lowest rate. Pacific had the highest age-standardised rate of knee replacements, followed by Māori and European/others, and Asian had the lowest rate. The Northern Health Network had the lowest rate of hip surgeries, and the Southern Health Network had the lowest rate of knee surgeries. The SMRs of patients undergoing hip and knee replacements were lower than the general population: 0.92 (95% CI 0.89 to 0.95) for hip and 0.79 (95% CI 0.76 to 0.82) for knee. The SMRs were decreasing over time. The patterns of 30 days, 90 days and 1 year mortality were similar to the SMR.ConclusionsThe numbers of publicly funded osteoarthritis-associated primary hip and knee replacements are steadily increasing. Māori people had the highest age-standardised rate of hip replacements and Pacific people had the highest rate of knee replacements. The Northern Health Network had the lowest rate of hip surgeries, and the Southern Health Network had the lowest rate of knee surgeries. Compared with the general population, patients who had hip and knee replacements have a better life expectancy.
Journal Article
Epidemiology of Diabetic Ketoacidosis in the Waikato Region of New Zealand: 2000-2019
by
Papa, Valentina
,
McClintock, Joanna M.
,
Riguetto, Cinthia Minatel
in
Age groups
,
Diabetes
,
Diabetic ketoacidosis
2023
Aims. Diabetic ketoacidosis (DKA) is not well characterised in New Zealand. This study is aimed at characterising the change in epidemiology and severity of DKA from 2000 to 2019 at a tertiary hospital in the Waikato region of New Zealand. Methods. A retrospective clinical data review of all patients admitted to Waikato District Health Board hospitals with DKA was undertaken. Characteristics and severity of DKA were assessed by type of DKA admission (diagnosed at admission, nonrecurrent, and recurrent), ethnicity, social deprivation, intensive care unit (ICU) admission, and length of hospital stay, with linear regression reporting on changes over time. Results. There were 1254 admissions for DKA (564 individual patients), two-thirds being recurrent events. Nonrecurrent DKA patients were younger, whilst recurrent admissions for DKA were associated with T1D, female gender, greater socioeconomic deprivation, and rural living (all P values < 0.01). DKA admission increased 8-fold between 2000 and 2019, mostly due to an increased number of recurrent events, particularly in Māori and female patients (P<0.001). ICU admissions increased over time (P<0.001) whilst length of hospital stay trended down (P=0.031). Conclusions. The rise in recurrent DKA is concerning, particularly in youth and indigenous Māori. Healthcare inequities need to be addressed, including adequate access to mental health support to ensure optimal outcomes for all patients with diabetes.
Journal Article