Why DNA Is One of Humanity’s Greatest Inventions
By Michael White • October 24, 2014
(Photo: Renzo.luo/Shutterstock)
How we’ve co-opted our genetic material to change our world.
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Humans and their ancestors have been using tools for millions of years. We owe our prolific capacity for making tools to our DNA, and now we’ve reached the point were we’ve made DNA itself into a tool. We use DNA as a crucial research tool in the lab, we use it to engineer food crops and biofuel-producing microbes, we use it as a forensic tool and a medical diagnostic, and we use it to access our ancient history. We’ve even put DNA to uses that have nothing to do with biology whatsoever, as a nanomaterial with amazing chemical properties. Our genetic material is turning out to be one of our most useful high-tech tools.
It didn’t have to be this way. Before the 20th century, scientists didn’t expect the physical make-up of our genes to be something as simple, elegant, and useful as DNA. Darwin, for example, proposed that our genetic material was basically a chemical soup, made of different kinds of molecules that were secreted by each body part and gathered in the reproductive cells. Like the diffuse nebular gases that self-organize into solar systems, our genetic material was often thought to be a complex mix of ingredients that spontaneously organize themselves to direct the development of a new organism.
If this theory were true, the science of genetics—and our society—would now be very different. It would be much more difficult, if not impossible, to do many of the things we do with DNA, such as engineer microbes to make drugs or biofuels, or discover our relationship with Neanderthals. Paternity tests and viruses wouldn’t exist. Perhaps life wouldn’t exist either; in the 1930s and ’40s, physicists convincingly argued that a genetic chemical soup was thermodynamically impossible.
By that time, biologists were already well on their way to discovering what genes actually are: segments of giant molecules of DNA. Our genetic material turns out to be surprisingly similar to a text, with genes spelled out in a linear string of chemical letters. The analogy to a text isn’t perfect, but it’s remarkably good and partially explains why DNA is such a useful tool. The ability to represent genes as a text on our computers is a boon to biologists, who now analyze genomes with the same text-parsing algorithms that go into spam filters. One of the most basic tools of a molecular biology lab are enzymes that cut, copy, and paste DNA text; without these, much of the last 40 years of biological research would have been impossible. So would commercial genetic engineering, which, aside from its role in agriculture, is increasingly important for producing drugs and chemicals using processes that are more efficient and less environmentally damaging.
Because of DNA’s useful properties, “molecular biology” is not only a scientific discipline, but also a set of essential tools used by biologists of all sorts. By manipulating DNA, scientists tackle questions that have little to do with DNA’s biological role. They modify DNA to test hypotheses or to insert chemical sensors into an experimental organism, and they use DNA as a convenient way to read the outcome of an experiment. In my own work, I use DNA “barcodes,” short, easy-to-read sequences of DNA that tag the process I’m interested in. In paternity testing and forensics DNA is merely an identifier; its molecular function is irrelevant. That DNA is a tool with many different biological applications explains the enormous impact of the recent, dramatic improvements in technologies to read and synthesize DNA—DNA science dominates biology more than ever before.
We’ve now extended the uses of DNA beyond biology. DNA is not only life’s hackable source code; it’s a nanomaterial with very useful chemical properties. In particular, DNA is a programmable polymer that reliably folds into very small and fantastically intricate shapes. Engineering shapes from folded DNA is called, appropriately enough, DNA origami. Two key properties of DNA make this molecular origami possible: With its 4-letter chemical alphabet, the number of possible designs is huge. There are over a trillion variations of even a very short, 20-unit long DNA segment. And second, strands of DNA like to stick to each other in predictable ways, typically forming the iconic double helix.
Using DNA origami, engineers have built all sorts of miniature DNA widgets: motors, sensors, rulers, stencils, boxes, smiley faces, and “dolphin-shaped structures with flexible tails.”
These aren’t just demonstration pieces; DNA origami is key element of nanotechnology. In a paper published this month, researchers from MIT and Harvard’s Wyss Institute for Biologically Inspired Engineering describe how they built DNA “molds” to cast precisely shaped gold and silver nanoparticles. These nanoparticles are used in a variety of technologies, and they are typically etched using beams of electrons. But this process is slow and limited in its resolution. By building small molds out of strands of DNA and filling them with gold or silver particles, the researchers were able to cast nano-spheres, triangles, and cubes. They argue that their strategy “points to a new kind of manufacture framework: DNA-directed, digitally programmable fabrication of inorganic nanostructures and devices”—essentially 3-D printing on a nanometer level.
As a tool-using species, we’ve long been making tools out of whatever materials we can get our hands on. We’re lucky that we’ve got the DNA to build tools. We’re also lucky that DNA itself makes such a great tool.
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Showing posts with label Pacific Standard. Show all posts
Showing posts with label Pacific Standard. Show all posts
Friday, October 31, 2014
Michael White - Why DNA Is One of Humanity’s Greatest Inventions
From Pacific Standard, this is an interesting article on how humans are using DNA -- ours and other species' -- to change the world. One wonders if that is such a good thing considering how little we still know about how DNA functions.
Wednesday, October 29, 2014
We Are All Confident Idiots (via Pacific Standard)
Okay, before you get defensive, not ALL of us . . . but far too many to be comfortable. Whatever happened to saying I don't know, or I have no idea? These are perfectly acceptable answers . . . and they will keep you from looking like a fool on Jimmy Kimmel Live!
The most difficult misconceptions to dispel, of course, are those that reflect sacrosanct beliefs. And the truth is that often these notions can’t be changed. Calling a sacrosanct belief into question calls the entire self into question, and people will actively defend views they hold dear. This kind of threat to a core belief, however, can sometimes be alleviated by giving people the chance to shore up their identity elsewhere. Researchers have found that asking people to describe aspects of themselves that make them proud, or report on values they hold dear, can make any incoming threat seem, well, less threatening.
For example, in a study conducted by Geoffrey Cohen, David Sherman, and other colleagues, self-described American patriots were more receptive to the claims of a report critical of U.S. foreign policy if, beforehand, they wrote an essay about an important aspect of themselves, such as their creativity, sense of humor, or family, and explained why this aspect was particularly meaningful to them. In a second study, in which pro-choice college students negotiated over what federal abortion policy should look like, participants made more concessions to restrictions on abortion after writing similar self-affirmative essays.
Sometimes, too, researchers have found that sacrosanct beliefs themselves can be harnessed to persuade a subject to reconsider a set of facts with less prejudice. For example, conservatives tend not to endorse policies that preserve the environment as much as liberals do. But conservatives do care about issues that involve “purity” in thought, deed, and reality. Casting environmental protection as a chance to preserve the purity of the Earth causes conservatives to favor those policies much more, as research by Matthew Feinberg and Robb Willer of Stanford University suggests. In a similar vein, liberals can be persuaded to raise military spending if such a policy is linked to progressive values like fairness and equity beforehand—by, for instance, noting that the military offers recruits a way out of poverty, or that military promotion standards apply equally to all.
But here is the real challenge: How can we learn to recognize our own ignorance and misbeliefs? To begin with, imagine that you are part of a small group that needs to make a decision about some matter of importance. Behavioral scientists often recommend that small groups appoint someone to serve as a devil’s advocate—a person whose job is to question and criticize the group’s logic. While this approach can prolong group discussions, irritate the group, and be uncomfortable, the decisions that groups ultimately reach are usually more accurate and more solidly grounded than they otherwise would be.
For individuals, the trick is to be your own devil’s advocate: to think through how your favored conclusions might be misguided; to ask yourself how you might be wrong, or how things might turn out differently from what you expect. It helps to try practicing what the psychologist Charles Lord calls “considering the opposite.” To do this, I often imagine myself in a future in which I have turned out to be wrong in a decision, and then consider what the likeliest path was that led to my failure. And lastly: Seek advice. Other people may have their own misbeliefs, but a discussion can often be sufficient to rid a serious person of his or her most egregious misconceptions.
In an edition of “Lie Witness News” last January, Jimmy Kimmel’s cameras decamped to the streets of Los Angeles the day before President Barack Obama was scheduled to give his annual State of the Union address. Interviewees were asked about John Boehner’s nap during the speech and the moment at the end when Obama faked a heart attack. Reviews of the fictitious speech ranged from “awesome” to “powerful” to just “all right.” As usual, the producers had no trouble finding people who were willing to hold forth on events they couldn’t know anything about.
American comedians like Kimmel and Jay Leno have a long history of lampooning their countrymen’s ignorance, and American scolds have a long history of lamenting it. Every few years, for at least the past century, various groups of serious-minded citizens have conducted studies of civic literacy—asking members of the public about the nation’s history and governance—and held up the results as cause for grave concern over cultural decline and decay. In 1943, after a survey of 7,000 college freshmen found that only six percent could identify the original 13 colonies (with some believing that Abraham Lincoln, “our first president,” “emaciated the slaves”), the New York Times lamented the nation’s “appallingly ignorant” youth. In 2002, after a national test of fourth, eighth, and 12th graders produced similar results, the Weekly Standard pronounced America’s students “dumb as rocks.”
In 2008, the Intercollegiate Studies Institute surveyed 2,508 Americans and found that 20 percent of them think the electoral college “trains those aspiring for higher political office” or “was established to supervise the first televised presidential debates.” Alarms were again raised about the decline of civic literacy. Ironically, as Stanford historian Sam Wineburg has written, people who lament America’s worsening ignorance of its own history are themselves often blind to how many before them have made the exact same lament; a look back suggests not a falling off from some baseline of American greatness, but a fairly constant level of clumsiness with the facts.
The impulse to worry over all these flubbed answers does make a certain amount of sense given that the subject is civics. “The questions that stumped so many students,” lamented Secretary of Education Rod Paige after a 2001 test, “involve the most fundamental concepts of our democracy, our growth as a nation, and our role in the world.” One implicit, shame-faced question seems to be: What would the Founding Fathers think of these benighted descendants?
But I believe we already know what the Founding Fathers would think. As good citizens of the Enlightenment, they valued recognizing the limits of one’s knowledge at least as much as they valued retaining a bunch of facts. Thomas Jefferson, lamenting the quality of political journalism in his day, once observed that a person who avoided newspapers would be better informed than a daily reader, in that someone “who knows nothing is closer to the truth than he whose mind is filled with falsehoods and errors.” Benjamin Franklin wrote that “a learned blockhead is a greater blockhead than an ignorant one.” Another quote sometimes attributed to Franklin has it that “the doorstep to the temple of wisdom is a knowledge of our own ignorance.”
The built-in features of our brains, and the life experiences we accumulate, do in fact fill our heads with immense knowledge; what they do not confer is insight into the dimensions of our ignorance. As such, wisdom may not involve facts and formulas so much as the ability to recognize when a limit has been reached. Stumbling through all our cognitive clutter just to recognize a true “I don’t know” may not constitute failure as much as it does an enviable success, a crucial signpost that shows us we are traveling in the right direction toward the truth.
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Then, of course, there is the problem of rampant misinformation in places that, unlike classrooms, are hard to control—like the Internet and news media. In these Wild West settings, it’s best not to repeat common misbeliefs at all. Telling people that Barack Obama is not a Muslim fails to change many people’s minds, because they frequently remember everything that was said—except for the crucial qualifier “not.” Rather, to successfully eradicate a misbelief requires not only removing the misbelief, but filling the void left behind (“Obama was baptized in 1988 as a member of the United Church of Christ”). If repeating the misbelief is absolutely necessary, researchers have found it helps to provide clear and repeated warnings that the misbelief is false. I repeat, false.We Are All Confident Idiots
By David Dunning • October 27, 2014Photos by Gregg Segal
The trouble with ignorance is that it feels so much like expertise. A leading researcher on the psychology of human wrongness sets us straight.•Last March, during the enormous South by Southwest music festival in Austin, Texas, the late-night talk show Jimmy Kimmel Live! sent a camera crew out into the streets to catch hipsters bluffing. “People who go to music festivals pride themselves on knowing who the next acts are,” Kimmel said to his studio audience, “even if they don’t actually know who the new acts are.” So the host had his crew ask festival-goers for their thoughts about bands that don’t exist.
“The big buzz on the street,” said one of Kimmel’s interviewers to a man wearing thick-framed glasses and a whimsical T-shirt, “is Contact Dermatitis. Do you think he has what it takes to really make it to the big time?”
“Absolutely,” came the dazed fan’s reply.
The prank was an installment of Kimmel’s recurring “Lie Witness News” feature, which involves asking pedestrians a variety of questions with false premises. In another episode, Kimmel’s crew asked people on Hollywood Boulevard whether they thought the 2014 film Godzilla was insensitive to survivors of the 1954 giant lizard attack on Tokyo; in a third, they asked whether Bill Clinton gets enough credit for ending the Korean War, and whether his appearance as a judge on America’s Got Talent would damage his legacy. “No,” said one woman to this last question. “It will make him even more popular.”
One can’t help but feel for the people who fall into Kimmel’s trap. Some appear willing to say just about anything on camera to hide their cluelessness about the subject at hand (which, of course, has the opposite effect). Others seem eager to please, not wanting to let the interviewer down by giving the most boringly appropriate response: I don’t know. But for some of these interviewees, the trap may be an even deeper one. The most confident-sounding respondents often seem to think they do have some clue—as if there is some fact, some memory, or some intuition that assures them their answer is reasonable.
At one point during South by Southwest, Kimmel’s crew approached a poised young woman with brown hair. “What have you heard about Tonya and the Hardings?” the interviewer asked. “Have you heard they’re kind of hard-hitting?” Failing to pick up on this verbal wink, the woman launched into an elaborate response about the fictitious band. “Yeah, a lot of men have been talking about them, saying they’re really impressed,” she replied. “They’re usually not fans of female groups, but they’re really making a statement.” From some mental gossamer, she was able to spin an authoritative review of Tonya and the Hardings incorporating certain detailed facts: that they’re real; that they’re female (never mind that, say, Marilyn Manson and Alice Cooper aren’t); and that they’re a tough, boundary-breaking group.
To be sure, Kimmel’s producers must cherry-pick the most laughable interviews to put the air. But late-night TV is not the only place where one can catch people extemporizing on topics they know nothing about. In the more solemn confines of a research lab at Cornell University, the psychologists Stav Atir, Emily Rosenzweig, and I carry out ongoing research that amounts to a carefully controlled, less flamboyant version of Jimmy Kimmel’s bit. In our work, we ask survey respondents if they are familiar with certain technical concepts from physics, biology, politics, and geography. A fair number claim familiarity with genuine terms like centripetal force and photon. But interestingly, they also claim some familiarity with concepts that are entirely made up, such as the plates of parallax, ultra-lipid, and cholarine. In one study, roughly 90 percent claimed some knowledge of at least one of the nine fictitious concepts we asked them about. In fact, the more well versed respondents considered themselves in a general topic, the more familiarity they claimed with the meaningless terms associated with it in the survey.
It’s odd to see people who claim political expertise assert their knowledge of both Susan Rice (the national security adviser to President Barack Obama) and Michael Merrington (a pleasant-sounding string of syllables). But it’s not that surprising. For more than 20 years, I have researched people’s understanding of their own expertise—formally known as the study of metacognition, the processes by which human beings evaluate and regulate their knowledge, reasoning, and learning—and the results have been consistently sobering, occasionally comical, and never dull.
The American author and aphorist William Feather once wrote that being educated means “being able to differentiate between what you know and what you don’t.” As it turns out, this simple ideal is extremely hard to achieve. Although what we know is often perceptible to us, even the broad outlines of what we don’t know are all too often completely invisible. To a great degree, we fail to recognize the frequency and scope of our ignorance.
In 1999, in the Journal of Personality and Social Psychology, my then graduate student Justin Kruger and I published a paper that documented how, in many areas of life, incompetent people do not recognize—scratch that, cannot recognize—just how incompetent they are, a phenomenon that has come to be known as the Dunning-Kruger effect. Logic itself almost demands this lack of self-insight: For poor performers to recognize their ineptitude would require them to possess the very expertise they lack. To know how skilled or unskilled you are at using the rules of grammar, for instance, you must have a good working knowledge of those rules, an impossibility among the incompetent. Poor performers—and we are all poor performers at some things—fail to see the flaws in their thinking or the answers they lack.
What’s curious is that, in many cases, incompetence does not leave people disoriented, perplexed, or cautious. Instead, the incompetent are often blessed with an inappropriate confidence, buoyed by something that feels to them like knowledge.
This isn’t just an armchair theory. A whole battery of studies conducted by myself and others have confirmed that people who don’t know much about a given set of cognitive, technical, or social skills tend to grossly overestimate their prowess and performance, whether it’s grammar, emotional intelligence, logical reasoning, firearm care and safety, debating, or financial knowledge. College students who hand in exams that will earn them Ds and Fs tend to think their efforts will be worthy of far higher grades; low-performing chess players, bridge players, and medical students, and elderly people applying for a renewed driver’s license, similarly overestimate their competence by a long shot.
Occasionally, one can even see this tendency at work in the broad movements of history. Among its many causes, the 2008 financial meltdown was precipitated by the collapse of an epic housing bubble stoked by the machinations of financiers and the ignorance of consumers. And recent research suggests that many Americans’ financial ignorance is of the inappropriately confident variety. In 2012, the National Financial Capability Study, conducted by the Financial Industry Regulatory Authority (with the U.S. Treasury), asked roughly 25,000 respondents to rate their own financial knowledge, and then went on to measure their actual financial literacy.
The roughly 800 respondents who said they had filed bankruptcy within the previous two years performed fairly dismally on the test—in the 37th percentile, on average. But they rated their overall financial knowledge more, not less, positively than other respondents did. The difference was slight, but it was beyond a statistical doubt: 23 percent of the recently bankrupted respondents gave themselves the highest possible self-rating; among the rest, only 13 percent did so. Why the self-confidence? Like Jimmy Kimmel’s victims, bankrupted respondents were particularly allergic to saying “I don’t know.” Pointedly, when getting a question wrong, they were 67 percent more likely to endorse a falsehood than their peers were. Thus, with a head full of “knowledge,” they considered their financial literacy to be just fine.
Because it’s so easy to judge the idiocy of others, it may be sorely tempting to think this doesn’t apply to you. But the problem of unrecognized ignorance is one that visits us all. And over the years, I’ve become convinced of one key, overarching fact about the ignorant mind. One should not think of it as uninformed. Rather, one should think of it as misinformed.
An ignorant mind is precisely not a spotless, empty vessel, but one that’s filled with the clutter of irrelevant or misleading life experiences, theories, facts, intuitions, strategies, algorithms, heuristics, metaphors, and hunches that regrettably have the look and feel of useful and accurate knowledge. This clutter is an unfortunate by-product of one of our greatest strengths as a species. We are unbridled pattern recognizers and profligate theorizers. Often, our theories are good enough to get us through the day, or at least to an age when we can procreate. But our genius for creative storytelling, combined with our inability to detect our own ignorance, can sometimes lead to situations that are embarrassing, unfortunate, or downright dangerous—especially in a technologically advanced, complex democratic society that occasionally invests mistaken popular beliefs with immense destructive power (See: crisis, financial; war, Iraq). As the humorist Josh Billings once put it, “It ain’t what you don’t know that gets you into trouble. It’s what you know for sure that just ain’t so.” (Ironically, one thing many people “know” about this quote is that it was first uttered by Mark Twain or Will Rogers—which just ain’t so.)
Because of the way we are built, and because of the way we learn from our environment, we are all engines of misbelief. And the better we understand how our wonderful yet kludge-ridden, Rube Goldberg engine works, the better we—as individuals and as a society—can harness it to navigate toward a more objective understanding of the truth.
BORN WRONG
Some of our deepest intuitions about the world go all the way back to our cradles. Before their second birthday, babies know that two solid objects cannot co-exist in the same space. They know that objects continue to exist when out of sight, and fall if left unsupported. They know that people can get up and move around as autonomous beings, but that the computer sitting on the desk cannot. But not all of our earliest intuitions are so sound.
Very young children also carry misbeliefs that they will harbor, to some degree, for the rest of their lives. Their thinking, for example, is marked by a strong tendency to falsely ascribe intentions, functions, and purposes to organisms. In a child’s mind, the most important biological aspect of a living thing is the role it plays in the realm of all life. Asked why tigers exist, children will emphasize that they were “made for being in a zoo.” Asked why trees produce oxygen, children say they do so to allow animals to breathe.
Any conventional biology or natural science education will attempt to curb this propensity for purpose-driven reasoning. But it never really leaves us. Adults with little formal education show a similar bias. And, when rushed, even professional scientists start making purpose-driven mistakes. The Boston University psychologist Deborah Kelemen and some colleagues demonstrated this in a study that involved asking 80 scientists—people with university jobs in geoscience, chemistry, and physics—to evaluate 100 different statements about “why things happen” in the natural world as true or false. Sprinkled among the explanations were false purpose-driven ones, such as “Moss forms around rocks in order to stop soil erosion” and “The Earth has an ozone layer in order to protect it from UV light.” Study participants were allowed either to work through the task at their own speed, or given only 3.2 seconds to respond to each item. Rushing the scientists caused them to double their endorsements of false purpose-driven explanations, from 15 to 29 percent.
This purpose-driven misconception wreaks particular havoc on attempts to teach one of the most important concepts in modern science: evolutionary theory. Even laypeople who endorse the theory often believe a false version of it. They ascribe a level of agency and organization to evolution that is just not there. If you ask many laypeople their understanding of why, say, cheetahs can run so fast, they will explain it’s because the cats surmised, almost as a group, that they could catch more prey if they could just run faster, and so they acquired the attribute and passed it along to their cubs. Evolution, in this view, is essentially a game of species-level strategy.
This idea of evolution misses the essential role played by individual differences and competition between members of a species in response to environmental pressures: Individual cheetahs who can run faster catch more prey, live longer, and reproduce more successfully; slower cheetahs lose out, and die out—leaving the species to drift toward becoming faster overall. Evolution is the result of random differences and natural selection, not agency or choice.
But belief in the “agency” model of evolution is hard to beat back. While educating people about evolution can indeed lead them from being uninformed to being well informed, in some stubborn instances it also moves them into the confidently misinformed category. In 2014, Tony Yates and Edmund Marek published a study that tracked the effect of high school biology classes on 536 Oklahoma high school students’ understanding of evolutionary theory. The students were rigorously quizzed on their knowledge of evolution before taking introductory biology, and then again just afterward. Not surprisingly, the students’ confidence in their knowledge of evolutionary theory shot up after instruction, and they endorsed a greater number of accurate statements. So far, so good.
The trouble is that the number of misconceptions the group endorsed also shot up. For example, instruction caused the percentage of students strongly agreeing with the true statement “Evolution cannot cause an organism’s traits to change during its lifetime” to rise from 17 to 20 percent—but it also caused those strongly disagreeing to rise from 16 to 19 percent. In response to the likewise true statement “Variation among individuals is important for evolution to occur,” exposure to instruction produced an increase in strong agreement from 11 to 22 percent, but strong disagreement also rose from nine to 12 percent. Tellingly, the only response that uniformly went down after instruction was “I don’t know.”
And it’s not just evolution that bedevils students. Again and again, research has found that conventional educational practices largely fail to eradicate a number of our cradle-born misbeliefs. Education fails to correct people who believe that vision is made possible only because the eye emits some energy or substance into the environment. It fails to correct common intuitions about the trajectory of falling objects. And it fails to disabuse students of the idea that light and heat act under the same laws as material substances. What education often does appear to do, however, is imbue us with confidence in the errors we retain.
MISAPPLIED RULES
Imagine that the illustration below represents a curved tube lying horizontally on a table:
In a study of intuitive physics in 2013, Elanor Williams, Justin Kruger, and I presented people with several variations on this curved-tube image and asked them to identify the trajectory a ball would take (marked A, B, or C in the illustration) after it had traveled through each. Some people got perfect scores, and seemed to know it, being quite confident in their answers. Some people did a bit less well—and, again, seemed to know it, as their confidence was much more muted.
But something curious started happening as we began to look at the people who did extremely badly on our little quiz. By now, you may be able to predict it: These people expressed more, not less, confidence in their performance. In fact, people who got none of the items right often expressed confidence that matched that of the top performers. Indeed, this study produced the most dramatic example of the Dunning-Kruger effect we had ever seen: When looking only at the confidence of people getting 100 percent versus zero percent right, it was often impossible to tell who was in which group.
Why? Because both groups “knew something.” They knew there was a rigorous, consistent rule that a person should follow to predict the balls’ trajectories. One group knew the right Newtonian principle: that the ball would continue in the direction it was going the instant it left the tube—Path B. Freed of the tube’s constraint, it would just go straight.
People who got every item wrong typically answered that the ball would follow Path A. Essentially, their rule was that the tube would impart some curving impetus to the trajectory of the ball, which it would continue to follow upon its exit. This answer is demonstrably incorrect—but a plurality of people endorse it.
These people are in good company. In 1500 A.D., Path A would have been the accepted answer among sophisticates with an interest in physics. Both Leonardo da Vinci and French philosopher Jean Buridan endorsed it. And it does make some sense. A theory of curved impetus would explain common, everyday puzzles, such as why wheels continue to rotate even after someone stops pushing the cart, or why the planets continue their tight and regular orbits around the sun. With those problems “explained,” it’s an easy step to transfer this explanation to other problems like those involving tubes.
What this study illustrates is another general way—in addition to our cradle-born errors—in which humans frequently generate misbeliefs: We import knowledge from appropriate settings into ones where it is inappropriate.
Here’s another example: According to Pauline Kim, a professor at Washington University Law School, people tend to make inferences about the law based on what they know about more informal social norms. This frequently leads them to misunderstand their rights—and in areas like employment law, to wildly overestimate them. In 1997, Kim presented roughly 300 residents of Buffalo, New York, with a series of morally abhorrent workplace scenarios—for example, an employee is fired for reporting that a co-worker has been stealing from the company—that were nonetheless legal under the state’s “at-will” employment regime. Eighty to 90 percent of the Buffalonians incorrectly identified each of these distasteful scenarios as illegal, revealing how little they understood about how much freedom employers actually enjoy to fire employees. (Why does this matter? Legal scholars had long defended “at-will” employment rules on the grounds that employees consent to them in droves without seeking better terms of employment. What Kim showed was that employees seldom understand what they’re consenting to.)
Doctors, too, are quite familiar with the problem of inappropriately transferred knowledge in their dealings with patients. Often, it’s not the medical condition itself that a physician needs to defeat as much as patient misconceptions that protect it. Elderly patients, for example, frequently refuse to follow a doctor’s advice to exercise to alleviate pain—one of the most effective strategies available—because the physical soreness and discomfort they feel when they exercise is something they associate with injury and deterioration. Research by the behavioral economist Sendhil Mullainathan has found that mothers in India often withhold water from infants with diarrhea because they mistakenly conceive of their children as leaky buckets—rather than as increasingly dehydrated creatures in desperate need of water.
MOTIVATED REASONING
Some of our most stubborn misbeliefs arise not from primitive childlike intuitions or careless category errors, but from the very values and philosophies that define who we are as individuals. Each of us possesses certain foundational beliefs—narratives about the self, ideas about the social order—that essentially cannot be violated: To contradict them would call into question our very self-worth. As such, these views demand fealty from other opinions. And any information that we glean from the world is amended, distorted, diminished, or forgotten in order to make sure that these sacrosanct beliefs remain whole and unharmed.
One very commonly held sacrosanct belief, for example, goes something like this: I am a capable, good, and caring person. Any information that contradicts this premise is liable to meet serious mental resistance. Political and ideological beliefs, too, often cross over into the realm of the sacrosanct. The anthropological theory of cultural cognition suggests that people everywhere tend to sort ideologically into cultural worldviews diverging along a couple of axes: They are either individualist (favoring autonomy, freedom, and self-reliance) or communitarian (giving more weight to benefits and costs borne by the entire community); and they are either hierarchist (favoring the distribution of social duties and resources along a fixed ranking of status) or egalitarian (dismissing the very idea of ranking people according to status). According to the theory of cultural cognition, humans process information in a way that not only reflects these organizing principles, but also reinforces them. These ideological anchor points can have a profound and wide-ranging impact on what people believe, and even on what they “know” to be true.
It is perhaps not so surprising to hear that facts, logic, and knowledge can be bent to accord with a person’s subjective worldview; after all, we accuse our political opponents of this kind of “motivated reasoning” all the time. But the extent of this bending can be remarkable. In ongoing work with the political scientist Peter Enns, my lab has found that a person’s politics can warp other sets of logical or factual beliefs so much that they come into direct contradiction with one another. In a survey of roughly 500 Americans conducted in late 2010, we found that over a quarter of liberals (but only six percent of conservatives) endorsed both the statement “President Obama’s policies have already created a strong revival in the economy” and “Statutes and regulations enacted by the previous Republican presidential administration have made a strong economic recovery impossible.” Both statements are pleasing to the liberal eye and honor a liberal ideology, but how can Obama have already created a strong recovery that Republican policies have rendered impossible? Among conservatives, 27 percent (relative to just 10 percent of liberals) agreed both that “President Obama’s rhetorical skills are elegant but are insufficient to influence major international issues” and that “President Obama has not done enough to use his rhetorical skills to effect regime change in Iraq.” But if Obama’s skills are insufficient, why should he be criticized for not using them to influence the Iraqi government?
Sacrosanct ideological commitments can also drive us to develop quick, intense opinions on topics we know virtually nothing about—topics that, on their face, have nothing to do with ideology. Consider the emerging field of nanotechnology. Nanotech, loosely defined, involves the fabrication of products at the atomic or molecular level that have applications in medicine, energy production, biomaterials, and electronics. Like pretty much any new technology, nanotech carries the promise of great benefit (antibacterial food containers!) and the risk of serious downsides (nano-surveillance technology!).
In 2006, Daniel Kahan, a professor at Yale Law School, performed a study together with some colleagues on public perceptions of nanotechnology. They found, as other surveys had before, that most people knew little to nothing about the field. They also found that ignorance didn’t stop people from opining about whether nanotechnology’s risks outweighed its benefits.
When Kahan surveyed uninformed respondents, their opinions were all over the map. But when he gave another group of respondents a very brief, meticulously balanced description of the promises and perils of nanotech, the remarkable gravitational pull of deeply held sacrosanct beliefs became apparent. With just two paragraphs of scant (though accurate) information to go on, people’s views of nanotechnology split markedly—and aligned with their overall worldviews. Hierarchics/individualists found themselves viewing nanotechnology more favorably. Egalitarians/collectivists took the opposite stance, insisting that nanotechnology has more potential for harm than good.
Why would this be so? Because of underlying beliefs. Hierarchists, who are favorably disposed to people in authority, may respect industry and scientific leaders who trumpet the unproven promise of nanotechnology. Egalitarians, on the other hand, may fear that the new technology could present an advantage that conveys to only a few people. And collectivists might worry that nanotechnology firms will pay insufficient heed to their industry’s effects on the environment and public health. Kahan’s conclusion: If two paragraphs of text are enough to send people on a glide path to polarization, simply giving members of the public more information probably won’t help them arrive at a shared, neutral understanding of the facts; it will just reinforce their biased views.
One might think that opinions about an esoteric technology would be hard to come by. Surely, to know whether nanotech is a boon to humankind or a step toward doomsday would require some sort of knowledge about materials science, engineering, industry structure, regulatory issues, organic chemistry, surface science, semiconductor physics, microfabrication, and molecular biology. Every day, however, people rely on the cognitive clutter in their minds—whether it’s an ideological reflex, a misapplied theory, or a cradle-born intuition—to answer technical, political, and social questions they have little or no direct expertise in. We are never all that far from Tonya and the Hardings.
SEEING THROUGH THE CLUTTER
Unfortunately for all of us, policies and decisions that are founded on ignorance have a strong tendency, sooner or later, to blow up in one’s face. So how can policymakers, teachers, and the rest of us cut through all the counterfeit knowledge—our own and our neighbors’—that stands in the way of our ability to make truly informed judgments?
The way we traditionally conceive of ignorance—as an absence of knowledge—leads us to think of education as its natural antidote. But education, even when done skillfully, can produce illusory confidence. Here’s a particularly frightful example: Driver’s education courses, particularly those aimed at handling emergency maneuvers, tend to increase, rather than decrease, accident rates. They do so because training people to handle, say, snow and ice leaves them with the lasting impression that they’re permanent experts on the subject. In fact, their skills usually erode rapidly after they leave the course. And so, months or even decades later, they have confidence but little leftover competence when their wheels begin to spin.
In cases like this, the most enlightened approach, as proposed by Swedish researcher Nils Petter Gregersen, may be to avoid teaching such skills at all. Instead of training drivers how to negotiate icy conditions, Gregersen suggests, perhaps classes should just convey their inherent danger—they should scare inexperienced students away from driving in winter conditions in the first place, and leave it at that.
But, of course, guarding people from their own ignorance by sheltering them from the risks of life is seldom an option. Actually getting people to part with their misbeliefs is a far trickier, far more important task. Luckily, a science is emerging, led by such scholars as Stephan Lewandowsky at the University of Bristol and Ullrich Ecker of the University of Western Australia, that could help.
In the classroom, some of best techniques for disarming misconceptions are essentially variations on the Socratic method. To eliminate the most common misbeliefs, the instructor can open a lesson with them—and then show students the explanatory gaps those misbeliefs leave yawning or the implausible conclusions they lead to. For example, an instructor might start a discussion of evolution by laying out the purpose-driven evolutionary fallacy, prompting the class to question it. (How do species just magically know what advantages they should develop to confer to their offspring? How do they manage to decide to work as a group?) Such an approach can make the correct theory more memorable when it’s unveiled, and can prompt general improvements in analytical skills.
The most difficult misconceptions to dispel, of course, are those that reflect sacrosanct beliefs. And the truth is that often these notions can’t be changed. Calling a sacrosanct belief into question calls the entire self into question, and people will actively defend views they hold dear. This kind of threat to a core belief, however, can sometimes be alleviated by giving people the chance to shore up their identity elsewhere. Researchers have found that asking people to describe aspects of themselves that make them proud, or report on values they hold dear, can make any incoming threat seem, well, less threatening.
For example, in a study conducted by Geoffrey Cohen, David Sherman, and other colleagues, self-described American patriots were more receptive to the claims of a report critical of U.S. foreign policy if, beforehand, they wrote an essay about an important aspect of themselves, such as their creativity, sense of humor, or family, and explained why this aspect was particularly meaningful to them. In a second study, in which pro-choice college students negotiated over what federal abortion policy should look like, participants made more concessions to restrictions on abortion after writing similar self-affirmative essays.
Sometimes, too, researchers have found that sacrosanct beliefs themselves can be harnessed to persuade a subject to reconsider a set of facts with less prejudice. For example, conservatives tend not to endorse policies that preserve the environment as much as liberals do. But conservatives do care about issues that involve “purity” in thought, deed, and reality. Casting environmental protection as a chance to preserve the purity of the Earth causes conservatives to favor those policies much more, as research by Matthew Feinberg and Robb Willer of Stanford University suggests. In a similar vein, liberals can be persuaded to raise military spending if such a policy is linked to progressive values like fairness and equity beforehand—by, for instance, noting that the military offers recruits a way out of poverty, or that military promotion standards apply equally to all.
But here is the real challenge: How can we learn to recognize our own ignorance and misbeliefs? To begin with, imagine that you are part of a small group that needs to make a decision about some matter of importance. Behavioral scientists often recommend that small groups appoint someone to serve as a devil’s advocate—a person whose job is to question and criticize the group’s logic. While this approach can prolong group discussions, irritate the group, and be uncomfortable, the decisions that groups ultimately reach are usually more accurate and more solidly grounded than they otherwise would be.
For individuals, the trick is to be your own devil’s advocate: to think through how your favored conclusions might be misguided; to ask yourself how you might be wrong, or how things might turn out differently from what you expect. It helps to try practicing what the psychologist Charles Lord calls “considering the opposite.” To do this, I often imagine myself in a future in which I have turned out to be wrong in a decision, and then consider what the likeliest path was that led to my failure. And lastly: Seek advice. Other people may have their own misbeliefs, but a discussion can often be sufficient to rid a serious person of his or her most egregious misconceptions.
CIVICS FOR ENLIGHTENED DUMMIES
In an edition of “Lie Witness News” last January, Jimmy Kimmel’s cameras decamped to the streets of Los Angeles the day before President Barack Obama was scheduled to give his annual State of the Union address. Interviewees were asked about John Boehner’s nap during the speech and the moment at the end when Obama faked a heart attack. Reviews of the fictitious speech ranged from “awesome” to “powerful” to just “all right.” As usual, the producers had no trouble finding people who were willing to hold forth on events they couldn’t know anything about.
American comedians like Kimmel and Jay Leno have a long history of lampooning their countrymen’s ignorance, and American scolds have a long history of lamenting it. Every few years, for at least the past century, various groups of serious-minded citizens have conducted studies of civic literacy—asking members of the public about the nation’s history and governance—and held up the results as cause for grave concern over cultural decline and decay. In 1943, after a survey of 7,000 college freshmen found that only six percent could identify the original 13 colonies (with some believing that Abraham Lincoln, “our first president,” “emaciated the slaves”), the New York Times lamented the nation’s “appallingly ignorant” youth. In 2002, after a national test of fourth, eighth, and 12th graders produced similar results, the Weekly Standard pronounced America’s students “dumb as rocks.”
In 2008, the Intercollegiate Studies Institute surveyed 2,508 Americans and found that 20 percent of them think the electoral college “trains those aspiring for higher political office” or “was established to supervise the first televised presidential debates.” Alarms were again raised about the decline of civic literacy. Ironically, as Stanford historian Sam Wineburg has written, people who lament America’s worsening ignorance of its own history are themselves often blind to how many before them have made the exact same lament; a look back suggests not a falling off from some baseline of American greatness, but a fairly constant level of clumsiness with the facts.
The impulse to worry over all these flubbed answers does make a certain amount of sense given that the subject is civics. “The questions that stumped so many students,” lamented Secretary of Education Rod Paige after a 2001 test, “involve the most fundamental concepts of our democracy, our growth as a nation, and our role in the world.” One implicit, shame-faced question seems to be: What would the Founding Fathers think of these benighted descendants?
But I believe we already know what the Founding Fathers would think. As good citizens of the Enlightenment, they valued recognizing the limits of one’s knowledge at least as much as they valued retaining a bunch of facts. Thomas Jefferson, lamenting the quality of political journalism in his day, once observed that a person who avoided newspapers would be better informed than a daily reader, in that someone “who knows nothing is closer to the truth than he whose mind is filled with falsehoods and errors.” Benjamin Franklin wrote that “a learned blockhead is a greater blockhead than an ignorant one.” Another quote sometimes attributed to Franklin has it that “the doorstep to the temple of wisdom is a knowledge of our own ignorance.”
The built-in features of our brains, and the life experiences we accumulate, do in fact fill our heads with immense knowledge; what they do not confer is insight into the dimensions of our ignorance. As such, wisdom may not involve facts and formulas so much as the ability to recognize when a limit has been reached. Stumbling through all our cognitive clutter just to recognize a true “I don’t know” may not constitute failure as much as it does an enviable success, a crucial signpost that shows us we are traveling in the right direction toward the truth.
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David Dunning is a professor of psychology at Cornell University. He holds a Ph.D. from Stanford University and a B.A. from Michigan State University, both in psychology.
Tuesday, October 14, 2014
The Giant Mutations in the Human Genome
Via Pacific Standard.
Biology has provided us with a lot of "quality control machinery" in the cell, most of which is dedicated to making accurate copies of our DNA. Still, our genomes are remarkably unstable. Mistakes are made, and some of them are enormous. "Entire paragraphs and pages of our genetic text get duplicated or deleted. These large mutations are called “copy number variants” or CNVs, and they add or subtract copies of genes."
"Finding these mutations is only the beginning. Understanding why they cause particular effects is the next challenge."
Biology has provided us with a lot of "quality control machinery" in the cell, most of which is dedicated to making accurate copies of our DNA. Still, our genomes are remarkably unstable. Mistakes are made, and some of them are enormous. "Entire paragraphs and pages of our genetic text get duplicated or deleted. These large mutations are called “copy number variants” or CNVs, and they add or subtract copies of genes."
"Finding these mutations is only the beginning. Understanding why they cause particular effects is the next challenge."
The Giant Mutations in the Human Genome
By Michael White • October 10, 2014
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(Photo: hakandogu/Shutterstock)
Our genomes are a mess—and we’re only beginning to understand the societal costs behind such genetic uncertainty.
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Intellectual disability and developmental delay disorders are surprisingly common, but they’re frustratingly mysterious and hard to categorize. Patients often show a baffling mix of symptoms that are sometimes subtle and sometimes severe. Why are developmental disorders so confusing?
It turns out that there is a class of giant DNA mutations that share features of developmental disorders: They are surprisingly common, frustratingly diverse, and hard to categorize. Researchers are now discovering that these mutations play a big role in developmental delay disorders. The baffling symptoms are a consequence of the underlying genetic turmoil.
Despite the tremendous amount of quality control machinery in the cell devoted to making accurate copies of our DNA, our genomes are surprisingly unstable. Mistakes are made, and not just small typos: Entire paragraphs and pages of our genetic text get duplicated or deleted. These large mutations are called “copy number variants” or CNVs, and they add or subtract copies of genes.
Finding these mutations is only the beginning. Understanding why they cause particular effects is the next challenge.
Over the past decade, scientists have discovered CNVs to be shockingly common. One study found that we each carry, on average, about 1,000 CNVs, affecting roughly three percent of our genes. Different individuals have different CNVs, and so across the entire human population, much of the human genome is affected by these radical alterations.
It’s hard to know what impact all of this has on our health. We’re all walking around with these mutations, and most of us are just fine. In fact, many CNVs have existed in the human population for a long time and are broadly shared; many are relatively benign. But other CNV mutations are very rare, or even unique, and researchers are discovering that these giant mutations have a big medical impact. In fact, as one researcher recently put it, the ability to find CNV mutations was “the most substantial clinical benefit to come directly from the Human Genome Project in the first decade of the twenty-first century.”
Why? Because large DNA deletions or duplications explain many cases of developmental delay disorders. The most famous case is Down syndrome, which is caused by an entire extra chromosome. But there are many others disorders turn out to be due, in part, to CNVs, including autism spectrum disorders; more obscure ones like Angelman, DiGeorge, and Williams syndromes; as well as other uncategorized disorders. All together, intellectual disability and developmental delay affect about three percent of children. These disorders are costly to society and a huge challenge to the children and their families. Adding to the parents’ frustration is that they’re often unexplained: Doctors can’t always say what caused them, whether they’re likely to recur in siblings, or even how to treat them.
THAT IS NOW CHANGING. Researchers have begun to discover how these confusingly diverse, frustratingly subtle, and surprisingly common disorders are often caused by CNV mutations that are themselves confusingly diverse, frustratingly subtle in their effects, and surprisingly common in the population.
One team of researchers, led by Evan Eichler at the University of Washington, has been building a CNV “morbidity map” of developmental delay disorders. In a 2011 study, Eichler and his colleagues looked for rare, very large CNV mutations in nearly 16,000 children with developmental delay disorders and in 8,300 healthy subjects. While mutations certainly occurred in the healthy subjects—11 percent of them had relatively large mutations in their DNA—they were much more common in the children with developmental delay. The very largest mutations were almost 50 times more likely to occur in children with developmental delay than in the control subjects.
Finding these mutations is only the beginning. Understanding why they cause particular effects is the next challenge. Because these mutations are so varied, and because they often affect multiple genes at once, it can be hard to figure out exactly what went wrong. To get at this question, Eichler and his colleagues completed an even larger study that included nearly 30,000 children with developmental delay. With so many patients, the researchers were able to find patterns among the mutations and symptoms that at first seemed to have little to do with each other.
For example, the researchers found a group of patients whose various mutations had one thing in common: They damaged a gene called ZMYND11. Ordinarily, these patients wouldn’t be diagnosed with the same disorder: Some had severe intellectual disability, while others showed normal intelligence. But they all had some symptoms in common, including subtle facial deformities, delayed speech, and behavioral difficulties. The authors noted that one of the male patients had been very hard to categorize. He was diagnosed with “borderline personality disorder, bipolar disorder, psychosis, depression, low frustration tolerance leading to aggression and ADHD.” The genetic results show the underlying cause, and by relating his symptoms with other patients who carry ZMYBD11 mutations, they give his physicians a chance to find better ways to treat him.
As geneticists dig into the seismic disruptions caused by CNVs, the confusing landscape of developmental disorders will begin to make more sense. But as one researcher wrote in a comment on Eichler’s study, as we learn more about these common mutations, we’ll find that many people lie in a gray area. They’ll carry mutations “for which the majority of carriers do not meet the criteria for any medical diagnosis or disability,” but which clearly cause problems in some people. This will be a challenge to society: “On the one hand, huge numbers of people might be stigmatized.” But this might also allow us to help people: “On the other hand, these CNVs might be contributing substantially to societal disability and disparity, and affected individuals might be precisely the group that could benefit from early supportive intervention.” Of course, this problem isn’t unique to CNVs—it’s the ever-present dilemma we continue to face as we learn to better understand human genetics.
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Michael White is a systems biologist at the Department of Genetics and the Center for Genome Sciences and Systems Biology at the Washington University School of Medicine in St. Louis, where he studies how DNA encodes information for gene regulation. He co-founded the online science pub The Finch and Pea. Follow him on Twitter @genologos.
More From Michael White
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- Sonic Hedgehog, DICER, and the Problem With Naming Genes
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We Now Can Edit Our Genes, but Should We?
Mysterious Resting State Networks Might Be What Allow Different Brain Therapies to Work
From Pacific Standard, this is a brief review of new research around the efficacy of deep brain stimulation and transcranial magnetic stimulation for the treatment of various types of psychological distress (depression, bipolar, and so on). Their results suggest that brain networks
might be used to understand why brain stimulation works and to improve this form of
therapy by identifying the best places to stimulate the brain.
First up is the summary from PS, followed by the full abstract (article is paywalled).
First up is the summary from PS, followed by the full abstract (article is paywalled).
Mysterious Resting State Networks Might Be What Allow Different Brain Therapies to Work
By Nathan Collins • October 01, 2014
FMRI scans from another study. (Photo: Public Domain)
Deep brain stimulation and similar treatments target the hubs of larger resting-state networks in the brain, researchers find.
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More and more, doctors and patients dealing with severe depression, obsessive compulsive disorder, or even Parkinson’s disease turn to techniques such as deep brain stimulation and transcranial magnetic stimulation. While those treatments have proven effective in some cases, it has been unclear why the hodgepodge of stimulation sites and techniques all seem to work. A new study suggests one possibility: the different methods each activate parts of the brain common to one of its resting state networks.
For a few decades now, neuroscientists who specialize in functional magnetic resonance imaging, or fMRI, have focused on what our brains do when we do math problems, play games, choose between politicians, and much more. But as early as the mid-1990s, researchers realized they’d been missing something: What happens when we’re not doing anything at all? With that question, they began to explore what’s called the default mode network and other resting state networks (RSNs), collections of brain regions that are active and working together specifically as we let our minds and senses wander. But no one is quite sure what exactly these networks do.
Around the same time as some were exploring RSNs, others were pioneering the next generation of brain stimulation techniques, methods somewhat less crude than early forms of electroconvulsive therapy. Some new methods are invasive—deep brain stimulation, for example, requires an electrical implant in the brain—and some aren’t. Transcranial magnetic stimulation involves a targeted magnetic pulse originating outside the brain. They have one thing in common, though: Different techniques applied in different parts of the brain often achieve the same goals.
It works that way, Michael Fox and five others argue, because of resting state networks. To figure that out, the team reviewed clinical studies that had used deep brain stimulation (DBS), transcranial magnetic stimulation (TMS), and a third method, transcranial direct current stimulation, or tDCS, to treat 14 disorders, including anorexia, depression, and Tourette syndrome. Across all 14 diseases except for one, epilepsy, they found correlations between resting-state activity in sites where DBS was effective and in others where TMS and tDCS were effective, indicating that such sites were all part of the same resting-state network. Backing that conclusion up was the observation that there seemed to be little, if any, connection between DBS regions that worked and regions where other kinds of stimulation had failed.
“Sites effective for the same disease tend to fall within the same brain network [and] ineffective sites fall outside this network,” the authors write in Proceedings of the National Academy of Science. Researchers who study psychiatric disorders had already started thinking in network terms, and now they have an even better reason to.
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Nathan Collins studied astrophysics and political science before realizing he wanted to learn about all of the science without worrying about tenure. In his second life as a freelance science writer, he’s written for Scientific American, New Scientist, and others.
More From Nathan Collins
* * * * *
Resting-state networks link invasive and noninvasive brain stimulation across diverse psychiatric and neurological diseases
Michael D. Fox, Randy L. Buckner, Hesheng Liu, M. Mallar Chakravarty, Andres M. Lozano, and Alvaro Pascual-Leone
Edited by Michael S. Gazzaniga, University of California, Santa Barbara, CA, and approved August 28, 2014 (received for review March 17, 2014)
Significance
Brain stimulation is a powerful treatment for an increasing number of psychiatric and neurological diseases, but it is unclear why certain stimulation sites work or where in the brain is the best place to stimulate to treat a given patient or disease. We found that although different types of brain stimulation are applied in different locations, targets used to treat the same disease most often are nodes in the same brain network. These results suggest that brain networks might be used to understand why brain stimulation works and to improve therapy by identifying the best places to stimulate the brain.
Abstract
Brain stimulation, a therapy increasingly used for neurological and psychiatric disease, traditionally is divided into invasive approaches, such as deep brain stimulation (DBS), and noninvasive approaches, such as transcranial magnetic stimulation. The relationship between these approaches is unknown, therapeutic mechanisms remain unclear, and the ideal stimulation site for a given technique is often ambiguous, limiting optimization of the stimulation and its application in further disorders. In this article, we identify diseases treated with both types of stimulation, list the stimulation sites thought to be most effective in each disease, and test the hypothesis that these sites are different nodes within the same brain network as defined by resting-state functional-connectivity MRI. Sites where DBS was effective were functionally connected to sites where noninvasive brain stimulation was effective across diseases including depression, Parkinson's disease, obsessive-compulsive disorder, essential tremor, addiction, pain, minimally conscious states, and Alzheimer’s disease. A lack of functional connectivity identified sites where stimulation was ineffective, and the sign of the correlation related to whether excitatory or inhibitory noninvasive stimulation was found clinically effective. These results suggest that resting-state functional connectivity may be useful for translating therapy between stimulation modalities, optimizing treatment, and identifying new stimulation targets. More broadly, this work supports a network perspective toward understanding and treating neuropsychiatric disease, highlighting the therapeutic potential of targeted brain network modulation.
Thursday, October 09, 2014
Trust Is Waning, and Inequality May Be to Blame
American's do not trust each other. A recent survey found that, compared to 46% in the 1970s, now only 33% believe they can trust their fellow citizens (in general). Distrust of the media has risen from 16% in the 1970s to nearly 48% today.
The whole study is paywalled, of course, but Pacific Standard offers a brief summary.
The whole study is paywalled, of course, but Pacific Standard offers a brief summary.
Trust Is Waning, and Inequality May Be to Blame
By Nathan Collins • September 30, 2014
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(Photo: gregorywass/Flickr)
Trust in others and confidence in institutions is declining, while economic inequality creeps up, a new study shows.
•
Trust is on the decline in America. Between 1972 and 2012 Americans became less trusting of and less confident in not only government and the media, but also churches, doctors, business, and each other. And, according to a new report, increasing income inequality may be to blame.
Political scientists and sociologists have long wondered how, why, and even whether trust in government and other institutions changes over time. One theory, still taught today, is that the dramatic process of entering adulthood shapes a person’s social and political traits in a lasting way. Thus, citizens born during the Great Depression tend to embrace a more frugal lifestyle and often the welfare state as well, or so the theory goes. Scholars have argued more recently that traits like being frugal or trusting government are a matter of the zeitgeist, or perhaps a matter of one’s age. Whichever is true, questions remain. If it’s the times that affects trust, what is it about a particular period that makes people more or less willing to believe what others say?
Separating out the effects of age, birth year—cohort, it’s usually called—and survey year, it became clear that trust in others and confidence in institutions declined because of the times we were and are living in.
To sort it out, psychologists Jean Twenge, Keith Campbell, and Nathan Carter looked to data from the General Social Survey, or GSS, which since the 1970s has asked a total of 37,493 Americans questions about just about everything, including a range of questions about trust and confidence in other people and groups. In the early ’70s, 46 percent of Americans agreed that “most people can be trusted,” as the GSS posed the question. Between 2010 and 2012, however, those surveyed agreed with that statement just 33 percent of the time. Confidence declined by a similar amount. Only 16 percent of GSS respondents responded that they had “hardly any” confidence in the press when surveyed between 1972 and 1974, but that number nearly tripled by the 2010-12 survey.
More interesting than the raw numbers is the deeper story that the data tell. Separating out the effects of age, birth year—cohort, it’s usually called—and survey year, it became clear that trust in others and confidence in institutions declined because of the times we were and are living in. Cohort had some effects on confidence, and trust increased with age, but the data indicated something about the zeitgeist was powering the decline in trust and confidence.
That something, the team argues, is the economy. Greater income inequality, the team found, was correlated with lower trust in others, while greater poverty, more violent crime, and an improving stock market were linked with less confidence in institutions.
In an email, Carter told Pacific Standard that the team is “very interested” in how psychology and economics interact through what Depression-era economist John Maynard Keynes called “animal spirits,” spontaneous, sometimes irrational drives to economic or financial action, “which have unfortunately seen very little serious attention from either psychologists or economists.”
“I really think it will take a concerted effort for collaboration across economics and psychology to get a handle on how psychological states impact economies and vice versa,” Carter says.
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Nathan Collins studied astrophysics and political science before realizing he wanted to learn about all of the science without worrying about tenure. In his second life as a freelance science writer, he’s written for Scientific American, New Scientist, and others.
More From Nathan Collins
Monday, September 15, 2014
Atheists Seen as a Threat to Moral Values (via Pacific Standard)
For some reason, I find this nonsense deeply amusing. It's ludicrous to think that Christians, who have been responsible for some of the greatest atrocities in human history, can condemn atheists as immoral and "deeply threatening." One need look no further than the Middle East to see how religion can motivate hate and violence.
At the same time, I do not reject religion as a whole, despite being an atheist of sorts myself (an agnostic atheist). Religion is an important moral and communal center in many peoples' lives. It's only when the "one true god" or "nonbelievers are heretics" ideologies get triggered that religion becomes dangerous.
“Atheists are stereotyped to be (among other things) cynical, skeptical, and nonconformist,” they write. “Individuals perceived to endorse conflicting values, or who fail to openly endorse group values, could threaten to undermine performance and success of the group as a whole by failing to adhere to group norms.”
***
So it appears atheists have a huge perception problem: People widely assume that if they reject the notion of God, they also reject essential ethical values. Although they don’t represent all atheists, it would clearly help if humanists, with their vision of a moral society that does not require otherworldly guidance or punishment, could raise their profile.Richard Dawkins, Sam Harris, and Bill Maher have done a good job of instilling this view of atheists in the public. Dawkins and Maher, in particular, are so strident in their views and their presentation of their views that they alienate even other atheists, such as myself. Secular Humanism is the best antidote to the dogma of Dawkins and the rest.
Atheists Seen as a Threat to Moral Values
By Tom Jacobs • September 15, 2014
(Photo: J. Bicking/Shutterstock)
New research attempts to pinpoint why non-believers are widely disliked and distrusted.•
Halloween is coming, so here’s a tip for those of you who have yet to decide on a costume. If you really want to scare people, dress up as Richard Dawkins. Or Sam Harris.
Or just tell them you’re an atheist.
Confirming and expanding upon previous research, a newly published paper reports that, in the minds of many, atheists are deeply threatening. Specifically, they are seen as posing a danger to the value systems that unite us.
The fact that their belief systems defy the national consensus, along with “negative cultural stereotypes of atheists as cynical,” leads to the assumption that “atheists are unlikely to follow important group-based value norms” such as reciprocity and trust, according to a research team led by Skidmore College psychologist Corey Cook.
“The perception of threat alone is enough to drive intergroup enmity,” the researchers note, “even if atheists as a minority group do not have the political power or raw numbers to institute cultural changes in value systems.”
Cook and his colleagues describe two experiments, one of which featured 100 undergraduates at a large public university in the southeastern U.S. Seventy-three percent of participants were affiliated with a Christian church.
They were randomly assigned to read one of two news stories designed to appear as if they ran in the college newspaper. One was about a proposed expansion to the dental school. The other was about “moral decline among college students.” It reported that “traditional values such as loyalty and fidelity are less important than in previous years,” adding that today’s students lie and cheat more frequently than their predecessors.
After completing a filler task, participants reported how tense and anxious they felt when thinking about groups of people who are frequently stigmatized: college students, gay men, HIV-infected students, and atheists. They were also asked to indicate, on a one-to-six scale, “whether they would be willing to vote for an atheist presidential candidate, support a local business run by atheists, and whether they believed the U.S. Supreme Court should include atheists.”
Participants who read the neutral essay felt less anxiety when thinking about atheists than they did when considering the other feared groups. But for those who read the “moral threat” story, the level of anxiety provoked by pondering atheists shot up, to the point where it basically equaled the tension elicited by thinking about the other feared groups.
In addition, those who had read about the looming “moral threat” expressed more willingness to discriminate against atheists in the various contexts described above.
In another experiment, atheists produced more “feelings of moral disgust” than other “groups also perceived to threaten values—Muslims, gay men, and people with HIV.” Participants in this experiment (131 undergraduates) also expressed more willingness to discriminate against atheists than against member of the other groups.
Cook and his colleagues have a pretty good idea why the anti-atheist prejudice they documented is so pervasive.
“Atheists are stereotyped to be (among other things) cynical, skeptical, and nonconformist,” they write. “Individuals perceived to endorse conflicting values, or who fail to openly endorse group values, could threaten to undermine performance and success of the group as a whole by failing to adhere to group norms.”
“Although acceptance and egalitarianism are endorsed as traditional American values,” they add, “perceptions of violations to personal and group values are often seen as justification for hostile attitudes and subsequent discrimination. Such justification is reflected in the unwillingness to accept atheists as an everyday part of American society.”
So it appears atheists have a huge perception problem: People widely assume that if they reject the notion of God, they also reject essential ethical values. Although they don’t represent all atheists, it would clearly help if humanists, with their vision of a moral society that does not require otherworldly guidance or punishment, could raise their profile.
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Staff writer Tom Jacobs is a veteran journalist with more than 20 years experience at daily newspapers. He has served as a staff writer for The Los Angeles Daily News and the Santa Barbara News-Press. His work has also appeared in The Los Angeles Times, Chicago Tribune, and Ventura County Star.
More From Tom Jacobs
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Americans Intuitively Judge Atheists as Immoral
Wednesday, August 27, 2014
Aaron Gordon - Does Randomness Actually Exist?
Does randomness exist? Can we even fathom the question? This is an interesting article from Aaron Gordan at Pacific Standard.
Does Randomness Actually Exist?
By Aaron Gordon • August 25, 2014
An Enigma machine. (Photo: Wikimedia Commons)
Our human minds are incapable of truly answering that question.
•
All week long we’ll be posting stories about randomness and how poorly we tend to deal with it. Check back tomorrow for more.
Pick a number. Any number, one through 100. Got one? OK, so how did you pick it?
Humans are bad at creating and detecting randomness. Perceiving patterns has proven a great survival mechanism—the giant, spotted cats eat my children; this berry doesn’t make me sick—so we have evolved to be good at it. Perhaps too good. We misinterpret data all the time as a result of this desire for order. We believe that when a coin comes up heads five straight times, we are “due” for a tails, or we think that the stock market is predictable. It’s maybe unsurprising, then, that humans aren’t very good random number generators. And because of that, we’ve had to make some.
If you Google “Random Number Generators,” you’ll find several on the first page that are perfectly capable of mimicking a random process. After specifying a range, they will return a number. Do so 100 or 1,000 or 10,000 times, and you won’t find any discernible pattern to the results. Yet despite the name, the results are anything but random.
Computers are hyper-logical machines that can only follow specific commands. As explained by a BBC Radio broadcast from 2011, some of the random number generators you’ll find on Google follow something called the “Middle Squares” method: start with a seed number, which can be any number. Square that number. You’ll now have roughly twice as many digits. Take a few of the digits in the middle of that number and square that. Repeating this process is like shuffling a deck of cards. Still, if you know three basic pieces of information—the seed number, the number of digits taken from the middle of each square, and how many times the process will be repeated—you can calculate this supposedly “random” number every single time without fail.
Mathematicians have a word for this kind of randomness. They cleverly call it “pseudo-randomness”: the process passes statistical tests for randomness, yet the number itself is completely determined. On the BBC Radio broadcast, professor Colva Roney-Dougal of the University of St. Andrews says, “I can never prove that a sequence is random, I can only prove that it looks random and smells random.”
All of which brings us to this: Given the limits of human knowledge, how can we ever know if something is truly random?
A FEW ANCIENT THINKERS, known as Atomists, fathered a line of thought, which claims that, in fact, randomness doesn’t exist. The most deterministic among them, Democritus, believed the entire state of the universe could be explained through cause and effect. In other words, he was only interested in how the past dictated the present and future.
Once you learn about pseudo-randomness, it’s easy to see the world through Democritus’ eyes. Rolling dice isn’t random. Instead, the dice are governed by specific, mathematical laws, and if we knew the exact contours of the desk and the force applied to the dice, we could calculate which sides would come to rest facing upward. The same is true of shuffling cards. If we knew the exact height the cards were lifted, the exact force with which they were released, and the distance from each other, it’s completely feasible to calculate the order of the cards, time and time again. This is true for every game of chance, which are governed by Newtonian, or classical, physics. It all appears completely deterministic.
A lack of true randomness would be a huge problem, just like it was for the Germans during World War II with their revered but ultimately doomed Enigma enciphering machine. With its 150 quintillion different settings, many Allied cryptologists believed the code was unbreakable. Yet, because it was a mere matter of rotor settings and circuitry—or put simply, completely deterministic—the Allies were able to crack the code.
Since Newtonian physics has proven resistant to true randomness, cryptologists have since looked to quantum physics, or the rules that govern subatomic particles, which are completely different than Newtonian physics. Radioactive materials spontaneously throw off particles in a probabilistic manner, but the exact time when each particle will be discarded is inherently random. (We think.) So given a small window of time, the number of radioactive particles discarded can act as the seed for the random number generator.
Every time you buy something with a credit card, you’re relying on your information to be transmitted safely across a perfectly accessible network. This is where the difference between random and pseudo-random becomes vastly important. Pseudo-random patterns, like the ones created by the Enigma machine, are messages begging to be read. Random patterns are the cryptic ideal.
A company called PDH International is one of the patent-holders for Patent US6745217 B2, or “Random Number Generator Based on the Spontaneous Alpha-Decay,” the very process described above. PDH International, with an annual revenue of $10 to $25 million, specializes in the “fields of Privacy Protection, Authentication, Encryption and Electronic Document Protection.” PDH comes up with ways to safely encrypt data using true randomness from quantum physics.
BUT BACK TO THAT number you picked.
As with randomness, the more we learned about the precise nature of brain functions, we began to question whether free will was possible. If everything is the result of precise causal chains like the rolling of dice or shuffling of cards, some wondered how we can really be making genuine choices. However, as we’ve learned more about quantum physics, the possibility of genuine choice has been revitalized due to the break in the causal chain. In a way, quantum physics introduced a giant, unsolvable question mark, and question marks are good for free-will theorists. Ironically, quantum physics simultaneously undermines this line of thought, since randomness is bad for the idea that we are actually making rational choices.
So pick a number, any number. Maybe it is random after all.
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Aaron Gordon is a freelance writer living in Washington, D.C. He also contributes to Sports on Earth, The New Yorker, Deadspin, and Slate.
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