Back

Fractal scaling of C. elegans behavior is shaped by insulin signaling

Arata, Y.; Shiga, I.; Ikeda, Y.; Kimura, H.; Jurica, P.; Kiyono, K.; Sako, Y.

2021-12-03 animal behavior and cognition
10.1101/2021.12.02.471007 bioRxiv
Show abstract

Fractal scaling governs the complex behavior of various animal species and, in humans, can be altered by neurodegenerative diseases and aging1. However, the mechanism underlying fractal scaling remains unknown. Here, we videorecorded C. elegans that had been cultured in a microfluidic device for 3 days and analyzed temporal patterns of C. elegans actions by fractal analyses. The residence-time distribution of C. elegans shared a common feature with those of human and mice2-4. Specifically, the residence-time power-law distribution of the active state changed to an exponential-like decline at a longer time scale, whereas this change did not occur in the inactive state. The exponential-like decline disappeared in starved C. elegans but was restored by culturing animals with glucose. The exponential-like decline similarly disappeared in insulin-signaling daf-2 and daf-16 mutants. Therefore, we conclude that insulin signaling regulates fractal scaling of C. elegans behavior. Our findings indicate that neurosensory modulation of C. elegans behavior by insulin signaling is achieved by regulation of fractal scaling. In humans, diabetes mellitus is associated with depression, bipolar disorder, and anxiety disorder5, which affect daily behavioral activities. We hypothesize that comorbid behavioral defects in patients with diabetes may be attributed to altered fractal scaling of human behavior.

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

1
iScience
1063 papers in training set
Top 0.1%
41.2%
2
Current Biology
596 papers in training set
Top 3%
6.6%
3
Scientific Reports
3102 papers in training set
Top 15%
6.6%
50% of probability mass above
4
Nature Communications
4913 papers in training set
Top 32%
5.0%
5
eLife
5422 papers in training set
Top 21%
4.1%
6
Communications Biology
886 papers in training set
Top 1%
4.1%
7
Aging Cell
144 papers in training set
Top 1%
3.8%
8
Science Advances
1098 papers in training set
Top 8%
3.2%
9
PLOS Biology
408 papers in training set
Top 6%
2.5%
10
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 30%
1.9%
11
Progress in Neurobiology
41 papers in training set
Top 0.7%
1.8%
12
Cell Reports
1338 papers in training set
Top 23%
1.8%
13
PLOS Computational Biology
1633 papers in training set
Top 17%
1.5%
14
Proceedings of the Royal Society B: Biological Sciences
341 papers in training set
Top 5%
1.4%
15
Cell Death & Disease
126 papers in training set
Top 1%
1.4%
16
Translational Psychiatry
219 papers in training set
Top 4%
0.9%
17
Molecular Psychiatry
242 papers in training set
Top 3%
0.8%
18
Advanced Science
249 papers in training set
Top 18%
0.8%
19
Molecular Systems Biology
142 papers in training set
Top 2%
0.7%
20
Cell Research
49 papers in training set
Top 3%
0.7%
21
eneuro
389 papers in training set
Top 9%
0.7%
22
Neuroscience Bulletin
11 papers in training set
Top 0.8%
0.7%
23
Cell Stem Cell
57 papers in training set
Top 3%
0.7%
24
Cell Systems
167 papers in training set
Top 13%
0.7%
25
Frontiers in Endocrinology
53 papers in training set
Top 2%
0.7%