RNA silencing is a conserved mechanism in eukaryotic organisms to regulate gene expression. Argonaute (AGO), Dicer-like (DCL) and RNA-dependent RNA polymerase (RDR) proteins are critical components of RNA silencing, but how these gene families’ functions in sugarcane were largely unknown. Most stress-resistance genes in modern sugarcane cultivars (
Saccharum
spp.) were originated from wild species of
Saccharum
, for example
S. spontaneum
. Here, we used genome-wide analysis and a phylogenetic approach to identify four
DCL
, 21
AGO
and 11
RDR
genes in the
S. spontaneum
genome (termed
SsDCL
,
SsAGO
and
SsRDR
, respectively). Several genes, particularly some of the
SsAGOs
, appeared to have undergone tandem or segmental duplications events. RNA-sequencing data revealed that four
SsAGO
genes (
SsAGO18c, SsAGO18b, SsAGO10e
and
SsAGO6b
) and three
SsRDR
genes (
SsRDR2b
,
SsRDR2d
and
SsRDR3
) tended to have preferential expression in stem tissue, while
SsRDR5
was preferentially expressed in leaves. qRT-PCR analysis showed that
SsAGO10c
,
SsDCL2
and
SsRDR6b
expressions were strongly upregulated, whereas that of
SsAGO18b
,
SsRDR1a
,
SsRDR2b/2d
and
SsRDR5
was significantly depressed in
S. spontaneum
plants exposed to PEG-induced dehydration stress or infected with
Xanthomonas albilineans
, causal agent of leaf scald disease of sugarcane, suggesting that these genes play important roles in responses of
S. spontaneum
to biotic and abiotic stresses.