3.1 Morphology analysis
In the pre-treatment phase(Fig. 2), physical changes in the cell structure of the Anammox bacteria were observed. Structural
damage in the Anammox bacterial cells was observed due to Freeze–Thaw Cycles (FTCs),
even though no substrates such as ammonium (NH₄⁺) and nitrite (NO₂⁻) were supplied.
While substrate limitation may have temporarily suppressed metabolic activity, the
physical damage to cellular membranes and intracellular structures likely compromised
the viability and subsequent metabolic potential of the cells. After reactivation,
when ammonium and nitrite were supplied as substrates(Fig. 2), these structural changes appeared to have a more pronounced effect on the bacterial
activity. In particular, cells subjected to more freeze–thaw cycles showed more significant
morphological damage. For example, in the samples exposed to three freeze–thaw cycles
at -80°C and -200°C (3FT_80 and 3FT_200), the structural damage was more evident,
suggesting that a higher frequency of freeze-thaw treatment leads to more severe cell
disruption. This indicates that the presence of ammonium and nitrite during the reactivation
phase may have revealed the extent of structural damage sustained during pre-treatment,
potentially influencing the metabolic readiness of the cells. As the degree of structural
impairment increased, the cells exhibited reduced physiological resilience.
In conclusion, the observed morphological changes reflect the cellular damage induced
by FTCs, and these structural alterations may have contributed to diminished functional
stability in Anammox bacteria. As cell damage increased, the structural integrity
essential for maintaining metabolic function may have been increasingly compromised,
potentially affecting nitrogen transformation processes.
Fig. 2. Morphological changes in anammox bacteria during FTC pre-treatment and on
day 5 of reactivation. TEM images of anammox bacterial cells exposed to different
experimental conditions, highlighting structural changes in cell membranes and intracellular
components. (a) The images include control samples maintained at 30°C, (b) NFT samples
reactivated directly at 15°C without FTC pre-treatment and samples treated with freeze-thaw
cycles (FTC) at -80°C or -200°C. Treatments during the FTC pre-treatment phase: (c)
Samples were treated with a single FTC at -80°C, (d) two FTCs at -80°C, (e) three
FTCs at -80°C, (f) a single FTC at -200°C, (g) two FTCs at -200°C, and (h) three FTCs
at -200°C. In the reactivation day 5 phase, images include samples initially treated
with (i) a single FTC at -80°C, (j) two FTCs at -80°C, (k) and three FTCs at -80°C,
(l) a single FTC at -200°C, (m) two FTCs at -200°C, and (n) three FTCs at -200°C.
3.2 Microbial community composition analysis
In the pre-treatment phase (Fig. 3), the microbial community was generally similar to that of the control sample (C,
activated at 30°C). Notably, Candidatus_Brocadiaceae_unclassified was the dominant
genus in most samples. Specifically, it accounted for 16.49% of 1FT_80, 14.67% of
2FT_80, 15.23% of 3FT_80, and 19.09% of 1FT_200, maintaining relatively high proportions.
This indicates that even before the freeze–thaw cycles, Anammox bacteria remained
dominant, with over 70% of their abundance compared to the parent sample. Additionally,
Aggregatilinea and Hyphomicrobium played significant roles during the pre-treatment
phase. The proportion of Aggregatilinea ranged between 10.97% and 9.72%, whereas that
of Hyphomicrobium ranged from 4.00% to 4.67%(Fig. 2). This suggests that these two microorganisms held an important position within the
microbial community, even before the freeze–thaw cycles.
After day 5 of reactivation(Fig. 3), the microbial community composition shifted considerably. The proportion of Candidatus_Brocadiaceae_unclassified
generally decreased in all reactivated samples. For instance, in 1FT_80, the proportion
decreased from 16.49% to 9.26%, and in 3FT_200, it decreased sharply from 12.86% to
1.62%. This significant decrease suggests that during reactivation following freeze–thaw
cycles, the survival rate of Anammox bacteria was reduced, or they became less competitive
in utilizing available resources. Conversely, Pseudomonas exhibited a substantial
increase on day five of reactivation(Fig. 3). In 1FT_80, the proportion increased from 1.61% to 7.61%, and in 3FT_200, it increased
from 0.0048% to 15.66%, respectively. This sharp increase indicated that Pseudomonas
gained a competitive advantage, likely by utilizing nitrite as an electron acceptor
during denitrification(Arai, 2011). This metabolic strategy may have contributed significantly to enhancing nitrogen
removal efficiency in the reactivated samples.
Moreover, the freezing temperature itself appeared to significantly influenced the
microbial community composition, in addition to the number of freeze–thaw cycles.
For example, in the samples subjected to three FTCs, the relative abundance of Candidatus_Brocadiaceae_unclassified
decreased from 15.23% to 4.10% at –80°C, whereas a more pronounced decline from 12.86%
to 1.62% was observed at –200°C. Similarly, Pseudomonas exhibited a substantial increase
under more extreme freezing conditions, rising from 5.96% to 15.66% in 3FT_200, compared
with a more moderate increase from 4.29% to 7.61% in 3FT_80. These results suggest
that cryogenic freezing temperatures may impose greater physiological stress on Anammox
bacteria, thereby facilitating a shift in community structure that favors opportunistic
taxa, such as Pseudomonas, during the reactivation phase.
In summary, the microbial community composition underwent substantial changes following
the Freeze-Thaw Cycles during the reactivation process(Fig. 3). The abundance of Anammox bacteria experienced a notable decline, whereas that of
Pseudomonas and other microorganisms became dominant. This shift in community structure
highlights the impact of Freeze-Thaw Cycles, with important implications for microbial
competition and nitrogen removal performance in the reactivated system.
The changes in the microbial community during the pre-treatment process and on day
5 of reactivation were examined in detail. Fig. 4(a) shows the relative abundance of Anammox bacteria at the genus level, primarily composed
of Candidatus_Brocadiaceae_unclassified, Candidatus_Kuenenia, and Candidatus_Brocadia,
with Candidatus_Brocadiaceae_unclassified being the most dominant.
During the pre-treatment phase, Candidatus_Brocadiaceae_unclassified, was the dominant
genus across most samples, with particularly high proportions in 1FT_80 (16.49%) and
1FT_200 (19.09%). This suggests that the Anammox bacterial community was stable before
the freeze-thaw cycle, demonstrating its initial resilience to low-temperature conditions.
On day 5 of reactivation, Candidatus_Kuenenia showed a significant increase in several
samples. In particular, in the 2FT_200 and 3FT_200 samples, Candidatus_Kuenenia reached
8.31% and 5.41%, respectively, representing a significant increase compared to that
in the pre-treatment phase. This indicates that Candidatus_Kuenenia adapted to and
grew better under low-temperature conditions following freeze–thaw cycles. In contrast,
Candidatus_Brocadiaceae remained unclassified but experienced a substantial decrease,
with its proportion dropping to 9.26% in 1FT_80 and as low as 1.62% in 3FT_200. This
suggests that as the number of freeze–thaw cycles increased, the survival and activity
of Anammox bacteria were likely reduced.
Fig. 4(b) illustrates the relative abundance of Anammox bacteria and Pseudomonas. In the pre-treatment
phase, Pseudomonas was almost absent, and Anammox bacteria remained dominant in all
samples. For instance, in 1FT_80, Pseudomonas was only 0.0051%, whereas the Anammox
bacteria were stable.
However, by day 5 of reactivation, the proportion of Pseudomonas had significantly
increased. In 1FT_80, the proportion of Pseudomonas increased to 7.61%, and in 3FT_200,
it surged to 15.66%, indicating that Pseudomonas outcompeted Anammox bacteria for
the substrate under low-temperature conditions. This suggests that Pseudomonas may
play a more critical role in nitrite removal during reactivation, compensating for
the reduced activity of Anammox bacteria. Even as Anammox activity declined, Pseudomonas
became a key player in nitrogen removal.
The influence of freezing temperature on microbial community shifts was further evident
at the genus level(Fig. 4). Notably, Candidatus_Kuenenia exhibited greater proliferation at –200°C, particularly
in the 2FT_200 and 3FT_200 samples, where its relative abundance reached 8.31% and
5.41% respectively. In contrast, Candidatus_Brocadiaceae_unclassified declined more
sharply at –200°C than at –80°C. Additionally, Pseudomonas consistently dominated
reactivated samples frozen at –200°C, suggesting that ultra-low freezing conditions
may not only suppress specific Anammox populations but also selectively enrich psychrotolerant
or opportunistic taxa. These results highlight the critical role of freezing temperature,
in addition to FTC frequency, in shaping microbial community dynamics under extreme
environmental stress.
In conclusion, although Candidatus_Kuenenia showed some adaptation to low-temperature
conditions in certain samples, the overall proportion of Anammox bacteria decreased.
Conversely, Pseudomonas became the dominant microorganism during the reactivation
process, showing a higher competitive advantage for substrates than that of Anammox
bacteria. These findings suggest that after the freeze-thaw cycle, Pseudomonas likely
plays a more prominent role in nitrogen removal, compensating for the reduced activity
of Anammox bacteria in low-temperature environments.
Fig. 3. Comparison of microbial community composition based on NGS analysis between
freeze-thaw cycle (FTC) pre-treatment and day 5 reactivation. The relative microbial
community composition (%) was analyzed using next-generation sequencing (NGS) for
samples subjected to different FTCs during pre-treatment and reactivation on day 5.
The bars represent the microbial genera identified in samples treated with one (1FT),
two (2FT), and three freeze-thaw cycles (3FT) at freezing temperatures of -80°C (1FT_80,
2FT_80, 3FT_80) and -200°C (1FT_200, 2FT_200, 3FT_200). NFT represents the sample
reactivated directly at 15°C without FTC pre-treatment, and C represents the parent
culture maintained at 30°C.
Fig. 4. Relative abundance of anammox bacteria and Pseudomonas at the genus level
during FTC pre-treatment and reactivation on day 5. The relative abundance of anammox
bacteria (Candidatus_Brocadiaceae_unclassified, Candidatus_Brocadia, and Candidatus_Kuenenia)
and Pseudomonas (genus level) was analyzed based on NGS data from samples collected
after FTC pre-treatment and reactivation on day 5. (a) Distribution of anammox bacterial
genera and (b) comparison of anammox bacteria and Pseudomonas.