Research reportDorsolateral prefrontal contributions to human working memory
Introduction
Working memory comprises a system for maintaining, monitoring and manipulating information in short-term memory, providing the interface between perception, long-term memory and action that enables goal-directed behavior (Baddeley, 1998; Baddeley and Petrides, 1996). Although cognitive neuroscience has made remarkable progress in understanding the involvement of the prefrontal cortex (PFC) in human memory, fundamental questions remain regarding the functional organization of the PFC with respect to working memory. One unresolved issue concerns whether subregions within the lateral PFC mediate functionally distinct processes or instead serve a common role in working memory. Anatomically, the lateral PFC consists of multiple subregions that differ in cytoarchitecture and connectivity (Petrides et al., 2012), raising the possibility that these subregions may guide goal-directed behavior through different mechanisms.
A seminal and longstanding debate in cognitive neuroscience has examined this issue, investigating alternative models for understanding the functional organization of the lateral PFC and its role in working memory. Domain-general models posit that the lateral PFC is functionally organized according to the type of working memory operations engaged, with the dorsolateral PFC (dlPFC) embodying computational mechanisms for monitoring and manipulating items in working memory (Owen et al., 1996; Duncan and Owen, 2000; Miller and Cohen, 2001; Koechlin et al., 2003; Petrides, 2000, 2005; Petrides et al., 2012). Monitoring operations are thought to support the active retention of information in working memory and computational mechanisms for manipulating items are recruited for updating (Petrides, 2000) or selecting between these representations (Rowe et al., 2000). In contrast, domain-specific models posit that the lateral PFC is functionally organized according to the domain of information processed. Advocates of this framework propose that dlPFC is functionally specialized to process visuospatial information in working memory, enabling mental representations of coordinates within the spatial domain (Awh et al., 1995; Butters and Pandya, 1969; Butters et al., 1971, 1972; Courtney et al., 1998, 1996, 1997; Goldman-Rakic, 1995; Levy and Goldman-Rakic, 1999; Smith and Jonides, 1999).
The empirical case advanced in support of each model of dlPFC function has relied primarily upon (1) lesion studies in non-human primates demonstrating reliable deficits in working memory due to unilateral dlPFC lesions (Butters and Pandya, 1969; Butters et al., 1971, 1972; Jacobsen and Nissen, 1937; Levy and Goldman-Rakic, 1999) and (2) functional neuroimaging studies in humans reporting activity within the dlPFC for tests of working memory [for meta-analytic reviews, see (Owen et al., 2005; Wager et al., 2004; Wager and Smith, 2003)]. Two key findings from studies of non-human primates performing delayed-response tasks suggest a crucial role for the dlPFC in working memory. First, experimental lesions of the principal sulcus in the dlPFC cause delay-dependent impairments, whereby forgetting increases with the length of the delay (Miller and Orbach, 1972; Bauer and Fuster, 1976; Funahashi et al., 1993). Second, neurophysiological unit recordings from the dlPFC often show persistent, sustained levels of neuronal firing during the retention interval of delayed-response tasks (Funahashi et al., 1989; Fuster and Alexande, 1971; Kubota and Niki, 1971). This sustained activity is thought to provide a bridge between the stimulus cue (e.g., the location of a flash of light) and its contingent response (e.g., a saccade to the remembered location). Such data established a strong link implicating the dlPFC as a crucial node supporting working memory.
Conclusions drawn from these literatures, however, are characterized by the following well-known limitations. First, the precise localization of working memory functions cannot be directly transposed from monkeys to humans due to significant interspecies macroscopic anatomical differences (Petrides et al., 2012). Second, functional neuroimaging (fMRI) studies apply correlational methods and therefore cannot formally demonstrate whether dlPFC is necessary for working memory or instead serves an accessory role (Sarter et al., 1996). As a consequence, the precise localization of working memory function in humans and the contribution of dlPFC to the neural systems underlying working memory remain controversial.
In recent years, lesion studies in humans (Baldo and Dronkers, 2006; D'Esposito and Postle, 1999; D'Esposito et al., 2006; Muller et al., 2002; Ptito et al., 1995; Tsuchida and Fellows, 2009; Volle et al., 2008) and repetitive transcranial magnetic stimulation (rTMS) experiments (Hamidi et al., 2009, 2008; Koch et al., 2005; Postle et al., 2006) have provided key evidence to inform the debate. Human lesion and rTMS research are able to overcome the methodological limitations of earlier non-human primate and functional neuroimaging studies by investigating the anatomical localization of working memory functions in the human brain (Rorden and Karnath, 2004) and evaluating the necessity of the dlPFC for specific components of working memory.
Findings from the contemporary literature, however, have been equivocal, with some investigators reporting specific patterns of working memory deficits (Baldo and Dronkers, 2006; Mottaghy et al., 2002; Ptito et al., 1995; Tsuchida and Fellows, 2009; Volle et al., 2008) and others failing to observe reliable impairment (D'Esposito and Postle, 1999; D'Esposito et al., 2006; Hamidi et al., 2008; Koch et al., 2005; Muller et al., 2002). Difficulty in interpreting the theoretical significance of these findings has resulted from (1) the often diffuse (rather than focal) lesions observed, (2) the lack of comparison subjects carefully matched for pre- and post-injury performance measures, and (3) the limited scope of working memory functions examined. The absence of such data represents a substantial gap in the understanding of both dlPFC function and the neural substrates of working memory. Here, we characterize key competencies of working memory function in a sample of patients with focal brain lesions involving dlPFC.
Section snippets
Participant data
We drew brain-injured participants from the Vietnam Head Injury Study (VHIS) registry, which includes American veterans who suffered brain damage from penetrating head injuries in the Vietnam War (n = 199), as well as neurologically healthy Vietnam veterans (n = 54). The VHIS has been organized in three phases. Phase 1 (1967–1970) was the initial enrollment; Phase 2 (1981–1984) included a cognitive evaluation; and Phase 3 (2003–2006) included a more comprehensive evaluation as well as computed
Results
To summarize the results reported in Table 2, no significant group differences in the dlPFC patient sample were observed for neuropsychological tests of working memory maintenance (Digit Span Forward and Spatial Span Forward), monitoring (Zero-Back), or under conditions of increasing cognitive load and processing demands (One-, Two- and Three-Back). However, deficits were observed in the dlPFC patient group for a test of mental arithmetic requiring the manipulation of verbal information
Discussion
The aim of the current investigation was to examine the necessity of the dlPFC for key elements of working memory. Using a relatively large sample of patients with dorsolateral prefrontal damage (n = 19) and a wide-ranging assessment of cognitive function, we report several main findings. First, our results indicate that unilateral dlPFC is not necessary for working memory maintenance, monitoring, or for tasks that measure working memory performance under cognitive load. Second, our findings
Acknowledgments
We are grateful to S. Bonifant, B. Cheon, C. Ngo, A. Greathouse, V. Raymont, K. Reding, and G. Tasick for their invaluable help with the testing of participants and organization of this study. This work was supported by funding from the U.S. National Institute of Neurological Disorders and Stroke intramural research program and a project grant from the United States Army Medical Research and Material Command administered by the Henry M. Jackson Foundation (Vietnam Head Injury Study Phase III: a
References (70)
Recent developments in working memory
Current Opinion in Neurobiology
(1998)- et al.
An evolutionarily adaptive neural architecture for social reasoning
Trends in Neurosciences
(2009) - et al.
The dependence of span and delayed-response performance on prefrontal cortex
Neuropsychologia
(1999) - et al.
Common regions of the human frontal lobe recruited by diverse cognitive demands
Trends in Neurosciences
(2000) - et al.
Lesion mapping of cognitive abilities linked to intelligence
Neuron
(2009) Cellular basis of working memory
Neuron
(1995)- et al.
Evaluating frontal and parietal contributions to spatial working memory with repetitive transcranial magnetic stimulation
Brain Research
(2008) - et al.
rTMS evidence of different delay and decision processes in a fronto-parietal neuronal network activated during spatial working memory
NeuroImage
(2005) - et al.
Retention of spatial alternation following frontal lobe resections in stump-tailed macaques
Neuropsychologia
(1972) - et al.
Stereotaxic white matter atlas based on diffusion tensor imaging in an ICBM template
NeuroImage
(2008)
The prefrontal cortex: Comparative architectonic organization in the human and the macaque monkey brains
Cortex
The Raven's progressive matrices: Change and stability over culture and time
Cognitive Psychology
Disconnection's renaissance takes shape: Formal incorporation in group-level lesion studies
Cortex
User-friendly software for the analysis of brain lesions (ABLe)
Computer Methods and Programs in Biomedicine
Monkey to human comparative anatomy of the frontal lobe association tracts
Cortex
Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain
NeuroImage
Neuroimaging studies of shifting attention: A meta-analysis
NeuroImage
Temporal isolation of the neural correlates of spatial mnemonic processing with fMRI
Brain Research Cognitive Brain Research
Human rehearsal processes and the frontal lobes: PET evidence
Annals of the New York Academy of Sciences
Specialized systems for the processing of mnemonic information within the primate frontal cortex – Discussion
Philosophical Transactions of the Royal Society of London Series B: Biological Sciences
The role of inferior parietal and inferior frontal cortex in working memory
Neuropsychology
An integrative architecture for general intelligence and executive function revealed by lesion mapping
Brain
Dorsolateral prefrontal contributions to human intelligence
Neuropsychologia
Orbitofrontal contributions to human working memory
Cerebral Cortex
Delayed-matching and delayed-response deficit from cooling dorsolateral prefrontal cortex in monkeys
Journal of Comparative and Physiological Psychology
Retention of delayed-alternation: Effect of selective lesions of sulcus principalis
Science
Behavioral deficits in monkeys after selective lesions within the middle third of sulcus principalis
Journal of Comparative and Physiological Psychology
A search for the spatial engram within the frontal lobes of monkeys
Acta Neurobiologiae Experimentalis (Warsaw)
Genetics of brain fiber architecture and intellectual performance
Journal of Neuroscience
Temporal dynamics of brain activation during a working memory task
Nature
Automatic 3D intersubject registration of MR volumetric data in standardized Talairach space
Journal of Computer Assisted Tomography
An area specialized for spatial working memory in human frontal cortex
Science
Object and spatial visual working memory activate separate neural systems in human cortex
Cerebral Cortex
Transient and sustained activity in a distributed neural system for human working memory
Nature
Is the prefrontal cortex necessary for delay task performance? Evidence from lesion and FMRI data
Journal of the International Neuropsychological Society
Cited by (599)
A brief real-time fNIRS-informed neurofeedback training of the prefrontal cortex changes brain activity and connectivity during subsequent working memory challenge
2024, Progress in Neuro-Psychopharmacology and Biological PsychiatryEfficacy and safety of repetitive Transcranial Magnetic Stimulation and transcranial Direct Current Stimulation in memory deficits in patients with Alzheimer's disease: Meta-analysis and systematic review
2024, International Journal of Clinical and Health PsychologyA construct-first approach to consciousness science
2024, Neuroscience and Biobehavioral Reviews