Introduction
Besides genetic and epigenetic alterations that lead to carcinogenesis and development of colorectal cancer (CRC), intestinal microbiomes are recently recognized to play a critical role in CRC progression. The abundant species associated with human CRC have been proposed for their roles in promoting tumorigenesis. However, a recent “driver-passenger” model suggests that these CRC-associated species with high relative abundances may be passenger bacteria that take advantage of the tumor environment instead of initiating CRC, whereas the driver species that initiate CRC have been replaced by passenger bacteria due to the alteration of the intestinal niche.
Methods
Here, to reveal potential driver and passenger bacteria during CRC progression, we compare the gut mucosal microbiomes of 75 triplet-paired CRC samples collected from on-tumor site, adjacent-tumor site, and off-tumor site, and 26 healthy controls.
Results
Our analyses revealed potential driver bacteria in four genera and two families, and potential passenger bacteria in 14 genera or families.
Bacillus, Bradyrhizobium, Methylobacterium, Streptomyces, Intrasporangiaceae
and
Sinobacteraceae
were predicted to be potential driver bacteria. Moreover, 14 potential passenger bacteria were identified and divided into five groups. Group I passenger bacteria contain
Fusobacterium, Campylobacter, Streptococcus, Schwartzia
, and
Parvimonas
. Group II passenger bacteria contain
Dethiosulfatibacter, Selenomonas, Peptostreptococus, Leptotrichia
. Group III passenger bacteria contain
Granulicatella
. Group IV passenger bacteria contain
Shewanella, Mogibacterium
, and
Eikenella
. Group V passenger bacteria contain
Anaerococus
. Co-occurrence network analysis reveals a low correlation relationship between driver and passenger bacteria in CRC patients compared with healthy controls.
Discussion
These driver and passenger species may serve as bio-marker species for screening cohorts with high risk to initiate CRC or patients with CRC, respectively. Further functional studies will help understand the roles of driver and passenger bacteria in CRC initiation and development.