Clinical evidence for OWLiver
The clinical basis for the OWLiver test uses biopsy data as a “gold standard” reference test. The OWL trial was in two parts: a 467 patient study cohort by Barr et al 2012, and a validation cohort of 295 patients, preliminary data Crespo et al (2016), Exhibit 17.
Exhibit 17: Clinical study and validation cohorts
Indication |
Main study (Barr 2012) |
Full 2017 validation set (oral presentation only) |
Normal histology (control) |
90 |
40 |
NAFL/steatosis |
246 |
108 |
NASH |
131 |
147 |
Totals |
467 |
295 |
Source: Edison Investment Research based upon Barr et al 2012, Crespo et al (2016.) and 2016 and 2017 7 OWL oral presentations. Note that the Crespo et al abstract is on 147 patients with more patients added later.
Barr et al 2012 used a main analysis group of 467 people who all had a liver biopsy. Of these 90 were healthy controls and 377 had some form of NAFLD, either steatosis or NASH. Qualitative determinations of 540 serum metabolite variables were performed using ultra high-performance liquid chromatography coupled to mass spectrometry (UPLC−MS). Barr et al 2012 noted that “The metabolic profile was dependent on patient body-mass index (BMI), suggesting that the NAFLD pathogenesis mechanism may be quite different depending on an individual’s level of obesity.” OWL has a potential test, OWLiverCare to separate NAFL from NASH but does not plan to sell this.
Crespo et al (2016) then recruited a new validation cohort of 295 patients of whom 255 had NAFLD and 40 were controls. The NAFLD patients were then further separated into steatosis (108) and NASH (147). The outcome is in Exhibit 18.
Exhibit 18: OWLiver test data BMI plus 20 lipids
|
|
|
|
|
|
NASH |
steatosis |
|
|
|
Study |
131 |
246 |
0.95 |
0.83 |
0.94 |
Validation |
147 |
108 |
0.84 |
0.79 |
0.92 |
Source: Edison Investment Research based upon Barr et al 2012, Crespo et al (2016.) and OWL oral presentation 2017. Note that the Crespo et al abstract is on 147 patients with more patients added later.
OWL calculates for the validation cohort a PPV of 93% and NPV of 76%. These values are the probability that a positive test is correct in showing disease and that a negative test result is correct in showing no disease. There are no healthy individuals in this subset tested.
PPV and NPV are based on the mix of positive and negative patients tested at that time whereas sensitivity and specificity are, in theory, absolute values with error ranges. Since the validation cohort was enriched in NASH patients, the PPV based on the test cohort is high relative to the sensitivity of 0.79.
Edison does not know the likely potential screening population composition, but in real clinical use it is likely to be obese individuals possibly pre-screened with ultrasound to establish a high level of liver fat. From the NHANES work (see Wong et al (2017) and Exhibit 11 above) about 25% of these might have NASH. In that case, the effective PPV and NPV might be 77% and 93% respectively (Edison indicative calculations). This will be a good basis for avoiding biopsy for lower risk patients and give a better basis for further testing, including biopsy, for at risk patients
Only a full prospective study could establish these figures more accurately but running a large biopsy controlled study would be expensive. This might however be needed in the US for full reimbursement. Extensive test use might also depend on a link to a therapeutic but the FDA will not recommended this without a large scale trial.
OWL has a test for liver fibrosis (OWLFiber) based to date on 208 samples, Exhibit 19. The test is due for launch in 2018. OWLFiber has two algorithms. The first separates patients with Fibrosis F1-4 (positive) from those without any fibrosis (negative). It uses 16 biomarkers phospholipids, triacyglycerols and non-esterified fatty acids. Secondly, patients with fibrosis F3 and F4 are separated from F1 and F2 using five biomarkers. Medical attention and most current imaging and other tests, and possible new therapeutics, is based on identifying fibrosis F3 or F4. The initial results are in Exhibit 20.
Exhibit 19: Fibrosis trial structure
Source: OWL Oral presentation
One aspect of this test is that NASH is liver inflammation but in the early stages fibrosis may not be apparent. Hence a patient could theoretically have an inflamed liver without fibrosis so be positive on OWLiver and negative on OWLFiber. Data may be too limited to be clear on this. [OWL to comment] Comparative data against other tests for fibrosis may be needed for commercialisation.
Exhibit 20: Preliminary fibrosis staging data