Ive read the paper a couple of times now, and have briefly read up on the diagnostic / imaging pathways for renal masses. I think this paper is encouraging but there some limitations.
1) Accuracy is sub-gold standard
As mentioned above, the sensitivity and specificity is not quite good enough to to say with near-certainty that a person does or does not have clear cell renal cancer.
- A positive result will likely proceed to surgery, and the removed kidney will probably be (but not always) be cancerous
- A negative result might mean the person has no cancer at all, and roughly equal chances that they do have a clear cell cancer which was missed, or another renal cancer subtype
- A negative test would have to proceed to either more scans or a renal biopsy, and possibly result in the kidney getting taken out anyway unless a firm diagnosis is made on biopsy
Current treatment is usually pretty aggressive, generally if people have good kidney function the surgeon will take out the kidney regardless (all or part, depending if its cancer or not). These data don't quite seem compelling enough to change practice of renal surgeons.... if the test is positive, they'll remove the kidney, and if it's negative there's a good chance they'll remove the kidney.
2) Diagnosing small masses
Sensitivity / specificity was actually a slightly better in the smaller lesions, and could be a really good screening tool to characterise smaller tumours. Surgeons and patients may have greater confidence to wait and pursue other tests following a negative result for a small lesion, or greater confidence to take the kidney out for a small lesion if they can show its probably cancer.
3) Diagnosing metastatic disease
Being able to find and define small metastatic deposits may be very helpful for targeting the cancer if it has spread outside the kidney. Positive result may be diagnostic for metastatic clear cell, and allow chemo or radiation treatment to target those deposits.
Tl;dr - actually encouraging with potential for clinical applications despite sub-gold standard accuracy