| Literature DB >> 31388640 |
R Pandé1, J Hodson2, A Murray1, F Marcon1, M Kalisvaart1, R Marudanayagam1, R P Sutcliffe1, D F Mirza1, J Isaac1, K J Roberts1,3.
Abstract
Background: Early treatment is the only potential cure for periampullary cancer. The pathway to surgery is complex and involves multiple procedures across local and specialist hospitals. The aim of this study was to analyse variability within this pathway, and its impact on cost and outcomes.Entities:
Mesh:
Year: 2019 PMID: 31388640 PMCID: PMC6677092 DOI: 10.1002/bjs5.50161
Source DB: PubMed Journal: BJS Open ISSN: 2474-9842
Figure 1Histogram of the time from diagnostic imaging to surgery. The plot includes all 483 patients who underwent surgery during the study interval. The bars have an interval width of 10 days. The dashed lines represent the lower and upper quartiles (37 and 90 days respectively)
Figure 2Comparison of time from diagnostic imaging to surgery by the referral hospital. The numbers reported on the y‐axis represent the total number of referrals during the period; ‘other hospital’ groups hospitals with fewer than five referrals. Median values, interquartile ranges and ranges are denoted by thick bars, boxes and error bars respectively; asterisks represent outliers, defined as values more than 1·5 times the length of the box. The x‐axis was truncated at 220 days as 99 per cent of patients fell within this range. GP, general practitioner. P = 0·203 for comparisons across hospitals A–L (Kruskal–Wallis test); P = 0·696 when the hospital was treated as an ordinal factor based on total number of referrals (Jonckheere–Terpstra test)
Comparison of patient and diagnostic factors
| Quartile of time from CT to surgery | |||
|---|---|---|---|
| Q1 ( | Q4 ( |
| |
| Age at surgery (years) | 66·2(9·5) | 68·5(9·2) | 0·056 |
| Sex ratio (M : F) | 63 : 58 | 70 : 54 | 0·523 |
| BMI (kg/m2) | 26·2(4·9) | 26·0(5·1) | 0·786 |
| Smoking status | 1·000 | ||
| Non‐smoker | 95 (78·5) | 97 (78·2) | |
| Smoker | 11 (9·1) | 11 (8·9) | |
| Ex‐smoker | 15 (12·4) | 16 (12·9) | |
| Charlson Co‐morbidity Index > 2 | 41 of 119 (34·5) | 52 (41·9) | 0·238 |
Values in parentheses are percentages unless indicated otherwise;
values are mean(s.d.).
Fisher's exact test, except
t test.
Components of the patient pathway
| Quartile of time from CT to surgery | ||||
|---|---|---|---|---|
|
| Q1 ( | Q4 ( |
| |
| Time (days) | ||||
| CT to surgery | 245 | 21 (14–29) | 112 (99–142) | < 0·001 |
| CT to referral | 222 | 3 (1–6) | 20 (7–41) | < 0·001 |
| CT to final PBD | 157 | 3 (0–8) | 14 (2–46) | < 0·001 |
| Referral to specialist MDT | 218 | 3 (1–7) | 4 (2–15) | < 0·001 |
| Specialist clinic to surgery | 241 | 7 (1–14) | 75 (45–103) | < 0·001 |
Values are median (i.q.r.).
Where pathway components were reversed (for example, where patients were referred before imaging) a time of 0 days was assigned.
Includes only those patients with jaundice who had preoperative biliary drainage (PBD); see Table 3 for further details. MDT, multidisciplinary team.
Mann–Whitney U test.
Diagnostic tests and management of jaundice
| Quartile of time from CT to surgery | ||||
|---|---|---|---|---|
|
| Q1 ( | Q4 ( |
| |
| Diagnostic tests | ||||
| CT | 245 | 121 (100) | 124 (100) | – |
| Total no. of scans | 245 | 122 (1·0 per patient) | 229 (1·8 per patient) | < 0·001 |
| EUS | 245 | 22 (18·2) | 92 (74·2) | < 0·001 |
| Total no. of EUS scans | 114 | 24 (1·1 per patient) | 133 (1·4 per patient) | 0·024 |
| Time from CT to first EUS (days) | 114 | 13 (7–19) | 38 (19–61) | < 0·001 |
| Time from CT to diagnostic EUS (days) | 105 | 13 (7–19) | 59 (39–80) | < 0·001 |
| MRI | 226 | 22 of 107 (20·6) | 40 of 119 (33·6) | 0·036 |
| PET | 226 | 1 of 107 (0·9) | 7 of 119 (5·9) | 0·069 |
| Management of jaundice | ||||
| No. of patients with jaundice | 245 | 107 (88·4) | 112 (90·3) | 0·682 |
| ERCP | 219 | 42 of 107 (39·3) | 112 of 112 (100) | < 0·001 |
| No. of patients having ERCP | 219 | 29 of 107 (27·1) | 84 of 112 (75·0) | < 0·001 |
| Total no. of procedures | 154 | 46 (1·1 per patient) | 142 (1·3 per patient) | 0·103 |
| PTC | 219 | 6 of 107 (5·6) | 23 of 112 (20·5) | 0·001 |
| Total no. of procedures | 29 | 6 (1·0 per patient) | 39 (1·7 per patient) | 0·058 |
| PBD | 219 | 45 of 107 (42·1) | 112 of 112 (100) | < 0·001 |
| No. of patients having PBD before referral | 216 | 37 of 106 (34·9) | 97 of 110 (88·2) | < 0·001 |
| No. of patients with > 1 attempt at PBD | 219 | 6 of 107 (5·6) | 41 of 112 (36·6) | < 0·001 |
| Total no. of procedures | 157 | 51 (1·1 per patient) | 181 (1·6 per patient) | 0·002 |
| Time from CT to final PBD (days) | 157 | 3 (0–8) | 14 (2–46) | < 0·001 |
Values in parentheses are percentages unless indicated otherwise;
values are median (i.q.r.).
In the subgroup of patients for whom at least one procedure was performed.
Excludes patients for whom details of additional imaging or timing of the earliest preoperative biliary drainage (PBD) were not available. EUS, endoscopic ultrasonography; ERCP, endoscopic retrograde cholangiopancreatography; PTC, percutaneous transhepatic cholangiography.
Fisher's exact test, except
Mann–Whitney U test.
Comparisons of admissions, tumour and operative factors
| Quartile of time from imaging to surgery | ||||
|---|---|---|---|---|
|
| Q1 ( | Q4 ( |
| |
| Preoperative admissions | ||||
| No. of hospital episodes | 218 | 1 (1–1) | 3 (2–5) | < 0·001 |
| Cumulative length of stay (days) | 218 | 3 (0–8) | 8 (1–20) | < 0·001 |
| Costs before surgery (€) | 218 | 2088 (0–3666) | 5652 (3299–8450) | < 0·001 |
| Tumour factors | ||||
| Diagnosis | 245 | < 0·001 | ||
| Ductal adenocarcinoma | 95 (78·5) | 66 (53·2) | ||
| Cholangiocarcinoma | 9 (7·4) | 25 (20·2) | ||
| Ampullary cancer | 17 (14·0) | 33 (26·6) | ||
| T category | 182 | 0·185 | ||
| T0 | 0 of 100 (0) | 3 of 82 (4) | ||
| T1 | 5 of 100 (5·0) | 5 of 82 (6) | ||
| T2 | 6 of 100 (6·0) | 10 of 82 (12) | ||
| T3 | 86 of 100 (86·0) | 59 of 82 (72) | ||
| T4 | 3 of 100 (3·0) | 5 of 82 (6) | ||
| N category | 182 | 0·031 | ||
| N0 | 20 of 100 (20·0) | 28 of 82 (34) | ||
| N1 | 78 of 100 (78·0) | 53 of 82 (65) | ||
| N2 | 2 of 100 (2·0) | 1 of 82 (1) | ||
| Lymph node ratio | 183 | 0·18 (0·06–0·34) | 0·13 (0·00–0·29) | 0·062 |
| Operative factors | ||||
| Operation | 245 | 0·005 | ||
| Resection | 100 (82·6) | 83 (66·9) | ||
| Bypass | 21 (17·4) | 41 (33·1) | ||
| Vascular reconstruction | 182 | 20 of 99 (20) | 10 of 83 (12) | 0·163 |
| R1 status | 183 | 33 of 100 (33·0) | 13 of 83 (16) | 0·010 |
Values in parentheses are percentages unless indicated otherwise;
values are median (i.q.r.). T and N categories were assessed pathologically for resections and radiologically for bypasses.
Includes only patients who had a resection.
Fisher's exact test, except
Mann–Whitney U test.
Predictors of extended times from CT to surgery
| Univariable analysis | Multivariable analysis | |||
|---|---|---|---|---|
| Odds ratio |
| Odds ratio |
| |
| Age at surgery (years) | 0·019 | 0·088 | ||
| < 65 | 1·00 (reference) | 1·00 (reference) | ||
| 65–74 | 1·00 (reference) | 0·574 | 2·47 (0·94, 6·50) | 0·066 |
| ≥ 75 | 1·00 (reference) | 0·007 | 3·26 (1·02, 10·36) | 0·046 |
| Female sex | 0·84 (0·51, 1·39) | 0·491 | n.s. | |
| BMI (kg/m2) | 0·536 | n.s. | ||
| < 25 | 1·00 (reference) | |||
| 25–29 | 0·80 (0·46, 1·39) | 0·424 | ||
| ≥ 30 | 1·17 (0·58, 2·39) | 0·656 | ||
| Smoking status | 0·992 | n.s. | ||
| Non‐smoker | 1·00 (reference) | |||
| Smoker | 0·98 (0·41, 2·37) | 0·963 | ||
| Ex‐smoker | 1·04 (0·49, 2·23) | 0·910 | ||
| Charlson Co‐morbidity Index > 2 | 1·37 (0·82, 2·31) | 0·231 | n.s. | |
| Diagnosis | < 0·001 | n.s. | ||
| Ductal adenocarcinoma | 1·00 (reference) | |||
| Cholangiocarcinoma | 4·00 (1·75, 9·12) | < 0·001 | ||
| Ampullary cancer | 2·79 (1·44, 5·43) | 0·002 | ||
| Jaundice | 1·22 (0·54, 2·76) | 0·631 | n.s. | |
| T3–4 category | 0·32 (0·18, 0·56) | < 0·001 | n.s. | |
| N1–2 category | 0·34 (0·20, 0·59) | < 0·001 | n.s. | |
| Lymph node ratio | < 0·001 | 0·033 | ||
| 0 | 1·00 (reference) | 1·00 (reference) | ||
| 0·01–0·20 | 0·31 (0·16, 0·60) | < 0·001 | 0·50 (0·19, 1·30) | 0·154 |
| > 0·20 | 0·31 (0·16, 0·58) | < 0·001 | 0·23 (0·08, 0·70) | 0·010 |
| No. of EUS scans | < 0·001 | < 0·001 | ||
| 0 | 1·00 (reference) | 1·00 (reference) | ||
| 1 | 9·6 (5·0, 18·2) | < 0·001 | 11·9 (4·7, 30·7) | < 0·001 |
| > 1 | 46·4 (10·5, 205·1) | < 0·001 | 67·2 (7·1, 635·8) | < 0·001 |
| MRI | 1·96 (1·07, 3·58) | 0·029 | n.s. | |
| PET | 6·6 (0·8, 54·8) | 0·079 | 9·4 (0·6, 142·6) | 0·108 |
| No. of PBD procedures | < 0·001 | < 0·001 | ||
| 0 | 1·00 (reference) | 1·00 (reference) | ||
| 1 | 11·5 (5·6, 23·8) | < 0·001 | 10·8 (4·2, 27·8) | < 0·001 |
| > 1 | 43·3 (15·1, 123·8) | < 0·001 | 29·9 (7·6, 118·6) | < 0·001 |
Values in parentheses are 95 per cent confidence intervals. Results are from binary logistic regression analysis, with Q4 versus Q1 as the dependent variable; hence odds ratios greater than 1 represent a greater chance of extended time to surgery. The multivariable model used a backwards stepwise approach to variable selection, with all factors analysed in the univariable analysis considered for inclusion. The final model was based on 221 patients, after exclusions owing to missing data. n.s., Not selected for inclusion by the stepwise procedure; EUS, endoscopic ultrasonography; PBD, preoperative biliary drainage.