Having gone so far in urging the usefulness of a hierarchical structuring of science, and having recognized (with Roger Sperry) that the consciousness level can be causal with regard to the biological or physical level (as well as the reverse), it seems a pity not to have gone one step further to recognize that the new disciplines of transpersonal psychology and anthropology, and the deepest insights of artists and mystics, can fit quite comfortably within the top level of the hierarchy. The metaphysical insight that the material world evolves within consciousness can live side by side with the complementary metaphor of consciousness as emergent from the physical.
This blog reports new ideas and work on mind, brain, behavior, psychology, and politics - as well as random curious stuff. (Try the Dynamic Views at top of right column.)
Thursday, October 04, 2007
Stairways to the Mind
Alwyn Scott passed away recently. "Stairways to the Mind" was one of his books, on levels of organization and emergent properties. I knew him when he was at Wisconsin, and later read a copy of this book in draft form, to offer comments. In looking back over his work, I came across a review of the book written by Willis Harman, one of the founders of the Noetic Sciences Institute, which included a mild criticism that I don't completely agree with, but thought interesting:
Wednesday, October 03, 2007
Self-Referential Cognition in Autism
Individuals with autism spectrum conditions (ASC) have profound impairments in the interpersonal social domain, but it is unclear if individuals with ASC also have impairments in the intrapersonal self-referential domain. Lombardo et. al. give an interesting introductory discussion of the "absent self" model of Frith. They then evaluate performance of 30 subjects and:
"conclude that individuals with ASC have broad impairments in both self-referential cognition and empathy. These two domains are also intrinsically linked and support predictions made by simulation theory. Our results also highlight a specific dysfunction in ASC within cortical midlines structures of the brain such as the medial prefrontal cortex."
Figure:. Image showing the overlap in peaks of activation from studies of self-referential cognition, other-referential cognition, and theory of mind within the medial prefrontal cortex and posterior cingulate/precuneus.
Boundaries are 16mm from within midline. All peaks are taken from exemplary studies in the literature. Brain is depicted on a representative sagittal slice of the Montreal Neurological Institute (MNI) template
Brain correlates of different spatial learning strategies
Each of us tends to emphasize one of two main strategies for spacial navigation. Learning the relationships between environmental landmarks using a "spatial memory strategy" to construct a cognitive map depends on the hippocampus. Navigating using a "response strategy", or series of turns at precise decision points (turn left at corner, then turn right at...), involves the caudate nucleus and proceeds without using landmark relationships. Bohbot et al. have used a virtual maze task to examine 50 young healthy subjects, half reporting the use each strategy. Those using the spatial strategy
...had significantly more gray matter in the hippocampus and less gray matter in the caudate nucleus compared with response learners. Furthermore, the gray matter in the hippocampus was negatively correlated to the gray matter in the caudate nucleus, suggesting a competitive interaction between these two brain areas.In a second analysis:
.. the gray matter of regions known to be anatomically connected to the hippocampus, such as the amygdala, parahippocampal, perirhinal, entorhinal and orbitofrontal cortices were shown to covary with gray matter in the hippocampus. Because low gray matter in the hippocampus is a risk factor for Alzheimer's disease, these results have important implications for intervention programs that aim at functional recovery in these brain areas. In addition, these data suggest that spatial strategies may provide protective effects against degeneration of the hippocampus that occurs with normal aging.
Tuesday, October 02, 2007
Ape language slips reveal category knowledge storage.
Michael Erard summarizes efforts (PDF here) to analyze 'language' errors of apes for insight into the covert mental processes of animals - analogous to such work done on human language errors He focuses on the work of Lyn, who was the first to apply the study of errors to bonobos . Kanzi and a female bonobo, Panbanisha, who now live at the Great Ape Trust in Des Moines, Iowa, can comprehend instructions and descriptions in spoken English, and they can respond by using 384 lexigrams, which they touch on a keyboard.
Lyn found that Kanzi and Panbanisha have arranged hundreds of lexigrams in their minds in a complex, hierarchical manner based mainly on their meaning. She coded the relations between all 1497 sample-error pairs along seven dimensions, including whether the lexigrams looked alike, had English words that sounded alike, or referred to objects in the same category. She found that the errors were not random but patterned. If the lexigram stood for "blackberry," the error was more likely than chance to sound like blackberry, be edible, be a fruit, or be physically similar. Errors were also more likely to be associated with more than one category. For example, "cherries" are both edibles and fruits, and the word sounds like the correct one, "blackberries." All this indicated to Lyn that mental representations of the lexigrams must be stored not as simple one-to-one associations but in more complex arrangements. This suggests that, given the chance, bonobos and other apes can acquire systems of meaning that are closer than anyone has thought to what humans do, and that some aspects of language acquisition are not unique to humans.
Blog Categories:
animal behavior,
evolution/debate,
language
Symbiosis of human brains and the web...
George Johnson notes that the web has stripped the word algorithm (a recipe for solving problems step by step) of its innocence. The algorithms used by Google search, Amazon, MySpace, etc. perform an intelligence amplification, leveraging human thinking with machines in the service of selling more goods. The boundary between human and computer responses increasingly blurs. Submit or change a Wikipedia article and "a swarm of warm- and sometimes hot-blooded proofreading routines go to work making corrections and corrections to the corrections." Here is the PDF of Johnson's article.
Monday, October 01, 2007
Moral Universals
Nicholas Wade offers a summary (PDF here) of some of the evidence that humans have an evolved moral intuition that appeared before the development of language. (This has been the subject of several previous blog posts), focusing on the views of Jonathan Haidt. Haidt suggests that there are five innate moral systems, or rather, innate psychological mechanisms that predispose children to absorb certain virtues. Some concern the protection of individuals, others the ties that bind a group together. Of the moral systems that protect individuals, one is concerned with preventing harm to the person and the other with reciprocity and fairness. Less familiar are the three systems that promote behaviors developed for strengthening the group. These are loyalty to the in-group, respect for authority and hierarchy, and a sense of purity or sanctity.
A striking demonstration comes from experiments that show that people will say it is morally acceptable to pull a switch that diverts a train, killing just one person instead of the five on the other track. But if asked to save the same five lives by throwing a person in the train’s path, people will say the action is wrong. This may be evidence for an ancient subconscious morality that deters causing direct physical harm to someone else. An equally strong moral sanction has not yet evolved for harming someone indirectly.
A striking demonstration comes from experiments that show that people will say it is morally acceptable to pull a switch that diverts a train, killing just one person instead of the five on the other track. But if asked to save the same five lives by throwing a person in the train’s path, people will say the action is wrong. This may be evidence for an ancient subconscious morality that deters causing direct physical harm to someone else. An equally strong moral sanction has not yet evolved for harming someone indirectly.
Blog Categories:
evolutionary psychology,
human evolution
Emotion and Disorders of Emotion
You might want to check out this open access special focus issue of Nature Magazine on emotion and disorders of emotion. The starting editorial introduces the articles. Individual susceptibility to depression and anxiety in response to life stressors may be related to genetic variation, and I would point to the review article by Klaus-Peter Lesch and Turhan Canli. It explores how individual variation in the serotonin transporter gene may interact with personality, emotion regulation and social cognition.
Friday, September 28, 2007
Prospection: simulation of future unique to humans
Gilbert and Wilson offer a concise review of our unique human ability to simulate the future, covering brain regions involved and stereotyped errors that occur (PDF here). (I did a series of posts in June, 2006 abstracting Gilberts book "Stumbling on Happiness." You can use the blog search box to find them by entering the word "stumbling.") Here are some clips:
Their conclusion makes a nice summary of how modern and ancient brain systems interact in imagining possible future feelings:
Prefeelings will be reliable predictors of subsequent hedonic experiences when two conditions are met. As the figure shows, when we are in the present (T1) attempting to predict our hedonic reaction to an event in the future (H2), our present hedonic experience (H1) is influenced by our simulation of the future event (e1) as well as by contextual factors (1), such as the events that are occurring in the present, the thoughts we are having in the present, our present bodily states, and so on. We feel better when we imagine going to the theater than to the dentist, but we feel better imagining either event on a sunny day than on a rainy day, or when we are well rather than ill. Similarly, our future hedonic experience (H2) will be influenced both by our perception of the event (e2) and by contextual factors (2). Because our hedonic experiences are influenced both by our mental representation of the event and by contextual factors, our present hedonic experience will be a reliable predictor of our future hedonic experience if and only if (i) our simulation of the event at T1 exerts the same influence on our hedonic experience at T1 as our perception of the event at T2 exerts on our hedonic experience at T2, and (ii) contextual factors at T1 exert the same influence on our hedonic experience at T1 as contextual factors at T2 exert on our hedonic experience at T2. In other words, H1 = H2 if and only if e1 = e2 and 1 = 2. Errors in prospection arise from the fact that people use their prefeelings to make hedonic predictions even when one or both of these conditions is not met. These errors are of four kinds.
Simulations are unrepresentative. We naturally imagine our next dental appointment by remembering our last one.... research suggests that people often use unrepresentative memories as a basis for simulation. For example, when people who have missed trains in the past are asked to imagine missing a train in the future, they tend to remember their worst train-missing experience rather than their typical train-missing experience.
Simulations are essentialized. When we imagine "going to the theater next week," we don't imagine every detail of the event, but rather, we imagine the essential features that define it. We imagine seeing a stage filled with actors but we do not imagine parking the car, checking our coat, or finding our seat. The problem with omitting inessential features from simulations is that such features can profoundly influence our subsequent hedonic experience... Because simulations omit inessential features, people tend to predict that good events will be better and bad events will be worse than they actually turn out to be. The young couple who simulate the joys of parenthood but fail to simulate the drudgery of diapers are unlikely to have the hedonic experience they imagined.
Simulations are abbreviated. If we imagined each and every moment of the events we were simulating, our simulations would take as long as the events themselves. Simulations are naturally abbreviated and represent just a few, select moments of a future event. The moments they select tend to be the early ones. When people imagine what their lives would be like if they won the lottery or became paraplegic, they are more likely to imagine the first day than the two-hundred-and-ninety-seventh. The problem with imagining only the early moments of an event is that hedonic reactions to events typically dissipate over time, which means that mental simulations tend to the moments that evoke the most intense pleasure or pain.
Simulations are decontextualized. Research shows that people often do not consider the potentially significant differences between contextual factors at T1 and T2 when using their present hedonic state to predict their future hedonic state. For example, hungry people mistakenly expect to like eating spaghetti for breakfast the next day, and sated people mistakenly expect to dislike eating it for dinner the next day. People who have just exercised mistakenly expect to enjoy drinking water the next day more than do people who are about to exercise (53). In both cases, people do not seem to realize that their present hunger and thirst are influencing their hedonic reactions to simulated future consumption. They ignore the fact that the contextual factors that are presently exerting an influence at T1 (i.e., hunger and thirst) will not exert the same influence at T2.
Mental simulation is the means by which the brain discovers what it already knows. When faced with decisions about future events, the cortex generates simulations, briefly tricking subcortical systems into believing that those events are unfolding in the present and then taking note of the feelings these systems produce. The cortex is interested in feelings because they encode the wisdom that our species has acquired over millennia about the adaptive significance of the events we are perceiving. Alas, actually perceiving a bear is a potentially expensive way to learn about its adaptive significance, and thus evolution has provided us with a method for getting this information in advance of the encounter. When we preview the future and prefeel its consequences, we are soliciting advice from our ancestors.
This method is ingenious but imperfect. The cortex attempts to trick the rest of the brain by impersonating a sensory system. It simulates future events to find out what subcortical structures know, but try as it might, the cortex cannot generate simulations that have all the richness and reality of genuine perceptions. Its simulations are deficient because they are based on a small number of memories, they omit large numbers of features, they do not sustain themselves over time, and they lack context. Compared to sensory perceptions, mental simulations are mere cardboard cut-outs of reality. They are convincing enough to elicit brief hedonic reactions from subcortical systems, but because they differ from perceptions in such fundamental ways, the reactions they elicit may differ as well. Although prospection allows us to navigate time in a way that no other animal can, we still see more than we foresaw.
Blog Categories:
fear/anxiety/stress,
futures,
happiness
Evolving size of the social brain.
Dunbar and Shultz ask why primates have such large brains, compared to their body mass, compared with other animals. Here is their abstract, followed by a central clip from their article:
The evolution of unusually large brains in some groups of animals, notably primates, has long been a puzzle. Although early explanations tended to emphasize the brain's role in sensory or technical competence (foraging skills, innovations, and way-finding), the balance of evidence now clearly favors the suggestion that it was the computational demands of living in large, complex societies that selected for large brains. However, recent analyses suggest that it may have been the particular demands of the more intense forms of pairbonding that was the critical factor that triggered this evolutionary development. This may explain why primate sociality seems to be so different from that found in most other birds and mammals: Primate sociality is based on bonded relationships of a kind that are found only in pairbonds in other taxa.
Figure - In anthropoid primates, mean social group size increases with relative neocortex volume (indexed as the ratio of neocortex volume to the volume of the rest of the brain). Solid circles, monkeys; open circles, apes. Regression lines are reduced major axis fits.
The important issue in the present context is the marked contrast between anthropoid primates and all other mammalian and avian taxa (including, incidentally, prosimian primates): Only anthropoid primates exhibit a correlation between social group size and relative brain (or neocortex) size. This quantitative relationship is extremely robust; no matter how we analyze the data (with or without phylogenetic correction, using raw volumes, or residuals or ratios against any number of alternative body or brain baselines) or which brain data set we use (histological or magnetic resonance imaging derived, for whole brain, neocortex, or just the frontal lobes), the same quantitative relationship always emerges. This suggests that, at some early point in their evolutionary history, anthropoid primates used the kinds of cognitive skills used for pairbonded relationships by vertebrates to create relationships between individuals who are not reproductive partners. In other words, in primates, individuals of the same sex as well as members of the opposite sex could form just as intense and focused a relationship as do reproductive mates in nonprimates. Given that the number of possible relationships is limited only by the number of animals in the group, primates naturally exhibit a positive correlation between group size and brain size. This would explain why, as primatologists have argued for decades, the nature of primate sociality seems to be qualitatively different from that found in most other mammals and birds. The reason is that the everyday relationships of anthropoid primates involve a form of "bondedness" that is only found elsewhere in reproductive pairbonds.
Blog Categories:
animal behavior,
evolution/debate,
social cognition
Thursday, September 27, 2007
MindBlog's home this morning...
Nonhuman primates perceive human goals
Hauser and collaborators do a clever experiment to demonstrate that several primates can make inferences about a human experimenters goal that cannot be explained by simple associative learning. This means that our capacity to infer rational, goal-directed action derives from capabilities present in monkeys ~40 million years ago. Here is their abstract and a figure showing the basic idea of the experiment.
Humans are capable of making inferences about other individuals' intentions and goals by evaluating their actions in relation to the constraints imposed by the environment. This capacity enables humans to go beyond the surface appearance of behavior to draw inferences about an individual's mental states. Presently unclear is whether this capacity is uniquely human or is shared with other animals. We show that cotton-top tamarins, rhesus macaques, and chimpanzees all make spontaneous inferences about a human experimenter's goal by attending to the environmental constraints that guide rational action. These findings rule out simple associative accounts of action perception and show that our capacity to infer rational, goal-directed action likely arose at least as far back as the New World monkeys, some 40 million years ago.
Figure: During each trial, an experimenter presented subjects with two potential food containers, performed an action on one, and then allowed the subject to select one of the containers. In the intentional condition, the experimenter reached directly for and grasped the container. In the accidental condition, the experimenter flopped his hand onto the container with palm facing upwards in a manner that appeared, from a human perspective, accidental and non–goal-directed (13). If non-human primates fail to distinguish between intentional and accidental actions when making inferences about others' goals, attending to the mere association of the hand and container, then they should show the same pattern of searching in both conditions—that is, approach the experimenter-contacted container. However, if they distinguish between intentional and accidental actions, then they should selectively inspect the container targeted by the experimenter'sintentional action but not that targeted by accidental action.
A "language gene" in echolocating bats
Slightly altered abstract from Li et al.:
FOXP2 is a transcription factor implicated in the development and neural control of orofacial coordination, particularly with respect to vocalisation. [Thus, it is not really a "language gene" as indicated in many popular press reports.] Observations that orthologues show almost no variation across vertebrates yet differ by two amino acids between humans and chimpanzees have led to speculation that recent evolutionary changes might relate to the emergence of language. Echolocating bats face especially challenging sensorimotor demands, using vocal signals for orientation and often for prey capture. To determine whether mutations in the FoxP2 gene could be associated with echolocation, we sequenced FoxP2 from echolocating and non-echolocating bats as well as a range of other mammal species. We found that contrary to previous reports, FoxP2 is not highly conserved across all nonhuman mammals but is extremely diverse in echolocating bats. We detected divergent selection (a change in selective pressure) at FoxP2 between bats with contrasting sonar systems, suggesting the intriguing possibility of a role for FoxP2 in the evolution and development of echolocation. We speculate that observed accelerated evolution of FoxP2 in bats supports a previously proposed function in sensorimotor coordination.
Blog Categories:
animal behavior,
evolution/debate,
human evolution,
language
Wednesday, September 26, 2007
Naturopathy wins over physical therapy advice?
Chronic lower back pain is perhaps the most commonly reported workplace disability. Szczurko et al. conducted a randomized clinical trial of 75 postal service employees experiencing more than six weeks of chronic back pain, dividing them to receive Naturopathic care (n = 39) or standardized physiotherapy (n = 36) over a period of 12 weeks. The study was conducted in clinics on-site in postal outlets. Participants in the Naturopathic care group received dietary counseling, deep breathing relaxation techniques and acupuncture. The control intervention received education and instruction on physiotherapy exercises using an approved education booklet. The authors suggest that naturopathic care provided statistically significant greater improvement than physiotherapy advice.
The naturopathic route involved hands-on intervention (acupuncture), and there is this curious point suggesting some rather significant motivational differences:
The naturopathic route involved hands-on intervention (acupuncture), and there is this curious point suggesting some rather significant motivational differences:
Data was available on 100% (39) of the naturopathic care group at week 8 and 75% (27) of the control group at week 8. Complete data on participants at week 12 was available on 92% and 63% respectfully.
Social cognitive skills unique to humans...
From Tomasello's group in Leipzig comes an article (PDF here), arguing for a distinctively human social cognitive intelligence rather a more "general intelligence" as distinguishing humans from the great apes. Here is their abstract:
Humans have many cognitive skills not possessed by their nearest primate relatives. The cultural intelligence hypothesis argues that this is mainly due to a species-specific set of social-cognitive skills, emerging early in ontogeny, for participating and exchanging knowledge in cultural groups. We tested this hypothesis by giving a comprehensive battery of cognitive tests to large numbers of two of humans' closest primate relatives, chimpanzees and orangutans, as well as to 2.5-year-old human children before literacy and schooling. Supporting the cultural intelligence hypothesis and contradicting the hypothesis that humans simply have more "general intelligence," we found that the children and chimpanzees had very similar cognitive skills for dealing with the physical world but that the children had more sophisticated cognitive skills than either of the ape species for dealing with the social world.
Blog Categories:
animal behavior,
evolution/debate,
human development
Tuesday, September 25, 2007
The decline of memory
J.L. Bader notes that Britney Spear's memory lapse while she was lip-synching during the recent MTV music video awards is a reflection of the general decline of dependence on memory in our culture. Why remember anything, when you can always google or wikipedia it; and all your contacts and phone numbers are stored in your cell phone? (And yes, I was one of the $200 beta testers of the Apple iPhone.) Some clips:
Oration and recitation, once staples of the American school system, have largely been phased out. Rhetoric programs at universities have narrowed, merged with communications departments, or been eliminated altogether...“We don’t have that kind of oral culture anymore,” said Prof. James Engell, author of “The Committed Word: Literature and Public Values,” who teaches a rhetoric course at Harvard. “We are in a culture that devalues our sense of memory.” Back when John Quincy Adams was teaching it, Mr. Engell said, “rhetoric was an umbrella where you got moral philosophy, the development of literary taste, intellectual prose, aesthetic appreciation, memorization and oral presentation. The ultimate object of this was what the Greeks called phronesis, or practical wisdom.”
...But contemporary scientists have discovered that memorization exercises can stave off dementia, introducing a new world of “neurobics.” Memory needs a workout as much as the abs do. Researchers have even shown that reciting poetry in dactylic hexameter can help synchronize heartbeats with breathing.
Lucid Dreaming makes the Styles section...
My, my, my..... how rapidly esoteric mind things become trendy. The lead article of the Sunday Styles section of the Sept 16 NY Times featured lucid dreaming. I've been to several consciousness meeting in which whole sessions were devoted to this capability. Actually it is not that esoteric...you probably have had experiences of being aware you were dreaming, of watching the action as a observer. The capability can be trained, and one can sometimes direct the action (even to the extent of indulging in some sexual fantasies that may not exactly be playing out in real life). I have played with this capability in my own dreaming, and find it to be much easier and cheaper than getting into computer facilitated alternative realities such as Second Life (I tried that too, felt like a dunce, and can't imagine how anyone finds the time.....).
Monday, September 24, 2007
Did Alex really "want" a cracker?
New York Times science writer George Johnson, who is one very intelligent guy, has done a nice piece on the capabilities and history of Alex the parrot (PDF here). I was unaware of several of the behaviors that had been noted in Alex:
“Want a nut!” Alex demanded. The interview was over. “Want a nut!” he repeated. “Nnn ... uh ... tuh.”...Dr. Pepperberg was flabbergasted. “Not only could you imagine him thinking, ‘Hey, stupid, do I have to spell it for you?’ ” she said. “This was in a sense his way of saying to us, ‘I know where you’re headed! Let’s get on with it.’ ”....She is quick to concede the impossibility of proving that the bird was actually verbalizing its internal deliberations. Only Alex knew for sure.
Next to infinity, one of the hardest concepts to grasp is zero. Toward the end of his life Alex may have been coming close. In a carnival shell game, an experimenter would put a nut under one of three cups and then shuffle them around. Alex would pick up the cup where the prize was supposed to be. If it wasn’t there he’d go a little berserk — a small step, maybe, toward understanding nothingness.
A bigger leap came in an experiment about numbers, in which the parrot was shown groups of two, three and six objects. The objects within each set were colored identically, and Alex was asked, “What color three?”.... “Five,” he replied perversely (he was having a bad attitude day), repeating the answer until the experimenter finally asked, “O.K., Alex, tell me, ‘What color five?’ ”....“None,” the parrot said....Bingo. There was no group of five on the tray. It was another of those high huneker moments. Alex had learned the word “none” years before in a different context. Now he seemed to be using it more abstractly....Dr. Pepperberg reported the result with appropriate understatement: “That zero was represented in some way by a parrot, with a walnut-sized brain whose ancestral evolutionary history with humans likely dates from the dinosaurs, is striking.”
“Want a nut!” Alex demanded. The interview was over. “Want a nut!” he repeated. “Nnn ... uh ... tuh.”...Dr. Pepperberg was flabbergasted. “Not only could you imagine him thinking, ‘Hey, stupid, do I have to spell it for you?’ ” she said. “This was in a sense his way of saying to us, ‘I know where you’re headed! Let’s get on with it.’ ”....She is quick to concede the impossibility of proving that the bird was actually verbalizing its internal deliberations. Only Alex knew for sure.
Next to infinity, one of the hardest concepts to grasp is zero. Toward the end of his life Alex may have been coming close. In a carnival shell game, an experimenter would put a nut under one of three cups and then shuffle them around. Alex would pick up the cup where the prize was supposed to be. If it wasn’t there he’d go a little berserk — a small step, maybe, toward understanding nothingness.
A bigger leap came in an experiment about numbers, in which the parrot was shown groups of two, three and six objects. The objects within each set were colored identically, and Alex was asked, “What color three?”.... “Five,” he replied perversely (he was having a bad attitude day), repeating the answer until the experimenter finally asked, “O.K., Alex, tell me, ‘What color five?’ ”....“None,” the parrot said....Bingo. There was no group of five on the tray. It was another of those high huneker moments. Alex had learned the word “none” years before in a different context. Now he seemed to be using it more abstractly....Dr. Pepperberg reported the result with appropriate understatement: “That zero was represented in some way by a parrot, with a walnut-sized brain whose ancestral evolutionary history with humans likely dates from the dinosaurs, is striking.”
This week's music - Debussy, Minuette from Suite Bergmanesque
Recorded Sept. 13 on my Steinway B at Twin Valley.
Let the kids decide.....
Friday, September 21, 2007
Placebo effect on human opiod pain system
A recent issue of Nature Reviews Neuroscience points to an interesting article by Wagner et al.
(open access).
(open access).
The mere expectancy of pain relief has been shown to reduce pain in a manner that is reversible by opioid antagonists. Using positron-emission tomography and a mu-opioid-receptor selective radiotracer, Wagner et al. were able to measure the placebo-induced activation of the opioid system in specific brain regions. They found an increase in opioid neurotransmission in regions that have a central role in pain processing, demonstrating that placebo analgesic treatments potentiate the endogenous opioid response to painful stimuli.
Figure - Connectivity analysis of opioid binding potential. (A) 3D rendering of connectivity among regions that show placebo opioid responses.
Blog Categories:
attention/perception,
fear/anxiety/stress
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