Materials and Reagents

Materials

Chocolate-flavored pellets (20 mg/pellet, 5TUL #1811223, TestDiet, Richmond, IN, USA)
Microsyringe (10 μl, Model 1701 N S.Y.R., Cemented N.D.L., 26 ga, 2 in, point style 3, #80039, Hamilton company, N.V., U.S.A.)
Polyethylene tubing (PE-20, #C315CT , Plastics One, U.K.)
Bilateral guide cannula (26-gauge cannula cut 12 mm below pedestal, #C235GS-5/Spc, Plastics One, U.K.)
Bilateral internal cannula (33-gauge internal cannula fits 12 mm C235GS-5/Spc with 3 mm projection, Plastics One, U.K.)
Osmotic minipumps (flow rate of 0.25 μl/h for 28 days, Model 2004, #0000298 , Alzet, CA, U.S.A.)
Scalpel ( #02-036-040 , AgnTho's, Sweden)
Manual drill ( DH-1 , Plastics One, U.K.)
Blunt-tipped surgical scissors ( #03-022-105 , AgnTho's, Sweden)
Curved iris forceps ( #08-513-005 , AgnTho's, Sweden)
Suture clips ( #08-922-125 , AgnTho's, Sweden)
Surgical clips ( #22-620-007 , AgnTho's, Sweden)
Suture thread (black braided silk, TB10, 3/8 TRIANG 15 mm 4/0 90 cm, #55327-50U , LorcaMarín, Spain)

Reagents

Distilled water
Ethanol 70%
Iodine (Betadine, 500 ml, #716720 , MEDA Pharma S.A.U., Spain)
Physiological saline (0.9%, 250 ml, #999790.8 , Laboratorios ERN, Spain)
Glucose serum (GlucosaVet 5g/100ml, #1248 ESP , B. Braun Vet Care, Spain)
Xilin night (5 g, #2919-PS-CM , Visufarma, Spain)
Blastoestimulina (1%, 30g, # 719385 , Almirall, Spain)
Vetflurane (Isoflurane, 250 ml, #2199-ESP , Virbac, Spain)
Clozapine N-oxide (CNO, 25 mg, #BML-NS105-0025 , Enzo Life Sciences, NY) diluted in 0.9% sterile saline (5 mg/ml)
Anesthesia reagents
1. Ketamine hydrochloride (75 mg/kg of body weight, 10 ml, Ketamidor, #580393 , Richterpharma ag, Austria) dissolved in sterile 0.9% physiological saline
2. Medetomidine hydrochloride (1 mg/kg of body weight, #570686 , Domtor; Esteve, Spain) dissolved in sterile 0.9% physiological saline
3. Atipamezole hydrochloride (2.5 mg/kg of body weight, #570559 , Revertor; Virbac, Spain) dissolved in sterile 0.9% physiological saline
4. Gentamicine (1 mg/kg of body weight, #999037 , Genta-Gobens; Laboratorios Normon, Spain) dissolved in sterile 0.9% physiological saline
5. Meloxicam (2 mg/kg of body weight, Metacam; #059/02/08CVFPT , Boehringer Ingelheim, Rhein) dissolved in sterile 0.9% physiological saline
Viral vectors (storage at -80 °C). Examples
1. AAV8-hSyn-DIO-hM4D(Gi)-mCherry (1.21E + 13 gc/ml, Viral Vector Production Unit of Universitat Autònoma de Barcelona)
2. AAV8-hSyn-DIO-mCherry (1.19E + 13 gc/ml, Viral Vector Production Unit of Universitat Autònoma de Barcelona)
3. AAVrg pmSyn1-EBFP-Cre (6 x 10¹² vg/ml, Addgene, viral prep # 51507-AAVrg )

Equipment

Mouse operant self-administration chambers (Model ENV-307A-CT , Med Associates, Georgia, VT, U.S.A.)
The operant chambers are equipped with two retractable levers (#ENV-312-2M, Med Associates), one randomly selected as the active lever and the other as the inactive. Pressing on the active lever results in a food pellet delivery paired with a stimulus-light (associated-cue, #ENV-321M, Med Associates), located above the active lever, and while pressing on the inactive lever has no consequences. A food dispenser (#ENV-303M pellet receptacle, #ENV-203M-20, modular pellet dispenser, Med Associates) equidistant between the two levers permit the delivery of food pellets when required. The floor of the chambers is a grid floor (#ENV-307A-GF, Med Associates) that serves to deliver electric foot shocks in the session of shock test and serves as a contextual cue in the session of shock-induced suppression the day after the shock test. During the rest of the self-administration sessions, a metal sheet with holes is placed above the grid floor. Thus, mice can discriminate between different contexts. A house light is placed on the ceiling of the chamber (#ENV-315M, Med Associates). The chambers are made of aluminum and acrylic and are housed in sound- and light-attenuated boxes equipped with fans to provide ventilation and white noise. (Figure 1).

Figure 1. Diagram and images of an operant self-administration chamber. A. Diagram of the operant chamber. The operant chamber is equipped with two retractable levers (active and inactive), a stimulus-light, and a food pellet dispenser. The floor of the chamber is a grid floor that delivers electric foot shocks in the session of shock test but is covered during the rest of self-administration sessions with a metal sheet with holes. B. Image with detail of the panel containing the active lever signaled by the cue-light and the metal sheet with holes. C. General view of the Skinner Box with the operant box light, the active lever, the cue-light, the grid floor that delivers electric foot shocks, the metal sheet with holes, and the food dispenser.

Stereotaxic apparatus (100-micron resolution, Model 900 , Koft instruments, C. A., U.S.A.)
Standing magnifier (OPMI 1 FR, Carl Zeiss, U.S. A.)
Microinfusion pump (P.H.D. 2000, #MA1 70-20xx , Harvard Apparatus, Holliston, MA, U.S.A.)
Animal trimmer ( #M630 , Artero, Spain)
Cold light (Leica C.L.S. 150x, Leica Microsystems, Spain)
Heating pad ( #N2P 220-230 , 60W, 50Hz, Daga, Spain)
Hot bead sterilizer (FST 250, #18000-45 , AgnTho's, Sweden)

Software

Med-PC Software (Med Associates Inc, U.S.A.). Software that registers all the behavior in the operant self-administration chambers
GraphPad Prism software (GraphPad Software, U.S.A.) to perform all graphs
SPSS software (I.B.M., version 25) to perform statistical data analysis

Procedure

Male mice are housed individually in temperature (21 ± 1 °C)-and humidity (55 ± 10%) -controlled laboratory conditions maintained with food and water ad libitum. Mice are tested during the dark phase of a reverse light cycle (lights off at 8.00 a.m and on at 8.00 p.m).

Self-administration session
The beginning of each self-administration session is signaled by turning on a house light placed on the ceiling of the chamber during the first 3 s. Daily self-administration sessions maintained by chocolate-flavored pellets last 1 h in the long food addiction protocol and 2 h in the short food addiction protocol to increase the exposure of the palatable pellets on each day to ensure the development of the addiction-like phenotype. The self-administration sessions are composed of 2 pellet periods (25 min and 55 min) separated by a pellet-free period (10 min). During the pellet periods, pellets are delivered contingently after an active response paired with a stimulus light (cue light). A time-out period of 10 s is established after each pellet delivery, where the cue light is off, and no reinforcer is provided after responding on the active lever. Responses on the active lever and all the responses performed during the time-out period are recorded. During the pellet-free period, no pellet is delivered, and this period is signaled by the illumination of the entire self-administration chamber. After each session, mice are returned to their home cages.
In the operant conditioning sessions, mice are under a fixed ratio 1 (FR1) schedule of reinforcement (1 lever-press results in one pellet delivery) followed by an increased F.R. to 5 (FR5) (5 lever-presses results in 1 pellet delivery) for the rest of the sessions. As previously described (Martín-García et al., 2011), the criteria for the achievement of the operant responding are acquired when all of the following conditions are met: (1) mice maintained a stable responding with less than 20% deviation from the mean of the total number of reinforcers earned in 3 consecutive sessions (80% of stability); (2) at least 75% responding on the active lever; and (3) a minimum of 5 reinforcers per session.

Measurement of the 3 food addiction-like criteria
Three behavioral tests are used to evaluate the food addiction-like criteria as described (Mancino et al., 2015; Domingo-Rodriguez et al., 2020) and adapted from cocaine addiction-like in rats (Deroche-Gamonet et al., 2004). These 3 criteria summarize the hallmarks of addiction based on DSM-IV (Piazza and Deroche-Gamonet, 2013), specified in DSM-5, and now included in the food addiction diagnosis through the YFAS 2.0 (Gearhardt et al., 2016).
1. Persistence to response (Figure 2A): Non-reinforced active responses during the pellet free period (10 min), when the box is illuminated and signaling the unavailability of pellet delivery, are measured as persistence of food-seeking behavior. On the 3 consecutive days before the progressive ratio, mice are scored.
2. Motivation (Figure 2B): The progressive ratio schedule of reinforcement is used to evaluate the motivation for chocolate-flavored pellets. The response required to earn one single pellet escalates according to the following series: 1, 5, 12, 21, 33, 51, 75, 90, 120, 155, 180, 225, 260, 300, 350, 410, 465, 540, 630, 730, 850, 1,000, 1,200, 1,500, 1,800, 2,100, 2,400, 2,700, 3,000, 3,400, 3,800, 4,200, 4,600, 5,000, and 5,500. The maximal number of responses that the animal performs to obtain one pellet is the last event completed, referred to as the breaking point. The maximum duration of the progressive ratio session is 5 h or until mice do not respond on any lever within 1 h.
3. Compulsivity (Figure 2C): Total number of shocks in the session of shock test (50 min), when each pellet delivered is associated with punishment, are used to evaluate compulsivity-like behavior, previously described as resistance to punishment (Deroche-Gamonet et al., 2004; Mancino et al., 2015). Mice are placed in a self-administration chamber without the metal sheet with holes and, consequently, with the grid floor exposed (contextual cue). In this shock-session, mice are under an FR5 schedule of reinforcement during 50 min with 2 schedule changes: at the 4^th active lever-response mice receive only an electric foot-shock (0.18 mA, 2 s) without pellet delivery, and at the 5^thactive lever-response, mice receive another electric foot-shock with a chocolate-flavored pellet paired with the cue light. The schedule is reinitiated after 10 s pellet delivery (time-out period) and after the 4^th response if mice do not perform the 5^th response within 1 min.
  
  Figure 2. The 3 addiction-like criteria. A. Persistence to response. Non-reinforced active responses during the pellet free period (10 min), when the box is illuminated and signaling the unavailability of pellet delivery, are used to evaluate the persistence of food-seeking. B. Motivation. The progressive ratio test is used to evaluate the motivation for chocolate-flavored pellets. The responses to earn a single pellet increase exponentially. The maximal number of responses that the animal performs to obtain one pellet is the last event completed, referred to as the breaking point. C. Compulsivity. The total number of shocks in the session of shock test, when each pellet delivered is associated with punishment, is used to evaluate compulsivity-like behavior.
4. Attribution of the 3 addiction-like criteria (Figure 3): After performing the 3 behavioral tests to measure the food addiction-like behavior, mice are categorized in vulnerable or resilient animals at the early period and addicted or non-addicted animals at the late period, depending on the number of positive criteria that they have achieved at the early or late period respectively. An animal is considered positive for an addiction-like criterion when the score of the specific behavioral test is equal or above the 75^th percentile of the normal distribution of the chocolate control group. Mice that achieve 2 or 3 addiction-like criteria are considered vulnerable, or addicted animals and mice that achieve 0 or 1 addiction-like criteria are considered resilient or non-addicted animals.
Note: The example of graphs presented in this section are the data obtained with CBL57/6N mice. Data derived from Domingo-Rodriguez et al., 2020.

Figure 3. Attribution of the 3 addiction-like criteria Mice perform 3 behavioral tests to measure the food addiction-like behavior and obtain an individual score for each criterion. The percentile 75^th of the normal distribution of the chocolate control group in each criterion (dashed horizontal line) is established as a threshold to consider an animal positive for this addiction-like criterion when its individual score is equal or above the 75^th percentile. Mice that achieve 2 or 3 addiction-like criteria are considered addicted animals, and mice that achieve 0 or 1 addiction-like criteria are considered non-addicted animals. Four mice (A-D) are indicated in the figure as an example. Mouse A presents the values of each criterion below the threshold achieving 0 criteria and is classified as a non-addicted animal. Mouse B displays a score in persistence to the response above the threshold and below in motivation and compulsivity, achieving 1 criterion and is classified as a non-addicted animal. Mouse C shows a score in persistence to response and compulsivity above the threshold and below in motivation achieving 2 criteria and is categorized as an addicted animal. Mouse D shows a score of each criterion above the 75^th percentile achieving 3 criteria and is classified as an addicted animal. Data are expressed as individual values and median with interquartile range. White circles: mice with 0 criteria. Green circles: mice with 1 criterion. Blue circles: Mice with 2 criteria. Red circles: mice with 3 criteria. Data derived from Domingo-Rodriguez et al., 2020.

Measurement of 4 phenotypic traits considered as factors of vulnerability to addiction-like behavior
1. Impulsivity (Figure 4A): Non-reinforced active responses during the time-out periods (10 s) after each pellet delivery are measured as impulsivity-like behavior indicating the inability to stop a response once it is initiated (Logan et al., 1997; Koob and Volkow, 2010). The 3 consecutive days before the progressive ratio test are considered for this criterion.
2. Cognitive flexibility (Figure 4B): Measured with a reversal test that indicates the ability to change responding to stimuli that have previously predicted the availability of reward (Schoenbaum et al., 2011). The reversal test is a standard training self-administration session, but the active and the inactive levers are reversed.
3. Appetitive associative learning (Figure 4C): Measured with the cue-induced food seeking test. The cue-induced food-seeking test lasts 90 min and is divided into two periods: 60 min + 30 min. In the first 60 min period, all lever-presses are not reinforced (active and inactive lever-presses have no scheduled consequences). In the subsequent 30 min, the white cue light previously associated with pellet delivery during a normal self-administration session is illuminated contingently for 30 min according to an FR5. To signal the change in the schedule, the cue light is presented twice non-contingently and for 4 s.
4. Aversive associative learning (Figure 4D): Measured with the shock-induced suppression test. In the shock-induced suppression test, mice are placed in the self-administration chamber for 50 min with the same grid floor used during the shock-test. However, during this FR5 self-administration session, pressing the active lever has no consequences, no shock, no chocolate-flavored pellets, and no cue-light. Non-reinforced active responses during this shock-induced suppression test are measured for the aversive associative learning.
Figure 4. The 4 phenotypic traits considered as factors of vulnerability to addiction-like behavior. A. Impulsivity measured by the non-reinforced active responses not paired with a stimulus light during the time-out periods (10 s) after each pellet delivery. B. Cognitive flexibility measured by the reversal test. The reversal test is an FR5 self-administration session, but the active and the inactive levers are reversed compared to the previous self-administration session. C. Appetitive associative learning measured by the cue-induced food-seeking test. The cue-induced food-seeking test is a self-administration session that longs 90 min and is divided into two periods: 60 min + 30 min. In the first 60 min period, all lever-presses are not reinforced (active and inactive lever-presses have no scheduled consequences). In the subsequent 30 min, the white cue light, associated with pellet delivery during a normal self-administration session, is illuminated contingently for 30 min according to an FR5. D. Aversive associative learning measured by the shock-induced suppression test.

Experimental design
Long protocol for food addiction in mice (Figure 5): In the long food protocol, mice are trained under FR1 schedule of reinforcement during 6 sessions, followed by 112 sessions of FR5 to self-administer chocolate-flavored pellets. During FR5 sessions, the 3 addiction-like criteria (1) persistence to response (2), motivation (3), and compulsivity and 4 phenotypic traits considered as factors of vulnerability to addiction (1) impulsivity, (2) cognitive flexibility, (3) appetitive associative learning and (4) aversive associative learning, are evaluated at 2 different time points in each mouse. The 1^st time point is the early period (sessions 1-18 of FR5), and the 2^ndtime point is the late period (sessions 95-112 of FR5). Depending on the positive criteria that mice have achieved in the early period, animals are categorized in resilient (0-1 criteria) or vulnerable animals (2-3 criteria), and in the late period, mice are categorized in non-addicted (0-1 criteria) or addicted animals (2-3 criteria).

Figure 5. Timeline of the experimental sequence of the long food addiction mouse model. Mice are trained for chocolate-flavored pellets under an FR1 schedule of reinforcement on 1 h daily sessions for 6 days, followed by 112 days on an FR5. In the FR5, 2-time points are considered, early and late period, to measure the 3 addiction-like criteria (persistence to response, motivation, and compulsivity). Depending on the positive criteria that mice have achieved in the early period, animals are categorized in resilient (0-1 criteria) or vulnerable animals (2-3 criteria), and in the late period, mice are categorized in non-addicted (0-1 criteria) or addicted animals (2-3 criteria). In both early and late periods, 4 phenotypic traits as factors of vulnerability to addiction (impulsivity, cognitive flexibility, appetitive associative learning, and aversive associative learning) are also evaluated.

Experimental design
Short protocol for food addiction in mice (Figure 6): In the short protocol, mice follow the same behavioral procedure described for the early period in the long food addiction protocol with some variations due to the surgical viral vector injection. The short protocol lasts 9 weeks. In the 1^st week, mice are trained to acquire the operant conditioning maintained by chocolate-flavored pellets under FR1 (2 sessions) and FR5 (2 sessions) schedules of reinforcement. In the 2^nd week, the viral vector of interest is injected in mice by stereotaxic surgery.
Examples of viral vectors strategies:
1. Chemogenetic approach (DREADD approach): It refers to the injection of Cre-dependent AAV carrying a DREADD in a determined brain region of genetically modified mice expressing the Cre-recombinase in a specific cell-type.
2. Combined chemogenetic and a retrograde AAV approach (retro-DREADD approach): It refers to the combinatorial injection of Cre-dependent AAV carrying a DREADD in a determined brain region and an AAV retrograde expressing the Cre-recombinase in its projecting brain area to target a specific network in wild type mice.
  After bilateral intracranial injection/s of the viral vector/s, the expression of the viral vector/s is allowed during the period of 4 weeks (2^nd, 3^rd, 4^th, and the 5^th week). At the beginning of this period (3^rd week), mice are under FR5 (4 sessions) to recover the basal levels of operant responding. At the end of these 4 weeks (5^th week), an osmotic minipump filled with CNO or saline is subcutaneously implanted in the back of each mouse. Subsequently, during the 6^th, 7^th, 8^th, and 9^th weeks, when it is a chronically CNO-induced activation of the expressed DREADD receptors, mice are under FR5 scheduled sessions followed by the measurement of the 3 addiction-like criteria. Finally, depending on the positive criteria that mice have achieved, animals are categorized in non-addicted (0-1 criteria) or addicted animals (2-3 criteria).
  
  Figure 6. Timeline of the experimental sequence of the short food addiction mouse model. In the 1^stweek, mice are trained to acquire the operant conditioning maintained by chocolate-flavored pellets under FR1 (2 sessions) and FR5 (3 sessions) schedule of reinforcement followed by the surgery for injecting the viral vector of interest (2^ndweek). After surgery, the expression of the viral vector is allowed for a period of 4 weeks (2^nd, 3^rd, 4^th, and the 5^thweek). At the beginning of this period (3^rd week), mice are nder FR5 (4 sessions) to recover the basal levels of operant responding, and at the end of this period (5^th week), an osmotic minipump filled with CNO is implanted. During the 6^th, 7^th, 8^th, and 9^thweeks, when it is a chronic inhibition of the CNO-induced activation of the expressed DREADD receptors, mice are under FR5 scheduled sessions followed by the measurement of the 3 addiction-like criteria.
Step by step protocol
1. Long food addiction mouse protocol
  1. Sessions 1-6 (FR1): During these sessions, operant conditioning under the FR1 schedule of reinforcement was applied.
  2. Sessions 1-112 (FR5): During these sessions, operant conditioning under the FR5 schedule of reinforcement was applied.
    1. Sessions 1-18 (FR5): These sessions of FR5 constituted the early period of the long food addiction mouse protocol.
    2. Categorize mice in vulnerable and resilient animals depending on the number of positive addiction-like criteria achieved at the early period.
    3. Sessions 18-95 (FR5): FR5 sessions.
    4. Sessions 95-112 (FR5): Theses sessions constitute the late period.
    5. Categorize mice in addicted and non-addicted animals depending on the number of positive addiction-like criteria achieved in the late period. Using this protocol in C57BL/6N, we obtained 25% of addicted mice.
2. Short food addiction mouse protocol
Data analysis
1. Exclusion criteria
  1. Animals that responded < 25% of all FR5 sessions and did not achieve the acquisition criteria were excluded from the remaining experimental sequence.
  2. Animals with a viral vector expression outside the brain regions of interest are excluded from the experiment.
2. Graphs and statistical analysis
1. Number of reinforcers
  1. Graphs: Mean number of reinforcers obtained in each session during the entire food addiction protocol per group (Figure 10). Mean ± S.E.M represents data.
  2. Statistical analysis: ANOVA analyzes the number of reinforcers with repeated measures for each step of the protocol separately (FR1, FR5) to test the evolution over time.
    
    Figure 10. Chemogenetic inhibition of PL-NAc core projection leads to compulsive behavior towards highly palatable food. Number of reinforcers during operant training sessions maintained by chocolate-flavored pellets (mean ± S.E.M). In white saline-treated mice and red for CNO-treated mice (n = 12 for saline-treated mice and n = 22 for CNO-treated mice).
  3. Behavioral tests of the 3 addiction-like criteria (Persistence to response, motivation, and compulsivity)
    1. Graphs: The data of the 3 criteria are expressed as individual values with the median and the interquartile range (Figure 11).
      1. Persistence to response: Mean of the total number of non-reinforced active responses during 3 consecutive daily 10-min of pellet free period.
      2. Motivation: Breaking point achieved in 5 h of the progressive ratio test.
      3. Compulsivity: Number of shocks that mice received in 50 min in the shock test in which each pellet delivery is associated with a foot-shock.
      4. The graphs of the 3 addiction-like criteria at the late period present a dashed horizontal line indicating the 75^th percentile of the distribution of the control group used as the threshold to consider a mouse positive for 1 criterion.
        
        Figure 11. Behavioral tests of the three addiction-like criteria showing increased compulsivity in CNO-treated mice with an inhibition of the PL-NAc core pathway (individual values with the median and the interquartile range, U Mann-Whitney, **P < 0.01). The dashed horizontal line indicates the 75^th percentile of the distribution of mice treated with saline. Addicted mice in gray ﬁlled circles for saline-treated mice and red for CNO-treated mice (n=12 for saline-treated mice and n = 22 for CNO-treated mice).
      5. Statistical analysis
        Analyze the distribution of the sample by the Kolmogorov-Smirnov normality test.
        Comparisons between the two groups are analyzed by U Mann-Whitney if the sample does not follow a normal distribution (significance value in the Kolmogorov-Smirnov normality test).
        Comparisons between groups are analyzed by Student’s t-test if the sample follows a normal distribution (no significant value in the Kolmogorov-Smirnov normality test).
    2. Categorization of mice in addicted and non-addicted animals
      1. Graphs: Parts of holes graphs represent the percentage of addicted and non-addicted animals in each group (Figure 12).
      2. Statistical analysis: The percentage of addicted mice compare with the non-addicted ones are analyzed by a Chi-square test, in which it is compared the observed frequencies with the frequencies obtained in the control group.
        
        Figure 12. Increased percentage of CNO-treated with an inhibition of the PL-NAc core pathway mice classiﬁed as food addicted animals (chi-square, ***P < 0.001, n = 12 for saline-treated mice and n = 22 for CNO-treated mice).
      3. Correlations between individual values of each addiction-like criteria and the final number of positive criteria achieved. Correlations are analyzed by Pearson's correlation coefficient.
      4. Behavioral tests of the 4 phenotypic traits as factors of vulnerability to addiction-like behavior (Impulsivity, cognitive flexibility, appetitive associative learning, and aversive associative learning):
      5. A P-value < 0.05 is used to determine statistical signiﬁcance.
      Expected outcome
      Note: The example of graphs presented in this section are the data obtained comparing mice with a chemogenetic inhibition of PL-NAc core pathway and mice with no inhibition of this network. All this data is published in the manuscript Domingo-Rodriguez et al., 2020.
  Notes
  Bodyweight and food intake are measured once a week during the entire short and long food addiction mouse protocols. These measurements are especially crucial in the short food addiction mouse protocol in which it is used osmotic minipumps filled with CNO. We demonstrated that in our conditions, no side effects of CNO are revealed on body weight, food intake, and neither in locomotor activity (Domingo-Rodriguez et al., 2020).
  Acknowledgments
  We thank E. Senabre, S. Kummer for their critics and technical support. This work was supported by the Spanish Ministerio de Economía y Competitividad-MINECO (#SAF2017-84060-R-AEI/FEDER-UE), the Spanish Instituto de Salud Carlos III, RETICS-RTA (#RD12/0028/0023), the Generalitat de Catalunya, AGAUR (#2017 SGR-669), ICREA-Acadèmia (#2015) and the Spanish Ministerio de Sanidad, Servicios Sociales e Igualdad, Plan Nacional Sobre Drogas (#PNSD-2017I068) to R.M., Fundació La Marató-TV3 (#2016/20-30) and Plan Nacional Sobre Drogas of the Spanish Ministry of Health (#PNSD-2019I006) to E.M-G. The methodology described was previously used in Domingo-Rodriguez et al., 2020. Figures with drawings are created with BioRender.com.
  Competing interests
  The authors have no conflicts of interest.
  Ethics
  All experimental protocols were performed in accordance with the guidelines of the European Communities Council Directive 2010/63/EU and approved by the local ethical committee (Comitè Ètic d'Experimentació Animal-Parc de Recerca Biomèdica de Barcelona, CEEA-PRBB, agreement N 9687).
  References
  1. Deroche-Gamonet, V., Belin, D. and Piazza, P. V. (2004). Evidence for addiction-like behavior in the rat. Science 305(5686): 1014-1017.
  2. Domingo-Rodriguez, L., Ruiz de Azua, I., Dominguez, E., Senabre, E., Serra, I., Kummer, S., Navandar, M., Baddenhausen, S., Hofmann, C., Andero, R., Gerber, S., Navarrete, M., Dierssen, M., Lutz, B., Martín-García, E. And Maldonado, R. (2020). A specific prelimbic-nucleus accumbens pathway controls resilience versus vulnerability to food addiction. Nat Commun 11(1): 782.
  3. Gearhardt, A. N., Corbin, W. R. and Brownell, K. D. (2016). Development of the Yale Food Addiction Scale Version 2.0. Psycho Addict Behav 30(1): 113-121.
  4. Hamer, D. (2002). Genetics. Rethinking behavior genetics. Science 298(5591): 71-72.
  5. Koob, G. F. and Volkow, N. D. (2010). Neurocircuitry of addiction. Neuropsychopharmacology 35(1): 217-238.
  6. Koob, G. F. and Volkow, N. D. (2016). Neurobiology of addiction: a neurocircuitry analysis. Lancet Psychiatry 3(8): 760-773.
  7. Lindgren, E., Gray, K., Miller, G., Tyler, R., Wiers, C. E., Volkow, N. D. and Wang, G. J. (2018). Food addiction: A common neurobiological mechanism with drug abuse. Front Biosci (Landmark Ed) 23: 811-836.
  8. Logan, G. D., Schachar, R. J. and Tannock, R. (1997). Impulsivity and Inhibitory Control. Psychol Sci 8(1): 60-64.
  9. Mancino, S., Burokas, A., Gutierrez-Cuesta, J., Gutierrez-Martos, M., Martin-Garcia, E., Pucci, M., Falconi, A., D'Addario, C., Maccarrone, M. and Maldonado, R. (2015). Epigenetic and Proteomic Expression Changes Promoted by Eating Addictive-Like Behavior. Neuropsychopharmacology 40(12): 2788-2800.
  10. Martin-Garcia, E., Burokas, A., Kostrzewa, E., Gieryk, A., Korostynski, M., Ziolkowska, B., Przewlocka, B., Przewlocki, R. and Maldonado, R. (2011). New operant model of reinstatement of food-seeking behavior in mice. Psychopharmacology (Berl) 215(1): 49-70.
  11. Moore, C. F., Sabino, V., Koob, G. F. and Cottone, P. (2017). Pathological Overeating: Emerging Evidence for a Compulsivity Construct. Neuropsychopharmacology 42(7): 1375-1389.
  12. Nestler, E. J., Pena, C. J., Kundakovic, M., Mitchell, A. and Akbarian, S. (2016). Epigenetic Basis of Mental Illness. Neuroscientist 22(5): 447-463.
  13. Piazza, P. V. and Deroche-Gamonet, V. (2013). A multistep general theory of transition to addiction. Psychopharmacology (Berl) 229(3): 387-413.
  14. Pursey, K. M., Stanwell, P., Gearhardt, A. N., Collins, C. E. and Burrows, T. L. (2014). The prevalence of food addiction as assessed by the Yale Food Addiction Scale: a systematic review. Nutrients 6(10): 4552-4590.
  15. Schoenbaum, G., Roesch, M. R., Stalnaker, T. A. and Takahashi, Y. K. (2011). Orbitofrontal Cortex and Outcome Expectancies: Optimizing Behavior and Sensory Perception. In: Gottfried, J. A. (Ed.). Neurobiology of Sensation and Reward. Boca Raton (FL): CRC Press/Taylor & Francis.