New Chandra X‑ray images processed with the X‑arithmetic technique separate lower‑ and higher‑energy emission to reveal how supermassive black holes sculpt the hot gas in galaxy clusters. Structures are classified and colorized — yellow for jet‑blown bubbles, blue for cooling or slow gas, and neon pink for sound waves or weak shocks. The gallery of five systems shows that black‑hole feedback tends to be more disruptive in smaller galaxy groups than in massive clusters. Results were published Aug. 12 in the Astrophysical Journal.
Chandra's X‑Arithmetic Reveals How Black Holes Sculpt Galaxy Clusters — Vivid New X‑Ray Images

Newly processed images from NASA's Chandra X‑ray Observatory add striking color and clarity to the turbulent centers of galaxy clusters, revealing how supermassive black holes shape their surroundings. Using a novel method, researchers can now separate and compare lower‑ and higher‑energy X‑ray emission to map distinct physical processes in the hot gas that permeates these cosmic giants.
What X‑Arithmetic Does
The image‑processing technique called X‑arithmetic splits Chandra observations into lower‑energy and higher‑energy X‑ray bands, then compares how each structure appears in both bands. That comparison allows scientists to classify features into three types and assign them distinct colors so the underlying physics becomes visually evident.
'By splitting Chandra data into lower‑energy and higher‑energy X‑rays and comparing the strengths of each structure in both, researchers can classify them into three distinct types, which they have colored differently,' NASA officials said.
What the Colors Mean
In the new gallery released on Dec. 9, jet‑blown bubbles appear in yellow, cooling or slow‑moving gas is shown in blue, and rippling sound waves or weak shock fronts are highlighted in neon pink. The images emphasize physical processes shaping the gas, not just where the emission is brightest.
Featured Systems
The set showcases five well‑studied systems: MS 0735+7421, the Perseus Cluster, M87 in the Virgo Cluster, Abell 2052 and Cygnus A. Although astronomers have observed these objects for years, X‑arithmetic brings new insight by isolating different types of structures and revealing dynamics that were previously difficult to separate.
Scientific Implications
The processed images highlight an important trend: black‑hole feedback — the injection of energy from supermassive black hole outbursts into surrounding gas — appears more disruptive in smaller galaxy groups than in massive clusters. The weaker gravity in groups makes their gas more susceptible to shocks and disturbances, while many massive clusters retain large, cooler central regions with fewer shock fronts.
'The galaxy clusters in the study often have large regions of cooling or slow‑moving gas near their centers, and only some show evidence for shock fronts,' NASA officials said. 'The galaxy groups, on the other hand, are different. They show multiple shock fronts in their central regions and smaller amounts of cooling and slow‑moving gas compared to the sample of galaxy clusters.'
Broader Uses
Beyond these five systems, X‑arithmetic offers a powerful way to map the underlying physics of hot gas across many cosmic environments and to trace how black holes influence their surroundings over millions of years. The study describing these results was published Aug. 12 in the Astrophysical Journal.















