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November 19, 2024

Patterns of Child and Adolescent Psychiatric Admissions During COVID-19: Key Insights from Clinical Data

A recent study from Istanbul sheds light on how psychiatric admissions and diagnoses changed during the first few months of the pandemic compared to previous periods, offering critical insights for parents, clinicians, and policymakers. 

This study, conducted by a team of researchers led by Ozalp Ekinci, examined psychiatric admissions among children and adolescents during 2019 and 2020. 

By looking at diagnosis rates for various psychiatric conditions, the researchers aimed to pinpoint shifts in the mental health landscape as a direct response to the pandemic.

Findings: A Closer Look at Diagnosis Patterns

The analysis revealed several notable trends in psychiatric diagnoses among children and adolescents:

  1. Autism Spectrum Disorder (ASD): ASD diagnoses were notably higher in the early pandemic phase (6.4% in Group A) compared to the same period in the previous year (3.6%). This increase could reflect heightened stress or changes in routines that may have exacerbated underlying symptoms, leading to more frequent clinical presentations.
  2. Obsessive-Compulsive Disorder (OCD) and Tic Disorders: OCD and tic disorder diagnoses also saw a rise, increasing from 1.7% in 2019 to 2.9% during the pandemic’s onset. It’s possible that pandemic-driven anxieties and hygiene concerns, as well as disruptions to typical routines, may have worsened symptoms in those predisposed to OCD and similar disorders.
  3. Intellectual Disability (ID): Diagnoses for ID rose from 2.1% (Group C) to 3.7% (Group A). This increase highlights the challenges faced by children with developmental and intellectual disabilities, who may have experienced heightened difficulty adapting to the many changes imposed by the pandemic.
  4. Attention-Deficit Hyperactivity Disorder (ADHD): ADHD diagnoses were significantly higher in the pandemic phase (59.8% for Group A vs. 49.7% for Group B). With altered school structures, remote learning, and restricted socialization, ADHD symptoms could have been amplified, making it harder for children to concentrate and adhere to routines.
  5. Depression: Depression diagnoses also saw a rise (4.1% in Group A vs. 2.2% in Group C). Isolation, disruption of daily activities, and reduced social interactions likely contributed to increased depressive symptoms, particularly in adolescents who rely heavily on peer support.
  6. Conduct Disorder (CD): Interestingly, CD diagnoses were lower during the pandemic phase compared to pre-pandemic levels (3.6% in Group A vs. 6.4% in Group B). The reduction in face-to-face interactions and less exposure to traditional school settings may have lessened some of the typical triggers associated with conduct-related issues.
Implications

This study’s findings highlight some key takeaways that can guide mental health support efforts for children and adolescents:

  1. Increased Need for Early Support in Neurodevelopmental Disorders: The rise in ASD and ADHD diagnoses points to the need for specialized support in times of crisis, particularly for children who depend on routine and structure. Families and educators should work to create consistent environments that help manage symptoms.
  2. Addressing Pandemic-Induced Anxiety: With heightened cases of OCD and tic disorders, it’s clear that the pandemic’s emphasis on cleanliness and health may have intensified anxiety-driven behaviors. Future mental health responses should include strategies to manage health-related fears and equip children with coping skills.
  3. Supporting Emotional Resilience in Adolescents: Depression was notably higher among young people during the pandemic onset, suggesting a critical need for access to counseling and peer support, especially in times of isolation. Developing robust virtual mental health resources and promoting mental well-being in schools can help support children and adolescents both in and out of school.
  4. Recognizing the Complexity of Behavioral Changes: The drop in conduct disorder diagnoses during the pandemic suggests a link between behavioral disorders and social settings. Understanding these dynamics could lead to more tailored interventions that account for environmental factors impacting behavior.
Conclusion: 

As we continue to see the effects of the COVID-19 pandemic on mental health, studies like this one serve as important reminders of the unique mental health needs of young people. Supporting children and adolescents through proactive and targeted mental health services—especially during times of crisis—will be crucial to fostering resilience and well-being in future generations.

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Associations Between ADHD and Suicidality in Canadian Cohort Study

Ambiguous associations between ADHD and suicidality in a Canadian cohort study

The National Longitudinal Survey of Children and Youth is a prospective cohort of Canadian children followed from childhood to early adulthood. It is considered nationally representative, except for children living on First Nations (indigenous) reserves, in institutions, and in remote regions. Keep in mind that suicide rates among indigenous youth are way higher than in the general population.

The initial cohort included 8,698 participants aged 7- 11 years, of which 6,465 had to be excluded for lack of answers to questions on suicide attempts, leaving 2,233 participants. Again, by comparison with the excluded group, these participants were less likely to be from higher-risk backgrounds, including having a mother who did not complete high school or coming from low-income families.

The share of adolescents who attempted suicide in the previous year increased from 3.6% at ages 12-13 years to 5.6% at ages 14-15 years, then gradually declined to 1% of young adults at ages 22-23 years.

The overwhelming majority (96%)reported never attempting suicide. One in fifty (2%) reported suicide attempts limited to adolescence, and another one in fifty reported suicide attempts persisting into adulthood.

The study team performed a multivariable regression model examining the contributions of sex and ten risk factors, including various psychiatric disorders, for suicidality. One of those risk factors was ADHD, split into two subcategories: symptoms at 10-11 years, and symptoms at 12-13 years. Those in the former group were twice as likely -for each standard deviation increase in symptoms - as those without such symptoms to report suicide attempts persisting into adulthood versus never attempted. But they were no more likely to report adolescence-limited attempts versus never-attempted, or attempts persisting into adulthood versus adolescence-limited. Furthermore, there were no significant associations between ADHD symptoms at 12-13 years and any of the three foregoing categories.

The authors acknowledged, "despite the large sample size, the number of individuals who attempted suicide was low, limiting the statistical power ..."

September 29, 2023
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Possible Connection: Maternal Thyroid Dysfunction and ADHD in Offspring

Is there an association between maternal thyroid dysfunction during pregnancy and ADHD in offspring?

Hyperthyroidism, an overactive thyroid gland, occurs in about one in five hundred women. It has been tied to adverse effects in both mother and fetus, including pre-eclampsia (a condition in pregnancy characterized by high blood pressure, sometimes with fluid retention and excessive protein in the urine, which can indicate kidney damage), preterm delivery, heart failure, and in uteri retardation of growth.

In hypothyroidism, on the other hand, thyroid activity is abnormally low, which retards growth and mental development. It is particularly common in regions with widespread iodine deficiency. Depending on the region, it affects one in three hundred to one in thirty women. Maternal hypothyroidism is associated with an increased risk of pre-eclampsia, premature separation of the placenta from the wall of the uterus, miscarriage, in uteri growth retardation, and fetal death.

The fetus relies on maternal thyroid hormones until its own thyroid function initiates halfway through pregnancy. As we have just seen, this direct link in the early stages of pregnancy has serious consequences described above. Does it also affect the risk of developing ADHD in offspring?

A team of researchers based in Hong Kong reformed a comprehensive search of the peer-reviewed medical literature on this subject. It then conducted two meta-analyses, one examining maternal hyperthyroidism during pregnancy, the other on maternal hypothyroidism.

The meta-analysis for maternal hyperthyroidism during pregnancy combined two nationwide cohort studies with a total of over 3.1 million persons, using the Danish and Norwegian medical registries. It found a slight but significant association with ADHD in offspring.

The meta-analysis for maternal hypothyroidism during pregnancy included the same two nationwide cohort studies, plus an Israeli nationwide cohort study (along with a tiny U.S. cohort study), with a total of over 3.4 million persons. It likewise found a slight but significant association with ADHD in offspring.

Though the component studies did some assessment of confounders, the authors of the meta-analyses noted, "By including a more comprehensive range of confounding factors and biologically relevant covariate (e.g. thyroxine treatment), future studies are warranted to re-visit the association between maternal thyroid dysfunction and various health outcomes in offspring."

December 8, 2023
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Is There an Association Between Perfluoroalkyl Substances (PFAS)-exposure in Infancy and ADHD?

Is There an Association Between Perfluoroalkyl Substances (PFAS)-Exposure in Infancy and ADHD?

Although there are numerous kinds of perfluoroalkyl substances (PFAS), the primary ones used in the manufacture of fluoropolymers are perfluorooctanesulfonic acid (PFOS) and perfluorooctanoic acid (PFOA). Because of their strong water-repelling properties, fluoropolymers are used in stain repellents, polishes, paints, and other coatings, as well as in water-resistant outdoor clothing. They are long-lasting and therefore both pervasive in the home and environment and subject to accumulation in our bodies, especially in urbanized and industrialized areas. These substances can be passed from mother to child both through the placenta and through breastfeeding.

With support from the European Union, a large international team of European and North American researchers set out to investigate possible associations between early-life exposure to PFOS and PFOA and subsequent ADHD. They performed a meta-analysis on nine European population studies encompassing 4,826 mother-child pairs.

Participants were restricted to live-born single births with data on concentrations of PFOS and/or PFOA, and available information on ADHD diagnosis or symptoms.

Because a) some studies looked at maternal serum/plasma, others at maternal breast milk; b) timing of sample collection varied (first trimester, delivery); and c) children's levels during the first two years of life were unavailable (ethical constraints limit drawing blood samples from infants), the team used a validated pharmacokinetic model of pregnancy and lactation to estimate pre-and postnatal concentrations of PFASs in offspring.

The team adjusted for seven potential confounders: maternal pre-pregnancy body mass index, maternal age at delivery, maternal education, maternal smoking, number of previous children, duration of breastfeeding, and child sex.

With these adjustments, no association was found between estimated exposures to either PFOS or PFOA at birth, at three months, and at two years and subsequent diagnosis or symptoms of ADHD. While the raw data showed slightly higher odds for girls than for boys to develop ADHD with identical exposures, the differences were statistically non-significant.

November 27, 2023
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Does Sugar Actually Worsen ADHD Symptoms? A Meta-Analysis

Meta-analysis finds no association between sugar consumption and ADHD, but a possible link with sugar-sweetened beverages

There's a widespread, but so far unsupported, popular belief that sugar consumption, and sugar-sweetened beverages, in particular, trigger symptoms, especially hyperactivity, in youth.

Given the steep rise of sugar consumption by youth, what evidence is there of a link to ADHD?  

An Iranian team of researchers carried out a comprehensive search of the peer-reviewed literature on this subject. It identified seven studies - two cross-sectional, two case-control, and three prospective " with a combined total of over 25,000 participants that were amenable to meta-analysis. The studies spanned the globe, including the United States, Brazil, Taiwan, the U. K., Spain, and Norway.

Using a fixed-effects model, they found a tiny 7.5% increase in ADHD associated with sugar consumption. With a random-effects model, that rose to a 22% increase. But correcting for publication bias with a trim-and-fill adjustment removed any evidence of an association (p = 0.8).

Even without adjusting for publication bias, subgroup analysis found no evidence of an association with sugar consumption per se.

On the other hand, two studies that looked exclusively at sugar-sweetened beverages reported an 80% increase in the odds of ADHD. There was no way to evaluate publication bias for just two studies. Furthermore, two studies are insufficient for a proper meta-analysis.

There are two conclusions to be drawn from this meta-analysis: 1) It reinforces previous findings of no significant association between sugar consumption and ADHD; 2) It suggests it would be worth conducting more studies, specifically focusing on sugar-sweetened beverages.

November 13, 2023
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Nationwide cohort study finds association between Parkinson's disease and ADHD

Nationwide cohort study finds association between Parkinson's disease and ADHD

Parkinson's disease is a chronic, progressive neurological disease, characterized by the drastic reduction of dopamine transporters and the dopaminergic neurons upon which they are expressed. The resulting symptoms include bradykinesia (slowness of initiation of voluntary movements), tremors, rigidity, and postural instability.

Taiwan's National Health Service covers about 99 percent of its 24 million inhabitants, and maintains complete records in its National Health Insurance Research Database. The Longitudinal Health Insurance Database2000 (LHID 2000) is a nationally representative subset of the latter.

Using the LHID 2000, a Taiwanese research team identified10,726 patients with Parkinson's disease. It paired them with an identical number of randomly selected non-Parkinson's controls, matched by age, gender, and index date (first date of diagnosis of Parkinson's disease).

The team then looked retroactively through the database to determine which of the 21,452 individuals had previously been diagnosed with ADHD. Fourteen of the 10,726 Parkinson's patients had been diagnosed with ADHD, versus five of the 10,726 in the control group.

Parkinson's patients were thus 2.8 times as likely to have had a previous diagnosis of ADHD as the controls. When adjusted for age, gender, and Carlson Comorbidity Index scores, they were 3.6 times as likely to have had a previous ADHD diagnosis.

The authors cautioned that this association between prior ADHD diagnosis and subsequent Parkinson's diagnosis is not causal.

Only one in 766 of Parkinson's patients (a seventh of one percent) had previously been diagnosed with ADHD. So even if there were any causal relationship, it would be extremely weak.

October 22, 2021
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Systematic review finds association between ADHD and gaming disorder

Systematic review finds association between ADHD and gaming disorder

The specific type of gaming disorder (GD) that is the focus of this review is "disordered video-gaming," or more precisely the addictive potential of interactive video games played on mobile phones, gaming consoles, individual computers, and over networks. Certain characteristics of such games, including structured rewards and multi-modal sensory stimulation, contribute to that addictive potential. Networked games also allow for direct social engagement through role playing and cooperation with others. They also lead to further opportunities for participation in a wider community of players on forums outside gameplay, such as discussion platforms, video play-through analyses, or live-streaming.

The authors performed a systematic search of the peer-review literature, and identified 29 studies exploring the relationship between Addend GD.

All studies found a positive association between ADHD and GD. Of studies reporting effect sizes, seven reported small effect sizes, three reported medium ones, and three reported large ones. There was a similarly wide variety of reported effect sizes among studies that reported correlations between ADHD scales and GD scales. These ranged from r = .12 (small) to r = .45(large).

Three studies examined longitudinal outcomes. One reported that lower ADHD scores at baseline predicted positive long-term recovery. Another noted that GD was more likely to develop into significant psychiatric symptoms and poorer educational outcomes two years later. The third study found that higher ADHD and GD scores were associated with higher incidences of delinquent or aggressive behaviors and externalizing problems, as compared to a sample with ADHD but not GD. All three studies reported that ADHD was a risk factor for the development of problematic gaming behavior. There was no clear indication of the reverse relationship - GD predicting ADHD.

The authors concluded, "This review found a consistent positive association between ADHD and GD, particularly for the inattention subscale. The strength of the association between ADHD and GD was variable. On symptom severity ratings, there was a positive relationship between scores measuring GD and ADHD pathology in some studies. Fewer studies in this review showed hyperactivity was commonly associated with GD. It is well known that hyperactivity in ADHD tends to improve significantly with age. It is possible that the natural progression of the disorder resulted in lower rates of hyperactivity. Such a hypothesis is strengthened by findings of a stronger association with hyperactivity among children aged between 4 and 8."

Ideas for policy interventions to address disordered video gaming include:

·        Parental controls on games.
·        Warning messages similar to those on cigarette packaging.
·        Organizing help services for gamers.

The authors called for further study on:

·        Effectiveness of intervention strategies.
·        The contribution of GD to the dysfunction associated with ADHD.
·        The relationship between the content of play (e.g., violence) and motivation to play (e.g., escapism) and ADHD symptoms.
role-playin·        The role of depression, anxiety, and another comorbidity in mediating the relationship between ADHD and GD

"Clinicians should beware that ADHD is common in GD," the authors emphasized, "and we, therefore, recommend that ADHD is screened for when evaluating GD as part of routine practice. This would ensure interventions aimed at ADHD can be successfully combined with GD treatment, potentially improving patient outcomes."

October 20, 2021
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Nationwide Study: Threatened Miscarriage Not a Risk Factor for ADHD

Nationwide population study: threatened spontaneous abortions not a risk factor for ADHD

Threatened spontaneous abortion is defined as vaginal bleeding without cervix dilation within 20 weeks of the onset of pregnancy.

Risk factors include advanced age, obesity, lifestyle (e.g., caffeine intake, lack of physical exercise, stress, cigarette smoking, and alcohol intake), socioeconomic variables, and low serum progesterone. Progesterone is a female hormone that plays a key role in the implantation of the fertilized egg, formation of the placenta, and sustaining a pregnancy.

Threatened spontaneous abortion affects roughly a fifth of pregnancies in the first trimester (first three months). Up to 11 weeks into pregnancy, it seldom leads to spontaneous abortion, but after 11 weeks the likelihood shoots up to as high as half of the affected pregnancies.

Denmark has universal single-payer health insurance. A team of researchers at Aarhus University used their country's comprehensive administrative and healthcare registries to explore any possible association between threatened spontaneous abortion and subsequent ADHD.

That enabled them to analyze a nationwide population of 1,864,221 singletons (as opposed to multiple births such as twins or triplets) live-born from 1979 to 2010. Of these children,59,134 (3.2%) experienced threatened spontaneous abortion within 20 weeks of gestation.

The team adjusted for a series of covariants that could confound outcomes: characteristics of mothers [age at childbirth, pre-pregnancy co-morbidities (somatic, neurologic, psychiatric), healthcare use, medication use, income, education, and employment]; fathers (age on the date of the child's birth, psychiatric co-morbidities a history of epilepsy, cerebral palsy, and ADHD); and children (birth year, birth order).

With these adjustments, they found that children who had experienced threatened spontaneous abortion were a fifth (21%) more likely to have ADHD. But it's exceedingly difficult to account for all confounding variables.

Because of the enormous size of the sample, however, the team was also able to compare 15,875 individuals who experienced threatened spontaneous abortions with an equal number of their paired full siblings who did not, to examine the effect of residual confounding variables. This time, they found no significant differences in the likelihood of ADHD between full siblings.

The authors observed that "controlling for family-shared factors, including genetic makeup and other factors remaining constant between pregnancies and in children's early environments, removed family-shared confounding." They concluded, "After removal, by the sibling design, of time-invariant family-shared confounding, there was no evidence of an increased risk of epilepsy or ADHD among TAB [Threatened Abortion]-affected children."

November 6, 2023
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Swedish nationwide population study explores links between ADHD and physical ailments

Swedish nationwide population study explores links between ADHD and physical ailments

What are the links between ADHD and physical ailments in adults? And, where such links exist, how can we tease out where they are due to genetics, shared environment, or unshared environmental influences?

An international research team used the Swedish population and health registers to explore these links in an entire national population. They were able to do this because Sweden has a single-payer national health insurance system, cross-referenced with the population and other national registries through personal identification numbers.

This study identified full-sibling and maternal half-sibling pairs born from 1932 through 1995, through the Population and Multi-Generation Registers. This yielded a total of 4,789,799 individuals - consisting of 3,819,207 full-sibling pairs and 469,244 maternal half-sibling pairs, and 1,841,303family clusters (siblings, parents, cousins, spouses). Roughly half were men, the other half women.

After adjusting for sex and birth year, those with ADHD were at significantly higher risk of a wide range of physical ailments, when compared with individuals without ADHD:

·        Over four times as likely to have sleep disorders or develop alcohol-related liver disease;
·        Roughly three times as likely to develop the chronic obstructive pulmonary disease, epilepsy, and fatty liver disease;

·        Over two and a half times more likely to become obese.

Overall, ADHD was significantly associated with 34 of the 35 physical diseases studied, rheumatoid arthritis being the only exception.

Comparing men with women, women with ADHD were at significantly greater risk of atrial fibrillation, urolithiasis, sleep disorders, and asthma than men with ADHD. Conversely, men with ADHD faced a greater risk of thyroid disorder than women with ADHD.

Between-sibling analyses showed that full siblings of individuals with ADHD were at significantly increased risk for 27 of the 35 physical ailments, suggesting that shared familial factors contributed to the co-occurrence of the conditions. This remained true even after adjusting for the occurrence of ADHD in full siblings.

These associations were generally reduced in maternal half-siblings of individuals with ADHD. The associations between full-siblings were significantly stronger than between maternal half-siblings for type 1 diabetes, obesity, kidney infections, back or spine pain, migraine, sleep disorders, asthma, and chronic obstructive pulmonary disease.

Keep in mind that full-siblings on average share half of their genes, whereas maternal half-siblings share only a quarter of their genes. Maternal (as opposed to paternal) half-siblings were chosen as a basis for comparison because they are typically brought up together in the same family setting, and thus are similar to full-siblings in having a shared family environment. Reduced risk in maternal half-siblings would therefore signal a genetic component to the risk.

Given that ADHD is itself a nervous system disorder, it is unsurprising that it correlated most strongly with other nervous system disorders, with a medium effect size (r=.23). Genetic factors explained over a quarter of the correlation, shared environmental factors over a seventh, and non-shared environmental factors the other three-fifths. The latter could point to environmental risk factors that influence both ADHD and nervous system diseases.

Small-to-medium correlations were found with metabolic, respiratory, and musculoskeletal disease groups, with genetic factors explaining roughly two-thirds of the correlation, and non-shared environmental factors most of the rest.

The authors concluded that "adults with ADHD are at increased risk of a range of physical conditions, across circulatory, metabolic, gastrointestinal, genitourinary, musculoskeletal, nervous system, respiratory, and skin diseases. Most physical conditions showed familial associations with ADHD (mainly from genetic factors). Our findings highlight the need for rigorous medical assessment and care in adult patients with ADHD, and suggest long-term consequences of age-related diseases."

October 16, 2021
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Added healthcare cost burden of ADHD in Sweden

Added healthcare cost burden of ADHD in Sweden

A research team used Sweden's Total Population Register to identify all 445,790 individuals born in the five years from 1987 through 1991 who remained alive and resident in Sweden during the follow-up period (2001-2014).

The team then consulted the National Patient Register (NPR) to identify the 3,534 members of this cohort who received an ADHD diagnosis before turning eighteen.

Next, they used two national registers (the NPR and the Swedish Prescribed Drug Register) to identify those who also received an ADHD diagnosis or medication prescription in adulthood. They categorized these as "ADHD persisters," as opposed to "ADHD remitters," who did not seek further ADHD-related contact with healthcare services in adulthood.

Using national personal identification numbers, they were also able to link this data to demographic data in the Longitudinal Integration Database for Health Insurance and Labor Market Studies and to cost data in the Cost Per Patient database.

The team adjusted for known confounders. Parental education and family income were used as proxies for socioeconomic status. They also adjusted fr sex and year of birth.

Of the 3,534 individuals who received an ADHD diagnosis in childhood, 62 percent were classified as persisters and 38 percent as remitters in young adulthood.

The mean annual healthcare expenditure for individuals with a childhood ADHD diagnosis was three times higher than for those without such a diagnosis: $1,223 versus $418(after conversion from Swedish króna into U.S. dollars). Broken down further, it was $854 versus $226 for inpatient care, $209 versus $104 for outpatient care, and $158 versus $87 for medication.

Focusing just on the ADHD group, the mean annual healthcare expenditure for those whose ADHD care persisted into young adulthood was 74 percent greater than for remitters:$1,456 versus $837 (which was still twice as high as for no childhood diagnosis). Broken down further, it was $1,014 versus $589 for inpatient care,$246 versus $151 for outpatient care, and $196 versus $96 for medication.

Inpatient care was the main driver of costs in individuals with a childhood ADHD diagnosis. Delving deeper into causes, almost a third of inpatient care was associated with drug or alcohol abuse, 15 percent with injuries, 14 percent with various somatic ailments, and the remainder with comorbid psychiatric disorders(primarily autism, schizophrenia, depression, anxiety).

The authors emphasized that "A novel finding in this study was that individuals with childhood ADHD who no longer had ADHD-related contact with healthcare services in adulthood (remitters) continued to show severe psychiatric and somatic health problems, often leading to hospitalization. This group of individuals showed intermediate profiles on outcomes, with values lower than the ADHD persistent group but higher than the non-ADHD group."

November 8, 2023
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Large Sibling Study Finds Genetic Link Between ADHD and Other Disorders

Swedish Countrywide Sibling Population Study Finds Co-occurrence of ADHD with Neurological and Psychiatric Disorders is Largely Due to Genetics

A Swedish-Danish-Dutch team used the Swedish Medical Birth Register to identify the almost 1.7 million individuals born in the country between 1980 and 1995. Then, using the Multi-Generation Register, they identified 341,066 pairs of full siblings and 46,142 pairs of maternal half-siblings, totaling 774,416 individuals.

The team used the National Patient Register to identify diagnoses of ADHD, as well as neurodevelopmental disorders (autism spectrum disorder, developmental disorders, intellectual disability, motor disorders), externalizing psychiatric disorders (oppositional defiant and related disorders, alcohol misuse, drug misuse), and internalizing psychiatric disorders (depression, anxiety disorder, phobias, stress disorders, obsessive-compulsive disorder).

The team found that ADHD was strongly correlated with general psychopathology overall (r =0.67), as well as with the neurodevelopmental (r = 0.75), externalizing (r =0.67), and internalizing (r = 0.67) sub factors.

To tease out the effects of heredity, shared environment, and non-shared environment, a multivariate correlation model was used. Genetic variables were estimated by fixing them to correlate between siblings at their expected average gene sharing (0.5for full siblings, 0.25 for half-siblings). Non-genetic environmental components shared by siblings (such as growing up in the same family) were estimated by fixing them to correlate at 1 across full and half-siblings. Finally, non-shared environmental variables were estimated by fixing them to correlate at zero across all siblings.

This model estimated the heritability of the general psychopathology factor at 49%, with the contribution of the shared environment at 7 percent and the non-shared environment at 44%. After adjusting for the general psychopathology factor, ADHD showed a significant and moderately strong phenotypic correlation with the neurodevelopmental-specific factor (r = 0.43), and a significantly smaller correlation with the externalizing-specific factor (r = 0.25).

For phenotypic correlation between ADHD and the general psychopathology factor, genetics explained 52% of the total correlation, the non-shared environment 39%, and the shared familial environment only 9%. For the phenotypic correlation between ADHD and the neurodevelopmental-specific factor, genetics explained the entire correlation because the other two factors had competing effects that canceled each other out. For the phenotypic correlation between ADHD and the externalizing-specific factor, genetics explained 23% of the correlation, shared environment 22%, and non-shared environment 55%.

The authors concluded that "ADHD is more phenotypically and genetically linked to neurodevelopmental disorders than to externalizing and internalizing disorders, after accounting for a general psychopathology factor. ... After accounting for the general psychopathology factor, the correlation between ADHD and the neurodevelopmental-specific factor remained moderately strong, and was largely genetic in origin, suggesting substantial unique sharing of biological mechanisms among disorders. In contrast, the correlation between ADHD and the externalizing-specific factor was much smaller and was largely explained by-shared environmental effects. Lastly, the correlation between ADHD and the internalizing subfactor was almost entirely explained by the general psychopathology factor. This finding suggests that the comorbidity of ADHD and internalizing disorders are largely due to shared genetic effects and non-shared environmental influences that have effects on general psychopathology."

March 16, 2024
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