- T J Cole, professor of medical statistics (tim.cole{at}ich.ucl.ac.uk)1
“You can't teach an old dogma new tricks”
Dorothy Parker
Dogs are widely recognised as smelling smells that humans miss. Yet the idea of turning this canine skill to clinical diagnosis is novel. The study by Willis et al takes a first cautious step in testing such an idea by training dogs to detect bladder cancer from urine samples and then seeing if their detection rate when tested blind is better than expected by chance.1
The design of the trial was simple and elegant. Six dogs were trained to recognise urine samples from patients with bladder cancer compared with diseased and healthy sex matched controls. Each dog was then offered a set of seven urine samples, from a person with cancer and six controls, and they identified the sample they considered to be different by lying next to it. This process was repeated eight times, so each dog effectively rolled a seven sided die nine times and by chance ought to have been successful one seventh of the time (14%). In practice the success rate was almost three times higher, 22 out of 54 or 41%. This is a highly significant result, especially with a fancy bootstrap confidence interval.
The study was carefully designed to include several features to minimise bias, and it is hard to fault the study in this respect. On balance the results are unambiguous—dogs can be trained to recognise and flag an unusual smell in the urine of patients with bladder cancer. This gives the lie to Dorothy Parker's epigram.
Some intriguing findings for dog lovers are in the detail. The dogs were deliberately chosen to cover a range of breeds and ages and they had no particular skills in scent discrimination. The papillon performed almost as well as the three cocker spaniels, while the mongrel did worst. The two dogs trained with dried urine samples fared less well (four successes out of 18) than the others who were trained with intact samples (18 out of 36).
Looking at the results by patient again showed some striking differences. Patient 1 was correctly identified by all six dogs, whereas patients 3 and 9 were consistently missed. This may be a fatigue effect, as the results were worse in later tests (exact P for trend=0.0006), or it may simply indicate that the strength of the urine signal varies from one patient to another.
The most intriguing finding was the control patient seen during the training phase, whose urine sample was consistently identified by the dogs as a case. Despite the fact that the patient had negative cystoscopy and ultrasonography results, the consultant was sufficiently impressed by the dogs' performance to test the patient again and found a kidney carcinoma.
Footnotes
-
Competing interest: TJC owns a chocolate labrador.
References
- 1.↵
CiteULike
Connotea
Del.icio.us
Digg
Facebook
Reddit
Technorati
Twitter
Stumbleupon
Rapid responses
Latest Responses
The decline in the breast cancer incidence is 1.2% and it is not significant.
Published 10 February 2012
'twas ever thus
Published 10 February 2012
The value of historic human remains
Published 10 February 2012
In Praise of British Literature
Published 10 February 2012
Is real shared decision making possible?
Published 10 February 2012
Most responses
Does anyone understand the government’s plan for the NHS? (17 responses)
Published 17 Jan 2012
Bad medicine: medical nutrition (15 responses)
Published 18 Jan 2012
Shared decision making: really putting patients at the centre of healthcare (7 responses)
Published 27 Jan 2012
Why legislation is necessary for my health reforms (7 responses)
Published 1 Feb 2012
Search for evidence goes on (5 responses)
Published 17 Jan 2012