| Literature DB >> 24273127 |
Katherine M E Turner1, Jeff Round, Patrick Horner, John Macleod, Simon Goldenberg, Arminder Deol, Elisabeth J Adams.
Abstract
OBJECTIVES: To estimate the costs and benefits of clinical pathways incorporating a point of care (POC) nucleic acid amplification test (NAAT) for chlamydia and gonorrhoea in genitourinary medicine (GUM) clinics compared with standard off-site laboratory testing.Entities:
Keywords: Chlamydia Trachomatis; Cost-Effectiveness; Diagnosis; Gonorrhoea; Mathematical Model
Mesh:
Year: 2013 PMID: 24273127 PMCID: PMC3932743 DOI: 10.1136/sextrans-2013-051147
Source DB: PubMed Journal: Sex Transm Infect ISSN: 1368-4973 Impact factor: 3.519
Figure 1Influence diagrams showing the flow of patients through the model, assuming standard care (A) or point of care (B) pathways for chlamydia and gonorrhoea testing and treatment for genitourinary medicine clinic attendees. (A) Standard care genitourinary medicine clinic attendees based on data from Genitourinary Medicine Clinic Activity Dataset (GUMCAD) 2011,1 illustrated using chlamydial infection in men. Numbers based on a hypothetical cohort of 1000 male attendances and are rounded to the nearest whole number for illustration. Values <1 are not shown for simplicity. (Note: Attendees who report being a sexual partner of an infected individual are also presumptively treated (partner treatment). These can be explicitly included in the model as ‘partners’, but are not incorporated in this illustration of ‘index’ individuals, but in the complete model are added to the total of overtreatment and effective presumptive treatment.) (a) 1000 men attend of whom 350 have any symptoms at entry into clinic (ie, costed as symptomatic pathway). (b) 956 not treated presumptively, await test result=650 without symptoms (65%)+306: 87%*350 with symptoms. (c) 44=13%*350 with specific symptoms are treated presumptively. This assumes 70% of infections are correctly treated presumptively and that 5% of those not infected (but symptomatic of something else) are overtreated. (d), (e), (k), (n), (o) Show progression to development of complications, numbers not shown as <1. (e) See (d). (f) Repeat tests. (g) 881=956–75 (94% of those tested are negative). (h) 57 (6.0% of those not presumptively treated) are infected=(650*6.9% asymptomatic + 306*4.0% symptomatic) (not chlamydial). (i). 15 of those presumptively treated (35%*44) were not infected. (j) 29 of those presumptively treated (65%*44) were infected. (k), (n), (o) All relate to progression to complications which are rare events dealt with in the model not enumerated for simplicity here (<1). (l) 82 of those receiving treatment for chlamydia recover and become negative (95% treatment effectiveness). (m) Four fail treatment and remain positive (5% failure. Note: these would not routinely receive test of cure for chlamydia). From this illustration we can calculate outcomes: (1) Total chlamydial infections are 86 (8.6%)=29 (presumptive) +57 (wait result). (2). Proportion of infections treated presumptively is 33%=29/86. (3) Number of unnecessary treatments 15: represents 15%=15/(86+15). (B) Pathway for point of care GUM clinic attendees based on profiles from GUMCAD 2011, illustrated using chlamydial infection in men. Numbers based on attendance of 1000 men and are rounded to nearest whole number for illustration. Values <1 are not shown for simplicity. (a) 1000 men attend. (b) 914 (91.3% are not infected and do not have complications in the same day). (c) 86 are correctly diagnosed and treated (8.6%). (d), (g), (h) Show progression to development of complications, numbers not shown as <1. (e) 82 of those receiving treatment for chlamydia recover and become negative (95% treatment effectiveness). (f) Four fail treatment and remain positive (5% failure. Note: these would not routinely receive test of cure for chlamydia). From this illustration we can calculate outcomes: (1) Total chlamydial infections are 86 (8.6%). (2) Proportion of infections treated presumptively is 0. (3) Number of unnecessary treatments is 0.
Model input parameters: epidemiological and clinical
| Variable | Value | Number | Comments | Reference/calculation | |||
|---|---|---|---|---|---|---|---|
| Men | Women | Men | Women | ||||
| A | Number of STI screens | 47.3% | 52.7% | 595 802 | 662 904 | Chlamydia and gonorrhoea test | GUMCAD 2011, table 5 |
| B | Chlamydial infection | 8.6% | 7.4% | 51 352 | 49 295 | Total diagnoses | GUMCAD 2011, table 5 |
| C | Gonorrhoeal infection | 2.5% | 0.9% | 14 992 | 5972 | Total diagnoses | GUMCAD 2011, table 5 |
| D | Proportion symptomatic | 35% | 48% | 208 531 | 318 194 | Symptomatic pathway | MSTIC study C Mercer*, personal communication* |
| E | Proportion asymptomatic | 65% | 52% | Asymptomatic pathway | |||
| F | Relative risk (RR) of chlamydia in symptomatic | 1.7 | 0.6 | Derived from MSTIC study | C Mercer*, personal communication | ||
| G | Proportion of asymptomatic infected | 6.9% | 9.0% | 26 855 | 31 011 | Calculated from RR (row F) | Symptomatic positivity = RRxAsymptomatic positivity |
| H | Proportion symptomatic infected | 11.7% | 5.7% | 24 497 | 18 284 | Calculated from RR (row F) | |
| I | Proportion | 70% | 24% | 17 148 | 4388 | Estimate (correct presumptive) | Assumption |
| J | Proportion | 33% | 8% | 60 731 | 21 512 | Estimate (overtreatment) | Assumption |
| K | Proportion of symptomatic presumptively treated | 37% | 8% | 77 879 | 25 900 | Calculated (Col 4 or 5) | =(I+J)/E |
| L | Proportion of presumptively treated infected | 22% | 17% | Calculated (Col 4 or 5) | =I/(I+J) | ||
| M | RR of gonorrhoea in symptomatic | 4.5 | 0.8 | Derived from MSTIC study | C Mercer, personal communication | ||
| N | Proportion asymptomatic infected | 1.1% | 1.0% | 4368 | 3406 | Calculated using RR (row M) | |
| O | Proportion symptomatic infected | 5.1% | 0.8% | 10 624 | 2566 | Calculated using RR (row M) | |
| P | Proportion | 90% | 50% | 9562 | 1283 | Correct presumptive | Assumption |
| Q | Proportion | 2% | 3% | 3958 | 9469 | Overtreatment | Broadly consistent with GUMCAD |
| R | Proportion of symptomatic presumptively treated | 6% | 3% | 13 520 | 10 752 | Calculated (Col 4 or 5) | =(P+Q)/E |
| S | Proportion of presumptively treated infected | 71% | 12% | Calculated (Col 4 or 5) | =P/(P+Q) | ||
| T | Proportion of GUM attendees who present as contacts of infected who are presumptively treated | 100% | 100% | BASHH guidelines | |||
| U | Transmission probability per sex act chlamydia (no condom) | 5% | 5% | During unprotected sex acts in 2 weeks following GUM visit | Conservative estimate | ||
| V | Transmission probability per sex act gonorrhoea (no condom) | 10% | 10% | Conservative estimate | |||
| W | Number of unprotected sex acts per week after GUM visit | 2 | 2 | Conservative estimate | |||
| X | Progression to PID from chlamydia (per day) | 0 | 0.00035 | Estimated from Bayesian evidence synthesis | |||
| Y | Progression to PID from gonorrhoea (per day) | 0 | 0.00035 | Assumed same as chlamydia | |||
| Z | Treatment effectiveness | 95% | 95% | Estimate | Guidelines require >95% efficacy | ||
| AA | Probability that partner of index is chlamydia positive | 0.4 | 0.4 | Conservative assumption | Assumption | ||
| AB | Probability that partner of index is gonorrhoea positive | 0.4 | 0.4 | Conservative assumption | Assumption | ||
*We use RR to adjust the fraction of infections occurring in symptomatic or asymptomatic pathways but retained the overall prevalence as observed in GUMCAD. RR in symptomatic patients was calculated based on proportion infected in those reporting symptoms at attendance in MSTIC (533 men, 731 women)15 (unpublished data kindly provided by Cath Mercer, UCL). The RR was then applied to the GUMCAD data to distribute infections between those symptomatically and asymptomatically infected.
†The proportion of those uninfected who get treated presumptively was calculated such that the total amount of presumptive treatment is broadly consistent with reported epidemiological treatment in GUMCAD. Also see figure 1 for illustration of how these parameters play out in the influence diagram.
‡Price et al19 recently synthesised evidence to calculate the overall progression rate from untreated chlamydia to PID as 0.16 (0.06 to 0.25 CIs). Assuming the mean duration of untreated chlamydia is 493 days and a constant risk of progression, this equates to a risk of 0.00035 per day, by rearranging the formula: y=1−(1−x)493 where y is the total incidence (y=0.16) to calculate x, the daily probability of progression to PID.
GUMCAD, Genitourinary Medicine Clinic Activity Dataset; PID, pelvic inflammatory disease; STI, sexually transmitted infection.
Model input parameters: costs and utilities
| Costs | SC £ | POCT £ | Notes | Reference |
|---|---|---|---|---|
| Asymptomatic testing* | 79.77 | 75.50 | SC based on current costs, POCT average of two clinic pathways (£77.42 and £73.57) | Adams |
| Symptomatic testing* | 99.38 | 92.43 | SC based on current costs, POCT average of two clinic pathways (£100.39 and £84.46) | |
| Chlamydia management, primary | 34.89 | 34.89 | Adams | |
| Chlamydia management, additional | 24.99 | 24.99 | Adams | |
| Gonorrhoea management, primary | 112.05 | 117.94 | Includes the first treatment (primary) and a test of cure (primary) | Adams |
| Gonorrhoea management, additional | 101.86 | 107.75 | Includes the first treatment (additional) and a test of cure (primary) | Adams |
| Gonorrhoea management, second line | 41.07 | 41.07 | Second line treatment is cefixime plus azithromycin | Adams |
| Treatment for PID | 163.00 | 163.00 | Weighted average of treatment in general practice, GUM and other settings | Aghaizu |
| Chlamydia/gonorrhoea testing* | 45.34 | 38.76 | Reduced pathway used for partner testing only | Adams |
| Utilities | ||||
| Pretest status unknown | 1.00 | Assume otherwise healthy population | Assumption | |
| Post-test status unknown | 1.00 | Assume no anxiety while waiting for result | Assumption | |
| Symptomatic | 0.84 | Average for men/women for chlamydia/gonorrhoea | Institute of Medicine | |
| Infection positive | 0.85 | Assumed to be slightly decreased due to anxiety from being positive | Assumption | |
| Complications | 0.80 | Mean of values for PID | Smith | |
| Infection negative | 1.00 | Assume otherwise healthy population | Assumption | |
*All testing pathways include an acquisition cost of test and sample collection kit: standard care costs £12 for the test plus £1.35 for the sample collection kit; POC costs £18 for the test plus £1.71 for the sample collection kit.
GUM, genitourinary medicine; PID, pelvic inflammatory disease; POCT, point of care test; SC, standard care.
The cost, quality adjusted life years, transmission to partners, PID cases and overtreatment in standard care compared to point of care tests for chlamydia and gonorrhoea in genitourinary medicine clinics in the UK: baseline and scenario analyses results.
| Scenario | Baseline | 1 Short time to treat | 2 Low prevalence | 3 No PID or onward transmission | 4 High POC NAAT test cost | 5 Wait for test anxiety |
|---|---|---|---|---|---|---|
| See | Rx time=4 days (baseline: 10 days) | CT=4.3% M, 3.7% F | Transmission probability 0% for CT/NG, PID=0 | POC NAAT test cost=£29.73 | Utility post-test status unknown=0.95 | |
| SC | ||||||
| Cost | £115 627 887 | £115 613 353 | £112 997 661 | £115 595 915 | £115 627 887 | £115 627 887 |
| QALY | 184 012 | 184 013 | 184 036 | 184 015 | 184 012 | 181 523 |
| Transmissions | 17 561 | 7434 | 8811 | – | 17 561 | 17 561 |
| PID | 223 | 132 | 119 | – | 223 | 223 |
| Overtreatment | 95 382 | 95 382 | 100 278 | 95 431 | 95 382 | 95 382 |
| POC | ||||||
| Cost | £103 873 872 | £103 873 872 | £101 452 506 | £103 868 307 | £116 078 901 | £103 873 872 |
| QALY | 184 059 | 184 059 | 184 084 | 184 059 | 184 059 | 184 059 |
| Transmissions | – | – | – | – | – | – |
| PID | 34 | 34 | 17 | – | 34 | 34 |
| Overtreatment | – | – | – | – | – | – |
| Difference (POC-SC) | ||||||
| Cost | −£11 754 015 | −£11 739 481 | −£11 545 155 | −£11 727 608 | £451 014 | −£11 754 015 |
| QALY | 46 | 45 | 48 | 44 | 46 | 2536 |
| Transmissions | −17 561 | −7434 | −8811 | 0 | −17 561 | −17 561 |
| PID | −189 | −98 | −102 | 0 | −189 | −189 |
| Overtreatment | −95 382 | −95 382 | −100 278 | −95 431 | −95 382 | −95 382 |
CT, Chlamydia trachomatis, NAAT, nucleic acid amplification test; NG, Neisseria gonorrhoea, PID, pelvic inflammatory disease, POC, point of care; QALY, quality adjusted life year; Rx, treatment; SC, standard care.