1. Introduction
The global problem of substance abuse poses a serious threat to public health and child safety, with significant consequences extending into adolescence. Any involvement in substance abuse at an early age can disrupt normal developmental processes and profoundly affect a child's future trajectory. Early exposure to substance abuse has been consistently associated with long-term physical, behavioural, social, and health risks [
1,
2,
3,
4].
Adolescence is a critical period characterized by vulnerability to substance use, which can lead to significant consequences such as the development of problematic substance use patterns, substance use disorders, and other psychiatric conditions such as depression, anxiety, and conduct disorder. In addition, substance use during this formative period can alter the brain development in the regions responsible for higher-order cognitive functions and inhibitory control, posing long-term cognitive challenges [
5].
Adolescents make up 20% of the world's population and are particularly at risk of substance abuse [
6]. Among 15-24-year-olds, about 18.2% (8.6 million) reported using cannabis in the last year, with 9.6% (4.5 million) using it in the last month [
7]. Cannabis remains a significant problem, being the second most commonly reported substance in acute drug toxicity presentations in the Euro-DEN Plus hospital network in 2021; it was involved in 25% of such cases, often in combination with other substances [
7].
In recent decades, new psychoactive substances (NPSs) have become a growing concern. By the end of 2022, the European Monitoring Centre for Drugs and Drug Addiction (EMCDDA) was monitoring around 930 new psychoactive substances, of which 41 were reported in Europe for the first time in 2022 [
7]. National estimates of last-year NPS use among young adults (aged 15-34) vary widely, from 0.1 % in Latvia to 5.1 % in Romania [
7].
The prevalence of other illicit drugs is also striking. In the European Union, surveys suggest that almost 2.3 million young adults (aged 15-34) have used cocaine in the last year, and 1.3 million have used amphetamines [
7]. In addition, 1.8 million young adults have reported using MDMA, with 2.0% of those aged 15-24 having used it in the past year [
7].
Specifically in Romania, data from the Romanian Observatory of Drugs and Drug Addiction show that among 15-34-year-olds, rates of lifetime use, last-year use, and last-month use of any illicit drug are higher than those in the general population, at 16.9%, 10%, and 6.6%, respectively [
8]. There has been a significant increase in last-month use, with a 1.4-fold increase compared with previous surveys [
8]. Among 16-year-old students, lifetime use of any illicit drug is 9.5%, with 9% reporting use in the past year [
8]. Notably, among those who have used cannabis in the last 12 months, more than one-quarter have also used ecstasy (29.3%) and cocaine (26.3%), and a significant proportion have also used amphetamines (20.7%), methamphetamines, or new psychoactive substances (around 16%) [
8].
This six-year multicentre study aims to describe patterns and emerging trends in acute intentional poisoning that occur during recreational use of substances of abuse among adolescents, providing critical insights into the evolving landscape of adolescent substance use and its implications for public health strategies.
2. Materials and Methods
2.1. Study Design
This study employed an observational retrospective cohort analysis of data from three paediatric poison centres.
This study included patients under the age of 18 who were admitted to the hospital for acute intentional poisoning with substances of abuse between 1 January 2017 and 31 December 2022. Patients with acute intentional poisoning resulting from suicide attempts were not included in the study. This study adhered to the ethical principles outlined in the Declaration of Helsinki and was approved by the Ethics Committee of the hospital (Approval No. 11358, dated 18 March 2024). All guardians of the patients included provided informed consent for their participation.
This research analysed the epidemiological and sociodemographic characteristics of adolescents who had self-poisoned with substances of abuse.
2.2. Data Collection
Data were extracted from electronic health records using the International Classification of Diseases, 10th Revision, Australian Modification (ICD-10-AM) codes T40.0-T40.9 (narcotics and psychodysleptics), T42.3-T42.8 (antiepileptics, sedative–hypnotics, and antiparkinsonism drugs), and T43.0-T43.9 (psychotropic drugs), in addition to external cause codes X61-X64 (intentional self-poisoning). The variables collected included date of admission, age, sex, residential area, care in an institutional setting, psychiatric history, substance abuse history, circumstances of the poisoning event, and involved substances.
2.3. Statistical Analysis
Statistical analyses were performed using XL-STAT version 2023.5 (Addinsoft, Paris, France) and VassarStats version SCR-010263 (Vassar College, New York, USA). Continuous variables were expressed as means with standard deviations (SDs), while categorical data were presented as frequencies and percentages. Yates correction of the chi-square test and standardized residuals were used to assess the relationships between categorical variables [
9]. One-way ANOVA was conducted to compare the median age values across different subgroups. The temporal trends of frequencies were assessed using the Cochran–Armitage test [
10,
11]. A p-value of <0.05 was considered statistically significant.
3. Results
3.1. Patient Characteristics and Poisoning Circumstances
The cohort comprised 568 adolescents who presented with acute intentional poisoning with substances of abuse during the study period.
The incriminated substances were cannabis (45.6%, n=259), NPSs (38.9%, n=221), benzodiazepines (11.8%, n=67), opioids (8.5%, n=48), and other substances in less than 2% each (
Figure 1). The acute poisoning cases involved a single substance of abuse in 451 cases (79.4%), two substances in 74 cases (13%), and three or more substances in 43 cases (7.6%).
The acute poisoning events occurred in 37 (6.5%) cases in the patient's home, 31 (5.5%) cases in someone else's residence, and 127 (22.4%) cases in public places. In 65.7% of cases (n=373), the location of the poisoning was not specified.
A decrease in annual admissions was noted (R² = 0.44), but the proportion of these patients among all acute poisoning cases remained consistent throughout the study period. The frequency of the involved substances remained constant throughout the study period (
Figure 2), except for benzodiazepines, which showed higher-than-expected incidences in 2022 (z=2.53), and amphetamine poisoning, which exhibited a trend of increasing incidence over time (χ
2(1)=4.45; p=0.03).
The age distribution of the patients ranged from 11 to 18 years, with a mean age of 15.55 years (SD = 1.38) for the overall cohort. The ages of the patients significantly varied depending on the involved substance (p = 0.01), demonstrating that those who had heroin poisoning were younger, while those with amphetamine or cocaine poisoning were older. Notably, concurrent ethanol use, along with substance abuse, was significantly more common in female patients (z = 3.51; χ2 = 25.27; p < 0.001).
The overall cohort comprised a predominantly male population (65%; n=369), reflecting a 2:1 male-to-female ratio. Nevertheless, there were notable variations in sex distribution among the substances involved (
Figure 3). For instance, NPS poisoning demonstrated a higher prevalence in males (z=1.45), while benzodiazepines and amphetamines showed a higher prevalence in females (z=1.14 and z=2.40, respectively). An analysis of age by sex showed that female patients had a significantly lower mean age (15.28 years old; SD = 1.36) than their male counterparts (15.69 years old; SD = 1.36; p < 0.001).
Patients were predominantly from urban areas (69%; n = 392). However, the distribution of residence areas varied significantly depending on the incriminated substances (
Figure 4). For instance, individuals who had been poisoned with cannabis (z=2.16) were predominantly from urban areas, whereas those who had been poisoned with NPSs (z=2.82), opioids (z=2.39), or barbiturates (z=1.63) were predominantly from rural areas.
Chronic substance abuse was identified in 280 cases, accounting for 49.3% of the total. Moreover, this issue was more frequently associated with heroin poisoning (z=1.90) and less frequently with NPS poisoning (z=-1.5; see
Figure 5A). Out of all patients, 152 (26.8%) had documented psychiatric disorders, which were more frequently associated with antipsychotic poisoning (z=2.21; see
Figure 5B). The presence of institutional care was observed in 114 (20.0%) patients, with this issue being more frequent in cases involving NPSs (z=1.76), heroin (z=2.48), and antiepileptic poisoning (z=2.65) and less frequent in cases of amphetamine poisoning (z=-2.41; see
Figure 5C). Chronic substance use was significantly linked to both institutional care (z = 2.71; p < 0.001) and the presence of psychiatric disorders (z = 4.49; p < 0.001).
Ethanol co-ingestion was documented in 113 patients (19.9%) and was more frequently associated with amphetamine poisoning (z=2.45, see
Figure 5D).
The substances of abuse most frequently incriminated in cases of acute poisoning were cannabis and NPSs. The results for patients poisoned with one of these substances are detailed in the next two subsections.
3.2. Cannabis Poisoning
Patients presenting with cannabis poisoning had a mean age of 15.66 years (SD=1.27), in accordance with the overall cohort. The sex distribution in the cannabis poisoning subgroup was 2:1 male-to-female, which aligned with the sex distribution observed in the overall cohort (
Figure 3). In addition, there was a predominance of cases from urban areas (z=2.16;
Figure 4) when analysing the distribution of patients by area of residence.
Temporal analysis revealed a constant distribution of cannabis poisoning cases over the study period, with no significant trend (χ2(5)=8.66, p=0.12). However, in 2022, the frequency of cannabis poisoning was lower than the expected distribution for this particular year (z=-1.48;
Figure 2).
The observed occurrence of cannabis poisoning in institutionalized patients, chronic drug users, and the alcohol co-exposure group was consistent with the distribution of cases in the study population. By contrast, the observed frequency of cannabis poisoning cases among patients with a documented psychiatric history was lower than expected based on the overall distribution of cases in our cohort (z=-1.17;
Figure 5B).
3.3. NPS poisoning
An analysis of NPS poisoning cases among adolescents revealed a mean age of 15.39 years (SD=1.42), reflecting the age distribution of the cohort. The male-to-female ratio in NPS poisoning cases was 2.7:1, indicating a higher prevalence in males than females (z=1.45,
Figure 3). Furthermore, patients from rural areas were overrepresented, with a frequency that was higher than expected (z=2.82;
Figure 4).
The annual occurrence of NPS poisoning remained consistent throughout the study period (χ2(5)=6.99; p=0.22). However, a significant trend towards a decrease in frequency over time was observed (χ2(1)=5.39; p=0.02). This trend peaked in 2022, when the lowest number of cases was recorded (z=-1.78; see
Figure 2).
NPS poisoning was observed more often than expected in institutionalized patients (z=1.76;
Figure 5C) and in those with a documented psychiatric history (z=1.48;
Figure 5B). By contrast, it occurred less frequently than expected among chronic abusers (z=-1.5;
Figure 5A). Furthermore, co-exposure to ethanol alongside NPS poisoning occurred less commonly than anticipated (z=-1.27;
Figure 5D).
4. Discussion
4.1. Patient Characteristics and Poisoning Circumstances
This study included 568 adolescents, mostly male (65%), which is in line with the literature and similar to the gender distribution observed in adult populations [
12,
13,
14,
15]. Most patients (69%) were from urban areas, with a mean age of 15.55 years, similar to previous findings [
16,
17]. Female patients presented at a significantly younger age than males, suggesting different behavioural patterns or social pressures influencing substance use initiation between these sexes. This consistent gender disparity in age at presentation has been documented in the literature [
17,
18]. Chronic substance use was significantly associated with institutional care and psychiatric disorders, highlighting the vulnerability of youth in institutionalized settings and those with mental health issues. A significant proportion of the cohort (26.8%) had documented psychiatric disorders, a co-occurrence well documented in the existing literature, underscoring the need for integrated care addressing both substance use and mental health [
12,
19,
20]. Additionally, 20% of patients received institutional care, reinforcing the link between substance use and institutional care [
13]. These findings emphasize the need for targeted interventions for institutionalized youth and those with psychiatric disorders.
Cannabis was the most involved substance in acute poisoning cases (45.6%), followed by new psychoactive substances (38.9%), benzodiazepines (11.8%), and opioids (8.5%), aligning with the European Monitoring Centre for Drugs and Drug Addiction's 2023 report [
7]. The Romanian Observatory for Drugs and Drug Addiction's 2022 national report similarly highlighted NPSs and cannabis as the most used substances, and the American National Center for Drug Abuse Statistics' 2023 report noted cannabis as the most used substance, followed by opioids and LSD [
8,
21,
22]. The high prevalence of cannabis and NPSs in our cohort is consistent with broader epidemiological trends showing increasing use of these substances among adolescents [
23]. Age variations in substance use may indicate differences in accessibility, social acceptability, and risk perception, necessitating targeted prevention strategies tailored to specific adolescent groups.
Most poisoning incidents involved a single substance, but 13% involved two substances, and 7.6% involved three or more, indicating significant polysubstance use risk. Ethanol co-ingestion occurred in 19.9% of cases, with a gender difference: females were more likely to consume ethanol with other substances, suggesting different usage patterns influenced by social or behavioural factors. No significant link was found between ethanol co-ingestion and residence area, indicating widespread behaviour across environments. The clinical impact of alcohol co-ingestion along with other substances is well documented in the literature, though gender distribution data are scarce [
24,
25,
26,
27,
28].
Despite a decrease in admissions per year, the proportion of acute poisoning cases among all admissions remained stable, suggesting persistent underlying issues. The lack of significant monthly admission trends suggests that acute poisoning is a constant concern rather than seasonal. However, seasonality has been noted in substance abuse-related deaths in England and Wales and in U.S. adolescent alcohol and drug use [
29,
30].
The majority of the poisoning incidents occurred in unknown locations, with many happening in public places, complicating monitoring and prevention efforts. Although the literature on the location of substance abuse incidents is limited, a 2020 Canadian paediatric hospital study reported that cannabis poisonings often occur in private residences [
31].
4.2. Cannabis Poisoning
The present study provides a comprehensive analysis of cannabis poisoning among adolescents, examining demographic, geographic patterns, temporal trends, and associated characteristics. The mean age of the patients was 15.66 years, reflecting the overall cohort and the literature, highlighting mid-adolescents' vulnerability to cannabis-related harm during crucial developmental stages [
32,
33]. The sex distribution within the cannabis poisoning subgroup showed a 2:1 male-to-female ratio, consistent with the overall cohort and broader trends in adolescent substance use, where males are more prone to risk-taking behaviours [
34,
35,
36,
37]. Understanding these gender differences is crucial for developing targeted prevention and intervention strategies. Another noteworthy finding was that cannabis poisoning cases were more prevalent in urban areas, aligning with Canadian studies reporting higher rates in urban centres due to the greater availability of cannabis products in cities [
38,
39]. Unexpectedly, cannabis poisoning frequency among patients with documented psychiatric histories was lower than expected, contrasting with studies reporting higher substance use among those with psychiatric disorders [
40,
41].
No significant temporal trend in cannabis poisonings was identified, except for a slight decrease in 2022. This contrasts with North America, where cannabis poisoning has increased post-legalization, especially with edible cannabis products mistaken for food by children [
42,
43]. In Romania, where cannabis remains illegal, the stable incidence may be due to strict enforcement and limited availability, unlike in Canada and some U.S. states, where legalization has increased access and poisoning incidents, highlighting the impact of legal frameworks on substance use patterns. The slight decrease in 2022 may indicate effective law enforcement, public health campaigns, or shifts in youth behaviour during the COVID-19 pandemic [
44,
45]. Conversely, North America's post-legalization increase shows the complexities of drug policy changes, where increased availability and perceived safety lead to higher use and accidental poisonings, particularly with edibles [
46].
4.3. NPS Poisoning
The results for NPSs revealed important trends. A mean age of 15.39 years and a male-to-female ratio of 2.7:1 indicate a higher NPS poisoning prevalence among males, consistent with global patterns [
7,
23,
47]. Our finding that NPS poisoning is more common in rural areas contrasts with trends typically observed for other substances, which often show higher incidences in urban areas. This rural predominance could be due to several factors, including differences in availability, socioeconomic dynamics, or reporting practices in rural versus urban areas.
Internationally, the NPS landscape has evolved, with the EMCDDA noting fewer new substances in 2022, likely owing to tighter regulations [
7]. Similarly, the United Nations Office on Drugs and Crime has reported that 2022 saw the lowest number of new NPSs reported in over a decade. This reduction could indicate effective international and national efforts to control the proliferation of these substances [
47]. Our study showed a significant decrease in NPS poisoning cases over time, with the lowest number of cases recorded in 2022. This decline aligns with international trends, indicating that stricter regulations are effective. The European Drug Report 2023 highlights legislative measures reducing new psychoactive substances entering the market [
7].
The high occurrence of NPS poisonings among institutionalized patients and those with psychiatric histories in our study highlights their vulnerability, consistent with other regions where mental health issues increase substance abuse risk [
47]. By contrast, lower NPS poisoning rates among chronic abusers and those co-exposed to ethanol suggest different usage patterns or substance preferences.
4.4. Benzodiazepine Poisoning
The analysis of acute benzodiazepine poisonings in Romanian adolescents revealed a mean age of 15.63 years, with a higher prevalence among females (male-to-female ratio of 1.3:1). Over the study period, the frequency of benzodiazepine poisonings showed significant variability, with a notable increase in cases in 2022.
Acute benzodiazepine poisonings revealed a mean age of 15.63 years and a higher prevalence among females (male-to-female ratio of 1.3:1). Benzodiazepine poisoning cases increased notably in 2022. This trend mirrors global patterns, with rising misuse and poisonings involving benzodiazepines and especially opioids. The CDC notes increased overdoses involving illicit benzodiazepines like etizolam and flualprazolam [
48,
49]. In Europe, the EMCDDA also reports concerns about benzodiazepine misuse, especially with other substances [
7,
50]. The trend of increasing benzodiazepine-related poisonings mirrors patterns observed in Romania, with fluctuations in prevalence likely influenced by changes in drug availability and public health measures. The increased benzodiazepine poisonings among females in our study align with broader observations that young females more often misuse prescription medications, linked to higher anxiety and depression rates, underscoring the need for targeted interventions [
48]. The spike in benzodiazepine poisonings in 2022 may reflect the COVID-19 pandemic's impact. This period saw rising mental health issues and medication misuse. Increased benzodiazepine prescriptions during the pandemic support this, as individuals sought to manage stress and anxiety, reflecting a broader trend of heightened medication use [
51,
52]. Furthermore, an editorial in
Frontiers in Psychiatry discusses how the COVID-19 pandemic led to increased benzodiazepine use, supported by a prospective observational study in Catalonia that recorded higher benzodiazepine prescriptions from March 2020 to December 2021 compared with the previous two years [
53]. This increase is indicative of a global trend where the pandemic exacerbated mental health issues, leading to greater reliance on medications for relief.
4.5. Amphetamine Poisoning
The analysis of acute amphetamine poisoning among adolescents revealed a mean age of 16 years and a higher prevalence among females (male-to-female ratio of 0.7:1). This contrasts with U.S. data but aligns with increasing use among European females [
7,
54]. Globally, trends in amphetamine use and poisoning have been inconsistent. U.S. data show rising amphetamine-related emergency visits due to both illicit and prescription misuse, such as with Adderall and Ritalin [
55]. The results also revealed a consistent incidence of amphetamine poisoning over the study period, peaking in 2020, reflecting increased pandemic-related stress and drug use. The increased stress, social isolation, and changes in drug availability during the pandemic contributed to increased amphetamine use and poisoning. The National Institute on Drug Abuse (NIDA) reported that drug overdoses, including those involving amphetamines, increased during the pandemic owing to factors such as increased stress and decreased access to treatment [
56]. Amphetamine poisoning was less common among institutionalized patients but often involved co-exposure to ethanol. The significant association with co-exposure to ethanol is consistent with other research indicating that polysubstance use, particularly with alcohol, is common among amphetamine users [
57].
4.6. Opioids Poisoning
The findings regarding acute opioid poisonings provides valuable insights into the demographic and geographic patterns of these incidents. The mean age of patients with acute intentional heroin poisoning was 14.78 years, which is slightly lower than the overall cohort's mean age but consistent with international data [
58,
59]. Heroin poisoning was more prevalent among individuals in institutional care, with chronic substance abuse, and in rural areas, mirroring the U.S. literature [
60,
61]. No significant trend was observed in the prevalence of heroin poisoning over the study period. The consistent prevalence of opioid poisonings over the study period, without a significant upward or downward trend, contrasts with the escalating opioid crisis observed in North America [
58,
59,
62,
63]. This stability could be attributable to the implementation of effective regulatory measures, differences in drug availability, or variations in reporting practices between regions.
4.7. Barbiturate Poisoning
The analysis of barbiturate poisonings revealed several key findings. Barbiturate poisonings were more frequent among patients from rural areas and less common in those with co-exposure to ethanol. The temporal trends exhibited variability, with peaks in 2017 and 2018 and fewer cases in subsequent years.
Barbiturate poisonings were more frequent in rural areas and less common with ethanol co-exposure, peaking in 2017 and 2018. Globally, barbiturate use has declined due to the availability of safer alternatives like benzodiazepines. However, barbiturate toxicity remains significant, especially in intentional overdoses and suicides. Australian data indicate declining hospitalizations but rising deaths from barbiturate misuse [
64].
4.8. Cocaine Poisoning
The mean age of patients with acute intentional cocaine poisoning in the study was 16.45 years; this was slightly higher than the overall cohort. This finding aligns with data from the United States, in which adolescent cocaine use is commonly observed in older adolescents [
65]. The low incidence in rural areas and institutionalized patients suggests that environmental factors influence cocaine use. Co-exposure to ethanol is common, increasing health risks [
66]. The unusual spike in cocaine poisonings in 2021 may align with disruptions caused by the COVID-19 pandemic, which impacted drug availability and use patterns across various regions [
67].
4.9. MDMA Poisoning
The patterns of MDMA poisoning exhibited annual fluctuations, peaking in 2020. This indicates variability in MDMA use or reporting within this population. Notably, the occurrence of MDMA poisoning was lower among patients in institutional care. Lower incidence in institutional care suggests variability in use or reporting, but further research is needed regarding this matter. Globally, MDMA remains prevalent in urban nightlife areas. The European Drug Report 2023 and U.S. data indicate fluctuating MDMA use and poisonings [
7,
68].
4.10. Antipsychotic Medication Poisoning
The results on acute intentional poisoning with antipsychotic medications in adolescents reveal significant insights. There was a higher frequency of antipsychotic poisoning among patients with a psychiatric history, while co-exposure to ethanol was less frequent. The literature on concurrent alcohol and antipsychotic abuse in adolescents is scarce, indicating a need for further research. A study by Kaguelidou et al. (2020) reports increasing antipsychotic use in children and adolescents in Europe, raising the risk of poisoning [
69]. Our findings align with Predescu et al. (2023), who found psychiatric disorders are significant risk factors for deliberate self-poisoning in adolescents [
70].
4.11. LSD Poisoning
LSD poisoning in adolescents showed a low incidence, with one or two cases annually, consistent with the literature [
71]. A particularly noteworthy finding in our study is the lower-than-expected prevalence of LSD poisoning among patients in institutional care. The literature on the correlation between LSD poisoning and institutional care settings is limited, indicating an area for further research.
4.12. Antiepileptic Drug (AED) Poisoning
AED poisoning is a significant concern owing to this drug type’s availability for chronic conditions like epilepsy. Our study found a higher incidence among institutionalized patients, warranting further examination of contributing factors. Globally, paediatric AED poisonings have risen over the last decade [
72].
4.13. Poisoning with Other Substances
Finally, eight instances of poisoning involved less-common substances. Four cases involved glue inhalation, specifically "prenandez," highlighting concerns about its accessibility and neurotoxic effects [
73]. The other four cases involved ingesting toxic plant parts (
Datura stramonium and
Atropa belladonna). Both plants contain potent psychoactive alkaloids that can cause severe neuropsychiatric and cardiotoxic effects. These findings are consistent with reports in the literature that emphasize the dangers of plant-based intoxications, especially in regions where such plants are readily accessible [
74].
4.14. Strengths and Limitations
This study’s strengths include its multicentre design, including data from multiple paediatric poison centres, which provided a comprehensive overview of adolescent poisoning incidents. The six-year study duration allowed for a detailed examination of temporal trends and substance use patterns among adolescents. This study is notable for its valuable epidemiological insights into associations between chronic substance use, type of care, psychiatric disorders, substances involved in poisonings, and socio-clinical factors. It addresses the lack of literature on this age group, shedding light on the relationships between adolescent substance abuse and clinical and social determinants.
This study's limitations include its exclusive use of data from three paediatric poison centres in specific regions of Romania, potentially limiting the applicability of the findings to other populations or regions. Data completeness and accuracy challenges in retrospective designs may lead to inconsistencies. The observational nature introduces the possibility of inadequately addressing confounding variables such as socioeconomic status, family dynamics, and medical histories. Additionally, focusing on adolescents treated at paediatric poison centres might introduce selection bias by excluding less severe cases managed elsewhere.
5. Conclusions
Poisoning with substances of abuse remains a persistent public health concern, with a steady number of cases reported annually. This study highlights that cannabis and NPSs are among the most frequently involved substances in acute intentional poisoning incidents. The demographic and clinical profiles of adolescents affected by these substances vary significantly. Cannabis poisoning is more prevalent in urban areas and less frequently associated with a psychiatric history. Conversely, NPS poisoning is more common in rural areas and among patients in institutional care, and it is significantly associated with a psychiatric history. These findings underscore the need for targeted prevention and intervention strategies tailored to the specific risk profiles associated with each substance.
Author Contributions
Conceptualization, T.A.T., D.L.B., C.E.U., and G.V.N.; methodology, T.A.T., A.L., C.J., A.M.B., M.G., M.D.C., C.D.C., D.L.B., C.M.M., C.E.U., and G.V.N.; software, A.L., A.C.S., L.M.G., and A.I.V.; validation, T.A.T., C.J., A.M.B., M.G., M.D.C., C.D.C., D.L.B., C.M.M., C.E.U., and G V.N.; formal analysis, A.L., A.R.G., A.C.S., L.M.G., and A.I.V.; investigation, A.L., A.R.G., A.C.S., L.M.G., and A.I.V.; resources, T.A.T., C.J., A.M.B., M.G., C.E.U., and G.V.N.; data curation, T.A.T., A.L., C.J., A.M.B., M.G., M.D.C., C.D.C., D.L.B., C.M.M., C.E.U., and G.V.N.; writing—original draft preparation, T.A.T., A.L., A.R.G., A.C.S., L.M.G., and A.I.V.; writing—review and editing, C.J., A.M.B., M.G., M.D.C., C.D.C., D.L.B., C.M.M., C.E.U., and G.V.N.; visualization, A.L., L.M.G., and A.I.V.; supervision, G.V.N.; project administration, T.A.T. and G.V.N.; All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Institutional Review Board Statement
This study adhered to the ethical principles outlined in the Declaration of Helsinki and was approved by the Ethics Committee of the hospital (Approval No. 11358, dated 18 March 2024).
Informed Consent Statement
All guardians of the patients included in the study provided informed consent for their participation.
Data Availability Statement
The data that support the findings of this study are available from the corresponding author upon reasonable request due to privacy concerns.
Acknowledgements
Publication of this paper was supported by the University of Medicine and Pharmacy “Carol Davila” through the institutional program Publish not Perish.
Conflicts of Interest
The authors declare no conflicts of interest.
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