By far the biggest practical knock-on effect is if you match someone who's doesn't know their parentage (adoption/illegitimate children/etc) who can figure out their parentage as a result of that match.
Familial DNA crime searches are probably the next biggest, but they're still very rare at the moment and many of the DNA platforms don't allow them (GEDMatch was one of the few that do).
You know what parent a male's X and Y came from.
You can use phasing and linkage to reconstruct parental haplotypes.
You can identify which parent any chromosome came from. They're all marked, and the same genetics may do sharply different things depending on whether it was inherited from the father or the mother.
Inability to recover this data has nothing to do with "the nature of DNA" -- the data is very much present in the DNA. It's unrecoverable because when we summarize DNA, we leave it out.
I did not know this. This sounds interesting! Can you provide any google search terms (or a link) where I can read more about this? (e.g. a name of what they are marked with) This surprises me. I thought that there was a process by which portions of the two copies of a chromosome get switched between the two. Is that right? How does that fit together with these markings?
(If these questions would be answered by searching for whatever search term or reading whatever link you provide, I would consider providing said search term or link to be answering these questions)
The term I know related to this is "methylation". https://en.wikipedia.org/wiki/DNA_methylation . I don't know all that much about it; I would not want to claim that methylation is the only such mechanism, or that this is the only information expressed by DNA methylation.
> I thought that there was a process by which portions of the two copies of a chromosome get switched between the two. Is that right? How does that fit together with these markings?
Yes, that's correct. "Crossing over" does not occur during ordinary cell division ("mitosis"), in which one of your cells divides into two of your cells -- your chromosomes should stay the same (except for new mutations) through your life.
But it does occur during meiosis, the process by which one of your cells divides into four sperm or four eggs (these are "gametes", and in terms of chromosome content they are only half-cells, not full cells). Your children's chromosomes may therefore differ from yours.
So the interaction between parental marking and crossing over would broadly look like:
1. You are going to produce four gametes.
2. Remove the parental marking (indicating the sex of the gamete's grandparent) from the cell undergoing meiosis.
3. Do the crossing over.
4. Apply parental marking indicating your own sex (the gamete's parent, rather than grandparent).
5. Divide into four cells.
I don't actually know where the unmarking and remarking occur in the process; maybe reality is more like 2435, or 3254. But both crossing over and applying correct parental marking are part of meiosis -- since meiosis produces a cell that belongs to your child rather than a cell that belongs to you, it's easy to know what kind of marking should be applied.
You're right that you could reconstruct parental haplotypes, but that reveals a fairly limited amount of data, typically you'll share haplotypes with many millions of people.
Not yet.
I’m assuming that the stolen information doesn’t have this limitation.
(obviously if your threat model includes intelligence agencies, etc. then your calculus might be different)
Stolen information has provenance problems that make it difficult to use as evidence of any crime other than theft itself in any system with even rudimentary due process protections and presumption of innocence.
I mean, it's hardly as if you are going to be able to get the people who handled the data between the people who had it lawfully and the time it got to the police on the stand to attest to it's integrity.
(That doesn't prevent its use in investigations, but it means that it would only lead to convictions in a contested case where the police used it to locate proof that was legally sufficient without the use of the DNA as evidence.)
"Access to equipment containing health information should be carefully controlled and monitored."
https://en.wikipedia.org/wiki/Health_Insurance_Portability_a...
DNA services are not currently considered covered entities.
They should be, IMO, but I believe Congress would have to act.
It's not, not even close, It's a law that very narrowly applies mainly to insurance companies and healthcare entities that accept medical insurance.
As a general rule - if insurance is never involved HIPAA doesn't apply.
If you got a DNA test prescribed by your doctor for a diagnosis or even for genetic counseling then HIPAA applies. It's not the nature of the data, it's the nature of the organization dealing with the data.
I have no idea where this mass misunderstanding came from
No. This is just plain false.
HIPAA applies when personally identifiable health information is shared/exchanged. And it applies whether the data is electronic or physical (paper).
(I am NOT saying DNA falls within the HIPAA guidelines.)
But a covered entity may not. And there are many covered entities which are not insurance related. That is all I was trying to say.
You don't get a choice if your uncle, grandmother, aunt, niece or son share their DNA with law enforcement.
* Identifying future medical risk factors
* Solving 30-year-old cold cases where DNA is the only evidence
* Identifying parentage in adoption cases
* Linking them to the location of a crime using Clearview AI and similar scraping facial recognition services
* Creating fake but believable defamatory photos and videos, such as deepfakes
* Being scraped and used in fake profiles by spambots and other nefarious actors
* Being exploited as a tool in identify theft and identify fraud, via various kinds of social engineering.
Do you not consider some of these scenarios worthy of a similar amount of consideration?
What workarounds insurance companies come up with to circumvent the spirit of the law and how well it can be enforced will be interesting.
If there's enough money to be made, I'm sure the Usual People will be persuaded to bend the law until it gives way.
Also, I found out last time this discussion came up on HN that the law prevents it being used for regular insurance but does not apply to life insurance.
Insurance is highly regulated, insurance companies have specific legal ways to underwrite policies, the idea that life insurance companies are going to secretly use stolen data of uncertain provenance in their underwriting instead of just making you submit a dna sample is, quite frankly, silly.
It is not up to me to decide to just release such data. Because it encodes other people's data too. If I were to release my financial records because "it's my data", i'd be exposing a lot of people, organisations and companies who I had interaction with.
With DNA I'm not so sure.
I am aware that "an ecommerce platform" is something else than "your personal finance", but the principle is the same: X shouldn't release other people's financial transactions just because those were done with X.
https://www.npr.org/sections/health-shots/2018/08/07/6360262...
The point is, at the very least it's a grey area, so to dismiss the counter points so airily as you have done on such a serious subject indicates - at best - a lack of reflection and respect for the rights of others.
The police used the crime scene's partial DNA and compared it to somebody's 23andMe sample.
Thanks a lot, grandson!
Negative outcomes include:
1. Racist people persecuting people based on their ancestry, as determined from DNA data.
1. Police performing incorrect DNA database searches and falsely accusing people of crimes. Example: https://www.pbs.org/newshour/show/a-father-took-an-at-home-d...
1. Police misconstruing DNA evidence and falsely accusing people of crimes. For example, a person's DNA can appear at a crime scene if they rode in a Lyft before a perpetrator.
1. Criminals extorting parents of sperm-donor children: Pay us or we'll reveal to your kids that he's not their dad.
1. Criminals extorting unfaithful parents: Pay us or we'll tell him that the kid isn't his. Pay us or we'll tell her about the child born from your affair. Pay us or we'll tell your religious group about your child born not to your spouse.
1. Criminals extorting people about their expected health outcomes: Pay us or we'll tell the shareholders about your 50% chance of getting disease X in the next 5 years. Pay us or we'll tell her that you're likely infertile. Pay us or we'll tell your kid that they will probably die by age 30.
1. Criminals extorting folks who have changed their identities: asylees, stalking victims, protected witnesses, etc.
1. Oppressive governments persecuting relatives of escaped asylees: Your brother who disappeared actually went to country X. We can't punish him so we're punishing you.
"This is a GDPR erasure request. Your site contains my PII by way of that of my father. Please erase this information and indicate that you have complied within 30 days."
Shall I try it?
1. Having your DNA already in the database
2. Your DNA being out somewhere on the street where it could only be linked to you by name through a targeted reconnaissance effort
Has Street View been a problem for the world in that way? I haven't personally experienced that. That's probably why the DNA database idea doesn't scare me. If you want to live in the world it's essentially impossible to keep your DNA a secret. It seems to me that eventually someone will pick it all up and organize it.
And what is with this “this terrible thing X will happen eventually, so why not have it happen now?” argument I keep seeing nowadays? Your argument was quite literally: “Eventually someone will collect all your DNA”, so who cares if it’s now or later?
* Is your DNA a secret? I think the fact that you leave it everywhere means no.
* Should people be allowed to aggregate that information? It literally cannot be stopped so I think the point is moot.
I guess what I'm missing is any addressing of the reality of the situation. I'm guessing from the content of your reply that you think that the practice of cataloging DNA should be banned. Great. What happens when they do it anyway?
Just because you can't stop something doesn't mean you shouldn't even try. Otherwise we might skip having laws altogether.
What good will it do you that there's an international ban on DNA databases when corporations use the impossible-to-stop one anyway to discriminate against and target you or the police use it anyway to throw you in prison.
The most helpful course of action imo is to learn how best to cope with this new reality. How should we set our expectations when our DNA is public and searchable? Are there behaviors that would once be safe but will not be in the future? I think those are the more relevant questions.
... unless you were to look it up maybe, in this leaked dna database.
Dna is not inherently an identifier. It needs the lookup code in order to act as one. A database like this MAKES it no longer a secret.
Companies shouldn't be allowed to aggregate and resell that information. Hope the GDPR will give grounds to close shops doing that.
edit: typo DNS instead of DNA
But is it really? I think the point being made here is that actually it is relatively easy to obtain someone's DNA. Is there a law that prevents someone who knows your name from picking up a discarded coffee cup and extracting your DNA? I think it's an interesting debate. Is your face private? Is the sound of your voice private? Those things are unique to you but anybody that interacts with you will be exposed to those features including possibly your DNA. I guess the concern is how the data is collected, what it is used for and in the case of DNA the impact it has on anybody that has a genetic link to us. I think it's fair to consider DNA in separate category. There's only so much that can be deduced from your face as compared to DNA. It's tricky...
There is a complicated procedure to convert this skin scales to data. Not everybody is able to do it, so if is not a secret, neither is exactly open data.
Isn't this a form of victim blaming? How is this different than saying Black people should try to hide their skin color since in many cases they will be discriminated against because of it? We should be working to suppress the discrimination at it's source, not it's target.
Until we reach zero intolerance nirvana, you can't ignore that personal data collection at scale simplifies discrimination, and also opens up new methods for discriminating. Will there be benefits to society from personal data collection at scale? Of course. But there are also costs. There are plenty of examples of people whose ideas or products became used in unforeseen ways and regretted their actions.
Discrimination should be suppressed at source and systems that simplify its manifestation in the real world should be handled extra carefully.
We're ok with the former since the dawn of times, we're not happy with the later being digitally shared around the world.