Abstract
Cisplatin is one of the most widely used chemotherapeutic agents for various solid tumors in the clinic, but its use is limited by adverse effects in normal tissues. In particular, cisplatin administration often damages the kidneys. However, little is known about how to alleviate cisplatin-induced chronic kidney disease (CKD) specifically. Here, we found that repeated low-dose cisplatin (RLDC) recruited neutrophils to the proximal tubule, thereby promoting the progression of CKD in the mouse model. Mechanically, cisplatin destroyed the intestinal epithelium, which induced dysregulation of gut flora and intestinal leakage. It triggered Neutrophil extracellular traps (NETs) formation, accumulating in the proximal tubule and promotes chronic inflammation and fibrosis, and promotes chronic hypoxia, leading to poor regeneration that promotes CKD progression. NETs provided a scaffold for tissue factors (TF) adhesion and metalloid-matrix protease 9 (MMP-9) activation, which triggers local ischemia and hypoxia. In addition, NETs promoted inflammasome construction through NOD-like receptor thermal protein domain associated protein 3 (NLRP3) shear and secretion of mature interleukin-18 (IL18), which subsequently released interferon-γ (IFN-γ), contributing to renal interstitial fibrosis. We proposed that oligomeric procyanidins (OPC) ameliorated RLDC-induced CKD through multi-targeting damage induced by NETs. OPC ameliorated microcirculatory disorders and inhibited inflammation by protecting the intestinal mucosa barrier and subsequent bacterial endotoxin translocation. Furthermore, we found that OPC directly blocked LPS & cisplatin-induced NETs formation in vitro. In summary, NETs play a pivotal role in CKD, which OPC alleviates by inhibiting TF/MMP-9 and IL-18-NLRP3 pathways. OPCs protect the kidney by inhibiting NETs production through anti-inflammatory and antioxidant activities and restoring the balance of the intestinal flora
Introduction
Cisplatin is the first platinum-based antineoplastic drug approved by the FDA(Famurewa et al., 2022). As the backbone of countless treatment regimens across a broad spectrum of malignancies, cisplatin improves survival and cure rates. Despite this positive effect, nephrotoxicity still limits life-saving therapy(Sahni et al., 2009). This impedes the dose and intensity of cisplatin in the target region, impacting patients’ long-term quality of life(Crona et al., 2017). To minimize side effects, clinicians often use low doses and multiple cycles of cisplatin treatment, also called repeated low-dose cisplatin (RLDC). It is more likely to induce chronic kidney disease (CKD) than acute kidney injury (AKI), as the current RLDC model shows some pathological manifestations in accordance with the critical features of CKD, including chronic inflammation(Fu et al., 2023), tubulointerstitial fibrosis(Li et al., 2023), atubular glomeruli and glomerulosclerosis(Sharp et al., 2018). However, the exact effects of RLDC on CKD and the corresponding mechanism are not fully understood. In this study, we used an RLDC regimen of weekly repetitive low-dose cisplatin (7 mg/kg), which allowed the mice to survive 6 months posttreatment without exhibiting clinical signs of AKI.
Neutrophils, a significant arm of the innate immune system, are the first leukocytes to be recruited to sites of inflammation as the initial host defense against an extensive range of pathogens, killing harmful microorganisms in three ways: phagocytosis(Nordenfelt and Tapper, 2011), degranulation of cytotoxic enzymes(Stapels et al., 2015) and neutrophil extracellular traps (NETs), which are DNA meshes with associated cytotoxic enzymes and histones that are released into the extracellular space where they trap microorganisms(Burgener and Schroder, 2020). However, NETs are a double-edged sword; they also lead to damage, acting as a cascade to amplify and maintain inflammation and prevent the diffusion of damage-associated molecular patterns (DAMPs). The opposing roles of NETs have been described in autoimmune diseases such as lupus nephritis(Hakkim et al., 2010), diabetic kidney disease(Gupta et al., 2022), and ANCA-associated vasculitis(Yoshida et al., 2013).
During NETs formation, neutrophil elastase (NE) and myeloperoxidase (MPO) facilitate nuclear membrane rupture and chromatin unwinding. Protein arginine deiminase 4 (PAD4), a histone citrullination-associated protease whose activity is greatly enhanced by binding to Ca(Lewis et al., 2015), is essential for NETs formation. Recent studies have shown that treating lupus mice with PAD4 inhibitors modulates the autoimmune response and significantly improves disease progression(Knight et al., 2015). PAD4-deficient mice do not form network structures that induce thrombosis and inflammation (Leppkes et al., 2022; Raup-Konsavage et al., 2018; Seri et al., 2015), and our present studies revealed that PAD4 knockout (PAD4-/-) in mice relieved RLDC-induced CKD.
Inflammation is inevitable in NOD-like receptor thermal protein domain-associated protein 3 (NLRP3)-inflammasomes. An increasing amount of data has revealed a close relationship between NETs and the NLRP3 inflammasome(Warnatsch et al., 2015; Westerterp et al., 2018). Alexandra and colleagues reported that cisplatin significantly induced the release of NETs with NLRP3 inflammatory vesicles involved in acute kidney injury(Mousset et al., 2023). However, NETs-NLRP3 often appear in acute inflammation, and their role in recurrent chronic inflammation is unclear. Our present data revealed that NETs cooperated with NLRP3 to increase the levels of interleukin-18 (IL18) and interferon γ (IFNγ), which accumulated in the renal interstitium to induce renal interstitial fibrosis(Chen et al., 2020; Tapmeier et al., 2010).
Patients with chronic kidney disease (CKD) frequently exhibit aberrant coagulation patterns in the face of an elevated risk for thrombosis(Matsushita et al., 2022). Similarly, the risk and aggravating factors for thrombosis are positively correlated with kidney injury in a cisplatin-induced model(Watanabe et al., 2019). Tissue factor (TF) pathway inhibitors (TFPIs) are responsible for inhibiting TF-induced coagulation. The hypoxic microenvironment has been shown to activate hypoxia inducible factor 1α (HIF1α) to induce coagulation and increase TF levels, and HIF1α can directly inhibit TFPI promoter activity(Cui et al., 2016). Neutrophils release elastase to cleave TFPI, counteracting its strong inhibitory effect on TF activity and subsequent thrombosis(Massberg et al., 2010). Furthermore, neutrophil-released metalloid-matrix protease 9 (MMP9)(Carmona-Rivera et al., 2015) is thought to be a HIF 1α-dependent angiogenic gene and proangiogenic protease (Song et al., 2009). Thus, we aim to investigate whether TF, TFPI, and MMP9 are involved in NETs-mediated thrombosis.
Procyanidins are known to have antibacterial, anti-inflammatory(Pallarès et al., 2013) and oxidative stress-reducing effects that can repair gut damage to reduce LPS production(Nallathambi et al., 2020). Oligomeric proanthocyanidins (OPCs) are small-molecular-weight proanthocyanidins that are generally dimers to tetramers. It has been reported that OPCs extracted from grapes improves CKD progression by reducing oxidative stress(Zhu and Du, 2020). We previously reported that OPCs strongly inhibited morphine-induced NLRP3 inflammatory vesicles in a model of gout pain(Cai et al., 2016; Liu et al., 2017). Thus, does OPCs also have an effect on NETs? Is this role vital in CKD? Our present findings showed that OPCs directly inhibited the formation of NETs, indirectly improved intestinal leakage, and ultimately alleviated RLDC-induced kidney injury.
Results
NETs accumulated in the kidneys after RLDC treatment
In accordance with the literature and multiple preliminary experiments, we treated the mice with 7 mg/kg cisplatin weekly for four weeks, and this regimen resulted in no significant change in mortality but did significantly decrease body weight in the mice after 1 month of RLDC treatment (Figure 1C). Compared with those from control mice, kidneys from RLDC-treated mice presented reductions in volume and weight (Figure 1A and B), suggesting decreased repair function following renal injury after RLDC. Furthermore, pathological analysis revealed that RLDC caused dramatic changes in renal structure, including tubular dilatation and necrosis, brush border loss, tubular formation, tubular atrophy, and inflammatory cell infiltration (Figure 1D and E). The levels of serum creatinine and urea nitrogen were significantly increased (Figure 1F and G). All the above results demonstrated that RLDC could indeed induce renal injury. Tumor chemotherapy often induces NETs formation(Adrover et al., 2023; Mousset et al., 2023; Xiao et al., 2021), leading to sensory numbness of the distal limbs accompanied by cold-touch abnormalities (Lin et al., 2022). Numerous studies have shown the involvement of NETs in thrombosis in patients during chemotherapy, and our previous studies demonstrated that elevated NETs in the blood of chemotherapeutic patients lead to ischemia and hypoxia in the peripheral circulation. Consistent with the above studies, Doppler flow data also revealed a significant decrease in the plantar blood of the mice after RLDC (Figure 1L and M). Both plasma CitH3 and cfDNA, which are components of NETs, were elevated (Figure 1H-J), and the release of NETs were detected in the blood (Figure 1K). These findings demonstrated the increased formation of NETs in the blood after RLDC, resulting in a decrease in plantar blood flow. Furthermore, elevated CitH3 colabeled with MPO in renal tissues suggested that cisplatin-induced NETs entered the kidneys along with the bloodstream, which was associated with kidney injury.
Blocking NETs prevented RLDC-induced renal tubular injury and apoptosis
We proceeded to investigate whether the presence of NETs was involved in kidney injury. It is an essential process for PAD4 to enter neutrophils, where PAD4 citrullinates histone arginine residues to stimulate chromatin deconcentration, generating NETs. Thus, PAD4 knockout (PAD4-/-) mice, which are not able to form NETs, were used. As shown in Figure 2A and B, RLDC induced renal atrophy with body weight loss in both WT and PAD4-/- mice. However, in contrast to the kidneys of WT mice, which presented marked brush border loss, cast formation, massive loss of tubular epithelial cells, tubular dilatation, and tubular intratubular debris, PAD4 knockout inhibited tubular injury, with well-preserved brush border membranes and no loss of tubular epithelial cells (Figure 2C). There was a significant difference in collagen accumulation in the renal interstitial and perivascular areas between the WT and PAD4-/- mice, and PAD4 knockout significantly reduced the collagen area. Moreover, analysis of Matson’s trichrome staining revealed that the absence of NETs attenuated interstitial fibrosis in the kidneys after RLDC (Figure 2D and E). Further semiquantitative analysis of HE, PAS, and Masson’s trichrome staining revealed that tubular injury, collagen deposition, and tubulointerstitial fibrosis scores were significantly greater in RLDC-treated WT mice than in control mice, whereas the scores in RLDC-treated PAD-/- mice were similar to those in control mice (Figure 2G-I). Given that renal tubular degeneration and atrophy are the major causes of kidney injury, we tested the expression of a kidney injury marker (KIM-1) and a proximal tubule marker (Lotus tetragonolobus lectin, LTL). Under RLDC treatment, WT mice presented proximal renal tubular degeneration with loss of the brush border and LTL tubules, which was accompanied by increased KIM-1 in these tubules, which disappeared in PAD4-/- mice (Figure 2F). As shown in the semiquantitative analysis, the percentage of the KIM-1-positive area decreased from 2·43% to 0·58%, and the LTL-positive area recovered from 2·39% to 6·68% after PAD4 deficiency. (Figure 2J and K). Consistent with the improvement in renal function, the expression of KIM-1 and BAX was increased in WT mice but not in PAD4-/- mice, suggesting that NETs are involved in CKD induced by RLDC (Figure 2L-N).
Blocking NETs prevented the activation of NLRP3 inflammatory vesicles
Our previous study demonstrated that NETs induced the maturation of macrophage NLRP3 inflammatory vesicles(Lin et al., 2022). To investigate whether the NLRP3 inflammasome was involved in NETs-mediated renal injury, the levels of NLRP3 and related inflammatory factors were detected in PAD4-/- mice. First, with RLDC treatment, the mice exhibited severe renal dysfunction, as evidenced by elevated plasma creatinine and urea nitrogen, which were significantly lower in the PAD4-/- mice (Figure 3A and B). Like the creatinine and urea nitrogen levels, NETosis was also decreased in PAD4-/- mice (Figure 3C-E). Next, western blot analysis revealed that RLDC increased the expression of Cit H3, NLRP3, Casp-1, interleukin 1β (IL1β), interleukin 18 (IL18) and interferon γ (IFNγ) (Figure 3F-L). IL18, a Th1 cytokine, significantly induces natural killer (NK) cells and T cells to produce interferon gamma (IFNγ), which is involved in cytotoxicity and type I immunity(Landy et al., 2024). In addition to its well-known antifibrotic effects, IFNγ is involved in the repair of renal tubulointerstitial fibrosis. This is a double-edged sword, as it can also induce fibrosis(Kim et al., 2022). As demonstrated by immunofluorescence, IFNγ was present in almost every lumen of lumen-tethered dye LTL-labeled tubules following RLDC (Figure 3M). Compared with that of WT mice, the area favorable for IFNγ was 20.54% smaller in PAD4-/- mice (Figure 3O). As expected, RLDC induced renal tubulointerstitial fibrosis in WT mice, accompanied by an increase in α-SMA. These changes were not obvious in PAD4-/- mice (Figure 3N and P). The above results suggest that NETs participate in RLDC-mediated CKD, in which the NLRP3-IFNγ pathway is involved.
NETs-mediated functional TF-MMP9 activation was required for renal ischemia and hypoxia
In the kidney, the proximal tubules are the most susceptible to hypoxic injury, and the extent of tubular injury is a key determinant of the prognosis of renal disease. Hypoxia plays a key role in the pathogenesis of CKD and its promotion of coagulation and thrombotic events(Oe and Takahashi, 2022). Our present data revealed that RLDC led to microcirculation disorders (Figure 1L). Furthermore, recent studies have demonstrated that hypoxia-inducible factor 1 alpha (HIF-1α) is involved in renal fibrosis in the RLDC mouse model(Zhao et al., 2021). To explore whether RLDC-induced NETs cause microthrombi in the kidneys and their roles in renal tubular injury, we examined the levels of HIF1α and relevant microthrombus indicators. As shown in Figure 4A-E, RLDC significantly elevated the levels of HIF-1α, TF, and MMP9 and reduced the levels of TFPI in the renal tissues of WT mice. In contrast, RLDC had no discernible effect on PAD4-/- mice. Surprisingly, most NETs colocalized with TF in the renal tubular mesenchyme at the more pronounced corticomedullary junction, which is also the most sensitive to hypoxia, where there are more marked changes in a state of hypoxia. In contrast, due to the absence of NETs scaffolds, no obvious TF was deposited in the PAD4-/- mice (Figure 4F-H). Long-term hypoxia usually results in interstitial hyperplasia. Ki67 is a marker of cell proliferation reflecting hyperplasia. A significant increase in the number of Ki67-positive cells was observed in the kidneys of WT mice following RLDC treatment, with a particularly notable increase in the region of the junction between the renal cortex and the medulla (Figure 4I). In contrast, the number of Ki67-positive cells in PAD4-/- mice decreased by 55·29% (Figure 4K), suggesting that NETs cooperating with TF-stimulated interstitial hyperplasia. Finally, we employed laser Doppler speckle flowmetry to assess plantar blood flow in the mice. Compared with that in WT mice, the mean lower limb blood flow in PAD-/- mice was not influenced by RLDC (Figure 4J and L). This finding aligns with the hypothesis that NETs contribute to the exacerbation of thrombus formation.
OPCs inhibited LPS leakage caused by intestinal barrier damage
Cisplatin and its metabolites cause severe damage to the intestinal mucosa during chemotherapy, disrupting the intestinal mucosal barrier, leading to leaky gut, and causing long-term chemotherapeutic colitis(Hu et al., 2021). These findings prompted us to speculate that intestinal damage is related to cisplatin-induced CKD. To investigate whether OPCs can alleviate cisplatin-induced CKD through the intestine, we treated the mice with OPCs and used berberine (BBR) as an anti-inflammatory and antibacterial positive control.(Chen et al., 2017; Pallarès et al., 2013; Pan et al., 2023; Zhang et al., 2019; Zhu et al., 2022) Colon shortening is a feature of colon inflammation in cisplatin-induced colitis. As shown in Figure 5A and B, the intestinal length significantly decreased after RLDC treatment but was restored by BBR and OPCs. HE staining revealed that RLDC resulted in the disappearance of villi due to atrophy and detachment, as well as inflammatory cell infiltration, in addition to the disappearance of glands, cup cells and crypts. Notably, inflammatory cell infiltration was absent in both the BBR and OPCs treatment groups, and OPCs effectively restored the intestinal villi (Figure 5C and D), suggesting that both BBR and OPCs significantly inhibited cisplatin-induced colonic inflammation. We also used laser Doppler imaging to detect the intestinal blood flow of mice with chemotherapeutic enteritis. RLDC significantly reduced intestinal blood flow, which was restored by both BBR and OPCs (Figure 5E and F). To further assess the status of intestinal damage, the intestinal barrier was quantitatively analyzed through Claudin-1, ZO-1, and Occludin, which are essential for maintaining tight junction stability and barrier function. The levels of Claudin-1, ZO-1, and Occludin were reduced by RLDC and restored by BBR and OPCs (Figure 5G-L, Figure 5J-M). Next, we detected plasma LPS levels in the mice. Elevated LPS after RLDC suggested that bacteria entered the bloodstream after intestinal leakage. BBR and OPCs attenuated the level of cisplatin-induced LPS (Figure 5N). In addition, IVIS spectrum imaging directly revealed that RLDC stimulated FITC-dextran leakage from the intestine and elevated serum FITC-dextran levels, which were prevented by both OPCs and BBR (Figure 5K and L). These results indicate that OPCs might play a role in preventing cisplatin-associated CKD by restoring the intestinal barrier.
OPCs maintained intestinal flora homeostasis
The destruction of the intestinal barrier by cisplatin may be accompanied by disruption of the gut microbiota. We investigated whether cisplatin altered the composition of the gut flora via 16S rDNA gene sequencing. First, there were significant changes in the Chao1 index, Shannon index, phylogenetic diversity (PD) and species of bacteria in the cisplatin group, demonstrating that the species diversity and homogeneity of the intestinal flora were significantly reduced by RLDC, whereas OPCs restored the richness of the intestinal flora (Figure 6A-D). Moreover, intergroup analysis by Metastats revealed a significant difference between the control and cisplatin groups, indicating that RLDC leded to a clear separation between the biological communities (Figure 6E). β diversity analysis was subsequently performed, and unweighted UniFrac distance PCoA revealed that the composition of the intestinal flora was completely different between the control and cisplatin groups (Figure 6F). The composition of the OPCs-treated group was intermediate, suggesting the unique ability of OPCs to regulate the intestinal flora, which may be related to the mechanism of OPCs in CKD. To further confirm the specific composition of the intestinal flora in the RLDC state, we analyzed the intestinal flora at the phylum and genus levels in each group. The abundances of Firmicutes and Bacteroidetes were lower in the cisplatin group than in the control group. In contrast, OPCs contained an abundance of Bacteroidetes. The Firmicutes/Bacteroidetes (F/B) ratio is reportedly related to the microbiological state of the gut in chronic colitis(Kieffer et al., 2016). Unfortunately, OPCs did not obviously affect this ratio (Figure 6G and H). On the basis of absolute species abundance information, Muribaculaceae, Akkermansia, and Clostridia-UCG-014 declined after RLDC treatment and were significantly recovered by OPCs (Figure 6L). The same evolutionary map generated via LEfSe revealed differences among the three groups of taxa (from phylum to genus), with the model significantly different from the control. The dominant group present in the OPCs was c_Clostridia p_Firmicutes (Figure 6J and K). We also performed TAX4fun analysis to predict gut microbial function. CIS was enriched in several pathways, including the nervous system metabolism of cofactors and vitamins, whereas it inhibited several functions, including the cellular community, circulatory system, and signaling molecules. OPCs restored, as much as possible, the original function of the gut flora (Figure 6I). According to FAPROTAX functional analysis, xylanolysis and sulfate respiration were decreased, and hydrocarbon degradation and aliphatic_non_methane_hydrocarbon_degradation were elevated in the Mod group, whereas these changes were reverted to usual by OPCs (Figure 6M). To investigate the effects of OPCs on potential metabolic pathways in the intestinal microbiota, a t test was conducted on the annotated abundance data of secondary pathways within the KEGG metabolic pathway for a specific set of two samples. As shown in Figure 6N, the metabolism of the intestinal flora in the model group was markedly aberrant, e.g., reduced carbohydrate metabolism and increased amino acid metabolism. In conclusion, the significant changes mentioned above confirmed the modulatory effect of OPCs on intestinal flora homeostasis, which resisted the intestinal damage induced by RLDC.
OPCs prevented RLDC kidney injury by inhibiting the formation of NETs
To investigate whether OPCs inhibited cisplatin-induced renal injury through NETs, kidneys were collected from mice treated concomitantly with OPCs (100 mg/kg) and RLDC. As expected, OPCs significantly decreased the expression of NETs marker Cit-H3 (Figure 7A and M); the ischemia- and hypoxia-related factors HIF-1α, MMP9, and TF (Figure 7A-D); and the inflammation- and fibrosis-related factors NLRP3, Casp-1, IL1β, IL18, and IFNγ (Figure 7A, G, and I-K), all of which were increased by RLDC. In addition, the expression of TFPI, which is inhibited by RLDC, was elevated by OPCs. OPCs also inhibited renal injury signals, such as caspase-1, BAX and KIM-1, demonstrating its ability to alleviate ischemia‒hypoxia and inflammation‒fibrosis (Figure 7A‒L). The potential of OPCs to mitigate renal impairment was subsequently explored. OPCs reduced the deposition of serum NETs (Figure 7M-P). Consistent with this trend, there was a notable decline in the serum creatinine and urea nitrogen levels. (Figure 7Q and R). Furthermore, renal tubular atrophy was significantly reduced by OPCs. The collagen area and degree of fibrosis in senescent kidneys were significantly decreased concurrently (Figure 7S-X).
RLDC elevated renal KIM-1 expression, which was restored by OPCs. However, LTL expression was not significantly restored by OPCs (Figure 8M-N). This may be attributed to the loss of the proximal tubular brush border as a consequence of long-term renal injury(Kishi et al., 2019; Livingston et al., 2023). OPCs also reduced α-SMA deposition (Figure 8P and Q), thereby alleviating the susceptibility to fibrosis produced by repeated kidney injury, which is a significant contributing factor in the development of CKD in older individuals(Ferenbach and Bonventre, 2015). Immunofluorescence staining revealed that OPCs inhibited the deposition of NETs (Figure 8A, Figure 8C-E) and TF-NETs microthrombosis (Figure 8B, Figure 8F-H) in the kidney induced by RLDC. These findings indicated that OPCs might act to prevent renal injury by inhibiting the production of NETs and subsequent ischemia‒hypoxia and inflammatory pathways.
Proanthocyanidins, which are natural plant polyphenols, are widely recognized for their antioxidant effects(Liu et al., 2023). Reactive oxygen species (ROS) are also the primary substances involved in NETs release from neutrophils (Lee et al., 2017; Xi Zhan et al., 2023). Since the effect of OPCs on the kidney was better than that of berberine (Figure 5), we speculated that OPCs not only works through the intestine but also has antioxidant effects on neutrophils directly. The results of the in vitro study demonstrated that OPCs suppressed the cisplatin-stimulated increase in ROS in neutrophils (Figure 8I and J). The in vivo experiments demonstrated that OPCs restored the activities of SOD and GSH enzymes and alleviated the oxidative stress caused by long-range cisplatin (Figure 8K and L). Both in vitro and in vivo experiments demonstrated the direct antioxidant effect of OPCs on neutrophils. To determine whether LPS from the gut was also a factor contributing to the formation of NETs, neutrophils were isolated from the bone marrow and stimulated in vitro. Interestingly, neither LPS nor cisplatin alone caused NETs formation, while coadministration of both resulted in many NETs (Figure 9A). OPCs significantly reduced the number of NETs at the same stimulus intensity (Figure 9B), further demonstrating the direct inhibitory effect of OPCs on NETs formation.
Discussion
Patients who receive multiple cycles of cisplatin chemotherapy may suffer from CKD(Latcha et al., 2016). However, the underlying mechanisms and corresponding drugs for alleviating CKD are largely unknown. The objective of our experiments was to elucidate the role of NETs in RLDC-induced CKD and search for helpful measures. In this study, we employed PAD4-/- mice to demonstrate the involvement of NETs in RLDC-induced CKD. Cisplatin continuously reduces endotoxemia in vivo by disrupting the intestinal barrier, leading to the ongoing induction of NETosis by LPS. Cisplatin consistently maintains low endotoxemia in vivo by impairing the intestinal barrier, leading to continuous induction of NETosis by LPS. Furthermore, we elucidated the roles of the NETs-TF-MMP9 and NETs-NLRP3-IFNγ pathways in CKD. In the context of cisplatin stimulation, OPCs have the capacity to improve renal dysfunction and tubular injury. This effect was consistent with the observed consequences of NETs inhibition and was accompanied by decreased microthromboembolism and chronic inflammation. Elevated levels of NETs in the kidney result in NLRP3-associated inflammation on the one hand and ischemia and hypoxia on the other, which ultimately lead to apoptosis and interstitial fibrosis in renal parenchymal cells. Thus, we believe that OPCs may act as a protective agent against cisplatin nephropathy by inhibiting NETs-mediated inflammation and ameliorating ischemia and hypoxia (Figure 10).
LPS represents a significant component of the outer membrane phospholipids of the majority of gram-negative bacteria and is continuously produced in the gut. It elicits a range of inflammatory immune responses in the host, including the production of proinflammatory cytokines. The integrity of the intestinal barrier represents a fundamental line of defense, preventing the penetration of LPS into the internal environment. Tight junction proteins play essential roles in maintaining the structural integrity of the intestinal barrier. Their functions are carried out through transmembrane proteins such as claudin, Occludin, and tricellulin, as well as intracellular scaffolding proteins, including ZO-1, ZO-2, and ZO-3(Ghosh et al., 2021; Mouries et al., 2019). Our small animal image directly revealed that OPCs blocked cisplatin-induced intestinal leakage. These findings, combined with the finding that OPCs restored the serum LPS level and intestinal tight junction proteins, suggest that targeting the intestinal barrier via OPC inhibits LPS leakage. Consistent with previous reports, in some systemic inflammation-related diseases, OPCs can also restore intestinal tight junction proteins, thereby inhibiting increased permeability(González-Quilen et al., 2019; Xu et al., 2019).
In rodents and humans, alterations in the composition and metabolism of the gut microbiota (ecological dysbiosis) have also been associated with colonic inflammation, characterized by decreases in the overall diversity of the microbiota and the abundance of Bacteroidetes and increases in the relative abundance of Firmicutes. It has been demonstrated that diets rich in fiber increase the abundance of Bacteroidetes, which in turn decreases the F/B ratio. This is accompanied by a reduction in the concentrations of indophenol sulfate and p-cresol sulfate-based uremic toxins, which can improve renal function(Kieffer et al., 2016). Furthermore, gut microbiota dysbiosis with bacterial translocation increases trimethyl orthoacetate (TMAO) production, which is accompanied by a reduced filtration capacity in the kidney. This leads to the accumulation of these uremic, gut-derived metabolites in the serum, which significantly accelerates the progression of CKD and its concomitant comorbidities. Our flora study demonstrated that the most critical flora, including Muribaculaceae, Akkermansiaceae, Lachnospiraceae_NK4A136, and Glostridia_UCG-014, exhibited a decline in response to RLDC, after which the OPCs subsequently recovered. These findings demonstrated that OPCs could increase the abundance of Bacteroidetes. Furthermore, the increase in Muribaculaceae and Clostridia-UCG-014 has been shown to limit LPS levels in the bloodstream and ameliorate metabolic endotoxemia(Li et al., 2016), which is attributed to decreased intestinal mucus secretion, which suppresses intestinal mucus barrier function(Wang et al., 2023). The Lachnospiraceae NK4A136 group also demonstrated a significant inverse correlation with intestinal permeability and plasma LPS levels and a positive correlation with colon length and Cldn1 expression. Thus, it is reasonable to believe that OPCs upregulation of the above flora is required for intestinal integrity to inhibit LPS leakage.
On the basis of the functional analyses, the effect of OPCs on amino acid metabolism piqued our interest. As the majority of uremic toxins originate from intestinal amino acids that can be metabolized by the colonic microbiota, we surmised that OPCs decreased uremic toxins through the colonic microbiota, which mediate amino acid metabolism. Amino acid metabolism by the gut flora and CKD can interact and be promoted mutually. The intestinal amino acid metabolic profile is also disrupted as CKD progresses(Y. Liu et al., 2018). Along with CKD, the gut bacterial metabolites of trimethylamine oxide change into trimethylamine, which predicts poorer long-term survival. In animal models, chronic dietary exposure to trimethylamine oxide directly leads to progressive renal fibrosis and dysfunction(Tang et al., 2015). Similarly, uremic toxins from CKD patients increase intestinal permeability, resulting in marked deficiencies in crucial protein components of epithelial tight junctions (Claudin-1, Occludin, and ZO-1). This may subsequently lead to bacterial and endotoxin translocation across the intestinal wall(Vaziri et al., 2013, 1985). These findings further demonstrate that the gut and kidney act interdependently, amplifying damage to the organism through the gut‒kidney axis. The kidney is one of the organs susceptible to dysregulation of intestinal microbial homeostasis. Therefore, intestinal-derived factors contribute to the pathological process of AKI and CKD(Ramezani and Raj, 2014), revealing the mechanism of OPCs in CKD. In our studies, OPCs protected the kidneys by restoring the physical and ecological structure of the gut, thereby disrupting the positive feedback pathway of the gut‒kidney axis.
Notably, in our study, we used BBR as a positive control drug to kill intestinal bacteria and found that BBR reduced intestinal inflammation and alleviated CKD, but this effect was not as effective as that of OPCs. These findings suggested that BBR inhibited the growth of all bacteria (data not shown), whereas OPCs adjusted the gut microbiota. Another reason could be the direct effect of OPCs being absorbed into the circulation. It has been reported that PAs can reduce cisplatin-induced oxidative stress and inflammatory infiltration, alleviating acute nephrotoxicity(Sayed, 2009). The results of our study indicated that OPCs depleted antioxidant enzymes and prevented renal collagen deposition and fibrosis formation over time (Figure 5). Additionally, cellular experiments demonstrated that both cisplatin and LPS were capable of stimulating the NETs formation. L-LPS plus L-CIS imitates the in vivo microenvironment under the dual effects of hypoendotoxemia. Surprisingly, both L-LPS plus L-CIS could activate the production of NETs, whereas neither L-LPS nor L-CIS alone could unequivocally induce NETs formation (Figure 9). This finding prompted us to associate L-LPS-accumulated reactive oxygen species with increased NETs formation. The activation of reactive oxygen species plays a key role in NETosis, which can be reduced by inhibiting ROS activation(Amara et al., 2021). Consistent with this viewpoint, our in vitro data revealed that OPCs decreased the levels of neutrophil ROS and NETs, demonstrating that OPCs directly inhibited NETosis through an antioxidative effect. Collectively, our findings may reveal an important mechanism underlying cisplatin-induced CKD that can be alleviated by OPCs.
With respect to the roles of NETs in cisplatin-treated mice with AKI, it has been reported that targeting NETs can improve renal function(Mousset et al., 2023), which is consistent with the recently discovered effects of NETs in ischemia(Raup-Konsavage et al., 2018) and sepsis(Ni et al., 2021). However, the presence of NETs in a mouse model of CKD caused by RLDC and the related mechanisms in kidney injury remain obscure. Cisplatin is primarily cleared by the kidneys through glomerular filtration and tubular excretion, resulting in higher concentrations in the kidneys than in other organs; thus, renal accumulation is associated with a high incidence of acute and chronic nephrotoxicity. In general, the high affinity of high-dose cisplatin for DNA results in the direct induction of necrosis and endoplasmic reticulum stress-related apoptotic pathways, leading to cell death(Wei et al., 2007). In contrast to the nephrotoxic effects of high-dose cisplatin, low-dose cisplatin, which leads to accumulation of the drug in regeneratively repaired renal tubular epithelial cells, does not result in severe toxicity. However, low-dose cisplatin maintains a proinflammatory state, which ultimately leads to chronic, irreparable nephropathy at the next cycle of cisplatin treatment(Yamashita et al., 2021). In this study, we found that NETs were indispensable in this chronic vicious cycle. We believe that we have provided the first evidence that RLDC induces CKD, which is positively correlated with the elevation of NETs. Furthermore, the results verify that NETs are crucial targets for RLDC-induced CKD in PAD4-/- mice (Figure 2).
Neutrophils are sentinels in response to the acute phase of inflammation, and they rapidly subside over 24 hours. In the case of RLDC-induced chronic inflammation, many NETs are deposited in the kidneys through the circulation. This can be harmful, as it intensifies systemic or local inflammation, leading to tissue damage and thrombosis, which in turn encourages increased neutrophil recruitment and aggregation. In our study, the inhibition of NETs by OPCs resulted in the suppression of chronic inflammation and fibrosis, which was characterized by the downregulation of NLRP3 inflammatory vesicles, IL-1β and IL-18, and subsequently IFNγ. OPCs also inhibited TF and MMP9 enrichment on NETs scaffolds at the source, thereby alleviating microcirculatory embolism and regenerative disorders (Figure 7, Figure 8). Similar to our findings, recent evidence has indicated that the consumption of OPCs is inversely correlated with inflammatory activity and oxidative stress (Wang et al., 2013, 2015; Zhou et al., 2018). Experimental animal studies have demonstrated that grape seed proanthocyanidin extract can enhance osteoblast activity in experimental periodontitis diabetic rats by reducing MMP-8 and HIF-1a levels, thereby reducing periodontal inflammation and alveolar bone loss(Toker et al., 2018). Additionally, procyanidins relieve neuropathic pain by inhibiting ROS-mediated activation of MMP2/MMP9(Pan et al., 2018). We postulate that neutrophil-originated NETs modulate inflammation through NLRP3-associated factors, highlighting a critical target in RLDC-induced CKD.
NETs interact with NLRP3 in cardiovascular diseases such as atherosclerosis, thereby promoting disease progression(Westerterp et al., 2018; Yalcinkaya et al., 2023). NETs also drive the activation of the NLRP3 inflammasome, which in turn leads to sterile inflammation. This phenomenon is also an essential contributor to kidney injury(Gupta et al., 2022). Notably, NLRP3 inhibition has no effect on cisplatin-induced AKI(Kim et al., 2013) but appears to play a role in cisplatin-induced CKD(Li et al., 2019). Previous research in our lab revealed that NETs act as upstream activators of the NLRP3 inflammasome and are released from macrophages via the TLR7 and TLR9 receptors. (Lin et al., 2022). Consistent with this view, we found that PAD4 knockout inhibited NLRP3 expression, accompanied by decreases in CASP1, IL18, and IFNγ expression, in the RLDC model, demonstrating that the NETs-NLRP3-CASP1-IL18-IFNγ pathway plays a significant role in the progression of cisplatin-induced renal fibrosis during the development of CKD (Figure 3). CASP1 and IL18 are involved in the process of membrane damage in hypoxic proximal tubules(Edelstein et al., 2007). Additionally, IL18 can promote mesenchymal transition, which in turn induces fibrosis in obstructive renal injury(Bani-Hani et al., 2009). Previous studies conducted in our laboratory have demonstrated that OPCs might inhibit NLRP3 inflammasome activation by scavenging ROS. This process significantly reduces CASP1 and IL-1β levels, thereby relieving gout pain(Liu et al., 2017). We found that OPCs inhibited the cisplatin-induced expression of NETs, ROS, NLRP3, CASP1, IL18 and IFNγ. Our study revealed that the NETs-NLRP3-CASP1-IL18-IFNγ pathway was involved in RLDC-induced CKD, which was blocked by OPCs through the scavenging of ROS.
NETs provide a scaffold for the exposure of functional tissue factors in thrombus formation, providing vital support for cardiovascular events(Stakos et al., 2015; von Brühl et al., 2012) and accounting for the frequency of thromboembolic events in cancer patients(Thålin et al., 2019). Concurrently, neutrophils secrete the protease MMP9, which contributes to local ischemia‒hypoxia (Carmona-Rivera et al., 2015). In a manner analogous to its function in renal development, MMP-9 inhibits apoptosis in the AKI model, which is renoprotective(Bengatta et al., 2009). In contrast to fibrin-degrading activity during AKI, MMP9 plays a negative role during the period from AKI to CKD progression and promotes EMT with fibrosis in a CKD model(Wang et al., 2019). Thus, MMP9 plays an important role in the late progression of fibrotic injury. Our previous data demonstrated that neutrophil infiltration was accompanied by elevated TF and MMP9 in a mouse model of chemotherapeutic enteritis and endotoxin(Li et al., 2021; Yu et al., 2020). In our study, we found that the levels of NETs were elevated, accompanied by elevated TF and MMP9 and diminished TFPI levels during RLDC-induced CKD (Figure 4). Furthermore, OPCs reversed the effect of RLDC on CKD, revealing that OPCs inhibited the formation of microthrombi by inhibiting NETs formation.
In the kidney, proximal tubular cells are the most susceptible to hypoxic stimuli, and the extent of tubular injury is a crucial determinant of the prognosis of renal disease. Hypoxia-promoted coagulation and thrombotic events play important roles in the pathogenesis of CKD(Oe and Takahashi, 2022). Indeed, NETs can form large aggregates that may even be large enough to block small blood vessels without coagulation activation (Jiménez-Alcázar et al., 2017), further exacerbating the susceptibility of the kidney to hypoxia. The high oxygen consumption of the renal tubules, coupled with the relatively low blood circulation in the proximal tubules of the kidney, exacerbates renal injury further. During the period of renal repair, an increase in aerobic glycolytic oxygen consumption leads to relative hypoxia during the period of renal repair, causing a vicious cycle involved in renal injury(B.-C. Liu et al., 2018). Therefore, our study revealed that the increase in the renal hypoxia-inducible factor HIF1α was proportional to the increase in the proliferative marker protein Ki67 after RLDC induction, which suggested that hypoxia and repair formed a malignant cyclic process in CKD, whereas the absence of NETs-associated pathological emboli after PAD4 knockout impeded the malignant positive feedback process at the source. Furthermore, in the process of CKD, interstitial fibrosis impairs oxygen diffusion efficiency because of the long distance between capillaries and tubular cells. The accumulation of the extracellular matrix increases the diffusion distance between functional vessels and renal units, exacerbating hypoxia. The presence of interstitial fibrosis impedes the diffusion of oxygen between the peritubular capillaries and the renal parenchyma. This, in turn, results in a state of hypoxia within the renal tissue, accelerating the process of fibrogenesis. This creates a vicious cycle that promotes the progression from AKI to CKD. In conclusion, the advantage of NETs is that they facilitate bidirectional communication between the immune response and coagulation, thereby enhancing the efficacy of the two major host protection systems, hemostasis, and innate immunity. Conversely, chronic inflammation-induced fibrosis and chronic hypoxia lead to poor regeneration, forming a vicious cycle that facilitates the progression from AKI to CKD.
In conclusion, prolonged chemotherapy leads to impaired intestinal barrier function, allowing LPS to enter the circulation and induce NETs, which are eventually deposited in the kidney, leading to inflammatory fibrosis via the NLRP3-CASP1-IL18-IFNγ pathway and necrosis due to ischemia and hypoxia via TF-MMP9, which promotes the progression of CKD in the kidney. In contrast, OPCs exert anti-inflammatory, antibacterial, and antioxidant effects, thereby preventing the progression of CKD.
Materials and methods
Key resources table
Mouse model of RLDC and OPCs treatment
Adult male C57BL/6J mice (20–25 g, wild type) were obtained from the Animal Core Facility of Nanjing Medical University, Nanjing, China. Pad4−/− mice on a C57BL/6J background were purchased from The Jackson Laboratory. The animals were housed five to six per cage under pathogen-free conditions with soft bedding at a controlled temperature (22°C±2°C) and photoperiod (12:12-hour light‒dark cycle). Prior to the commencement of the experiment, the animals were permitted to acclimatize to the experimental conditions for a minimum of two days. The animals were matched for age and weight in each set of experiments. Eight-week-old male C57BL/6J background mice and PAD4-/- mice were intraperitoneally injected with 7 mg/kg cisplatin (CIS, H37021362, Qilu Pharmaceutical Co. Ltd.) or 0.2 ml of saline via the intraperitoneal route on a weekly basis for a period of four weeks(Sears and Siskind, 2021).
To assess the therapeutic effects of natural medicines, mice were administered OPCs. OPCs (100 mg/kg; Tianrun Pharmaceutical Co. Ltd.) was dissolved in 0.5% carboxymethyl cellulose sodium (A501427-0250; Sangon Biotech) and was given by gavage three times a week for four weeks, commencing with the initial cisplatin injection. Berberine (100 mg/kg; Tianrun Pharmaceutical Co. Ltd.) was administered via gastric lavage three times a week for four weeks, starting with the initial cisplatin injection as a positive control for treating the gut microbiota. The dosages of OPCs and BBR used in the experiments were previously described and were based on the results of preliminary experiments(Allameh et al., 2020; Gao et al., 2023; Gholampour et al., 2022). The purity of the OPCs was greater than 95%. The OPCs contained 1.1% monomeric procyanidins, 34.2% dimeric procyanidins, 24.9% trimeric procyanidins, 6.7% tetrameric procyanidins (66.9% oligomeric procyanidins in total), and 33.1% polymeric procyanidins.
Histological staining
Kidney tissues were fixed with 4% paraformaldehyde, embedded in paraffin, and sectioned at 4 μm. Renal tissues were subjected to hematoxylin and eosin (HE) staining. The extent of tubular damage was quantified at 40× magnification, with a total of 200 cortical tubules examined and calculated in accordance with previously described methods (Li et al., 2018; Tan et al., 2023). For periodic acid-Schiff (PAS) staining, the lumen of the tube containing glycogen components was stained red– purple. Masson’s trichrome staining was employed to assess the presence and distribution of collagen fibrils within renal tissues. For quantification, 6 positive collage-stained fields (40× magnification) were randomly selected from each section and analyzed via ImageJ(Fu et al., 2019).
Colon Tissue Processing
The distal colon was removed and washed with a physiological saline solution. Segments of approximately 0.5 cm in length were then cut. A proportion of the colon samples were fixed in 4% paraformaldehyde solution, prepared in 0.1 M phosphate-buffered saline (PBS) with a pH of 7.4, and then embedded in paraffin wax for morphological analysis. A proportion of the colon samples were fixed in 4% paraformaldehyde solution, prepared in 0.1 M PBS at a pH of 7.4, and then embedded in paraffin wax for morphological analysis. A minimum of 40 villus lengths were quantified on selected HE-stained sections via ImageJ software(Xinlu Zhan et al., 2023).
Cells and treatment
After the mice were euthanized, the tibias and femurs were isolated via aseptic techniques. The ends of the bones were then cut after the muscle tissue was removed to expose the marrow cavity. A 5 ml syringe was filled with RPMI-1640 (KGM31800N-500, Keygen Biotech), 10% FBS (04-001-1ACS, Biological Industries), and 2 mmol/L EDTA (E9884, Sigma‒Aldrich) to flush the bone marrow cells into a 50 ml centrifuge tube. After centrifugation at 1200 × g for 5 min at 4°C, the cells were resuspended in 3 ml of sodium chloride, and then the supernatant was added to the upper layer of 9 ml of Histopaque-1077 (density, 1.077 × g/mL, 10771, Sigma‒Aldrich) and centrifuged at 2000 × g for 20 min at 4°C without braking. The supernatant was discarded, and the cells were resuspended in 5 ml of sodium chloride physiological solution. Neutrophils were collected at the junction of tissue water and sodium chloride physiological solution after the cells were placed in the upper layer of 10 ml of Histopaque-1119 (density, 1.119 g/mL, 11191, Sigma‒Aldrich) and centrifuged for 20 min at 4°C and 2000 × g without braking. The collected neutrophils were washed twice with RPMI 1640 supplemented with 10% FBS and 1% penicillin/streptomycin (KGY0023, Keygen Biotech) and centrifuged at 1400 rpm for 7 min at 4°C.
To assess the promotion of NETs formation by LPS versus cisplatin and the inhibition of NETs formation by OPCs, neutrophils were incubated with C-LPS (1 mg/ml, L2630, Sigma‒Aldrich), C-CIS (3 μg/ml, HY-17394, MedChemExpress) or L-LPS (10 ng/ml, L2630, Sigma‒Aldrich), or L-CIS (0.15 μg/ml, HY-17394, MedChemExpress) for 4 hours, and OPCs (1 µg/ml, Zelang Pharmaceutical Co. Ltd.) or RPMI1640 was added to the medium 1 hour before LPS or cisplatin.
Immunofluorescence
After administering anesthetic agents to the mice, the kidneys and intestinal tissues were excised via a transcardiac infusion of saline, fixed in 4% paraformaldehyde, and the embedded blocks were sectioned into 4 μm thick pieces. These samples were then blocked for one hour with 1% normal donkey serum (017--000--121, Jackson ImmunoResearch, RRID: AB_2337258) and 0.1% Triton-X in phosphate buffer solution (PBS). For immunofluorescence analysis, tissue sections were subjected to incubation with primary antibodies against Cit H3 (ab281584, Abcam), MPO (T62224, Abmart), TF (H-9:sc-374441, Santa), KIM-1 (MA5-28211, Thermo Fisher Scientific, RRID: AB_2745182), Ki67 (27309-1-AP, Proteintech, RRID: AB_2756525), IFN-γ (A12450, ABclonal, RRID: AB_2759294), α-SMA (ab5694, Abcam, RRID: AB_2223021), ZO-1 (21773-1-AP, Proteintech, RRID: AB_10733242) and Occlaudin (27260-1-AP, Proteintech, RRID: AB_2880820) overnight at 4°C. The proximal tubules were labeled with LTL (FL-1321, Vector Labs, RRID: AB_2336560), and the nuclei were counterstained with DAPI. The secondary antibodies used were as follows: Alexa Fluor 647– conjugated donkey anti-mouse (A-31571, Thermo Fisher Scientific, RRID: AB_162542), Alexa Fluor 488-conjugated donkey anti-rabbit (A-21206, Thermo Fisher Scientific, RRID: AB_2535792), Alexa Fluor 488-conjugated donkey anti-mouse (SA00013-1, Proteintech, RRID: AB_2810983), and Rhodamine Red-X Streptavidin (016--290--084, Jackson ImmunoResearch, RRID: AB_2337247). Following three washes with PBS, the samples were examined under a fluorescence microscope (Leica DM2500) to ascertain the morphological details of the immunofluorescence staining. The examination was conducted in a blinded manner.
In vitro NETs assay
For immunofluorescence staining, freshly isolated polymorphonuclear neutrophils (PMNs) were seeded on poly-D-lysine-coated coverslips, and their adherence was permitted. After NETs production was induced, the cells were fixed for 15 minutes with 4% paraformaldehyde (PFA) and blocked with 1% BSA and 0.3% Triton X-100 in PBS for 30 minutes. Then, anti-Cit H3 and anti-MPO (ab90810, Abcam) primary antibodies were used overnight at 4°C. After three washes, Alexa Fluor 488-conjugated donkey anti-rabbit (A-21207, Invitrogen), Alexa Fluor 647-conjugated donkey anti-mouse (A-31571, Invitrogen), and DAPI (BL739A, Biosharp) were added for 2 hours at room temperature. NETs formation was visualized via fluorescence microscopy (Leica DM2500).
Quantification of NETs
Mouse plasma was collected from whole blood by centrifugation at 3,000 rpm for 5 minutes. The quantification of NETs in plasma was conducted in accordance with the Citrullinated Histone H3 ELISA Kit (501620, Cayman), NETosis Assay Kit (601010, Cayman), and dsDNA ELISA Kit (BS-E8939M1, JSBOSSEN). The absorbance was quantified with a microplate reader (Multiskan FC, Thermo Fisher).
Renal function
In summary, blood samples were taken from the infraorbital region for anticoagulation and then centrifuged at room temperature to collect the serum. For Scr (C011-2-1, NJJC Bioengineering Institute), the reaction was conducted at 37°C for 5 min, and the absorbance at 546 nm was recorded at the end of the response. For BUN (C013-2-1, NJJC Bioengineering Institute), the sample was added to the preheated reaction mixture at 37°C, and the absorbance at 640 nm was monitored after 10 min of reaction. BUN and Scr levels (mg/dl) were calculated according to the assay kit.
LPS assay
All materials used for both sample preparation and testing were pyrogen-free. The lipopolysaccharide (LPS) concentration in the serum was quantified via a chromogenic endotoxin assay (BS-E9334M1, JSBOSSEN) based on a Limulus amebocyte extract. The samples were subjected to centrifugation at 3000 rpm for a period of 10 minutes to separate the supernatant. The endotoxin concentration was expressed in endotoxin units per milliliter (EU/mL). All the data were obtained from standard curves.
Measurement of ROS
Neutrophil collection was performed subsequent to the induction of NETs production, and DCFH-DA (S0033S, Beyotime) was used to quantify reactive oxygen species (ROS) as a fluorescence probe. Upon cell formation, DCFH is oxidized by intracellular ROS and converted to DCF. Consequently, the observed fluorescence signal was found to be proportional to the production of ROS. A laser confocal microscope was used to observe the staining results, and the fluorescence intensity was measured at an excitation wavelength of 488 nm and an emission wavelength of 525 nm with a fluorescence enzyme marker (Cytation).
Measurement of SOD and GSH
Mouse blood was collected in an anticoagulation tube, mixed upside down, and centrifuged at 600 × g for 10 min at 4°C, and the supernatant was added to the working solution and incubated at 37°C for 30 min. The absorbance at 450 nm was then measured to detect the inhibition rate of the SOD enzyme in the blood (BL903A, Biosharp). For GSH (A006-2-1, NJJC Bioengineering Institute), 0.05 ml of 10-fold diluted heparin anticoagulated blood and 0.2 ml of working reagent were centrifuged at 3500 rpm for 10 min. The supernatant was removed, the subsequent working solution was added, the mixture was oscillated, the mixture was mixed for 5 min, and the absorbance at 405 nm was detected.
Western blotting
Following the euthanasia of the animals, their kidneys and colon tissues were rapidly excised and homogenized in RIPA lysis buffer after protein concentration was measured with a Pierce™ BCA protein assay kit (23225, Thermo Fisher Scientific). Equal amounts of protein (40 μg for each tissue lysate) were introduced, separated via SDS‒PAGE under reducing conditions, and subsequently transferred to PVDF membranes (0000206738, Millipore Corp.) for the standard procedure of immunoblot analysis. The membranes were blocked with 5% bovine serum albumin for 1 h at room temperature and probed with primary antibodies, including anti-histone H3 (A2348, ABclonal, RRID: AB_2631273), anti-citrulline histone H3 (ab5103, Abcam, RRID: AB_304752), anti-KIM-1 (MA5-28211, Thermo Fisher Scientific, RRID: AB_2745182), anti-BAX (GTX109683, GeneTex, RRID: AB_1949720), anti-NLRP3 (AG-20B-0014-C100, AdipoGen, RRID: AB_2490202), anti-caspase-1 (AG-20B-0042-C100, AdipoGen, RRID: AB_2490249), anti-IL1β (A16288, ABclonal, RRID: AB_2769945), anti-IL18 (10663-1-AP, Proteintech, RRID: AB_2123636), anti-IFNγ (A12450, ABclonal, RRID: AB_2759294), anti-Occlaudin(27260-1-AP, Proteintech, RRID:AB_2880820), and anti-Claudin-1 (13050-1-AP, Proteintech, RRID: AB_2079881).
The following secondary antibodies were used: HRP-conjugated AffiniPure goat anti-rabbit IgG (A6154, Sigma‒Aldrich, RRID: AB_258284) and HRP-conjugated AffiniPure goat anti-mouse IgG (A4416, Sigma‒Aldrich, RRID: AB_258167). Data were acquired with a molecular imager ChemiDoc system (ChemiDoc XRS+, Bio-Rad) and analyzed with ImageJ.
Lower limb blood flow measurement
Lower limb blood flow was quantified via laser Doppler flowmetry (LDF). In particular, a computer-controlled optical scanner was employed to direct a low-power laser beam onto the exposed lower limb in a controlled fashion. Concurrently, the scanner head was positioned parallel to the exposed lower limb at a distance of approximately 20 cm. A colored image on the video monitor subsequently indicates the relative perfusion level in question. The values of blood flow are recorded and assessed by a Moor FLPIR view V40 program (Gene & I Scientific. Ltd), which has been designed for this purpose.
Small animal imaging
Before autopsy, all the animals were fasted for 12 h and orally administered fluorescein isothiocyanate (FITC) dextran (60842-46-8, Sigma‒Aldrich). After a four-hour incubation period, the distribution of fluorescein isothiocyanate (FITC) dextran in the mice was observed via a small animal imaging system (IVIS Spectrum, PerkinElmer). The peripheral blood of the mice was collected and centrifuged at 3000 r/min, 4°C, and 10 min, after which 100 μl of serum was obtained from the supernatant and added to a 96-well plate. The fluorescence intensity of the serum was quantified via a fluorescence microplate reader with an excitation wavelength of 480 nm and an emission wavelength of 520 nm.
16S rDNA Sequencing Analysis
Stool samples were stored at 80°C until analysis. Total stool DNA was extracted and isolated from the fecal pellets. A set of primers was designed to amplify a specific region, the 16S V3-V4 region, and a 420 bp fragment was successfully amplified. The fragment was then subjected to splicing via the Illumina NovaSeq 6000 platform, resulting in 2×250 bp paired-end data. These data were then subjected to splicing, which enabled the generation of a more extended sequence, thus facilitating 16S analysis. DADA2 was employed for the removal of low-quality sequences and chimeras, as well as for the generation of characteristic sequences for QIIME2 (https://forum.qiime2.org/t/qiime2-chinese-manual/838) for clustering operational taxonomic units (OTUs), diversity analysis, difference analysis, correlation analysis, and function prediction analysis. The default option for 16S rRNA genes is to use the Silva 138 rRNA database(Edgar, 2013). The proportion of sequences at different taxonomic levels for each sample was calculated on the basis of the abundance and annotation information of the ASVs. This was done to assess the species annotation resolution of the sample and the species complexity of the sample.
Statistical analysis
The data from individual experiments are expressed as the mean ± standard error of the mean (SEM). To ascertain whether there were any significant differences between the groups, Student’s t test or ANOVA was employed, with a p value of less than 0.05 deemed to indicate statistical significance. The statistical analyses were conducted via Prism 9 software.
Acknowledgements
We acknowledge all the authors who participated in this study. The authors thank the Center for Scientific Research of Nanjing Medical University and Shandong First Medical University for valuable help in our experiment.
Additional information
Funding
The funders did not have any role in the study design, data collection, data analyses, interpretation, or writing of the report.
Author contributions
Yaqi Luan, Weiwei He and Kunmao Jiang designed and supervised the research. L., Shenghui Qiu, Lan Jin, Ying Huang and Xinrui Mao performed the experiments. Lai Jin and Wentao Liu wrote the original draft. Lai Jin, Jingyuan Cao and Rong Wang verified the data and edited the final draft. All the authors read and approved the final version of the manuscript, ensuring that this was the case.
Ethics
All procedures were performed in strict accordance with the regulations of the ethics committee of the International Association for the Study of Pain and the Guide for the Care and Use of Laboratory Animals (The Ministry of Science and Technology of China, 2006). All animal experiments were approved by the Nanjing Medical University Animal Care and Use Committee (No. IACUC: 2305042) and were designed to minimize suffering and the number of animals used. All animal experiments complied with the ARRIVE (Animal Research: Reporting of In Vivo Experiments) guidelines (https://arriveguidelines.org).
Data sharing statement
All data associated with this study are presented in the paper or the Supplementary Materials. Any additional information required to reanalyze the data reported in this work paper is available from the lead contact upon request.
Declaration of interests
The authors declare that they have no competing interests.
References
- NETworking with cancer: The bidirectional interplay between cancer and neutrophil extracellular trapsCancer Cell 41:505–526https://doi.org/10.1016/j.ccell.2023.02.001
- Pretreatment with berberine protects against cisplatin-induced renal injury in male Wistar ratsNaunyn Schmiedebergs Arch Pharmacol 393:1825–1833https://doi.org/10.1007/s00210-020-01877-3
- Selective activation of PFKL suppresses the phagocytic oxidative burstCell 184:4480–4494https://doi.org/10.1016/j.cell.2021.07.004
- IL-18 neutralization ameliorates obstruction-induced epithelial-mesenchymal transition and renal fibrosisKidney Int 76:500–511https://doi.org/10.1038/ki.2009.216
- MMP9 and SCF protect from apoptosis in acute kidney injuryJ Am Soc Nephrol JASN 20:787–797https://doi.org/10.1681/ASN.2008050515
- Neutrophil Extracellular Traps in Host DefenseCold Spring Harb Perspect Biol 12https://doi.org/10.1101/cshperspect.a037028
- Procyanidins alleviates morphine tolerance by inhibiting activation of NLRP3 inflammasome in microgliaJ Neuroinflammation 13https://doi.org/10.1186/s12974-016-0520-z
- Neutrophil extracellular traps induce endothelial dysfunction in systemic lupus erythematosus through the activation of matrix metalloproteinase-2Ann Rheum Dis 74:1417–1424https://doi.org/10.1136/annrheumdis-2013-204837
- The Antioxidant Procyanidin Reduces Reactive Oxygen Species Signaling in Macrophages and Ameliorates Experimental Colitis in MiceFront Immunol 8https://doi.org/10.3389/fimmu.2017.01910
- Kidney tissue hypoxia dictates T cell-mediated injury in murine lupus nephritisSci Transl Med 12https://doi.org/10.1126/scitranslmed.aay1620
- A Systematic Review of Strategies to Prevent Cisplatin-Induced NephrotoxicityThe Oncologist 22:609–619https://doi.org/10.1634/theoncologist.2016-0319
- Effect of hypoxia on tissue factor pathway inhibitor expression in breast cancerJ Thromb Haemost JTH 14:387–396https://doi.org/10.1111/jth.13206
- Proximal tubules from caspase-1-deficient mice are protected against hypoxia-induced membrane injuryNephrol Dial Transplant Off Publ Eur Dial Transpl Assoc - Eur Ren Assoc 22:1052–1061https://doi.org/10.1093/ndt/gfl775
- UPARSE: highly accurate OTU sequences from microbial amplicon readsNat Methods 10:996–998https://doi.org/10.1038/nmeth.2604
- Repurposing FDA-approved drugs against the toxicity of platinum-based anticancer drugsLife Sci 305https://doi.org/10.1016/j.lfs.2022.120789
- Mechanisms of maladaptive repair after AKI leading to accelerated kidney ageing and CKDNat Rev Nephrol 11:264–276https://doi.org/10.1038/nrneph.2015.3
- Chronic effects of repeated low-dose cisplatin treatment in mouse kidneys and renal tubular cellsAm J Physiol Renal Physiol 317:F1582–F1592https://doi.org/10.1152/ajprenal.00385.2019
- The STAT1/HMGB1/NF-κB pathway in chronic inflammation and kidney injury after cisplatin exposureTheranostics 13:2757–2773https://doi.org/10.7150/thno.81406
- Fucoidan-proanthocyanidins nanoparticles protect against cisplatin-induced acute kidney injury by activating mitophagy and inhibiting mtDNA-cGAS/STING signaling pathwayInt J Biol Macromol 245https://doi.org/10.1016/j.ijbiomac.2023.125541
- Berberis integerrima hydro-alcoholic root extract and its constituent berberine protect against cisplatin-induced nephro- and hepato-toxicityAm J Med Sci 364:76–87https://doi.org/10.1016/j.amjms.2021.10.037
- Regulation of Intestinal Barrier Function by Microbial MetabolitesCell Mol Gastroenterol Hepatol 11:1463–1482https://doi.org/10.1016/j.jcmgh.2021.02.007
- Grape-Seed Proanthocyanidins are Able to Reverse Intestinal Dysfunction and Metabolic Endotoxemia Induced by a Cafeteria Diet in Wistar RatsNutrients 11https://doi.org/10.3390/nu11050979
- Neutrophil Extracellular Traps Promote NLRP3 Inflammasome Activation and Glomerular Endothelial Dysfunction in Diabetic Kidney DiseaseNutrients 14https://doi.org/10.3390/nu14142965
- Impairment of neutrophil extracellular trap degradation is associated with lupus nephritisProc Natl Acad Sci U S A 107:9813–9818https://doi.org/10.1073/pnas.0909927107
- Panax quinquefolium saponins protect against cisplatin evoked intestinal injury via ROS-mediated multiple mechanismsPhytomedicine Int J Phytother Phytopharm 82https://doi.org/10.1016/j.phymed.2020.153446
- Host DNases prevent vascular occlusion by neutrophil extracellular trapsScience 358:1202–1206https://doi.org/10.1126/science.aam8897
- Resistant starch alters gut microbiome and metabolomic profiles concurrent with amelioration of chronic kidney disease in ratsAm J Physiol - Ren Physiol 310https://doi.org/10.1152/ajprenal.00513.2015
- NLRP3 inflammasome knockout mice are protected against ischemic but not cisplatin-induced acute kidney injuryJ Pharmacol Exp Ther 346:465–472https://doi.org/10.1124/jpet.113.205732
- Kidney VISTA prevents IFN-γ/IL-9 axis-mediated tubulointerstitial fibrosis after acute glomerular injuryJ Clin Invest 132https://doi.org/10.1172/JCI151189
- Proximal tubule ATR regulates DNA repair to prevent maladaptive renal injury responsesJ Clin Invest 129:4797–4816https://doi.org/10.1172/JCI122313
- Peptidylarginine deiminase inhibition disrupts NET formation and protects against kidney, skin and vascular disease in lupus-prone MRL/lpr miceAnn Rheum Dis 74:2199–2206https://doi.org/10.1136/annrheumdis-2014-205365
- Biological and clinical roles of IL-18 in inflammatory diseasesNat Rev Rheumatol 20:33–47https://doi.org/10.1038/s41584-023-01053-w
- Long-Term Renal Outcomes after Cisplatin TreatmentClin J Am Soc Nephrol CJASN 11:1173–1179https://doi.org/10.2215/CJN.08070715
- Neutrophil extracellular traps (NETs) in autoimmune diseases: A comprehensive reviewAutoimmun Rev 16:1160–1173https://doi.org/10.1016/j.autrev.2017.09.012
- Neutrophils prevent rectal bleeding in ulcerative colitis by peptidyl-arginine deiminase-4-dependent immunothrombosisGut 71:2414–2429https://doi.org/10.1136/gutjnl-2021-324725
- Inhibition of PAD4 activity is sufficient to disrupt mouse and human NET formationNat Chem Biol 11:189–191https://doi.org/10.1038/nchembio.1735
- Akkermansia Muciniphila Protects Against Atherosclerosis by Preventing Metabolic Endotoxemia-Induced Inflammation in Apoe-/- MiceCirculation 133:2434–2446https://doi.org/10.1161/CIRCULATIONAHA.115.019645
- Blocking Macrophage Migration Inhibitory Factor Protects Against Cisplatin-Induced Acute Kidney Injury in MiceMol Ther J Am Soc Gene Ther 26:2523–2532https://doi.org/10.1016/j.ymthe.2018.07.014
- Hydrogen Attenuates Endotoxin-Induced Lung Injury by Activating Thioredoxin 1 and Decreasing Tissue Factor ExpressionFront Immunol 12https://doi.org/10.3389/fimmu.2021.625957
- NLRP3 inflammasome inhibition attenuates cisplatin-induced renal fibrosis by decreasing oxidative stress and inflammationExp Cell Res 383https://doi.org/10.1016/j.yexcr.2019.07.001
- Tubular cell senescence promotes maladaptive kidney repair and chronic kidney disease after cisplatin nephrotoxicityJCI Insight 8https://doi.org/10.1172/jci.insight.166643
- NET-Triggered NLRP3 Activation and IL18 Release Drive Oxaliplatin-Induced Peripheral NeuropathyCancer Immunol Res 10:1542–1558https://doi.org/10.1158/2326-6066.CIR-22-0197
- Renal tubule injury: a driving force toward chronic kidney diseaseKidney Int 93:568–579https://doi.org/10.1016/j.kint.2017.09.033
- Grape seed-derived procyanidins alleviate gout pain via NLRP3 inflammasome suppressionJ Neuroinflammation 14https://doi.org/10.1186/s12974-017-0849-y
- Possible Mechanisms of Oxidative Stress-Induced Skin Cellular Senescence, Inflammation, and Cancer and the Therapeutic Potential of Plant PolyphenolsInt J Mol Sci 24https://doi.org/10.3390/ijms24043755
- Disorder of gut amino acids metabolism during CKD progression is related with gut microbiota dysbiosis and metagenome changeJ Pharm Biomed Anal 149:425–435https://doi.org/10.1016/j.jpba.2017.11.040
- Tubular cells produce FGF2 via autophagy after acute kidney injury leading to fibroblast activation and renal fibrosisAutophagy 19:256–277https://doi.org/10.1080/15548627.2022.2072054
- Reciprocal coupling of coagulation and innate immunity via neutrophil serine proteasesNat Med 16:887–896https://doi.org/10.1038/nm.2184
- Epidemiology and risk of cardiovascular disease in populations with chronic kidney diseaseNat Rev Nephrol 18:696–707https://doi.org/10.1038/s41581-022-00616-6
- Microbiota-driven gut vascular barrier disruption is a prerequisite for non-alcoholic steatohepatitis developmentJ Hepatol 71:1216–1228https://doi.org/10.1016/j.jhep.2019.08.005
- Neutrophil extracellular traps formed during chemotherapy confer treatment resistance via TGF-β activationCancer Cell 41:757–775https://doi.org/10.1016/j.ccell.2023.03.008
- Proanthocyanidin-Rich Grape Seed Extract Reduces Inflammation and Oxidative Stress and Restores Tight Junction Barrier Function in Caco-2 Colon CellsNutrients 12https://doi.org/10.3390/nu12061623
- Interruption of neutrophil extracellular traps formation dictates host defense and tubular HOXA5 stability to augment efficacy of anti-Fn14 therapy against septic AKITheranostics 11:9431–9451https://doi.org/10.7150/thno.61902
- Phagosome dynamics during phagocytosis by neutrophilsJ Leukoc Biol 90:271–284https://doi.org/10.1189/jlb.0810457
- Tissue Factor, Thrombosis, and Chronic Kidney DiseaseBiomedicines 10https://doi.org/10.3390/biomedicines10112737
- Grape seed procyanidin extract reduces the endotoxic effects induced by lipopolysaccharide in ratsFree Radic Biol Med 60:107–114https://doi.org/10.1016/j.freeradbiomed.2013.02.007
- Procyanidins attenuate neuropathic pain by suppressing matrix metalloproteinase-9/2J Neuroinflammation 15https://doi.org/10.1186/s12974-018-1182-9
- Berberine ameliorates chronic kidney disease through inhibiting the production of gut-derived uremic toxins in the gut microbiotaActa Pharm Sin B 13:1537–1553https://doi.org/10.1016/j.apsb.2022.12.010
- The gut microbiome, kidney disease, and targeted interventionsJ Am Soc Nephrol JASN 25:657–670https://doi.org/10.1681/ASN.2013080905
- Neutrophil peptidyl arginine deiminase-4 has a pivotal role in ischemia/reperfusion-induced acute kidney injuryKidney Int 93:365–374https://doi.org/10.1016/j.kint.2017.08.014
- Chemotherapy-associated renal dysfunctionNat Rev Nephrol 5:450–462https://doi.org/10.1038/nrneph.2009.97
- Proanthocyanidin protects against cisplatin-induced nephrotoxicityPhytother Res PTR 23:1738–1741https://doi.org/10.1002/ptr.2833
- Potential Therapeutic Targets for Cisplatin-Induced Kidney Injury: Lessons from Other Models of AKI and FibrosisJ Am Soc Nephrol JASN 32:1559–1567https://doi.org/10.1681/ASN.2020101455
- Peptidylarginine deiminase type 4 deficiency reduced arthritis severity in a glucose-6-phosphate isomerase-induced arthritis modelSci Rep 5https://doi.org/10.1038/srep13041
- Subclinical kidney injury induced by repeated cisplatin administration results in progressive chronic kidney diseaseAm J Physiol Renal Physiol 315:F161–F172https://doi.org/10.1152/ajprenal.00636.2017
- Osteopontin promotes gastric cancer metastasis by augmenting cell survival and invasion through Akt-mediated HIF-1alpha up-regulation and MMP9 activationJ Cell Mol Med 13:1706–1718https://doi.org/10.1111/j.1582-4934.2008.00540.x
- Expression of functional tissue factor by neutrophil extracellular traps in culprit artery of acute myocardial infarctionEur Heart J 36:1405–1414https://doi.org/10.1093/eurheartj/ehv007
- Neutrophil serine proteases in antibacterial defenseCurr Opin Microbiol 23:42–48https://doi.org/10.1016/j.mib.2014.11.002
- Neuropeptide Y protects kidney from acute kidney injury by inactivating M1 macrophages via the Y1R-NF-κB-Mincle-dependent mechanismInt J Biol Sci 19:521–536https://doi.org/10.7150/ijbs.80200
- Gut microbiota-dependent trimethylamine N-oxide (TMAO) pathway contributes to both development of renal insufficiency and mortality risk in chronic kidney diseaseCirc Res 116:448–455https://doi.org/10.1161/CIRCRESAHA.116.305360
- Pivotal role of CD4+ T cells in renal fibrosis following ureteric obstructionKidney Int 78:351–362https://doi.org/10.1038/ki.2010.177
- Neutrophil Extracellular Traps: Villains and Targets in Arterial, Venous, and Cancer-Associated ThrombosisArterioscler Thromb Vasc Biol 39:1724–1738https://doi.org/10.1161/ATVBAHA.119.312463
- Morphometric and histopathological evaluation of the effect of grape seed proanthocyanidin on alveolar bone loss in experimental diabetes and periodontitisJ Periodontal Res 53:478–486https://doi.org/10.1111/jre.12536
- Pathology of gastrointestinal tract in chronic hemodialysis patients: an autopsy study of 78 casesAm J Gastroenterol 80:608–611
- Chronic kidney disease causes disruption of gastric and small intestinal epithelial tight junctionAm J Nephrol 38:99–103https://doi.org/10.1159/000353764
- Monocytes, neutrophils, and platelets cooperate to initiate and propagate venous thrombosis in mice in vivoJ Exp Med 209:819–835https://doi.org/10.1084/jem.20112322
- MMP-9-positive neutrophils are essential for establishing profibrotic microenvironment in the obstructed kidney of UUO miceActa Physiol Oxf Engl 227https://doi.org/10.1111/apha.13317
- Rosmarinic Acid Restores Colonic Mucus Secretion in Colitis Mice by Regulating Gut Microbiota-Derived Metabolites and the Activation of InflammasomesJ Agric Food Chem 71:4571–4585https://doi.org/10.1021/acs.jafc.2c08444
- Effects of oligomeric grape seed proanthocyanidins on heart, aorta, kidney in DOCA-salt mice: role of oxidative stressPhytother Res PTR 27:869–876https://doi.org/10.1002/ptr.4793
- Protective effect of oligomeric proanthocyanidins against alcohol-induced liver steatosis and injury in miceBiochem Biophys Res Commun 458:757–762https://doi.org/10.1016/j.bbrc.2015.01.153
- Inflammation. Neutrophil extracellular traps license macrophages for cytokine production in atherosclerosisScience 349:316–320https://doi.org/10.1126/science.aaa8064
- Protease-activated receptor 2 exacerbates cisplatin-induced nephrotoxicityAm J Physiol-Ren Physiol 316:F654–F659https://doi.org/10.1152/ajprenal.00489.2018
- The pathological role of Bax in cisplatin nephrotoxicityKidney Int 72:53–62https://doi.org/10.1038/sj.ki.5002256
- Cholesterol Efflux Pathways Suppress Inflammasome Activation, NETosis, and AtherogenesisCirculation 138:898–912https://doi.org/10.1161/CIRCULATIONAHA.117.032636
- Cathepsin C promotes breast cancer lung metastasis by modulating neutrophil infiltration and neutrophil extracellular trap formationCancer Cell 39:423–437https://doi.org/10.1016/j.ccell.2020.12.012
- The ameliorative effect of the Pyracantha fortuneana (Maxim.) H. L. Li extract on intestinal barrier dysfunction through modulating glycolipid digestion and gut microbiota in high fat diet-fed ratsFood Funct 10:6517–6532https://doi.org/10.1039/c9fo01599j
- Cholesterol accumulation in macrophages drives NETosis in atherosclerotic plaques via IL-1β secretionCardiovasc Res 119:969–981https://doi.org/10.1093/cvr/cvac189
- Cumulative DNA damage by repeated low-dose cisplatin injection promotes the transition of acute to chronic kidney injury in miceSci Rep 11https://doi.org/10.1038/s41598-021-00392-6
- Neutrophil extracellular trap components in fibrinoid necrosis of the kidney with myeloperoxidase-ANCA-associatedClin Kidney J 6:308–312https://doi.org/10.1093/ckj/sft048
- AMPK activation by ozone therapy inhibits tissue factor-triggered intestinal ischemia and ameliorates chemotherapeutic enteritisFASEB J Off Publ Fed Am Soc Exp Biol 34:13005–13021https://doi.org/10.1096/fj.201902717RR
- Elevated neutrophil extracellular traps by HBV-mediated S100A9-TLR4/RAGE-ROS cascade facilitate the growth and metastasis of hepatocellular carcinomaCancer Commun Lond Engl 43:225–245https://doi.org/10.1002/cac2.12388
- Tripterygium glycosides sensitizes cisplatin chemotherapeutic potency by modulating gut microbiota in epithelial ovarian cancerFront Cell Infect Microbiol 13https://doi.org/10.3389/fcimb.2023.1236272
- Effects of berberine and metformin on intestinal inflammation and gut microbiome composition in db/db miceBiomed Pharmacother Biomedecine Pharmacother 118https://doi.org/10.1016/j.biopha.2019.109131
- Effects of HIF-1α on renal fibrosis in cisplatin-induced chronic kidney diseaseClin Sci Lond Engl 135:1273–1288https://doi.org/10.1042/CS20210061
- Anti-atherosclerosis of oligomeric proanthocyanidins from Rhodiola rosea on rat model via hypolipemic, antioxidant, anti-inflammatory activities together with regulation of endothelial functionPhytomedicine Int J Phytother Phytopharm 51:171–180https://doi.org/10.1016/j.phymed.2018.10.002
- Berberine a traditional Chinese drug repurposing: Its actions in inflammation-associated ulcerative colitis and cancer therapyFront Immunol 13https://doi.org/10.3389/fimmu.2022.1083788
- Could grape-based food supplements prevent the development of chronic kidney disease?Crit Rev Food Sci Nutr 60:3054–3062https://doi.org/10.1080/10408398.2019.1676195
Article and author information
Author information
Version history
- Sent for peer review:
- Preprint posted:
- Reviewed Preprint version 1:
Copyright
© 2024, Luan et al.
This article is distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use and redistribution provided that the original author and source are credited.
Metrics
- views
- 112
- downloads
- 0
- citations
- 0
Views, downloads and citations are aggregated across all versions of this paper published by eLife.