Enthusiasm for precision medicine, from the White House down to everyday physicians, is at an all-time high. But serious problems with the databases used to interpret patients’ genetic profiles can lead to “inappropriate treatment” with “devastating consequences,” researchers at the Mayo Clinic warned on Monday.
Their report describes the cases of some two dozen people who were told they had a potentially fatal illness and one who had a heart defibrillator surgically implanted but, it turns out, never needed it. The individuals were family members who underwent genetic testing after a young relative died of a heart syndrome. Test results indicated that they carried a mutation in a heart-related gene — and the database that the testing company used indicated it caused a serious disorder.
A reanalysis by Dr. Michael Ackerman, a genetic cardiologist at Mayo, and colleagues with a more modern genetic database, however, indicated that in fact the mutation is harmless, and the invasive treatment was unnecessary. “This is the proverbial dark side of genetic testing and precision medicine,” said Ackerman. Because databases that companies use to interpret DNA tests are riddled with errors, “we’re starting to see a lot of fumbles,” with patients told that a DNA misspelling is disease-causing when it actually isn’t.
Other experts, too, are raising concerns about the databases. “It’s not a new problem,” said Michael Watson, executive director of the American College of Medical Genetics and Genomics. Until recently, he said, most genetics research focused on the United States and western Europe, producing data that might not apply to other populations. A DNA variant that might cause disease in one ethnic group might not do so in others.
That raises the very real concern that some people treated with “precision” approaches will be misdiagnosed and given useless or even harmful treatment.
Scouring the genome
The Mayo case began when a 13-year-old boy died in his sleep five years ago. Concerned that the boy had an undiagnosed heart condition, the family’s physician ran standard EKG and other heart tests on the boy’s brother and parents. When the brother’s EKG showed a short-lived glitch in his heartbeat, the doctor decided he had an inherited heart condition called long QT syndrome, which causes chaotic and sometimes fatal heartbeats, and implanted an implantable cardioverter defibrillator, a pacemaker-like device that monitors heart rate and delivers an electric shock if it detects an abnormality. The doctor also recommended that the brother and parents undergo genetic testing.
That testing turned up a mutation linked to long QT syndrome, seeming to confirm the EKG result. Dozens of relatives were scared into genetic testing, too. Eventually, some two dozen were found to have the long QT mutation.
It seemed like the perfect opening for precision medicine. Just as women with mutations in their BRCA gene can choose to have their breasts removed prophylactically rather than wait for cancer to develop, so people with a mutation that causes long QT can have an ICD implanted to prevent sudden heart failure. The boy’s brother got the implant.
There was something odd about the diagnosis of long QT, however. Neither the parents nor distant relatives had any symptoms of it, including on EKGs; the brother’s anomalous EKG event never recurred. The parents asked Mayo for a second opinion.
Ackerman was skeptical: Some 40 percent of the patients who go to Mayo with a genetic diagnosis of long QT turn out not to have it. EKGs confirmed that none of the relatives who had been told they had the mutation causing long QT had the disorder, the Mayo team reported Monday in the journal Mayo Clinic Proceedings. The testing company’s conclusion that they did was based on a faulty interpretation of their DNA sequences.
Ackerman and colleagues discovered, from the old blood sample, that the boy who died did not have a mutation for long QT either. If the family physician had ordered post-mortem genetic testing, the family would probably never have fallen into the black hole of genetic testing and overtreatment, the Mayo physicians concluded.
Interpreting disease risk
While researchers’ ability to sequence DNA has improved exponentially in recent years, it’s not as if sequencing machines see little neon signs on the DNA flashing “dangerous mutation!” To interpret a sequence where DNA letters differ from the “reference human genome” — basically, a genetic dictionary of “correct” DNA spellings — researchers scour public or proprietary databases to see if the misspelling is disease-causing or benign.
Unfortunately, databases often disagree. And many misspellings once thought to be dangerous — and still listed that way in databases — have since been determined not to be. A recent study estimated that people have, on average, 54 mutations listed as pathogenic, of which 41 are almost certainly not.
Neither the databases that genetic testing companies use to interpret DNA sequences, nor the (often proprietary) algorithms used to help with those interpretations, require approval from the Food and Drug Administration or other federal regulators, Ackerman pointed out. For some genes, companies disagree completely on whether a DNA misspelling is pathogenic, benign, or of unknown significance. Making things even harder, the Mayo researchers warned, just because a misspelling “has been [identified] in the published literature as a disease-associated variant, this does not guarantee that variant’s pathogenicity.”
“Getting DNA sequenced is the easy part,” Ackerman said. “It’s the analysis that’s the Achilles’ heel of genetic testing.” He estimates that at least 10 percent of the misspellings in the long QT gene that have been identified as causing the disorder have probably been wrongly convicted.
Beyond cardiology, he added, “as many as 30 percent of mutations associated with disease aren’t. We’re going to have to do a lot of clean-up work,” scrubbing databases of bad information — or else the dream of DNA-based precision medicine could become a nightmare of wrong diagnoses.
This story has been corrected to say that the brother, not other relatives, received implants.
We must not ignore the fact that these types of errors in interpretation spill out all over the place in Crime Scene DNA analysis, as well as paternity cases! Paternity Testing is unbelievably flawed! Men are named Father under an “umbrella effect” using ridiculously over exaggerated statistics, blown out of proportion Probabilities derived from incorrectly using a Mathematical Theorem (Bayes). An incorrectly used Mathematical Theorem produces an incorrect result, the result could be the correct answer, but only by coincidence, for which isn’t really known. The fact that F.B.I. Scientists are the ones who designed the processes producing these ENORMOUS Random Match Probabilities is a SERIOUS legal issue of CONFLICT OF INTEREST, not to mention UNCONSTITUTIONALITY to Alleged Fathers! The C.O.I. exists because the Government has more “INTEREST” than anyone in every Paternity Test involving a child born out of wedlock! There is a 99.99% Probability (pun intended) that the Mother and child will be on Welfare and what is the NUMBER ONE way to lighten the load on the Governments shoulders that the Welfare Program produces? The ability to PIN Paternity on men in an “UMBRELLA EFFECT” using flawed Math, and flawed Probability and Statistics! There is a 99.99% Probability (pun intended) that an Alleged Father will be employed, and once named a “PROBABLE” Father, he then has to pay Support, Medical for Mom and Child, as well as reimburse the Government for any and all Welfare received by MOTHER AND CHILD! That is a “POSTER CHILD” Conflict of Interest scenario. The FACT that nobody can question Database stats or look anonymously at databases for flaws in probs and stats is ABSOLUTELY UNCONSTITUTIONAL in every sense of the word! There was also an “ACT” passed where these databases are suppose to be open in an anonymous fashion by defense lawyers, Scientists, etc… but the F.B.I. FEROCIOUSLY resists this stating that they don’t want to violate the Rights of the men whose DNA is in the database! Thats HILARIOUS! Not really, Id say DISGUSTINGLY OBVIOUS as to why they FEROCIOUSLY resist this and check for threaten States crime labs from being cut off from access to database searches if they look for errors in R.M.S.P.! I have to go PROJECTILE VOMIT now because every time I talk about this LIE I get SICK!
genetic testing is a big deal, and is a big advance in science. It may be a big deal, but can be very harmful. If you are asked to take a genetic test, refse and keep refusing, even if they bribe you. This is a big advance in science, but a bad advanement.
no its not right
why do you not like genetic testing????
this topic is a love hate relationship sort of deal. i like how scientists are advancing in tecnology but i dont really like genetic testing.
This is Hype!!!
Let’s not throw the baby out with the bathwater just yet – your own reporting reveals that had they tested the affected proband they would have ruled out this long qt variant. Is this really a case of incomplete annotation or irresponsible reporting? Exomes are still just a tool. Could ExAC be better? Of course! But there is still incredible power available so long as investigators don’t try to oversell their hand.
With respect to the long QT syndrome case, it never occurred to me that that the first step in this process was not obtaining sequencing data from the boy who died – until I read that this was the case.
Flagging the poor state of data resources evokes Captain Renault (Claude Rains) immortal “I’m shocked, shocked to find …..”. The databases are a mess because NIH funding for data generation is many times the level of funding for data curation, a scandal that could be fixed literally with the stroke of a keyboard, albeit a keyboard engaged in drawing up next years budget allocation. You get what you pay for.
Not surprising that these new diagnostic tools need calibration too. The patient stories presented here help to illustrate the need to engage the best physician possible for your disease, one who is willing to use a variety of diagnostic tools.
I totally agree with Jack. Genetic diagnosis is going to be one type of information. As all the other previous ways of diagnosis, genetics needs revision and has to be used with care.
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