The Effects of Methylphenidate on Goal-directed Behavior in a Rat Model of ADHD
Open accessAbstract
Although attentional and motor alterations in Attention Deficit Hyperactivity Disorder (ADHD) have been well characterized, less is known about how this disorder impacts goal-directed behavior. To investigate whether there is a misbalance between goal-directed and habitual behaviors in an animal model of ADHD, we tested adult [P75-P105] Spontaneously Hypertensive Rats (SHR; ADHD rat model) and Wistar-Kyoto rats (WKY), the normotensive control strain, on an instrumental conditioning paradigm with two phases: a free-operant training phase in which rats separately acquired two distinct action-outcome contingencies, and a choice test conducted in extinction prior to which one of the food outcomes was devalued through specific satiety. To assess the effects of Methylphenidate (MPH), a commonly used ADHD medication, on goal-directed behavior, we injected rats with either MPH or saline prior to the choice test. Both rat strains acquired an instrumental response, with SHR responding at greater rates over the course of training. During the choice test WKY demonstrated goal-directed behavior, responding more frequently on the lever that delivered, during training, the still-valued outcome. In contrast, SHR showed no goal-directed behavior, responding equally on both levers. However, MPH administration prior to the choice test restored goal-directed behavior in SHR, and disrupted this behavior in WKY rats. This study provides the first experimental evidence for selective impairment in goal-directed behavior in rat models of ADHD, and how MPH acts differently on SHR and WKY animals to restore or impair this behavior, respectively.
AI snapshot
Written from the paper’s full text.
TL;DR
In adult SHR rats, a model of ADHD, goal-directed action control was impaired relative to WKY controls, but acute methylphenidate restored goal-directed responding in SHR while disrupting it in WKY rats. The authors conclude that ADHD-like behavior may involve a shift toward habitual control that MPH can partially remediate.
Key findings
- SHR rats acquired instrumental responding and responded at greater rates than WKY rats across training; repeated-measures ANOVA showed significant effects of training block [F(3,81)=259.3, p<0.001], strain [F(1,27)=6.7, p=0.015], and block×strain interaction [F(3,81)=3.2, p=0.028], with SHR higher on blocks 2 and 4 (p=0.001 and p=0.026).
- In the outcome devaluation test, saline-treated WKY rats showed goal-directed behavior by responding more on the valued lever [t(16)=2.6, p=0.02], whereas MPH disrupted this in WKY [t(16)=0.24, p=0.82]; SHR showed no goal-directed behavior after saline [t(11)=0.2, p=0.84], but MPH restored it [t(11)=4.65, p=0.001].
- In the contingency degradation test, WKY responded more on the non-degraded than degraded lever [t(16)=3.98, p=0.001], while SHR showed no difference [t(10)=0.98, p=0.35]; ANOVA showed a main effect of degradation [F(1,26)=11.53, p=0.002] and degradation×strain interaction [F(1,26)=5.12, p=0.03].
- MPH suppressed overall response rates during the devaluation test [injection effect F(1,27)=4.3, p<0.05], and SHR consumed more food than WKY before satiety [t(22)=3.69, p<0.001]; MPH reduced food consumption in WKY [t(11)=2.97, p=0.013] but not SHR [t(11)=0.923, p=0.38].
Methods
- Twenty-nine male adult rats (P75–P105) were used: 12 SHR and 17 WKY. Rats underwent instrumental conditioning with two levers associated with grain or chocolate pellets, trained over 10 days on continuous reinforcement then VR-5, VR-15, and VR-20 schedules.
- Goal-directed control was assessed with outcome devaluation via specific satiety to chocolate pellets followed by a 10-min extinction choice test, and with contingency degradation followed by a choice extinction test. MPH (2 mg/kg i.p.) or saline was injected before devaluation choice tests in a crossover design.
- Data were normalized as percentage of total responses, analyzed with repeated-measures ANOVA and planned paired/independent t-tests in SPSS v20; alpha was 0.05. Locomotor activity was also measured after saline and MPH.
Limitations
- The paper states that all rats received the same MPH dose, while therapeutic doses vary, limiting conclusions; a future dose-response study is required.
- Evident from the text: sample sizes were small, only male rats were tested, and the study used one ADHD model (SHR) without direct neural measures.
- Evident from the text: one SHR rat was lost from contingency degradation due to technical error (N=11), and locomotor/food-consumption tests included 12 WKY rats, which may limit some comparisons.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
8 of 45 cited sources checked · 3 supported · 0 flagged · accuracy not yet measured
- Interpretationcitation
The increase in dopaminergic and noradrenergic availability in the PFC of SHR rats might be critical in restoring goal-directed actions by enhancing attentional mechanisms necessary for carrying out goal-directed behavior.
“Thus, the increase in dopaminergic and noradrenergic availability in the PFC of SHR rats might be critical in restoring goal-directed actions by enhancing attentional mechanisms necessary for carrying out goal-directed behavior (Ostlund and Balleine, 2005; Ostlund et al., 2009).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites Ostlund and Balleine, 2005 source
The Introduction links the medial prefrontal cortex to goal-directed action in rats, and the Discussion describes its role in learning action–outcome relationships. The paper does not address SHR rats, increased dopamine or noradrenaline availability, or restoration of goal-directed behavior through enhanced attention. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Ostlund et al., 2009 source
The Discussion reports that the dorsomedial PFC helps rats use action-sequence representations in a goal-directed manner. It does not address SHR rats, increased dopamine or noradrenaline availability, or an attentional mechanism for restoring goal-directed actions. The paper also limits the dmPFC’s role to action chunking rather than goal-directed action selection generally. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Interpretationcitation
The findings of SHR operant and motor hyperactivity replicate previous research evaluating the use of the SHR strain as a model of ADHD.
“These findings of SHR operant and motor hyperactivity replicate previous research evaluating the use of the SHR strain as a model of ADHD (Wultz et al., 1990; Hill et al., 2012).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Wultz et al., 1990 source
- cites Hill et al., 2012 source
The Discussion reports that SHR operant hyperactivity replicated prior findings in adult rats, and the Conclusions say the results support using SHR as an ADHD model. The paper does not establish motor hyperactivity as a separate replicated finding: the Discussion treats elevated motoric capacity as a possible contributor that cannot be ruled out, while the Background says evidence for spontaneous hyperactivity is mixed. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
NE strengthens network connectivity of the PFC and maintains persistent firing of PFC neurons during working memory tasks through stimulation of postsynaptic α2-adrenoceptors.
“Further, recent physiological studies have shown that NE strengthens network connectivity of the PFC and maintains persistent firing of PFC neurons during working memory tasks through stimulation of postsynaptic α2-adrenoceptors (Arnsten and Dudley, 2005).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Arnsten and Dudley, 2005 source
The Background (page unavailable) says NE improves working memory through postsynaptic α2A adrenoceptors in the PFC. The Discussion (page unavailable) reports that blocking α2 receptors reduces delay-related PFC neuronal activity, supporting the point about persistent activity during working memory. Our copy does not say that NE strengthens PFC network connectivity. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Increasing DA signaling in the PFC enhances goal-directed behavior.
“Increasing DA signaling in the PFC enhances goal-directed behavior (Hitchcott et al., 2007).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Hitchcott et al., 2007 source
The Discussion says increased dopamine transmission in the ventral PFC promotes goal-directed behavior, and reports that dopamine infusions there restored sensitivity to outcome value in rats. The claim broadens this finding to the PFC generally; the paper does not report the same effect for dorsal PFC dopamine. (LLM, conf=0.87)
Experimental — accuracy not yet measured
- Findingown data
MPH administration disrupts goal-directed behavior in WKY rats.
“In contrast, while goal-directed behavior is well displayed in WKY rats, MPH administration disrupts this behavior.”
Quote in the paperSubstantial claim
- Findingown data
SHR rats consumed a significantly greater amount of food than WKY rats in the 30 min prior to injection during the devaluation procedure.
“In the 30 min prior to injection, SHR rats consumed a significantly greater amount of food than WKY rats [independent-sample t-test: t(22) = 3.69, p < 0.001].”
Quote in the paperNot a substantial claim - Findingown data
SHR rats were impaired on the contingency degradation test.
“Like the outcome devaluation test, SHR rats were impaired on this test.”
Quote in the paperSubstantial claim - Findingown data
There was no significant Phase × Strain interaction on HACTV.
“However, there was no Phase ∗ Strain interaction [F(2,22) = 2.36, p > 0.05; Figure 5B].”
Quote in the paperNot a substantial claim - Findingown data
Both control WKY rats and SHR rats were successful at acquiring an instrumental response.
“Both control WKY rats and SHR rats were successful at acquiring an instrumental response, with SHR rats showing a significantly greater response rate during training.”
Quote in the paperSubstantial claim - Findingown data
SHR rats have a deficit in goal-directed behavior compared to normotensive WKY rats.
“In this study, we show using outcome devaluation and contingency degradation paradigms that SHR rats have a deficit in goal-directed behavior compared to normotensive WKY rats.”
- Also stated in: § Different Patterns of Goal-directed Behavior in WKY vs. SHR Rats and Distinct Effects of MPH · hedged
“Our results suggest a fundamental impairment in goal-directed action control in SHR rats that is remediated by MPH.”
- Also stated in: § Conclusion · plain
“We show for the first time that goal-directed behavior is impaired in a rat model of ADHD and can be remediated in SHR rats with MPH treatment.”
Quote in the paperSubstantial claim - Also stated in: § Different Patterns of Goal-directed Behavior in WKY vs. SHR Rats and Distinct Effects of MPH · hedged
- Findingown data
SHR rats consumed more pellets compared to WKY animals during the satiety process.
“We did find that SHR rats consumed more pellets compared to WKY animals during the satiety process.”
Quote in the paperNot a substantial claim - Findingown data
SHR rats performed significantly fewer responses on the lever for which the contingency had been degraded.
“They performed significantly fewer responses on the lever for which the contingency had been degraded.”
Quote in the paperSubstantial claim - Findingown data
There was a significant effect of injection on HACTV.
“A repeated measures ANOVA on HACTV revealed a significant effect of strain [F(1,11) = 26.4, p < 0.001] and injection [F(2,22) = 13.6, p < 0.01].”
Quote in the paperNot a substantial claim - Findingown data
The majority of food consumption occurred in the first 30 min prior to MPH injection (79%).
“The majority of food consumption occurred in the first 30 min prior to MPH injection (79%).”
Quote in the paperNot a substantial claim - Findingown data
SHR rats showed a significantly greater response rate during training than WKY rats.
“Both control WKY rats and SHR rats were successful at acquiring an instrumental response, with SHR rats showing a significantly greater response rate during training.”
Quote in the paperSubstantial claim - Findingown data
In the contingency degradation test, SHR rats did not differ in responding between non-degraded and degraded levers.
“However, SHR rats did not show any difference between their responses on the non-degraded versus the degraded lever [t(10) = 0.98, p = 0.35].”
Quote in the paperSubstantial claim - Findingown data
During the outcome devaluation choice test after saline injection, WKY rats responded more on the valued lever than the devalued lever, showing goal-directed behavior.
“During the choice test WKY demonstrated goal-directed behavior, responding more frequently on the lever that delivered, during training, the still-valued outcome.”
- Also stated in: § Outcome Devaluation Test · plain
“Following saline injections, WKY rats showed significant goal-directed behavior by responding more on the valuated versus the devaluated lever [Figure 2A paired-sample t-test: t(16) = 2.6, p = 0.02].”
Quote in the paperSubstantial claim - Also stated in: § Outcome Devaluation Test · plain
- Findingown data
Both SHR and WKY rats acquired an instrumental response.
“Both rat strains acquired an instrumental response, with SHR responding at greater rates over the course of training.”
- Also stated in: § Instrumental Training · plain
“All rats acquired an instrumental response; however, SHR rats exhibited greater response rates across training sessions compared to WKY rats.”
Quote in the paperSubstantial claim - Also stated in: § Instrumental Training · plain
- Findingown data
MPH administration suppressed overall response rates during the devaluation test.
“MPH administration suppressed overall response rates.”
- Also stated in: § Outcome Devaluation Test · plain
“A repeated measures ANOVA showed a significant effect of injection [F(1,27) = 4.3, p < 0.05]”
- Also stated in: § Outcome Devaluation Test · hedged
“Overall, these data indicate that MPH caused rats to modestly suppress instrumental activity during the choice test.”
Quote in the paperNot a substantial claim - Also stated in: § Outcome Devaluation Test · plain
- Findingnone given
MPH reduced food consumption.
“Likewise, although MPH reduced food consumption, it is unlikely that the anorexic effect of MPH altered the devaluation process itself since the majority of food consumption occurred in the 30 min prior to MPH injection.”
Quote in the paperNot a substantial claim - Findingown data
MPH increased locomotor activity (HACTV) in both SHR and WKY strains compared to saline.
“MPH injections did significantly increase HACTV of both strains as compared to saline injection [Figure 5A, paired-sample t-test- SHR: t(22) = 6.45, p < 0.001; WKY: t(22) = 7.77, p < 0.001].”
- Also stated in: § Locomotor Activity Test · plain
“We found SHR rats traveled a greater distance as measured by HACTV (see Materials and Methods) and that MPH increased locomotor activity in both strains.”
Quote in the paperNot a substantial claim - Also stated in: § Locomotor Activity Test · plain
- Findingown data
WKY rats showed goal-directed action control in both outcome devaluation and contingency degradation paradigms.
“While WKY rats showed goal-directed action control in both paradigms, SHR rats demonstrated a marked deficit in sensitivity to changes in outcome value and to changes in the action–outcome contingency.”
Quote in the paperSubstantial claim - Findingown data
There was a significant effect of strain on HACTV.
“A repeated measures ANOVA on HACTV revealed a significant effect of strain [F(1,11) = 26.4, p < 0.001] and injection [F(2,22) = 13.6, p < 0.01].”
Quote in the paperNot a substantial claim - Findingown data
In the contingency degradation test, WKY rats responded more on the non-degraded lever than the degraded lever.
“A paired-sample t-test showed that WKY responses on the non-degraded lever were significantly higher than their responses on the degraded lever [t(16) = 3.98, p = 0.001].”
Quote in the paperSubstantial claim - Findingown data
SHR rats traveled a greater distance (HACTV) than WKY rats.
“We found SHR rats traveled a greater distance as measured by HACTV (see Materials and Methods) and that MPH increased locomotor activity in both strains.”
- Also stated in: § Locomotor Activity Test · plain
“HACTV was significantly greater in SHR rats as compared to WKY rats after both saline and MPH injections [Figure 5B, independent-sample t-test- saline injection: t(22) = 11.62, p < 0.001; MPH injection: t(22) = 3.85, p = 0.001].”
- Also stated in: § Different Patterns of Goal-directed Behavior in WKY vs. SHR Rats and Distinct Effects of MPH · plain
“Further, using an open field test to evaluate rat locomotor activity, SHR rats showed enhanced locomotor activity as compared to WKY rats.”
Quote in the paperSubstantial claim - Also stated in: § Locomotor Activity Test · plain
- Findingown data
There was no effect of reward type (chocolate vs. grain pellets) on lever presses in either SHR or WKY rats.
“A repeated-measures ANOVA revealed that there is no effect of reward type in both SHR [F(1,11) = 2.88, p = 0.12] and WKY [F(1,16) = 0.36, p = 0.56] rats.”
- Also stated in: § Behavioral Procedures · plain
“Since our results showed that rats had no preference for chocolate or grain pellets”
Quote in the paperSubstantial claim - Also stated in: § Behavioral Procedures · plain
- Findingown data
MPH administration remediates deficits in goal-directed action control following outcome devaluation in SHR rats.
“Furthermore, we found that deficits in goal-directed action control following outcome devaluation were remediated in SHR rats with MPH administration.”
- Also stated in: § Different Patterns of Goal-directed Behavior in WKY vs. SHR Rats and Distinct Effects of MPH · plain
“We found that treating SHR rats with MPH prior to the choice test following outcome devaluation revealed value-sensitive responding in these animals.”
Quote in the paperSubstantial claim - Also stated in: § Different Patterns of Goal-directed Behavior in WKY vs. SHR Rats and Distinct Effects of MPH · plain
- Findingown data
SHR rats exhibited greater response rates across instrumental training than WKY rats.
“Both rat strains acquired an instrumental response, with SHR responding at greater rates over the course of training.”
- Also stated in: § Instrumental Training · plain
“SHR rats exhibited greater response rates across training sessions compared to WKY rats.”
- Also stated in: § Instrumental Training · plain
“SHR responses were significantly higher than WKY responses over blocks two and four (p = 0.001, p = 0.026, respectively, independent-sample t-test).”
Quote in the paperNot a substantial claim - Also stated in: § Instrumental Training · plain
- Findingown data
There was a significant Outcome value × Injection interaction in WKY rats in the devaluation test.
“These analyses revealed significant Outcome value ∗ Injection interactions among WKY rats [F(1,16) = 4.83, p = 0.043]”
Quote in the paperSubstantial claim - Findingown data
All rats reached satiety during the devaluation procedure.
“All rats reached satiety; however, the amount of food required to reach satiety differed by rat strain (Table 2).”
Quote in the paperNot a substantial claim - Findingown data
There was a significant Outcome value × Injection interaction in SHR rats in the devaluation test.
“These analyses revealed significant Outcome value ∗ Injection interactions among WKY rats [F(1,16) = 4.83, p = 0.043] (Figure 2A) as well as SHR [F(1,11) = 12.52, p = 0.005] (Figure 2B) rats.”
Quote in the paperSubstantial claim - Study design and conductreasoning
The effects of MPH on choice performance were not a consequence of changing the satiety procedure.
“Based on these considerations, we are confident that the selective satiety procedure was equally effective in both SHR and WKY rats, and that the effects of MPH on choice performance were not a consequence of changing the satiety procedure.”
Quote in the paperSubstantial claim - Interpretationcitation
The effects of MPH on goal-directed behavior likely occur through its modulation of catecholamine availability in the prefrontal cortex and striatum.
“The effects of MPH on goal-directed behavior likely occur through its modulation of catecholamine availability in the prefrontal cortex and striatum.”
Quote in the paperSubstantial claim - Interpretationreasoning
All animals had reached a state of satiety.
“Nevertheless, many pellets remained after the 1-h session, by which time all animals had significantly curtailed food consumption, suggesting that all animals had reached a state of satiety.”
Quote in the paperSubstantial claim - Study design and conductreasoning
The selective satiety procedure was equally effective in both SHR and WKY rats.
“Based on these considerations, we are confident that the selective satiety procedure was equally effective in both SHR and WKY rats, and that the effects of MPH on choice performance were not a consequence of changing the satiety procedure.”
Quote in the paperSubstantial claim - Interpretationown data
SHR rats are predominated by habitual action control.
“Our findings illustrate that SHR rats are predominated by habitual action control; however, MPH can restore goal-directed control in these rats.”
- Also stated in: § Abstract · plain
“In contrast, SHR showed no goal-directed behavior, responding equally on both levers.”
Quote in the paperSubstantial claim - Also stated in: § Abstract · plain
- Premisecitation
SHR is the most widely accepted rodent model of ADHD.
“The spontaneously hypertensive rat strain (SHR), a rat model bred from progenitor Wistar–Kyoto rats (WKY; Okamoto and Aoki, 1963), is the most widely accepted rodent model of ADHD (Sagvolden et al., 1993; Sagvolden, 2000; Davids et al., 2003).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
SHR rats' impaired goal-directed behavior is likely due to a predominance of habitual action control.
“This impairment is likely due to a predominance of habitual action control in SHR rats.”
Quote in the paperSubstantial claim - Premisecitation
Dopaminergic hypofunction is thought to play an important role in the etiology of ADHD.
“The neurobiological underpinnings of ADHD are not well established; however, dopaminergic hypofunction is thought to play an important role in the etiology of this disorder (Hynd et al., 1993; Gill et al., 1997; Waldman et al., 1998; Russell, 2003; Bush et al., 2005; Sagvolden et al., 2005b).”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
Maze performance of SHR rats suggests they preferentially use response strategies to guide behavior in spatial tasks.
“Maze performance of SHR rats suggests they preferentially use response strategies to guide behavior in spatial tasks (Clements and Wainwright, 2006; Clements et al., 2007; Kantak et al., 2008).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
SHR rats did encode action-outcome associations during instrumental learning.
“SHR rats did encode action–outcome associations during instrumental learning; however, they were only able to use these associations to guide behavior when tested under the effects of MPH.”
Quote in the paperSubstantial claim - Premisecitation
The dorsolateral striatum mediates habitual instrumental performance.
“Furthermore, Yin et al. have shown that the dorsomedial striatum plays a critical role in the acquisition and performance of goal-directed actions (Yin et al., 2005), and that the dorsolateral striatum mediates habitual instrumental performance (Yin et al., 2004).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Yin et al., 2004 source
- Interpretationown data
The study presents the first experimental evidence of disrupted goal-directed behavior using instrumental procedures in a rat model of ADHD.
“Using an instrumental conditioning paradigm, we present the first experimental evidence of disrupted goal-directed behavior using instrumental procedures in a rat model of ADHD.”
Quote in the paperSubstantial claim - Premisecitation
MPH preferentially blocks the reuptake of catecholamines, including dopamine and norepinephrine, in both the striatum and prefrontal cortex.
“a psychostimulant that preferentially blocks the reuptake of catecholamines, including dopamine (DA) and norepinephrine (NE), in both the striatum and prefrontal cortex (Mehta et al., 2000, 2004; Schiffer et al., 2006; Heal et al., 2009).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationown data
SHR rats were only able to use action-outcome associations to guide behavior when tested under the effects of MPH.
“SHR rats did encode action–outcome associations during instrumental learning; however, they were only able to use these associations to guide behavior when tested under the effects of MPH.”
Quote in the paperSubstantial claim - Interpretationreasoning
The anorexic effect of MPH did not alter the devaluation process itself.
“Likewise, although MPH reduced food consumption, it is unlikely that the anorexic effect of MPH altered the devaluation process itself since the majority of food consumption occurred in the 30 min prior to MPH injection.”
Quote in the paperSubstantial claim - Interpretationreasoning
The deficits observed in tests of goal-directed behavior in non-medicated SHR rats likely reflect a deficit in performance and not learning of goal-directed actions.
“Therefore the deficits we observed in tests of goal-directed behavior in non-medicated SHR rats likely reflects a deficit in performance and not learning of goal-directed actions.”
Quote in the paperSubstantial claim - Premisecitation
The dorsomedial striatum plays a critical role in the acquisition and performance of goal-directed actions.
“Furthermore, Yin et al. have shown that the dorsomedial striatum plays a critical role in the acquisition and performance of goal-directed actions (Yin et al., 2005), and that the dorsolateral striatum mediates habitual instrumental performance (Yin et al., 2004).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Yin et al., 2005 source
- Interpretationown data
The performance of SHR rats following outcome devaluation is not likely mediated by strain differences in the selective satiety process itself.
“The performance of SHR rats following outcome devaluation is not likely mediated by strain differences in the selective satiety process itself.”
Quote in the paperSubstantial claim - Interpretationreasoning
The behavioral phenotype of SHR rats and MPH treatment play complementary roles in determining goal-directed action control.
“These results suggest that the behavioral phenotype of SHR rats, along with MPH treatment, play complementary roles in determining goal-directed action control.”
Quote in the paperSubstantial claim - Interpretationown data
MPH may activate the goal-directed system to re-establish goal-directed behavior in ADHD patients.
“These results suggest that clinical symptoms exhibited by ADHD patients may reflect impaired goal-directed action control and that MPH may activate this system to re-establish goal-directed behavior.”
Quote in the paperSubstantial claim- Rests on an assumption: Findings in SHR rats can be generalized to ADHD patients.
- Interpretationown data
Clinical symptoms exhibited by ADHD patients may reflect impaired goal-directed action control.
“These results suggest that clinical symptoms exhibited by ADHD patients may reflect impaired goal-directed action control and that MPH may activate this system to re-establish goal-directed behavior.”
Quote in the paperSubstantial claim- Rests on an assumption: Findings in SHR rats can be generalized to ADHD patients.
- Interpretationreasoning
MPH may restore goal-directed behavior through reinforcement-based mechanisms.
“In addition to modulating neurotransmitter release in the PFC, MPH may restore goal-directed behavior through reinforcement-based mechanisms.”
Quote in the paperNot a substantial claim
- Classified as probably not a substantial claim. 10
- May combine two claims. 22
Classified as probably not a substantial claim.
PremisecitationLesions of the medial prefrontal cortex result in behavior that is insensitive to changes in outcome value with stimulus-elicited, rather than goal-anticipated, instrumental responding.
“Likewise, lesions of the medial prefrontal cortex result in behavior that is insensitive to changes in outcome value with a stimulus-elicited, rather than goal-anticipated, instrumental responding (Hitchcott et al., 2007).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Hitchcott et al., 2007 source
May combine two claims.
PremisecitationExcessive DA stimulation might cause PFC dysfunction leading to impaired inhibition of undesirable behavior and a deficit in sustaining attention.
“However, excessive DA stimulation might cause PFC dysfunction leading to impaired inhibition of undesirable behavior, and a deficit in sustaining attention, as these two behaviors are highly regulated by dopaminergic release in the PFC (Russell, 2003; Brennan and Arnsten, 2008; Arnsten, 2011).”
Quote in the paperNot a substantial claim2 of 3 sources checkedMay combine two claims.
Findingown dataThere was no significant strain effect or Injection × Strain interaction on overall response rates during the devaluation test.
“but no strain effect [F(1,27) = 3.67, p = 0.07], or Injection ∗ Strain interaction [F(1,27) = 0.002, p > 0.05].”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMPH significantly reduced food consumption in WKY rats but not SHR rats in the 30 min after injection.
“MPH significantly reduced food consumption in WKY rats [paired-sample t-test: t(11) = 2.97, p = 0.013] but not SHR rats [paired-sample t-test, t(11) = 0.923, p = 0.38].”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataDuring the outcome devaluation choice test after saline injection, SHR rats responded equally on valued and devalued levers, showing no goal-directed behavior.
“In contrast, SHR showed no goal-directed behavior, responding equally on both levers.”
- Also stated in: § Outcome Devaluation Test · plain
“Following saline injections, SHR rats showed no goal-directed behavior, responding equally on the valuated and devaluated levers [paired-sample t-test: t(11) = 0.2, p = 0.84]”
Quote in the paperSubstantial claim- Also stated in: § Outcome Devaluation Test · plain
May combine two claims.
Findingown dataMPH administration prior to the outcome devaluation choice test disrupted goal-directed behavior in WKY rats, as their responses did not differ between valued and devalued levers.
“and disrupted this behavior in WKY rats.”
- Also stated in: § Outcome Devaluation Test · plain
“In contrast, MPH disrupted goal-directed behavior in these rats, as their responses did not differ significantly between valuated and devaluated levers following MPH injection [paired-samples t-test: t(16) = 0.24, p = 0.82].”
Quote in the paperSubstantial claim- Also stated in: § Outcome Devaluation Test · plain
May combine two claims.
Findingown dataMany pellets remained after the 1-h session, by which time all animals had significantly curtailed food consumption.
“Nevertheless, many pellets remained after the 1-h session, by which time all animals had significantly curtailed food consumption, suggesting that all animals had reached a state of satiety.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSHR rats demonstrated a marked deficit in sensitivity to changes in outcome value and to changes in the action-outcome contingency.
“While WKY rats showed goal-directed action control in both paradigms, SHR rats demonstrated a marked deficit in sensitivity to changes in outcome value and to changes in the action–outcome contingency.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMPH administration prior to the outcome devaluation choice test restored goal-directed behavior in SHR rats, as shown by greater responding on the valued lever than the devalued lever.
“However, MPH administration prior to the choice test restored goal-directed behavior in SHR”
- Also stated in: § Outcome Devaluation Test · boosted
“MPH restored goal-directed behavior in these rats, as shown by significantly greater responding on the valuated lever compared to the devaluated lever after MPH injection [paired-sample t-test: t(11) = 4.65, p = 0.001].”
Quote in the paperSubstantial claim- Also stated in: § Outcome Devaluation Test · boosted
May combine two claims.
Findingown dataThere was a significant main effect of degradation and Degradation × Strain interaction in the contingency degradation test.
“A repeated-measures ANOVA revealed a significant main effect of degradation [F(1,26) = 11.53, p = 0.002] and Degradation ∗ Strain interaction [F(1,26) = 5.12, p = 0.03].”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningMPH and saline injections were intermixed for all experiments; therefore, there was no injection-order effect to influence outcome devaluation responding.
“MPH and saline injections were intermixed for all experiments; therefore, there was no injection-order effect to influence outcome devaluation responding.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataThe normality of data distribution was checked using Kolmogorov-Smirnov tests, and all data were normally distributed (p > 0.1).
“The normality of data distribution was checked using Kolmogorov–Smirnov tests. All data were normally distributed (p > 0.1).”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationSHR rats show deficits in sustained attention, motor impulsiveness, and hyperactivity in a novel environment.
“SHR rats show deficits in sustained attention, motor impulsiveness, and hyperactivity in a novel environment (Knardahl and Sagvolden, 1979; Sagvolden et al., 1992, 2005b; Wultz and Sagvolden, 1992; Sagvolden, 2000).”
Quote in the paperSubstantial claim0 of 3 sources checkedClassified as probably not a substantial claim.
PremisecitationLesions of the dorsolateral striatum brought normal habitual actions under the control of the goal-directed system.
“Further, they have shown that lesions of the dorsolateral striatum brought normal habitual actions under the control of the goal-directed system.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Yin et al., 2004 source
May combine two claims.
Interpretationown dataSHR rats' impaired goal-directed behavior is not due to a lack of knowledge of causal consequences or to a failure of the devaluation process prior to the extinction test.
“Overall, our data suggest that SHR rats’ impaired goal-directed behavior is not due to a lack of knowledge of causal consequences or to a failure of the devaluation process prior to the extinction test.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductreasoningAll rats were injected with the same dose of MPH, which limits the conclusions that can be drawn from the study.
“Finally, one limitation of our study was injecting all rats with the same dose of MPH, while many studies have reported significant variations in the therapeutic doses of MPH. The use of one drug dose limits the conclusions we can draw from this study.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningData were normalized by dividing responses on the valued or devalued lever by total responses because of strain differences in overall response rates during the tests.
“Data were normalized by dividing responses on the valued or devalued lever by total (valued plus devalued) responses. Normalization was carried out because of strain differences in overall response rates during the tests.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationMPH corrects attentional and motor impairments in SHR rats.
“Likewise, MPH corrects attentional and motor impairments in SHR rats, lending further support for SHR rats as a model of human ADHD (Sagvolden et al., 2005a,b; Kantak et al., 2008).”
Quote in the paperSubstantial claim0 of 2 sources checkedClassified as probably not a substantial claim.
PremisecitationContemporary theories of action control suggest that two processes guide action selection: a goal-directed system based on current knowledge of action-outcome contingencies and a habit system based on acquired stimulus-response associations.
“Contemporary theories of action control suggest that two processes guide action selection: (1) a goal-directed system based on current knowledge of action–outcome contingencies and (2) a habit system based on acquired stimulus–response associations (Dickinson, 1985).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Dickinson, 1985 source
May combine two claims.
PremisecitationSHR rats display reduced DA signaling and increased DAT expression, similar to ADHD patients.
“Further, SHR rats display reduced DA signaling and increased DA transporter (DAT) expression, similar to ADHD patients (Russell et al., 1995; Russell, 2003; Heal et al., 2008; Roessner et al., 2010).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
InterpretationreasoningThe insensitivity to outcome devaluation in SHR rats might suggest that the neural circuits required for goal-directed actions are dysfunctional in these animals and thus they rely on the habit system instead to control responding.
“Accordingly, the insensitivity to outcome devaluation in SHR rats might suggest that the neural circuits required for goal-directed actions are dysfunctional in these animals and thus they rely on the habit system instead to control responding.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationChanges in operant behavior in response to changes in either outcome value or the action-outcome contingency reflect goal-directed action control, whereas lack of sensitivity to these changes likely reflects habitual action control.
“For example, changes in operant behavior in response to changes in either outcome value or the action–outcome contingency reflect goal-directed action control, whereas lack of sensitivity to these changes likely reflects habitual action control.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Dickinson, 1985 source
Classified as probably not a substantial claim.
PremisecitationNeural activity in the PFC is related to engagement of specific action-outcome associations.
“Electrophysiological studies using primates (Matsumoto et al., 2003; Matsumoto and Tanaka, 2004) and rats (Mulder et al., 2003) have found neural activity in the PFC related to engagement of specific action–outcome associations.”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataFor the contingency degradation test, data for one SHR rat were lost due to a technical error.
“For the contingency degradation test, we lost data for one SHR rat due to a technical error.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThis study provides the first experimental evidence for selective impairment in goal-directed behavior in rat models of ADHD, and how MPH acts differently on SHR and WKY animals to restore or impair this behavior, respectively.
“This study provides the first experimental evidence for selective impairment in goal-directed behavior in rat models of ADHD, and how MPH acts differently on SHR and WKY animals to restore or impair this behavior, respectively.”
Quote in the paperSubstantial claim- Rests on an assumption: Goal-directed/habitual action control in SHR rats had not been assessed using operant outcome devaluation/contingency degradation paradigms before this study.
May combine two claims.
PremisecitationThe therapeutic dose of MPH works primarily via increasing DA signaling through DAT blockade in the PFC and enhancing extracellular DA release in the striatum, and indirectly increasing NE actions through blockade of its transporters.
“The therapeutic dose of MPH works primarily via (1) increasing DA signaling through multiple actions, including DAT blockade in the PFC, and significantly enhancing extracellular DA release in the striatum (Volkow et al., 2002; Wilens, 2008) and (2) indirectly increasing NE actions through blockade of its transporters (Berridge et al., 2006).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationCortico-striatal circuits that include the PFC and striatum mediate goal-directed behavior and habitual learning.
“Cortico-striatal circuits that include the PFC and striatum mediate goal-directed behavior and habitual learning.”
Quote in the paperSubstantial claim0 of 3 sources checkedClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataSince results showed no preference for chocolate or grain pellets, only one outcome was devalued to control for this variable across medication status.
“Since our results showed that rats had no preference for chocolate or grain pellets (see Results section: “Instrumental Training”), we only devalued one of the two outcomes to control for this variable across medication status (MPH and saline injections).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationAdministration of MPH restored goal-directed behavior by increasing the magnitude of the anticipatory DA cell firing to predictive cues.
“In the context of DA transfer deficit theory of ADHD, one can argue that administration of MPH restored goal-directed behavior by increasing the magnitude of the anticipatory DA cell firing to predictive cues (pressing the lever) (Tripp and Wickens, 2009, 2012).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tripp and Wickens, 2009, 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
The paper relies on this without support.
Goal-directed/habitual action control in SHR rats had not been assessed using operant outcome devaluation/contingency degradation paradigms before this study.
“Behavior of SHR rats has yet to be assessed using these paradigms.”
“Although previous research has shown overactive instrumental responding in SHR rats that was corrected by MPH, it is not known whether animals performed responses in a goal-directed or habitual manner (Sagvolden et al., 1993).”
The paper relies on this without support.
The loss of data from one SHR rat in the contingency degradation test did not bias the group results.
“For the contingency degradation test, we lost data for one SHR rat due to a technical error.”
The paper relies on this without support.
The dose of MPH used in this study corresponds to a therapeutic dose in humans.
“The therapeutic dose of MPH works primarily via (1) increasing DA signaling through multiple actions, including DAT blockade in the PFC, and significantly enhancing extracellular DA release in the striatum (Volkow et al., 2002; Wilens, 2008) and (2) indirectly increasing NE actions through blockade of its transporters (Berridge et al., 2006).”
“Finally, one limitation of our study was injecting all rats with the same dose of MPH, while many studies have reported significant variations in the therapeutic doses of MPH.”
The paper relies on this without support.
Findings in SHR rats can be generalized to ADHD patients.
“These results suggest that clinical symptoms exhibited by ADHD patients may reflect impaired goal-directed action control and that MPH may activate this system to re-establish goal-directed behavior.”
“We show for the first time that goal-directed behavior is impaired in a rat model of ADHD and can be remediated in SHR rats with MPH treatment.”
The paper relies on this without support.
WKY rats are an appropriate normotensive control for SHR rats.
“In this study, we show using outcome devaluation and contingency degradation paradigms that SHR rats have a deficit in goal-directed behavior compared to normotensive WKY rats.”
“Both control WKY rats and SHR rats were successful at acquiring an instrumental response, with SHR rats showing a significantly greater response rate during training.”
Statistics that don’t add up
Each reported p-value recomputed from its test statistic and degrees of freedom.
Inconsistent p-value: F(1,22) = 25.52, p = .018
MinorThe paper reports p = .018 here; recomputing from the test statistic and its degrees of freedom gives p < .001. The check cannot tell whether the statistic or the p-value is the misprint.
Reported p = .018 · recomputed p < .001
“F(1,22) = 25.52, p = 0.018”
p-value fits an unstated one-tailed test: t(22) = 3.69, p < .001
MinorThe paper reports p < .001 here; recomputing from the test statistic and its degrees of freedom gives p = .001 (two-tailed). The reported value is what a one-tailed test gives, but the paper does not say near this result that a one-tailed test was used.
Reported p < .001 · recomputed p = .001
“t(22) = 3.69, p < 0.001”
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Doesn’t add upt(22) = 3.69reported p < .001 · recomputed p = .001
“t(22) = 3.69, p < .001”
- Doesn’t add upF(1, 22) = 25.52reported p = .018 · recomputed p < .001
“F(1,22) = 25.52, p = .018”
- ConsistentF(3, 81) = 259.3reported p < .001 · recomputed p < .001
“F(3,81) = 259.3, p < .001”
- ConsistentF(1, 27) = 6.7reported p = .015 · recomputed p = .015
“F(1,27) = 6.7, p = .015”
- ConsistentF(3, 81) = 3.2reported p = .028 · recomputed p = .028
“F(3,81) = 3.2, p = .028”
- ConsistentF(1, 11) = 2.88reported p = .12 · recomputed p = .118
“F(1,11) = 2.88, p = .12”
- ConsistentF(1, 16) = 0.36reported p = .56 · recomputed p = .557
“F(1,16) = 0.36, p = .56”
- ConsistentF(1, 16) = 4.83reported p = .043 · recomputed p = .043
“F(1,16) = 4.83, p = .043”
- ConsistentF(1, 11) = 12.52reported p = .005 · recomputed p = .005
“F(1,11) = 12.52, p = .005”
- Consistentt(16) = 2.6reported p = .02 · recomputed p = .019
“t(16) = 2.6, p = .02”
- Consistentt(16) = 0.24reported p = .82 · recomputed p = .813
“t(16) = 0.24, p = .82”
- Consistentt(11) = 0.2reported p = .84 · recomputed p = .845
“t(11) = 0.2, p = .84”
- Consistentt(11) = 4.65reported p = .001 · recomputed p < .001
“t(11) = 4.65, p = .001”
- ConsistentF(1, 27) = 4.3reported p < .05 · recomputed p = .048
“F(1,27) = 4.3, p < .05”
- ConsistentF(1, 27) = 3.67reported p = .07 · recomputed p = .066
“F(1,27) = 3.67, p = .07”
- ConsistentF(1, 27) = 0.002reported p > .05 · recomputed p = .965
“F(1,27) = 0.002, p > .05”
- Consistentt(16) = 1.88reported p = .079 · recomputed p = .078
“t(16) = 1.88, p = .079”
- Consistentt(11) = 1.15reported p > .05 · recomputed p = .275
“t(11) = 1.15, p > .05”
- ConsistentF(1, 26) = 11.53reported p = .002 · recomputed p = .002
“F(1,26) = 11.53, p = .002”
- ConsistentF(1, 26) = 5.12reported p = .03 · recomputed p = .032
“F(1,26) = 5.12, p = .03”
- Consistentt(16) = 3.98reported p = .001 · recomputed p = .001
“t(16) = 3.98, p = .001”
- Consistentt(10) = 0.98reported p = .35 · recomputed p = .350
“t(10) = 0.98, p = .35”
- Consistentt(11) = 2.97reported p = .013 · recomputed p = .013
“t(11) = 2.97, p = .013”
- Consistentt(11) = 0.923reported p = .38 · recomputed p = .376
“t(11) = 0.923, p = .38”
- ConsistentF(1, 11) = 26.4reported p < .001 · recomputed p < .001
“F(1,11) = 26.4, p < .001”
- ConsistentF(2, 22) = 13.6reported p < .01 · recomputed p < .001
“F(2,22) = 13.6, p < .01”
- ConsistentF(2, 22) = 2.36reported p > .05 · recomputed p = .118
“F(2,22) = 2.36, p > .05”
- Consistentt(22) = 6.45reported p < .001 · recomputed p < .001
“t(22) = 6.45, p < .001”
- Consistentt(22) = 7.77reported p < .001 · recomputed p < .001
“t(22) = 7.77, p < .001”
- Consistentt(22) = 11.62reported p < .001 · recomputed p < .001
“t(22) = 11.62, p < .001”
- Consistentt(22) = 3.85reported p = .001 · recomputed p < .001
“t(22) = 3.85, p = .001”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Within-strain paired locomotor tests have incorrect degrees of freedom
MinorFigure 5 gives 12 rats per strain. A paired t-test within either strain therefore has 12 − 1 = 11 degrees of freedom, not 22 as reported for both tests.
Reported 22 · recomputed 11
“MPH injections did significantly increase HACTV of both strains as compared to saline injection [Figure 5A, paired-sample t-test- SHR: t(22) = 6.45, p < 0.001; WKY: t(22) = 7.77, p < 0.001].”
Food-consumption table gives conflicting WKY sample sizes
MinorThe methods state that food-consumption tests used 12 WKY rats, whereas the note to the food-consumption table says they used 17.
“Additionally, food consumption and locomotor activity tests were conducted on 12 WKY rats.”
“Note: The mean amount of pellets consumed (in grams) (±SEM) in SHR (N = 12) and WKY (N = 17) rats.”
Discussion reverses the SHR contingency-degradation result
MinorThe discussion says SHR rats responded significantly less on the degraded lever, but the Results report no significant difference between the two levers. This reverses a result used to support the paper's conclusion about impaired goal-directed control.
“They performed significantly fewer responses on the lever for which the contingency had been degraded.”
“However, SHR rats did not show any difference between their responses on the non-degraded versus the degraded lever [t(10) = 0.98, p = 0.35].”
Cites
Development of a Strain of Spontaneously Hypertensive Rats
OKAMOTO, K., & AOKI, K. (1963) · Japanese Circulation Journal · doi:10.1253/jcj.27.282 · Cited by 2,545 · see citing works
Neuroscience of attention-deficit/hyperactivity disorder: the search for endophenotypes
Castellanos, F. X., & Tannock, R. (2002) · Nature Reviews Neuroscience · doi:10.1038/nrn896 · Cited by 1,827 · see citing works
Yin, H. H., Knowlton, B. J., & Balleine, B. W. (2004) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2004.03095.x · Cited by 1,226 · see citing works
Actions and habits: The development of behavioural autonomy
Dickinson, A. (1985) · Philosophical Transactions of the Royal Society of London. B, Biological Sciences · doi:10.1098/rstb.1985.0010 · Cited by 1,217 · see citing works
The role of the dorsomedial striatum in instrumental conditioning
Yin, H. H., Ostlund, S. B., Knowlton, B. J., & Balleine, B. W. (2005) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2005.04218.x · Cited by 1,099 · see citing works
sagvolden, T., johansen, E. B., aase, H., & russell, V. A. (2005) · Behavioral and Brain Sciences · doi:10.1017/s0140525x05000075 · Cited by 1,035 · see citing works
Bush, G., Valera, E. M., & Seidman, L. J. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.01.034 · Cited by 714 · see citing works
Berridge, C. W., Devilbiss, D. M., Andrzejewski, M. E., Arnsten, A. F. T., Kelley, A. E., Schmeichel, B., Hamilton, C., & Spencer, R. C. (2006) · Biological Psychiatry · doi:10.1016/j.biopsych.2006.04.022 · Cited by 617 · see citing works
Sagvolden, T. (2000) · Neuroscience & Biobehavioral Reviews · doi:10.1016/s0149-7634(99)00058-5 · Cited by 525 · see citing works
Catecholamine Influences on Dorsolateral Prefrontal Cortical Networks
Arnsten, A. F. T. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2011.01.027 · Cited by 493 · cited 8× · see citing works
“The therapeutic dose of MPH works primarily via (1) increasing DA signaling through multiple actions, including DAT blockade in the PFC, and significantly enhancing extracellular DA release in the striatum (Volkow et al., 2002; Wilens, 2008) and (2) indirectly increasing NE actions through blockade of its transporters…”
BackgroundInfluentialTripp, G., & Wickens, J. R. (2009) · Neuropharmacology · doi:10.1016/j.neuropharm.2009.07.026 · Cited by 492 · see citing works
Gill, M., Daly, G., Heron, S., Hawi, Z., & Fitzgerald, M. (1997) · Molecular Psychiatry · doi:10.1038/sj.mp.4000290 · Cited by 482 · see citing works
Waldman, I. D., Rowe, D. C., Abramowitz, A., Kozel, S. T., Mohr, J. H., Sherman, S. L., Cleveland, H. H., Sanders, M. L., Gard, J. M. C., & Stever, C. (1998) · The American Journal of Human Genetics · doi:10.1086/302132 · Cited by 462 · see citing works
Rodent Models of Attention-Deficit/Hyperactivity Disorder
Sagvolden, T., Russell, V. A., Aase, H., Johansen, E. B., & Farshbaf, M. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.02.002 · Cited by 448 · see citing works
Attention deficit-hyperactivity disorder and asymmetry of the caudate nucleus.
Hynd, G. W., Hern, K. L., Novey, E. S., Eliopulos, D., Marshall, R., Gonzalez, J. J., & Voeller, K. K. (1993) · Journal of Child Neurology · doi:10.1177/088307389300800409 · Cited by 395 · see citing works
Neuronal correlates of goal-based motor selection in the prefrontal cortex.
Matsumoto, K., Suzuki, W., & Tanaka, K. (2003) · Science · doi:10.1126/science.1084204 · Cited by 384 · see citing works
Arnsten, A. F., & Dudley, A. G. (2005) · Behavioral and Brain Functions · doi:10.1186/1744-9081-1-2 · Cited by 363 · see citing works
Mechanism of action of methylphenidate: Insights from PET imaging studies
Volkow, N. D., Fowler, J. S., Wang, G., Ding, Y., & Gatley, S. J. (2002) · Journal of Attention Disorders · doi:10.1177/070674370200601s05 · Cited by 353 · see citing works
Tripp, G., & Wickens, J. R. (2008) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2007.01851.x · Cited by 346 · see citing works
THE EFFECT OF CONTINGENCY UPON THE APPETITIVE CONDITIONING OF FREE‐OPERANT BEHAVIOR
Hammond, L. J. (1980) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.1980.34-297 · Cited by 291 · see citing works
Ostlund, S. B., & Balleine, B. W. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.1921-05.2005 · Cited by 291 · see citing works
Wilens, T. E. (2008) · Journal of Clinical Psychopharmacology · doi:10.1097/jcp.0b013e318173312f · Cited by 269 · cited 2× · see citing works
“…(1) increasing DA signaling through multiple actions, including DAT blockade in the PFC, and significantly enhancing extracellular DA release in the striatum (Volkow et al., 2002; Wilens, 2008) and (2) indirectly increasing NE actions through blockade of its transporters (Berridge et al., 2006).”
BackgroundInfluentialBrennan, A. R., & Arnsten, A. F. T. (2008) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1417.007 · Cited by 267 · see citing works
Mehta, M. A., Goodyer, I. M., & Sahakian, B. J. (2004) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2004.00221.x · Cited by 257 · see citing works
Animal models of attention-deficit hyperactivity disorder.
Davids, E., Zhang, K., Tarazi, F. I., & Baldessarini, R. J. (2003) · Brain Research Reviews · doi:10.1016/s0165-0173(02)00274-6 · Cited by 250 · see citing works
Bel, N., & Artigas, F. (1993) · Synapse · doi:10.1002/syn.890150310 · Cited by 237 · see citing works
Russell, V., de Villiers, A., Sagvolden, T., Lamm, M., & Taljaard, J. (1995) · Brain Research · doi:10.1016/0006-8993(95)00135-d · Cited by 200 · see citing works
The neuropharmacology of ADHD drugs in vivo: Insights on efficacy and safety
Heal, D. J., Cheetham, S. C., & Smith, S. L. (2009) · Neuropharmacology · doi:10.1016/j.neuropharm.2009.08.020 · Cited by 198 · see citing works
Robbins, T. W. (1978) · Psychopharmacology · doi:10.1007/bf00426794 · Cited by 189 · see citing works
Open-field behavior of spontaneously hypertensive rats.
Knardahl, S., & Sagvolden, T. (1979) · Behavioral and Neural Biology · doi:10.1016/s0163-1047(79)91801-6 · Cited by 177 · see citing works
Behavior of hypertensive and hyperactive rat strains: Hyperactivity is not unitarily determined
Sagvolden, T., Hendley, E. D., & Knardahl, S. (1992) · Physiology & Behavior · doi:10.1016/0031-9384(92)90432-2 · Cited by 157 · see citing works
Sagvolden, T., Pettersen, M. B., & Larsen, M. C. (1993) · Physiology & Behavior · doi:10.1016/0031-9384(93)90323-8 · Cited by 152 · see citing works
Wultz, B., Sagvolden, T., Moser, E. I., & Moser, M.-B. (1990) · Behavioral and Neural Biology · doi:10.1016/0163-1047(90)90848-z · Cited by 144 · see citing works
Bidirectional modulation of goal-directed actions by prefrontal cortical dopamine
Hitchcott, P. K., Quinn, J. J., & Taylor, J. R. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhm010 · Cited by 143 · see citing works
Schiffer, W. K., Volkow, N. D., Fowler, J. S., Alexoff, D. L., Logan, J., & Dewey, S. L. (2006) · Synapse · doi:10.1002/syn.20235 · Cited by 134 · see citing works
The role of the medial prefrontal cortex in achieving goals
Matsumoto, K., & Tanaka, K. (2004) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2004.03.005 · Cited by 123 · see citing works
Griffiths, K. R., Morris, R. W., & Balleine, B. W. (2014) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2014.00101 · Cited by 118 · see citing works
Robbins, T. W. (1975) · Psychopharmacology · doi:10.1007/bf00426218 · Cited by 111 · see citing works
Russell, V. A. (2003) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2003.08.010 · Cited by 107 · see citing works
Heal, D. J., Smith, S. L., Kulkarni, R. S., & Rowley, H. L. (2008) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2008.03.016 · Cited by 105 · see citing works
Ostlund, S. B., Winterbauer, N. E., & Balleine, B. W. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.1176-09.2009 · Cited by 103 · see citing works
A Role for Medial Prefrontal Dopaminergic Innervation in Instrumental Conditioning
Naneix, F., Marchand, A. R., Scala, G. D., Pape, J., & Coutureau, É. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.1234-09.2009 · Cited by 96 · see citing works
Advancing the spontaneous hypertensive rat model of attention deficit/hyperactivity disorder.
Kantak, K. M., Singh, T., Kerstetter, K. A., Dembro, K. A., Mutebi, M. M., Harvey, R. C., Deschepper, C. F., & Dwoskin, L. P. (2008) · Behavioral Neuroscience · doi:10.1037/0735-7044.122.2.340 · Cited by 95 · see citing works
Lex, B., & Hauber, W. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp151 · Cited by 94 · see citing works
Abnormal striatal BOLD responses to reward anticipation and reward delivery in ADHD
Furukawa, E., Bado, P., Tripp, G., Mattos, P., Wickens, J. R., Bramati, I. E., Alsop, B., Ferreira, F. M., Lima, D., Tovar-Moll, F., et al. (2014) · PLoS ONE · doi:10.1371/journal.pone.0089129 · Cited by 90 · see citing works
Mulder, A. B., Nordquist, R. E., Örgüt, O., & Pennartz, C. M. A. (2003) · Behavioural Brain Research · doi:10.1016/j.bbr.2003.09.016 · Cited by 84 · see citing works
Roessner, V., Sagvolden, T., DasBanerjee, T., Middleton, F. A., Faraone, S. V., Walaas, S. I., Becker, A., Rothenberger, A., & Bock, N. (2010) · Neuroscience · doi:10.1016/j.neuroscience.2010.02.073 · Cited by 76 · see citing works
Mehta, M. A., Calloway, P., & Sahakian, B. J. (2000) · Journal of Psychopharmacology · doi:10.1177/026988110001400314 · Cited by 63 · see citing works
CLEMENTS, K., & WAINWRIGHT, P. (2006) · Behavioural Brain Research · doi:10.1016/j.bbr.2005.09.016 · Cited by 44 · see citing works
Characterizing operant hyperactivity in the Spontaneously Hypertensive Rat.
Hill, J. C., Herbst, K., & Sanabria, F. (2012) · Behavioral and Brain Functions · doi:10.1186/1744-9081-8-5 · Cited by 41 · see citing works
Wultz, B., & Sagvolden, T. (1992) · Behavior Genetics · doi:10.1007/bf01066613 · Cited by 40 · see citing works
Reinforcement, Dopamine and Rodent Models in Drug Development for ADHD
Tripp, G., & Wickens, J. R. (2012) · Neurotherapeutics · doi:10.1007/s13311-012-0132-y · Cited by 33 · see citing works
Clements, K. M., Saunders, A. J., Robertson, B.-A., & Wainwright, P. E. (2007) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2006.09.003 · Cited by 20 · see citing works
Gauthier, J. M., Tassin, D. H., Dwoskin, L. P., & Kantak, K. M. (2014) · Behavioural Brain Research · doi:10.1016/j.bbr.2014.04.018 · Cited by 12 · see citing works
Is the Rainfall increasing on the Plains?
CLAYTON, H. H. (1888) · Science · doi:10.1126/science.ns-11.275.229-a · Cited by 4 · see citing works
Attention Deficit–Hyperactivity Disorder
Kelsey, J. E., Newport, D. J., & Nemeroff, C. B. (2005) · doi:10.1002/0471794635.ch8 · Cited by 2 · see citing works
Flagged first, then by citations
1 of the 57 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Hill, 1970, Facilitation of conditioned reinforcement as a mechanism of psychomotor stimulation, Amphetamines and Related Compounds, 781
Cited by
Sorted by citations
Hogarth, L., Lam‐Cassettari, C., Pacitti, H., Currah, T., Mahlberg, J., Hartley, L., & Moustafa, A. A. (2018) · European Journal of Neuroscience · doi:10.1111/ejn.13961 · Cited by 78 · see citing works
Classics in Chemical Neuroscience: Methylphenidate
Wenthur, C. J. (2016) · ACS Chemical Neuroscience · doi:10.1021/acschemneuro.6b00199 · Cited by 65 · see citing works
Leffa, D. T., Panzenhagen, A. C., Salvi, A. A., Bau, C. H. D., Pires, G. N., Torres, I. L. D. S., Rohde, L. A., Rovaris, D. L., & Grevet, E. H. (2019) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.02.019 · Cited by 49 · see citing works
Halbout, B., Liu, A. T., & Ostlund, S. B. (2016) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2016.00044 · Cited by 35 · see citing works
Natsheh, J. Y., & Shiflett, M. W. (2018) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2018.00045 · Cited by 27 · see citing works
Self-citationPalm, D., Uzoni, A., Simon, F., Fischer, M., Coogan, A., Tucha, O., Thome, J., & Faltraco, F. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.06.007 · Cited by 20 · see citing works
Chronic Methylphenidate Effects on Brain Gene Expression: An Exploratory Review
Klein, S., Blum, K., Gold, M. S., & Thanos, P. K. (2024) · Psychology Research and Behavior Management · doi:10.2147/prbm.s445719 · Cited by 15 · see citing works
Geurts, D. E. M., den Ouden, H. D., Janssen, L., Swart, J., Froböse, M., Cools, R., & Speckens, A. (2022) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2022.938082 · Cited by 5 · see citing works
The neurobehavioral mechanisms of motivational control in attention-deficit/hyperactivity disorder
Ceceli, A. O., Natsheh, J. Y., Cruz, D., & Tricomi, E. (2020) · Cortex · doi:10.1016/j.cortex.2020.02.009 · Cited by 9 · see citing works
Self-citationThe Effects of Chronic Psychostimulant Administration on Bone Health: A Review
Nowak, J., Aronin, J., Beg, F., O'Malley, N. T., Ferrick, M. R., Quattrin, T., Pavlesen, S., Hadjiargyrou, M., Komatsu, D. E., & Thanos, P. K. (2024) · Biomedicines · doi:10.3390/biomedicines12081914 · Cited by 8 · see citing works
Contrasting effects of DOI and lisuride on impulsive decision-making in delay discounting task
Jiang, K., Liu, X., & Su, R. (2022) · Psychopharmacology · doi:10.1007/s00213-022-06229-y · Cited by 8 · see citing works
Methylphenidate Reversal of Dexmedetomidine-Induced Versus Ketamine-Induced Sedation in Rats
Vincent, K. F., Park, G., Stapley, B. M., Dillon, E. J., & Solt, K. (2024) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000007085 · Cited by 4 · see citing works
Ceceli, A. O., Esposito, G., & Tricomi, E. M. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01997 · Cited by 4 · see citing works
Natsheh, J. Y., Espinoza, D., Bhimani, S., & Shiflett, M. W. (2021) · Psychopharmacology · doi:10.1007/s00213-021-05931-7 · Cited by 3 · see citing works
Self-citationSustaining temporal attention prevents habit expression during operant learning in rats
Lin, Z., Nishikawa, H., Iguchi, Y., Iwanami, A., Kikuchi, M., & Toda, S. (2020) · Scientific Reports · doi:10.1038/s41598-020-67304-y · Cited by 2 · see citing works
Liu, Z., Yin, W., Chen, Z., He, W., Zhang, Z., Sun, S., & Yu, M. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1691228 · Cited by 1 · see citing works
Dobryakova, E., & Shroff, S. (2018) · Springer eBooks · doi:10.1007/978-3-319-57111-9_355
Dobryakova, E., & Shroff, S. (2018) · Springer eBooks · doi:10.1007/978-3-319-56782-2_355-2
Ding, M., Zhang, R., & Feng, T. (2025) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2025.111427
Pierce-Messick, Z. J., Sari, E., & Corbit, L. H. (2025) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2025.108078
- Authors
- Natsheh, J. Y., & Shiflett, M. W.
- Affiliations
- Rutgers, The State University of New Jersey (US)
- Corresponding author
- Natsheh, Joman Y.
- Venue
- Frontiers in Behavioral Neuroscience
- Publisher
- Frontiers Media SA
- Published
- 2015-11-25
- Volume
- 9
- Pages
- 326-326
- ISSN
- 1662-5153 (ISSN-L)
- PMC
- PMC4659329
- OpenAlex
- W2204218963
- Semantic Scholar
- 6033a9ec6f4c10a5f4f345e0d454eefaa00bb6c0
- Cited by
- 21
- References
- 57
- Citations by year
- 2025: 3 · 2024: 3 · 2022: 2 · 2021: 2 · 2020: 2 · 2019: 3 · 2018: 4 · 2016: 2
- FWCI
- 1.62
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Frontiers in Behavioral Neuroscience (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institute on Drug Abuse (R15DA029544)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- methylphenidate, goal-directed behavior, attention deficit hyperactivity disorder, spontaneously hypertensive rats, Wistar-Kyoto rats, operant conditioning, choice behavior, outcome devaluation, satiety, habitual behavior, animal model of ADHD, stimulant medication effects
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-11-01.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-01.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review