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Jung RE, Wertz CJ, Ramey SJ, Mims RL, Flores RA, Chohan MO. Subcortical contributions to higher cognitive function in tumour patients undergoing awake craniotomy. Brain Commun 2020; 2:fcaa084. [PMID: 32954333 PMCID: PMC7472899 DOI: 10.1093/braincomms/fcaa084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 04/14/2020] [Accepted: 05/11/2020] [Indexed: 11/13/2022] Open
Abstract
Primary brain tumours often occur near eloquent regions, affecting language, motor and memory capacity, with awake mapping and tailored resection designed to preserve higher cognitive functioning. The effects of such tumours on subcortical structures, including the thalamus and basal ganglia, have been largely unexplored, in spite of the known importance of such structures to higher cognitive functioning. We sought to explore the effects of volume changes of subcortical structures on cognition, in 62 consecutive patients diagnosed with primary brain tumour and cavernous malformations, referred to our neurosurgical practice. We found right caudate to be highly predictive of intelligence, left pallidum of total neuropsychological function and right hippocampus of mood. Our study is the largest of its kind in exploring subcortical substrates of higher cognition in consecutive patients with brain tumours. This research supports prior literature, showing subcortical structures to be related to higher cognitive functioning, particularly measures of memory and executive functioning implicated in fronto-subcortical circuits. Furthermore, involvement of right mesial temporal structures in mood, further strengthens the central role of Papez circuit in emotional quality of cognition. Attention to subcortical integrity is likely to be important in discussing postsurgical cognitive outcome with patients and their families.
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Affiliation(s)
- Rex E Jung
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87102, USA
| | - Christopher J Wertz
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87102, USA
| | - Shannan J Ramey
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87102, USA
| | - Ron L Mims
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87102, USA
| | - Ranee A Flores
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87102, USA
| | - Muhammad O Chohan
- Department of Neurosurgery, University of New Mexico, Albuquerque, NM 87102, USA
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Bashwiner DM, Bacon DK, Wertz CJ, Flores RA, Chohan MO, Jung RE. Resting state functional connectivity underlying musical creativity. Neuroimage 2020; 218:116940. [PMID: 32422402 DOI: 10.1016/j.neuroimage.2020.116940] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 04/28/2020] [Accepted: 05/08/2020] [Indexed: 10/24/2022] Open
Abstract
While the behavior of "being musically creative"- improvising, composing, songwriting, etc.-is undoubtedly a complex and highly variable one, recent neuroscientific investigation has offered significant insight into the neural underpinnings of many of the creative processes contributing to such behavior. A previous study from our research group (Bashwiner et al., 2016), which examined two aspects of brain structure as a function of creative musical experience, found significantly increased cortical surface area or subcortical volume in regions of the default-mode network, a motor planning network, and a "limbic" network. The present study sought to determine how these regions coordinate with one another and with other regions of the brain in a large number of participants (n = 218) during a task-neutral period, i.e., during the "resting state." Deriving from the previous study's results a set of eleven regions of interest (ROIs), the present study analyzed the resting-state functional connectivity (RSFC) from each of these seed regions as a function of creative musical experience (assessed via our Musical Creativity Questionnaire). Of the eleven ROIs investigated, nine showed significant correlations with a total of 22 clusters throughout the brain, the most significant being located in bilateral cerebellum, right inferior frontal gyrus, midline thalamus (particularly the mediodorsal nucleus), and medial premotor regions. These results support prior reports (by ourselves and others) implicating regions of the default-mode, executive, and motor-planning networks in musical creativity, while additionally-and somewhat unanticipatedly-including a potentially much larger role for the salience network than has been previously reported in studies of musical creativity.
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Affiliation(s)
- David M Bashwiner
- University of New Mexico, Department of Music, MSC04-2570, l University of New Mexico, Albuquerque, NM, 87131, USA.
| | - Donna K Bacon
- University of New Mexico, Department of Music, MSC04-2570, l University of New Mexico, Albuquerque, NM, 87131, USA; Brain and Behavioral Associates, 1014 Lomas Boulevard NW, Albuquerque, NM, 87102, USA; University of New Mexico, Department of Psychology, MXC03-2220, l University of New Mexico, Albuquerque, NM, 87131, USA
| | - Christopher J Wertz
- Brain and Behavioral Associates, 1014 Lomas Boulevard NW, Albuquerque, NM, 87102, USA
| | - Ranee A Flores
- Brain and Behavioral Associates, 1014 Lomas Boulevard NW, Albuquerque, NM, 87102, USA
| | - Muhammad O Chohan
- University of New Mexico, Health Sciences Center SOM, Department of Neurosurgery, MSC10-5615, 1 University of New Mexico, Albuquerque, NM, 87131, USA
| | - Rex E Jung
- Brain and Behavioral Associates, 1014 Lomas Boulevard NW, Albuquerque, NM, 87102, USA; University of New Mexico, Department of Psychology, MXC03-2220, l University of New Mexico, Albuquerque, NM, 87131, USA; University of New Mexico, Department of Neurosurgery, MSC10-5615, 1 University of New Mexico, Albuquerque, NM, 87131, USA
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Wertz CJ, Chohan MO, Ramey SJ, Flores RA, Jung RE. White matter correlates of creative cognition in a normal cohort. Neuroimage 2020; 208:116293. [DOI: 10.1016/j.neuroimage.2019.116293] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 09/12/2019] [Accepted: 10/16/2019] [Indexed: 10/25/2022] Open
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Wertz CJ, Chohan MO, Flores RA, Jung RE. Neuroanatomy of creative achievement. Neuroimage 2019; 209:116487. [PMID: 31874258 DOI: 10.1016/j.neuroimage.2019.116487] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 12/12/2019] [Accepted: 12/20/2019] [Indexed: 12/29/2022] Open
Abstract
Very few studies have investigated neuroanatomical correlates of "everyday" creative achievement in cohorts of normal subjects. In previous research, we first showed that scores on the Creative Achievement Questionnaire (CAQ) were associated with lower cortical thickness within the left lateral orbitofrontal gyrus (LOFG), and increased thickness of the right angular gyrus (AG) (Jung et al., 2010). Newer studies found the CAQ to be associated with decreased volume of the rostral anterior cingulate cortex (ACC), and that artistic and scientific creativity was associated with increased and decreased volumes within the executive control network and salience network (Shi et al., 2017). We desired to replicate and extend our previous study in a larger cohort (N = 248), comprised of subjects studying and working in science, technology, engineering, and math (STEM). Subjects were young (Range = 16-32; Mean age = 21.8; s.d. = 3.5) all of whom were administered the CAQ, from which we derived artistic and scientific creativity factors. All subjects underwent structural MRI on a 3 T scanner from which cortical thickness, area, and volume measures were obtained using FreeSurfer. Our results showed mostly cortical thinning in relation to total, scientific, and artistic creative achievement encompassing many regions involved in the cognitive control network (CCN) and default mode network (DMN).
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Affiliation(s)
| | - Muhammad O Chohan
- University of New Mexico, Department of Neurosurgery, Albuquerque, NM, USA
| | - Ranee A Flores
- University of New Mexico, Department of Neurosurgery, Albuquerque, NM, USA
| | - Rex E Jung
- University of New Mexico, Department of Neurosurgery, Albuquerque, NM, USA.
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Roldan PC, Jung RE, Sibbitt WL, Qualls CR, Flores RA, Roldan CA. Correlation of neurocognitive function and brain lesion load on magnetic resonance imaging in systemic lupus erythematosus. Rheumatol Int 2018; 38:1539-1546. [PMID: 29948000 DOI: 10.1007/s00296-018-4080-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 06/06/2018] [Indexed: 10/14/2022]
Abstract
Neurocognitive dysfunction and brain injury on magnetic resonance imaging (MRI) are common in patients with systemic lupus erythematosus (SLE) and are associated with increased morbidity and mortality. However, brain MRI is expensive, is restricted by payers, and requires high expertise. Neurocognitive assessment is an easily available, safe, and inexpensive clinical tool that may select patients needing brain MRI. In this cross-sectional and controlled study, 76 SLE patients (69 women, age 37 ± 12 years) and 26 age and gender-matched healthy subjects (22 women, age 34 ± 11 years) underwent assessment of attention, memory, processing speed, executive function, motor function, and global neurocognitive function. All subjects underwent brain MRI with T1-weighted, fluid-attenuated inversion recovery (FLAIR), and diffusion-weighted imaging. Hemispheric and whole brain lesion load in cm3 were determined using semi-automated methods. Neurocognitive z-scores in all clinical domains were significantly lower and whole brain and right and left hemispheres brain lesion load were significantly greater in patients than in controls (all p ≤ 0.02). There was significant correlation between neurocognitive z-scores in all domains and whole brain lesion load: processing speed (r = - 0.46; p < 0.0001), attention (r = - 0.42; p < 0.001), memory (r = - 0.40; p = 0.0004), executive function (r = - 0.25; p = 0.03), motor function (r = - 0.25; p = 0.05), and global neurocognitive function (r = - 0.38; p = 0.006). Similar correlations were found for brain hemisphere lesion loads (all p ≤ 0.05). These correlations were strengthened when adjusted for glucocorticoid therapy and SLE disease activity index. Finally, global neurocognitive z-score and erythrosedimentation rate were the only independent predictors of whole brain lesion load (both p ≤ 0.007). Neurocognitive measures and brain lesion load are worse in SLE patients than in controls. In SLE patients, neurocognitive z-scores correlate negatively with and independently predict brain lesion load. Therefore, neurocognitive testing may be an effective clinical tool to select patients needing brain MRI.
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Affiliation(s)
- Paola C Roldan
- Department of Medicine, Divisions of Cardiology and Rheumatology, University of New Mexico School of Medicine, Cardiology 5-ACC, MSC 10-5550, 1 University of New Mexico, Albuquerque, NM, 87131-0001, USA
| | - Rex E Jung
- Department of Medicine, Divisions of Cardiology and Rheumatology, University of New Mexico School of Medicine, Cardiology 5-ACC, MSC 10-5550, 1 University of New Mexico, Albuquerque, NM, 87131-0001, USA
| | - Wilmer L Sibbitt
- Department of Medicine, Divisions of Cardiology and Rheumatology, University of New Mexico School of Medicine, Cardiology 5-ACC, MSC 10-5550, 1 University of New Mexico, Albuquerque, NM, 87131-0001, USA
| | - Clifford R Qualls
- Department of Medicine, Divisions of Cardiology and Rheumatology, University of New Mexico School of Medicine, Cardiology 5-ACC, MSC 10-5550, 1 University of New Mexico, Albuquerque, NM, 87131-0001, USA
| | - Ranee A Flores
- Department of Medicine, Divisions of Cardiology and Rheumatology, University of New Mexico School of Medicine, Cardiology 5-ACC, MSC 10-5550, 1 University of New Mexico, Albuquerque, NM, 87131-0001, USA
| | - Carlos A Roldan
- Department of Medicine, Divisions of Cardiology and Rheumatology, University of New Mexico School of Medicine, Cardiology 5-ACC, MSC 10-5550, 1 University of New Mexico, Albuquerque, NM, 87131-0001, USA.
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Vartanian O, Wertz CJ, Flores RA, Beatty EL, Smith I, Blackler K, Lam Q, Jung RE. Structural correlates of Openness and Intellect: Implications for the contribution of personality to creativity. Hum Brain Mapp 2018; 39:2987-2996. [PMID: 29656437 DOI: 10.1002/hbm.24054] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Revised: 02/15/2018] [Accepted: 03/12/2018] [Indexed: 12/12/2022] Open
Abstract
Openness/Intellect (i.e., openness to experience) is the Big Five personality factor most consistently associated with individual differences in creativity. Recent psychometric evidence has demonstrated that this factor consists of two distinct aspects-Intellect and Openness. Whereas Intellect reflects perceived intelligence and intellectual engagement, Openness reflects engagement with fantasy, perception, and aesthetics. We investigated the extent to which Openness and Intellect are associated with variations in brain structure as measured by cortical thickness, area, and volume (N = 185). Our results demonstrated that Openness was correlated inversely with cortical thickness and volume in left middle frontal gyrus (BA 6), middle temporal gyrus (MTG, BA 21), and superior temporal gyrus (BA 41), and exclusively with cortical thickness in left inferior parietal lobule (BA 40), right inferior frontal gyrus (IFG, BA 45), and MTG (BA 37). When age and sex were statistically controlled for, the inverse correlations between Openness and cortical thickness remained statistically significant for all regions except left MTG, whereas the correlations involving cortical volume remained statistically significant only for left middle frontal gyrus. There was no statistically significant correlation between Openness and cortical area, and no statistically significant correlation between Intellect and cortical thickness, area, or volume. Our results demonstrate that individual differences in Openness are correlated with variation in brain structure-particularly as indexed by cortical thickness. Given the involvement of the above regions in processes related to memory and cognitive control, we discuss the implications of our findings for the possible contribution of personality to creative cognition.
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Affiliation(s)
- Oshin Vartanian
- Defence Research and Development Canada, Toronto, Ontario, Canada.,University of Toronto, Toronto, Ontario, Canada
| | | | - Ranee A Flores
- University of New Mexico Albuquerque, Albuquerque, New Mexico
| | - Erin L Beatty
- Defence Research and Development Canada, Toronto, Ontario, Canada.,University of Southern Denmark, Odense, Denmark
| | - Ingrid Smith
- Defence Research and Development Canada, Toronto, Ontario, Canada
| | - Kristen Blackler
- Defence Research and Development Canada, Toronto, Ontario, Canada
| | - Quan Lam
- Defence Research and Development Canada, Toronto, Ontario, Canada
| | - Rex E Jung
- University of New Mexico Albuquerque, Albuquerque, New Mexico
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Ryman SG, Yeo RA, Witkiewitz K, Vakhtin AA, van den Heuvel M, de Reus M, Flores RA, Wertz CR, Jung RE. Fronto-Parietal gray matter and white matter efficiency differentially predict intelligence in males and females. Hum Brain Mapp 2018; 37:4006-4016. [PMID: 27329671 DOI: 10.1002/hbm.23291] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2015] [Revised: 05/03/2016] [Accepted: 06/08/2016] [Indexed: 11/10/2022] Open
Abstract
While there are minimal sex differences in overall intelligence, males, on average, have larger total brain volume and corresponding regional brain volumes compared to females, measures that are consistently related to intelligence. Limited research has examined which other brain characteristics may differentially contribute to intelligence in females to facilitate equal performance on intelligence measures. Recent reports of sex differences in the neural characteristics of the brain further highlight the need to differentiate how the structural neural characteristics relate to intellectual ability in males and females. The current study utilized a graph network approach in conjunction with structural equation modeling to examine potential sex differences in the relationship between white matter efficiency, fronto-parietal gray matter volume, and general cognitive ability (GCA). Participants were healthy adults (n = 244) who completed a battery of cognitive testing and underwent structural neuroimaging. Results indicated that in males, a latent factor of fronto-parietal gray matter was significantly related to GCA when controlling for total gray matter volume. In females, white matter efficiency and total gray matter volume were significantly related to GCA, with no specificity of the fronto-parietal gray matter factor over and above total gray matter volume. This work highlights that different neural characteristics across males and females may contribute to performance on intelligence measures. Hum Brain Mapp 37:4006-4016, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Sephira G Ryman
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico.
| | - Ronald A Yeo
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico
| | - Katie Witkiewitz
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico
| | - Andrei A Vakhtin
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico
| | - Martijn van den Heuvel
- Brain Center Rudolf Magnus, Department of Psychiatry, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marcel de Reus
- Brain Center Rudolf Magnus, Department of Psychiatry, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Ranee A Flores
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico
| | | | - Rex E Jung
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico
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Abstract
Imagination involves episodic memory retrieval, visualization, mental simulation, spatial navigation, and future thinking, making it a complex cognitive construct. Prior studies of imagination have attempted to study various elements of imagination (e.g., visualization), but none have attempted to capture the entirety of imagination ability in a single instrument. Here we describe the Hunter Imagination Questionnaire (HIQ), an instrument designed to assess imagination over an extended period of time, in a naturalistic manner. We hypothesized that the HIQ would be related to measures of creative achievement and to a network of brain regions previously identified to be important to imagination/creative abilities. Eighty subjects were administered the HIQ in an online format; all subjects were administered a broad battery of tests including measures of intelligence, personality, and aptitude, as well as structural Magnetic Resonance Imaging (sMRI). Responses of the HIQ were found to be normally distributed, and exploratory factor analysis yielded four factors. Internal consistency of the HIQ ranged from 0.76 to 0.79, and two factors (“Implementation” and “Learning”) were significantly related to measures of Creative Achievement (Scientific—r = 0.26 and Writing—r = 0.31, respectively), suggesting concurrent validity. We found that the HIQ and its factors were related to a broad network of brain volumes including increased bilateral hippocampi, lingual gyrus, and caudal/rostral middle frontal lobe, and decreased volumes within the nucleus accumbens and regions within the default mode network (e.g., precuneus, posterior cingulate, transverse temporal lobe). The HIQ was found to be a reliable and valid measure of imagination in a cohort of normal human subjects, and was related to brain volumes previously identified as central to imagination including episodic memory retrieval (e.g., hippocampus). We also identified compelling evidence suggesting imagination ability linked to decreased volumes involving the nucleus accumbens and regions within the default mode network. Future research will be important to assess the stability of this instrument in different populations, as well as the complex interaction between imagination and creativity in the human brain.
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Affiliation(s)
- Rex E Jung
- Department of Psychology, University of New MexicoAlbuquerque, NM, USA; Department of Neurosurgery, University of New MexicoAlbuquerque, NM, USA
| | - Ranee A Flores
- Department of Neurosurgery, University of New Mexico Albuquerque, NM, USA
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Jung RE, Wertz CJ, Meadows CA, Ryman SG, Vakhtin AA, Flores RA. Quantity yields quality when it comes to creativity: a brain and behavioral test of the equal-odds rule. Front Psychol 2015; 6:864. [PMID: 26161075 PMCID: PMC4479710 DOI: 10.3389/fpsyg.2015.00864] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Accepted: 06/12/2015] [Indexed: 11/18/2022] Open
Abstract
The creativity research community is in search of a viable cognitive measure providing support for behavioral observations that higher ideational output is often associated with higher creativity (known as the equal-odds rule). One such measure has included divergent thinking: the production of many examples or uses for a common or single object or image. We sought to test the equal-odds rule using a measure of divergent thinking, and applied the consensual assessment technique to determine creative responses as opposed to merely original responses. We also sought to determine structural brain correlates of both ideational fluency and ideational creativity. Two-hundred forty-six subjects were subjected to a broad battery of behavioral measures, including a core measure of divergent thinking (Foresight), and measures of intelligence, creative achievement, and personality (i.e., Openness to Experience). Cortical thickness and subcortical volumes (e.g., thalamus) were measured using automated techniques (FreeSurfer). We found that higher number of responses on the divergent thinking task was significantly associated with higher creativity (r = 0.73) as independently assessed by three judges. Moreover, we found that creativity was predicted by cortical thickness in regions including the left frontal pole and left parahippocampal gyrus. These results support the equal-odds rule, and provide neuronal evidence implicating brain regions involved with “thinking about the future” and “extracting future prospects.”
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Affiliation(s)
- Rex E Jung
- Department of Psychology, University of New Mexico Albuquerque, NM, USA ; Department of Neurosurgery, University of New Mexico Albuquerque, NM, USA
| | | | | | - Sephira G Ryman
- Department of Psychology, University of New Mexico Albuquerque, NM, USA
| | - Andrei A Vakhtin
- Department of Psychology, University of New Mexico Albuquerque, NM, USA
| | - Ranee A Flores
- Department of Neurosurgery, University of New Mexico Albuquerque, NM, USA
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Bailard NS, Flores RA. Could opioid sparing, rather than a direct non-steroidal anti-inflammatory drug effect, be responsible for improved survival after conservative breast surgery? Br J Anaesth 2015; 114:527. [PMID: 25694564 DOI: 10.1093/bja/aev014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Ryman SG, van den Heuvel MP, Yeo RA, Caprihan A, Carrasco J, Vakhtin AA, Flores RA, Wertz C, Jung RE. Sex differences in the relationship between white matter connectivity and creativity. Neuroimage 2014; 101:380-9. [PMID: 25064665 DOI: 10.1016/j.neuroimage.2014.07.027] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2014] [Revised: 07/10/2014] [Accepted: 07/16/2014] [Indexed: 11/20/2022] Open
Abstract
Creative cognition emerges from a complex network of interacting brain regions. This study investigated the relationship between the structural organization of the human brain and aspects of creative cognition tapped by divergent thinking tasks. Diffusion weighted imaging (DWI) was used to obtain fiber tracts from 83 segmented cortical regions. This information was represented as a network and metrics of connectivity organization, including connectivity strength, clustering and communication efficiency were computed, and their relationship to individual levels of creativity was examined. Permutation testing identified significant sex differences in the relationship between global connectivity and creativity as measured by divergent thinking tests. Females demonstrated significant inverse relationships between global connectivity and creative cognition, whereas there were no significant relationships observed in males. Node specific analyses revealed inverse relationships across measures of connectivity, efficiency, clustering and creative cognition in widespread regions in females. Our findings suggest that females involve more regions of the brain in processing to produce novel ideas to solutions, perhaps at the expense of efficiency (greater path lengths). Males, in contrast, exhibited few, relatively weak positive relationships across these measures. Extending recent observations of sex differences in connectome structure, our findings of sexually dimorphic relationships suggest a unique topological organization of connectivity underlying the generation of novel ideas in males and females.
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Affiliation(s)
- Sephira G Ryman
- University of New Mexico Department of Neurosurgery, USA; University of New Mexico Department of Psychology, USA
| | | | - Ronald A Yeo
- University of New Mexico Department of Psychology, USA
| | | | - Jessica Carrasco
- University of New Mexico Department of Neurosurgery, USA; University of New Mexico Department of Psychology, USA
| | - Andrei A Vakhtin
- University of New Mexico Department of Neurosurgery, USA; University of New Mexico Department of Psychology, USA
| | - Ranee A Flores
- University of New Mexico Department of Neurosurgery, USA
| | | | - Rex E Jung
- University of New Mexico Department of Neurosurgery, USA; University of New Mexico Department of Psychology, USA.
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Jung RE, Ryman SG, Vakhtin AA, Carrasco J, Wertz C, Flores RA. Subcortical correlates of individual differences in aptitude. PLoS One 2014; 9:e89425. [PMID: 24586770 PMCID: PMC3934897 DOI: 10.1371/journal.pone.0089425] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2013] [Accepted: 01/21/2014] [Indexed: 11/19/2022] Open
Abstract
The study of individual differences encompasses broad constructs including intelligence, creativity, and personality. However, substantially less research is devoted to the study of specific aptitudes in spite of their importance to educational, occupational, and avocational success. We sought to determine subcortical brain structural correlates of several broad aptitudes including Math, Vocabulary, Foresight, Paper Folding, and Inductive Reasoning in a large (N = 107), healthy, young (age range = 16-29) cohort. Subcortical volumes were measured using an automated technique (FreeSurfer) across structures including bilateral caudate, putamen, globus pallidus, thalamus, nucleus accumbens, hippocampus, amygdala, and five equal regions of the corpus callosum. We found that performance on measures of each aptitude was predicted by different subcortical structures: Math--higher right nucleus accumbens volume; Vocabulary--higher left hippocampus volume; Paper Folding--higher right thalamus volume; Foresight--lower right thalamus and higher mid anterior corpus callosum volume; Inductive Reasoning--higher mid anterior corpus callosum volume. Our results support general findings, within the cognitive neurosciences, showing lateralization of structure-function relationships, as well as more specific relationships between individual structures (e.g., left hippocampus) and functions relevant to particular aptitudes (e.g., Vocabulary).
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Affiliation(s)
- Rex E. Jung
- Department of Neurosurgery, University of New Mexico, Albuquerque, New Mexico, United States of America
- * E-mail:
| | - Sephira G. Ryman
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico, United States of America
| | - Andrei A. Vakhtin
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico, United States of America
| | - Jessica Carrasco
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico, United States of America
| | - Chris Wertz
- Department of Neurosurgery, University of New Mexico, Albuquerque, New Mexico, United States of America
| | - Ranee A. Flores
- Department of Neurosurgery, University of New Mexico, Albuquerque, New Mexico, United States of America
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Abstract
Creativity is a vast construct, seemingly intractable to scientific inquiry-perhaps due to the vague concepts applied to the field of research. One attempt to limit the purview of creative cognition formulates the construct in terms of evolutionary constraints, namely that of blind variation and selective retention (BVSR). Behaviorally, one can limit the "blind variation" component to idea generation tests as manifested by measures of divergent thinking. The "selective retention" component can be represented by measures of convergent thinking, as represented by measures of remote associates. We summarize results from measures of creative cognition, correlated with structural neuroimaging measures including structural magnetic resonance imaging (sMRI), diffusion tensor imaging (DTI), and proton magnetic resonance spectroscopy (1H-MRS). We also review lesion studies, considered to be the "gold standard" of brain-behavioral studies. What emerges is a picture consistent with theories of disinhibitory brain features subserving creative cognition, as described previously (Martindale, 1981). We provide a perspective, involving aspects of the default mode network (DMN), which might provide a "first approximation" regarding how creative cognition might map on to the human brain.
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Affiliation(s)
- Rex E. Jung
- Department of Neurosurgery, University of New MexicoAlbuquerque, NM, USA
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Coffman BA, Trumbo MC, Flores RA, Garcia CM, van der Merwe AJ, Wassermann EM, Weisend MP, Clark VP. Impact of tDCS on performance and learning of target detection: interaction with stimulus characteristics and experimental design. Neuropsychologia 2012; 50:1594-602. [PMID: 22450198 DOI: 10.1016/j.neuropsychologia.2012.03.012] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2011] [Revised: 03/06/2012] [Accepted: 03/10/2012] [Indexed: 11/12/2022]
Abstract
We have previously found that transcranial direct current stimulation (tDCS) over right inferior frontal cortex (RIFC) enhances performance during learning of a difficult visual target detection task (Clark et al., 2012). In order to examine the cognitive mechanisms of tDCS that lead to enhanced performance, here we analyzed its differential effects on responses to stimuli that varied by repetition and target presence, differences related to expectancy by comparing performance in single- and double-blind task designs, and individual differences in skin stimulation and mood. Participants were trained for 1h to detect target objects hidden in a complex virtual environment, while anodal tDCS was applied over RIFC at 0.1 mA or 2.0 mA for the first 30 min. Participants were tested immediately before and after training and again 1h later. Higher tDCS current was associated with increased performance for all test stimuli, but was greatest for repeated test stimuli with the presence of hidden-targets. This finding was replicated in a second set of subjects using a double-blind task design. Accuracy for target detection discrimination sensitivity (d'; Z(hits)-Z(false alarms)) was greater for 2.0 mA current (1.77) compared with 0.1 mA (0.95), with no differences in response bias (β). Taken together, these findings indicate that the enhancement of performance with tDCS is sensitive to stimulus repetition and target presence, but not to changes in expectancy, mood, or type of blinded task design. The implications of these findings for understanding the cognitive mechanisms of tDCS are discussed.
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Affiliation(s)
- B A Coffman
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, NM 87131-2006, USA
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15
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Jung RE, Chavez RS, Flores RA, Qualls C, Sibbitt WL, Roldan CA. White matter correlates of neuropsychological dysfunction in systemic lupus erythematosus. PLoS One 2012; 7:e28373. [PMID: 22291880 PMCID: PMC3266882 DOI: 10.1371/journal.pone.0028373] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2011] [Accepted: 11/07/2011] [Indexed: 11/19/2022] Open
Abstract
Patients diagnosed with Systemic Lupus Erythematosus have similar levels of neuropsychological dysfunction (i.e., 20-50%) as those with Neuropsychiatric Systemic Lupus Erythematosus (NPSLE). We hypothesized a gradient between cognition and white matter integrity, such that strongest brain-behavior relationships would emerge in NPSLE, intermediate in non-NPSLE, and minimal in controls. We studied thirty-one patients (16 non-NPSLE; 15 NPSLE), ranging in age from 18 to 59 years old (100% female), and eighteen age and gender matched healthy controls. DTI examinations were performed on a 1.5T scanner. A broad neuropsychological battery was administered, tapping attention, memory, processing speed, and executive functioning. The Total z-score consisted of the combined sum of all neuropsychological measures. In control subjects, we found no significant FA-Total z-score correlations. NPSLE, non-NPSLE, and control subjects differed significantly in terms of Total z-score (NPSLE = -2.25+/-1.77, non-NPSLE = -1.22+/-1.03, Controls = -0.10+/-.57; F = 13.2, p<.001). In non-NPSLE subjects, FA within the right external capsule was significantly correlated with Total z-score. In NPSLE subjects, the largest FA-Total z-score clusters were observed within the left anterior thalamic radiation and right superior longitudinal fasciculus. In subsequent analyses the largest number of significant voxels linked FA with the Processing Speed z-score in NPSLE. The current results reflect objective white matter correlates of neuropsychological dysfunction in both NPSLE and (to a lesser degree) in non-NPSLE. non-NPSLE and NPSLE subjects did not differ significantly in terms of depression, as measured by the GDI; thus, previous hypotheses suggesting moderating effects of depression upon neuropsychological performance do not impact the current FA results.
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Affiliation(s)
- Rex E Jung
- Department of Neurosurgery, University of New Mexico, Albuquerque, New Mexico, United States of America.
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16
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Ryman SG, Gasparovic C, Bedrick EJ, Flores RA, Marshall AN, Jung RE. Brain biochemistry and personality: a magnetic resonance spectroscopy study. PLoS One 2011; 6:e26758. [PMID: 22073190 PMCID: PMC3207834 DOI: 10.1371/journal.pone.0026758] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2011] [Accepted: 10/04/2011] [Indexed: 11/18/2022] Open
Abstract
To investigate the biochemical correlates of normal personality we utilized proton magnetic resonance spectroscopy ((1)H-MRS). Our sample consisted of 60 subjects ranging in age from 18 to 32 (27 females). Personality was assessed with the NEO Five-Factor Inventory (NEO-FFI). We measured brain biochemistry within the precuneus, the cingulate cortex, and underlying white matter. We hypothesized that brain biochemistry within these regions would predict individual differences across major domains of personality functioning. Biochemical models were fit for all personality domains including Neuroticism, Extraversion, Openness, Agreeableness, and Conscientiousness. Our findings involved differing concentrations of Choline (Cho), Creatine (Cre), and N-acetylaspartate (NAA) in regions both within (i.e., posterior cingulate cortex) and white matter underlying (i.e., precuneus) the Default Mode Network (DMN). These results add to an emerging literature regarding personality neuroscience, and implicate biochemical integrity within the default mode network as constraining major personality domains within normal human subjects.
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Affiliation(s)
- Sephira G. Ryman
- The Mind Research Network (MRN), University of New Mexico Health Sciences Center, Albuquerque, New Mexico, United States of America
| | - Chuck Gasparovic
- The Mind Research Network (MRN), University of New Mexico Health Sciences Center, Albuquerque, New Mexico, United States of America
| | - Edward J. Bedrick
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, United States of America
| | - Ranee A. Flores
- The Mind Research Network (MRN), University of New Mexico Health Sciences Center, Albuquerque, New Mexico, United States of America
| | - Alison N. Marshall
- The Mind Research Network (MRN), University of New Mexico Health Sciences Center, Albuquerque, New Mexico, United States of America
- Department of Neurosurgery, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, United States of America
| | - Rex E. Jung
- The Mind Research Network (MRN), University of New Mexico Health Sciences Center, Albuquerque, New Mexico, United States of America
- Department of Neurosurgery, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, United States of America
- * E-mail:
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Jung RE, Caprihan A, Chavez RS, Flores RA, Sharrar J, Qualls CR, Sibbitt W, Roldan CA. Diffusion tensor imaging in neuropsychiatric systemic lupus erythematosus. BMC Neurol 2010; 10:65. [PMID: 20667115 PMCID: PMC2919505 DOI: 10.1186/1471-2377-10-65] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2009] [Accepted: 07/28/2010] [Indexed: 12/03/2022] Open
Abstract
Background Neuropsychiatric systemic lupus erythematosus (NPSLE) is associated with increased morbidity and mortality. Methods We used Diffusion Tensor Imaging (DTI) to assess white matter abnormalities in seventeen NPSLE patients, sixteen SLE patients without NPSLE, and twenty age- and gender-matched controls. Results NPSLE patients differed significantly from SLE and control patients in white matter integrity of the body of the corpus callosum, the left arm of the forceps major and the left anterior corona radiata. Conclusions Several possible mechanisms of white matter injury are explored, including vascular injury, medication effects, and platelet or fibrin macro- or microembolism from Libman-Sacks endocarditis.
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Affiliation(s)
- Rex E Jung
- The Mind Research Network, Albuquerque, New Mexico 87106, USA.
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Jung RE, Segall JM, Jeremy Bockholt H, Flores RA, Smith SM, Chavez RS, Haier RJ. Neuroanatomy of creativity. Hum Brain Mapp 2010; 31:398-409. [PMID: 19722171 PMCID: PMC2826582 DOI: 10.1002/hbm.20874] [Citation(s) in RCA: 116] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2009] [Revised: 06/15/2009] [Accepted: 07/07/2009] [Indexed: 12/14/2022] Open
Abstract
Creativity has long been a construct of interest to philosophers, psychologists and, more recently, neuroscientists. Recent efforts have focused on cognitive processes likely to be important to the manifestation of novelty and usefulness within a given social context. One such cognitive process - divergent thinking - is the process by which one extrapolates many possible answers to an initial stimulus or target data set. We sought to link well established measures of divergent thinking and creative achievement (Creative Achievement Questionnaire - CAQ) to cortical thickness in a cohort of young (23.7 +/- 4.2 years), healthy subjects. Three independent judges ranked the creative products of each subject using the consensual assessment technique (Amabile, 1982) from which a "composite creativity index" (CCI) was derived. Structural magnetic resonance imaging was obtained at 1.5 Tesla Siemens scanner. Cortical reconstruction and volumetric segmentation were performed with the FreeSurfer image analysis suite. A region within the lingual gyrus was negatively correlated with CCI; the right posterior cingulate correlated positively with the CCI. For the CAQ, lower left lateral orbitofrontal volume correlated with higher creative achievement; higher cortical thickness was related to higher scores on the CAQ in the right angular gyrus. This is the first study to link cortical thickness measures to psychometric measures of creativity. The distribution of brain regions, associated with both divergent thinking and creative achievement, suggests that cognitive control of information flow among brain areas may be critical to understanding creative cognition.
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Affiliation(s)
- Rex E Jung
- The Mind Research Network, Albuquerque, New Mexico, USA.
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Garcia RA, Flores RA, Mazenko CE. Factors contributing to the poor bulk behavior of meat and bone meal and methods for improving these behaviors. Bioresour Technol 2007; 98:2852-8. [PMID: 17118650 DOI: 10.1016/j.biortech.2006.09.053] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2006] [Revised: 09/27/2006] [Accepted: 09/27/2006] [Indexed: 05/12/2023]
Abstract
Meat and bone meal (MBM), a product of the rendering industry, is a potential feedstock for numerous bio-based applications. Design of processing equipment for MBM is difficult due to MBM's bulk behaviors; it flows less easily than many other granular materials, and it tends to foul the surfaces of processing equipment. This study examines the major factors contributing to MBM's poor bulk behavior, including moisture content, fat content, particle size distribution and temperature, and the relative importance of these factors. Potential methods for improving MBM's bulk properties, including use of an anti-caking agent, dehydration, fat extraction, milling and refrigeration are also studied. The effects of these factors were determined by a standard laboratory measurement, the Hausner ratio, as well as by the rate of surface-fouling and dust generation using a pilot-scale aspirator. In contrast to past studies with other granular materials, moisture content was shown to have an insignificant effect on MBM's bulk behavior. The results, however, show that MBM fat content is a major determinant of the bulk behavior of the MBM. Reduction of fat content resulted in major changes in MBM's bulk behavior, by all measures used. Less dramatic changes were achieved through refrigeration to solidify the fat and/or treatment with an anti-caking agent.
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Affiliation(s)
- R A Garcia
- Fats, Oils and Animal Coproducts research unit, United States Department of Agriculture, Agricultural Research Service, Eastern Regional Research Center, 600 E. Mermaid Ln., Wyndmoor, PA 19038, USA.
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Abstract
The clinical evaluation can often suggest the level of a visual pathway lesion; however, several different types of pathological processes, can produce the same visual field deficit. Imaging evaluation with CT and/or MRI can help to localize and characterize these diverse types of pathology. A radiological differential diagnosis can then be suggested which, in turn, facilitates patient management. In certain instances, the specific cause of a visual field defect can be identified with the radiological evaluation.
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Affiliation(s)
- O Ortiz
- Department of Radiology, Winthrop-University Hospital, Mineola, NY 11501, USA
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Abstract
Soymilk was spray dried under various combinations of inlet air temperature and atomizer speed. The insolubility index and the tristimulus color parameters (L, a, b) of the fried soymilk were monitored over a 59-week storage time period. The soymilk insolubility exhibited erratic trends over time. Yellowness (b) and lightness (L) of the dried soymilk correlated well with dryer atomizer speed. yellowness data, however, showed no significant difference among treatments, even when variations over time where considered. Lightness data, on the other hand, was found to be a function of storage time and atomizer speed and could be predicted to within a +/- 1.0% error.
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Affiliation(s)
- F Perez-Munoz
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, 50011, USA
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Lee DA, Flores RA, Anderson PJ, Leong KW, Teekhasaenee C, de Kater AW, Hertzmark E. Glaucoma filtration surgery in rabbits using bioerodible polymers and 5-fluorouracil. Ophthalmology 1987; 94:1523-30. [PMID: 3431822 DOI: 10.1016/s0161-6420(87)33251-8] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
A prospective, randomized, double-masked, and placebo-controlled study was performed to examine the effect of a localized and sustained delivery of 5-fluorouracil (5-FU) on the success of glaucoma filtration surgery in 18 rabbits. A bioerodible polyanhydride composed of bis (p-carboxyphenoxy) hexane (PCPH) and sebacic acid (SA) was used as the drug carrier. The polymer and 5-FU (10% by weight) were molded into 4-mm long cylinders by a 15-gauge needle. These implants, with and without the therapeutic agent, were placed at the site of filtration surgery intraoperatively. The results showed that intraocular pressures (IOPs) were lower in the experimental eyes during the second postoperative week, but eventually both experimental and control eyes returned to preoperative levels. Filtration blebs lasted longer in experimental eyes and bleb failure occurred before IOP failure in both experimental and control eyes. Implant disappearance occurred after IOP and bleb failure. Experimental eyes had more postoperative complications than control eyes. Eventually, the filtration surgery failed in both the experimental and control rabbit eyes.
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Affiliation(s)
- D A Lee
- Howe Laboratory of Ophthalmology, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston
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