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Adolescence is the transition period that prepares individuals for fulfilling their role as adults. Most conspicuous in this transition period is the peak level of risk-taking behaviors that characterize adolescent motivated behavior. Significant neural remodeling contributes to this change. This review focuses on the functional neuroanatomy underlying motivated behavior, and how ontogenic changes can explain the typical behavioral patterns in adolescence. To help model these changes and provide testable hypotheses, a neural systems-based theory is presented. In short, the Triadic Model proposes that motivated behavior is governed by a carefully orchestrated articulation among three systems, approach, avoidance and regulatory. These three systems map to distinct, but overlapping, neural circuits, whose representatives are the striatum, the amygdala and the medial prefrontal cortex. Each of these system-representatives will be described from a functional anatomy perspective that includes a review of their connectivity and what is known of their ontogenic changes.
Adolescence is the transition period during which individuals acquire and refine cognitive, emotional, and social skills in preparation for their ultimate role as responsible, independent and sexually mature adults. This period is marked by typical physical and behavioral changes. These changes result from an interplay of biological and environmental factors. The biological factors arise from the genetic, hormonal and neural domains. These factors promote changes that occur along a set timeline determined by a "developmental clock". A number of processes contribute interactively to this developmental clock, including the potential role of clock genes (James et al., 2007; Perrin et al., 2006; Plant and Barker-Gibb, 2004) and the cumulative effects of hormonal and neural maturational cascades that generate sharp irreversible new states.
Puberty is one of these new states. Some confusion between the boundaries of adolescence and puberty often occurs. Puberty is not synonymous with adolescence. However, it is one of the most important and conspicuous set of processes taking place during this period. Puberty is most often defined from an endocrine perspective as the activation of the hypothalamic-pituitary-gonadal axis and its consequences on physical growth and sexual maturation (Dorn et al., 2006; Sisk and Foster, 2004).
The fairly stereotypical pattern of behavioral changes that is observed during adolescence includes increased risk-taking and alteration of the social landscape. It can also be understood from an evolutionary perspective (Steinberg and Belsky, 1996). Accordingly, these behaviors are essential to facilitate the separation of the adolescents from their families. This move away from the familiar and towards novelty provides genetic diversity and avoids the deleterious effects of genetic inbreeding. As such, adolescent behavioral changes permit to fulfill the ultimate goal of species survival and reproduction. Unfortunately, these behaviors come with a cost, manifest as unmatched rates of morbidity (i.e., psychiatric disorders) and mortality, mainly from accidents and suicides (Arnett, 1992). Thus, understanding the mechanisms underlying these critical behavioral and emotional changes may provide approaches for interventions that could reduce cost without altering benefit.
This review focuses on the functional anatomy and ontogeny of key neural systems involved in the control of behavior. These key neural systems are integrated within a theoretical three-system framework termed the Triadic Model (Ernst et al., 2006). The Triadic Model has been proposed as a neurobiological framework for examining the neural mechanisms underlying motivated behavior and, most relevant here, the behavioral changes occurring during adolescence. To place this model in the context of explanatory models of the neural underpinning of behavior, a brief survey of highly prominent work in this field is presented first.
A number of greatly influential theories of prefrontal cortical function have been proposed in an effort to understand the mechanisms underlying complex behavior (to cite a few, Dehaene and Changeux, 1997; Duncan, 2001; Fuster, 1997; Goldman-Rakic, 1998; Grafman, 2002; Miller and Cohen, 2001; Rolls, 1996; Shallice and Burgess, 1996; Sigman and Dehaene, 2008). For example, Baddeley (2000) proposed a model of working memory that recognized two main functional components 'holding stimuli online' and 'manipulating memory content'. These components have been linked to the ventrolateral PFC and the dorsolateral PFC, respectively (Bor et al., 2003; Owen et al., 1996). Shallice and Norman (Shallice, 1982) formulated the role of PFC as a 'supervisory attentional system', based on the observation that deficits on routine or automatic tasks can be dissociated from deficits on non-routine, internally generated, tasks in patients with distinct PFC lesions. This hiearchical organization has been challenged by proposals such as recurrent connections (Botvinick and Plaut, 2004) or simple cognitive branching determined by the level of reward associated with actions (Koechlin and Hyafil, 2007). Whereas these PFC models relate to cognitive strategy and planning, others have stressed the interplay of emotional and cognitive processes on behavior.
The latter formulations typically have included cortical (particularly the ventral/orbital PFC) and subcortical regions (particularly the amygdala) to account for responses to environmental stimuli (e.g., Damasio, 1994). These theories also arose largely from studies of patients with brain lesions affecting the ventral prefrontal region (see review, Bechara and Van Der, 2005) and the amygdala (Adolphs et al., 1995; Bechara et al., 1999; Damasio et al., 1985; Lee et al., 1988; Lee et al., 1995; Tranel and Hyman, 1990). Among them, the somatic marker hypothesis, developed by Damasio and colleagues (Damasio, 1994), has been prominent. This theory, inspired by the James-Lange hypothesis of the origin and nature of emotions (James, 1884; Lange, 1887), was built upon observations of impaired decision-making in patients with ventromedial PFC lesions. The tenet of this work holds that emotion-related bodily signals (somatic markers) modulate cognitive processes engaged in decision-making.
Other constructs emerged from neuroanatomical studies. These theories stressed that the processing of incoming information follows circuitries that link distinct PFC sectors to functionally related regions of the striatum in a cascading series of serial as well as parallel loops (Alexander et al., 1986; Haber et al., 2000). The involvement of cortico-striatal loops highlights dopaminergic mechanisms in the control of complex behavior, which have fueled an enormous body of research (Grace et al., 2007; Jentsch et al., 2000; Robbins and Everitt, 1992; Schultz, 1997).
Finally, models encompassing all three PFC, amygdala and striatum functional nodes have raised interest for a long time (Alheid and Heimer, 1988; Cardinal et al., 2002; Chambers et al., 2003; Grace et al. 2007), although the complexity of systematically evaluating the functional integration of three distinct neural systems represents a huge undertaken, which is reflected by the related limited literature. In summary, each of these single-, dual- or tri-system models provides a unique framework within which fundamental questions can be empirically addressed. The Triadic Model was originally developed to address specifically the neural mechanisms underlying the typical behavioral developmental changes of adolescence. Its development was greatly influenced by Chambers et al. (2003) who proposed neural mechanisms that promote the enhanced vulnerability to addiction in adolescence.
Prior to describing the model, the term motivated behavior needs clarification. Indeed, a variety of terms are used in the literature to refer to motivated behavior. Such terms include 'goal-directed behavior', 'conscious behavior', or 'decision-making', to cite only a few. To avoid confusion, we will use selectively the term 'motivated behavior', which we define operationally as actions taken in response to stimuli to achieve a goal. Schematically, two sets of behaviors can be generated in response to stimuli, approach or avoidance (including no action, or withdrawal).
The Triadic Model provides a simple dynamic scheme of brain function that underlies motivated behavior (Figure 1). It is based on the premises that responses to stimuli represent the output of the functional integration of three distinct, although overlapping, systems. One system exerts a preferential role in approach behavior and relies on striatal circuits. The second system has a dominant role in avoidance behavior and relies on amygdala circuits. The third system exerts a regulatory control over both approach and avoidance responses and relies on the medial prefrontal cortex. Although these systems are heterogeneous with respect to both anatomy and function (Table 1), ample evidence indicates a dominant role for each of them along the lines proposed by the Triadic Model (see review, Ernst et al. 2006).
This scheme integrates four sources of data, (1) behavioral deficits observed in human lesion studies (e.g., Bechara and Van Der, 2005; Fellows and Farah, 2005; Seitz et al., 2006); (2) findings from functional neuroimaging of the developing brain (Ernst and Hardin, 2008), (3) cognitive neuroscience theories of motivated behavior (functional specialization of brain systems) (see review, Ernst and Paulus, 2005), and (4) a dual-system theory of behavior applied to temperament and personality research (Gray, 1972; Pickering and Gray, 2001).
First, lesion studies in humans provide invaluable information on the role of brain regions in behavior. They are particularly useful for identifying "essential" or "dominant" functions of these structures. However, a number of caveats limit the generalizability of the findings. Among them is the difficulty of assessing accurately the anatomical boundaries of the lesions. As a consequence, the over- or under-inclusion of anatomical regions involved in these lesions can provide inaccurate links between brain structures and clinical pictures. Another caveat is the absence of pre-lesion neuropsychological assessment limits the ability to definitively attribute deficits to the lesions. This issue is often compounded by limited sample sizes. Finally, the nature of the pathology leading to the brain lesions may itself be responsible for some aspects of the behavioral deficits.
With regard to the triadic nodes, certain pathologies affecting the amygdala are very specific (e.g., Urbache-Weithe disease) and provide important information on the function of this structure (see below). In contrast, lesions of the striatum are usually large, often secondary to anoxic events (Caine and Watson, 2000), and may not be quite specific to the function of these structures. Similarly, prefrontal cortical lesions are variable and specific regions are more difficult to assess with precision, although meta-analyses of lesion studies are beginning to provide reliable findings (e.g., Seitz et al., 2006). The most consistent reports suggest that amygdala lesions are associated with deficits in response to negative stimuli (Adolphs et al., 1994; Berntson et al., 2007) and striatal regions are associated with amotivation and reduction of motor initiation (e.g., Adam et al., 2008). Prefrontal cortical regions highly depend highly on the regions being affected. The ventromedial PFC has been consistently associated with deficits in inhibition and decision-making (see review, Bechara and Van Der, 2005). In contrast, the medial prefrontal cortex has been found to contribute to self-reflection, regarding action more dorsally, and emotion more ventrally (Seitz et al. 2006). These findings of human lesion studies seem to support the general lines of the Triadic Model.
Second, neuroimaging findings suggest functional differences between adolescents and adults in response to reward-related stimuli. Some of these studies reflect enhanced responsivity of the striatal system to appetitive stimuli, reduced involvement of the amygdala in response to negative stimuli, and reduced contribution of prefrontal cortex in choice selection in adolescents compared to adults, although these findings are not all consistent (Ernst and Hardin, 2008).
Third, cognitive neuroscience has provided a systematic approach to the study of complex processes such as decision-making or motivated behaviors, based on the decomposition of these processes into smaller elements more amenable to scientific scrutiny. This approach is typically used to develop paradigms and to provide a strategy for the neuroimaging analyses of these paradigms.
Fourth, the dual-system theory is based on a reduction of behavior patterns into two separate response modes, approach, and avoidance, that are subserved by two separate neurobehavioral systems (Gray, 1972). This framework is used extensively in research on temperament and personality (Pickering and Gray, 2001). In general, the neuroimaging literature in adults tend to support the notion of separate, yet overlapping, systems coding for approach and avoidance. In addition, an overall supervisory system (the prefrontal cortex) has been described as a regulator of behavior.
Neuroimaging studies in adults consistently report recruitment of striatal regions during reward-related processes (Breiter et al., 2001; Delgado et al., 2000; Ernst et al., 2005; Knutson et al., 2001; Knutson et al., 2003; O'Doherty et al., 2004; Rogers et al., 2004). Conversely, amygdala, hippocampus, and insula are most commonly recruited in response to unfavorable or aversive outcomes (Becerra et al., 2001; LeDoux, 2000; Tom et al., 2007; Zald and Pardo, 1997). Recruitment of the striatum in conjunction with negative outcomes (Becerra et al. 2001; Jensen et al., 2003; Seymour et al., 2007), and amygdala in conjunction with positive outcome is also reported, however less frequently (Becerra et al. 2001; Jensen et al. 2003; Seymour et al. 2007; Zalla et al., 2000). Medial prefrontal structures are recognized for their role in modulating affective and cognitive processes.
Regional functional specialization is also emerging from the extant literature. For example, orbital and medial prefrontal regions have been implicated in the representations of affective values (O'Doherty et al., 2003; O'Doherty, 2007; Rolls, 2004), inhibition (Elliott and Deakin, 2005; Yucel et al., 2007), response reversal (Schoenbaum et al., 2007), and conflict resolution (Yeung et al., 2004). The anterior medial PFC has been associated with metacognition (Fletcher et al., 1995; Gallagher et al., 2000), self-evaluation (Amodio and Frith, 2006; Kelley et al., 2002; O'Doherty et al. 2003) and rule formation (Bunge et al., 2005). These high-level cognitive functions integrate information about endogenous (physical and emotional state) and exogenous environment to modulate behavioral output. Some of this information is provided by loops through the amygdala and striatum.
The main point of this discussion is three-fold: (1) the processing of outcome is occurring throughout the triadic system, engaging amygdala, striatum, and prefrontal cortex. (2) However, each node is engaged distinctly, and the relative contribution of these regions depends on a number of factors, one of them being outcome valence, i.e., how attractive or aversive the outcome is. Other factors include experimental conditions, such as the stage of decision-making under study (selection, vs. anticipation, vs. outcome), the modulation of probability or timing of outcomes, or the use of contingencies to the delivery of rewards, such as performing well on a cognitive task. Because of the influence of experimental conditions on regional activation, discrepant results among studies can clearly be an effect of the different paradigms being used. (3) Finally, the most consistent finding across studies is a bias of the amygdala (and associated circuitry) to be recruited in the presence of negative stimuli, and of the striatum (and associated circuitry) to be recruited in the presence of positive stimuli. This valence-related bias emerges against a role of these structures in the coding of both positive and negative affective polarities.
These three nodes of behavioral control, centered on the striatum, amygdala, and prefrontal cortex, constitute the backbone of the Triadic Model. The functional connections among these three centers and their development are beginning to be mapped out, as discussed in the following section.
The amygdala is a complex structure composed of highly interconnected nuclei that resides in the anterior temporal lobe (Price and Russchen, 1987) (Figure 2). These nuclei can be functionally distinguished based on gene expression patterns, which correlate with unique embryologic origins (Zirlinger et al., 2001). They also have unique sets of interconnections with one another (Amaral and Insausti, 1992; Pitkanen et al., 1997). We describe the general organization of the amygdala subregions and highlight how specific subregions may influence specific behaviors. However, this is not an exhaustive review of amygdaloid circuitry.
The 'cortical-like', or 'deep', nuclei of the amygdala form the greater part of this structure. They include three subunits, the lateral, basal, and accessory basal nuclei, and are often collectively referred to as the 'basolateral nuclear group (BLNG)'.
These large nuclei resemble the cortex, without the apparent layering: they contain glutamatergic projection neurons in the form of pyramidal cells, are interconnected with the cortex, and project to the same striatal sectors as their reciprocal cortical targets (Alheid and Heimer, 1988; Van Hoesen et al., 1981). These nuclei are the main 'receiving' subunits, onto which converge inputs from sensory association cortex, prefrontal cortex, and hippocampus (Carmichael and Price, 1996; Ghashghaei and Barbas, 2002; Rosene and Van Hoesen, 1977; Saunders et al., 1988; Stefanacci and Amaral, 2000; Turner et al., 1980).
The BLNG receives information about characteristics of the environment, including sensory and incentive values of stimuli as well as affective context. However, within the BLNG, different types of information flow along distinct paths. Sensory association cortices project to the lateral nucleus along a general topography determined by sensory modality (Pitkanen and Amaral, 1998; Stefanacci and Amaral, 2000; Turner et al. 1980). The lateral nucleus, in turn, projects to the basal and accessory basal nuclei. In primates, the basal and accessory basal nuclei also receive the majority of inputs from the hippocampus and orbital and medial prefrontal cortex (OMPFC) (Carmichael and Price, 1996; Ghashghaei and Barbas, 2002; Saunders et al. 1988), areas that mediate information about the emotional context (via hippocampus) and incentive value (via OMPFC) of a stimulus.
The BLNG has a complex relationship with one of the main output regions of the amygdala, the central nucleus. The neuronal output of the BLNG is modulated by small GABAergic cells, known as the intercalated islands. These GABAergic neuron clusters are important in setting the inhibitory tone of amygdala pathways. They are positioned strategically among the main BLNG nuclei to modulate intrinsic passage of information from the BLNG to the central nucleus (Pare et al., 2003). This modulation follows a 'feedforward' inhibitory mechanism, by which excitatory fibers from the BLNG, which stimulate the central nucleus, also send collaterals to the intercalated islands. This has the effect of driving inhibitory output of the intercalated islands, which in turn modulate the central nucleus (Figure 3). This organization serves as an important internal 'braking' system of the central nucleus output to brainstem 'fear centers' controlling startle, freezing, and visceral responses to aversive stimuli.
Anatomical studies in nonhuman primates indicate that the intercalated islands are themselves strongly influenced by the caudal orbitofrontal cortex (Ghashghaei and Barbas, 2002) and the serotonin system (Bauman and Amaral, 2005; O'Rourke and Fudge, 2006). Studies in rats suggest that the infralimbic prefrontal cortex (considered most analogous to Brodmann area 25 of the anterior cingulate cortex in primate) may also be involved. Indeed, its stimulation damps amygdala output, while increasing expression of neural activation markers (e.g., detected by c-fos expression) in the intercalated islands (Berretta et al., 2005; Quirk et al., 2003). These studies suggest that cortical inhibition of amygdala outputs via the central nucleus is at least partly mediated through projections to the inhibitory intercalated islands.
The medial and central nuclei are relatively smaller than the BLNG. They do not have the cortical characteristics of the BLNG. Instead, they are considered more 'striatal' in character by some authors, a concept which remains controversial (Cassell et al., 1999; Heimer et al., 1997; Swanson and Petrovich, 1998; Zahm, 1998). Regardless, the predominant cell type is GABAergic rather than glutamatergic, and the cells are medium sized stellate (medial nucleus) or medium spiny type (central nucleus). They are important modulators of subcortical and brainstem centers, but do not project to the cortex like the BLNG (see review, Alheid and Heimer, 1988; Fudge and Emiliano, 2003; Zahm et al., 1999).
The medial and central nuclei have recently been considered part of a larger macrostructure known as the 'extended amygdala,' (Alheid and Heimer, 1988; De Olmos and Ingram, 1972). The extended amygdala is so-named because it includes the medial and central nucleus and their forebrain 'extensions' into the bed nucleus of the stria terminalis (Figures 2. C–D and 3.). Under the microscope, cells of the medial and central nuclei flow into the forebrain in chains of cells that 'extend' into the bed nucleus of the stria terminalis. The extended amygdala has been divided into the medial extended amygdala, which includes the medial nucleus of the amygdala and corresponding medial bed nucleus of the stria terminalis, and the central extended amygdala, which includes the central nucleus of the amygdala and lateral bed nucleus of the stria terminalis (Figure 3). The 'central extended amygdala' receives massive BLNG projections, and channels this information to the hypothalamus and brainstem, modulating autonomic, visceral, and reflexive responses to rapidly changing environmental stimuli. In contrast, the medial extended amygdala structures receive inputs from the periamygdaloid cortex and amygdalalohippocampal regions, with some overlapping input from the BLNG. It projects to somewhat different regions of the hypothalamus and periacqueductal gray (Price and Russchen, 1987) and has been associated with social and reproductive behaviors (see below).
Animal studies show that the extended amygdala is involved in responses to both positive and negative environmental cues. In rodent studies, the medial extended amygdala is involved in unconditioned "instinctual" responses to social threat (social avoidance) (Blanchard et al., 2005; Kollack-Walker et al., 1997) and to reproductive and maternal social behaviors (social approach) (Numan et al., 1998; Parfitt and Newman, 1998). For example, infant monkeys with amygdala lesions can do all these behaviors, but apply them indiscriminately. Furthermore, rats with lesions of the amygdala medial nucleus or its specific output regions in hypothalamus and periaqueductal gray show changes in the appropriate expression of agonistic behaviors, suggesting a loss of inhibitory control (see review, Albert and Walsh, 1984).
The central extended amygdala is considered an effector of motor and autonomic responses such as freezing and startle to fear stimuli (Hitchcock and Davis, 1991; Parfitt and Newman, 1998; Walker and Davis, 1997; Wilensky et al., 2006). However the rostral component (bed nucleus of the stria terminalis) and caudal component (central nucleus) likely play somewhat different roles (Lee and Davis, 1997; Sullivan et al., 2004; Walker and Davis, 1997). The lateral bed nucleus of the stria terminalis mediates unconditioned fear responses, while the central nucleus is involved in conditioned fear responses, as well as acquistion and consolidation of fear-stimulus cues. The central nucleus is also involved in balancing approach and avoidance of stimuli during changes in the predictive value of environmental cues (Holland and Gallagher, 2006; Killcross et al., 1997). These latter effects may be partly mediated through inputs to the dopamine neurons of the substantia nigra, which modulate striatal and cortical function (Fudge and Haber, 2000; Lee et al., 2005; Lee et al., 2006). In summary, considerable evidence now suggests that integrating competing stimuli in the service of performing behavioral switches (between approach and avoidance) begins at the level of the central nucleus of the amygdala. We hypothesize that this 'integrative' function matures as the amygdala itself matures.
As can be seen, maturational changes in amygdala function are bound to have important 'downstream' effects on the expression of social defensive behaviors mediated through the hypothalamus (medial extended amygdala), and of automatic behavioral responses mediated through the dopamine system and caudal brainstem (central extended amygdala).
The amygdala is the first formed structure of the telencephalon, and its nuclear subdivisions can be appreciated as early as 8–9 weeks gestational age in the human (Muller and O'Rahilly, 1990). Development continues over the ensuing gestation, with differential developmental trajectories for specific nuclei (Kordower et al., 1992).
A key question is whether and how the primate amygdala matures over human postnatal life. Volumetric studies using structural MRI in human children, adolescents and young adults, reveal that the amygdala enlarges with age, in a linear fashion relative to temporal lobe volume, and more in boys than in girls (Giedd et al., 1996; Giedd et al., 1999). However, these findings are preliminary because of the large interindividual variability in growth, and the related need for very large sample sizes to draw firm conclusions.
Histological studies indicate that immature neurons persist throughout postnatal life and beyond in both humans and monkeys (Bernier et al., 2002; Crosby and Humphrey, 1941; Fudge, 2004; Meyer et al., 1989; Millhouse, 1986; Yachnis et al., 2000). These immature cells are specifically distributed in the paralaminar nucleus (located in the remnant of the germinal zone) and among the intercalated islands. Their presence suggests that the postnatal primate amygdala has the capacity for neuroplastic changes well into adulthood. The question remains as to whether these cells can or do integrate into existing amygdala circuits, and if so, when and in what circumstances.
Since the time in 1939 of Kluver-Bucy's lesions experiments (removal of bilateral temporal lobes in rhesus monkeys) (1997), newer, more limited lesioning techniques have helped to better define the role of the amygdala, and its function over development. These studies support the idea that the primate amygdala matures postnatally, since ibotenic acid lesions placed in infancy result in different behavioral profiles than lesions introduced in adulthood (Bauman et al., 2004; Prather et al., 2001). Importantly, the developmental consequences of amygdala lesions depend on the behavioral context, in particular its social nature. This seems to be consistent across species, and suggests that social learning is a protracted phase that coincides with juvenile and adolescent periods, before adult patterns of social stimulus-response are stabilized.
Both adult and infants monkeys with amygdala lesions have blunted fear responses to non-social cues, such as snakes (Izquierdo et al., 2005; Kalin et al., 2001; Meunier et al., 1999; Prather et al. 2001; Stefanacci et al., 2003). This suggests a role in signaling non-social, perhaps 'hard-wired', fear responses in both adulthood and infancy.
In contrast to the age-independent effects of amygdala lesions on responses to non-social cues, non-human primate studies show that the age of the animal at the time of lesioning and testing does influence responses to social cues (presence of conspecifics). For example, amygdala-lesioned adult monkeys show increased excitability and exploratory behaviors with other animals, suggesting a loss of learned social fear associations (Emery et al., 2001; Machado and Bachevalier, 2006). However, lesioned infant monkeys show more fear behaviors and less aggression towards novel animals, while approach responses to familiar caregivers remain normal (Bauman and Amaral, 2005; Goursaud and Bachevalier, 2007; Jensen et al. 2003; Prather et al. 2001).
These data suggest that the infant amygdala mediates social emotional learning, laying down engrams of what is familiar and safe, what is familiar and dangerous, and what is unknown and therefore potentially dangerous in the social environment. Of interest are the human studies of children with Williams syndrome, a genetic neurodevelopmental disorder. This disorder is marked by an abnormally large amygdala volume and a distinct behavior of 'hypersociability'. A possible interpretation is that these children exhibit abnormally low amygdala responses to social threat compared to normal children (Meyer-Lindenberg et al., 2005; Reiss et al., 2004).
A fascinating series of studies in rats suggests that amygdala connectivity is developmentally timed and sensitive to social context (particularly maternal presence), and has important consequences for the emergence of appropriate avoidance behaviors to aversively conditioned stimuli (Moriceau and Sullivan, 2006; Shionoya et al., 2006).
Very early on, rat pups that are confined to the nest exhibit a prepotent appetitive learning (approach), and attenuated aversion learning (avoidance) tendencies (Camp and Rudy, 1988; Haroutunian and Campbell, 1979; Levine, 2000; Sullivan et al., 2000). This approach bias in behavioral response is mediated by an inability to engage the amygdala (Moriceau and Sullivan, 2006; Roth and Sullivan, 2005). In the transitional period when pups gain independence and leave the nest (days 12–15, the "juvenile period" prior to puberty) they readily learn to avoid an odor paired with an aversive stimulus, an adaptive mechanism for the world beyond mother. In mother's absence, odor-shock conditioning produces amygdala activation and learned avoidance (Moriceau and Sullivan, 2006). However, with mother present in the testing apparatus, the same conditioning produces odor preference and attenuates avoidance learning. The maternal effect has been shown to be associated with lower corticosterone levels in the amygdala. Indeed, when corticosterone is injected systemically or in the amygdala, aversion learning and amygdala activation are rescued.
As a whole, this series of experiments indicates that maternal cues provide a powerful environmental 'switch', which can set the timing of amygdala participation in limbic circuits. Because many goal-directed approach behaviors, such as foraging for food, largely depend on ventral striatal circuits, we hypothesize that the coming 'on line' of the amygdala is expected to be a key modulator of approach and avoidance behavior during this transitional period. Similarly, hypothalamic and midbrain structures are likely to come under the influence of the amygdala (via 'extended amygdala' pathways) during this period, triggering the expression of more 'automatic' responses to environmental cues (freezing, startle, sexual and affiliative behaviors).
Historically, lesion studies in patient populations have provided an important way to understand the function of specific brain regions. However, amygdalectomy studies have been hampered by an absence of controls. While many patients with temporal lobe epilepsy have undergone resection of the amygdala, there is significant variability in the size of surgical lesions as well as the issue of pre-existing functional compromise. A general decrease in emotional output, and a decrease in the ability to recognize emotional expressions in such patients has been reported (Aggleton, 1992).
While recognized early on in primate studies that the timing of amygdala lesion influences behavioral phenotype (Bachevalier, 1994), this important variable has only recently been addressed in humans. Adolphs first reported on a case of amygdala disruption due to Urbache-Weithe disease, a congenital disease causing aberrant calcium deposition in the amygdala bilaterally. This patient had little in the way of psychiatric symptoms, but was unable to recognize fear in facial expressions on standard tests. Furthermore, she exhibited deficits in recognizing complex (more than one emotion) facial expressions (Adolphs et al. 1994). The authors recently proposed that deficits in spontaneous fixation on the eye region during free viewing of emotional faces may explain this abnormal emotion recognition, since the deficit disappeared when patients were explicitly instructed to look at the eyes (Adolphs et al., 2005).
Another example of a congenital amygdala 'lesion' is Williams syndrome, a genetic disease characterized by abnormal emotional processing. Children with Williams syndrome, are not anxiety-free but have an unusual phenotype characterized by high sociability and abnormally low social fear (Bellugi et al., 1999; Dykens, 2003; Klein-Tasman and Mervis, 2003). Such children often have mental retardation, limiting controlled studies. However, comparison of a select group of Williams syndrome subjects with normal intelligence and normal controls reveal interesting findings in the amygdala (Meyer-Lindenberg et al. 2005). While normal children had higher amygdala activation for emotional faces compared to scenes, the opposite was true for the patients. Amygdala activation to threatening faces was especially diminished in the Williams syndrome group, suggesting a specific deficit in recognizing social threat.
One way to compare early versus late amygdala dysfunction involves comparing adult patients with dyembryoplastic neuroepithelial tumors (DNET) of the amygdala with patients having amygdala resection. DNETs are thought to arise in early childhood, if not before (Daumas-Duport et al., 1988), and have a characteristic appearance on MRI (Stanescu et al., 2001). DNETs are space-occupying lesions often associated with epilepsy. Comparison of 'early amygdala lesion' groups (adults with DNET lesions) with 'late amygdala lesion' subjects (adults with surgical resections for intractable epilepsy not due to DNET) reveals that subjects with 'early lesions' have reduced ability to interpret complex social cues, such as detecting ironic, tactless, or flirtatious statements and behaviors. The ability to understand the motives and emotional states of others, known as 'theory of mind', is thus thought to require early amygdala involvement. Once acquired, possibly at a critical period, theory of mind capabilities may be subsumed by other brain regions, or rely instead on distributed networks less dependent on amygdala function (Shaw et al., 2004; Shaw et al., 2005). These findings are especially intriguing in light of the fact that late childhood and adolescence are key periods for learning complex social cues, an ability important for forming peer groups and finding a mate. The development of theory of mind tasks for adolescent populations will be of great utility in tracking the functional development of the triadic nodes in normal and at-risk children.
Functionally, neuroimaging work in humans is beginning to identify differences in amygdala responses to affective stimuli in adolescents compared to adults. Overall, the amygdala seems to be more responsive in adolescents than in adults during identification of negatively valenced social face stimuli (Guyer et al., 2008; Killgore and Yurgelun-Todd, 2004; Monk et al., 2003), but less influenced by processes involved in negative monetary outcomes (Ernst et al. 2005). This functional pattern suggests either lower modulation of this structure by regulatory systems mainly originating from prefrontal regions (immaturity of top-down modulatory systems), or intrinsic cellular/molecular/neurochemical immaturity within the structure. Changes in neurochemical modulation may include not only ontogenic alterations of neurotransmitter systems, but also steroid hormones.
Although highly speculative, it is conceivable that the medial extended amygdala subsystems, which are associated more specifically with social threat, matures differently across adolescence than the central extended amygdala, which mediates conditioned response to threat. These specific subsystems could contribute distinctly to the adolescent changes in social and stress responses, particularly given the recognized dissociation of the type of steroid receptors that populate these two sub-systems: sex-steroid receptors (e.g., androgen receptor, estrogen receptor α) predominantly present in the medial extended amygdala (Michael et al., 2005; Michael and Rees, 1982; Osterlund and Hurd, 2001; Perlman et al., 2004; Roselli et al., 2001) and stress-steroid receptors (for glucocorticoids and corticotropin releasing factor [CRF]) in the central extended amygdala (Perlman et al. 2004; Sanchez et al., 1999; Sanchez et al., 2000; Sarrieau et al., 1986).
Responses to social stimuli undergo drastic changes in adolescence, establishing the primacy of peer relationships with the emergence of exquisite sensitivity to social appraisal and romantic involvement. Such magnification of social processes may be partly mediated by pubertal changes in sex hormones, whose role in social behavior is well established (Newman, 1999; Wirth and Schultheiss, 2006). On the other hand, changes in stress response have also been noted in adolescence, indicating an extended hormonal stress response in prepubertal animals compared to adult animals (Romeo et al., 2006). These changes in stress steroid function may have implications for motivated behaviors within a stressful context, although their significance at the behavioural level is still unknown.
The intercalated islands, which have important inhibitory functions on the central nucleus—as well as the central nucleus itself-- are especially enriched in CRF and glucocorticoid receptors (Perlman et al. 2004; Sanchez et al. 1999). This may be consistent with the central extended amygdala's role in detecting unexpected stimuli, or 'surprise', in the environment (Holland and Gallagher, 2006). The impact of CRF and corticosteroids on such a system would be expected to enhance both appetitive and aversive learning in the setting of arousing or 'unexpected' stimuli. Separation of the medial and central extended amygdala into distinct emotional subsystems mediating 'social' and 'nonsocial' emotional learning is tempting but overly simplistic. However, clarifying both the separation and overlap of circuits influenced by gonadal steroids vs. stress hormones may help us understand changes in these areas during adolescence.
In summary, the extended amygdala has two main subdivisions—medial and central—which have been broadly conceptualized based on their connectivities (Alheid, 2003; McDonald et al., 1999; Pitkanen et al., 1997; Zahm, 1998; Zahm et al. 1999). The medial extended amygdala receives inputs from the medial amygdaloid nuclei (periamygdaloid cortex, parvicellular accessory basal nucleus, cortical nucleus, and amygdalohippocampal area), while the BLNG provides the main inputs to the central extended amygdala. These broad connectional differences are mirrored in the distribution of gonadal receptors, which tend to aggregate in the medial nucleus and its afferents, and glucocorticoids/CRF receptors, which are densely distributed in the central nucleus and its afferents. Thus, the medial extended amygdala has been considered a mediator of reproductive and social defensive behaviors, while the central extended amygdala has been considered a mediator of fear responses. These general functional assignments will surely be refined once the details of this circuitry are better understood, particularly in higher species. The study of adolescent development may benefit from elucidation of the differential maturation of these specific subregions, as well as a better understanding of their points of convergence. Hence, another focus of future research should be the maturation of amygdaloid subregions, where 'stress' hormones and gonadal hormones both have an effect (e.g., the periamygdaloid cortex and amygdalohippocampal area), and the common output targets of the medial and central extended amygdala systems.
The striatum is composed of the caudate nucleus and putamen, and is populated largely by medium-size spiny neurons (Graveland and DiFiglia, 1985), which send information beyond the striatum through basal ganglia circuits. Chemically, spiny striatal neurons are heterogeneous; that is, most contain more than one neurotransmitter, although gamma-aminobutyric acid (GABA) is the primary neurotransmitter. Other neurotransmitters include substance P and enkephalin. The striatum and the globus pallidus are referred to as the basal ganglia, although some define the basal ganglia more broadly as also encompassing midbrain nuclei (substantia nigra, ventral tegmental area and subthalamic nuclei).
Information flows from the cortex, to the striatum, where it is channeled to the globus pallidus, then the thalamus and finally back to the cortex (Figure 4). In fact, the cortico-striatal projection is one of the major projections from the prefrontal cortex in primates (Goldman and Nauta, 1977; Kemp and Powell, 1970). The highly specialized medium-spiny neurons are recipients of a large number of excitatory afferent fibers from the prefrontal cortex and 'cortical-like' amygdala (BLNG), which terminate mainly on the many spine heads covering each dendrite (Johnson et al., 1994; Lapper et al., 1992). This anatomic arrangement allows for multiple cortical inputs to modulate individual striatal cells, and in turn, determine basal ganglia output. The midbrain dopamine neurons also send afferents throughout the striatum, and regulate which cortical inputs ultimately result in striatal cell firing (Grace et al. 2007) (see below).
The topography of striatal inputs from the limbic, association, and motor-related regions of the prefrontal cortex has led to the idea that the striatum can be divided into discrete functional domains. Yet, significant debate exists as to whether cortical inputs to the striatum are organized in a strictly topographic manner (Alexander and Crutcher, 1990), or whether there are opportunities for convergence of information from different functional regions of the cortex (Haber et al., 2006).
In general, the amygdala and those cortical regions most directly influenced by the amygdala ('limbic-related') project to the ventral striatum (Chikama et al., 1997; Fudge et al., 2002; Haber et al., 1995; Hemphill et al., 1981; Kunishio and Haber, 1994; Russchen et al., 1985; Selemon and Goldman-Rakic, 1985; Yeterian and Pandya, 1991; Yeterian and Van Hoesen, 1978). This region includes the 'shell' and 'core' of the nucleus accumbens, and the ventromedial areas of caudate nucleus and putamen. Cortical regions involved in sensorimotor processes project to the dorsolateral striatum (Flaherty and Graybiel, 1991; Jones et al., 1977; Kemp and Powell, 1970; Kunzle, 1978). Associative, or 'cognitive-related', regions such as the dorsolateral prefrontal cortex (Brodmann areas 46, 9) project to central regions of the striatum that lie interposed between the ventral striatum and dorsolateral striatum (Cavada and Goldman-Rakic, 1991; Kunzle and Akert, 1977; Selemon and Goldman-Rakic, 1985; Selemon and Goldman-Rakic, 1988; Stanton et al., 1988).
However, recent evidence shows that inputs from diverse functional domains of the cortex converge in patches into the striatum, creating 'hot spots' where information can be integrated (Haber et al. 2006). Thus, for example, afferent fibers from limbic-related and associative areas of the prefrontal cortex converge in patches within the central striatum (Haber et al. 2006). It is not yet known whether such foci of cortical afferent convergence correspond to the cellular islands that arise during development (see below), or how and when such convergence occurs. In summary, while the concept of a 'functional topography' of the striatum based on segregated cortical inputs has heuristic value, new data indicate that this scheme may be overly simplistic.
The overall functional topography of the striatum exists along its entire rostrocaudal extent, a fact which has been under-appreciated. Thus, the functional gradient traditionally attached to the rostral striatum (anterior to the decussation of the anterior commissure) extends caudally. In a series of elegant experiments, Selemon demonstrated that cortical projections terminate along the ventromedial (limbic) to dorsolateral (sensorimotor) gradient following the entire rostrocaudal extent of the striatum (Selemon and Goldman-Rakic, 1985). Anterograde tracer injections into the amygdala have also indicated that afferent fibers terminate in the caudal ventromedial striatum, as well as in the nucleus accumbens (Fudge et al. 2002; Fudge et al., 2004; Russchen et al. 1985). Based on inputs from the amygdala and 'limbic' prefrontal cortex (i.e., PFC regions receiving amygdala inputs), as well as cellular and neurochemical similarities to the nucleus accumbens, we have proposed that the caudal 'limbic' striatal region includes the ventromedial putamen and medial tail of the caudate nucleus, and their transition with the amygdala, the lateral amygdalostriatal area (Fudge et al. 2004; Fudge, 2004; Fudge and Haber, 2002).
The identification of such 'limbic-related' anatomical ensembles in the striatum, which are innervated by specific regions of PFC and amygdala, may provide a unique opportunity to examine the foundations of the Triadic Model. In our view, the 'limbic striatum' can be defined as that part of the striatum that receives inputs from the amygdala (Fudge et al. 2002; Fudge et al. 2004). As mentioned, the amygdala projects to a broad rostrocaudal extent of the striatum, expanding the definition of the 'limbic striatum' far beyond the nucleus accumbens. These regions receive variable inputs from prefrontal cortical areas including the anterior cingulate cortex, medial and lateral orbital cortex, and the agranular insula (Carmichael and Price, 1996; Ferry et al., 2000; Haber et al. 2006; Selemon and Goldman-Rakic, 1985). Determining the detailed overlap between amygdala and prefrontal cortical afferents in the striatum will help us understand how 'emotional' inputs from the amygdala may facilitate 'throughput' from discrete prefrontal cortical regions.
Taken a step further, the resultant signal of the "limbic striatum" may vary along a gradient across this structure. This variation could represent different types of combination of amygdala/PFC afferents. Approach behaviors might be mediated by a unique set of afferents, while avoidance behaviors by another set of afferents. Indeed, a recent fMRI study of financial reward and loss shows that the anterior ventral striatum has relative selectivity for reward prediction, while more posterior striatum signals prediction of loss (Seymour et al. 2007). This is consistent with appetitive/aversive ventral striatal gradients detected in rats using pharmacologic probes (Reynolds and Berridge, 2001; Reynolds and Berridge, 2002; Reynolds and Berridge, 2003). Such a scheme could be integrated into the Triadic Model by modifying the schematic unimodal function of the nodes. As a way to incorporate the functional heterogeneity into the Triadic Model, each node (amygdala, striatum and prefrontal cortex) could be defined along a triadic organization underlying approach, avoidance and modulation. Such representation of the Triadic Model is akin to a fractal organization (Figure 5). This framework can help formulate questions and develop experiments related to functional connectivity and maturational changes that affect the balance of this triadic system.
Most of our knowledge on the development of primate striatum stems from early work in nonhuman primates. In general, cortico-striatal pathways develop before cortico-cortical connections (Goldman-Rakic, 1987). Cortical afferents reach the striatum early in the second trimester of life and steadily increase their innervation over the rest of gestation. The striatum undergoes a shift several weeks after cortico-striatal innervation begins. The cytoarchitectural pattern changes from a homogeneous mass of densely packed cells to cellular islands of densely packed cells encapsulated by fibers and surrounded by a relatively less densely packed matrix of neurons (Goldman-Rakic, 1981). The reason for this transformation is unclear, but it is speculated that either migration of clusters of new neurons and/or the entry and retraction of afferent contacts plays a role in this development. There is some indication that the dopamine innervation of the striatum contributes to maintaining the integrity of the cellular islands, which persist throughout life (van der Kooy, 1996).
In monkeys at birth, recognizable neuronal subtypes still exist in various stages of growth, as do undifferentiated cells near the ventricular wall. Rapid increases in synaptic density levels off, but ultrastructural changes in synaptic modeling continue. Spine density on dendrites increases progressively over at least the first four months postnatally in monkeys (Brand and Rakic, 1984), and with this, the proportion of axon contacts shifts toward axospinous rather than axodendritic types. This shift is functionally significant because spines increase the overall length of the dendrite, and hence its electrical resistance. Such enhanced electrical resistance of dendritic membranes has the effect of decreasing the contribution of any individual input to the total excitatory post-synaptic potential of the cell (Sharpe and Tepper, 1998; Wilson, 1984). Consequently, the multiplication of afferents arriving in the striatum during postnatal life may be modulated by the concurrent proliferation of spines, which may serve to attenuate the effects of any particular excitatory input to a cell. These changes collectively lead to a refinement of striatal modulation (Sharpe and Tepper, 1998). The evolution of axospinous over axodendritic contacts, along with continuing degeneration of some afferent axons, suggests important alterations in information processing at least during the first months of life, and perhaps well beyond.
Volumetric studies in humans using MRI indicate that the striatum, specifically the caudate nucleus, undergoes volume loss starting around 10 years of age in girls and 14 years of age in boys, and exhibiting a steeper volume decrease in girls than in boys (Lenroot et al. 2007). Furthermore, Sowell and colleagues found that a significant volume reduction in the ventromedial putamen (an area we consider part of the 'limbic' striatum due to its afferents from the amygdala) differed between adolescents and young adults (Sowell et al., 1999a).
A few developmental functional neuroimaging studies in humans have targeted striatal function, particularly through the use of reward-related paradigms. Findings depend largely on the nature of the paradigms and cognitive processes being investigated. Anticipation of rewards/motivation-to-act activates the striatum less strongly in adolescents than in adults (Bjork et al., 2004), but the process of decision-making itself as well as the response to the receipt to rewards activate this structure more in adolescents than in adults (Ernst et al. 2005; Galvan et al., 2006). Here again, the paucity of studies calls for caution in interpreting the results. With this caveat in mind, one hypothesis is that this pattern of striatal activity in adolescence may suggest a more reactive system for coding positively valenced stimuli, and a more efficient system for integrating rewards into action. Alternatively, researchers have proposed an overall less efficient striatal system in adolescents for processing reward stimuli. In both cases, the behavioral output would be consistent with enhanced reward seeking because of enhanced sensitivity to reward in the first interpretation, or because of a need to maintain the reward system at an homeostatic level in the second interpretation. These interpretations are currently being tested in several laboratories.
The primate cortex in general ranges from a simple one-two layered primitive cortex (known as the allocortex) to six-layered isocotex (see review, Mesulam, 2000). Between these extremes are the 'periallocortical' regions. The allocortical zones include the hippocampus and piriform cortex. These allocortical regions are most tightly interconnected with the amygdala. The periallocortex can show a range of transitional features, but is more differentiated than the allocortex. In general, periallocortial regions have poorly demarcated layers II and IV and relatively rudimentary layer V. The rostral anterior cingulate cortex and medial wall (Brodmann areas 25, 32, 14) and the caudal orbital cortex (now recognized as the 'rostral agranular insula' (Carmichael and Price, 1994) comprise important periallocortical regions of the prefrontal cortex. These areas are the most strongly interconnected with the amygdala, compared to other prefrontal cortical regions (Amaral, 1986; Carmichael and Price, 1996; Freedman et al., 2000; Ghashghaei and Barbas, 2002).
Many amygdalar subregions that send efferents to the orbital and medial prefrontal cortices, are the recipients of return projections (Amaral, 1986; Carmichael and Price, 1996; Freedman et al. 2000; Ghashghaei and Barbas, 2002; Porrino et al., 1981). The major amygdalar inputs to the orbital and medial prefrontal cortices originate from the basal nucleus, and terminate in the medial wall (Brodmann areas 25, 32 and 14) and the caudal orbital surface (i.e., the agranular insula) (Carmichael and Price, 1996; Porrino et al. 1981). In turn, the caudal orbital surface of the prefrontal cortex returns afferents to the intercalated neurons, modulating the output of the BLNG (Ghashghaei and Barbas, 2002). In contrast, the medial wall of the orbital and medial prefrontal cortices provides the main projections to the BLNG, i.e., both basal and lateral nuclei.
Other periallocortical regions of the PFC, while still less differentiated than the isocortex, are relatively more differentiated than Brodmann areas 25, 32, 14, and the agranular insula. These regions, including rostral Brodmann areas 13, 11, and 12, receive relatively modest afferents from the amygdala, and project back sparingly. In contrast, the isocortex forms the largest part of the primate cortex, is involved in associative and motor control functions, and is not directly interconnected with the amygdala. Nonetheless, isocortical areas, specifically those involved in working memory and planning (Brodmann areas 9/46), receive inputs from the 'limbic cortex' described above (Carmichael and Price, 1996; Petrides and Pandya, 1999). This organization provides an anatomical substrate for affective processing to influence cognitive operations including planning, and sequencing via cortical-cortical interactions.
As mentioned above, the 'limbic' striatum can be defined as the striatal regions that receive inputs from the amygdala. Typically, these striatal regions also receive inputs from areas of the prefrontal cortex, which themselves are innervated by the amygdala. This organization creates a 'triangular' set of inputs. It is important to remember that, by this definition—as well as based on functional data—, the 'ventral striatum' extends well beyond the nucleus accumbens.
For example, the ventromedial prefrontal cortex (Brodmann area 25), which is strongly interconnected with the amygdala, projects to the shell of the nucleus accumbens but also to the adjacent ventromedial caudate nucleus. More dorsal sectors of the anterior cingulate cortex (Brodmann areas 24a and b), which also receive amygdala inputs, albeit somewhat fewer, project to the head of the caudate nucleus, the central rostral putamen, and the core of the nucleus accumbens (Ferry et al., 2000; Haber et al., 2006; Selemon and Goldman-Rakic, 1985; Yeterian and Van Hoesen, 1978). The caudolateral orbitofrontal cortex (known as the rostral agranular insula), innervated by the amygdala, projects to the lateral nucleus accumbens and ventromedial putamen, including caudal aspects posterior to the decussation of the anterior commissure (Ferry et al., 2000; Fudge et al., 2005). Prefrontal cortical regions that receive few amygdala inputs (such as association areas, like Brodmann areas 46/9,) project to dorsolateral regions of the striatum. However, their terminals do overlap with those from more 'limbic' regions such as the dorsal anterior cingulate cortex, suggesting potential convergence of limbic and cognitive information at the level of the striatum (Haber et al. 2006).
Similar to the temporal lobe, the prefrontal cortex is significantly expanded in higher primates compared to lower species (Gloor, 1997; Jerison, 1973). This expansion accompanies a protracted developmental period, which continues through late childhood and adolescence. A cellular explanation for this expansion, at least with respect to the prefrontal cortex, is offered by Kornack and Rakic (1998). They have demonstrated that the duration of the cell cycle (during cell division) is up to five times longer in primates compared to rodents. At the same time, many more total rounds of division occur during the neurogenetic period in monkeys, accelerating toward the end of development (Kornack and Rakic, 1998). Together these findings provide a basis for understanding the greater size and lamination of the primate cortex compared to rodents, and why its development occurs over a lengthy period postnatally.
Recently, structural neuroimaging has provided information on human brain development during childhood and adolescence using relatively crude measures of volumetric estimations of discrete brain regions. An overall increase in cortical size was reported during childhood (Durston et al., 2001; Giedd et al., 1996), which seems to co-occur with changes in dendritic density and increased myelination (Paus et al., 1999; Yakovlev et al., 2001). Between childhood and adolescence, cortical gray matter changes were found to be diffusely distributed in dorsal frontal and parietal regions, whereas between adolescence and adulthood, cortical changes seemed to be segregated within large frontal regions comprising dorsal, medial, and orbital areas (Giedd et al., 1999; Sowell et al., 1999b).
Synaptogenesis in the PFC wanes after age two years based on human postmortem studies, (Huttenlocher, 1979) with synaptic pruning resulting in dendritic densities resembling adult levels by about age 16 years (Huttenlocher, 1979). The rate of synaptic eliminations varies by regions, ending first in primary sensory cortices (around age 12 years), and last in the prefrontal cortex by age 16 years (Huttenlocher and Dabholkar, 1997). In addition, there is active maturation of synapse morphology, specifically of presynaptic terminals during periadolescence (Huttenlocher, 1979).
Progressive myelination through childhood and adolescence has also been documented in post-mortem samples (Yakovlev, 1967), and more recently suggested with MRI (Benes et al., 1994; Giedd et al., 1996; Paus et al., 1999). Significant age-related increases in white matter 'density' (generated with 3-D masks) occurs in the arcuate fasciculus on the dominant side, and in the posterior internal capsule (Paus et al., 1999). These tracts carry axons joining the frontal and temporal speech areas (Broca's and Wernicke's areas), and cortex and brainstem (cortico-spinal tract), respectively. An increase in tract size is likely due to a combination of increasing axonal diameter, coupled with myelination of the tracts. The relationship between age-related changes in regional white matter density and competence in specific cognitive and motor functions remains to be explored.
In general, recent developmental functional neuroimaging studies in humans report more diffuse activation of the prefrontal cortex during cognitive challenges in pre-adolescence, suggesting that less efficient or well-formed networks carry out specific processing (Luna and Sweeney, 2004). More specifically, a shift from diffuse to focal activation has been proposed as a general developmental pattern of cortical engagement in cognitive function (Durston and Casey, 2006). During the processing of cognitive tasks, accessory regions become less involved, whereas critical regions to the cognitive processes under scrutiny are recruited more readily and strongly. Hence, the narrowing of recruited regions may reflect enhanced specificity and a more efficient use of neural networks for task completion.
In summary, this review underscores the complexity of the anatomical and functional organization of key structures underlying motivated behavior. Most notably, it provides a template along which to coordinate future research on the role of these structures and associated systems in the control of behavior.
The fractal Triadic Model is ideally suited for the study of ontogenic neural changes and their consequences on behavior, as evidenced by the emerging functional neuroimaging studies of reward systems and decision-making in adolescents. Basic neuroscience research provides invaluable information about the functional cohesion of this model and its integration with knowledge on connectivity and development of neural systems. The field is ripe for a rich reciprocal translational work between basic and clinical neuroscience research.
We close this review by highlighting the most salient points regarding the amygdala, striatum and prefrontal cortex contributions to motivated behavior and its ontogeny.
Three critical aspects dominate the review on the amygdala. First, lesion studies have different long-term behavioral impacts as a function of the developmental stage at which the lesion occurs. This underscores the notion of windows of vulnerability. Second, this differential impact does not apply indiscriminately to all behavioral responses. Innate responses, such as avoidance of snakes by monkeys, seem to be impervious to the notion of sensitive periods (at least in the age groups examined so far), whereas social behavior appears to be highly dependent on the timing of amygdala lesion. And third, developmental changes of the intact amygdala manifests opposite functional patterns as a function of the stimuli: challenged by threat related stimuli, the amygdala shows greater activation in adolescents than in adults. However, challenged by receipt of losses, the amygdala shows diminished responses in adolescents relative to adults. This functional heterogeneity of the amygdala is consistent with the complexity of its structure (multi-nuclei) and connectivity, and the anatomic evidence of immature neurons that persist throughout adolescence and into adulthood. As a result, it is critical to avoid over-generalization of a given pattern of response, be it developmental or to distinct stimuli.
The striatum receives direct inputs, in an organized fashion, from the totality of the prefrontal cortex. The segregation of functions that comprise sensory-motor, cognitive and affective processing, has been classically aligned along a dorsoventral gradient. This somatotopic organization is shown to be more complex, with the existence of a convergence of these functional paths onto distinct "patches", as well as the realization that the functional ventrodorsal gradient is present along the whole length of the rostro-caudal (antero-posterior) extent of the striatum. It is unknown whether such organization is present since birth or how it evolves across childhood and adolescence. Clearly, the few developmental histological studies suggest a refinement of striatal modulation. Similarly to the amygdala, developmental patterns of activation in humans depend on the type of stimuli/events under study. Relative to adults, adolescents show enhanced striatal activity to receipt of rewards or punishments and selection of risky choices, but reduced activity in anticipation of rewards. Adolescent responses to distinct types of salient stimuli, compared to the adult, may reflect a relative lack of development of some striatal ensembles over others.
Finally, the prefrontal cortex is the most complex structure with the longest protracted period of maturation compared to the amygdala and striatum. It receives information from the amygdala directly and striatum indirectly (via cortico-basal ganglia loops), and in turn, modulates both structures. This protracted maturation can be expected to influence, and be influenced by the other nodes of the triad. For example, delayed maturation of amygdala circuits that process social cues (e.g., social disapproval), would affect the PFC regions regulating social judgement and the striatal regions involved in approach towards a novel or interesting, but socially disapproved, stimulus.
Future research will examine how the balance among these three systems changes with development, but also in disease states that impact behavior.
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For Indian cricket fans, 1998 will always be special because that was the year in which Sachin Tendulkar batted at his best - and especially against the Australians. It was the year Tendulkar averaged 88.71 against them in ODIs, 111.50 in Tests; it was the year he won India a Test series against Australia even before it had begun, with a stunning double-centurion for Mumbai at the Brabourne; it was the year Tendulkar of that landmark 155* in Chennai in which he grabbed Shane Warne by the scruff of his neck; it was the year of Desert Storm, when Tendulkar's twin centuries in Sharjah stunned Steve Waugh's team; it was the year he rounded off by eliminating Australia from the inaugural Wills International Cup - now known as the ICC Champions Trophy - with a brilliant all-round performance. It was, by all means, the year Tendulkar owned the Australians.
Sample Tendulkar's ODI scores against Australia in 1998: 8, 100, 15, 80, 143, 134 and 141. At a strike-rate of 105.97, with 51 fours and 18 sixes. After scoring two outstanding centuries in Sharjah - his 134 in the final included a stunning straight six off Tom Moody which forced the late Tony Greig's unforgettable line "The little man has hit the big fella for six! He's half his size!" - Tendulkar had become a source of frustration and desperation for the Australians, but if they thought they had seen the last of him after his UAE heroics in April, they were mistaken.
On October 24, Australia faced India in the third quarter-final of the Wills International Cup in Dhaka. Waugh opted to field, and soon Australia had India at 8 for 2. Sourav Ganguly, caught behind of Michael Kasprowicz for 1, and Mohammad Azharuddin, lbw to Damien Fleming for 0. But such was Tendulkar's mastery of his craft that the scorecard and loss of those wickets had no bearing on him. His first boundary was a superb back-foot punch off Kasprowicz, the ball hurrying past point and evading third man with ease. Next ball, another sweet stroke off the back foot, this one piercing two fielders at cover. In the sixth over, Kasprowicz was taken for further boundaries: through point, midwicket and extra-cover. His first seven overs went for 62.
There was no looking back. Tendulkar sped to a half-century, eased into and through the seventies with consecutive sixes and a late cut for four against Brad Young's left-arm spin, and reached his 19th ODI century in 94 balls. He was eventually run out for 141 off 128 balls, with three sixes and 13 fours. Dhaka cheered as Tendulkar walked off, but he was not finished. There was more to come from the genius.
Given the ball after Mark Waugh (74) had given Australia a chance, Tendulkar flummoxed the batsmen with his assortment of offbreaks and legbreaks. Steve Waugh was caught and bowled, the dangerous finisher Michael Bevan was bowled, and Damien Martyn and Young lured into false shots as the innings disintegrated to 263 in the 47th over. Tendulkar had 4 for 38, India won by 44 runs and Australia were packed off from the tournament.
Tendulkar would score two more ODI centuries in his annus mirabilis - both in Sharjah, incidentally - but it was that hat-trick of centuries in consecutive innings against the mighty Australians which led a nation to believe - and, subsequently, even spoil - in his invincibility.

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2013 Scion FR-S/Subaru BRZ are simply the best
The all-new 2013 Scion FR-S and Subaru BRZ continue to get more awards and this latest is the first one of the year and possibly the best award they can receive. The Scion FR-S/Subaru BRZ captured the Best of 2013 award from Cars.com, an online review and consumer information website. The two sports cars won the joint award and it was announced at a Cars.com event surrounding the North American International Auto Show in Detroit.
Judges evaluated this year's new and redesigned cars, and they praised the BRZ/FR-S for its driving experience and affordability. The two rear-drive coupes received the nomination for best overall car in December, and the cars first won the Cars.com best sports car category. To win the Best of 2013, the sports cars went up against the best SUV, midsize sedan, luxury sedan and pickup as well as the best hybrid won by the Toyota Prius c. This is the highest award the two cars could have been awarded, and it shows how well the cars have been received by the media and buying public.
The best automotive story of 2012
The joint effort between Subaru and Toyota has produced one of the best automotive success stories of 2012. What we are witnessing, is the global success of two Japanese automakers who produced an affordable, fun-to-drive rear-drive coupe. And buyers around the globe are snatching up the coupes faster than Subaru can produce them. Subaru had to increase production capacity at their Indiana plant in order to keep up with the demand.
Both companies have been thrilled with the results, and Toyota who owns a 16.5 percent stake in Subaru, is winning on both sides of the deal. "Winning the Best of 2013 award is an honor and evidence of the sustained energy around the FR-S," said Scion Vice President Doug Murtha. "As many drivers have discovered, the FR-S is truly bringing the sport back to the car." The 2013 Subaru BRZ is receiving as much if not more recognition, as they supplied the drivetrain and developed much of the mechanical design that went into producing the successful FR-S/BRZ sports car.
Consumers recognize their uniqueness
"Consumers frequently turn to online research before a vehicle purchase, so we are honored that Cars.com selected the FR-S as one of the best cars of the year and recognized its uniqueness in the marketplace," said Scion Vice President Doug Murtha "By delivering a fun and accessible sports car, Scion expands its appeal with drivers looking for vehicles they can make their own."
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I am not sure why, but it took some serious licorice intake to overcome my inertia in order to write something reflecting the Towards Openness workshop I co-facilitated at #OER17. It might be that the impressions and ideas are hard to sort out, but you have to start somewhere. What this shows, though, is that we somehow seem to have hit a nerve. People I admire for their work have responded to the theme of safety in open online learning in ways that I would have never expected. We had provocateurs who took time and effort in coming up with mind-boggling provocations, we had fantastic onsite participants who came up with interventions to marvel at (find all resources on our website), Frances Bell and Jim Groom blogged about the workshop in retrospect, Bryan Mathers drew (Is that an accurate description of his magic?) a couple of images during and after the workshop. We had a Missed Conversation on Virtually Connecting with onsite participants, provocateurs and others who could not make it to our session (during which I accidentally set the frame to fixate on me, which only adds to the embarrassment of moderating an online session with people who are both smarter than me and are more eloquent conversationalists than I am). The twitter stream includes a wide range of educators. So this would be enough material, ideas and conversations to write plenty of posts about, which probably made it harder for me to start the first one.
Category / English
Holacracy to the rescue?
tl;dr: OER17 made me think about the way educational institutions, initiatives and networks operate. Holacracy came to mind and I try to evaluate its use for these kinds of structures.
As I pointed out before: OER17 has not come to an end yet. I keep on remembering conversations, re-reading session descriptions, browsing through project websites, and I still have to catch up on some blog posts.
One theme that continues to make an impression on me is that of 'organization'. Jim Groom noted that this conference is not driven by vendors or , but by "the people who still have real skin in the game". I agree with that and I think lots of these people are re-thinking the way they have been working, be it in individual projects driven by grants and project funding, be it as educators and researchers in educational institutions, as employees of some vendor, lobbyist group or association (or anything in between).
The idea of organizing 'open' seems strange and people smarter and more renowned than me have been trying to define and claim open education, specifically, over and over. However, organizations and the way they operate, the way they interact within and without, can be drifting or steered towards openness or towards closedness. A structure or an organization whose members try to do things in the open while the organization remains closed itself, will create tensions within and without of itself, which is why we included administration as a driver of openness in our OER16 workshop; see the Towards Openness page for some more details. Continue reading →
OER17 has not ended yet
#OER17 does not feel like it has ended yet. Most of its attendees left the conference site last Thursday but you can still see vibrant activity on twitter, there are plenty of blog posts coming in and a work day (and then some) could easily pass by following these activities. I know from experience.
I talked about some of the sessions that resonated with me with Markus Deimann in our podcast (a record, we talked for over 2 hours) but I still have a couple more things to say or to expand on. Continue reading →
Online Learning and Safety from a Position of Privilege?
tl;dr: I listened to a podcast and it triggered a possibly flawed comparison to safety in open learning. And because I will be on my way to facilitate a workshop at #OER17, I thought I should share my thoughts in a short blog post.
I listened to a recently repeated episode from 2002 of This American Life, one of the podcasts I regularly listen to. The episode is called "Testosterone" and you can find it here. One part of this podcast contains an interview that producer Alex Blumberg conducts with a transgender man, Griffin Hansbury. They talk about perceptions of gender and sexuality and the unique point of view that Griffin Hansbury has with regards to gender stereotypes. As a small example, he claimed that now, that he is seen by other men as competition, other men tend to veer towards him regularly as if they were marking their territory on the streets. Some of them even body check him. Walking down the street as a man opened a small new world to him that most other men have always been aware of. Continue reading →
Podcasts I Listen to
Over the last couple of months and especially since I started to record my own podcast with Markus Deimann, I have found myself in conversations on recommended podcasts. Sometimes these conversations follow a certain theme (anything related to digital pedagogy or storytelling), sometimes certain episodes are recommended. Most of the podcasts I listen to are English but some are in German as well so I decided to list them here following that categorization as well (alphabetical order). Let me know what you would recommend and what I am missing. Continue reading →
Dimensions of Openness, #OER17 and an old podcast episode
tl;dr: I tried to pin down some thoughts from a podcast we recorded a while back and slipped into a comparison of OpenEd scenes in Germany and the rest of the world, especially the UK and the US. I then pulled myself together and even managed to link to my own work that I presented at #OER16
In the middle of December 2015 Markus Deimann and I invited Martina Emke as a guest to our podcast (we record the Podcast in German as it is our native language). While Markus and I usually just ramble on about what has been happening in between recordings (a theme we copied pretty much from the early concept of the mostly fabulous TIDEPodcast), we aimed to focus the discussion a bit this time. At the bottom of this page, I embedded the podcast recording.
At the time of the recording, the OER17 conference committee were still reviewing the submissions and it became pretty clear that this will be an inspiring conference which will send its delegates home with new perspectives, ideas and experiences on everything open in education. After last year's OER16 which was themed around Open Culture, OER17 now tackles important questions around the Politics of Open. As many have noted before me, a theme that could not come with better timing.
Also, the German Federal Ministry of Education and Research had just launched a program aiming to foster and facilitate production and use of OER in the German educational landscape. In short, a project called OERInfo is supposed to make OER in Germany more visible to educators and other stakeholders while a decentralised effort to qualify educators is undertaken within educational institutions. Leuphana University, where I am employed, is part of a joint project with two other German universities that combines an approach of Service Learning with the use of OER. This program by the ministry is very much focused on content as well as training of staff. More far-reaching concepts like pedagogy, connectedness, a shift of dynamics in the teacher-student relationship or learning in networks find only little, if any mention in this program. I think you can safely say that most experts and initiatives in Germany are content-driven, while also considering licensing and infrastructure to host and disseminate the content. Continue reading →
Different Contexts of Open Licensing
tl;dr: I worked with students and refugees on questions around licensing and copyright and they perceived 'open' to be default. We also talked about different contexts of open, motivations and risks.
It has been a while since I last updated this space. With the beginning of the new year, I caught a persistent flu and I have been quite busy catching up on the things I missed because of that downtime. So I started the year a bit later than most others and one of my first gigs back from bed in the real world was a short workshop on copyright and open licensing with refugees and students at the University of Hamburg.
I have been working with this group for the whole semester now. We talked about storytelling, about narratives and about privacy among many other things. As we approach the end of the semester and some of them will publish their work online, I did not want to miss the chance to introduce them to some basic principles and ideas around copyright. Continue reading →
A call to action and the dark side of publishing
tl;dr: I published a call to action in the Encyclopedia of Educational Philosophy and Theory and I provide some additional context and thoughts.
In the early summer of 2016, Markus Deimann asked me whether I would consider to author a contribution to the Encyclopedia of Educational Philosophy and Theory, a Springer Publication. Three thoughts almost immediately struck me as odd. For one thing, I never really thought about publishing anything academically. I hold a Bachelor of Science, a degree many 'serious academics' don't take too seriously. Many people I talk to wonder how I can work at a university although I only hold a B.Sc., some simply assume that I have a PhD for some reason. I was invited to conferences and workshops because people held that belief and most of them then try to re-negotiate conditions like a reduced rate when they find out that they were mislead to assume that I have academic credentials. So imagine my surprise when I was asked to write an article for an encyclopedia (thanks again for the opportunity, Markus). More importantly, maybe, I never found much joy in writing papers – never understood how people could love doing this. This might change, you never know. If you take a look at the list of authors for this publication, you will see that all of them are achieved academics who have a serious track record in science and research. To be included in that list is an honor and it seems weird.
My most immediate thought, however, was this: I never considered writing something for a publication administered by one of the large science publishers who would then own the copyright and lock my thoughts and ideas behind a paywall. Continue reading →
Giving to causes I care about – edition 2016
tl;dr: I give to organizations, causes and people I care about because it makes me sleep better. And because this is a crucial time to do so.
I am not going into too many details what the year of 2016 lots of people I care about and work with. John Oliver already did a great job. The global rise of
'alt-right' racist and fascist movements, a new level of hate speech online (or at least a new level of awareness of it among people who look like me), the proclaimed age of post-truth. All of these developments have made the people I follow in the realm of open and online education question both their strategies of coping and teaching but also their approaches to openness and safety in online education. Continue reading →
Quick Note on Storytelling, Security and Privacy
In a post from Nov 17, I tried to give an update on what happened after my Ignite Talk at #2016DML. As I mentioned then, I joined Cornelia and Anna to co-facilitate a small group of students and refugees who started working on storytelling in teams of German students and refugees. Over the last couple of weeks, teams and tandems were formed and some were split up again. Usually, this happened when some of the refugees could not attend the class anymore for various reasons: some moved, one found a job, one decided to attend more German language classes. Continue reading →


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Danielle and Tucker: Midlothian, VA
Last Updated: December 18, 2013 at 1:12 pm
Danielle and Tucker definitely win for the happiest couple of the year, that's for sure! Their joy not only radiates on their faces, but also in their bright and cheery floral arrangements and creative reception décor.
See more from Danielle and Tucker's wedding
Photo by Steven and Lily Photography


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Reynolds Porter Chamberlain (RPC) has reported a 4 per cent increase in average profit per equity partner (PEP) as turnover breaks the £50m mark for the first time. The firm is anticipating PEP of £295,000 for the last financial year, up slightly from last year's figure of £285,000. Meanwhile, turnover has risen 10 per cent to £51.8m. The results mean that RPC's profit margin has slipped very slightly from 38 per cent in 2003-04 to 37 per cent this year.
First revealed on www.thelawyer.com 13 June


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Simplicity 1364 A
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Simplicity 1364; ©1955; Girl's Jumper, Skirt and Tote Bag, Transfer for Applique Included: View 1 and 2 jumper is styled with a low rounded neckline and circle skirt. Pockets in side seams are optional. View 1, made of felt is trimmed with appliqued felt guitar and embroidered note. Matching tote bag is detailed with embroidery. View 3 skirt also features matching tote bag.
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Deciding what to name your new London business venture is, as they say here, a no-brainer: you just call it Home. Home bar and restaurant in Shoreditch was swiftly followed by Home House in Portman Square, then Home and At Home, Leicester Square's new club and members bar. Here they use the names of their favourite Manhattan streets.
Trish McEvoy's new make-up range is inspired by NoLIta (North of Little Italy), currently the heart of fashionable downtown - check out the Elizabeth Street and 125th Street nail polishes. Louis Vuitton's American designer, Marc Jacobs, also pays homage to Manhattan with a range of bags named after SoHo streets, including a Bleecker cube bag and a Lexington clutch.
When football babes Brooklyn and Madison are old enough to come shopping here, they'll feel right at home.


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Motorola names really had not heard at all in the arena of the mobile world, because it is indirectly all observers is currently the focus will be development of the market potential of the increasingly widespread Android like an endless ocean, but with a surprise to observers simultaneously glanced at Motorola when issued a series of Milestone.
Motorola seemed aware of this, the market has changed due to the presence of new innovations that continue to arrive, and it seemed to make producers overwhelmed, while on the other side made a number of vendors actually survive in such circumstances. that's where Google's Android and open eventually create livelihood of many vendors, and Motorola became one of them, though Motorola argued, "We do not take the approach with one thing only, we see great opportunities where the consumer has one device for work and play needs , "said Alain Mutricy, As SVP Portfolio Management Product and Device Mobility Motorola Inc..
So Motorola simultaneously giving surprises unsparing, five products at once they are launched, and fifth-based Android. and became the first manufacturer to release a five products simultaneously, among other things:
– Citrus: were created especially for the beginner because the price is cheap enough
– Spice: which is equipped with a QWERTY keyboard
– Bravo: that the tablets prepared as Android with wide screen and also a thin body
– Flipside: the constructed sliding QWERTY keypad and display a wider
– FlipOut which offers design and construction sensation play.
It can be sure at present is the blossoming of Android, on the other hand, the version that shows the price competition increasingly widespread generosity, in addition to Samsung Galaxy 5 and also Sony Ericsson, Motorola today also prepare Citrus.
After carrying since Apple fierce foe in a smartphone locus with a Droid line of handsets, Motorola is right away all set to take upon a renouned Apple iPad with a latest inscription – a Xoom, which is now being deemed a greatest intensity hazard to a iPad 2.
The Motorola Xoom inscription boasts a series of eagerly-awaited facilities in a inscription computer, together with a powerful dual-core processor, high-resolution (1,280×800) display, as good as twin – front as good as back – cameras. Moreover, Motorola is assumingly starting all out to move a little engaging accessories, similar to a orator wharf as good as Bluetooth keyboard, as good as a little alternative add-ons.
In further to a important specs, a alte rnative large as well as for a Xoom, which will run Google's Android Honeycomb handling complement for tablets, is which it will be expelled upon the Verizon 3G (and soon-to-come 4G) network.
In fact, alternative than a Motorola Xoom, a little alternative tablets which will plea a iPad in 2011 embody a Research In Motion (RIM)'s PlayBook and a Hewlett-Packard's WebOS tablet.
Meanwhile, with a society of tablets attack a marketplace this year, Ashok Kumar, an researcher during Rodman & Renshaw, pronounced in a new investigate note: "The bulk of inscription event over Apple is unclear;" as good as added: "We hold which iPad volumes in a stream entertain will dry up forward of a iPad 2 launch."


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Author has written 2 stories for Pokémon.
Gender: Male
Like: Cartoons, Sports, and Video Games
Don't Like: Bullies, Excessive amount of HW, Tests for more than one class that fall on the same day
Reason for joining FanFiction: Trying to see if I can write more often and improve in grammar usage.
Favorite FanFics: Pokemon FanFics in which the characters transform into Pokemon.
Favorite Pokemon Pairings: Mainly Advanceshipping and Pearlshipping


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What would Beth Ditto do? + Relationships
After countless salon disasters, I'm too scared to get a new hairstyle. What should I do?
Today's dilemma: Even if I am gay, I'm not normal gay. For starters, I don't like Kylie or macho men. What should I do?
Beth Ditto answers today's dilemma: My flatmate's habits are so annoying that I want to take revenge. Should I?
Today's dilemma: I'm friends with a couple but I've discovered he's cheating - what should I do?
I can't sew and I'm not skinny. How can I look great on a budget? Beth Ditto advises.
She's a feminist, a maverick and the coolest woman in rock - and from now on Beth Ditto will be helping women's page readers with their dilemmas every fortnight. Here she explains why she feels well qualified to offer advice.
The truth is, there are so many pressures on the outside that push us to stay in the closet, and so many pressures on the inside that push us to come out.


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The Archive of Me
This is an attempt to write something serious. Well fictionally serious. You, know with love and emotion and no bad guys...
This is a journal. Not a diary. A journal. A record. An archive. Ooh I like the sound of that. The archive of me.
I've almost graduated from high school. I'm almost 18. I've never had a date. I have friends, I've been to dances, but I've never actually fallen into honest to goodness, sure-enough, once in a lifetime love. I've tried so many different approaches. Coming on strong, coming on subtly, trying to go straight into it, waiting for a while, and pretending to be something that I'm not.
I suppose the only thing left is to just be myself.
But why? Who would want me for me? What is there about me that anyone would find appealing? I'm not super good-looking, I'm not super smart, I'm not super bad, I'm not super good, I'm not super strong, I'm not super emotional.
Who am I? What do I like? I've tried being so many different things that I've forgotten how to be me. The only surefire thing I can say about myself is that I like to read. But who the hell in this world would care for someone who can only enjoy reading? I like to write I guess. Reading and writing go hand in hand I suppose. Now that I think about it... the only thing I really am is creative. I don't like this world. It doesn't like me.
Perhaps that's why I'm so good at what I do.
Reading allows me to escape. Writing allows me to live other lives. The lives that I want for myself. Lives that will never really happen. Lives that can't happen.
Or maybe I've just been told that so many times... that I'm actually starting to believe it.