ABSTRACT Salinity is an important abiotic stress that affects metabolic and physiological activities, breeding, development, and growth of mollusks. In this study, we investigated the effects of a range of water salinity on the apple snail Pomacea canaliculata , a highly invasive species and an important pest of rice. To examine the molecular response of P. canaliculata to salinity, we recorded young snails grown in a saline water environment for 4 months and compared their physiological and biochemical parameters with those of freshwater snails. We used RNA‐seq analysis to identify genes and biological processes involved in response to salinity. The results showed that saline water stress reduced the survival rate of the snail population, increased their feeding rate and snail weight, and led to an increase in shell strength and thickness, as well as a significant widening of the overall shell morphology. In female snails, the activities of CAT, SOD, and T‐AOC were significantly enhanced, while GSH activity, MDA content, and NOS activity showed significant decreases. In male snails, only MDA content exhibited a significant decrease, while ACHE activity showed a significant increase. Based on transcriptome analysis conducted for the liver and gills of the snails, a total of 1,569,678,584 raw reads were obtained from the nine libraries on the Illumina Novaseq 6000 platform. After preprocessing and the removal of low‐quality sequences, 1,560,932,792 clean reads were generated. The number of upregulated and downregulated differentially expressed genes (DEGs) in male snails after the saline stress was higher than that in female snails. The DEGs mainly involved oxidative stress, cellular regulation, and response. Saline concentration inhibited the hatching of eggs to a certain extent. Different levels of saline stress significantly affected the contents of free water, bound water, and enzyme activity of their eggs at different hatching stages. These findings provide theoretical support for understanding the saline tolerance of snails. Keywords: Pomacea canaliculata, RNA‐seq, salinity acclimation, transcriptome __________________________________________________________________ In this study, we investigated the effects of a range of salinity on the apple snail Pomacea canaliculata , a highly invasive species and an important pest of rice. To examine the molecular response of P. canaliculata to salinity, we recorded young snails grown in a saline water environment for 4 months and compared their physiological and biochemical parameters with those of freshwater snails. These findings provide theoretical support for understanding the salt tolerance of snails. graphic file with name ECE3-15-e71581-g001.jpg 1. Introduction Pomacea canaliculata is an extremely harmful aquatic invasive species that originated in the Amazon River basin of South America and has now spread to many countries and regions worldwide. It is considered to be one of the most malignant waterborne organisms (Yang et al. [37]2023; Zhou et al. [38]2016; Musri Musman et al. [39]2013). Due to its strong acclimation, broad diet, large food intake, high egg production, and fast reproduction rate, this invasive snail can quickly spread in environments such as rivers, lakes, and fields. It feeds on a variety of crops and aquatic plants, thus disrupting the food chain and posing a threat to the diversity of freshwater organisms and the functioning of the ecosystem in the invaded area (Ma et al. [40]2023; Corbin et al. [41]2022). In 2000, the apple snail was included in the list of the world's 100 worst invasive alien species (Manara et al. [42]2022). As an invasive species, P. canaliculata exhibits a remarkable ability to adapt to various environmental conditions. Investigating its environmental adaptability is crucial for developing targeted ecological management strategies to mitigate its detrimental impacts on native species and the overall ecosystem. Salinity is one of the most important environmental factors in aquatic environment, which greatly affects the survival, reproduciton, development, growth, metabolism, immune function, and physiological functions of mollusks (Martyniuk et al. [43]2022; Koudenoukpo et al. [44]2021; Gaiser et al. [45]2006). P. canaliculata is classified as an osmoconforming mollusk, and its population's ability to acclimate to saline stress indicates a potential for invading estuarine habitats (Koudenoukpo et al. [46]2021). P. canaliculata can potentially survive in environments with salinity levels of ≤ 5.0 ppt, with survival rates varying by age class based on shell height, following the order: older > mature > juvenile snails (Liu, Liu, et al. [47]2022). Qin et al. found that P. canaliculata can survive for at least 5 days at a salinity of 12.0 ppt, over 30 days in environments with salinity ranging from 0 to 6 ppt, and can maintain normal physiological activities under salinity conditions of 0 to 4 ppt. As environmental salinity gradually increases, P. canaliculata exhibits enhanced saline tolerance; however, higher salinity levels lead to significant decreases in average daily weight gain, specific growth rate, and egg hatching rate (Qin et al. [48]2022, [49]2020). Experimental results confirmed that in low‐salinity environments, P. canaliculata can absorb more abundant inorganic ions, thereby promoting its growth, and it is speculated that this may further improve its salinity tolerance (Yang et al. [50]2016). However, the tolerance and long‐term acclimation mechanisms of freshwater and saline water environmental stress on P. canaliculata have not been studied at the transcriptome level to identify the genes responsible for salinity regulation, which affects the understanding of the fundamental mechanism underlying acclimation to fluctuations in salinity. When the environmental salinity changes abnormally, it causes a variety of physiological stress reactions in P. canaliculata, and the production of reactive oxygen species (ROS) increases accordingly (Polyak et al. [51]2022; Batista et al. [52]2023). Owing to variation in the salinity of the aquatic environment, P. canaliculata have evolved various physiological strategies for salinity acclimation. In the coastal regions of southern China, the apple snails have spread to the coastal brackish water wetland ecosystem, and have been found in habitats such as fish ponds, tidal flats, and farmland where both fresh and saline water are present, including the mangrove wetlands in the coastal areas of South China, with the presence of P. canaliculata and their egg masses (Liu, Liu, et al. [53]2022). Enzymes and transporters play a crucial role in maintaining internal osmotic and ionic homeostasis in response to fluctuating water salinity, thus actively participating in salinity acclimation and osmoregulation (Andreeva et al. [54]2020). The identification of candidate genes associated with salinity changes is of paramount importance in elucidating the molecular foundation underlying this essential physiological process (Ren et al. [55]2020). The transcriptome represents a collection of genes that exhibit dynamic expression patterns, which are contingent upon the physiological state of organisms and are responsive to external environmental factors (Andreeva et al. [56]2020; Price et al. [57]2007). These investigations have allowed the elucidation of several differentially expressed genes (DEGs) and pathways associated with changes in water salinity. With the rapid development of molecular technologies, it is possible to study the ecological and physiological mechanisms of P. canaliculata using gene expression analysis. Prior studies on P. canaliculata have primarily focused on examining the effects of salinity on various aspects such as survival, larval and juvenile development, oxygen consumption, ammonia excretion, growth, and energy budget (Qin et al. [58]2022; Yang et al. [59]2018). Although basic data such as morphological traits and survival rates may seem sufficient to address the issue, they only describe the phenotypic outcomes resulting from environmental stress and fail to uncover the molecular mechanisms driving physiological acclimation. P. canaliculata’s survival under saline water conditions is primarily regulated by gene expression‐mediated phenotypic changes rather than immediate morphological alterations. Analyzing DEGs allows precise identification of stress‐related pathways, including osmotic regulation, ion transport, energy metabolism, and antioxidant defense, which are vital for long‐term acclimation processes not directly observable through morphology or survival data alone. Importantly, transcriptomic data capture early molecular responses to stress before visible phenotypic changes occur, providing crucial insights for predicting long‐term survival and invasion potential. Many invasive species rely on gene‐regulated phenotypic plasticity to colonize new environments. Insufficient knowledge is available concerning the molecular pathways associated with acclimatory mechanisms in response to salinity changes in P. canaliculata. Consequently, there is a compelling need to investigate the salinity acclimation of P. canaliculata at the transcriptional level to unravel the underlying fundamental mechanisms involved in water salinity acclimation and it remains unclear whether this invasive species can establish stable populations in coastal wetlands. In this study, we aimed to investigate the survival mechanisms of P. canaliculata under saline stress. To this end, we conducted a 4‐month saline stress experiment. The specific objectives were to: (1) evaluate the effects of saline stress on survival rate, food intake, body weight, morphological characteristics, and egg mass production; and (2) compare gene expression profiles of two major osmoregulatory organs, the gills and liver, under control (0 ppt) and saline stress (2 ppt) conditions using RNA sequencing (RNA‐seq). 2. Materials and Methods 2.1. Experimental Snails and Salinity Stress Treatment Pomacea canaliculata snails were reared in open‐air cement ponds located at the Ecological Teaching and Research Farm (113°1′E, 23°9′N) of South China Agricultural University (SCAU) in Guangzhou, China. P. canaliculata individuals were collected from the wild field when their shell height reached approximately 10 mm (±2 mm) and were subsequently brought into the laboratory for cultivation. The snails were cultivated indoors at a temperature of 26°C ± 1°C for 10 days and placed in plastic aquaria (45 cm ×35 cm ×35 cm) at a depth of about 20 cm. Each day, excess food was provided, and water was timely changed. The lettuce from the previous day was removed and replaced with fresh lettuce to maintain a state of excess food. Snails with normal appearance and strong vitality were selected for the experiment. The aquariums were covered with mesh to prevent the snails from escaping. The snails were reared under natural lighting conditions. Every 3 days, two‐thirds of the water was pumped out, and aerated tap water containing saturated calcium carbonate was added to a depth of 15 cm. Observations were made during the first 10 days of the experiment to determine a feeding amount of 100 g per aquarium (with surplus food provided daily). A total of 80 snails were divided into each aquarium containing aerated water. The experiment consisted of two treatments: one had saline concentration adjusted to 2 ppt (our previous salinity measurements in coastal wetlands inhabited by P. canaliculata indicated an average salinity of 2 ppt) using commercially available marine salt mixtures (contain 98% NaCl along with trace minerals including MgSO[4], CaSO[4] and K[2]SO[4], was produced under the product standard number Q/320482YDWL003) and the other without saline treatment, each treatment replicated four times. The survival mechanism of P. canaliculata was determined by assessing its response when the operculum was pried open. The survival rate in each aquarium was recorded every 5 days, and the daily food intake and snail weight were recorded every 10 days. Any dead snails were promptly removed. The duration of continuous exposure for adult snails was 80 days. The hatched P. canaliculata snails were not further exposed to saline conditions; they were placed in tap water for observation and data collection. 2.2. Shell Strength and Shell Thickness Measurement In both the saline water‐treated group and the control group, 5 male and 5 female snails with similar body sizes were randomly selected from the aquariums. Their shell thickness and shell compressive strength (shell strength) were measured. The shells and flesh were carefully separated without damaging the snail shells using dissecting scissors and a surgical knife. The shell compressive strength was measured using an Edgewood spring pressure tester (model HP‐200) equipped with a digital force gauge (accuracy: 0.1 N). The snail was placed on the loading platform with the shell opening facing downward, and the force gauge was used to compress the shell until it was crushed. The maximum force recorded during the shell‐crushing process represented the shell compressive strength. The shell thickness was measured at three randomly selected locations around the damaged area using a spiral micrometer (model DL321025B) with an accuracy of 0.001 mm. The average of these measurements provided an estimation of the shell thickness. 2.3. Morphological Characteristics Measurement Morphological measurements of the snail shells were conducted using intact individuals of the selected snail species. The specimens were fixed and two‐dimensional images were captured using a camera. The software Image‐Pro Plus 6.0 was employed to measure the morphological parameters of the snail shells. The following measurements were selected: spire length (SL), spire width (SW) (Swinehart et al. [60]1998), height from all layers (HL), inner lip length (IL), basal lip height (BL), aperture length (AL), aperture basal width from the lowermost part of the aperture to the periphery (ABW), aperture inner length (AL’), and aperture width (AW). The measurement sites and parameters are illustrated in the Figure [61]1. To account for the potential influence of individual size differences on the analysis of morphological features, data correction was performed using shell height (HL), aperture length (AL), and aperture width (AW) as covariates for all measured parameters. FIGURE 1. FIGURE 1 [62]Open in a new tab Morphological indicators of P. canaliculata. 2.4. Saline Stress Treatment of Egg Masses Egg masses of P. canaliculata were collected from a natural population on September 22, during the peak oviposition season in summer. Intact egg masses with visible surface mucus and bright red coloration, which indicated they were freshly laid on the same day, and randomly selected using a tool to assist with detachment. The egg mass collection was conducted separately from the juvenile snail experiments, which took place at a different time. Each egg mass was placed into its respective culture dish, with gauze netting stretched across the top to support the egg mass. Upon hatching, the juveniles passed through the mesh into the dish, where they were incubated and subsequently counted. Solutions of 0, 2, and 5 ppt salinity were prepared using commercially available sea saline crystals (same contents for the adult survival treatments) and added into the corresponding spray bottles. The CK treatment involved no liquid application, simulating the natural hatching conditions of P. canaliculata eggs in the environment. The egg masses were wetted twice daily, at 10:00 AM and 10:00 PM respectively, ensuring the surface was just covered with water each time. The hatched snails were transferred promptly to prevent their escape. Using the CK group as a reference, an inhibition rate (IR) greater than 0 indicates that the treatment exerts an inhibitory effect on egg mass hatching, whereas an IR less than 0 suggests that the treatment promotes egg mass hatching. The hatching rate (HR, %) and inhibition rate (IR, %) of P. canaliculata egg masses were calculated using the following formulas: [MATH: HR=THSTNE×100% :MATH] [MATH: IR=HRCKHRTREATMENTHRCK×100% :MATH] In the formulas, THS represents the total number of hatched snails, TNE denotes the total number of eggs, HR(CK) refers to the hatching rate of the control group, and HR(TREATMENT) indicates the hatching rate of the treatment group. The treatment period for egg masses was 30 days. 2.5. Enzyme Activity Measurement The specific tissues were dissected and promptly frozen in liquid nitrogen for preservation at −80°C in a freezer. During the measurements, a mass‐volume ratio of 1:9 (tissue to pre‐chilled physiological saline) was prepared. The tissue was homogenized in an ice‐water bath using an electric high‐speed tissue homogenizer to obtain a 10% tissue homogenate. Subsequently, the homogenate was centrifuged at 3000 rpm for 10 min at 4°C, and the resulting supernatant was collected for the determination of activities of CAT, GSH, ACHE, NOS, SOD, T‐AOC and MDA content (Catalan et al. [63]2006) 2.6. Statistical Analyses Statistical analysis was conducted using one‐way analysis of variance (ANOVA) followed by least significant difference (LSD) or Games–Howell post hoc tests for multiple comparisons on survival rate, food intake, weight, shell strength and shell thickness, morphological changes, and enzyme activity of snails. IBM SPSS Statistics 26 software was used for the analysis, and graphs were created using Origin 8.0. Significance was set at p < 0.05, or p < 0.01 (Table [64]1). TABLE 1. Statistical methods used for data analysis. Variable Statistical test Post hoc test Significance level Survival rate One‐way ANOVA Games–Howell p < 0.05, or p < 0.01 Food intake One‐way ANOVA Games–Howell p < 0.05, or p < 0.01 Weight One‐way ANOVA Games–Howell p < 0.05, or p < 0.01 Shell strength One‐way ANOVA LSD p < 0.05, or p < 0.01 Shell thickness One‐way ANOVA LSD p < 0.05, or p < 0.01 Morphological changes One‐way ANOVA LSD p < 0.05, or p < 0.01 Enzyme activity One‐way ANOVA LSD p < 0.05, or P < 0.01 Hatchability and inhibition rate One‐way ANOVA LSD p < 0.05 Physiological and biochemical substance content One‐way ANOVA LSD p < 0.05 One‐way ANOVA LSD p < 0.05 Antioxidative System Indices One‐way ANOVA LSD p < 0.05 [65]Open in a new tab 2.7. Total RNA Extraction, Library Construction and Illumina Sequencing The integrity, concentration, and purity of the RNA samples were assessed using agarose gel electrophoresis and Nanodrop analysis. To construct a strand‐specific library, a method for removing ribosomal RNA (rRNA) was employed. Firstly, total RNA was subjected to rRNA depletion. Subsequently, the RNA was fragmented into short fragments of 250–300 bp. The fragmented RNA served as a template for the synthesis of the first cDNA strand using random oligonucleotides as primers. Then, the RNA template was degraded using ribonuclease H, and the second cDNA strand was synthesized using DNA polymerase I and four deoxyribonucleotide triphosphates. The purified double‐stranded cDNA was subjected to end repair, A‐tailing, and ligation with sequencing acclimator. The cDNA library was size‐selected using AMPure XP beads to obtain fragments of approximately 350–400 bp. The second strand of cDNA, which contained uracil, was selectively degraded using uracil‐specific excision reagents. Finally, PCR amplification was performed to generate the library. If the library exhibited an insert fragment length distribution of approximately 250–300 bp and an effective concentration greater than 2 nM, it was subjected to paired‐end 150 bp sequencing using the Illumina platform. 2.8. Analysis of Differentially Expressed Protein Codes The raw data were processed using Fastp to remove acclimator sequences and low‐quality sequences, resulting in clean data with a minimum read length of 75 bp. The genome sequence and annotation file of snail were obtained from the NCBI database ([66]http://www.ncbi.nlm.nih.gov/protein/). The clean data was aligned to the reference genome using Hisat2 with default parameters. Stringtie software was then used to assemble and identify novel transcripts based on the genome‐aligned results. Using the merged transcripts generated by Stringtie as the reference, gene‐level quantification was performed, and a read count matrix was generated. The read count matrix was imported into R 3.6.3 software, and the R package edgeR was used for differential expression analysis of protein‐coding genes. Genes with a fold change greater than 1 (|log2(Fold change)| > 1) and a false discovery rate (FDR) less than 0.05 were considered as differentially expressed genes between groups. Additionally, Tbtools was used for gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis of the differentially expressed genes (Table [67]2). TABLE 2. Water salinity and control treatments for the snails and their eggs. Information on the salinity treatments Experimental treatments for snails Experimental egg masses CK 0 ppt Untreated 0 ppt N/A 0 ppt 2 ppt 2 ppt 2 ppt 5 ppt N/A 5 ppt [68]Open in a new tab Note: ‘N/A’ (not applicable) is used when a specific treatment is not applicable. “Untreated” refers to experimental subjects that have not undergone any treatment. All artificial water used in this study was aerated tap water. 3. Results 3.1. Survival Compared with the control group (0 ppt), the survival rate of P. canaliculata declined in a 2 ppt water salinity environment on July 8th (Figure [69]2). The survival rates of P. canaliculata in the control and 2 ppt salinity treatment were 99% and 91%, respectively, showing a significant difference at a highly significant level (p < 0.01). After July 8th, the survival rates of the 2 ppt salinity treatment group were significantly lower than the control until August 17th. Subsequently, with increasing treatment time, the difference in survival rates between the 2 ppt treatment group and the control group gradually diminished. At the end of the experiment, the survival rates in the control and 2ppt treatment groups were 75% and 73%, respectively, with no significant difference (p > 0.05). The results of repeated measures analysis of variance indicated a highly significant effect of treatment time on the survival rate of P. canaliculata (F [2,16] = 102.992; p < 0.001), and a significant interaction between the water salinity stress and the treatment time (F [2,16] = 4.481; p < 0.05). FIGURE 2. FIGURE 2 [70]Open in a new tab Survival, food intake, and weight of P. canaliculata in different saline treatments. CK represents the treatment that snails were kept in a freshwater environment without salinity. The error bars represent the standard error (SE). The feeding amount and snail weight values in the figure represent the average feeding amount and body weight per individual. A single asterisk (*) indicates p < 0.05, while double asterisks (**) indicate p < 0.01. 3.2. Food Consumption In both treatments, P. canaliculata exhibited normal eating activity at the beginning of the treatments. While from July 8th, the snails in the saline environment showed significantly higher food intake compared with the control (p < 0.05), with daily average eating amounts of 1.30 and 0.98 g for the saline water and control treatments, respectively. Throughout the experiment, the snails in the saline treatment consistently demonstrated significantly higher food intake than the control (p < 0.05), with the greatest difference observed on July 28th, where the food intake in the saline environment was 1.50 times higher than that of the control group. The results of the repeated measures analysis of variance indicated a highly significant effect of the treatment time on food intake (F [2,9] = 5.197; p < 0.05), and a significant interaction between the water salinity stress and the treatment time (F [2,9] = 3.233; p < 0.05). 3.3. Weight Overall, the population weight of the snails in both treatments showed a gradual increase, although there were some periods during which the average weight gain slightly reduced due to the occurrence of mortality among larger individuals. After June 8th, the snail weight in the saline water treatment was significantly higher than the CK, with average weights of 3.72 and 3.28 g, respectively. In the later stage of the experiment, the snail population in the saline treatment consistently exhibited significantly higher weight than the CK, with a highly significant difference observed between September 6th and September 16th. The body weight growth rate exhibited a pattern of initial increase followed by a subsequent decline. In the CK group, the highest growth rate (19%) was observed on August 17th, whereas in the 2 ppt treatment group, the peak (15%) occurred on July 15th, which was approximately the midpoint of the experiment. By the end of the experiment, the average body weight in the CK had increased from 3.015 to 4.51 g per individual, while in the 2 ppt group, it increased from 3.66 to 5.235 g per individual. The snail weight in the saline treatment was 1.17 and 1.16 times higher than the corresponding CK. The results of the repeated measures analysis of variance indicated a highly significant effect of the treatment time on weight (F [2,9] = 60.084; p < 0.001), while the interaction between the salinity stress and the treatment time was not significant (F [2,9] = 2.153; p > 0.05) (Figure [71]2). 3.4. Shell Strength and Thickness Under saline stress treatment, the shell thickness of male P. canaliculata significantly increased (p < 0.01), with the saline treated snails having a shell thickness approximately 1.6 times greater than the control. The response of shell thickness to saline treatment varied slightly between male and female P. canaliculata. In the control, the shell thickness of males was lower than that of females, while the opposite trend was observed under saline treatment. Both snail sex and saline treatment had a noticeable impact on shell strength in P. canaliculata, with males exhibiting greater shell strength than females in both saline stress and freshwater treatments. After saline treatment, both male and female snails showed a significant enhancement in shell strength (p < 0.05), particularly in males, where the saline treatment group had a snail shell strength 1.4 times greater than the control group (Figure [72]3). FIGURE 3. FIGURE 3 [73]Open in a new tab Shell thickness and shell strength of P. canaliculata in saline treatments. CK represents the treatment that snails were kept in a freshwater environment without salinity. The error bars represent the standard error. The data in the figure represent the average shell thickness and shell strength per individual. A single asterisk (*) indicates p < 0.05, while double asterisks (**) indicate p < 0.01. 3.5. Morphological Changes For morphological parameters of P. canaliculata, the results showed no significant difference in spire length (SL) between the two groups (p > 0.05) after correcting for body whorl height (HL) as a covariate. However, there was a significant difference in spire width between the two groups, with values of 0.79 and 0.74 cm for the long‐term saline treated snails and the control, respectively (p < 0.01). When aperture length (AL) was used as a covariate, the inner lip length (IL) of snails in the saline treatment was 0.48 cm, significantly longer than 0.46 cm of the control group (p < 0.05). The difference in basal lip (BL) height between the two groups was not statistically significant (p > 0.05). After correcting for aperture width (AW), the aperture basal width (ABW) exhibited mean values of 0.85 cm, while only 0.80 cm in the control group (p < 0.01). The aperture inner lengths (AL’) between the two groups were similar and showed no significant difference (p > 0.05) (Figure [74]4). FIGURE 4. FIGURE 4 [75]Open in a new tab Morphological changes of P. canaliculata in different saline treatments. CK represents the treatment that snails were kept in a freshwater environment without salinity. The error bars represent the standard error. A single asterisk (*) indicates p < 0.05, while double asterisks (**) indicate p < 0.01. 3.6. Enzyme Activity In the long‐term saline water environment, the activities of CAT, SOD, and T‐AOC in female snails significantly enhanced, while GSH, MDA, and NOS acitvities significantly decreased. In male snails, only MDA content exhibited a significant decrease, and ACHE activity showed a significant increase (p < 0.05). There existed a significant interaction between salt treatment and sex for GSH (F [1,8] = 7.272, p < 0.05), MDA (F [1,8] = 17.191, p < 0.01), NOS (F [1,8] = 14.657, p < 0.01), and T‐AOC (F [1,8] = 7.963, p < 0.05) (Figure [76]5). FIGURE 5. FIGURE 5 [77]Open in a new tab Enzyme activity of P. canaliculata in different saline treatments. CK represents the treatment that snails were kept in a freshwater environment without salinity. The error bars represent the standard error. All antioxidant system indicators were normalized based on protein content. A single asterisk (*) indicates p < 0.05, while double asterisks (**) indicate p < 0.01. All enzyme activities were normalized to protein content. The units for CAT, ACHE, NOS, SOD, and T‐AOC are expressed as U/mg protein; GSH is expressed as μmol/g tissue, and MDA as nmol/g tissue. 3.7. Transcriptome Sequencing, De Novo Assembly and Alignment High‐throughput sequencing was used to systematically analyze gene expressions in livers and gills with or without saline treatment. We performed deep sequencing of RNA samples from snail gills and livers. In total, 1,569,678,584 raw reads (150 bp) were obtained from the nine libraries on the Illumina Novaseq 6000 platform. After preprocessing and removal of low‐quality sequences, 1,560,932,792 clean reads were generated. Additionally, the proportion of Q30 bases exceeded 95%, which is essential for ensuring accurate sequencing (Table [78]3). The clean reads were mapped to the P. canaliculata reference genome. In all, the uniquely mapping ratios for the 79.4% and 80.4% were obtained from saline‐treated liver tissue of female and male snails, 80.3% and 79.6% for saline‐treated gill tissue of female and male snails, 79.0% and 78.4% control liver tissue of female and male snails, and 81.3% and 81.5% for control gills of female and male snails, respectively, indicating high levels of gene expression in both groups. TABLE 3. Summary of trimming and reads results of the sequences generated from livers and gills of the P. canaliculata with or without the saline treatments. Sample Raw reads Clean reads Q30 (%) GC content (%) SFL1 4,51,56,894 4,49,25,618 95.24 49.09 SFL2 5,12,44,282 5,10,04,706 95.63 51.4 SFL3 5,07,67,440 5,04,74,208 95.66 51.75 SFL4 5,70,31,684 5,67,22,334 95.63 51.4 SML1 4,74,91,730 4,72,17,796 95.13 49.11 SML2 4,78,35,368 4,75,52,158 95.54 51.57 SML3 4,53,24,356 4,49,16,414 95.83 51.15 SML4 4,47,39,836 4,45,10,574 95.52 51.08 SFG1 4,81,80,600 4,79,24,068 95.46 45 SFG2 4,82,87,456 4,80,60,452 95.47 44.43 SFG3 4,89,89,448 4,87,56,954 95.18 43.85 SFG4 5,44,25,312 5,41,47,474 95.55 44.71 SMG1 4,24,06,540 4,21,86,766 95.09 43.38 SMG2 4,40,50,950 4,38,43,060 95.49 43.38 SMG3 4,29,52,140 4,27,21,446 95.4 44.3 SMG4 4,16,63,690 4,14,48,540 95 43.2 CFL1 4,39,73,042 4,35,98,566 95.61 50.95 CFL2 4,35,61,302 4,32,45,780 95.54 49.18 CFL3 4,72,80,110 4,69,19,564 95.57 49.63 CFL4 5,79,74,724 5,76,44,298 95.84 51.06 CML1 4,30,61,962 4,27,86,376 95.64 49.82 CML2 6,16,53,842 6,12,94,066 95.62 48.51 CML3 5,21,53,760 5,18,53,138 95.43 51.34 CML4 5,66,24,968 5,63,26,906 95.63 48.55 CFG1 5,53,52,954 5,50,82,678 95.25 44.38 CFG2 4,48,41,194 4,46,21,496 95.56 44.29 CFG3 4,85,34,750 4,83,12,988 95.42 44.48 CFG4 4,14,86,286 4,12,98,174 95.11 43.66 CMG1 5,86,09,936 5,83,27,806 95.47 45.29 CMG2 5,57,16,670 5,54,48,608 95.43 45.06 CMG3 4,83,92,476 4,81,32,426 95.5 45.45 CMG4 4,99,12,882 4,96,27,354 95.12 45.2 Total 1,56,96,78,584 1,56,09,32,792 [79]Open in a new tab Note: SFL represents saline‐treated liver tissue of female snails; SML represents saline‐treated liver tissue of male snails; SFG represents saline‐treated gills tissue of female snails; SMG represents saline‐treated gills tissue of male snails; CFL represents without saline‐treated liver tissue of female snails; CML represents without saline‐treated liver tissue of male snails; CFG represents without saline‐treated gills tissue of female snails; CMG represents without saline‐treated gills tissue of male snails. Four replicates of each treatment were carried out in RNA‐seq analysis. 3.8. Identification and Analysis of Differentially Expressed Genes To explore the potential response of P. canaliculata to salinity stress, we conducted transcriptomic analysis on liver and gill tissues collected from the endpoint of the study. A Venn diagram was employed to identify the commonly DEGs across the libraries. We focused on the analysis of DEGs that exhibited transcriptional regulation at specific time points. Within the livers and gills, a total of 9265 upregulated DEGs and 15,248 downregulated DEGs were identified, representing the shared gene expression changes in response to the experimental conditions (Figure [80]6). FIGURE 6. FIGURE 6 [81]Open in a new tab The different colored circles represent the transcripts of DEGs in a sample based on expression screening, and the values represent the number of DEGs to different samples. SFL represents saline‐treated liver tissue of female snails; SML represents saline‐treated liver tissue of male snails; SFG represents saline‐treated gills tissue of female snails; SMG represents saline‐treated gills tissue of male snails; CFL represents without saline‐treated liver tissue of female snails; CML represents without saline‐treated liver tissue of male snails; CFG represents without saline‐treated gills tissue of female snails; CMG represents without saline‐treated gills tissue of male snails. Four replicates of each treatment were carried out in RNA‐seq analysis. 3.9. Functional Annotation and Gene Ontology Classification To analyze the transcriptome profile of P. canaliculata and its gene models, we first filtered reads from two tissues and mapped them separately to the P. canaliculata reference genome. Functional annotation gave information on the transcripts, and genes were aligned with public protein databases such as GO, KEGG, EggNOG, NR, Swiss‐Prot, and Pfam. In total, there were 22,407 (96.14%) genes and 42,203 (97.35%) transcripts successfully annotated (Table [82]4). TABLE 4. Functional annotation of transcriptome data in six public protein databases. Type Gene number (percent) Transcript number (percent) GO 15,807 (67.82%) 29,288 (67.56%) KEGG 11,752 (50.42%) 22,913 (52.85%) EggNOG 15,202 (65.23%) 29,353 (67.71%) NR 22,403 (96.12%) 42,199 (97.34%) Swiss‐Prot 14,751 (63.29%) 28,523 (65.79%) Pfam 16,531 (70.93%) 31,275 (72.14%) Total annotation 22,407 (96.14%) 42,203 (97.35%) Total 23,307 (100.00%) 43,354 (100.00%) [83]Open in a new tab Transcriptome genes in the livers and gills of the male and female P. canaliculata were annotated and assigned into three categories: biological process (BP), cellular component (CC) and molecular function (MF). Among those assigned to the category of BP, in the following order as livers of the female snails (SFL vs. CFL), gills of the female snails (SFG vs. CFG), gills of the male snails (SMG vs. CMG) and livers of the male snails (SML vs. CML), cellular process (37.1%, 37.9%, 39.0%, 37.6%), metabolic process (27.4%, 22.4%, 24.0%, 27.8%), bioligical regulation (15.5%, 14.2%, 13.1%, 13.1%) were the highly represented. Among those assigned to the category of CC, membrane part (34.0%, 43.6%, 37.0%, 32.8%), cell part (25.2%, 20.6%, 23.7%, 25.4%) and oranelle (11.1%, 10.0%, 10.7%, 11.7%) were the highly represented. Among those assigned to the category of MF, binding (41.5%, 40.6%, 43.1%, 40.2%), catalytic activity (41.3%, 40.9%, 41.0%, 40.1%) and transporter activity (7.7%, 7.3%, 6.0%, 6.8%) were the highly represented (Figure [84]7). FIGURE 7. FIGURE 7 [85]Open in a new tab Histogram of GO classifications of P. canaliculata consensus sequences. Results are summarized for the three main GO categories: biological process, cellular component, and molecular function. The left axis indicates the number of genes in each category. SFL represents saline‐treated liver tissue of female snails; SML represents saline‐treated liver tissue of male snails; SFG represents saline‐treated gills tissue of female snails; SMG represents saline‐treated gills tissue of male snails; CFL represents without saline‐treated liver tissue of female snails; CML represents without saline‐treated liver tissue of male snails; CFG represents without saline‐treated gills tissue of female snails; CMG represents without saline‐treated gills tissue of male snails. Four replicates of each treatment were carried out in RNA‐seq analysis. By employing KEGG pathway analysis, molecular interaction networks within cells can be identified, facilitating the elucidation of potential biological functions attributed to the analyzed genes (Figure [86]8). FIGURE 8. FIGURE 8 [87]Open in a new tab Scatter plot showing KEGG pathway enrichment among the DEGs. The vertical axis represents the pathway categories, and the horizontal axis shows the enrichment factor. The point size shows the number of DEGs among the pathway. The bigger the point size, the more genes in the pathway. SFL represents saline‐treated liver tissue of female snails; SML represents saline‐treated liver tissue of male snails; SFG represents saline‐treated gills tissue of female snails; SMG represents saline‐treated gills tissue of male snails; CFL represents without saline‐treated liver tissue of female snails; CML represents without saline‐treated liver tissue of male snails; CFG represents without saline‐treated gills tissue of female snails; CMG represents without salt‐treated gills tissue of male snails. Four replicates of each treatment were carried out in RNA‐seq analysis. In the livers of female snails (SFL vs. CFL), KEGG analysis revealed the significant enrichment of 25 pathways. Among these, the “Fatty acid elongation” pathway exhibited the highest rich factor, playing a crucial role in lipid metabolism and cellular energy balance. The “Pathways of neurodegeneration” showed the highest number of DEGs, suggesting potential neurophysiological stress responses under salinity conditions. In the gills of female snails (SFG vs. CFG), KEGG analysis identified 19 highly enriched pathways. The “Sulfur metabolism” pathway, which is critical for detoxification and oxidative stress regulation, demonstrated the highest rich factor. The “Chemical carcinogenesis—DNA adducts” pathway exhibited the largest number of DEGs, indicating possible DNA damage and repair mechanisms triggered by saline stress. In the gills of male snails (SMG vs. CMG), KEGG analysis revealed the significant enrichment of 16 pathways, the “Sulfur metabolism” pathway possessed the highest rich factor, reinforcing its role in stress adaptation. The “Amyotrophic lateral sclerosis” pathway had the most DEGs, suggesting that oxidative stress‐related neurodegenerative mechanisms may be involved in salinity adaptation. In the livers of male snails (SML vs. CML), KEGG analysis identified 19 highly enriched pathways, the “Biosynthesis of unsaturated fatty acids” pathway displayed the highest rich factor, which is essential for maintaining membrane fluidity and energy storage. The “Coronavirus disease—COVID‐19” pathway had the most DEGs, likely due to its broad association with immune response and cellular stress pathways in KEGG annotations. Pairwise comparisons were conducted to identify DEGs between the 2 ppt salinity treatment group and the control group. In the gills and livers of female and male snails, 22,215, 22,284, 22,314, and 21,984 genes, respectively, met the criteria of having a fold change greater than 2 and an adjusted p < 0.05. In the comparison of the same organ, both the upregulation and the downregulation of DEGs were greater in males than in females after salt stress. In a comparison of different organs of the same sex, the proportion of changes in DEGs following liver response to stress was greater than that of gills, with the greatest upregulation and downregulation of DEGs in male liver (Figure [88]9). FIGURE 9. FIGURE 9 [89]Open in a new tab Volcano plot of DEGs in livers and gills of the male and female snails after salinity treatment. The data for all genes were plotted as log2 fold change versus the –log10 of the adjusted p‐value. Significant differentially expressed genes comparing different treatments were highlighted in red dot (upregulation) and blue (downregulation), while genes with no significant differences were drawn in gray. SFL represents saline‐treated liver tissue of female snails; SML represents saline‐treated liver tissue of male snails; SFG represents saline‐treated gills tissue of female snails; SMG represents saline‐treated gills tissue of male snails; CFL represents without saline‐treated liver tissue of female snails; CML represents without saline‐treated liver tissue of male snails; CFG represents without saline‐treated gills tissue of female snails; CMG represents without saline‐treated gills tissue of male snails. Four replicates of each treatment were carried out in RNA‐seq analysis. 3.10. Impact of Saline Stress on Hatchability and Inhibition Rate of Eggs In the collected experimental samples, each egg mass exhibited varying degrees of hatching. The hatching rate decreased with increasing salinity of the treatments, while the hatching inhibition rate increased with the higher salinity levels. Among all the egg mass samples, the average hatching rate of all eggs at the end of the experiment was 59.0%. As depicted in Figure [90]10, the average hatching rate was 83.0% in the control group (CK), with the highest average observed in the 0 ppt group at 94.7%. The hatching rate in the 0 ppt group was significantly higher than that in the other two saline treatment groups, with a rate of 37.3% at 2 ppt treatment and the lowest average rate of 19.0% at 5 ppt treatment. Using the CK group as a reference, the experiment revealed that 0 ppt had a promotive effect on the hatching of eggs, with a promotion rate of 14.7%. Conversely, at a salinity of 2 ppt treatment, the hatching of eggs was significantly inhibited, with an inhibition rate of 53.5%. At the highest concentration treatment, the inhibition rate reached 77.0%, indicating that salinity has a certain inhibitory effect on the hatching of eggs (Figure [91]10). FIGURE 10. FIGURE 10 [92]Open in a new tab Hatchability and inhibition rate of P. canaliculata eggs under saline stress. CK represents the condition that involved no liquid application, simulating the natural hatching conditions of eggs in the environment. The error bars represent the standard error. Different capital letters indicate significant differences (p < 0.05) between treatments. 3.11. Impact of Saline Stress on Physiological and Biochemical Substances of Eggs The free and bound water contents of eggs after the saline stress treatment were determined. The results revealed that by the 7th day of the experiment, the free water content in all four treatments significantly decreased. In the CK group, the absence of stress resulted in a reduction in free water levels due to the involvement of free water in various physiological activities during egg hatching. The decline of the 5 ppt group was the most dramatic. The bound water content in the CK group remained unchanged throughout the experiment. According to the trends in free and bound water content across different treatment groups (as shown in the Figure [93]11), the ratio of free water to bound water in the 0 ppt group increased gradually over the course of the experiment, while the ratio in the 2 and 5 ppt groups rose slowly from 7th day to the end of the experiment. The ratio in the CK group remained constant throughout the study. Among the four treatment groups, glycogen content in the 0 ppt group significantly decreased by 13th day and was higher than in the other three groups. Glycogen levels in the other groups also significantly decreased by 7th day, with no significant differences among them until the end of the experiment. Fat content increased progressively in all treatment groups, with the 2 ppt group showing the most pronounced increase in fat content over the course of the experiment (Figure [94]11). FIGURE 11. FIGURE 11 [95]Open in a new tab Physiological and biochemical substance content of P. canaliculata eggs under long‐term saline stress treatments. CK represents the condition that involved no liquid application, simulating the natural hatching conditions of P. canaliculata eggs in the environment. The error bars represent the standard error. Capital letters indicate differences between the treatments; lowercase letters indicate differences in treatment duration; different letters represent significant intergroup differences (p < 0.05). 3.12. Impact of Saline Stress on Antioxidant Enzymes of Eggs Various oxidative stress‐related indicators of eggs at different stages were determined. Except for the CK group, ATPase activity in all treatment groups initially increased and then decreased throughout the experiment. On the final day, ATPase activity was significantly lower in the 2 and 5 ppt treatment groups compared with the CK and 0 ppt groups. CAT activity in the CK group decreased from 13th day onward and continued to decline until the end of the experiment, showing a significant difference from the 5 ppt group, while other groups exhibited minimal enzyme activity changes. In both the CK and 0 ppt groups, which were not subjected to saline stress, MDA content showed an overall trend of initial increase followed by a decrease, whereas saline treatment led to a reduction in MDA content in the egg masses. POD activity increased significantly in all treatment groups from the start to 7th day, with CK and 0 ppt groups showing notably higher POD activity compared with the 2 and 5 ppt groups. From 7th day to the end of the experiment, POD activity gradually returned to baseline levels. T‐CHO content was significantly lower than the initial value on 7th day for all treatment groups, with CK, 0, and 2 ppt groups showing a gradual increase in T‐CHO content, while the 5 ppt group had the lowest T‐CHO content on 13th day. SOD activity significantly decreased early in the experiment and then stabilized, with all groups showing stable SOD activity after 7th day. T‐AOC activity increased throughout the experiment in all treatment groups, with the CK group showing significantly higher levels than the other groups from 13th day onward. GSH activity in the CK, 0 ppt, and 2 ppt groups exhibited an initial increase followed by a decrease during the experiment period (Figure [96]12). FIGURE 12. FIGURE 12 [97]Open in a new tab Antioxidative system indices of P. canaliculata eggs under long‐term saline stress. CK represents the condition that involved no liquid application, simulating the natural hatching conditions of eggs in the environment. The error bars represent the standard error. Capital letters indicate differences between treatments; lowercase letters indicate differences in treatment duration; different letters represent significant intergroup differences (p < 0.05). All biochemical parameters were normalized to protein content. ATP is expressed as nmol/mg protein. CAT, POD, SOD, and T‐AOC are expressed as U/mg protein. MDA is expressed as nmol/mg protein. GSH is expressed as μmol/mg protein. T‐CHO is expressed as μg/mg protein. 4. Discussion The exposure to low‐concentration saline treatment significantly reduced the survival rate of P. canaliculata in the early stages (Figure [98]13). As the salinity increased and the duration of exposure extended, the survival rate gradually declined (Figure [99]2). This initial lack of defense mechanisms against external stress explains the observed decrease in survival. However, in the later stages, the survival rate approached that of the control group, indicating the snails had an ability to acclimate to the changing salinity. This adapation may involve the regulation of intracellular ion concentrations and the synthesis and secretion of osmoregulatory substances. Accumulation of these substances helps maintain osmotic balance and enables the snails to cope with saline stress. This gradual convergence of survival rates with the control group suggests an acclimatory response to the stressors. In addition, saline stress may induce changes in the energy metabolism of P. canaliculata to meet the demands of the changing environment (Liu, Liu, et al. [100]2022; Purwaningsih et al. [101]2015). Studies have shown that mollusks can maintain their internal energy levels in low‐saline environments through increased feeding and reduced metabolic rates (Liu, Liu, Zhao, Li, et al. [102]2022). This metabolic acclimation likely contributes to the gradual reduction of the mortality rate in P. canaliculata under long‐term low‐concentration saline stress (Bassler‐Veit et al. [103]2013; Carral et al. [104]2023). Consequently, in this experiment, the snails subjected to saline stress exhibited significantly higher food intake and body weights compared with the control group. FIGURE 13. FIGURE 13 [105]Open in a new tab Schematic diagrams showing changes in physiology of P. canaliculata under saline stress treatments, based on the results obtained. After saline stress treatment, the shell strength and thickness of the snails increased, and there was a significant widening of the overall shell morphology (Figures [106]3 and [107]4). The reason for these changes may involve an increase in calcium deposition since the snails face higher concentrations of calcium ions in saline environments (Vokhshoori et al. [108]2023; Fernández et al. [109]2023). To adapt to this environment, snails may increase the rate of calcium deposition, making the shell tissue harder and stronger (Casado‐Coy et al. [110]2022). This can also trigger the synthesis of shell proteins, promoting shell formation (Li et al. [111]2023; Hu et al. [112]2021), and allowing for greater energy reserve storage within the shell to withstand the stress (Garcia et al. [113]2021). It is worth mentioning that saline environments may impose higher demands on the snail shell, such as increased strength and protective functions, to cope with more adverse environmental conditions (Thakur et al. [114]2021). Thickening and strengthening of the shell provide better protection and support, helping the snail with stand external pressures and predation threats (Alati et al. [115]2020; Sakalauskaite et al. [116]2020). In the present study, transcriptomic analysis revealed that the highest content in the “Biological Process” category was attributed to the regulation and response of various cellular processes at the cellular level, which were induced by the saline treatment. When exposed to a saline environment, aquatic organisms accumulate specific organic solutes such as glycerol and proline to increase the intracellular osmotic pressure, thereby attracting water molecules into the cells to prevent cellular dehydration (Ma et al. [117]2019). They also regulate the expression and activity of ion channels and transport proteins for ions like Na^+, K^+, and Ca^2+ to control intracellular ion concentrations (Iqbal et al. [118]2023). Additionally, the activity of antioxidant enzymes undergoes corresponding changes to eliminate reactive oxygen species and neutralize free radicals, while some proteins undergo abnormal folding and degradation (Serba et al. [119]2016). In this study, the levels of CAT increased under saline stress, which aided in the breakdown of hydrogen peroxide. Concurrently, the upregulation of SOD activity played a crucial role in scavenging superoxide anions (O^2−), while the overall antioxidant capacity was enhanced. The regulation of ACHE activity helped maintain neural transmission and adapt to environmental changes. The observed decrease in MDA levels was attributed to the strengthened antioxidant system, which effectively reduced lipid peroxidation. Additionally, the reduction in NOS activity likely minimized the production of reactive nitrogen species, thereby mitigating cellular damage (Figure [120]5). Under conditions of long‐term saline stress, the liver and gill tissues of P. canaliculata need to acclimate to the cellular environmental changes induced by saline stress by regulating various cellular processes (Gao et al. [121]2022). Studies have shown that mollusks can increase the activity of antioxidant enzymes to reduce oxidative stress on cells (Cao et al. [122]2020; Zhang et al. [123]2017). The changes in the lipid composition of the cell membrane and the activation of cellular regulatory mechanisms are caused by saline stress (Xiong et al. [124]2018). This leads to an increase in the expression of genes related to lipid synthesis to enhance membrane lipid production, the modulation of genes related to lipid metabolism to adjust the rate of membrane lipid synthesis and metabolism, and the regulation of protein synthesis and modification to acclimate to changes in membrane composition and adjust the structure and function of the cell membrane (Liu et al. [125]2020). These adjustments aim to maintain the stability of the intracellular and extracellular environments, regulate the membrane potential, and ensure proper cellular excitability (Liu, Li, et al. [126]2022). In the GO analysis of this experiment, it was found that the cellular membrane components of liver cells and protein expression levels were significantly elevated after saline stress (Figure [127]7). Saline treatment induced various cellular functional and metabolic changes. These changes primarily involve the regulation of metabolic enzymes to acclimate to alterations in energy metabolism (Wang et al. [128]2022; Ma et al. [129]2018). The expression and functionality of binding proteins, such as receptors and signal transduction molecules, are modulated to accommodate changes in signal transduction (Zhou et al. [130]2020). Under saline stress, freshwater snails may initiate a series of cellular protective mechanisms to mitigate damage to cell structure and function (Si et al. [131]2018; Cui et al. [132]2019). The results of the volcano plot analysis revealed that the majority of significantly differentially expressed genes, both in the liver and gills, were associated with metabolism. Among the highly expressed metabolism‐related pathways in these tissues were “Metabolism of xenobiotics‐cytochrome P450”, “Drug metabolism‐cytochrome P450”, and “Alanine, aspartate and glutamate metabolism” (Figure [133]8). Saline stress may affect the sulfur metabolism pathway in the gills of snails, as the gills are involved in nitrogen metabolism processes, regulating the expression and activity of sulfite reductases, as well as adjusting the synthesis and degradation rates of sulfates (Sharma et al. [134]2019; Planells et al. [135]2019; Al‐Tobasei et al. [136]2017). At the same time, oxidative stress, apoptosis, and inflammation occurred, leading to abnormal gene expression related to ALS in the gill tissue (Li et al. [137]2018). When aquatic animals are exposed to carcinogenic substances in the environment, these substances can enter their bodies through gill tissues. The gills participate in the metabolism and detoxification processes of carcinogenic substances through metabolic reactions. DNA can be damaged by environmental factors and chemical substances, including DNA damage caused by carcinogenic agents. Gill cells possess various DNA repair mechanisms to correct and repair DNA damage, including base repair, nucleotide repair, and DNA strand break repair. These repair processes help protect the integrity of DNA and prevent cell mutations and carcinogenesis caused by DNA damage induced by carcinogens (Quigley et al. [138]2016; Buselic et al. [139]2018; Gao et al. [140]2018). Following saline stress, the liver exhibited more upregulated and downregulated DEGs than gills, indicating differences in structure, function, and metabolism (Figure [141]9). This may be attributed to the liver's important role as a metabolic organ responsible for substance metabolism and detoxification in the snail. It is involved in multiple metabolic pathways. Therefore, when facing stressful conditions, the liver may be more sensitive to metabolic regulation in order to cope with changes in energy metabolism and metabolic balance compared with the gills (Swinehart et al. [142]1998; Cheney et al. [143]2008). Due to its rich metabolic activity and involvement in oxygen metabolism processes, the liver may be more susceptible to oxidative stress. The liver is also an important site for immune response, with abundant distribution of immune cells and immune factors (Pan and Han [144]2023; Wang et al. [145]2023). Under stress conditions, the snail liver may initiate an immune response to counter potential pathogen invasion and infection (Chen et al. [146]2022; Martemyanov et al. [147]2021). This may lead to the regulation of immune‐related genes in the liver, making it more sensitive to stress (Jeyavani et al. [148]2022; Anagha et al. [149]2022; Chakraborty and Joy [150]2020). In the liver of male snails, genes related to fatty acid synthesis were significantly differentially expressed under saline treatment conditions. The snails may require adjustments in the fatty acid synthesis pathway to acclimate to changes in the stability and functional demands (Pan et al. [151]2019). The process of fatty acid elongation involves the participation of multiple enzymes and substrates in the synthesis of long‐chain fatty acids within cells (Wang et al. [152]2018). This regulatory response may be aimed at acclimation to the energy demands and metabolic adjustments under saline stress conditions (Zhang et al. [153]2018). The volcano plot analysis revealed that the number of upregulated and downregulated DEGs in male snails after saline stress was higher than in female snails, indicating differences in gene expression patterns between male and female individuals of the snail species (Figure [154]9). The regulation of genes and hormones may lead to different transcriptional responses to saline stress in male and female individuals, as well as different physiological acclimatory capacities to cope with saline stress (Xu et al. [155]2019). These DEGs may be involved in pathways related to cell membrane stability, osmotic regulation, ion balance, and cellular stress (Slattery et al. [156]2018). Male and female snails may have sex‐specific gene regulatory networks, which may include sex‐determining genes, sex hormone receptors, and sex‐specific transcription factors (Yang et al. [157]2023; Liu, Li, et al. [158]2022; Li and Zou [159]2019). Long‐term saline treatment may impact the snail's nervous system, leading to an increased number of DEGs in this pathway (Serba et al. [160]2016). Saline stress could trigger cellular disturbances such as oxidative stress and inflammation, which may have adverse effects on the nervous system. Additionally, saline treatment may affect the synthesis of neurotransmitters, neuronal function, and interactions between nerve cells, resulting in an increased number of DEGs in the “Pathways of neurodegeneration” (Sharma et al. [161]2019). In a saline environment, P. canaliculata eggs undergo metabolic adjustments to acclimate to the new conditions. Salinity has a negative impact on egg hatching, as increased salinity raises osmotic pressure, leading to water loss. As salinity levels rise, the increasing osmotic pressure increases the dehydration of the eggs. Excessive dehydration and deformation of the eggs disrupt their normal hatching process, resulting in lower hatching rates (Wang et al. [162]2012). This experiment also confirmed that higher saline concentrations in the water environment correlated with lower hatching rates for P. canaliculata eggs. The 0 ppt condition exhibited the highest hatching rate and the highest free water to bound water ratio; it also had the highest glycogen reserves. Compared with the control, the 0 ppt group further promoted the development of egg masses, suggesting that it helps maintain the normal shape of the eggs, prevents dehydration, and thus facilitates the hatching process (Figure [163]10). The saline environment negatively affects the stability of egg cell membranes, which are critical for maintaining cellular structure and function. High salinity can cause membrane rupture or surface macromolecule denaturation, disrupting embryonic development. Additionally, elevated saline concentrations increase metabolic stress on the eggs. In response to hyperosmotic conditions, embryos may require more energy to sustain normal physiological processes, potentially altering their growth and developmental cycles (Dreon et al. [164]2007; Salleh and Arbain [165]2015; Liu et al. [166]2023). Our experiment revealed that high‐concentration saline stress reduced the total cholesterol content in P. canaliculata eggs, with cholesterol likely being utilized to address membrane damage caused by stress. Cholesterol also plays a role in modulating membrane fluidity, enabling cells to better acclimate to high‐salinity environments. Furthermore, compared with the control group, the variations in MDA and POD levels during the entire hatching period under high saline conditions indicated that high salinity altered the developmental trajectory of the eggs (Figure [167]11). 5. Conclusion This study conducted a comprehensive analysis of the survival rates, physiological and biochemical characteristics, and transcriptomes of P. canaliculata across different growth stages to saline stress, as well as the related response mechanisms to saline stress. The results indicated that early survival rates significantly declined under saline stress, but the snails were able to maintain energy balance by increasing food intake and reducing metabolic rates, eventually reaching a survival rate close to that of the control group. P. canaliculata exhibited enhanced shell strength, thickness, and significant shell widening through increased calcium content and shell protein synthesis under saline stress, which improved their self‐protective functions. Additionally, changes in antioxidant enzyme activity displayed sexual dimorphism. Saline stress caused the regulation of cellular processes, where the accumulation of organic solutes and the modulation of ion channels were key mechanisms for acclimating to osmotic changes and preventing cellular damage. The liver and gills showed abundant expression of metabolism‐related pathways, with the liver being more sensitive to metabolic and immune responses than the gills. Saline stress also had negative effects on the eggs, with hatching rates decreasing as salinity levels increased. Moreover, saline stress negatively impacted membrane stability and metabolism, reducing total cholesterol content in the eggs and altering their developmental process. These findings not only provide a theoretical basis for the invasion mechanisms of P. canaliculata but also reveal the physiological, biochemical, and molecular acclimation strategies which the species employs in response to saline stress. Author Contributions Yingtong Chen: conceptualization (equal), data curation (lead), formal analysis (lead), investigation (lead), methodology (lead), validation (lead), visualization (lead), writing – original draft (lead). Fucheng Yao: inverstigation (equal), methodolgy (equal). Zhaoji Shi: methodolgy (equal), software (equal), visualization (equal). Chunxia Zhang: investigation (equal). Jimin Liu: investigation (equal). Jiaen Zhang: conceptualization (lead), writing‐review and editing (lead), project adminstration (lead), resources (lead), funding acquisition (lead), supervision (lead). Zhong Qin: methodolgy (equal), validation (equal). Conflicts of Interest The authors declare no conflicts of interest. Acknowledgments