Varying estimates of the cost-effectiveness of genomic testing applications can reflect differences in study questions, settings, methods and assumptions. This review compares recently published cost-effectiveness analyses of testing strategies for Lynch Syndrome (LS) in tumors from patients newly diagnosed with colorectal cancer (CRC) for either all adult patients or patients up to age 70 along with cascade testing of relatives of probands. Seven studies published from 2010 through 2015 were identified and summarized. Five studies analyzed the universal offer of testing to adult patients with CRC and two others analyzed testing patients up to age 70; all except one reported incremental cost-effectiveness ratios (ICERs) < $ 100,000 per life-year or quality-adjusted life-year gained. Three studies found lower ICERs for selective testing strategies using family history-based predictive models compared with universal testing. However, those calculations were based on estimates of sensitivity of predictive models derived from research studies, and it is unclear how sensitive such models are in routine clinical practice. Key model parameters that are influential in ICER estimates included 1) the number of first-degree relatives tested per proband identified with LS and 2) the cost of gene sequencing. Others include the frequency of intensive colonoscopic surveillance, the cost of colonoscopy, and the inclusion of extracolonic surveillance and prevention options.
With increasing translation of genetic testing to clinical practice, the cost-effectiveness of clinical applications of molecular genetic tests has become a “hot” question in health economics and genomics. Recent systematic reviews have examined “genetic testing technologies” [
A precondition for the demonstration of cost-effectiveness is evidence of effectiveness,
One of the most prominent Tier 1 public health genomic applications is testing for Lynch Syndrome (LS) in tumor specimens from patients newly diagnosed with colorectal cancer (CRC) using preliminary testing using either immunohistochemistry (IHC) or microsatellite instability (MSI), followed by genetic sequencing and deletion testing to identify a mutation on an MMR gene [
Testing of patients with CRC for LS can be either selective or universal. Traditionally, patients have been selected for testing based on either Amsterdam II criteria [
Universal testing for LS in adults with newly diagnosed CRC was first recommended in 2009 by the CDC sponsored Evaluation of Genomics in Practice and Prevention (EGAPP) working group [
We explore under what assumptions universal or near-universal tumor testing for LS in patients with CRC followed by cascade testing of relatives of those found to have LS is likely to be cost-effective in terms of promoting survival or quality-adjusted survival. Specifically, we assessed estimates from “full” CEAs that calculate health outcomes to address the following questions: (1) how does universal testing for LS compare with selective or targeted testing including use of RBG criteria or statistical models; (2) how do different age cutoffs for targeted testing affect the incremental cost-effectiveness of universal testing relative to targeted testing; and (3) to what extent do differences in epidemiologic assumptions account for differences in estimates between studies of the incremental cost-effectiveness ratio (ICER) of testing for LS? Previous discussions of differences in ICER estimates of testing for LS have either touched lightly on epidemiological parameters or been limited to comparisons of pairs of studies [
In this paper, we reviewed full CEAs of genetic testing for LS in tumor tissues of patients with newly diagnosed CRC followed by cascade testing of relatives. Specifically, CEA studies were included if they reported estimates of health outcomes using the metrics of either discounted life-years saved (LYs) or quality-adjusted life-years (QALYs) gained as the denominator of ICERs. We excluded “partial” CEAs which reported estimates of cost per case detected but not cost per unit of health gains because knowing that one strategy is cheaper than another does not provide information on the value of either intervention [
We included analyses published after 2009 in which at least one strategy involved either universal testing of unselected CRC patients or near-universal testing of patients up to age 70 years. The starting date of 2009 was chosen because the objective was to assess estimates of cost-effectiveness published since the EGAPP Working Group issued its recommendation of universal LS testing in 2009 [
Articles were identified through one of two ways. First, articles included in a systematic review of economic evaluation of LS testing published in 2014 [
Seven CEAs of routine genetic testing for LS in newly diagnosed CRC patients and subsequent cascade testing met the inclusion criteria. Four publications modeled testing for LS in the US healthcare context [
The studies included in this review also differed in terms of assumptions as to what interventions follow from identification of LS mutation carriers among probands and asymptomatic relatives (
Two studies assumed that female mutation carriers would be offered testing or prophylactic surgery to prevent gynecologic cancers associated with LS. Prophylactic total abdominal hysterectomy and bilateral salpingo-oophorectomy (TAH/BSO) have been shown in observational data to prevent the subsequent occurrence of ovarian and endometrial cancers in women with LS [
Prophylactic aspirin has been shown to reduce the risk of CRC in individuals with LS [
Published estimates of ICERs of testing patients with CRC for LS along with testing relatives of probands vary. In
The base case ICERs of universal testing
The following subsections detail differences between studies that contribute to the variations in estimates of costs and effectiveness. For example, Severin
Differences in estimates of health outcomes associated with identification of relatives with LS are of particular importance. Mvundura
Universal testing of newly diagnosed patients with CRC can be done in more than one way [
Unit costs are reported in
Severin
The total cost of intensive colonoscopic surveillance is a function of the frequency at which colonoscopies are assumed to occur with and without knowledge of LS status, the unit cost of colonoscopies, the probabilities of serious complications (perforation or bleeding), and the unit cost of treating complications (
As described in
The number of relatives tested per proband is an influential parameter. The Dutch study that assumed eight relatives tested per proband assumed the most favorable economic outcomes, [
Estimates of the lifetime incidence of CRC in the absence of prevention measures are potentially important because a lower baseline risk of cancer implies fewer deaths that could be avoided by prevention. Three studies assumed a weighted average of 41%–46% cumulative lifetime incidence of CRC among mutation carriers who survive to at least age 70 [
The age distribution of incident CRC cases among persons with LS is often not documented. Severin
The risk of death from CRC, or case-fatality rate (CFR), among patients with LS relative to patients with sporadic CRC reflects assumptions about the staging of cancer. Two studies did not document assumptions about relative mortality among CRC patients [
The effectiveness of intensive surveillance (annual or biennial colonoscopy beginning at age 20 or 25) in preventing incident CRC in asymptomatic mutation carriers was assumed to be 58%–63% in all studies, which indicates that this is not an important source of differential cost-effectiveness estimates. Severin
Three studies calculated ICERs for targeted testing based on criteria or models that include both age and family history. Severin
Ladabaum
Three studies reported estimates of QALY gains. In one of those studies, the calculation of QALYs was done as a sensitivity analysis and primarily reflected population-level mean health utilities, which decreases with increasing age [
The UCSF study assumed a very large disutility of active cancer, a decrement of roughly 0.4 for up to five years [
The PenTAG review reviewed estimates of disutilities associated with cancer, surgeries, and LS [
Two studies modeled prophylactic surgery for female mutation carriers. Ladabaum
The UCSF model modeled the costs of annual surveillance of female probands and mutation carriers for gynecologic cancers [
Severin
Is testing for LS in adults with CRC along with cascade testing of relatives cost-effective? That in large part is a function of projected effectiveness. The effectiveness of testing for LS, whether measured in discounted LYs or QALYs gained, is primarily a product of the reduction in CRC-associated mortality. No two articles reviewed calculated mortality reductions in quite the same way, which makes direct comparisons difficult. Cost-effectiveness is also a function of the comparator. Universal testing may appear cost-effective relative to no testing but not necessarily in comparison with selective or age-targeted testing strategies.
Whether testing is considered cost-effective may also depend on the meaning of “cost-effective.” Do decision-makers classify an intervention with an ICER above a single threshold value such as $ 50,000 as not cost-effective? Or, do they use a range of values, such as $ 50,000 to $ 100,000? How does the definition of cost-effective health intervention vary across countries? The World Health Organization suggests that interventions be considered “highly cost-effective” if the cost per disability-adjusted life-year or DALY is less than per capita GDP, and “cost effective” if the ICER is less than three times the per capita GDP [
A related question is whether the outcome metric is LYs or health-adjusted LYs. CEAs of cancer prevention strategies often use LYs because mortality benefits dominate quality of life impacts [
Whether routine testing for LS in adults with newly diagnosed CRC is considered cost-effective depends on the assumed feasibility, cost, and sensitivity of selective testing using detailed family history data. One older modeling study concluded that universal testing would not be cost-effective in comparison with selective testing based on Bethesda criteria [
Both universal tumor testing and testing just patients with CRC up to age 70,
The analytical perspective and the methods for assessing the costs of clinical services also influence cost-effectiveness calculations. CEAs of testing for LS have not followed a consistent approach. Studies which stated that they followed a societal or healthcare sector perspective, both of which presume estimates of resource costs, for the most part relied on reported expenditures [
One important factor is the number of relatives tested per proband, which varies across studies from just over 1 to 8. Within a model, the ICER is roughly proportional to the number of relatives tested per proband. For example, when the number of relatives tested per proband in the revised CDC model [
This review is not exhaustive. It does not address the efficiency and costs of different tumor testing strategies, such as IHC first
Finally, this paper does not address the controversial proposal to offer direct gene sequencing testing for LS in primary care patients, as proposed in a commercially-produced CEA modeling study [
The diversity in assumptions and estimates in this review preclude drawing conclusions about whether universal testing for LS is or is not cost-effective in absolute terms. Testing either all CRC patients for LS or patients up to age 70 years
This case study has implications for the economic evaluation of genomic testing applications in general. First, context matters. Testing costs and uptake of genomic testing vary across populations and healthcare systems. Strategies to improve the uptake of counseling and testing may be crucial to improving the effectiveness and cost-effectiveness of genomic testing. Second, the cost-effectiveness of a testing strategy depends on the alternative to which is it compared. Universal testing for a condition for which highly effective prevention strategies are available is likely to prove cost-effective in many settings compared with no testing but may not be cost-effective in comparison with selective testing based on predictive models or criteria. The accuracy and cost of selective testing strategies should be documented in real-world settings before drawing conclusions about cost-effectiveness.
The author thanks Donatus Ekwueme, Jim Gudgeon, Heather Hampel, Nicola Huxley (and her colleagues at Exeter), Glenn Palomaki, Wolf Rogowski, and Wendy Ungar, for very helpful substantive comments on earlier versions of this manuscript, and Kwame Nyarko for proofreading. The author also thanks the two anonymous peer reviewers.
The author declares no conflict of interest.
The findings and conclusions in this report are those of the author and do not necessarily represent the official position of the Centers for Disease Control and Prevention.
Cost-effectiveness studies of testing strategies for Lynch Syndrome in patients with colorectal cancer.
| Study | Country | Analytic Perspective | Discount Rate (per Annum) | Colonoscopic Surveillance Frequency | Other Preventive Strategies Modeled |
|---|---|---|---|---|---|
| Mvundura | USA | US healthcare system | 3% | Every 2 years starting at 20 years | None |
| Ladabaum | USA | Third-party payer | 3.5% | Every year starting at 25 years | Subtotal colectomy by mutation carriers TAH/BSO at age 40 years |
| Sie | Netherlands | Not stated | 4% | Every 2 years | None |
| Snowsill | UK | UK National Health Service | Every 2 years | TAH/BSO at minimum age 45 years | |
| Severin | Germany | German Statutory Health Insurance system | 3% | Every year starting at 25 years | Aspirin prophylaxis |
| Barzi | USA | Societal | 3% | Every year starting at 20 years | None |
All studies applied the same discount rate to costs and health outcomes in future years.
TAH/BSO: total abdominal hysterectomy and bilateral salpingo-oophorectomy.
Base case incremental cost-effectiveness ratios of testing strategies for Lynch Syndrome in patients with colorectal cancer, adjusted to 2014 US dollars.
| Study | Country | Strategy | Comparator | ICER (Nearest 100 US Dollars) | |
|---|---|---|---|---|---|
| Per LY saved | Per QALY gained | ||||
|
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| Mvundura | USA | $ 25,100—original | $ 29,600—original | ||
| Ladabaum | USA | $ 38,700 | $ 63,900 | ||
| Barzi | USA | $ 46,900 | |||
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| Mvundura | USA | <50 years | No testing | $ 8,700 | |
| No limit | <50 years | $ 41,200 | |||
| Ladabaum | USA | ≤50 years | No testing | $ 29,900 | |
| ≤60 years | ≤50 years | $ 36,200 | |||
| ≤70 years | ≤60 years | $ 47,300 | |||
| No limit | ≤70 years | $ 94,900 | |||
| Sie | Netherlands | ≤70 years | ≤50 years | Dominant (cost-saving) | |
| Snowsill | UK | <50 years | No testing | $ 8,400 | |
| <60 years | No testing | $ 11,800 | |||
| <70 years | No testing | $ 16,600 | |||
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| Ladabaum | USA | MMRpro | No testing | $ 32,700 | |
| Universal | MMRpro | $ 125,200 | |||
| Severin | Germany | RBG | No testing | $ 106,100 | |
| Universal | RBG | $ 347,700 | |||
| Barzi | USA | MMRpro | No testing | $ 35,100 | |
| Universal | MMRPro | $ 144,100 | |||
As reported in Barzi
ICER: incremental cost-effectiveness ratio; LY: life-years; QALY: quality-adjusted life-years; RBG: Revised Bethesda Guidelines criteria; MMRPpro software in the CancerGene software package [
Base case values of cost assumptions of routine testing for Lynch Syndrome in patients with colorectal cancer (CRC) and first-degree relatives, in 2014 US dollars.
| Study | Pre-Test Counseling for CRC Patients | IHC | Post-Test Counseling | Counseling for Gene Sequencing | Gene Sequencing for | Approaching and Counseling Relatives | Test for Known Family Mutation | Combined Cost of Counseling and Testing A Relative |
|---|---|---|---|---|---|---|---|---|
| Mvundura | 22 | 290 | 106 | 194 | 899 | 156 | 61 | 411 |
| Ladabaum | NR | 300 | 112 | 198 | 942 | 118 | 492 | 610 |
| Sie | 25 | 184 | 136 | 0 | 1184 | 77 | 353 | 430 |
| Snowsill | 0 | 366 | 0 | 103 | 714 | 103 | 265 | 368 |
| Severin | 57 | 166 | 161 | 0 | 5268 | 57 | 281 | 338 |
| Barzi | NR | 300 | 112 | 198 | 942 | 118 | 492 | 610 |
This cost estimate is based on the CDC model, which adjusted the estimate in the published article for inflation to 2007 dollars.
IHC: immunohistochemistry;
Cost estimates in cost-effectiveness studies of routine testing for Lynch Syndrome in patients with colorectal cancer, in 2014 US dollars.
| Study | Direct Cost of Colonoscopy | Cost of Perforation | Cost of Bleeding | Complication Cost per Colonoscopy |
|---|---|---|---|---|
| Mvundura | 1043 | 19,471 | 6530 | 43 |
| Ladabaum | 690 | 11,025 | 6653 | 20 |
| Sie | 206 | Not reported | Not reported | Not reported |
| Snowsill | 911 | 7898 | 585 | 3 |
| Severin | 265 | 7555 | 3923 | 3 |
| Barzi | 690 | 11,025 | 6653 | 20 |
The cost estimates are adjusted for inflation from those in the spreadsheet model. The relevant cost estimates in Table A1 were expressed in 1998 values.
Base case values of epidemiologic parameters in cost-effectiveness studies of routine testing for Lynch Syndrome (LS) in patients with colorectal cancer (CRC) that relate to asymptomatic mutation carriers.
| Study | # Relatives Tested per Proband | % Relatives Testing Positive for Mutation | Uptake of Prevention among Mutation Carriers | Reduction in risk of CRC with LS Surveillance | Weighted Incidence of First CRC in Absence of Adherence to Prevention | Difference in Case-Fatality Rate of CRC in LS Relative to Non-LS Patients in Absence of Prevention |
|---|---|---|---|---|---|---|
| Mvundura | 2.1 | 45% | 79% | 62% | 41.3%—unadjusted | 24% |
| Ladabaum | 4 | 50% | 80% | 58% | 46%–54% by age 70 | 25%–30% |
| Sie | 8 | 39% | 88% | 63% | 3.5% per year | NR |
| Snowsill | 2.1 | 44% | 80% | 61% | 43.5%–46.4% | 21% |
| Severin | 1.1 | 50% | 81.8% | 52% | 42%—unadjusted | 33% |
| Barzi | 2.6 | Not stated | 60%–80% | 56% | 46%–54% by age 70 | NR |
NR: Not reported.