Home > Articles

This chapter is from the book

A Unified Theory of Complex Disease

An added quirk is that there likely are mechanisms that ensure that as few individuals as possible exceed the threshold, even when they have more than their fair share of the risky alleles. This phenomenon is known as canalization. It says that not only do species evolve so that most individuals resemble one another, but they have also evolved buffering that ensures that everyone is “normal” despite the slings and arrows of outrageous fortune that life throws at them.

Next time you trap a mouse, count the number of whiskers: Almost certainly there will be 17 or 18 on each side of the snout. Actually, my dogs also have this number of whiskers, but that may just be coincidence. This number of whiskers is very stable, unless the mouse happens to have a Tabby mutation, in which case on average it will only have a dozen or so whiskers. The catch is that the “or so” can be as few as 7 and as many as 20. Observations such as this are often seen when developmental circumstances are perturbed. Not only does the average appearance change, but it also becomes much more variable.

It seems than that normal buffering mechanisms fall apart when the genetic system is pushed too far away from the optimum. Translated into the realm of disease, the idea is that the modern environment that humans have constructed has taken us out of the buffering zone, and left us more susceptible to perturbations that result in disease. It is, however, much easier to describe what canalization is than the mechanisms that produce it. This is partly because we don’t really understand the mechanisms, and partly because they are usually addressed in mathematical and statistical equations.

The essence of these equations is that stability arises through the deeply interconnected web of interactions among genes. If I were to give you 100 pieces of string and ask you to make a carrying bag, the simplest thing you could do would be to tie them all together at both ends, resulting in a sling. This would be fine for carrying around tennis balls, but somewhat disappointing if you tried to use it to carry your loose change. A slight improvement would be to divide the strings into two groups, and lay two slings perpendicular to one another. If you had time, you could weave the strings into a cross-hatching cloth, and by adding reinforcing strings at different angles you could make this web even stronger. Such a cloth would be able to hold heavy objects that distort it and to absorb breaks in a few of the strings.

Genetic networks are similarly structured as interacting linkages that together form a tighter, more coherent whole than would be produced simply by adding together bits and pieces. But the whole inevitably has holes, particularly when stressed, and these holes lead to disease.

Now think about some recipe you used to love to make as a child. Let’s say your favorite ham and cheese omelet, or if you were unusually adept in the kitchen, a soufflé. When you were a child, you probably stuck pretty close to the recipe, knowing that so long as you balanced the amount of ham and cheese you added, the omelet would turn out nicely. Then you went away to college and went through a phase of not eating breakfast or stopping for a McBiscuit on the way to work, and now you’ve forgotten the exact recipe. You think you have it right, but every other time you make one, the kids get a pained look on their faces and spit it out. There’s probably something wrong with the number of eggs you are using or the amount of milk. Or maybe it is because you are using an electric stove instead of gas, or the eggs where you live now are a different size than those where you grew up. It’s frustrating, but you just can’t recapture the magic of the old combination.

In this metaphor for the origins of complex disease, the recipe stands for the genetic program for healthy development, growing up and changing the recipe stands for genetic evolution, and switching cooktops stands for environmental change. The key is that tens of millions of years of genetic evolution devised canalized systems for regulating the amount of glucose in our blood; the balance of immune response to bacteria, viruses, and parasites; and the way the chemicals signal in the brain. These systems were well able to absorb normal fluctuations, without exposing too many individuals to disease. But humans are an incredibly young and rapidly evolved species, and we have completely changed our environment in the past century. This pushes us—as well as many of our domesticated companion animals that get similar diseases—out of the buffered zone, exposing genetic variation that may never have had an effect in the past.

So while it is convenient to assume that humans are close to some optimal design, we have not actually been around for long enough to allow the genome to make fine adjustments that ensure that most people are buffered from disease. Humans are without a doubt a long way from any such equilibrium. We shared a common ancestor with chimpanzees just five million years ago, and with Homo erectus cavemen just a million years ago. As a species, Homo sapiens has been in existence for just 140,000 years, somewhere around just 10,000 generations. The flies sitting on the fruit salad at your barbecue have likely been around as a species for 100 times as many generations.

Perhaps it wouldn’t matter so much, except that we’re also a really, really different species in so many ways. We’re just beginning to explore our novel world. From the Arctic to the Antilles, and from Newfoundland to New York, humans are re-creating their niche, putting pressure on the gene pool to deal with all kinds of extremes. We live longer than our close ancestors, consume strange diets, walk upright with a funny pelvis, have babies with big heads, share our homes with a menagerie of animals, and cope with really complex social settings. If you feel stressed at times, imagine things from the perspective of the genes that helped us get here.

The point is that recent human evolution has required substantial changes in our genetic makeup, disrupting genetic relationships that had evolved over millions of years. These changes have left us exposed. Like an adolescent still growing up and trying to come to terms with a constantly changing world, we’re just a little uncomfortable with who we are. Presumably we’ll get to a more comfortable genetic place, but not for a few more hundred thousand generations.

InformIT Promotional Mailings & Special Offers

I would like to receive exclusive offers and hear about products from InformIT and its family of brands. I can unsubscribe at any time.

Overview


Pearson Education, Inc., 221 River Street, Hoboken, New Jersey 07030, (Pearson) presents this site to provide information about products and services that can be purchased through this site.

This privacy notice provides an overview of our commitment to privacy and describes how we collect, protect, use and share personal information collected through this site. Please note that other Pearson websites and online products and services have their own separate privacy policies.

Collection and Use of Information


To conduct business and deliver products and services, Pearson collects and uses personal information in several ways in connection with this site, including:

Questions and Inquiries

For inquiries and questions, we collect the inquiry or question, together with name, contact details (email address, phone number and mailing address) and any other additional information voluntarily submitted to us through a Contact Us form or an email. We use this information to address the inquiry and respond to the question.

Online Store

For orders and purchases placed through our online store on this site, we collect order details, name, institution name and address (if applicable), email address, phone number, shipping and billing addresses, credit/debit card information, shipping options and any instructions. We use this information to complete transactions, fulfill orders, communicate with individuals placing orders or visiting the online store, and for related purposes.

Surveys

Pearson may offer opportunities to provide feedback or participate in surveys, including surveys evaluating Pearson products, services or sites. Participation is voluntary. Pearson collects information requested in the survey questions and uses the information to evaluate, support, maintain and improve products, services or sites, develop new products and services, conduct educational research and for other purposes specified in the survey.

Contests and Drawings

Occasionally, we may sponsor a contest or drawing. Participation is optional. Pearson collects name, contact information and other information specified on the entry form for the contest or drawing to conduct the contest or drawing. Pearson may collect additional personal information from the winners of a contest or drawing in order to award the prize and for tax reporting purposes, as required by law.

Newsletters

If you have elected to receive email newsletters or promotional mailings and special offers but want to unsubscribe, simply email information@informit.com.

Service Announcements

On rare occasions it is necessary to send out a strictly service related announcement. For instance, if our service is temporarily suspended for maintenance we might send users an email. Generally, users may not opt-out of these communications, though they can deactivate their account information. However, these communications are not promotional in nature.

Customer Service

We communicate with users on a regular basis to provide requested services and in regard to issues relating to their account we reply via email or phone in accordance with the users' wishes when a user submits their information through our Contact Us form.

Other Collection and Use of Information


Application and System Logs

Pearson automatically collects log data to help ensure the delivery, availability and security of this site. Log data may include technical information about how a user or visitor connected to this site, such as browser type, type of computer/device, operating system, internet service provider and IP address. We use this information for support purposes and to monitor the health of the site, identify problems, improve service, detect unauthorized access and fraudulent activity, prevent and respond to security incidents and appropriately scale computing resources.

Web Analytics

Pearson may use third party web trend analytical services, including Google Analytics, to collect visitor information, such as IP addresses, browser types, referring pages, pages visited and time spent on a particular site. While these analytical services collect and report information on an anonymous basis, they may use cookies to gather web trend information. The information gathered may enable Pearson (but not the third party web trend services) to link information with application and system log data. Pearson uses this information for system administration and to identify problems, improve service, detect unauthorized access and fraudulent activity, prevent and respond to security incidents, appropriately scale computing resources and otherwise support and deliver this site and its services.

Cookies and Related Technologies

This site uses cookies and similar technologies to personalize content, measure traffic patterns, control security, track use and access of information on this site, and provide interest-based messages and advertising. Users can manage and block the use of cookies through their browser. Disabling or blocking certain cookies may limit the functionality of this site.

Do Not Track

This site currently does not respond to Do Not Track signals.

Security


Pearson uses appropriate physical, administrative and technical security measures to protect personal information from unauthorized access, use and disclosure.

Children


This site is not directed to children under the age of 13.

Marketing


Pearson may send or direct marketing communications to users, provided that

  • Pearson will not use personal information collected or processed as a K-12 school service provider for the purpose of directed or targeted advertising.
  • Such marketing is consistent with applicable law and Pearson's legal obligations.
  • Pearson will not knowingly direct or send marketing communications to an individual who has expressed a preference not to receive marketing.
  • Where required by applicable law, express or implied consent to marketing exists and has not been withdrawn.

Pearson may provide personal information to a third party service provider on a restricted basis to provide marketing solely on behalf of Pearson or an affiliate or customer for whom Pearson is a service provider. Marketing preferences may be changed at any time.

Correcting/Updating Personal Information


If a user's personally identifiable information changes (such as your postal address or email address), we provide a way to correct or update that user's personal data provided to us. This can be done on the Account page. If a user no longer desires our service and desires to delete his or her account, please contact us at customer-service@informit.com and we will process the deletion of a user's account.

Choice/Opt-out


Users can always make an informed choice as to whether they should proceed with certain services offered by InformIT. If you choose to remove yourself from our mailing list(s) simply visit the following page and uncheck any communication you no longer want to receive: www.informit.com/u.aspx.

Sale of Personal Information


Pearson does not rent or sell personal information in exchange for any payment of money.

While Pearson does not sell personal information, as defined in Nevada law, Nevada residents may email a request for no sale of their personal information to NevadaDesignatedRequest@pearson.com.

Supplemental Privacy Statement for California Residents


California residents should read our Supplemental privacy statement for California residents in conjunction with this Privacy Notice. The Supplemental privacy statement for California residents explains Pearson's commitment to comply with California law and applies to personal information of California residents collected in connection with this site and the Services.

Sharing and Disclosure


Pearson may disclose personal information, as follows:

  • As required by law.
  • With the consent of the individual (or their parent, if the individual is a minor)
  • In response to a subpoena, court order or legal process, to the extent permitted or required by law
  • To protect the security and safety of individuals, data, assets and systems, consistent with applicable law
  • In connection the sale, joint venture or other transfer of some or all of its company or assets, subject to the provisions of this Privacy Notice
  • To investigate or address actual or suspected fraud or other illegal activities
  • To exercise its legal rights, including enforcement of the Terms of Use for this site or another contract
  • To affiliated Pearson companies and other companies and organizations who perform work for Pearson and are obligated to protect the privacy of personal information consistent with this Privacy Notice
  • To a school, organization, company or government agency, where Pearson collects or processes the personal information in a school setting or on behalf of such organization, company or government agency.

Links


This web site contains links to other sites. Please be aware that we are not responsible for the privacy practices of such other sites. We encourage our users to be aware when they leave our site and to read the privacy statements of each and every web site that collects Personal Information. This privacy statement applies solely to information collected by this web site.

Requests and Contact


Please contact us about this Privacy Notice or if you have any requests or questions relating to the privacy of your personal information.

Changes to this Privacy Notice


We may revise this Privacy Notice through an updated posting. We will identify the effective date of the revision in the posting. Often, updates are made to provide greater clarity or to comply with changes in regulatory requirements. If the updates involve material changes to the collection, protection, use or disclosure of Personal Information, Pearson will provide notice of the change through a conspicuous notice on this site or other appropriate way. Continued use of the site after the effective date of a posted revision evidences acceptance. Please contact us if you have questions or concerns about the Privacy Notice or any objection to any revisions.

Last Update: November 17, 2020