Abstract
The aim of this study was to investigate the role of ferroptosis in diabetic nephropathy (DN) and the mechanism of its regulatory genes. HK-2 cells were cultured with high glucose and mice were intraperitoneally injected with streptozotocin to establish DN models. GSE111154 was analyzed to identify the abnormal expression of genes associated with DN. Cell injury was evaluated through CCK-8 assay and 4′,6-diamidino-2-phenylindole/phenylindole double staining. The levels of iron, glutathione, malondialdehyde, urinary albumin, and urinary creatinine were determined by ELISA. Furthermore, western blot and RT-qPCR were used to detect protein and mRNA levels, respectively. Our data showed that heterochromatin protein 1 is an abnormally elevated gene related to DN and is further elevated by ferroptosis activators. Inhibition of HP1 significantly inhibited ferroptosis but promoted cell viability. In addition, nuclear factor erythroid2-related factor2 (NRF2) was decreased in DN cell model, but increased under the action of ferroptosis activators. NRF2 silencing reversed the protective effects of HP1 inhibition on HK-2 cells. Additionally, HP1 silencing also alleviated kidney damage in DN mice. Collectively, these findings suggest that inhibiting HP1 inhibits ferroptosis via NRF2 pathway, thereby protecting renal tubular epithelial cells from damage.
Graphical abstract

1 Introduction
Diabetic nephropathy (DN) is a serious microvascular complication of diabetes and the most common cause of end stage renal disease. At present, the clinical treatment of DN cannot effectively interfere with the occurrence process of DN [1]. Therefore, it is of great theoretical significance and practical application value to find the key molecules involved in the DN process and apply them in the prevention and treatment of DN. Early DN is usually characterized by albuminuria caused by glomerular dysfunction, glomerular sclerosis, and glomerular filtration barrier breakdown. Renal tubular epithelial cell injury plays an important role in the occurrence and development of DN [2,3].
Ferroptosis is a kind of lipid peroxidation and excessive oxidative stress of unsaturated fatty acids caused by iron ion deposition, which leads to the destruction of the selective permeability of plasma membrane and ultimately leads to cell death. Iron plays a very important role in human life activities, and a lot of evidence shows that iron metabolism is closely related to DN. Iron metabolism indexes such as iron, ferritin, and transferrin are closely related to the occurrence and development of DN [4,5]. Therefore, it is crucial to understand the pathogenesis of DN and take appropriate intervention measures to inhibit ferroptosis during the course of DN.
The nuclear transcription factor erythroid 2-related factor 2 (NRF2) is located on human chromosome 2q31.2 and encodes a leucine zipper structure transcription factor, which is an important endogenous antioxidant factor in the cell. NRF2 can promote the expression of Glutathione peroxidase 4 (GPX4) and inhibit the occurrence of ferroptosis. Recently, many DN-related genes have been found to regulate ferroptosis in DN by regulating the NRF2 pathway [6,7]. Therefore, it is important to search for genes regulating NRF2 pathway in DN.
In this study, DN-related genes were identified, and whether DN-related genes could modulate ferroptosis through NRF2 pathway was studied in vitro and in vivo. This study aims to provide an additional treatment option for DN.
2 Materials and methods
2.1 Microarray data
The human gene expression dataset GSE111154 consisting of four non-diabetic samples and four DN samples were downloaded from NCBI Gene Expression Omnibus. Genes with p < 0.05 and |logFC| > 2 were filtrated.
2.2 Cell culture and grouping
Human renal tubular epithelial cells HK-2 from American Type Culture Collection were cultured in RPMI-1640 medium (Gibco) containing 10% fetal bovine serum (Gemini) and 1% antibiotics (100 U/mL penicillin and 100 μg/mL streptomycin). After the cells grew and fused to 60%, they were inoculated on six-well plates and randomly divided into normal glucose group (5.5 mM glucose [8], control), high glucose stimulated group (30 mM glucose [8], HG), si-NC transfection group (HG + si-NC), si-heterochromatin protein 1 (HP1) transfection group (HG + si-HP1), si-NRF2 transfection group (HG + si-HP1 + si-NRF2), and its negative control group (HG + si-HP1 + si-NC). In the control group and HG group, the medium was discarded with a cell confluence of 70%, and normal medium and high-glucose medium were added, respectively. Cells were transfected with corresponding plasmids. The transfection steps were as follows: solution 1 for transfection (125 μg serum-free antibiotic-free medium + 5 μL lipo3000 + 2.5 μg siRNA) and solution 2 for transfection (125 μg serum-free antibiotic-free medium + 3.75 μL p3000) were mixed and then added in culture medium. After 12 h of transfection, the transfection efficiency was detected by RT-qPCR, and then high-glucose medium was added, respectively. The supernatant was collected after culturing for 48 h, and the relevant indicators were detected. Cell viability of each group was evaluated by CCK-8 assay. BAY-61-3606 (2 μM, Selleck) as an apoptosis inhibitor was used to treat HK-2 cells [9]. Erastin (an inducer of ferroptosis, Selleck, 10 μM), RSL3 (an inducer of ferroptosis, Selleck, 0.1 μM), Ferrostatin-1 (Fer-1; a ferroptosis inhibitor, Selleck, 1 μM), and Liproxstatin-1 (Lip-1; a ferroptosis inhibitor, Selleck, 200 nM) were used to modulate ferroptosis of HK-2 cells [8,10,11,12].
2.3 Construction and processing of animal models
C57BL/6 N 8-week-old mice were purchased from Beijing Baiaosaitu Company. All mice were raised in the Animal Experimental Center of The First People’s Hospital of Longquanyi District. The mice were fed under controlled environmental conditions (22℃, light and dark cycle for 12 h), and divided into four groups of six: negative control group (NC), DN group, HP1 knockdown negative control group (DN + sh-NC), and HP1 knockdown group (DN + sh-HP1). The control group was fed with normal diet, and the other three groups received high-fat diet and intraperitoneal injection of streptozotocin 50 mg/kg (consecutively for 5 days) to induce DN 4 weeks later [7]. NC group was injected with the same amount of normal saline. shRNA was designed according to HP1 sequence, and shRNA fragments were synthesized from Shanghai SunnyBio company. 2 μg sh-HP1 plasmid and 4 μg packaged plasmid were co-transfected into 293T cells to package adenovirus. 48 h later, the supernatant medium containing the virus was collected and purified by centrifugation to harvest adenovirus. The mice of DN + sh-NC group and DN + sh-HP1 group were, respectively, injected with 0.1 mL of PBS containing 3 × 108 PFU empty adenovirus vector (sh-NC) or sh-HP1 adenovirus through the tail vein, and the same dose of sh-NC or sh-HP1 adenovirus was repeated through the vein 2 weeks later. Four weeks after the injection of the adenovirus, the mice were killed by the cervical dislocation method after the abdominal injection of 0.3% pentobarbital sodium (10 mL/kg). Blood samples from their tail veins were collected for fasting glucose level measurement using a glucose analyzer (Sinocare). After the model was established, mice in each group were fed for 12 weeks and their blood glucose was measured. Mice with a blood glucose level of ≥16.7 mmol/L were considered to be successful models of DN. The body weight of mice was weighed and blood and urine samples were collected. Urine samples were collected in a metabolic cage, in which mice were free to eat and drink, and urine volume was monitored.
2.4 Collection of renal tissue
Mice were anesthetized by intraperitoneal injection of 10% chloral hydrate (0.35 mL/100 g, Shanghai Macklin Biochemical Co., Ltd) to collect the renal tissues. After laparotomy, 0.9% normal saline was injected into the left ventricle, and the perfusion was stopped when the liver and kidney of mice turned white. The kidney tissues were partially preserved with 4% paraformaldehyde.
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Ethical approval: The research related to animal use has been complied with all the relevant national regulations and institutional policies for the care and use of animals.
2.5 Hematoxylin-eosin (HE) staining
The renal tissue fixed in paraformaldehyde was dehydrated with alcohol and embedded in paraffin wax to make 4 μm thick tissue sections, which were stained by HE, and the pathological changes of kidney were observed under light microscope (CX23, Olympus).
2.6 CCK-8 assay
HK-2 cells in different groups were seeded in a 96-well plate with 5 × 103 cell/well. The CCK-8 solution (10 μL, Beyotime) was added to the culture plate and incubated for another 1 h at 37℃. A microplate Reader (Multiscan EX) was executed to examine the optical density at 450 nm wavelength.
2.7 4′,6-diamidino-2-phenylindole/phenylindole (DAPI/PI) double staining
DAPI/PI double staining was performed to evaluate cell death [13]. HK-2 cells in each group were centrifuged to discard the supernatant, and cells were suspended with 1 mL cell staining buffer, followed by 5 μL DAPI staining solution (Beyotime) and 5 μL PI staining solution (Beyotime). The cells were placed in a dark environment at 4℃ and stained for 30 min. The cells were thoroughly cleaned with PBS two times before cell smears were prepared and observed with fluorescence microscope (TE2000, Nikon, Japan).
2.8 ELISA
The tissues and cells were lysed and added to the iron determination buffer (Iron Colorimetric Assay Kit, Leagene), then centrifuged to obtain the supernatant for determination according to the manufacturer’s instructions. The experimental buffer was added to the 96-well plate, incubated at room temperature for 0.5 h, and mixed reagents were added and incubated in the dark for 15 min. The absorbance at 562 nm was measured by a microplate reader (Multiskan Spectrum 51119570; Thermo Fisher). For glutathione (GSH) and malondialdehyde (MDA) contents, the levels were measured according to the manufacturer’s instructions using commercial kits (Sigma-Aldrich). Urine samples were centrifuged for 20 min and the supernatant was collected. The concentrations of urinary albumin and urinary creatinine were detected by ELISA kits (Beyotime). The urinary albumin/creatinine ratio (ACR) were then calculated.
2.9 RT-qPCR
Cells and tissues were mixed with TRIzol® reagent (Thermo Fisher Scientific) to extract total RNA. Reverse transcription and qPCR were carried out using a BlazeTaq One-Step SYBR Green RT-qPCR Kit (QP071, GeneCopoeia) on a SEDI Thermo Cycler controlled by Control Bus Net software package (Wealtec Bioscience). All primers were designed and synthesized by Nanjing GenScript Biotech Co., Ltd, and GAPDH was used as internal reference. Fold changes in the indicated genes were calculated using the 2−ΔΔCt method [14]. The primer sequences were as follows:
HP1: (Forward): 5′-CTAGACAGGCGCGTGGTTAAG-3′;
(Reverse): 5′-GCTCAGGGCAATCCAAGTTTT-3′;
IGHA1: (Forward): 5′-GCAGCATTCGGATTCACATTC-3′;
(Reverse): 5′-GATGTTCCTGATGTTGTCTCTGG-3′;
IGLC7: (Forward): 5′-GTTTCCGCTAGTGGGACATCA-3′;
(Reverse): 5′-CTGACCTCTGTGTCGAATGTG-3′;
NFR2: (Forward): 5′-TCAGCGACGGAAAGAGTATGA-3′;
(Reverse): 5′-CCACTGGTTTCTGACTGGATGT-3′;
FTH1: (Forward): 5′-CAAGTGCGCCAGAACTACCA-3′;
(Reverse): 5′-ACAGATAGACGTAGGAGGCATAC-3′;
GPX4: (Forward): 5′-TGTGCATCCCGCGATGATT-3′;
(Reverse): 5′-CCCTGTACTTATCCAGGCAGA-3′;
TFR1: (Forward): 5′-GTTTCTGCCAGCCCCTTATTAT-3′;
(Reverse): 5′-GCAAGGAAAGGATATGCAGCA-3′;
GAPDH: (Forward): 5′-AGGTGAAGGTCGGAGTCAACG-3′;
(Reverse): 5′-AGGGGTCATTGATGGCAACA-3′;
2.10 Western blot assay
RIPA reagent (Sigma-Aldrich) was used to extract proteins from cells and tissues. Protein concentration was determined using a BCA kit (Sigma-Aldrich). Additionally, proteins (20 µg/lane) were separated by 15% SDS-PAGE and then transferred to PVDF membranes (Bio-Rad). The membranes were blocked with 5% skim milk for 2 h. Membranes were then incubated with primary antibodies, including GPX4 (ab125066, 1:2,000, Abcam), NRF2 (ab62352, 1:500, Abcam), p-NRF2 (ab76026, 1:2,000, Abcam), and anti-GAPDH (ab8245, 1:500, Abcam) at 4°C overnight, followed by incubation with secondary antibody (ab6721, 1:2,000, Abcam) for 1 h. Subsequently, the membrane was stained with an ECL western blotting kit (ab193759, Abcam). Finally, protein bands were visualized using an ECL system (Thermo Fisher Scientific).
2.11 Luciferase reporter assay
The plasmids containing the wild-type NRF2 (NRF2-wt) and mutant NRF2 (NRF2-mut) were purchased from RiboBio. Plasmids were co-transfected into HK-2 cells. The luciferase activity was assessed with a Double-Luciferase Reporter Assay Kit (Promega) via the Dual-Light Chemiluminescent Reporter Gene Assay System (Berthold), which was normalized to firefly luciferase activity.
2.12 Statistical analysis
SPSS v.19.0 (IBM) was used for statistical analyses. All experiments were performed in triplicate and all data are presented as mean values ± SD. Differences between two groups were evaluated using Student’s t-test and one-way ANOVA for multiple groups. Statistical significance was set at p < 0.05.
3 Results
3.1 HP1 is a ferroptosis-related gene in DN
First, the microarray GSE111154 was analyzed, and the heat map illustrated that there are a large number of differentially expressed genes among the four pairs of DN samples (Figure 1a). Under the criterion of p < 0.05 and |logFC| > 2, 6 downregulated genes and 31 elevated ones were identified (Figure 1b). Then, three top upregulated genes (HP1, IGHA1, and IGLC7) were selected as candidate genes. As shown in Figure 1c, HG treatment significantly inhibited the viability of HK-2 cells, while an apoptosis inhibitor BAY-61-3606 and a ferroptosis inhibitor Fer-1 significantly promoted the viability of HK-2 cells on the basis of HG treatment (Figure 1b). Therefore, we hypothesized that inhibiting ferroptosis helps protect HK-2 cells from high glucose induced injury. Subsequently, the expressions of HP1, IGHA1, and IGLC7 in DN model cells were evaluated with different ferroptosis inducers or inhibitors. Our data demonstrated that HP1 levels increased sharply after HG treatment (Figure 1d), while IGHA1 (Figure 1e) and IGLC7 (Figure 1f) levels were not statistically different among groups. In addition, Erastin, a ferroptosis activator, also increased HP1, and RSL3 further increased HP1 on the basis of HG. Conversely, ferroptosis inhibitors Fer-1 and Lip-1 both inhibited HP1 levels on the basis of HG. In summary, HP1 may be related to ferroptosis in DN in vitro.

HP1 is a ferroptosis-related gene in DN. (a) The heat map and (b) volcano map of DN-related gene data obtained from GSE111154. (c) Cell viability of HK-2 cells evaluated by CCK-8 assay under the treatment of high glucose, an apoptosis inhibitor, and a ferroptosis inhibitor. (d–f) The first three genes (HP1, IGHA1, and IGLC7) with the most significant upregulation were evaluated in DN model cells under the induction of different ferroptosis agonists or inhibitors. ***p < 0.001 (vs control), ## p < 0.01, ### p < 0.001 (vs HG).
3.2 Inhibition of HP1 suppresses ferroptosis induced by HG treatment
To determine the role of HP1 in HG-induced ferroptosis in HK-2 cells, we reduced the levels of HP1 and verified this using RT-qPCR (Figure 2a). HP1 was inhibited in HK-2 cells, and the inhibition was more potent in si-HP 2# group. si-HP 2# plasmid was selected for subsequent experiments (hereinafter referred to collectively as si-HP). HG treatment significantly reduced cell viability (Figure 2b) and induced apoptosis (Figure 2c). Meanwhile, ferroptosis of HK-2 cells was also promoted, which was manifested as a significant increase in iron and MDA levels, and a significant decrease in GSH levels (Figure 2d–g). However, by reversing the levels of the above indicators, HP1 silencing significantly reversed the effects of HG on HK-2 cells.

Inhibition of HP1 suppresses ferroptosis induced by HG treatment. (a) HP1 level was validated using RT-qPCR after transfection. (b) Cell viability of HG treated HK-2 cells determined by CCK-8. (c) Cell apoptosis of HK-2 cells under different treatments was determined by DAPI/PI staining. (d–g) Iron, MDA, and GSH levels were combined to evaluate ferroptosis. (h) Representative western blot images of GPX4 protein. ***p < 0.001 (vs si-NC or control), ## p < 0.01, ### p < 0.001 (vs HG + si-NC). Western blot analysis was performed three times.
3.3 HP1 regulates HG-induced ferroptosis via NRF2 signaling pathway
According to previous studies, HP1 and histone methyltransferase G9a can form a certain transcriptional inhibitory complex, regulating the transcriptional activity of target genes [15], and NRF2 is a key factor in ferroptosis [16]. Therefore, we speculated that HP1 inhibits the transcriptional activity of NRF2 and reduces its expression level. As shown in Figure 3a, the luciferase activity in NRF2-wt group was significantly upregulated by HP1 knockdown. However, these effects were not observed in the mutated NRF2 groups, suggesting that NRF2 binds to HP1 (Figure 3a). At the same time, while inhibiting HP1, NRF2 mRNA levels increased in HK-2 cells (Figure 3b). Protein level of NRF2 and phosphated NRF2 were also increased by knockdown of HP1 (Figure 3c). In addition, inhibition of NRF2 in HK-2 cells significantly induced the GPX4 protein expression (Figure 3d). NRF2 was then inhibited in HK-2 cells, more effectively in si-NFR2 1# group (Figure 4a). si-NFR2 1# plasmid was selected for subsequent experiments (hereinafter referred to collectively as si-NFR2). As expected, knockdown of NRF2 dramatically reversed the effects of si-HP1 on cell viability (Figure 4b), cell apoptosis (Figure 4c), and ferroptosis (Figure 4d–g).

NRF2 binds to HP1. (a) Luciferase reporter assay was conducted to evaluate binding relationship between NRF2 and HP1. (b) NRF2 level was determined by RT-qPCR after IGHA1 knockdown. (c) Protein level of NRF2 and (d) GPX4 were evaluated by western blot assay. ***p < 0.001. Western blot analysis was performed three times.

HP1 regulates HG-induced ferroptosis via NRF2 signaling pathway. (a) NRF2 level was validated using RT-qPCR after transfection. (b) Cell viability of HG treated cells determined by CCK-8. (c) Cell apoptosis of HK-2 cells under different treatment was determined by DAPI/PI staining. (d–g) Iron, MDA, and GSH levels were combined to evaluate ferroptosis. (h) Representative western blot images of GPX4 protein. ***p < 0.001 (vs si-NC or control), ## p < 0.01 (vs HG), & p < 0.05, && p < 0.01 (vs HG + si-HP1 + si-NC). Western blot analysis was performed three times.
3.4 Knockdown of HP1 alleviated renal injury of DN mice by suppressing ferroptosis
Subsequently, the role of HP1 in in vivo experiments was investigated. Compared with the negative control group, the level of HP1 in DN model group was also significantly upregulated (Figure 5a). In addition, we observed the pathological morphology of renal tissue of mice in each group, and the results of HE staining showed that the renal tissue of mice in the NC group had clear structure, regular shape, and no obvious lesions. Glomerular atrophy, renal tubule dilation, and interstitial fibrosis were observed in the DN model group. The renal tissue morphology of sh-NC group had no significant change compared with DN group. After knocking down HP1, the damage degree of kidney tissue was significantly improved compared with that of DN model group (Figure 5b). DN-induced iron (Figure 5c) and MDA (Figure 5e), and DN-reduced GSH (Figure 5d) were all prominently reversed by HP1 silencing. Furthermore, both protein and mRNA levels of ferritin heavy chain 1 and GPX4 reduced in DN mice were dramatically increased, and elevated transferrin receptor 1 (TFR1) in DN mice was decreased under the situation of HP1 silencing (Figure 5f–h). After DN mice were established, we found that blood glucose levels were prominently higher in the three DN groups than the control group (Figure 6a). In contrast, body weight was prominently lower in the three DN groups than the control group (Figure 6b). Moreover, the urine volume (Figure 6c), urinary albumin (Figure 6d), urinary creatinine (Figure 6e), and ACR ratio (Figure 6f) were all dramatically elevated 12 weeks later in the three DN groups, while in the control group, there was no statistical difference in each indicator after 12 weeks.

Knockdown of HP1 suppresses ferroptosis in vivo. (a) HP1 levels in renal tissue of DN mice were evaluated using RT-qPCR. (b) HE staining assay of renal tissue of DN mice was performed to observe the pathological morphology. (c–e) Iron, MDA, and GSH levels were combined to evaluate ferroptosis. (f–h) mRNA expression of FTH1, GPX4, and TFR1 in HK-2 cells with different treatments. ***p < 0.001 (vs NC), ### p < 0.001 (vs DN + sh-NC).

Knockdown of HP1 alleviated renal injury of DN mice by suppressing ferroptosis. (a) Blood glucose, (b) body weight, (c) urine volume, (d) urinary albumin, (e) urinary creatinine, and (f) ACR ratio were evaluated in DN groups with different treatments. *p < 0.05, **p < 0.01, ***p < 0.001.
4 Discussion
Glomerular endothelial injury is an important feature of inflammatory response and for the occurrence and development of DN, and ferroptosis is a cell death that is closely related to inflammatory response [17,18]. Current work is focused on the role of ferroptosis and the modulation mechanism. Our findings demonstrated that HP1 silencing protected glomerular injury of DN by modulating ferroptosis in vitro and in vivo through NRF2 pathway.
Ferroptosis is dependent on iron and oxidative stress for the regulation of cell death, which differs morphologically, biochemistry, and genetically from apoptosis, necrosis, and autophagy [16]. Ferroptosis is a non-apoptotic, non-necrotic regulator of cell death without rapid ATP depletion, and inhibitors of apoptosis, autophagy, or necrosis cannot suppress ferroptosis [16]. Overall, ferroptosis leads to cell death through iron-mediated accumulation of lipid ROS, which interferes with cell integrity and membrane fluidity and permeability [8,9,10]. Furthermore, since iron-dependent oxidative stress and lipid peroxidation are common features of ferroptosis and inflammatory diseases, ferroptosis has been intensively studied in a variety of inflammatory diseases [19]. For instance, CD8(+)T cells released interferon gamma to inhibit glutamate-cystine antiporter system xc-, enhance lipid peroxidation and to promote ferroptosis in tumor cells [20]. Ferroptosis also plays a regulatory role in Alzheimer’s disease, Parkinson’s disease, cerebral hemorrhage, and other diseases [19]. In addition, butyrate disrupted iron homeostasis by activation of NCOA4-mediated ferritinophagy, leading to ferroptosis in periodontitis [21]. Hence, we speculated that inhibiting ferroptosis in the course of DN may be a potential therapeutic direction.
At present, reports on pathways related to ferroptosis in DN involve VEGF/Akt/ERK, NLRP3, and NRF2 pathways [22,23,24,25]. Among these pathways, NRF2 is a central regulator that regulates cellular oxidative stress response and maintains intracellular redox homeostasis. NRF2 can activate the transcription of various antioxidant genes (such as NQO1, HO-1), maintain the oxidative homeostasis in the body, and then reduce the damage to cells and tissues caused by oxidative stress [26]. A large number of research works have reported that NRF2 can significantly improve mitochondrial dysfunction and inhibit ferroptosis [27]. Notably, many proteins and enzymes that prevent lipid peroxidation are target genes of NRF2, such as the ferroptosis key protein GPX4 [28]. Furthermore, studies have shown that inhibition of NRF2 activity enhances the sensitivity of colorectal cancer to the ferroptosis inducer RSL3 [29]. In non-small cell lung cancer, NRF2 can regulate the expression of oxidative stress target genes and iron metabolism proteins, thereby affecting the anticancer activity of ferroptosis inducer Erastin, and oxidative stress may be involved in the coordinated regulation of ferroptosis and apoptosis [30,31]. Therefore, NRF2 is not only a key transcription factor responsible for maintaining cellular metabolism, redox, and protein balance but also plays a pivotal role in the regulation of the ferroptosis pathway. Therefore, significantly activating NRF2 expression genes may significantly alleviate renal damage caused by DN.
Currently, our data suggested that HP1 binds to NRF2, and NRF2 could prominently reverse the effects of HP1 on modulating HG-induced ferroptosis. HP1, an evolutionarily conserved protein encoded by CBX5 gene, has multiple functions in heterochromatin formation, gene regulation, and mitotic progression, and forms a complex network of gene, RNA, and protein interactions [32]. HP1 is a DN-related gene, and its regulatory role was investigated for the first time in this study. Inhibition of HP1 prominently suppressed ferroptosis induced by HG treated HK-2 cells. Furthermore, inhibition of HP1 was also found to alleviate renal injury induced by HG treatment in vivo.
There are some limitations in this study, i.e., whether HP1 regulates other ferroptosis-related pathways and potential molecular players in DN needs to be further investigated.
5 Conclusion
Taken together, HP1 knockdown protected against high-glucose induced renal tubular injury by inhibiting ferroptosis related to NRF2 pathway. HP1 was first found to be associated with the regulation of ferroptosis in DN. Therefore, HP1 inhibition may represent an alternative therapeutic target for the treatment of DN.
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Funding information: Authors state no funding involved.
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Author contributions: All authors participated in the design, interpretation of the studies, analysis of the data, and review of the manuscript. C.Z. drafted the work and revised it critically for important intellectual content and made substantial contributions to the conception and design of the work; M.W., G.L., and L.Z. were responsible for the acquisition, analysis, and interpretation of data for the work. The authors applied the SDC approach for the sequence of authors.
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Conflict of interest: Authors state no conflict of interest.
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Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
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© 2023 the author(s), published by De Gruyter
This work is licensed under the Creative Commons Attribution 4.0 International License.
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- Retraction
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Artikel in diesem Heft
- Biomedical Sciences
- Systemic investigation of inetetamab in combination with small molecules to treat HER2-overexpressing breast and gastric cancers
- Immunosuppressive treatment for idiopathic membranous nephropathy: An updated network meta-analysis
- Identifying two pathogenic variants in a patient with pigmented paravenous retinochoroidal atrophy
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- Immunological responses of septic rats to combination therapy with thymosin α1 and vitamin C
- High glucose and high lipid induced mitochondrial dysfunction in JEG-3 cells through oxidative stress
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- Experimental study on the optimization of ANM33 release in foam cells
- Primary retroperitoneal angiosarcoma: A case report
- Metabolomic analysis-identified 2-hydroxybutyric acid might be a key metabolite of severe preeclampsia
- Malignant pleural effusion diagnosis and therapy
- Effect of spaceflight on the phenotype and proteome of Escherichia coli
- Comparison of immunotherapy combined with stereotactic radiotherapy and targeted therapy for patients with brain metastases: A systemic review and meta-analysis
- Activation of hypermethylated P2RY1 mitigates gastric cancer by promoting apoptosis and inhibiting proliferation
- Association between the VEGFR-2 -604T/C polymorphism (rs2071559) and type 2 diabetic retinopathy
- The role of IL-31 and IL-34 in the diagnosis and treatment of chronic periodontitis
- Triple-negative mouse breast cancer initiating cells show high expression of beta1 integrin and increased malignant features
- mNGS facilitates the accurate diagnosis and antibiotic treatment of suspicious critical CNS infection in real practice: A retrospective study
- The apatinib and pemetrexed combination has antitumor and antiangiogenic effects against NSCLC
- Radiotherapy for primary thyroid adenoid cystic carcinoma
- Design and functional preliminary investigation of recombinant antigen EgG1Y162–EgG1Y162 against Echinococcus granulosus
- Effects of losartan in patients with NAFLD: A meta-analysis of randomized controlled trial
- Bibliometric analysis of METTL3: Current perspectives, highlights, and trending topics
- Performance comparison of three scaling algorithms in NMR-based metabolomics analysis
- PI3K/AKT/mTOR pathway and its related molecules participate in PROK1 silence-induced anti-tumor effects on pancreatic cancer
- The altered expression of cytoskeletal and synaptic remodeling proteins during epilepsy
- Effects of pegylated recombinant human granulocyte colony-stimulating factor on lymphocytes and white blood cells of patients with malignant tumor
- Prostatitis as initial manifestation of Chlamydia psittaci pneumonia diagnosed by metagenome next-generation sequencing: A case report
- NUDT21 relieves sevoflurane-induced neurological damage in rats by down-regulating LIMK2
- Association of interleukin-10 rs1800896, rs1800872, and interleukin-6 rs1800795 polymorphisms with squamous cell carcinoma risk: A meta-analysis
- Exosomal HBV-DNA for diagnosis and treatment monitoring of chronic hepatitis B
- Shear stress leads to the dysfunction of endothelial cells through the Cav-1-mediated KLF2/eNOS/ERK signaling pathway under physiological conditions
- Interaction between the PI3K/AKT pathway and mitochondrial autophagy in macrophages and the leukocyte count in rats with LPS-induced pulmonary infection
- Meta-analysis of the rs231775 locus polymorphism in the CTLA-4 gene and the susceptibility to Graves’ disease in children
- Cloning, subcellular localization and expression of phosphate transporter gene HvPT6 of hulless barley
- Coptisine mitigates diabetic nephropathy via repressing the NRLP3 inflammasome
- Significant elevated CXCL14 and decreased IL-39 levels in patients with tuberculosis
- Whole-exome sequencing applications in prenatal diagnosis of fetal bowel dilatation
- Gemella morbillorum infective endocarditis: A case report and literature review
- An unusual ectopic thymoma clonal evolution analysis: A case report
- Severe cumulative skin toxicity during toripalimab combined with vemurafenib following toripalimab alone
- Detection of V. vulnificus septic shock with ARDS using mNGS
- Novel rare genetic variants of familial and sporadic pulmonary atresia identified by whole-exome sequencing
- The influence and mechanistic action of sperm DNA fragmentation index on the outcomes of assisted reproduction technology
- Novel compound heterozygous mutations in TELO2 in an infant with You-Hoover-Fong syndrome: A case report and literature review
- ctDNA as a prognostic biomarker in resectable CLM: Systematic review and meta-analysis
- Diagnosis of primary amoebic meningoencephalitis by metagenomic next-generation sequencing: A case report
- Phylogenetic analysis of promoter regions of human Dolichol kinase (DOLK) and orthologous genes using bioinformatics tools
- Collagen changes in rabbit conjunctiva after conjunctival crosslinking
- Effects of NM23 transfection of human gastric carcinoma cells in mice
- Oral nifedipine and phytosterol, intravenous nicardipine, and oral nifedipine only: Three-arm, retrospective, cohort study for management of severe preeclampsia
- Case report of hepatic retiform hemangioendothelioma: A rare tumor treated with ultrasound-guided microwave ablation
- Curcumin induces apoptosis in human hepatocellular carcinoma cells by decreasing the expression of STAT3/VEGF/HIF-1α signaling
- Rare presentation of double-clonal Waldenström macroglobulinemia with pulmonary embolism: A case report
- Giant duplication of the transverse colon in an adult: A case report and literature review
- Ectopic thyroid tissue in the breast: A case report
- SDR16C5 promotes proliferation and migration and inhibits apoptosis in pancreatic cancer
- Vaginal metastasis from breast cancer: A case report
- Screening of the best time window for MSC transplantation to treat acute myocardial infarction with SDF-1α antibody-loaded targeted ultrasonic microbubbles: An in vivo study in miniswine
- Inhibition of TAZ impairs the migration ability of melanoma cells
- Molecular complexity analysis of the diagnosis of Gitelman syndrome in China
- Effects of maternal calcium and protein intake on the development and bone metabolism of offspring mice
- Identification of winter wheat pests and diseases based on improved convolutional neural network
- Ultra-multiplex PCR technique to guide treatment of Aspergillus-infected aortic valve prostheses
- Virtual high-throughput screening: Potential inhibitors targeting aminopeptidase N (CD13) and PIKfyve for SARS-CoV-2
- Immune checkpoint inhibitors in cancer patients with COVID-19
- Utility of methylene blue mixed with autologous blood in preoperative localization of pulmonary nodules and masses
- Integrated analysis of the microbiome and transcriptome in stomach adenocarcinoma
- Berberine suppressed sarcopenia insulin resistance through SIRT1-mediated mitophagy
- DUSP2 inhibits the progression of lupus nephritis in mice by regulating the STAT3 pathway
- Lung abscess by Fusobacterium nucleatum and Streptococcus spp. co-infection by mNGS: A case series
- Genetic alterations of KRAS and TP53 in intrahepatic cholangiocarcinoma associated with poor prognosis
- Granulomatous polyangiitis involving the fourth ventricle: Report of a rare case and a literature review
- Studying infant mortality: A demographic analysis based on data mining models
- Metaplastic breast carcinoma with osseous differentiation: A report of a rare case and literature review
- Protein Z modulates the metastasis of lung adenocarcinoma cells
- Inhibition of pyroptosis and apoptosis by capsaicin protects against LPS-induced acute kidney injury through TRPV1/UCP2 axis in vitro
- TAK-242, a toll-like receptor 4 antagonist, against brain injury by alleviates autophagy and inflammation in rats
- Primary mediastinum Ewing’s sarcoma with pleural effusion: A case report and literature review
- Association of ADRB2 gene polymorphisms and intestinal microbiota in Chinese Han adolescents
- Tanshinone IIA alleviates chondrocyte apoptosis and extracellular matrix degeneration by inhibiting ferroptosis
- Study on the cytokines related to SARS-Cov-2 in testicular cells and the interaction network between cells based on scRNA-seq data
- Effect of periostin on bone metabolic and autophagy factors during tooth eruption in mice
- HP1 induces ferroptosis of renal tubular epithelial cells through NRF2 pathway in diabetic nephropathy
- Intravaginal estrogen management in postmenopausal patients with vaginal squamous intraepithelial lesions along with CO2 laser ablation: A retrospective study
- Hepatocellular carcinoma cell differentiation trajectory predicts immunotherapy, potential therapeutic drugs, and prognosis of patients
- Effects of physical exercise on biomarkers of oxidative stress in healthy subjects: A meta-analysis of randomized controlled trials
- Identification of lysosome-related genes in connection with prognosis and immune cell infiltration for drug candidates in head and neck cancer
- Development of an instrument-free and low-cost ELISA dot-blot test to detect antibodies against SARS-CoV-2
- Research progress on gas signal molecular therapy for Parkinson’s disease
- Adiponectin inhibits TGF-β1-induced skin fibroblast proliferation and phenotype transformation via the p38 MAPK signaling pathway
- The G protein-coupled receptor-related gene signatures for predicting prognosis and immunotherapy response in bladder urothelial carcinoma
- α-Fetoprotein contributes to the malignant biological properties of AFP-producing gastric cancer
- CXCL12/CXCR4/CXCR7 axis in placenta tissues of patients with placenta previa
- Association between thyroid stimulating hormone levels and papillary thyroid cancer risk: A meta-analysis
- Significance of sTREM-1 and sST2 combined diagnosis for sepsis detection and prognosis prediction
- Diagnostic value of serum neuroactive substances in the acute exacerbation of chronic obstructive pulmonary disease complicated with depression
- Research progress of AMP-activated protein kinase and cardiac aging
- TRIM29 knockdown prevented the colon cancer progression through decreasing the ubiquitination levels of KRT5
- Cross-talk between gut microbiota and liver steatosis: Complications and therapeutic target
- Metastasis from small cell lung cancer to ovary: A case report
- The early diagnosis and pathogenic mechanisms of sepsis-related acute kidney injury
- The effect of NK cell therapy on sepsis secondary to lung cancer: A case report
- Erianin alleviates collagen-induced arthritis in mice by inhibiting Th17 cell differentiation
- Loss of ACOX1 in clear cell renal cell carcinoma and its correlation with clinical features
- Signalling pathways in the osteogenic differentiation of periodontal ligament stem cells
- Crosstalk between lactic acid and immune regulation and its value in the diagnosis and treatment of liver failure
- Clinicopathological features and differential diagnosis of gastric pleomorphic giant cell carcinoma
- Traumatic brain injury and rTMS-ERPs: Case report and literature review
- Extracellular fibrin promotes non-small cell lung cancer progression through integrin β1/PTEN/AKT signaling
- Knockdown of DLK4 inhibits non-small cell lung cancer tumor growth by downregulating CKS2
- The co-expression pattern of VEGFR-2 with indicators related to proliferation, apoptosis, and differentiation of anagen hair follicles
- Inflammation-related signaling pathways in tendinopathy
- CD4+ T cell count in HIV/TB co-infection and co-occurrence with HL: Case report and literature review
- Clinical analysis of severe Chlamydia psittaci pneumonia: Case series study
- Bioinformatics analysis to identify potential biomarkers for the pulmonary artery hypertension associated with the basement membrane
- Influence of MTHFR polymorphism, alone or in combination with smoking and alcohol consumption, on cancer susceptibility
- Catharanthus roseus (L.) G. Don counteracts the ampicillin resistance in multiple antibiotic-resistant Staphylococcus aureus by downregulation of PBP2a synthesis
- Combination of a bronchogenic cyst in the thoracic spinal canal with chronic myelocytic leukemia
- Bacterial lipoprotein plays an important role in the macrophage autophagy and apoptosis induced by Salmonella typhimurium and Staphylococcus aureus
- TCL1A+ B cells predict prognosis in triple-negative breast cancer through integrative analysis of single-cell and bulk transcriptomic data
- Ezrin promotes esophageal squamous cell carcinoma progression via the Hippo signaling pathway
- Ferroptosis: A potential target of macrophages in plaque vulnerability
- Predicting pediatric Crohn's disease based on six mRNA-constructed risk signature using comprehensive bioinformatic approaches
- Applications of genetic code expansion and photosensitive UAAs in studying membrane proteins
- HK2 contributes to the proliferation, migration, and invasion of diffuse large B-cell lymphoma cells by enhancing the ERK1/2 signaling pathway
- IL-17 in osteoarthritis: A narrative review
- Circadian cycle and neuroinflammation
- Probiotic management and inflammatory factors as a novel treatment in cirrhosis: A systematic review and meta-analysis
- Hemorrhagic meningioma with pulmonary metastasis: Case report and literature review
- SPOP regulates the expression profiles and alternative splicing events in human hepatocytes
- Knockdown of SETD5 inhibited glycolysis and tumor growth in gastric cancer cells by down-regulating Akt signaling pathway
- PTX3 promotes IVIG resistance-induced endothelial injury in Kawasaki disease by regulating the NF-κB pathway
- Pancreatic ectopic thyroid tissue: A case report and analysis of literature
- The prognostic impact of body mass index on female breast cancer patients in underdeveloped regions of northern China differs by menopause status and tumor molecular subtype
- Report on a case of liver-originating malignant melanoma of unknown primary
- Case report: Herbal treatment of neutropenic enterocolitis after chemotherapy for breast cancer
- The fibroblast growth factor–Klotho axis at molecular level
- Characterization of amiodarone action on currents in hERG-T618 gain-of-function mutations
- A case report of diagnosis and dynamic monitoring of Listeria monocytogenes meningitis with NGS
- Effect of autologous platelet-rich plasma on new bone formation and viability of a Marburg bone graft
- Small breast epithelial mucin as a useful prognostic marker for breast cancer patients
- Continuous non-adherent culture promotes transdifferentiation of human adipose-derived stem cells into retinal lineage
- Nrf3 alleviates oxidative stress and promotes the survival of colon cancer cells by activating AKT/BCL-2 signal pathway
- Favorable response to surufatinib in a patient with necrolytic migratory erythema: A case report
- Case report of atypical undernutrition of hypoproteinemia type
- Down-regulation of COL1A1 inhibits tumor-associated fibroblast activation and mediates matrix remodeling in the tumor microenvironment of breast cancer
- Sarcoma protein kinase inhibition alleviates liver fibrosis by promoting hepatic stellate cells ferroptosis
- Research progress of serum eosinophil in chronic obstructive pulmonary disease and asthma
- Clinicopathological characteristics of co-existing or mixed colorectal cancer and neuroendocrine tumor: Report of five cases
- Role of menopausal hormone therapy in the prevention of postmenopausal osteoporosis
- Precisional detection of lymph node metastasis using tFCM in colorectal cancer
- Advances in diagnosis and treatment of perimenopausal syndrome
- A study of forensic genetics: ITO index distribution and kinship judgment between two individuals
- Acute lupus pneumonitis resembling miliary tuberculosis: A case-based review
- Plasma levels of CD36 and glutathione as biomarkers for ruptured intracranial aneurysm
- Fractalkine modulates pulmonary angiogenesis and tube formation by modulating CX3CR1 and growth factors in PVECs
- Novel risk prediction models for deep vein thrombosis after thoracotomy and thoracoscopic lung cancer resections, involving coagulation and immune function
- Exploring the diagnostic markers of essential tremor: A study based on machine learning algorithms
- Evaluation of effects of small-incision approach treatment on proximal tibia fracture by deep learning algorithm-based magnetic resonance imaging
- An online diagnosis method for cancer lesions based on intelligent imaging analysis
- Medical imaging in rheumatoid arthritis: A review on deep learning approach
- Predictive analytics in smart healthcare for child mortality prediction using a machine learning approach
- Utility of neutrophil–lymphocyte ratio and platelet–lymphocyte ratio in predicting acute-on-chronic liver failure survival
- A biomedical decision support system for meta-analysis of bilateral upper-limb training in stroke patients with hemiplegia
- TNF-α and IL-8 levels are positively correlated with hypobaric hypoxic pulmonary hypertension and pulmonary vascular remodeling in rats
- Stochastic gradient descent optimisation for convolutional neural network for medical image segmentation
- Comparison of the prognostic value of four different critical illness scores in patients with sepsis-induced coagulopathy
- Application and teaching of computer molecular simulation embedded technology and artificial intelligence in drug research and development
- Hepatobiliary surgery based on intelligent image segmentation technology
- Value of brain injury-related indicators based on neural network in the diagnosis of neonatal hypoxic-ischemic encephalopathy
- Analysis of early diagnosis methods for asymmetric dementia in brain MR images based on genetic medical technology
- Early diagnosis for the onset of peri-implantitis based on artificial neural network
- Clinical significance of the detection of serum IgG4 and IgG4/IgG ratio in patients with thyroid-associated ophthalmopathy
- Forecast of pain degree of lumbar disc herniation based on back propagation neural network
- SPA-UNet: A liver tumor segmentation network based on fused multi-scale features
- Systematic evaluation of clinical efficacy of CYP1B1 gene polymorphism in EGFR mutant non-small cell lung cancer observed by medical image
- Rehabilitation effect of intelligent rehabilitation training system on hemiplegic limb spasms after stroke
- A novel approach for minimising anti-aliasing effects in EEG data acquisition
- ErbB4 promotes M2 activation of macrophages in idiopathic pulmonary fibrosis
- Clinical role of CYP1B1 gene polymorphism in prediction of postoperative chemotherapy efficacy in NSCLC based on individualized health model
- Lung nodule segmentation via semi-residual multi-resolution neural networks
- Evaluation of brain nerve function in ICU patients with Delirium by deep learning algorithm-based resting state MRI
- A data mining technique for detecting malignant mesothelioma cancer using multiple regression analysis
- Markov model combined with MR diffusion tensor imaging for predicting the onset of Alzheimer’s disease
- Effectiveness of the treatment of depression associated with cancer and neuroimaging changes in depression-related brain regions in patients treated with the mediator-deuterium acupuncture method
- Molecular mechanism of colorectal cancer and screening of molecular markers based on bioinformatics analysis
- Monitoring and evaluation of anesthesia depth status data based on neuroscience
- Exploring the conformational dynamics and thermodynamics of EGFR S768I and G719X + S768I mutations in non-small cell lung cancer: An in silico approaches
- Optimised feature selection-driven convolutional neural network using gray level co-occurrence matrix for detection of cervical cancer
- Incidence of different pressure patterns of spinal cerebellar ataxia and analysis of imaging and genetic diagnosis
- Pathogenic bacteria and treatment resistance in older cardiovascular disease patients with lung infection and risk prediction model
- Adoption value of support vector machine algorithm-based computed tomography imaging in the diagnosis of secondary pulmonary fungal infections in patients with malignant hematological disorders
- From slides to insights: Harnessing deep learning for prognostic survival prediction in human colorectal cancer histology
- Ecology and Environmental Science
- Monitoring of hourly carbon dioxide concentration under different land use types in arid ecosystem
- Comparing the differences of prokaryotic microbial community between pit walls and bottom from Chinese liquor revealed by 16S rRNA gene sequencing
- Effects of cadmium stress on fruits germination and growth of two herbage species
- Bamboo charcoal affects soil properties and bacterial community in tea plantations
- Optimization of biogas potential using kinetic models, response surface methodology, and instrumental evidence for biodegradation of tannery fleshings during anaerobic digestion
- Understory vegetation diversity patterns of Platycladus orientalis and Pinus elliottii communities in Central and Southern China
- Studies on macrofungi diversity and discovery of new species of Abortiporus from Baotianman World Biosphere Reserve
- Food Science
- Effect of berrycactus fruit (Myrtillocactus geometrizans) on glutamate, glutamine, and GABA levels in the frontal cortex of rats fed with a high-fat diet
- Guesstimate of thymoquinone diversity in Nigella sativa L. genotypes and elite varieties collected from Indian states using HPTLC technique
- Analysis of bacterial community structure of Fuzhuan tea with different processing techniques
- Untargeted metabolomics reveals sour jujube kernel benefiting the nutritional value and flavor of Morchella esculenta
- Mycobiota in Slovak wine grapes: A case study from the small Carpathians wine region
- Elemental analysis of Fadogia ancylantha leaves used as a nutraceutical in Mashonaland West Province, Zimbabwe
- Microbiological transglutaminase: Biotechnological application in the food industry
- Influence of solvent-free extraction of fish oil from catfish (Clarias magur) heads using a Taguchi orthogonal array design: A qualitative and quantitative approach
- Chromatographic analysis of the chemical composition and anticancer activities of Curcuma longa extract cultivated in Palestine
- The potential for the use of leghemoglobin and plant ferritin as sources of iron
- Investigating the association between dietary patterns and glycemic control among children and adolescents with T1DM
- Bioengineering and Biotechnology
- Biocompatibility and osteointegration capability of β-TCP manufactured by stereolithography 3D printing: In vitro study
- Clinical characteristics and the prognosis of diabetic foot in Tibet: A single center, retrospective study
- Agriculture
- Biofertilizer and NPSB fertilizer application effects on nodulation and productivity of common bean (Phaseolus vulgaris L.) at Sodo Zuria, Southern Ethiopia
- On correlation between canopy vegetation and growth indexes of maize varieties with different nitrogen efficiencies
- Exopolysaccharides from Pseudomonas tolaasii inhibit the growth of Pleurotus ostreatus mycelia
- A transcriptomic evaluation of the mechanism of programmed cell death of the replaceable bud in Chinese chestnut
- Melatonin enhances salt tolerance in sorghum by modulating photosynthetic performance, osmoregulation, antioxidant defense, and ion homeostasis
- Effects of plant density on alfalfa (Medicago sativa L.) seed yield in western Heilongjiang areas
- Identification of rice leaf diseases and deficiency disorders using a novel DeepBatch technique
- Artificial intelligence and internet of things oriented sustainable precision farming: Towards modern agriculture
- Animal Sciences
- Effect of ketogenic diet on exercise tolerance and transcriptome of gastrocnemius in mice
- Combined analysis of mRNA–miRNA from testis tissue in Tibetan sheep with different FecB genotypes
- Isolation, identification, and drug resistance of a partially isolated bacterium from the gill of Siniperca chuatsi
- Tracking behavioral changes of confined sows from the first mating to the third parity
- The sequencing of the key genes and end products in the TLR4 signaling pathway from the kidney of Rana dybowskii exposed to Aeromonas hydrophila
- Development of a new candidate vaccine against piglet diarrhea caused by Escherichia coli
- Plant Sciences
- Crown and diameter structure of pure Pinus massoniana Lamb. forest in Hunan province, China
- Genetic evaluation and germplasm identification analysis on ITS2, trnL-F, and psbA-trnH of alfalfa varieties germplasm resources
- Tissue culture and rapid propagation technology for Gentiana rhodantha
- Effects of cadmium on the synthesis of active ingredients in Salvia miltiorrhiza
- Cloning and expression analysis of VrNAC13 gene in mung bean
- Chlorate-induced molecular floral transition revealed by transcriptomes
- Effects of warming and drought on growth and development of soybean in Hailun region
- Effects of different light conditions on transient expression and biomass in Nicotiana benthamiana leaves
- Comparative analysis of the rhizosphere microbiome and medicinally active ingredients of Atractylodes lancea from different geographical origins
- Distinguish Dianthus species or varieties based on chloroplast genomes
- Comparative transcriptomes reveal molecular mechanisms of apple blossoms of different tolerance genotypes to chilling injury
- Study on fresh processing key technology and quality influence of Cut Ophiopogonis Radix based on multi-index evaluation
- An advanced approach for fig leaf disease detection and classification: Leveraging image processing and enhanced support vector machine methodology
- Erratum
- Erratum to “Protein Z modulates the metastasis of lung adenocarcinoma cells”
- Erratum to “BRCA1 subcellular localization regulated by PI3K signaling pathway in triple-negative breast cancer MDA-MB-231 cells and hormone-sensitive T47D cells”
- Retraction
- Retraction to “Protocatechuic acid attenuates cerebral aneurysm formation and progression by inhibiting TNF-alpha/Nrf-2/NF-kB-mediated inflammatory mechanisms in experimental rats”