Elements of Post-Transplant Recovery in Lung Transplant Recipients: A Scoping Review.

To clarify and refine the specific elements of post-transplant recovery in lung transplant recipients, we explored the four dimensions of recovery: physiological, psychological, social, and habitual. This study is a scoping review. Two authors conducted a comprehensive electronic literature search to identify studies published from the establishment of the database to August 2022. Deductive coding was utilized to identify and categorize elements using a predefined list of the four components (physiological, psychological, social, and habitual recovery) based on the framework of post-transplant recovery proposed by Lundmark et al. Inductive coding was applied for concepts requiring further classification. The review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews guideline. Systematic searching identified 8,616 potential records, of which 51 studies met the inclusion criteria. Ten subdimensions and their corresponding elements were identified and categorized into four dimensions of recovery following lung transplantation. The subdimensions included physiological recovery (including symptom experience, complications, physical function, and energy reserve), psychological recovery (encompassing affective distress, psychological adaptation, and transition from illness to health), social recovery (involving family adaptation and social adaptation), and habit recovery (focusing on health behavior).

Exposure duration of ambient fine particulate matter determines the polarization of macrophages.

Ambient fine particulate matter (FPM) promotes airway inflammation and aggravates respiratory and cardiovascular diseases. Macrophage polarization plays an essential role in FPM-induced inflammation and tissue repair. The balance of pro-inflammatory M1-type and anti-inflammatory M2-type macrophages determines the fate of tissues and is involved in the pathogenesis of various FPM-induced diseases. The mechanism of macrophage polarization induced by FPM is still not fully understood. Here, we explored the effect of ambient FPM exposure duration on the polarization of peritoneal macrophages. Mice were exposed to concentrated ambient FPM for different duration. Markers of M1-type macrophage and M2-type macrophage in peritoneal macrophages were detected. We found that macrophage polarization was affected by FPM both in vitro and in vivo. Acute FPM stimulation in vitro and short-term concentrated ambient FPM exposure in vivo promoted the expression of NLRP3 and NOS2 and inhibited the expression of ARG1 and CD206. With the extension of concentrated ambient FPM exposure time, ARG1 was gradually up-regulated, and NLRP3 was gradually down-regulated. These results indicate that FPM exposure duration interferes with macrophage polarization. This may provide new insight into the treatment of patients exposed to FPM.

Preliminary Investigation of Essentially Derived Variety of Tea Tree and Development of SNP Markers.

The continuous emergence of Essentially Derived Varieties (EDVs) in the process of tea tree breeding will endanger and affect the innovation ability and development potential of tea tree breeding. In this study, genotyping by sequencing (GBS) technology was used to screen high-quality genomic SNPs for the first time to investigate the derived relationships of 349 tea trees from 12 provinces in China. A total of 973 SNPs uniformly covering 15 tea tree chromosomes with high discrimination capacity were screened as the core SNP set. A genetic similarity analysis showed that 136 pairs of tea trees had a genetic similarity coefficient (GS) > 90%, among which 60 varieties/strains were identified as EDVs, including 22 registered varieties (19 were indisputably EDVs). Furthermore, 21 SNPs with 100% identification of 349 tea trees were selected as rapid identification markers, of which 14 SNP markers could be used for 100% identification of non-EDV. These results provide the basis for the analysis of the genetic background of tea trees in molecular-assisted breeding.

Complement Factor H related protein 1 and immune inflammatory disorders.

Human complement Factor H-related protein 1 (FHR-1) is one of complement Factor H-related proteins (FHRs) and plays an important role in innate immunity. In particular, FHR-1 promotes complement activation by competing with Factor H (FH) for ligands on different surfaces or directly binding to C3b and native C3. Paradoxically, FHR-1 restrains complement activation by inhibiting C5 convertase and terminal complement complex (TCC) formation, and in vitro assays showed that the physiological concentration of FHR-1 had no obvious C3 and C5 regulatory activity. FHR-1 also plays a role in the inflammatory process. MDA-bound FHR-1 promotes inflammatory cytokine release from monocytes in a complement-independent manner. However, its deficiency increases TNFα, IL1ß, IL6, and IL10 secretion from monocytes stimulated with LPS and R484. These contradictory effects of FHR-1 in innate immunity indicate that FHR-1 may function differently in different scenarios. Dysregulation of innate immunity due to frequent CFHR1 variations is associated with various immune inflammatory disorders. Mutations in the C-terminus of FHR-1 that increase its similarity with FH are associated with atypical haemolytic uraemia syndrome (aHUS). In contrast, mutations in the N-terminus that increase the multimerization of FHRs are associated with C3 glomerulopathy (C3G). Changes in FHR-1 concentration have been observed in other diseases. The different functions of the C-terminus and N-terminus of FHR-1 and the distinct function of FHR-1 under various conditions may explain the association of CFHR1 variations with different diseases. Here, we summarized the recent progress on FHR-1 and dissected its role in various immune inflammatory disorders, helping to comprehend and further explore the disease pathogenesis.

Bi-phasic effect of gelatin in myogenesis and skeletal muscle regeneration.

Skeletal muscle regeneration requires extracellular matrix (ECM) remodeling, including an acute and transient breakdown of collagen that produces gelatin. Although the physiological function of this process is unclear, it has inspired the application of gelatin to injured skeletal muscle for a potential pro-regenerative effect. Here, we investigated a bi-phasic effect of gelatin in skeletal muscle regeneration, mediated by the hormetic effects of reactive oxygen species (ROS). Low-dose gelatin stimulated ROS production from NADPH oxidase 2 (NOX2) and simultaneously upregulated the antioxidant system for cellular defense, reminiscent of the adaptive compensatory process during mild stress. This response triggered the release of the myokine IL-6, which stimulates myogenesis and facilitates muscle regeneration. By contrast, high-dose gelatin stimulated ROS overproduction from NOX2 and the mitochondrial chain complex, and ROS accumulation by suppressing the antioxidant system, triggering the release of TNFα, which inhibits myogenesis and regeneration. Our results have revealed a bi-phasic role of gelatin in regulating skeletal muscle repair mediated by intracellular ROS, the antioxidant system and cytokine (IL-6 and TNFα) signaling.

Overexpression of monocarboxylate transporter 4 promotes the migration and invasion of non-carcinogenic L929 fibroblast cells.

Metastasis is a primary contributor to the low survival rates of patients with cancer. Enhanced migration and invasion are two key features of the metastatic transformation of cancer cells. Furthermore, despite the fact that overexpression of the monocarboxylate transporter (MCT)1 and 4 proteins has been found to promote the migration or invasion of cancer cells, previous findings have not been conclusive and have even been contradictory. The majority of these previous studies have relied on the silencing or inhibition of MCT1/4 expression or function in highly metastatic cell lines. Silencing can be transient or incomplete, and inhibition can result in off-target effects. Employing a different approach, the present study stably transfected human MCT1 and MCT4 into the non-carcinogenic murine NCTC clone 929 (L929) cell line, which had undetectable endogenous MCT1 and MCT4 expression. It was observed that overexpression of MCT4, and not MCT1, promoted the migration and invasion of L929 cells. It was also found that overexpression of an inactive form of the MCT4 transporter with a single amino acid mutation failed to promote either migration or invasion, which suggested that MCT4 activity is required. Since an epidermal growth factor receptor (EGFR) inhibitor could reverse the effect of MCT4-overexpression, it was concluded that MCT4-overexpression exert its functions through modulating the EGF/EGFR pathway.

Deficiency of Mouse FHR-1 Homolog, FHR-E, Accelerates Sepsis, and Acute Kidney Injury Through Enhancing the LPS-Induced Alternative Complement Pathway.

Alternative complement pathway (AP) plays an important role in the development of sepsis, which is life threatening. Deficiency of factor H-related protein 1 (FHR-1), which is a regulator of AP, has been considered as a susceptible factor for atypical hemolytic uremic syndrome (aHUS) and other types of nephropathy when an inducer such as infection exists. However, the underlying mechanism of the disease development is largely unknown. There is no report on CFHR1 gene knockout in any animal infection model and its function in vivo is still unclear. Here, a Cfhr1 knockout mouse was generated for investigating AP in sepsis and sepsis-induced acute kidney injury (AKI). We found that murine FHR-1 homolog (FHR-E) deficiency enhanced lipopolysaccharide (LPS)-induced AP activation both in vitro and in vivo and that Cfhr1 knockout mice exhibited more severe sepsis and AKI in response to LPS challenge. These results indicated that FHR-E deficiency promoted LPS-induced sepsis and AKI through AP over-activation, providing a mouse model for studying AP regulation and sepsis. This study revealed the function of FHR-E in vivo, which may further provide hints to the pathogenesis of FHR-1 deficiency-related diseases by enhancing LPS-induced AP activation.

Validation and identification of reference genes in Chinese hamster ovary cells for Fc-fusion protein production.

IMPACT STATEMENT: In order to reveal potential genotype-phenotype relationship, RT-qPCR reactions are frequently applied which require validated and reliable reference genes. With the investigation on long-term passage and fed-batch cultivation of CHO cells producing an Fc-fusion protein, four new reference genes-Akr1a1, Gpx1, Aprt, and Rps16, were identified from 20 candidates with the aid of geNorm, NormFinder, BestKeeper, and ΔCt programs and methods. This article provided more verified options in reference gene selection in related research on CHO cells.

Ultrasensitive dual-color rapid lateral flow immunoassay via gold nanoparticles with two different morphologies for the serodiagnosis of human brucellosis.

Lateral flow immunoassays (LFIAs) are popular because they are rapid, convenient, stable, low cost, and easy to read. However, conventional LFIAs based on gold nanoparticles lack sensitivity, which hinders their widespread use. Here, we prepared durian-like gold nanoparticles (GNDs) and labeled them with staphylococcal protein A to detect brucella antibody. Then, the analytical performances of GNDs and gold nanospheres (GNSs) with the same diameter were compared. It was found that the sensitivity of GNDs was five to ten times higher than that of GNSs. The nonspherical morphologies of the nanoparticles greatly increased the sensitivity of the LFIA. On the basis of GNDs and GNSs, we developed an ultrasensitive dual-color brucellosis LFIA. GNSs labeled with streptavidin were used to demonstrate the control line. This dual-color LFIA had a diagnostic sensitivity and specificity of 100%. Human standard Brucella-positive serum (containing brucella antibody at 4000 IU/mL) could be detected in this system even for a dilution factor of 10-5. The detection limit was 0.04 IU/mL. This is two orders of magnitude better than conventional LFIA strips (detection limit 4 IU/mL). This dual-color LFIA contains all components of a conventional LFIA with no additional processing steps or reagents. It can detect antibodies in serum, plasma, and even whole blood without sample pretreatment or blood filtration pads. Both types of nanoparticles were synthesized in a simple and low-cost manner. This suggests that it will have utility for the early diagnosis of brucellosis and other diseases. Graphical abstract.

Garbage source classification performance, impact factor, and management strategy in rural areas of China: A case study in Hangzhou.

Garbage classification and reduction is imperative in many developing countries, where the imbalance between the rapid growth of solid waste and insufficient disposal capacity can be challenging. In order to evaluate whether a novel '2 + T' source classification method (biodegradable waste, other waste, and toxic waste) and three types of source classification and resourcing treatment patterns implemented in the rural areas of Hangzhou can be widely applied, field investigations, questionnaire interviews, and factor analysis were carried out comprehensively. By means of '2 + T' source classification method, biodegradable waste, accounting for the largest proportion of rural domestic waste, can be effectively separated for the subsequent reduction and resource treatment. Classified deposition in the doorway and door-to-door collection of biodegradable and other wastes provided the best solution for the accuracy of source classification and public participation. Based on the analysis, appropriate classification methods and patterns, sustainable publicity and supervision of source classification behavior as well as sufficient financial support will be key factors for rural domestic waste classification and resourcing management. These methods have a great potential for promoting solid waste classification in the rural areas of China and in other developing countries.

Interaction between pollutants during the removal of polychlorinated biphenyl-heavy metal combined pollution by modified nanoscale zero-valent iron.

Modified nanoscale zero-valent iron (nZVI) is a promising functional material for the remediation of combined pollutants involving polychlorinated biphenyls (PCBs) and heavy metals. However, the interaction between the two types of pollutants has not been systematically studied for this method of treatment. In this study, 2,2',4,4',5,5'-hexachlorobiphenyl (PCB153), Cu2+, and Ni2+ were selected as the target pollutants. To understand the interaction between pollutants, the efficiencies of nZVI, sulfidated nZVI (S-nZVI), and carboxymethylcellulose stabilized nZVI (CMC-nZVI) were investigated for removal of PCB153, Cu2+/Ni2+, and combined pollution system (PCBs-Cu2+/Ni2+). Results showed that the removal kinetics of the two types of pollutants by the three materials fitted a pseudo-first-order model well and that the reaction mechanisms were similar. Among the three materials, CMC-nZVI showed the highest reactivity to degrade PCB153 (pseudo-first-order kinetic constants (kobs) = 2.7 × 10-4 min-1) and remove Cu2+ (kobs = 2.890 min-1), while S-nZVI showed higher affinity for the removal of Ni2+ (kobs = 0.931 min-1). For the combined pollution system, PCB153 had little effect on the removal of heavy metals by the three materials, while the effect of heavy metals on PCB153 degradation was related to the types of heavy metals and the materials. Cu2+ had no significant effect on PCB153 degradation by the three materials, while the coexistence of Ni2+ promoted PCB153 degradation by nZVI and CMC-nZVI. XPS and electrochemical analysis showed that Cu0 and Ni0 were produced on the surface of the three materials. Ni is a more effective catalyst and promoted the electron transfer efficiency of the materials and had a positive impact on the dechlorination reaction.

Erectile Dysfunction and Associated Risk Factors in Chinese Males of Infertile Couples.

BACKGROUND: Knowledge on the occurrence of erectile dysfunction (ED) and timely ovulatory intercourse failure (TOIF) in Chinese men of infertile couples is limited. AIM: To obtain representative estimates of ED and TOIF in Chinese men of infertile couples and to analyze potential risk factors associated with ED. METHODS: 4,299 Chinese men of infertile couples with an average age of 32.85 ± 5.98 years were surveyed using the 5-item International Index of Erectile Function (IIEF-5) questionnaire for their ED occurrence. Multiple logistic regression analysis was used to disclose risk factors associated with ED. OUTCOMES: The occurrence of ED was 57.8% and that of TOIF was up to 26.2% in Chinese men of infertile couples. RESULTS: Based on IIEF-5 criteria, 34.9% of men had mild ED and only 2.6% had severe ED. Secondary infertility, infertility with known causes, and chronic prostatitis were significant risk factors associated with ED. TOIF was significantly higher (23.3%) in men of infertile couples with ED than in those without ED (8.6%), indicating that TOIF is likely a contributing factor to male infertility. CLINICAL IMPLICATIONS: Understanding the occurrence and types of ED and TOIF in men of infertile couples and their associated risk factors will help physicians treat clinical cases of male infertility more effectively. STRENGTHS AND LIMITATIONS: Large numbers of infertile outpatients from multiple hospital clinics across the country were included in this study. The concept of TOIF was raised for the 1st time and studied preliminarily in Chinese men of infertile couples. The lack of participants' psychological status, a control group of men of fertile couples, and measurement of testosterone levels was a limitation in this clinic-based study. CONCLUSION: The occurrence of ED was higher in Chinese men of infertile couples than in the general Chinese male population. Yang B, Xu P, Shi Y, et al. Erectile Dysfunction and Associated Risk Factors in Chinese Males of Infertile Couples. J Sex Med 2018;15:671-677.

Improving methane yield from organic fraction of municipal solid waste (OFMSW) with magnetic rice-straw biochar.

Magnetic biochar is a potential economical anaerobic digestion (AD) additive. To better understand the possible role of magnetic biochar for the improvement of biomethanization performance and the retention of methanogens, magnetic biochar fabricated under different precursor concentrations were introduced into organic fraction of municipal solid waste (OFMSW) slurry AD system. Results showed that methane production in AD treatment with magnetic biochar fabricated under 3.2g FeCl3:100g rice-straw ratio increased by 11.69% compared with control treatment without biochar addition, due to selective enrichment of microorganisms participating in anaerobic digestion on magnetic biochar. AD treatment with magnetic biochar fabricated under 32g FeCl3:100g rice-straw ratio resulted in 38.34% decreasement of methane production because of the competition of iron oxide for electron. Furthermore, 25% of total methanogens were absorbed on magnetic biochar and can be harvested with magnet, which can offer a potential solution for preventing the methanogens loss in the anaerobic digesters.

The steroid hormone 20-hydroxyecdysone promotes switching from autophagy to apoptosis by increasing intracellular calcium levels.

Autophagy regulates cell survival (or cell death in several cases), whereas apoptosis regulates cell death. However, the relationship between autophagy and apoptosis and the regulative mechanism is unclear. We report that steroid hormone 20-hydroxyecdysone (20E) promotes switching from autophagy to apoptosis by increasing intracellular calcium levels in the midgut of the lepidopteran insect Helicoverpa armigera. Autophagy and apoptosis sequentially occurred during midgut programmed cell death under 20E regulation, in which lower concentrations of 20E induced microtubule-associated protein 1 light chain 3-phosphatidylethanolamine (LC3-II, also known as autophagy-related gene 8, ATG8) expression and autophagy. High concentrations of 20E induced cleavage of ATG5 to NtATG5 and pro-caspase-3 to active caspase-3, which led to a switch from autophagy to apoptosis. Blocking autophagy by knockdown of ATG5, ATG7, or ATG12, or with the autophagy inhibitor 3-methyladenine, inhibited 20E-induced autophagy and apoptosis. Blocking apoptosis by using the apoptosis inhibitor Ac-DEVD-CHO did not prevent 20E-induced autophagy, suggesting that apoptosis relies on autophagy. ATG5 knockdown resulted in abnormal pupation and delayed pupation time. High concentrations of 20E induced high levels of intracellular Ca2+, NtATG5, and active caspase-3, which mediated the switch from autophagy to apoptosis. Blocking 20E-mediated increase of cellular Ca2+ caused a decrease of NtATG5 and active caspase-3 and repressed the transformation from autophagy to apoptosis, thereby promoting cell survival. 20E induces an increase in the concentration of intracellular Ca2+, thereby switching autophagic cell survival to apoptotic cell death.

Efficacy and safety evaluation of claudin-4-targeted antitumor therapy using a human and mouse cross-reactive monoclonal antibody.

Claudin-4 (CLDN-4), a tight-junction protein, is overexpressed in various malignant tumors, including gastric, colorectal, pancreatic, and breast cancers. However, CLDN-4 is also expressed in normal tissues, including the liver, pancreas, kidney, and small intestine. Whether CLDN-4 is an effective and safe target for cancer therapy has been unclear owing to the lack of a binder with both CLDN-4 specificity and cross-reactivity to human and murine cells. In this study, we successfully generated a rat anti-CLDN-4 monoclonal antibody (5D12) that was specific to, and cross-reactive with, human and mouse CLDN-4. 5D12 recognized the second extracellular domain of human CLDN-4 in a conformation-dependent manner. A human-rat chimeric IgG1 of 5D12 (xi-5D12) activated the Fcγ IIIa receptor, indicating the activation of antibody-dependent cellular cytotoxicity in CLDN-4-expressing cells. Moreover, xi-5D12 significantly suppressed tumor growth in mice bearing human colorectal and gastric tumors without apparent adverse effects, such as weight loss or liver and kidney damage. These results suggest that CLDN-4 is a potent target for cancer therapy and that an anti-CLDN-4 antibody is a promising candidate anticancer agent.

The Steroid Hormone 20-Hydroxyecdysone Promotes the Cytoplasmic Localization of Yorkie to Suppress Cell Proliferation and Induce Apoptosis.

The transcriptional co-activator Yki (Yorkie), a member of the Hippo pathway, regulates cell proliferation or apoptosis, depending on its nuclear or cytoplasmic location. However, the upstream factors regulating the subcellular localization of Yki are unclear. We found that the steroid hormone 20-hydroxyecdysone (20E) induces phosphorylation of Yki, causing it to remain in the cytoplasm, where it promotes apoptosis in the midgut of the lepidopteran insect Helicoverpa armigera Yki is expressed in various tissues, with an increase in the epidermis and midgut during early metamorphic molting. Yki is localized mainly in the nucleus of feeding larval midgut cells but is mainly localized in the cytoplasm of metamorphic molting larval midgut cells. The knockdown of Yki in the feeding larvae promotes larval-pupal transition, midgut programmed cell death, and repressed IAP1 (inhibitor of apoptosis 1) expression. Knockdown of Yki in the epidermal cell line (HaEpi) induced increased activation of Caspase3/7. Overexpressed Yki in HaEpi cells was mainly localized in the nucleus and induced cell proliferation. 20E promotes the cytoplasmic localization of Yki, reducing the expression of the IAP1, resulting in apoptosis. 20E promotes cytoplasmic retention of Yki by increasing Yki phosphorylation levels and promoting the interaction between Yki and the adaptor protein 14-3-3-ϵ. This regulation of Yki suppresses cell proliferation and induces cell apoptosis.

miR-20b downregulates polymerases κ and θ in XP-V tumor cells.

XP-V is a subtype of Xeroderma pigmentosum diseases with typical pigmentation and cancers in sun-exposed regions. The present study investigated the role of microRNA-20b (miR-20b) in the imbalance of polymerase expression levels in XP-V tumor cells. Following software prediction results, certain miRNAs were chosen as candidate regulators for the observed imbalance in polymerases in XP-V tumor cells. Reverse transcription-quantitative polymerase chain reaction and western blot were used to test candidate miRNAs for their ability to reduce the expression of these polymerases. A luciferase reporter assay was used to further verify the western blot results. Polymerases κ and θ were expressed at lower levels in XP-V tumor cells compared to normal control cells. A positive correlation was demonstrated between miR-20b and polymerases κ and θ. It was also demonstrated that a proportion of miRNAs had no effect on polymerases κ and θ, despite the software predicting that these miRNAs would target these two polymerases. Therefore, miR-20b may be responsible for the low expression levels of polymerase κ and θ in XP-V tumor cells, which accelerated mismatch in DNA replication repairing.

Comparing watershed black locust afforestation and natural revegetation impacts on soil nitrogen on the Loess Plateau of China.

This study examined a pair of neighbouring small watersheds with contrasting vegetations: artificial forestland and natural grassland. Since 1954, afforestation which mainly planted with black locust has been conducted in one of these watersheds and natural revegetation in the other. The differences in soil total N, nitrate, ammonium, foliar litterfall δ(15)N and dual stable isotopes of δ(15)N and δ(18)O in soil nitrate were investigated in the two ecosystems. Results showed that there was no significant difference in soil total N storage between the two ecosystems, but the black locust forestland presented higher soil nitrate than the grassland. Moreover, the foliar litterfall N content and δ(15)N of the forestland were significant higher than the grassland. These results indicate that 60 years of watershed black locust afforestation have increased soil N availability. The higher nitrate in the forestland was attributed to the biological N fixation of black locust and difference in ecosystem hydrology. The dual stable isotopes of δ(15)N and δ(18)O revealed that the two ecosystems had different sources of soil nitrate. The soil nitrate in the forestland was likely derived from soil N nitrification, while the soil nitrate in the grassland was probably derived from the legacy of NO3(-) fertiliser.

Functional Assessments in Patients Undergoing Radial Forearm Flap Following Hemiglossectomy.

Our goal was to evaluate the functional outcomes following radial forearm free-flap reconstruction with a focus on radiotherapy. A 2-year prospective study was performed. A total of 47 patients were enrolled finally. They were asked to complete the swallowing, chewing, speech domains of the University of Washington Quality of Life questionnaire preoperatively and at 2 years postoperatively. Swallowing capacity was apparently affected after surgery, but no patients reported there was chokes cough during eating, the mean score was 51.1 (SD: 21.3). Most patients (70.2%) presented their articulation was good enough for everyday life, and the mean score was 60.0 (SD: 21.1). As for chewing, only 7 (14.9%) patients complained there was negative effect, and the mean score was as high as 92.6 (SD: 18.0). Compared to patients with surgery only, patients with postoperative radiotherapy only had significantly worse swallowing and speech capacity. Compared with patients with postoperative radiotherapy only, patients with both preoperative and postoperative radiotherapy tended to have better swallowing and speech. No significant differences were found between chewing and radiotherapy. In most patients, the results of swallowing, speech, and chewing are favorable. Postoperative radiotherapy has an apparent impact on functional impairment, but preoperative tends to preserve the original tongue function.

[A Method to Estimate Metal Abundance from Stellar Spectra Using Ca Line Index].

This paper presents a method to estimate stellar metallicity based on BP neural network and Ca line index. This method trains a BP ANN model from SDSS/SEGUE stellar spectra and parameters provided by SSPP. The values of Teff and the line index of Ca lines are the input of network while the [Fe/H] values are the oputput of the network. A set of samples are resampled from the set of all and then a network model is trained. The network can be used to predict the stellar metallicity from low-resolution spsectra. The experiment shows that the proposed method can accurately and effectively measure the [Fe/H] from the stellar spectra.