# What are you thinking about? Ongoing thought in clinical contexts
###### 25/01/2023
###### Will H. Strawson, Neuroscience, BSMS
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### What do we mean by ongoing thought?
- Integral part of the "Stream of Consciousness (James,1890)"

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### What do we mean by ongoing thought?
- Multidimensional
- Heterogeneous (Changes across time, context, people, and has varied outcomes)
- ###### See Smallwood & Schooler (2015)
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## Thought and clinical diagnoses
- Different diagnoses associated with differences in ongoing thought
- By studying ongoing thought, we gain a window into the concious experience of patients
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## My PhD so far...
1. Past: Thought in Autism (ADIE)
2. Present: Interaction between thoughts and hallucinations in BPD
3. Future: Thoughts in ADHD during neurofeedback; Thoughts in POTS during brain fog induction
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## 1. Thought in Autism (ADIE)
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### N-Back task

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## Multidimensional Experience Sampling

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## Principle Components Analysis
##### To identify common patterns of thought, we used a dimension reduction technique called PCA on the z-scored ESQ data

###### _Turnbull et al (2020)_
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#### The modality of autistic individuals thoughts are significanly less perturbed by changes in external context
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## 2. Interaction Between Thoughts and Hallucinations in BPD
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### Aim 1: to understand how ongoing thought relates to phenomenological characteristics of Auditory Verbal Hallucinations (AVH)
### Aim 2: to understand how ongoing thoughts relate to the neural fingerpint associated with AVH
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###### 98 responses (from 32 subjects) to 15 experience sampling questions were decomposed using Principal Components Analysis (PCA). Based on the elbow of the screeplot/ eigenvalues > 1, four components - accounting for 54.1% of the total variance- were retained for analysis
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##### More intense hallucinations = More negative memories
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##### More intense hallucinations = More negative memories
##### More externally located hallucinations = more spontaneous intrusive thoughts
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### Aim 2: to understand how ongoing thoughts relate to differences in AVH-evoked BOLD signanl

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##### More negative memories = more transmodal (DMN) activation during hallucinations
##### More social temporally distant thoughts = More motor activation during hallucination
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- Highlights that features of participants' ongoing experience interacts with both subjective and neural features of AVH.
- This work establishes a more integrated and comprehensive approach to studying how ongoing mental states contribute to hallucinatory phenomenon.
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# Upcoming projects...
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#### 1. Ongoing thoughts during brain fog induction in Postural tachycardia syndrome (PoTS)
#### 2. The role of ongoing thoughts in attention-training neurofeedback
#### 3. 'ThoughtSpace' python package / methods paper
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#### Studying ongoing thought in across clinically relevant situations provides us with a tool that allows us to learn about dynamic and multidimensional mental states

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#### By mapping out subjective experiece we can create a more hollistic account of brain-body conditios which accout for concious experience in a tangable and quatifiable way.
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