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Scientists testing coffee against plain caffeine found that plain caffeine only partially reproduces the effects of drinking a cup of coffee [frontiersin.org]:

For many people, the day doesn't start until their coffee mug is empty. Coffee is often thought to make you feel more alert, so people drink it to wake themselves up and improve their efficiency. Portuguese scientists studied coffee-drinkers to understand whether that wakefulness effect is dependent on the properties of caffeine, or whether it's about the experience of drinking coffee.

"There is a common expectation that coffee increases alertness and psychomotor functioning," said Prof Nuno Sousa of the University of Minho, corresponding author of the study in Frontiers in Behavioral Neuroscience and Field Chief Editor of the journal. "When you get to understand better the mechanisms underlying a biological phenomenon, you open pathways for exploring the factors that may modulate it and even the potential benefits of that mechanism."

[...] Because of the known neurochemical effects of drinking coffee, the scientists expected that the functional MRI scans would show that the people who drank coffee had higher integration of networks that are linked to the prefrontal cortex, associated with executive memory, and the default mode network, involved in introspection and self-reflection processes. They found that the connectivity of the default mode network was decreased both after drinking coffee and after taking caffeine, which indicates that consuming either caffeine or coffee made people more prepared to move from resting to working on tasks.

However, drinking coffee also increased the connectivity in the higher visual network and the right executive control network – parts of the brain which are involved in working memory, cognitive control, and goal-directed behavior. This didn't happen when participants only took caffeine. In other words, if you want to feel not just alert but ready to go, caffeine alone won't do – you need to experience that cup of coffee.

"Acute coffee consumption decreased the functional connectivity between brain regions of the default mode network, a network that is associated with self-referential processes when participants are at rest," said Dr Maria Picó-Pérez of Jaume I University, first author. [...] In simple words, the subjects were more ready for action and alert to external stimuli after having coffee."

"Taking into account that some of the effects that we found were reproduced by caffeine, we could expect other caffeinated drinks to share some of the effects," added Picó-Pérez. "However, others were specific for coffee drinking, driven by factors such as the particular smell and taste of the drink, or the psychological expectation associated with consuming that drink."

The authors pointed out that it is possible that the experience of drinking coffee without caffeine could cause these benefits: this study could not differentiate the effects of the experience alone from the experience combined with the caffeine. There is also a hypothesis that the benefits coffee-drinkers claim could be due to the relief of withdrawal symptoms, which this study did not test.

Journal Reference:
Maria Picó-Pérez1, Ricardo Magalhães, Madalena Esteves, et al., Coffee consumption decreases the connectivity of the posterior Default Mode Network (DMN) at rest, Front. Behav. Neurosci., 28 June 2023 Volume 17 - 2023 | https://doi.org/10.3389/fnbeh.2023.1176382 [doi.org]

Original Submission