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The diagnosis and initial management of melanoma in Australia: findings from the prospective, population‐based QSkin study

Nirmala Pandeya, Catherine M Olsen, Maja M Shalit, Jean Claude Dusingize, Rachel E Neale and David C Whiteman
Med J Aust 2023; 218 (9): 402-407. || doi: 10.5694/mja2.51919
Published online: 15 May 2023

Abstract

Objectives: To determine the proportions of newly diagnosed melanomas treated by different medical specialist types, to describe the types of excisions performed, and to investigate factors associated with treating practitioner specialty and excision type.

Design, setting: Prospective cohort study; analysis of linked data: baseline surveys, hospital, pathology, Queensland Cancer Register, and Medical Benefits Schedule databases.

Participants: Random sample of 43 764 Queensland residents aged 40–69 years recruited during 2011, with initial diagnoses of in situ or invasive melanoma diagnosed to 31 December 2019.

Main outcome measures: Treating practitioner type and treatment modality for first incident melanoma; second and subsequent treatment events for the primary melanoma.

Results: During a median follow‐up of 8.4 years (interquartile range, 8.3–8.8 years), 1683 eligible participants (720 women, 963 men) developed at least one primary melanoma (in situ melanoma, 1125; invasive melanoma, 558), 1296 of which (77.1%) were initially managed in primary care; 248 were diagnosed by dermatologists (14.8%), 83 by plastic surgeons (4.9%), 43 by general surgeons (2.6%), and ten by other specialists (0.6%). The most frequent initial procedures leading to histologically confirmed melanoma diagnosis were first excision (854, 50.7%), shave biopsy (549, 32.6%), and punch biopsy (178, 10.6%); 1339 melanomas (79.6%) required two procedures, 187 (11.1%) three. Larger proportions of melanomas diagnosed by dermatologists (87%) or plastic surgeons (71%) were in people living in urban areas than of those diagnosed in primary care (63%); larger proportions of melanomas diagnosed by dermatologists or plastic surgeons than of those diagnosed in primary care were in people with university degrees (45%, 42% v 23%) or upper quartile clinical risk scores (63%, 59% v 47%).

Conclusions: Most incident melanomas in Queensland are diagnosed in primary care, and nearly half are initially managed by partial excision (shave or punch biopsy). Second or third, wider excisions are undertaken in about 90% of cases.

The known: Primary cutaneous melanoma is common in Australia, but little is known about how incident cases are initially managed.

The new: More than 75% of primary melanomas in a large Queensland sample of people aged 40–69 years were diagnosed and managed in primary care. About half were managed by excisional biopsy at first presentation, 33% underwent shave biopsy, and 10% were initially managed by punch biopsy. Almost 80% required a second, wider excision, and 11% required three procedures.

The implications: Most incident melanomas are managed by primary care practitioners, underscoring the need for specific training in this important area of medical practice.

Melanoma is an important public health problem in Australia, and its incidence1 and treatment costs are rising,2 particularly for advanced stage disease. The estimated lifetime risk of at least one melanoma diagnosis in Australia is 6.7% (one in fifteen).3 Primary care practitioners diagnose and manage the vast majority of keratinocyte cancers in Australia4 (in contrast to other countries5), but little has been published on how cutaneous melanoma is first diagnosed and which practitioners make the diagnosis.

Australian clinical guidelines recommend that people who present with suspicious pigmented lesions be promptly assessed by a primary care practitioner, by undertaking an excisional biopsy or referring them to a specialist.6,7,8 Primary care practitioners are therefore at the forefront of melanoma care, but information regarding diagnosis and treatment patterns in Australia is limited. Medical Benefits Schedule (MBS) reimbursement data indicate that 49% of melanomas diagnosed during 2013–14 had been excised by general practitioners, 34% by surgeons, and 16% by dermatologists.9 This analysis, however, was restricted to reimbursement claims for excisions of definitive melanoma, and did not include other procedures (such as shave or punch biopsy) often employed by Australian practitioners to establish a diagnosis of melanoma.10

Other Australian studies have described treatment patterns in highly selected samples of people with melanoma. A 2015 study11 examined patterns of surgical management for a series of Queensland people diagnosed with primary cutaneous melanoma at high risk of spread (clinical stages 1b or 2, comprising about 20% of all melanomas in Queensland); the authors reported that 80% of cases had been initially diagnosed by primary care practitioners (9% by surgeons, 10% by dermatologists), but definitive treatment was typically undertaken by surgeons. A 2007 study12 of invasive melanoma cases reported to the Victorian Cancer Registry found a substantially lower proportion of excisions by primary care practitioners (6.2%). However, the study sample was enriched for thicker melanomas, whereas more than 60% of invasive melanomas in Australia are less than 1 mm thick at diagnosis.13

Knowledge about how patients with melanoma are first managed, and which procedures are used to establish the diagnosis, is consequently incomplete. This knowledge is important, as the successful adoption of clinical guidelines requires their dissemination and educational activities directed at the practitioners expected to implement them. We therefore analysed linked data for a large prospective cohort of Queensland adults to determine the proportion of melanomas treated by different medical specialists, according to patient and tumour characteristics, to describe the types of excisions performed, and to investigate factors associated with the treating practitioner specialty and type of excision.

Methods

The QSkin Sun and Health Study is a prospective cohort study of 43 764 men and women aged 40–69 years at recruitment, randomly sampled from the Queensland population in 2010–11.14 All participants consented to linkage of their data with health databases (including hospital, pathology, and cancer registry records) at baseline, and 92% consented to linkage with MBS reimbursement claims data (for medical services and consultations provided outside public hospitals to Australian citizens and permanent residents; http://medicarestatistics.humanservices.gov.au/statistics/mbs_item.jsp). Participants completed a baseline survey (https://www.qimrberghofer.edu.au/wp‐content/uploads/2020/08/QSkinStudyDocuments_V11_Nov2010‐1.pdf) that collected information on demographic characteristics, pigmentary and phenotypic characteristics, sun exposure and sun protection, family history of melanoma, past history of skin cancer excisions and other treatments for skin lesions, and history of skin examinations. The repeatability and validity of these items has been reported.15,16 A melanoma risk prediction scoring tool has been developed and validated for the QSkin cohort.17

We restricted our analyses to participants for whom an incident in situ or invasive melanoma diagnosed between enrolment in 2010–11 and 31 December 2019 had been notified to the Queensland Cancer Register (QCR). Notification of melanoma diagnoses is a statutory requirement in Queensland. The registry records the date of diagnosis, anatomic site, morphology, and, for invasive melanoma, thickness, as well as the notifying practitioner. We further restricted our analyses to people who consented to record linkage with the MBS claims database, and excluded people with melanoma diagnoses prior to the baseline date.

Treating practitioner and excision type

We obtained MBS claims data from the date of participant enrolment in 2010–11 to 31 December 2019 through data linkage conducted by Services Australia. We ascertained the type of treating practitioner for incident melanomas in the MBS claims data. To identify the first episode of care for melanoma for an individual in the MBS claims dataset, we searched for any claims for anatomical pathology services within ninety days of the date of diagnosis recorded by the QCR. We then searched for any claims related to skin biopsy, excision, or curettage (Supporting Information, tables 1 and 2) within the same period; the first such claim was designated the index event, and we recorded the practitioner type (primary care practitioner, dermatologist, plastic surgeon, general surgeon, other specialist). We then searched for codes related to follow‐up episodes of care (ie, second or wider excisions). For the 275 people who developed more than one primary melanoma during the follow‐up period, we restricted this analysis to episodes of care for their first melanoma. If no relevant services were recorded in the MBS claims data, we extracted the treating practitioner type from the pathology report supplied to the QCR.

The type of excision for an incident melanoma (both initial treatment and subsequent events for the same primary lesion) was recorded following manual review of QCR pathology reports as shave biopsy, punch biopsy, first excision, wide excision following an earlier procedure, other procedure, or not stated/unclear.

Statistical analysis

Patient and tumour characteristics are reported as proportions, means (with standard deviations, SDs) or medians (with interquartile ranges, IQRs), and the statistical significance of between‐group differences was assessed in Pearson χ2 tests (categorical variables) or median score tests (continuous variables) in SAS 9.4. To estimate the association between practitioner type and the frequency of shave or punch biopsies relative to definitive excision, we calculated adjusted prevalence ratios (aPRs) with 95% confidence intervals (CIs) using log multinomial regression in Stata 8.0.18 P < 0.05 was deemed statistically significant.

Ethics approval

The study was approved by the QIMR Berghofer Medical Research Institute human research ethics committee (P1309).

Results

During a median follow‐up of 8.4 years (IQR, 8.3–8.8 years), 1697 participants without melanomas at baseline and who provided consent for MBS data linkage developed at least one primary melanoma. Nine participants were excluded because their initial notification to the cancer registry was for metastatic melanoma; five were excluded because information regarding neither provider nor treatment modality was available (ie, no MBS item codes and no pathology records identified). Our analysis therefore included 1683 people (720 women, 963 men) with primary cutaneous melanoma (in situ melanoma 1125; invasive melanoma, 558; Box 1). We identified a relevant MBS item code for the same date as the cancer registry notification for 1436 people (85%), for a further 133 within seven days (8%), and for 46 within thirty days (3%). We found no relevant MBS item claims linked with 68 melanoma diagnoses (4%), and for these cases we abstracted information about the referring doctor from the cancer registry pathology report.

A total of 1296 melanomas were diagnosed following services by primary care practitioners (77.1%); 248 were diagnosed by dermatologists (14.8%), 83 by plastic surgeons (4.9%), 43 by general surgeons (2.6%), and ten by other specialists (0.6%) (Box 2; Supporting Information, figure 1). The most frequent initial procedures leading to histologically confirmed melanoma diagnosis were first excision (854, 50.7%), shave biopsy (549, 32.6%), and punch biopsy (178, 10.6%); for 44 melanomas (2.6%), the definitive diagnosis followed an earlier (presumably inconclusive) procedure (Box 2).

A total of 1339 melanomas (79.6%) were managed with two procedures, 187 (11.1%) with three. Second and third treatment episodes all involved wide excisions; 1067 second excisions (80.0%) and 161 third excisions (86.1%) were performed by primary care practitioners. Dermatologists used shave biopsy for initial management more frequently than other practitioners (Box 2; Box 3).

After adjustment for age, sex, and residential remoteness of the patient and anatomic site of the melanoma, dermatologists performed shave biopsy more frequently than primary care practitioners (aPR, 1.81; 95% CI, 1.59–2.06) and punch biopsy less frequently (aPR, 0.35; 95% CI, 0.19–0.65). Surgeons less frequently performed shave (aPR, 0.55; 95% CI, 0.37–0.81) and punch biopsy (aPR, 0.59; 95% CI, 0.31–1.12) than primary care practitioners.

More than half the primary melanomas diagnosed and managed by plastic surgeons were head and neck tumours (50.6%), compared with 19.3% of those diagnosed by other practitioners. Most invasive melanomas were thin (≤ 1.0 mm; 452 of 550, 82.2%); eighteen were thicker than 4 mm (3.3%). Of those diagnosed by dermatologists, 93% were thin melanomas, compared with 80.6% of those diagnosed by other practitioners (Box 4).

Larger proportions of melanomas diagnosed by dermatologists or plastic surgeons than of those diagnosed in primary care were in people with university degrees (45%, 42% v 23%), private health insurance (90%, 87% v 70%), or upper quartile clinical risk scores (63%, 59% v 47%); larger proportions of people in these two groups also reported previous excisions for skin cancer (72%, 68% v 58%) or treatment for skin lesions (82%, 80% v 73%). Larger proportions of melanomas diagnosed by dermatologists (87%) or plastic surgeons (71%) were in people living in urban areas than of those diagnosed in primary care (63%) (Supporting Information, table 3).

A larger proportion of melanomas diagnosed by punch biopsy were invasive (80 of 178, 45%) than of those diagnosed by shave biopsy (139 of 549, 25.3%) or first excision (305 of 854, 35.7%). A larger proportion of invasive melanomas diagnosed by shave biopsy were thin (126 of 138, 91.3%) than of those diagnosed by other procedures (60–80%) (Box 5). A greater proportion of melanomas diagnosed by first excision were in men (516 of 854, 60.4%) than those diagnosed by other procedures (447 of 829, 53.9%). Finally, a larger proportion of melanomas diagnosed by shave biopsy were in people living in urban areas (428 of 549, 78.0%) than those diagnosed by first excision (496 of 854, 58.1%) (Supporting Information, table 4).

Discussion

We report the patterns of initial management for people newly diagnosed with melanoma in a large prospective cohort of Queensland adults. More than 75% of melanomas were initially managed in primary care, consistent with the high proportion of registered medical practitioners in Queensland who are general practitioners (7365 of 17 115, 43.0%; dermatologists: 117, 0.7%; general surgeons: 400, 2.3%; plastic surgeons, 82, 0.5%).19 The medical specialties differed in the types of excisions undertaken for initial melanoma management, and in the casemix of patients and tumours they managed. The proportions of people managed by dermatologists and plastic surgeons who were university‐educated or lived in urban areas were larger than those managed in primary care, which provided care for 73.2% of patients in urban areas and 84.5% of those in rural or remote areas. Plastic surgeons managed only 12% of people with head and neck melanomas, but these cases comprised 51% of the incident melanomas they managed.

Our finding that most new melanomas in Queensland are managed in primary care is consistent with an earlier analysis of MBS claims data that excluded shave and punch biopsy procedures.9 The authors found that definitive excision was undertaken by primary care practitioners in 49% of cases in Australia during 2013–14 (62% in Queensland), 34% by surgeons (Queensland, 29%), and 16% by dermatologists (Queensland, 9%). Our study differed in that we sought to identify the first treatment event that led to a histological diagnosis of melanoma (not just the definitive treatment), so that we also included melanomas diagnosed by partial excision (ie, shave or punch biopsy) as well as those diagnosed after surgical excision. Moreover, we confirmed each primary melanoma diagnosis and obtained the type of excision by referring to the corresponding QCR pathology report, reducing the potential for misclassification that could arise by relying on MBS reimbursement data alone. Our findings are also consistent with a recent analysis of Skin Cancer Audit Research Database (SCARD) data which found that 55.9% of melanomas diagnosed in primary care were diagnosed after elliptical excision biopsy, with 74.9% undergoing wide re‐excision by the treating general practitioner.20

While we found that the most frequent initial procedure was surgical excision, almost half of all melanomas were diagnosed following partial excision (shave or punch biopsy). Australian clinical practice guidelines for melanoma8 recommend that skin lesions suspected to be melanoma be completely excised by excisional biopsy with a 2 mm margin. The guidelines note that deep shave excision and punch excision methods can also be used, but that these approaches are more frequently associated with positive margins than elliptical excision and primary closure.10,21 In our series, we found that 90% of people underwent two or more surgical procedures in the course of melanoma management, consistent with clinical practice guidelines that recommend an initial complete excisional biopsy, and subsequent re‐excision with a wider margin if indicated by information obtained from the excision biopsy (eg, invasiveness, Breslow thickness for invasive tumours).8 Most melanomas in our cohort (1577 of 1683, 94%) were in situ or thin (≤ 1.0 mm) invasive melanomas, which have an excellent prognosis; after a median of nine years’ follow‐up, we are aware of only seven deaths from melanoma in the cohort, suggesting that these tumours have been managed appropriately.

The growing burden of skin cancer in Australia requires efficient and effective use of health care resources. Our findings indicate that primary care practitioners play a major role in skin cancer treatment and management in Queensland, the Australian state with the highest incidence of melanoma, and where skin cancer clinics staffed by general practitioners are increasingly common.22,23 However, MBS claims data indicate that the number of excisions to exclude melanoma is almost six times as high as the number for confirmed melanomas (440 019 v 70 435 in 2022), and the number of excisions for keratinocyte cancers dwarfs both categories (795 430 in 2022). We have previously reported that primary care practitioners also perform most keratinocyte excisions (83%).4 As demand for general practice services increases, it is worth reflecting that more than 65% of melanomas and almost 100% of keratinocyte cancers are preventable.24 Primary prevention therefore remains the key strategy for controlling skin cancer and reducing the future burden on primary care. General practitioners are perfectly positioned to provide prevention advice.

Limitations

The strengths of our study include its prospective design, the population‐based sampling frame, and complete ascertainment of incident, histologically verified melanoma diagnoses (including melanoma in situ) through linkage with QCR data, cross‐referenced with MBS claims data (including second and subsequent episodes of care for the same tumour). Limitations included missing data on diagnostic procedures for 38 melanomas. While the baseline characteristics of the QSkin study cohort (23% of people invited to participate did so14) were similar to those of the general Queensland population, the mean age of participants (56 v 52 years) and the proportion of women (59% v 55%) were slightly higher than for people who declined to participate. Excluding the 5.8% of otherwise eligible participants from our analysis who did not consent to MBS data linkage may have influenced our findings, but the effect would be small.

Conclusion

We found that many melanomas in Queensland are diagnosed after shave and punch biopsy, approaches not recommended by Australian guidelines as preferred modes for the initial management of suspicious pigmented lesions. Further research is needed to understand patterns of melanoma management in other parts of Australia, and to characterise the elements of care associated with optimal patient outcomes, providing insights that could inform revised melanoma management guidelines. In the meantime, our findings highlight the need to continue skin cancer training programs for primary care practitioners, who manage most patients with melanoma in Australia.

 

Box 1 – Selection of QSkin participants with first incident invasive or in situ melanoma for our analysis


 

Box 2 – First incident melanomas diagnosed in 1683 eligible QSkin participants, Queensland, 2011–2019: diagnosing medical practitioner and treatment modality for the index treatment event

Treatment modality

All practitioners*

Primary care practitioner

Dermatologist

Plastic surgeon

General surgeon

Other specialist

P


Total number of people

1683

1296 [77.1%]

248 [14.8%]

83 [4.9%]

43 [2.6%]

10 [0.6%]

< 0.001

Shave biopsy

549 (32.6%)

388 (29.9%)

140 (56.5%)

13 (16%)

4 (9%)

2 (20%)

< 0.001

Punch biopsy

178 (10.6%)

159 (12.3%)

10 (4.0%)

5 (6%)

4 (9%)

0

< 0.001

First excision

854 (50.7%)

703 (54.2%)

67 (27%)

52 (63%)

25 (58%)

6 (60%)

< 0.001

Second (wide) excision

44 (2.6%)

20 (1.5%)

7 (3%)

10 (12%)

7 (16%)

0

0.016

Other

58 (3.5%)

26 (2.0%)

24 (10%)

3 (4%)

3 (7%)

2 (20%)

< 0.001


 * Missing data (practitioner): shave biopsy, two; first excision, one.  † χ2 test for equal proportions (one‐way, practitioner type by treatment modality), except for the top row (two‐way, distribution of treatment modalities by provider type).  ‡ Curettage, six; multiple procedure types (eg. shave and punch) listed in the pathology report, four; sampling procedure not specified in the pathology report, 38.

Box 3 – First incident melanomas diagnosed in 1683 eligible QSkin participants, Queensland, 2011–2019: treatment modality, by medical practitioner type


 

Box 4 – First incident melanomas diagnosed in 1683 eligible QSkin participants, Queensland, 2011–2019: tumour characteristics, by treating practitioner

Tumour characteristics*

Total

Primary care practitioner

Dermatologist

Plastic surgeon

General surgeon

Other specialist

P


Total number

1683

1296

248

83

43

10

0.030

In situ melanoma

1125 (66.8%)

872 (67.3%)

173 (69.8%)

50 (60%)

20 (46%)

7 (70%)

 

Invasive melanoma

558 (33.2%)

424 (32.7%)

75 (30%)

33 (40%)

23 (54%)

3 (30%)

 

All melanoma

 

 

 

 

 

 

 

Body site

 

 

 

 

 

 

< 0.001

 Head/neck

351 (20.9%)

246 (19.0%)

52 (21%)

42 (50.6%)

8 (19%)

3 (30%)

 

 Trunk

631 (37.5%)

520 (40.1%)

85 (34%)

9 (10.8%)

11 (26%)

3 (30%)

 

 Upper limbs

439 (26.1%)

335 (25.9%)

69 (28%)

18 (21.7%)

14 (33%)

3 (30%)

 

 Lower limbs

259 (15.4%)

194 (15.0%)

41 (16%)

14 (16.9%)

9 (21%)

1 (10%)

 

 Overlapping/not otherwise specified

3 (0.2%)

1 (0.1%)

1 (0.4%)

0

1 (2%)

0

 

Invasive melanoma

 

 

 

 

 

 

 

Histologic subtype

 

 

 

 

 

 

0.23

 Superficial spreading

329 (60.0%)

251 (59.2%)

47 (62.7%)

20 (60.6%)

10 (44%)

1 (33%)

 

 Lentigo maligna

45 (8.1%)

29 (6.8%)

10 (13%)

3 (9%)

2 (9%)

1 (33%)

 

 Nodular

35 (6.3%)

28 (6.6%)

1 (1%)

4 (12%)

2 (9%)

0

 

 Other/not otherwise specified

149 (26.7%)

116 (27.4%)

17 (23%)

6 (18%)

9 (39%)

1 (33%)

 

Lesion thickness (mm)

 

 

 

 

 

 

0.28

 ≤ 1.0

452 (82.2%)

345 (81.4%)

66 (93%)

24 (75%)

15 (71%)

2 (100%)

 

 1.01–1.99

54 (9.8%)

44 (10%)

4 (6%)

3 (9%)

3 (14%)

0

 

 2.01–3.99

26 (4.7%)

22 (5.2%)

1 (4%)

2 (6%)

1 (5%)

0

 

 ≥ 4.00

18 (3.3%)

13 (3.1%)

0

3 (9.4%)

2 (10%)

0

 

 Missing data

8

0

4

1

2

1

 

 Mean (SD)

0.85 (1.23)

0.87 (1.24)

0.45 (0.33)

1.27 (1.89)

1.14 (1.26)

0.41 (0.13)

 

 Median (IQR)

0.50 (0.30–0.83)

0.50 (0.30–0.90)

0.35 (0.25–0.50)

0.50 (0.30–1.03)

0.60 (0.48–1.20)

0.41 (0.32–0.50)

< 0.001


IQR = interquartile range; SD = standard deviation.  * Missing data (practitioner): in situ melanoma, three; all melanoma/trunk as site, three; lesion thickness, eight.  † χ2 test (categorical variables) or median test (continuous variables).

Box 5 – First incident melanomas diagnosed in 1683 eligible QSkin participants, Queensland, 2011–2019: treatment modality for the first tissue sample, by tumour characteristic

Tumour characteristics

Shave biopsy

Punch biopsy

First excision

Second wide excision

Other

P*


Total number

549

178

854

44

58

 

In situ melanoma

410 (74.7%)

98 (55%)

549 (64%)

34 (77%)

34 (59%)

 

Invasive melanoma

139 (25.3%)

80 (45%)

305 (35.7%)

10 (23%)

24 (41%)

< 0.001

Age at diagnosis (years), mean (SD)

63.1 (7.9)

63.7 (7.5)

62.6 (8.2)

62.0 (7.5)

61.6 (7.7)

 

Age at diagnosis (years), median (IQR)

64.0 (57.6–69.2)

63.9 (58.8–69.9)

63.5 (57.5–69.0)

62.8 (56.5–67.4)

63.6 (56.6–67.8)

0.91

All melanoma

 

 

 

 

 

 

Body site

 

 

 

 

 

 

 Head/neck

125 (22.8%)

37 (21%)

153 (17.9%)

17 (39%)

19 (33%)

 

 Trunk

179 (32.6%)

56 (32%)

365 (42.7%)

15 (34%)

16 (28%)

 

 Upper limbs

140 (25.5%)

45 (25%)

228 (26.7%)

10 (23%)

16 (28%)

 

 Lower limbs

105 (19.1%)

40 (22%)

107 (12.5%)

2 (5%)

5 (9%)

 

 Overlapping/not otherwise specified

0

0

1 (0.1%)

0

2 (4%)

< 0.001

Invasive melanoma

 

 

 

 

 

 

Histologic subtype

 

 

 

 

 

 

Superficial spreading

80 (58%)

45 (56.3%)

191 (62.6%)

4 (40%)

9 (38%)

 

 Lentigo maligna

14 (10%)

11 (14%)

18 (5.9%)

0

2 (8%)

 

 Nodular

5 (4%)

5 (6%)

22 (7.2%)

2 (20%)

1 (4%)

 

 Other/not otherwise specified

40 (29%)

19 (24%)

74 (24%)

4 (40%)

12 (50%)

0.041

Thickness (mm)

 

 

 

 

 

 

 ≤ 1.0

126 (91.3%)

64 (80%)

244 (80.0%)

6 (60%)

12 (71%)

 

 1.01–1.99

8 (6%)

12 (15%)

31 (10%)

1 (10%)

2 (12%)

 

 2.01–3.99

4 (3%)

3 (4%)

18 (5.9%)

0

1 (6%)

 

 ≥ 4.00

0

1 (1%)

12 (3.9%)

3 (30%)

2 (12%)

< 0.001

 Missing data

1

0

0

0

7

 

 Mean (SD)

0.52 (0.47)

0.75 (0.73)

0.95 (1.40)

2.28 (2.76)

1.29 (1.66)

 

 Median (IQR)

0.40 (0.25–0.60)

0.50 (0.31–0.95)

0.54 (0.35–0.90)

0.89 (0.50–4.40)

0.75 (0.39–1.20)

< 0.001


IQR = interquartile range; SD = standard deviation.  * χ2 test (categorical variables) or median test (continuous variables).

Received 5 December 2022, accepted 1 March 2023

  • Nirmala Pandeya1
  • Catherine M Olsen1
  • Maja M Shalit1
  • Jean Claude Dusingize1
  • Rachel E Neale1
  • David C Whiteman1

  • QIMR Berghofer Medical Research Institute, Brisbane, QLD



Open access

Open access publishing facilitated by The University of Queensland, as part of the Wiley – The University of Queensland agreement via the Council of Australian University Librarians.


Acknowledgements: 

This study was supported by the National Health and Medical Research Council (NHMRC; APP1073898; APP1063061; APP1185416). David Whiteman is supported by an NHMRC Research Fellowship (APP11554130). The funders played no role in the design, execution, analysis or interpretation of this study. We thank Cancer Alliance Queensland who maintain the Queensland Cancer Register for their valuable contributions to this study.

Competing interests:

No relevant disclosures.

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