More on clever crows - they learn shell games.

Chopin Trois Eccossaises

Recorded on my Steinway B, now in my Fort Lauderdale condo. I did this piece in recitals in Madison WI and Fort Lauderdale in the past 6 months, and now have made a good quality video recording for my youtube channel. I plan to do this with several of the pieces played at the recitals.

New nerve cells in the brain generated best by sustained aerobic exercise

Nokia et al. show, in rats, that aerobic exercise is much more effective than high-intensity interval training or resistance training in enhancing generation of new nerve cells in the hippocampus of the brain.

Key points

Aerobic exercise such as running enhances adult hippocampal neurogenesis (AHN) in rodents. 

Little is known about the effects of high-intensity interval training (HIT) or of purely anaerobic resistance training on AHN. 

Here, compared to a sedentary lifestyle, we report a very modest effect of HIT and no effect of resistance training on AHN in adult male rats. 

We find most AHN in rats that were selectively bred for an innately high response to aerobic exercise that also run voluntarily and - increase maximum running capacity. 

Our results confirm that sustained aerobic exercise is key in improving AHN.

Abstract

Aerobic exercise, such as running, has positive effects on brain structure and function, for example, adult hippocampal neurogenesis (AHN) and learning. Whether high-intensity interval training (HIT), referring to alternating short bouts of very intense anaerobic exercise with recovery periods, or anaerobic resistance training (RT) has similar effects on AHN is unclear. In addition, individual genetic variation in the overall response to physical exercise likely plays a part in the effects of exercise on AHN but is less studied. Recently, we developed polygenic rat models that gain differentially for running capacity in response to aerobic treadmill training. Here we subjected these Low Response Trainer (LRT) and High Response Trainer (HRT) adult male rats to various forms of physical exercise for 6 to 8 weeks and examined its effects on AHN. Compared to sedentary animals, the highest number of doublecortin-positive hippocampal cells was observed in HRT rats that ran voluntarily on a running wheel while HIT on the treadmill had a smaller, statistically non-significant effect on AHN. AHN was elevated in both LRT and HRT rats that endurance trained on a treadmill compared to those that performed RT by climbing a vertical ladder with weights, despite their significant gain in strength. Furthermore, RT had no effect on proliferation (Ki67), maturation (doublecortin) or survival (BrdU) of new adult-born hippocampal neurons in adult male Sprague-Dawley rats. Our results suggest physical exercise promotes AHN most if it is aerobic and sustained, and especially when accompanied by a heightened genetic predisposition for response to physical exercise.

This is too good not to pass on.....

If all the world's a stage, do we have a true self?

My reading of Irving Goffman's classic "The Presentation of the Self in Everyday Life" in the early 1970's was the beginning of my going beyond my laboratory research on the molecules of vision to start a parallel line of study and reading on how our minds work (see dericbownds.net). I recently came across this engaging very brief video on Goffman's ideas, narrated by Stephen Fry, and thought I would pass it on. (This is one of the items from the BBC's excellent "A History of Ideas" series.)

"Well-being" as a practiced skill

I thought I would pass on from the mindful.org website yet another piece featuring my Wisconsin colleague Richie Davidson, noting his presentation on "Four Constituents of Well-Being," namely:

Resilience - rapid recovery from shit happening
Outlook -savoring positive, seeing good in people
Attention - a wandering mind is an unhappy mind
Generosity - kindness to oneself and others

The article has numerous links to research on good stuff which offers a temporary relief from the dystopian input of our entertainment and news overlords.

Getting rid of old cells extends lifespan of mice and ameliorates age-related diseases.

Baker et al. show that getting rid of cells that have entered an irreversible senescent state expands the lifespan of mice and ameliorates some age-related disease processes. Clips from the Gil and Withers summary of the work:

More than 50 years ago, it was suggested that ageing is linked to a state of arrested cell growth known as senescence, but this link has remained unproven, and the molecular basis for organismal ageing has been elusive...Senescence is a cellular state in which cells permanently stop dividing. It is mediated by two signalling pathways — the p53 pathway and the p16Ink4a–Rb pathway. Senescent cells secrete a complex cocktail of factors called the senescence-associated secretory phenotype (SASP), which includes matrix metalloproteinases (enzymes that break down the extracellular matrix) and pro-inflammatory signalling molecules. Such cells have been shown to accumulate during ageing, and their presence has been associated with a broad range of diseases, including diabetes, kidney disease and many cancers.

Baker et al. demonstrate that the removal of senescent cells does indeed delay ageing and increase healthy lifespan (healthspan)...using a genetically engineered mouse model that they had developed previously4, called INK–ATTAC. These mice produce a caspase enzyme specifically in cells that express the p16Ink4a gene. The caspase can be activated by the injection of a drug; the activated caspase then triggers cell death, eliminating senescent cells in which it is expressed...[They] found that the elimination of p16Ink4a-expressing cells increased lifespan, regardless of the sex or strain of mouse examined, and ameliorated a range of age-dependent, disease-related abnormalities, including kidney dysfunction and abnormalities in heart and fat tissue.

A brain circuit for loneliness.

Tye and colleagues find a neural circuit at the base of mouse brains that drives loneliness-like behaviors and drives the animals to seek company. From a review:

...connections between neurons in the circuit were stronger in mice that were separated from their cage mates than in those that were grouped together. Those neurons then fired more frequently when isolated mice were put in a cage with an unfamiliar mouse, compared with animals that had not been isolated. When the scientists inhibited the neurons with light, the isolated mice showed less interest in the stranger. Activating those neurons caused the animals to actively seek other mice.

Here is the abstract for the work:

Highlights

•Dorsal raphe nucleus (DRN) dopamine neurons are sensitive to acute social isolation 

•DRN dopamine neurons release dopamine and glutamate in downstream structures 

•Optical activation induces, whereas inhibition suppresses, a “loneliness-like” state 

•Social rank predicts the behavioral effect induced by optical manipulations

Summary

The motivation to seek social contact may arise from either positive or negative emotional states, as social interaction can be rewarding and social isolation can be aversive. While ventral tegmental area (VTA) dopamine (DA) neurons may mediate social reward, a cellular substrate for the negative affective state of loneliness has remained elusive. Here, we identify a functional role for DA neurons in the dorsal raphe nucleus (DRN), in which we observe synaptic changes following acute social isolation. DRN DA neurons show increased activity upon social contact following isolation, revealed by in vivo calcium imaging. Optogenetic activation of DRN DA neurons increases social preference but causes place avoidance. Furthermore, these neurons are necessary for promoting rebound sociability following an acute period of isolation. Finally, the degree to which these neurons modulate behavior is predicted by social rank, together supporting a role for DRN dopamine neurons in mediating a loneliness-like state.

Winning a competition predicts dishonest behavior.

Interesting observations from Schurr and Ritov:

Significance

Competition is prevalent. People often resort to unethical means to win (e.g., the recent Volkswagen scandal). Not surprisingly, competition is central to the study of economics, psychology, sociology, political science, and more. Although we know much about contestants’ behavior before and during competitions, we know little about contestants’ behavior after the competition has ended. Connecting postcompetition behaviors with preceding competition experience, we find that after a competition is over winners behave more dishonestly than losers in an unrelated subsequent task. Furthermore, the subsequent unethical behavior effect seems to depend on winning, rather than on mere success. Providing insight into the issue is important in gaining understanding of how unethical behavior may cascade from exposure to competitive settings.

Abstract

Winning a competition engenders subsequent unrelated unethical behavior. Five studies reveal that after a competition has taken place winners behave more dishonestly than competition losers. Studies 1 and 2 demonstrate that winning a competition increases the likelihood of winners to steal money from their counterparts in a subsequent unrelated task. Studies 3a and 3b demonstrate that the effect holds only when winning means performing better than others (i.e., determined in reference to others) but not when success is determined by chance or in reference to a personal goal. Finally, study 4 demonstrates that a possible mechanism underlying the effect is an enhanced sense of entitlement among competition winners.

Abnormal cortical folding correlates with trait anxiety.

From Miskovich et al. at the Univ. of Wisconsin, Milwaukee :

Dispositional anxiety is a stable personality trait that is a key risk factor for internalizing disorders, and understanding the neural correlates of trait anxiety may help us better understand the development of these disorders. Abnormal cortical folding is thought to reflect differences in cortical connectivity occurring during brain development. Therefore, assessing gyrification may advance understanding of cortical development and organization associated with trait anxiety. Previous literature has revealed structural abnormalities in trait anxiety and related disorders, but no study to our knowledge has examined gyrification in trait anxiety. We utilized a relatively novel measure, the local gyrification index (LGI), to explore differences in gyrification as a function of trait anxiety. We obtained structural MRI scans using a 3T magnetic resonance scanner on 113 young adults. Results indicated a negative correlation between trait anxiety and LGI in the left superior parietal cortex, specifically the precuneus, reflecting less cortical complexity among those high on trait anxiety. Our findings suggest that aberrations in cortical gyrification in a key region of the default mode network is a correlate of trait anxiety and may reflect disrupted local parietal connectivity.

Inflated and pial surface maps of the left hemisphere demonstrating decreased gyrification in the precuneus as a function of trait anxiety.There was no relationship between anxiety and gyrification in the right hemisphere. Images on the left depict the medial view of the left hemisphere. Images on the right are a view from the top of the right hemisphere and are tilted 30 degrees to provide a better angle for viewing the cluster extent.

Moralistic gods enhance sociality.

Purzycki et al. combine laboratory experiments, cross-cultural fieldwork, and analysis of the historical record to propose that belief in judgmental deities was key to the cooperation needed to build and sustain large, complex societies.

Since the origins of agriculture, the scale of human cooperation and societal complexity has dramatically expanded. This fact challenges standard evolutionary explanations of prosociality because well-studied mechanisms of cooperation based on genetic relatedness, reciprocity and partner choice falter as people increasingly engage in fleeting transactions with genetically unrelated strangers in large anonymous groups. To explain this rapid expansion of prosociality, researchers have proposed several mechanisms. Here we focus on one key hypothesis: cognitive representations of gods as increasingly knowledgeable and punitive, and who sanction violators of interpersonal social norms, foster and sustain the expansion of cooperation, trust and fairness towards co-religionist strangers. We tested this hypothesis using extensive ethnographic interviews and two behavioural games designed to measure impartial rule-following among people (n = 591, observations = 35,400) from eight diverse communities from around the world: (1) inland Tanna, Vanuatu; (2) coastal Tanna, Vanuatu; (3) Yasawa, Fiji; (4) Lovu, Fiji; (5) Pesqueiro, Brazil; (6) Pointe aux Piments, Mauritius; (7) the Tyva Republic (Siberia), Russia; and (8) Hadzaland, Tanzania. Participants reported adherence to a wide array of world religious traditions including Christianity, Hinduism and Buddhism, as well as notably diverse local traditions, including animism and ancestor worship. Holding a range of relevant variables constant, the higher participants rated their moralistic gods as punitive and knowledgeable about human thoughts and actions, the more coins they allocated to geographically distant co-religionist strangers relative to both themselves and local co-religionists. Our results support the hypothesis that beliefs in moralistic, punitive and knowing gods increase impartial behaviour towards distant co-religionists, and therefore can contribute to the expansion of prosociality.

Creative cognition and brain network dynamics.

Beaty et al. do a review that notes trends in recent neuroimaging studies suggesting that creative cognition involves increased cooperation of the default and executive control networks of our brain (Motivated readers can obtain the article from me.)

Several recent neuroimaging studies have found that creative cognition involves increased cooperation of the default and executive control networks, brain systems linked to self-generated thought and cognitive control.

Default–control network interactions occur during cognitive tasks that involve the generation and evaluation of creative ideas. This pattern of brain network connectivity has been reported across domain-general creative problem solving (e.g., divergent thinking) and domain-specific artistic performance (e.g., poetry composition, musical improvisation, and visual art production).

Default network activity during creative cognition appears to reflect the spontaneous generation of candidate ideas, or potentially useful information derived from long-term memory.

The control network may couple with the default network during idea generation or evaluation to constrain cognition to meet specific task goals.

Dorsolateral Prefrontal Cortex Connectivity During Musical Improvisation. The right dorsolateral prefrontal cortex (DLPFC; green) shows differential connectivity as a function of task goals during musical improvisation in professional pianists. (A) Functional connectivity associated with the goal of using specific sets of piano keys; brain maps show increased coupling between the right DLPFC and motor regions (yellow, e.g., dorsal pre-motor area and the pre-supplementary motor area). (B) Functional connectivity associated with the goal of expressing specific emotions; brain maps show increased coupling between the right DLPFC and default network regions [blue, e.g., medial prefrontal cortex (MPFC), posterior cingulate cortex (PCC), and bilateral inferior parietal lobule (IPL)].

A mindfulness meditation intervention enhances connectivity of brain executive and default modes and lowers inflammation markers.

Creswell et al. recruited 35 stressed-out adult job-seekers, getting half to participate in an intensive three-day mindfulness meditation retreat while the other half completed a three day relaxation retreat program without the mindfulness component. Brain scans and blood samples were obtained before and four months after the program. The result was that mindfulness meditation correlated with reduced blood levels of interleukin-6, a marker of stress and inflammation, and increased functional connectivity between the participants’ resting default mode network and areas in the dorsolateral prefrontal cortex important to attention and executive control. Neither of these changes were seen in participants who received only the relaxation training. The suggestion is that the brain changes cause the decrease in inflammatory markers. Here are some clips of context from their introduction:

Mindfulness meditation training programs, which train receptive attention and awareness to one’s present moment experience, have been shown to improve a broad range of stress-related psychiatric and physical health outcomes in initial randomized controlled trials...recent well-controlled studies indicate that mindfulness meditation training may reduce markers of inflammation (C Reactive Protein, Interleukin-6 (IL-6), neurogenic inflammation) in stressed individuals.

One possibility is that mindfulness meditation training alters resting state functional connectivity (rsFC) of brain networks implicated in mind wandering (the Default Mode Network, DMN) and executive control (the Executive Control Network, EC), which in turn improves emotion regulation, stress resilience, and stress-related health outcomes in at-risk patient populations.... a cross-sectional study (N=25) showed that advanced mindfulness meditation practitioners had increased functional connectivity of a key hub in the default mode network (DMN) (i.e., posterior cingulate cortex) with regions considered to be important in top down executive control (EC) (dorsolateral prefrontal cortex, dorsal ACC), both at rest and during a guided mindfulness meditation practice. This coupling of one’s DMN at rest with regions of the EC network may be important for emotion regulation and stress resilience effects, as greater activation and functional connectivity of EC regions, such as the dlPFC, is associated with reduced pain, negative affect, and stress.

Here we provide the first experimental test of whether an intensive 3-day mindfulness meditation training intervention (relative to a relaxation training intervention) alters DMN connectivity and circulating IL-6 in a high stress unemployed job-seeking community sample. IL-6 is an established clinical health biomarker that is elevated in high stress populations and is associated with elevated cardiovascular disease and mortality risk... unemployment is a well-known chronic stressor that can foster a loss of control, helplessness, and financial setbacks, and unemployment is associated with elevated inflammation. Building on initial cross-sectional evidence (17), we hypothesized that mindfulness meditation training would increase rsFC between the DMN and regions implicated in attention and executive control (dlPFC and dACC). Moreover, we tested whether mindfulness meditation training (relative to relaxation training) decreased circulating IL-6 at 4-month follow up, and whether pre-post intervention increases in DMN-dlPFC rsFC mediated IL-6 improvements at 4-month follow-up.

Forming Beliefs: Why Valence Matters.

Sharot and Garrett do a review article that puts their work on how we see through rose colored glasses, mentioned in a previous MindBlog post, in perspective (Motivated readers can obtain a copy from me).

One of the most salient attributes of information is valence: whether a piece of news is good or bad. Contrary to classic learning theories, which implicitly assume beliefs are adjusted similarly regardless of valence, we review evidence suggesting that different rules and mechanisms underlie learning from desirable and undesirable information. For self-relevant beliefs this asymmetry generates a positive bias, with significant implications for individuals and society. We discuss the boundaries of this asymmetry, characterize the neural system supporting it, and describe how changes in this circuit are related to individual differences in behavior.

A neural crossroads of psychiatric illnesses as a target for therapeutic brain stimulation

I want pass on this open source article by Downar et al. which contains some useful graphics for illustrating their point about a central role for anterior cingulate cortex and anterior insula in most psychiatric disorders. Here is their abstract:

Recent meta-analyses of structural and functional neuroimaging studies are converging on a collective core of brain regions affected across most psychiatric disorders, centered on the dorsal anterior cingulate cortex (dACC) and anterior insula. These nodes correspond well to an anterior cingulo-insular (aCIN) or ‘salience’ network, and stand at a crossroads within the functional architecture of the brain, acting as a switch to deploy other major functional networks according to motivational demands and environmental constraints. Therefore, disruption of these ‘linchpin’ areas may be disproportionately disabling, even when other networks remain intact. These regions may represent promising targets for a new generation of anatomically directed brain stimulation treatments. Here, we review the potential of the psychiatric core areas as targets for therapeutic brain stimulation in psychiatric disease.

Finally...a brain area specialized for music has been found.

Norman-Haignere, Kanwisher, and McDermott have devised a new method to computationally dissect scans from functional magnetic resonance imaging of the brain to reveal an area within the major crevice, or sulcus, of the auditory cortex in the temporal lobe just above the ears that responds to music (any kind of music, drumming, whistling, pop songs, rap, anything melodic or rhythmic) independent of general properties of sound like pitch, spectrotemporal modulation, and frequency. They also found an area for speech not explainable by standard acoustic features.

It is possible that music sensitivity is more ancient and fundamental to the human brain than speech perception, with speech having evolved from music.

The organization of human auditory cortex remains unresolved, due in part to the small stimulus sets common to fMRI studies and the overlap of neural populations within voxels. To address these challenges, we measured fMRI responses to 165 natural sounds and inferred canonical response profiles (“components”) whose weighted combinations explained voxel responses throughout auditory cortex. This analysis revealed six components, each with interpretable response characteristics despite being unconstrained by prior functional hypotheses. Four components embodied selectivity for particular acoustic features (frequency, spectrotemporal modulation, pitch). Two others exhibited pronounced selectivity for music and speech, respectively, and were not explainable by standard acoustic features. Anatomically, music and speech selectivity concentrated in distinct regions of non-primary auditory cortex. However, music selectivity was weak in raw voxel responses, and its detection required a decomposition method. Voxel decomposition identifies primary dimensions of response variation across natural sounds, revealing distinct cortical pathways for music and speech.

A 50 year misunderstanding of how we decide to initiate action - our intuition is valid

A commonly accepted assumption (that underlies all of the essays at dericbownds.net and many mindblog posts) is that a line of experiments starting in the early 1980s with Benjamin Libet’s work has demonstrated that our brains initiate an action 300 sec or more before our conscious ‘urge’ to move. It is as if we are ‘late’ to action because separate pathways are initiating the actual movement and our delayed ‘intention’ to move. This counterintuitive paradox has generated vigorous controversy for many years, debate of its implications regarding ‘free will’, etc.

Schurger et al. point out that the ‘readiness potential’ (RP, a slow build-up of scalp electrical potential preceding the onset of subjectively spontaneous voluntary movements ) discovered 50 years ago was presumed to reflect the consequence of decision process in the brain (‘the electro-physiological sign of planning, preparation, and initiation of volitional acts’). A new generation of experiments is now suggesting that brain activity preceding spontaneous voluntary movements (SVMs) "may reflect the ebb and flow of background neuronal noise, rather than the outcome of a specific neural event corresponding to a ‘decision’ to initiate movement... [Several studies] have converged in showing that bounded-integration processes, which involve the accumulation of noisy evidence until a decision threshold is reached, offer a coherent and plausible explanation for the apparent pre-movement build-up of neuronal activity."

SVMs rely on the same neural decision mechanism used for perceptual decisions – integration to bound – except that in this case there is no specific external sensory evidence to integrate. In particular, when actions are initiated spontaneously rather than in response to a sensory cue, the process of integration to bound is dominated by ongoing stochastic fluctuations in neural activity that influence the precise moment at which the decision threshold is reached. In this context, time locking to movement onset means time locking to crests in these temporally autocorrelated background fluctuations, which results in the appearance of a slow, nonlinear build-up in the average. This in turn gives the natural but erroneous impression of a goal-directed brain process corresponding to the ‘cerebral initiation of a spontaneous voluntary act’

The Philosophical Implications:

Many have found Libet et al.’s results so striking because they appear to clash with our commonsense view of action initiation. However, the novel interpretation of the RP that the stochastic decision model provides actually suggests a close correspondence between the two. When one forms an intention to act, one is significantly disposed to act but not yet fully committed. The commitment comes when one finally decides to act. The stochastic decision model reveals a remarkably similar picture on the neuronal level, with the decision to act being a threshold-crossing neural event that is preceded by a neural tendency toward this event.

In addition, dropping the problematic theoretical assumption that a decision to act cannot occur without being conscious also helps to dispel the apparent air of ‘paradox’ surrounding these findings. As with other types of mental occurrence, the decision to initiate an action can occur before one is aware of it. So we can identify the neural initiating event with a decision that we may become aware of only a brief instant later. All this leaves our commonsense picture largely intact.

Finally, distinguishing between the decision to act and the earlier forming of an intention fits well with the distinction between a prediction and a forecast. If our concern is merely forecasting, what is relevant is the less-committed event of an intention's forming, which we identify with the neural tendency. If our concern is prediction, we should focus on the later event of deciding, which we identify with the crossing of the threshold.

Added Note: Those interested in this vein of work might check Schultze-Kraft et al.:

In humans, spontaneous movements are often preceded by early brain signals. One such signal is the readiness potential (RP) that gradually arises within the last second preceding a movement. An important question is whether people are able to cancel movements after the elicitation of such RPs, and if so until which point in time. Here, subjects played a game where they tried to press a button to earn points in a challenge with a brain–computer interface (BCI) that had been trained to detect their RPs in real time and to emit stop signals. Our data suggest that subjects can still veto a movement even after the onset of the RP. Cancellation of movements was possible if stop signals occurred earlier than 200 ms before movement onset, thus constituting a point of no return.

Our eye movements are coupled to our heartbeats.

A fascinating finding by Ohl et al. that the darting about of our eyes (saccades) during visual search is coupled to our heart rate (the R-R interval), proving a powerful influence of body on visuomotor functioning.

ABSTRACT

During visual fixation, the eye generates microsaccades and slower components of fixational eye movements that are part of the visual processing strategy in humans. Here, we show that ongoing heartbeat is coupled to temporal rate variations in the generation of microsaccades. Using coregistration of eye recording and ECG in humans, we tested the hypothesis that microsaccade onsets are coupled to the relative phase of the R-R intervals in heartbeats. We observed significantly more microsaccades during the early phase after the R peak in the ECG. This form of coupling between heartbeat and eye movements was substantiated by the additional finding of a coupling between heart phase and motion activity in slow fixational eye movements; i.e., retinal image slip caused by physiological drift. Our findings therefore demonstrate a coupling of the oculomotor system and ongoing heartbeat, which provides further evidence for bodily influences on visuomotor functioning. 

SIGNIFICANCE STATEMENT

In the present study, we show that microsaccades are coupled to heartbeat. Moreover, we revealed a strong modulation of slow eye movements around the R peak in the ECG. These results suggest that heartbeat as a basic physiological signal is related to statistical modulations of fixational eye movements, in particular, the generation of microsaccades. Therefore, our findings add a new perspective on the principles underlying the generation of fixational eye movements. Importantly, our study highlights the need to record eye movements when studying the influence of heartbeat in neuroscience to avoid misinterpretation of eye-movement-related artifacts as heart-evoked modulations of neural processing.

What makes political leaders influential?

Brinke et al. examine whether politicians who ascend to influence have been driven by Aristotelian or Machiavellian values (i.e., virtue versus vice). Is political influence was to be found in virtuous practices such as temperance, courage, kindness, and humility; or, does it require force, fraud, manipulation, and strategic violence? Hmmmm....where would we place Ted Cruz and Donald Trump with regard to these qualities?

What qualities make a political leader more influential or less influential? Philosophers, political scientists, and psychologists have puzzled over this question, positing two opposing routes to political power—one driven by human virtues, such as courage and wisdom, and the other driven by vices, such as Machiavellianism and psychopathy. By coding nonverbal behaviors displayed in political speeches, we assessed the virtues and vices of 151 U.S. senators. We found that virtuous senators became more influential after they assumed leadership roles, whereas senators who displayed behaviors consistent with vices—particularly psychopathy—became no more influential or even less influential after they assumed leadership roles. Our results inform a long-standing debate about the role of morality and ethics in leadership and have important implications for electing effective government officials. Citizens would be wise to consider a candidate’s virtue in casting their votes, which might increase the likelihood that elected officials will have genuine concern for their constituents and simultaneously promote cooperation and progress in government.

Linking sustained attention to brain connectivity.

Rosenberg et al. find that strengths of a specific set of brain connections - even when estimated from resting state data collected when subjects are not carrying out any explicit task - can be used to predict a subject's attention ability with high accuracy. A large set of connections is involved during successful attention, and a different large set correlates with lack of attention.

Although attention plays a ubiquitous role in perception and cognition, researchers lack a simple way to measure a person's overall attentional abilities. Because behavioral measures are diverse and difficult to standardize, we pursued a neuromarker of an important aspect of attention, sustained attention, using functional magnetic resonance imaging. To this end, we identified functional brain networks whose strength during a sustained attention task predicted individual differences in performance. Models based on these networks generalized to previously unseen individuals, even predicting performance from resting-state connectivity alone. Furthermore, these same models predicted a clinical measure of attention—symptoms of attention deficit hyperactivity disorder—from resting-state connectivity in an independent sample of children and adolescents. These results demonstrate that whole-brain functional network strength provides a broadly applicable neuromarker of sustained attention.

Functional connections predicting gradCPT performance and ADHD-RS scores. (gradCPT is a test of sustained attention and inhibition that produces a range of behavior across healthy participants, ADHD-RS is a clinical measure of attention deficit hyperactivity disorder.)