Childhood adversities characterize the heterogeneity in the brain pattern of individuals during neurodevelopment
Childhood adversities characterize the heterogeneity in the brain pattern of individuals during neurodevelopment
Background: several factors shape the neurodevelopmental trajectory. A key area of focus in neurodevelopmental research is to estimate the factors that have maximal influence on the brain and can tip the balance from typical to atypical development.
Methods: utilizing a dissimilarity maximization algorithm on the dynamic mode decomposition (DMD) of the resting state functional MRI data, we classified subjects from the cVEDA neurodevelopmental cohort (n = 987, aged 6-23 years) into homogeneously patterned DMD (representing typical development in 809 subjects) and heterogeneously patterned DMD (indicative of atypical development in 178 subjects).
Results: significant DMD differences were primarily identified in the default mode network (DMN) regions across these groups (p < 0.05, Bonferroni corrected). While the groups were comparable in cognitive performance, the atypical group had more frequent exposure to adversities and faced higher abuses (p < 0.05, Bonferroni corrected). Upon evaluating brain-behavior correlations, we found that correlation patterns between adversity and DMN dynamic modes exhibited age-dependent variations for atypical subjects, hinting at differential utilization of the DMN due to chronic adversities.
Conclusion: adversities (particularly abuse) maximally influence the DMN during neurodevelopment and lead to the failure in the development of a coherent DMN system. While DMN's integrity is preserved in typical development, the age-dependent variability in atypically developing individuals is contrasting. The flexibility of DMN might be a compensatory mechanism to protect an individual in an abusive environment. However, such adaptability might deprive the neural system of the faculties of normal functioning and may incur long-term effects on the psyche.
abuse, adverse childhood experiences, brain-behavior correlation, default mode network, functional MRI, heterogeneity in resting state, neurodevelopment
Kashyap, Rajan
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Holla, Bharath
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Bhattacharjee, Sagarika
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Sharma, Eesha
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Mehta, Urvakhsh Meherwan
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Vaidya, Nilakshi
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Bharath, Rose Dawn
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Murthy, Pratima
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Basu, Debashish
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Nanjayya, Subodh Bhagyalakshmi
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Singh, Rajkumar Lenin
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Lourembam, Roshan
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Chakrabarti, Amit
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Kartik, Kamakshi
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Kalyanram, Kartik
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Kumaran, Kalyanaraman
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Krishnaveni, Ghattu
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Krishna, Murali
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Kuriyan, Rebecca
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Kurpad, Sunita Simon
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Desrivieres, Sylvane
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Purushottam, Meera
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Barker, Gareth
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Orfanos, Dimitri Papadopoulos
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Hickman, Matthew
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Heron, Jon
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Toledano, Mireille
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Schumann, Gunter
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Benegal, Vivek
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Consortium on Vulnerability to Externalizing Disorders and Addictions (cVEDA)
Kashyap, Rajan
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Holla, Bharath
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Bhattacharjee, Sagarika
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Sharma, Eesha
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Mehta, Urvakhsh Meherwan
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Vaidya, Nilakshi
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Bharath, Rose Dawn
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Murthy, Pratima
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Basu, Debashish
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Nanjayya, Subodh Bhagyalakshmi
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Singh, Rajkumar Lenin
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Lourembam, Roshan
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Chakrabarti, Amit
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Kartik, Kamakshi
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Kalyanram, Kartik
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Kumaran, Kalyanaraman
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Krishnaveni, Ghattu
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Krishna, Murali
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Kuriyan, Rebecca
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Kurpad, Sunita Simon
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Desrivieres, Sylvane
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Purushottam, Meera
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Barker, Gareth
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Orfanos, Dimitri Papadopoulos
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Hickman, Matthew
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Heron, Jon
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Toledano, Mireille
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Schumann, Gunter
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Benegal, Vivek
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