| Literature DB >> 33769006 |
Saad Shakeel1, Mankeeran Dhanoa1, Omar Khan1, Pooya Dibajnia1, Noori Akhtar-Danesh1, Abdollah Behzadi1.
Abstract
Background: Timeliness can have a substantial effect on treatment outcomes, prognosis and quality of life for patients with lung cancer. We sought to evaluate changes in wait times for patients with non-small cell lung carcinoma (NSCLC) and to identify bottlenecks in cancer care.Entities:
Year: 2021 PMID: 33769006 PMCID: PMC8064257 DOI: 10.1503/cjs.013319
Source DB: PubMed Journal: Can J Surg ISSN: 0008-428X Impact factor: 2.089
Fig. 1Overview of wait time intervals in the care pathway for non–small cell lung carcinoma. CT = computed tomography, WT = wait time.
Univariate comparison of wait times and patient-, procedure- and provider-specific factors, by cohort
| Variable | No (%) of patients | |||
|---|---|---|---|---|
| Cohort 1 | Cohort 2 | Cohort 3 | ||
| Age, mean ± SD, yr | 69 ±10 | 68 ± 9 | 68 ± 10 | — |
| Sex | ||||
| Male | 58 (56.9) | 45 (44.6) | 45 (46.9) | 0.177 |
| Female | 44 (43.1) | 56 (55.4) | 51 (53.1) | |
| Biopsy type | ||||
| CM | 102 (100.0) | 85 (84.2) | 61 (63.5) | < 0.001 |
| EBUS | 0 (0) | 16 (15.8) | 35 (36.5) | |
| TNM stage | ||||
| I | 33 (32.4) | 43 (42.6) | 36 (37.5) | < 0.001 |
| II | 15 (14.7) | 19 (18.8) | 14 (14.6) | |
| III | 34 (33.3) | 29 (28.7) | 22 (22.9) | |
| IV | 20 (19.6) | 10 (9.9) | 24 (25.0) | |
| First contact | ||||
| GP | 58 (56.9) | 60 (59.4) | 72 (75.0) | 0.017 |
| ED/respirologist/walk-in/other | 44 (43.1) | 41 (40.6) | 24 (25.0) | |
| Definitive treatment | ||||
| Surgery | 65 (63.7) | 68 (67.3) | 55 (57.3) | < 0.001 |
| Chemoradiation | 37 (36.3) | 33 (32.7) | 41 (42.7) | |
| Incidental | ||||
| Yes | 33 (32.4) | 47 (46.5) | 25 (26.0) | < 0.001 |
| No | 69 (67.6) | 54 (53.5) | 71 (74.0) | |
| Median wait time (IQR), d | ||||
| WT 1 | 4 (0–16) | 2 (0–21) | 28.5 (0–83) | — |
| WT 2 | 24 (6–39) | 11 (0–27) | 13 (5–27) | — |
| WT 3 | 51 (28–95) | 36 (17–85) | 14 (7–26) | — |
| WT 4 | 9 (7–17) | 21 (14–34) | 28.5 (16–47) | — |
| WT 5 | 31.5 (21–50.5) | 32.5 (19–48) | 29 (15–41) | — |
| Total wait time | 122 (95.5–216) | 148 (105–230) | 139.5 (95–206) | — |
CM = cervical mediastinoscopy, CT = computed tomography, EBUS = endobronchial ultrasound, ED = emergency department, GP = general practitioner, IQR = interquartile range, TNM = tumour, node, metastasis, WT = wait time.
Unless indicated otherwise.
WT1 = symptom onset to first physician visit, WT2 = physician visit to CT scan, WT3 = CT scan to first surgeon consult, WT4 = first surgeon visit to staging completion, WT5 staging completion to first treatment.
Cox proportionality model for comparison of wait time, all cohorts
| Variable | Hazard ratio (95% CI) | |||||
|---|---|---|---|---|---|---|
| WT1 | WT2 | WT3 | WT4 | WT5 | Total wait time | |
| Time period | ||||||
| Cohort 1 (reference) | ||||||
| Cohort 2 | 0.86 (0.54–1.37) | 0.62 (0.35–1.10) | 1.38 (1.00–1.91) | 0.34 (0.24–0.47) | 1.26 (0.90–1.75) | 0.81 (0.58–1.12) |
| Cohort 3 | 0.39 (0.25–0.61) | 0.95 (0.57–1.59) | 4.16 (2.97–5.83) | 0.24 (0.17–0.33) | 1.59 (1.16–2.19) | 1.09 (0.80–1.52) |
| Age | 1.20 (1.00–1.44) | 0.86 (0.70–1.05) | 0.78 (0.69–0.89) | 0.92 (0.80–1.06) | 0.72 (0.64–0.83) | 0.75 (0.66–0.87) |
| Sex | ||||||
| Male (reference) | ||||||
| Female | 0.69 (0.47–1.00) | 1.01 (0.70–1.46) | 1.03 (0.80–1.34) | 0.88 (0.67–1.14) | 1.24 (0.96–1.61) | 1.01 (0.77–1.32) |
| TNM stage | ||||||
| Stage I (reference) | ||||||
| Stage II | 1.72 (0.95–3.11) | 1.03 (0.60–1.76) | 1.60 (1.09–2.34) | 1.03 (0.70–1.50) | 1.0 (0.68–1.47) | 1.50 (1.01–2.22) |
| Stage III | 1.13 (0.59–2.13) | 1.39 (0.79–2.47) | 1.22 (0.83–1.79) | 1.09 (0.74–1.63) | 1.12 (0.76–1.66) | 1.09 (0.73–1.64) |
| Stage IV | 1.23 (0.56–2.69) | 1.00 (0.47–2.16) | 1.69 (1.03–2.79) | 1.45 (0.88–2.40) | 1.20 (0.72–2.00) | 1.25 (0.75–2.11) |
| First physician | ||||||
| GP (reference) | ||||||
| ED/respirologist/walk-in/other | 1.04 (0.66–1.63) | 1.33 (0.85–2.07) | 1.00 (0.77–1.31) | 0.91 (0.69–1.20) | 1.24 (0.95–1.62) | 1.62 (1.21–2.17) |
| Definitive treatment | ||||||
| Surgery (reference) | ||||||
| Chemoradiation | 1.26 (0.66–2.40) | 1.32 (0.71–2.45) | 1.47 (0.99–2.18) | 1.03 (0.69–1.55) | 0.97 (0.65–1.45) | 1.47 (0.96–2.23) |
| Incidental finding | — | |||||
| No (reference) | ||||||
| Yes | — | 1.34 (0.84–2.13) | 0.65 (0.48–0.86) | 1.04 (0.77–1.40) | 0.88 (0.66–1.16) | |
CI = confidence interval, GP = general practitioner; ED = emergency department, TNM = tumour, node, metastasis, WT = wait time.
WT1 = symptom onset to first physician visit, WT2 = physician visit to CT scan, WT3 = CT scan to first surgeon consult, WT4 = first surgeon visit to staging completion, WT5 staging completion to first treatment.
Significant at p ≤ 0.05
Cox proportionality model for comparison of wait time, cohort 3 versus cohort 1 (reference group)
| Variable | Hazard ratio (95% CI) | |||||
|---|---|---|---|---|---|---|
| WT1 | WT2 | WT3 | WT4 | WT5 | Total wait time | |
| Time period | ||||||
| Cohort 1 (reference) | ||||||
| Cohort 3 | 0.41 (0.26–0.66) | 0.88 (0.51–1.50) | 4.47 (3.10–6.46) | 0.24 (0.17–0.34) | 1.58 (1.14–2.19) | 1.14 (0.81–1.60) |
| Age | 1.18 (0.95–1.46) | 0.91 (0.71–1.16) | 0.81 (0.69–0.94) | 0.91 (0.77–1.07) | 0.74 (0.64–0.86) | 0.78 (0.67–0.91) |
| Sex | ||||||
| Male (reference) | ||||||
| Female | 0.74 (0.47–1.15) | 0.80 (0.50–1.28) | 1.19 (0.88–1.62) | 0.86 (0.63–1.18) | 1.13 (0.83–1.54) | 1.00 (0.73–1.37) |
| TNM stage | ||||||
| Stage I (reference) | ||||||
| Stage II | 1.75 (0.89–3.41) | 1.0 (0.51–1.98) | 1.80 (1.13–2.88) | 0.97 (0.61–1.55) | 0.82 (0.51–1.33) | 1.58 (0.98–2.55) |
| Stage III | 1.83 (0.83–4.07) | 1.04 (0.46–2.35) | 1.82 (1.10–2.98) | 0.92 (0.57–1.49) | 0.97 (0.59–1.59) | 1.12 (0.66–1.88) |
| Stage IV | 1.79 (0.69–4.65) | 0.77 (0.27–2.22) | 2.04 (1.14–3.67) | 1.05 (0.59–1.87) | 0.87 (0.48–1.57) | 1.19 (0.65–2.21) |
| First Physician | ||||||
| GP (reference) | ||||||
| ED/respirologist/walk-in/other | 1.11 (0.63–1.95) | 0.96 (0.50–1.84) | 0.89 (0.64–1.24) | 1.17 (0.85–1.62) | 1.29 (0.92–1.81) | 1.66 (1.16–2.37) |
| Definitive treatment | ||||||
| Surgery (reference) | ||||||
| Chemoradiation | 0.85 (0.38–1.89) | 1.65 (0.69–3.95) | 1.16 (0.72–1.89) | 1.39 (0.85–2.27) | 1.23 (0.76–1.99) | 1.51 (0.89–2.54) |
| Incidental finding | ||||||
| No (reference) | ||||||
| Yes | — | 1.57 (0.87–2.83) | 0.68 (0.48–0.98) | 1.19 (0.84–1.70) | 0.93 (0.66–1.32) | 1.13 (0.77–1.66) |
CI = confidence interval, GP = general practitioner; ED = emergency department, TNM = tumour, node, metastasis, WT = wait time.
WT1 = symptom onset to first physician visit, WT2 = physician visit to CT scan, WT3 = CT scan to first surgeon consult, WT4 = first surgeon visit to staging completion, WT5 staging completion to first treatment.
Significant at p ≤ 0.05
Cox Proportionality model for comparison of wait time, cohort 3 versus cohort 2 (reference group)
| Variable | Hazard ratio (95% CI) | |||||
|---|---|---|---|---|---|---|
| WT1 | WT2 | WT3 | WT4 | WT5 | Total wait time | |
| Time period | ||||||
| Cohort 2 (reference) | ||||||
| Cohort 3 | 0.43 (0.25–0.71) | 1.54 (1.02–2.31) | 2.67 (1.85–3.85) | 0.60 (0.43–0.84) | 1.20 (0.86–1.67) | 1.55 (1.05–2.28) |
| Age | 1.20 (0.96–1.49) | 0.88 (0.70–1.10) | 0.82 (0.69–0.98) | 0.89 (0.75–1.07) | 0.79 (0.67–0.93) | 0.75 (0.61–0.92) |
| Sex | ||||||
| Male (reference) | ||||||
| Female | 0.76 (0.48–1.18) | 0.97 (0.65–1.46) | 0.90 (0.65–1.24) | 0.90 (0.64–1.25) | 1.14 (0.83–1.57) | 0.91 (0.64–1.29) |
| TNM stage | ||||||
| Stage I (reference) | ||||||
| Stage II | 2.08 (1.01–4.28) | 1.03 (0.58–1.82) | 1.55 (0.98–2.45) | 1.20 (0.76–1.90) | 1.29 (0.82–2.02) | 1.71 (1.06–2.74) |
| Stage III | 0.94 (0.42–2.11) | 1.13 (0.60–2.14) | 1.06 (0.64–1.77) | 0.76 (0.44–1.30) | 1.19 (0.69–2.05) | 0.93 (0.53–1.63) |
| Stage IV | 1.23 (0.47–3.22) | 0.84 (0.36–1.94) | 1.71 (0.90–3.28) | 1.72 (0.94–3.16) | 1.76 (0.91–3.42) | 1.43 (0.69–2.99) |
| First physician | ||||||
| GP (reference) | ||||||
| ED/respirologist/walk-in/other | 1.43 (0.82–2.49) | 1.39 (0.86–2.24) | 0.96 (0.68–1.35) | 0.70 (0.48–1.01) | 1.18 (0.83–1.67) | 1.93 (1.30–2.89) |
| Definitive treatment | ||||||
| Surgery (reference) | ||||||
| Chemoradiation | 1.35 (0.58–3.13) | 1.46 (0.75–2.87) | 1.74 (1.03–2.96) | 1.19 (0.70–2.02) | 1.06 (0.60–1.86) | 1.72 (0.93–3.17) |
| Incidental finding | ||||||
| No (reference) | ||||||
| Yes | — | 1.16 (0.71–1.90) | 0.68 (0.47–0.98) | 0.91 (0.62–1.33) | 0.83 (0.58–1.18) | 1.29 (0.83–2.02) |
CI = confidence interval, GP = general practitioner; ED = emergency department, TNM = tumour, node, metastasis, WT = wait time.
WT1 = symptom onset to first physician visit, WT2 = physician visit to CT scan, WT3 = CT scan to first surgeon consult, WT4 = first surgeon visit to staging completion, WT5 staging completion to first treatment.
Significant at p ≤ 0.05
Cox proportionality model for comparison of wait time, cohort 2 versus cohort 1 (reference group)
| Variable | Hazard ratio (95% CI) | |||||
|---|---|---|---|---|---|---|
| WT1 | WT2 | WT3 | WT4 | WT5 | Total wait time | |
| Time period | 0.94 (0.59–1.48) | 0.71 (0.39–1.29) | 1.43 (1.02–2.01) | 0.36 (0.26–0.52) | 1.19 (0.84–1.67) | 0.81 (0.58–1.12) |
| Cohort 1 (reference) | ||||||
| Cohort 2 | ||||||
| Age | 1.31 (1.04–1.66) | 0.87 (0.65–1.18) | 0.73 (0.62–0.85) | 0.95 (0.79–1.14) | 0.65 (0.55–0.78) | 0.76 (0.64–0.90) |
| Sex | ||||||
| Male (reference) | ||||||
| Female | 0.66 (0.41–1.08) | 1.61 (0.93–2.78) | 1.02 (0.73–1.42) | 0.83 (0.59–1.16) | 1.42 (1.02–1.98) | 1.14 (0.81–1.60) |
| TNM stage | ||||||
| Stage I (reference) | ||||||
| Stage II | 1.40 (0.65–3.02) | 1.21 (0.53–2.77) | 1.40 (0.87–2.26) | 0.90 (0.56–1.47) | 0.93 (0.56–1.54) | 1.19 (0.72–1.97) |
| Stage III | 0.83 (0.43–1.63) | 3.13 (1.31–7.50) | 1.02 (0.67–1.57) | 1.38 (0.86–2.20) | 1.18 (0.75–1.86) | 1.15 (0.73–1.81) |
| Stage IV | 0.79 (0.31–2.03) | 2.33 (0.70–7.68) | 1.61 (0.84–3.08) | 1.48 (0.71–3.06) | 1.21 (0.60–2.42) | 1.11 (0.57–2.15) |
| First physician | ||||||
| GP (reference) | ||||||
| ED/respirologist/walk-in/other | 0.78 (0.46–1.34) | 2.13 (1.10–4.13) | 1.16 (0.84–1.61) | 0.84 (0.59–1.18) | 1.19 (0.86–1.65) | 1.39 (1.00–1.95) |
| Definitive treatment | ||||||
| Surgery (reference) | ||||||
| Chemoradiation | 1.74 (0.83–3.65) | 1.02 (0.42–2.46) | 1.45 (0.92–2.30) | 0.84 (0.51–1.40) | 0.70 (0.43–1.14) | 1.34 (0.83–2.16) |
| Incidental finding | ||||||
| No (reference) | ||||||
| Yes | – | 1.09 (0.55–2.16) | 0.55 (0.39–0.79) | 1.15 (0.79–1.68) | 0.92 (0.65–1.31) | 0.69 (0.47–1.01) |
CI = confidence interval, GP = general practitioner; ED = emergency department, TNM = tumour, node, metastasis, WT = wait time.
WT1 = symptom onset to first physician visit, WT2 = physician visit to CT scan, WT3 = CT scan to first surgeon consult, WT4 = first surgeon visit to staging completion, WT5 staging completion to first treatment.
Significant at p ≤ 0.05
Fig. 2Comparison of median wait times between cohorts 1 and 2. WT1 = symptom onset to first physician visit, WT2 = physician visit to computed tomography (CT) scan, WT3 = CT scan to first surgeon consult, WT4 = first surgeon visit to staging completion, WT5 staging completion to first treatment. *p < 0.05 cohort 1 v. cohort 2. †p < 0.05 cohort 1 v. cohort 3. ‡ p < 0.05 cohort 2 v. cohort 3.