SNP in SEC16B is associated with plasma cholesterol levels in humans. GWAS has identified that 1 of the SNPs (rs6682862, chr1:177969302, alleles: G>A) located in the promoter region of SEC16B is significantly associated with plasma cholesterol levels (Figure 1A) (20, 21). An analysis of expression quantitative trait loci (eQTLs) revealed that the minor allele of rs6682862-A is correlated with increased expression of SEC16B in the liver (Figure 1B). To directly test whether different alleles affect SEC16B expression, we cloned the promoter region of human SEC16B genes (both G and A alleles) upstream of a firefly luciferase reporter gene. A luciferase assay demonstrated that the A allele increased luciferase activity by approximately 4-fold compared with the G allele (Figure 1C), which is consistent with eQTL data. Notably, DNase-seq and ATAC-seq analyses showed that rs6682862 resides within the open chromatin promoter region of the SEC16B gene on chromosome 1 (Figure 1E), further suggesting its regulatory role in SEC16B expression.
Figure 1Association between SNPs in SEC16B gene and plasma cholesterol in humans and its expression regulation. (A) Regional plot of SEC16B associated with plasma total cholesterol and LDL-C levels in humans. Red dashed line indicates the threshold of genome-wide significance (P = 5 × 10–8). (B) eQTL studies showing a highly significant correlation between rs6682862 and SEC16B expression in the liver. (C) Luciferase activity of SEC16B promoter carrying G and A alleles in HEK293 cells (n = 4). (D) Enrichment analysis showing candidate transcription factors that may bind to 1,000 bp up- or downstream of Sec16b transcription start sites in mouse livers. Data are from ChIP-Atlas. (E) RNA-seq, DNase-seq, ATAC-seq, and HNF4A ChIP-seq reads at the SEC16B locus of human and mouse liver. Red boxes indicate HNF4A binding peaks from ChIP-seq data. (F and G) Sec16b mRNA levels in fetal (F) and adult male (G) Hnf4a-KO mouse livers (n = 3 in F; n = 6–8 in G). 8-week-old mice were fed an HFCF diet for 20 weeks (G). (H) Sec16b mRNA levels in male HNF4A overexpression mouse livers (n = 8). 8-week-old mice were fed an HFCF diet for 20 weeks. (I) Luciferase activity of SEC16B promoter carrying G and A alleles in control and HNF4A-overexpressing HEK293 cells (n = 4). (J) Sec16b mRNA levels in the livers of ad lib fed, fasted, and refed male mice (n = 5–7). 8-week-old mice were fasted for 12 hours or fasted for 12 hours and refed HCD for 12 hours. (K) Sec16b mRNA levels in the livers of 8 weeks old male mice fed chow or HFD for 12 weeks (n = 6–7). (L) SEC16B expression in lean and obese hepatocytes. Data are from Liver Cell Atlas. (M) SEC16B expression in the livers of healthy donors and patients with MASLD. (N) Sec16b mRNA levels in mouse primary hepatocytes treated with BSA and 200 μM oleic acid (OA). (O) SEC16B mRNA levels in Huh7 cells treated with BSA and 200 μM OA. Values are presented as mean ± SEM or as violin plots. Statistical analysis was performed with 2-tailed Student’s t test (C, F–H, K, and M–O), 1-way ANOVA (J), and 2-way ANOVA (I). *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.
Hepatic SEC16B expression is regulated by HNF4A and feeding conditions. Using enrichment analysis in ChIP-Atlas (22), we identified HNF4A as a potential transcription factor that binds to the promoter region of SEC16B (Figure 1D). An analysis of the ChIP sequencing dataset for HNF4A in the liver revealed 2 binding peaks in the promoter region of the SEC16B gene (Figure 1E). It is noteworthy that HNF4A also binds to the promoter of the mouse Sec16b gene (Figure 1E). Examination of a published microarray dataset from Hnf4a-knockout fetal livers showed a substantial reduction in Sec16b expression in the absence of HNF4A (Figure 1F) (23). In line with this, Sec16b expression was also downregulated by AAV-TBG-CRE–mediated Hnf4a acute knockout in the livers of Hnf4a-floxed mice fed a high-fat/cholesterol/fructose (HFCF) diet containing 40% fat, 0.2% cholesterol, and 4.2% fructose (Figure 1G). Conversely, adeno-associated virus–mediated (AAV-mediated) overexpression of HNF4A markedly increased Sec16b expression in the livers of mice on the HFCF diet (Figure 1H). Furthermore, HNF4A overexpression markedly enhanced luciferase activity in both A and G allele constructs (Figure 1I). These findings demonstrate that HNF4A regulates SEC16B expression in vitro and in vivo.
Previous studies have shown that HNF4A plays a critical role in maintaining lipid homeostasis in the liver (24, 25). Given the strong association between SEC16B polymorphism and plasma cholesterol levels, SEC16B may function as a downstream target of HNF4A that mediates its effects on lipid metabolism. Gene expression profiling revealed that SEC16B is highly expressed in the livers of both humans and mice (Supplemental Figure 1, A and B; supplemental material available online with this article; https://doi.org/10.1172/JCI204602DS1), the central organ for lipid homeostasis. Furthermore, we found that hepatic Sec16b expression was upregulated by fasting and high-fat diet (HFD) feeding (Figure 1, J and K), conditions known to promote lipid accumulation in the liver. Consistently, hepatocytes from obese individuals, who are susceptible to steatosis, expressed higher levels of SEC16B (Figure 1L) (26). Similarly, SEC16B expression was also elevated in the livers of patients with metabolic dysfunction–associated steatotic liver disease (MASLD) (Figure 1M). Moreover, fatty acid treatment markedly increased SEC16B expression in both mouse hepatocytes and Huh7 cells (Figure 1, N and O). Collectively, these data indicate that SEC16B is responsive to lipid accumulation and likely plays a key role in hepatic lipid metabolism.
Sec16b deficiency decreases serum lipids in mice. To investigate the function of SEC16B in vivo, we generated Sec16b whole-body knockout (Sec16b–/–) mice by crossing heterozygous Sec16btm1a(KOMP)Wtsi (Sec16b+/–) mice. Real-time RT-PCR analysis confirmed a more than 95% reduction in Sec16b mRNA level in the livers, small intestines, subcutaneous white adipose tissues, and muscles of Sec16b–/– mice (Supplemental Figure 1C). Sec16b–/– mice were viable, fertile, and normal in appearance. Lipid measurement revealed a significant approximately 25%–50% reduction in serum TG, cholesterol, and free cholesterol levels in both male and female Sec16b–/– mice compared with controls after 6 hours of fasting (Figure 2, A–D), while serum nonesterified fatty acid (NEFA) levels were comparable between groups. Although there was no difference in liver/body weight ratio (Figure 2F), gross appearance, histological analysis, and Oil Red O staining indicated increased lipid accumulation in Sec16b–/– mice (Figure 2E). This was supported by approximately 40%–120% increase in hepatic TG, NEFA, and free cholesterol levels (Figure 2, G–J), likely due to reduced serum lipid levels.
Figure 2Loss of Sec16b reduces serum lipids and leads to hepatic lipid accumulation. (A–D) Serum lipid levels in Sec16b+/+ and Sec16b–/– mice after 6 hours of fasting (n = 6–9). (E) Representative gross images and H&E and Oil Red O staining of livers from Sec16b+/+ and Sec16b–/– mice fasted for 6 hours (n = 3). Scale bars: 100 μm. (F) Liver/body weight ratio of Sec16b+/+ and Sec16b–/– mice fasted for 6 hours (n = 6–9). LW, liver weight. (G–J) Hepatic lipid levels of Sec16b+/+ and Sec16b–/– mice fasted for 6 hours (n = 6–9). (K–N) Serum lipid levels in control (Sec16bfl/fl [F/F]) and LKO (Sec16bfl/fl, Albumin-Cre) mice after 16 hours of fasting (n = 7–8). (O and P) FPLC analysis of lipoprotein profiles of serum from male control (F/F) and LKO mice fasted for 16 hours. Serum from 7 mice/group was pooled. (Q and R) Representative gross images (Q) and Oil Red O staining (R) of livers from control (F/F) and LKO mice fasted for 16 hours. Scale bars: 100 μm. (S–W) Liver/body weight ratio and hepatic lipid levels of control (F/F) and LKO mice fasted for 16 hours (n = 6–13). Values are presented as mean ± SEM. Statistical analysis was performed with 2-tailed Student’s t test. *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.
Given that Sec16b is highly expressed in the mouse and human livers (Supplemental Figure 1, A and B), we crossed Sec16b-floxed mice with Albumin-Cre mice to generate liver-specific knockout (Sec16bfl/fl, Albumin-Cre [LKO]) mice. Sec16b mRNA was almost completely depleted in the livers of LKO mice, while the expression of its homolog Sec16a remained unaffected (Supplemental Figure 1D). Similar to whole-body knockout mice, both male and female LKO mice exhibited much lower serum TG and total and free cholesterol levels (~30%–55%), but not NEFA levels compared with control floxed mice after overnight fasting (Figure 2, K–N). Fast protein liquid chromatography (FPLC) analysis of pooled serum from control and LKO mice showed that hepatic Sec16b deletion markedly reduced TG level in the VLDL fraction and cholesterol level in the HDL fraction (Figure 2, O and P). The gross examination revealed changes consistent with lipid accumulation, including pale livers and a higher liver/body weight ratio in LKO mice (Figure 2, Q and S). Lipid accumulation was further confirmed by Oil Red O staining and direct quantification of hepatic lipid content (~45%–100%) (Figure 2, R and T–W). Additionally, lipidomics analysis of livers from overnight fasted control and LKO mice corroborated the increases in TG and diacylglycerol levels but not phospholipids and ceramide (Supplemental Figure 2, A–L). Similar phenotypes were also observed in LKO mice fasted for 6 hours (Supplemental Figure 1, E–H).
SEC16B modulates VLDL lipidation and secretion. The marked reduction in serum lipid levels and hepatic lipid accumulation in LKO mice led us to hypothesize that loss of Sec16b may hinder VLDL secretion from the liver. To directly assess VLDL secretion, we retro-orbitally injected control and LKO mice with Tyloxapol, which blocks VLDL clearance by inhibiting lipoprotein lipase activity and TG hydrolysis. Remarkably, LKO mice showed an approximately 60% reduction in TG secretion (Figure 3A). This decrease in TG output can result from compromised ApoB lipidation and/or impaired VLDL secretion. Electron microscopy of negatively stained VLDL fractions revealed much smaller VLDL particles in LKO mice (Figure 3, B and C), indicating impaired ApoB lipidation. Western blot analysis revealed a reduction in serum ApoB levels in both Tyloxapol-injected and 16 hour fasted LKO mice compared with controls (Figure 3, D and F). To directly quantify ApoB secretion rates, we performed an 35S labeling assay in vivo, which demonstrated that loss of Sec16b reduced ApoB secretion by approximately 25% relative to controls (Figure 3E). Together, these data indicate that hepatic ApoB secretion is impaired in the absence of SEC16B. In contrast, serum albumin levels were comparable between control and LKO (Figure 3F). Moreover, Coomassie blue and silver staining of serum proteins revealed that most proteins were comparable between the 2 groups (Supplemental Figure 3A), indicating that SEC16B is unlikely to play a major role in overall protein secretion. Interestingly, despite the reduced secretion of ApoB into serum, ApoB protein and mRNA levels remained unchanged in LKO livers (Figure 3F and Supplemental Figure 3, B and C).
Figure 3Hepatic Sec16b deficiency impairs ApoB lipidation and VLDL secretion. (A) VLDL-TG secretion in control (F/F) and LKO female mice. Mice were fasted for 4 hours followed by Tyloxapol injection. Serum TG levels were measured at indicated time points (n = 3–5). (B and C) Negative staining and quantification of serum VLDL particle size in control (F/F) and LKO mice as in A. Scale bars: 100 nm. (D) Representative Western blot image and quantification of serum ApoB levels in control (F/F) and LKO mice as in A. (E) Quantification of 35S-labeled ApoB-100 secretion rates in Tyloxapol-injected male and female control (F/F) and LKO mice (n = 5/group). (F) Western blot analysis and quantification of ApoB, albumin, and MTP in the serum and livers of male control (F/F) and LKO mice after 16 hours of fasting. (G) Electron microscopy analysis of liver sections from male control (F/F) and LKO mice after 16 hours of fasting (n = 3). Red arrowheads indicate VLDL secretory vesicles. Yellow arrows indicate LDs in the ER. Scale bars: 400 nm. (H) Western blot analysis of ApoB in whole lysate, ER, and Golgi fractions of livers from control (F/F) and LKO mice after 16 hours of fasting. (I) TG levels in the ER and Golgi fractions of livers from male control (F/F) and LKO mice fasted for 16 hours (n = 5). Values are presented as mean ± SEM. Statistical analysis was performed with 2-tailed Student’s t test (D, E [slope], F, and I) and 2-way ANOVA (A and E). *P < 0.05, **P < 0.01, ****P < 0.0001.
To assess the relevance to humans, we knocked down SEC16B in Huh7 human liver cells using shRNA. Consistent with our mouse data, SEC16B knockdown reduced ApoB secretion into the medium by approximately 50% (Supplemental Figure 4A), concomitant with ApoB accumulation in cell lysate, suggesting that SEC16B also regulates ApoB secretion in humans.
ApoB undergoes 2 stages of lipidation: an initial lipidation facilitated by MTP and a poorly understood bulk lipidation (9). We next investigated whether Sec16b deficiency affects the abundance and function of MTP. Western blot and real-time RT-PCR analysis showed no difference in MTP protein and mRNA levels in control and LKO livers (Figure 3F and Supplemental Figure 3, B and C). Direct measurement of neutral lipid transfer activity from microsomes isolated from mouse livers and Huh7 cells revealed no significant differences between groups (Supplemental Figure 4, B–D). Additionally, SEC16B knockdown reduced ApoB secretion to a similar extent in both DMSO and MTP inhibitor Lomitapide-treated Huh7 cells (Supplemental Figure 4A). Interestingly, ApoB accumulated in DMSO-treated but not Lomitapide-treated cells (Supplemental Figure 4A), likely because ApoB and MTP expression was decreased in Lomitapide-treated SEC16B-knockdown cells (Supplemental Figure 4, E and F). To further determine whether MTP mediates the ApoB secretion defect caused by SEC16B deficiency, we overexpressed MTP in control and SEC16B-knockdown cells and assessed ApoB secretion. MTP overexpression enhanced ApoB secretion to a comparable level in both control and knockdown cells (Supplemental Figure 4G). Together, these findings suggest that SEC16B likely regulates ApoB secretion in a manner at least partially distinct from MTP-mediated initial lipidation.
To gain further insight into the mechanism underlying defective VLDL secretion in Sec16b-LKO mice, we conducted electron microscopy analysis on control and LKO liver samples. In control hepatocytes, lipoprotein particles were easily visualized in the secretory vesicles and Golgi (red arrowheads, Figure 3G). In contrast, lipoprotein particles were much smaller and less stained in the secretory vesicles of LKO hepatocytes, further corroborating poor ApoB lipidation in the absence of SEC16B. Notably, we did not detect prominent lipoprotein particles in the Golgi of LKO hepatocytes. Instead, an increase in ER luminal LDs was observed in LKO hepatocytes (yellow arrows, Figure 3G). To further investigate if SEC16B regulates the intracellular trafficking of VLDL particles, we isolated ER and Golgi fractions from control and LKO livers and analyzed ApoB and TG levels in them. Interestingly, we found increased levels of ApoB-100 in the ER fractions of LKO livers (Figure 3H), suggesting that loss of Sec16b likely blocks the trafficking of ApoB from ER to Golgi. Meanwhile, we observed a trend toward a modest increase in TG content in the ER fractions of LKO livers (Figure 3I). These data demonstrate that SEC16B likely regulates VLDL production by facilitating both ApoB lipidation and trafficking to the Golgi in hepatocytes.
Knockdown of SEC16B impairs the interaction between SEC13 and SEC31A, thereby disrupting COPII assembly and ApoB secretion. VLDL intracellular trafficking is mediated by specialized COPII-coated vesicles that are assembled at designated ER exit sites (ERESs) (27). To investigate the molecular mechanisms by which SEC16B regulates VLDL secretion, we measured the protein levels of COPII components in LKO livers and SEC16B knockdown Huh7 cells. Notably, most of these proteins were upregulated in LKO livers and SEC16B-knockdown Huh7 cells (Supplemental Figure 5, A–C). Consistent with its localization to the ERES (28), SEC16B showed almost complete colocalization with COPII components, including SEC31A, SEC23A, and SEC24B, in Huh7 cells (Supplemental Figure 5, D–F). Interestingly, SEC13 only partially colocalized with SEC16B or other COPII components (Supplemental Figure 5, D–F), likely because SEC13 is also a component of the nuclear pore complex and the GATOR complex (29–31).
COPII complex assembly is initiated by the activation of SAR1, which transitions from a GDP-bound to a GTP-bound state (32, 33). Immunofluorescence analysis using an antibody specific for the GTP-bound SAR1 revealed significantly elevated SAR1-GTP levels in SEC16B-knockdown Huh7 cells and LKO hepatocytes (Figure 4, A and B), indicating enhanced initiation of COPII vesicle assembly. To further investigate the involvement of SEC16B in SAR1 and COPII-mediated VLDL secretion, we attempted to overexpress SAR1 in Huh7 cells. Of the 2 SAR1 paralogs, SAR1B is well established as a key mediator of lipoprotein secretion (34), whereas SAR1A shares partially overlapping functions in COPII-mediated lipoprotein secretion (34, 35). Interestingly, only SAR1A, but not SAR1B, could be robustly overexpressed in Huh7 cells (data not shown). Nevertheless, SAR1A overexpression significantly increased ApoB production and secretion in control Huh7 cells (Figure 4C). In contrast, SEC16B knockdown completely abolished the SAR1A-induced increase in ApoB secretion (Figure 4C), indicating that SEC16B is essential for COPII-mediated VLDL trafficking.
Figure 4SEC16B modulates the interaction between SEC13 and SEC31A, thereby promoting ApoB secretion. (A) Immunostaining and quantification of relative intensity of SAR1-GTP (red) in shCON and shSEC16B Huh7 cells cultured in DMEM+OA for 6 hours. Scale bars: 8 μm. (B) Immunostaining and quantification of relative intensity of SAR1-GTP (red) in F/F and LKO primary hepatocytes cultured in maintenance medium. Scale bars: 8 μm. (C) Representative Western blot images and quantification of ApoB levels in the cell lysate and medium of shCON and shSEC16B Huh7 cells cultured in DMEM+OA for 16 hours. Cells were transfected with vector control or SAR1A-HA (n = 4). (D–F) Colocalization (D) and Pearson’s coefficients (E and F) of endogenous SEC31A (purple), SEC24B (red), and exogenous SEC23A (green) in shCON and shSEC16B Huh7 cells transfected with eGFP-SEC23A and cultured in DMEM+OA for 6 hours (n = 3). Scale bars: 8 μm. (G and H) Colocalization (G) and Pearson’s coefficients (H) of endogenous SEC24B (green) and SEC31A (red) in shCON and shSEC16B Huh7 cells cultured in DMEM+OA for 6 hours (n = 3). Scale bars: 8 μm. (I and J) Colocalization (I) and Pearson’s coefficients (J) of endogenous SEC13 (green) and SEC31A (red) in shCON and shSEC16B Huh7 cells cultured in DMEM+OA for 6 hours (n = 3). Scale bars: 8 μm. (K and L) Co-IP (K) and quantification (L) of SEC31A interaction with SEC13 in shCON and shSEC16B Huh7 cells cultured in DMEM+OA for 6 hours. The relative interaction levels between SEC31A and SEC13 were determined by normalizing the SEC13 signal to the SEC31A signal within the immunocomplex (n = 3). (M) SEC16B-FLAG and HA-SEC13 co-IP assay in HEK293T cells (n = 3). (N) Colocalization and Pearson’s coefficients of exogenous SAR1A (green) and endogenous SEC31A (red) in shCON and shSEC16B Huh7 cells transfected with SAR1A-HA and cultured in DMEM+OA for 6 hours (n = 3). Scale bars: 8 μm. Values are presented as mean ± SEM or as violin plots. Statistical analysis was performed with 2-way ANOVA (C) or 2-tailed Student’s t test (A, B, E, F, H, J, L, and N). *P < 0.05, ***P < 0.001, ****P < 0.0001.
Upon activation, SAR1 recruits SEC23 and SEC24 to form the inner layer of the COPII coat, followed by the assembly of the outer layer composed of SEC13 and SEC31 (33). SEC16B knockdown did not affect the association between SEC24B and SEC23A, nor the colocalization between the inner and outer coat components, including SEC31A with SEC24B, and SEC31A with SEC23A (Figure 4, D–H). In contrast, SEC16B knockdown impaired the association and interaction between the outer coat components SEC13 and SEC31A (Figure 4, I–L). In yeast, SEC16 interacts with SEC13 through its central conserved domain (36, 37). Given that SEC16B shares a similar central conserved domain with yeast SEC16 (28), we hypothesized that SEC16B may interact with SEC13 in mammals. Indeed, co-IP analysis revealed an interaction between SEC16B and SEC13, but not with SAR1A or SEC23A (Figure 4M and Supplemental Figure 5, G and H). These data suggest that SEC16B selectively modulates the assembly of the COPII outer coat complex, likely by interacting with SEC13.
Once the inner and outer COPII coats are fully assembled, SAR1-GTP is hydrolyzed by SEC23, a process accelerated by the outer layer complex (38). This GTP hydrolysis is a crucial step for COPII vesicle scission and release. Our observations of impaired outer coat assembly and elevated SAR1-GTP levels in SEC16B-knockdown cells suggest that COPII vesicle release may be compromised in the absence of SEC16B. Consistent with this, the association between SEC31A and SAR1A was markedly increased in SEC16B-knockdown Huh7 cells (Figure 4N), indicating defective vesicle release. To directly visualize COPII dynamics, we performed time-lapse microscopy to track the movement of GFP-SEC13–labeled puncta in control and SEC16B-knockdown cells (Supplemental Videos 1–6). Quantitative analysis of the puncta trajectories revealed significant reduction in mean and maximal speed and displacement, as well as a trend toward decreased total travel distances in SEC16B-knockdown cells (Supplemental Figure 6, A–D). Furthermore, the proportion of moving puncta was also significantly reduced in knockdown cells (Supplemental Figure 6, E and F). Taken together, these findings suggest that SEC16B promotes VLDL secretion by modulating COPII assembly and its intracellular trafficking, potentially through mediating the interaction between SEC31A and SEC13.
SEC16B controls hepatic LD expansion. Impaired VLDL secretion typically leads to LD formation and steatosis in hepatocytes. Histological analysis revealed characteristics of microvesicular steatosis in the livers of both male and female LKO mice after overnight fasting, as manifested by distended hepatocytes with central nuclei and white, foamy-appearing cytoplasm (Figure 5A). Microvesicular steatosis tends to have small LDs, leading us to consider whether Sec16b deletion affects LD size. Electron microscopy analysis and quantification of LD size revealed that LKO hepatocytes indeed contained a greater number of smaller LDs than controls (Figure 5, B–E).
Figure 5SEC16B controls LD expansion in the liver. (A) Representative H&E staining of livers from control (F/F) and LKO mice fasted for 16 hours (n = 4). Scale bars: 100 μm. (B and C) Representative electron microscopy (EM) images and quantification of LD diameter in the livers of male control (F/F) and LKO mice fasted for 16 hours (n = 3). Scale bars: 6 μm. (D and E) Percentage of giant LDs (diameter > 2 μm) and the relative frequency of LD size in the livers of male control (F/F) and LKO mice fasted for 16 hours. (F) Representative H&E staining of livers from 8-week-old male control (F/F) and LKO mice fed an HFD, HCD, and WD for 6–12 weeks (n = 3). Scale bars: 200 μm. (G–I) Representative EM images, quantification, and relative frequency of LD size in the livers of WD-fed male control (F/F) and LKO mice (n = 3). Scale bars: 8 μm. (J–L) Representative images, quantification, and relative frequency of LD size in male WT and Sec16b transgenic (Tg) primary hepatocytes treated with 200 μM OA (n = 3). Scale bars: 20 μm. (M–O) Representative images, quantification, and relative frequency of LD size in shCON and shSEC16B Huh7 cells treated with 200 μM OA (n = 3). Scale bars: 10 μm. Values are presented as mean ± SEM or as violin plots. Statistical analysis was performed with 2-tailed Student’s t test (D) or Mann-Whitney test (C, H, K, and N). ****P < 0.0001.
Next, we challenged the mice with different diets known to promote lipid accumulation in the liver, including high carbohydrate diet (HCD), HFD, and Western diet (WD). Interestingly, chronic dietary challenges had minimal impacts on serum or hepatic TG or NEFA levels (Supplemental Figure 7, A–C), likely due to their dynamic regulation by different organs, such as liver, intestine, and adipose tissues. In contrast, serum cholesterol levels remained significantly reduced in LKO mice fed these diets (Supplemental Figure 7, A–C). Histological analysis showed that LKO livers exhibited prominent microvesicular steatosis without noticeable LDs (Figure 5F). Electron microscopy analysis of WD-fed mouse livers revealed much smaller LDs in LKO mice compared with control mice (Figure 5, G–I). Conversely, overexpression of Sec16b in mouse primary hepatocytes increased LD size (Figure 5, J–L). To further investigate whether SEC16B regulates LD size in humans, we knocked down SEC16B expression in Huh7 cells and observed significantly smaller LDs upon oleic acid treatment (Figure 5, M–O). These data indicate that SEC16B is both necessary and sufficient to modulate LD size in the liver.
SEC16B partially localizes to ER-LD contact sites and controls protein targeting to LDs. LDs are classified into 3 types based on their subcellular localization: cytoplasmic, nuclear, and ER luminal LDs (13). To examine if SEC16B affects a specific subset of LDs, we stained for PLIN2, a marker of cytoplasmic LDs, in SEC16B-knockdown Huh7 cells and LKO hepatocytes. The results showed that most LDs were PLIN2 positive in both control and knockdown or LKO cells, suggesting that the majority of LDs are cytoplasmic and that Sec16b deficiency does not alter PLIN2 localization (Supplemental Figure 8, A and B).
The size of cytoplasmic LDs can be regulated by various processes, including lipid biosynthesis/uptake, TG/VLDL secretion, and LD catabolism and growth (13, 39). Considering that Sec16b deficiency impairs VLDL secretion, which would theoretically lead to increased lipid accumulation and larger LD formation, the presence of smaller LDs in LKO hepatocytes is unlikely caused by impaired VLDL secretion. Gene expression analysis showed no significant differences in the expression of SREBP-1c and its downstream lipogenic genes or lipid hydrolysis genes after overnight fasting (Supplemental Figure 3, B–D), suggesting that these pathways are unlikely to account for the smaller LDs in the absence of SEC16B. Similarly, the expression of most known genes involved in LD expansion, such as cell death inducing DFFA like effector (Cide) family members, diacylglycerol O-acyltransferase 2 (Dgat2), glycerol 3-phosphate acyltransferase 4 (Gpat4), and acyl-CoA synthetase long-chain family member 3 (Acsl3), was not significantly altered between control and LKO livers, except for a modest change in Cideb and Calsyntenin 3β (Clstn3b) mRNA levels in male LKO mice (Supplemental Figure 3, B and C). Western blot analysis of whole liver lysates showed no change in GPAT4 protein levels and a trend toward slightly decreased DGAT2 and CIDEB protein levels in LKO livers (Supplemental Figure 8D). These data suggest that the effect of Sec16b deficiency on LD expansion is unlikely to be driven by altered gene expression.
To further elucidate the mechanism by which SEC16B controls LD size, we first examined the subcellular localization of SEC16B. Immunofluorescence staining revealed that SEC16B was partially localized to the surface of LDs in Huh7 cells (Figure 6, A and B). Notably, costaining with the ER marker KDEL and LDs showed that some SEC16B signals were localized to the contact sites between the ER and LDs (Figure 6C). Additionally, SEC16B partially overlapped with PLIN2 surrounding LDs (Supplemental Figure 8C). To validate this observation, we fractionated liver samples from FLAG-tagged Sec16b transgenic mice. Western blot analysis demonstrated the enrichment of SEC16B in both LD and total membrane fractions with high ER content, as indicated by ER membrane marker CALNEXIN (Figure 6D). Given that ER-LD contact sites mediate protein and lipid transfer between the organelles (13, 40–42), we hypothesized that SEC16B localizes to ER-LD contact sites and facilitates the translocation of LD-associated proteins to LDs, thereby modulating LD expansion. Indeed, silver staining revealed that protein levels normalized to TG content were reduced in LDs purified from LKO livers compared with controls (Supplemental Figure 8E). Interestingly, Western blot analysis showed that CIDEB, but not PLIN2 or CALNEXIN, was reduced in LDs from LKO livers normalized to either TG content or total proteins (Supplemental Figure 8, F and G), suggesting that SEC16B may facilitate the translocation of selected proteins to LDs.
Figure 6SEC16B localizes to ER-LD contact sites and controls protein targeting to LDs. (A) Confocal microscopy image of 6-hour OA-treated Huh7 cells transfected with SEC16B-FLAG (green) and costained with LDs (red) (n = 3). (B) Confocal microscopy image of 16-hour OA-treated Huh7 cells transfected with SEC16B-FLAG (red) and costained with LDs (blue) (n = 3). (C) Confocal microscopy images of 6-hour OA-treated Huh7 cells transfected with SEC16B-FLAG (purple) and costained with LDs (red) and KDEL (green) (n = 3). Scale bars: 10 μm (A–C). (D) Western blot analysis of subcellular fractions from the livers of Sec16b-3XFLAG-transgenic male mice. (E) Gene Ontology–Cellular Component enrichment analysis of downregulated proteins on LDs from male LKO mice compared with controls. Proteins labeled in red have been reported to localize to both ER and LDs and are associated with LD size (n = 4–6). (F) Confocal microscopy analysis of 6-hour OA-treated shCON and shSEC16B Huh7 cells transfected with HA-tagged ACSL3, GPAT4, DGAT2, and CIDEB (green) and costained with LDs (red) (n = 3). Original magnification, ×2.5.
Next, we performed proteomics analysis on LDs isolated from control and LKO mouse livers. As expected, the majority of significantly downregulated proteins were associated with LDs and/or ER (Figure 6E). Remarkably, proteins such as ACSL3, GPAT4, DGAT2, and CIDEB have been previously reported to translocate to LDs and promote their expansion (15, 43, 44). To visualize if SEC16B regulates their translocation, we overexpressed these proteins tagged with HA in control and SEC16B-knockdown Huh7 cells and performed immunofluorescence analysis upon oleic acid treatment. Knockdown of SEC16B dramatically reduced the colocalization of these proteins with LDs (Figure 6F). Taken together, these findings demonstrated that SEC16B is a regulator of LD expansion through selectively modulating the translocation of LD-associated proteins.
Constitutive Sec16b knockout ameliorates atherosclerosis. Genetic, epidemiologic, and clinical studies have established that hyperlipidemia, particularly elevated LDL-C, is a key risk factor for atherosclerosis (6, 45, 46). Given that Sec16b deficiency markedly reduces serum lipid levels, we investigated whether loss of Sec16b affects atherogenesis. To induce atherosclerosis in mice, we crossed Sec16b–/– mice with Ldlr–/– mice to generate Sec16b+/+Ldlr–/– (control) and Sec16b–/–Ldlr–/– (DKO) mice and fed them a WD for 12 weeks. Both male and female mice in the control and DKO groups exhibited similar blood glucose levels and liver/body weight ratios (Supplemental Figure 9, B and C). Body weight was comparable in male mice, whereas female DKO mice showed a trend toward increased body weight (P = 0.053) (Supplemental Figure 9A). As expected, deletion of Ldlr combined with WD feeding led to an approximately 10-fold increase in serum TG, cholesterol, and free cholesterol levels. Notably, serum TG and total and free cholesterol levels were significantly reduced by approximately 30%–50% in both male and female DKO mice compared with control mice, while NEFA levels remained comparable between the groups (Figure 7, A–D). FPLC analysis revealed a dramatic reduction in VLDL-TG, as well as VLDL-C and LDL-C, in DKO serum compared with controls (Figure 7, E and F). These data also suggest that Sec16b deficiency–induced serum lipid reduction is independent of LDLR-mediated lipid uptake.
Figure 7Whole-body Sec16b knockout protects against hyperlipidemia and atherosclerosis in Ldlr null mice. (A–D) Serum lipid levels of 8-week-old Sec16b+/+ Ldlr–/– and Sec16b–/– Ldlr–/– mice fed a WD for 12 weeks (n = 8–13). (E and F) FPLC analysis of lipoprotein profiles of serum from 8-week-old male Sec16b+/+ Ldlr–/– and Sec16b–/– Ldlr–/– mice fed a WD for 12 weeks. Serum from 7 mice/group was pooled. (G–I) Representative images of aorta (G), en face aortic arch (H), and aortic root section (I) from 8-week-old Sec16b+/+ Ldlr–/– and Sec16b–/– Ldlr–/– mice fed a WD for 12 weeks (n = 8–12 in G and H; n = 10 in I). Scale bars: 1 mm (G and H), 200 μm (I). (J–L) Quantifications of aortic lesion areas in G–I. Values are presented as mean ± SEM. Statistical analysis was performed with 2-tailed Student’s t test. **P < 0.01, ***P < 0.001, ****P < 0.0001.
The evaluation of atherosclerotic plaques revealed much smaller aortic lesion area in both male and female DKO mice than controls (Figure 7, G and J). The reduction in plaque area was further confirmed by Oil Red O staining of the en face aortic arch (Figure 7, H and K) and aortic root sections (Figure 7, I and L). A potential concern with reducing hyperlipidemia by blocking VLDL secretion is the risk of lipid accumulation in the liver, which could lead to MASLD. Indeed, DKO mice exhibited an approximately 60% increase in hepatic TG compared with control mice, while other lipid levels were not altered (Supplemental Figure 9, F–I). Despite more microvesicular steatosis in DKO livers from histological analysis (Supplemental Figure 9D), similar levels of inflammation and fibrosis were observed when compared with control mice (Supplemental Figure 9, D and E). Consistently, the mRNA levels of inflammatory genes (Tnfa, F4/80, and Il1b) and fibrogenic genes (Col1a1, Col3a1, and Tgfb) were not altered in DKO mice (Supplemental Figure 9J). Furthermore, no increases in alanine transaminase (ALT) and aspartate transaminase (AST) levels were detected in DKO mice compared with controls (Supplemental Figure 9, K and L). Thus, Sec16b deficiency ameliorates atherosclerosis progression without causing noticeable lipotoxicity in the liver.
Acute deletion of hepatic Sec16b delays atherosclerosis progression. To investigate whether acute deletion of Sec16b can mitigate atherosclerosis development and serve as a therapeutic strategy, we crossed Sec16bfl/fl mice with Ldlr–/– mice to generate Sec16bfl/flLdlr–/– mice. These mice were fed a WD for 6 weeks to initiate atherosclerosis development, followed by retro-orbital injection with either eGFP or CRE AAV driven by a liver-specific TBG promoter and then continued on the WD for an additional 6 weeks (Supplemental Figure 10A). No significant differences in body weight or blood glucose levels were observed between eGFP AAV– and CRE AAV–injected mice, regardless of sex (Supplemental Figure 10, B and C). Both male and female mice receiving CRE AAV exhibited approximately 20%–60% reductions in serum TG and total and free cholesterol levels compared with those injected with eGFP (Figure 8, A–C). In contrast, NEFA levels were only reduced in male mice (Figure 8D). Consistently, serum from CRE AAV–injected mice appeared relatively clear compared with the more milky serum of eGFP AAV–injected mice (Figure 8E). FPLC analysis revealed markedly lower TG and cholesterol levels in the VLDL and LDL fractions of CRE AAV–treated mice (Figure 8, F and G).
Figure 8Hepatic Sec16b deficiency ameliorates hyperlipidemia and atherosclerosis in Ldlr-null mice. (A–D) Serum lipid levels in 12-week WD-fed Sec16bfl/fl (F/F) Ldlr–/– mice receiving eGFP or CRE AAV (n = 11–14). (E) Gross image of serum from 12-week WD-fed male Sec16bfl/fl (F/F) Ldlr–/– mice receiving eGFP or CRE AAV. (F and G) FPLC analysis of lipoprotein profiles in serum from 12-week WD-fed male Sec16bfl/fl (F/F) Ldlr–/– mice receiving eGFP and CRE AAV. Serum from 7 mice/group was pooled. (H–J) Representative images of aorta (H), en face aortic arch (I), and aortic root section (J) from 12-week WD-fed Sec16bfl/fl (F/F) Ldlr–/– mice receiving eGFP or CRE AAV (n = 11–13 in H; n = 8–9 in I; n = 6–7 in J). Scale bars: 1 mm (H and I), 200 μm (J). (K and L) Representative images of CD68 immunostaining (K) and Sirius Red staining (L) of aortic root section from 12-week WD-fed Sec16bF/F (F/F) Ldlr–/– mice receiving eGFP or CRE AAV (n = 5–7). Scale bars: 200 μm. (M–R) Quantification of aortic lesion areas in H–J and percentage of CD68+ macrophages, necrotic core area, and collagen content in aortic root lesions in K and L. Values are presented as mean ± SEM. Statistical analysis was performed with 2-tailed Student’s t test. *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.
Aortic lesion areas were dramatically reduced in both male and female mice receiving CRE AAV, as evidenced by direct measurement of plaque area (Figure 8, H and M) and Oil Red O staining of the en face aortic arch (Figure 8, I and N) and aortic root sections (Figure 8, J and O). Next, we analyzed plaque composition by assessing macrophage and collagen contents. CD68 immunostaining revealed that the percentage of macrophage area relative to the lesion area was comparable between eGFP and CRE AAV–injected mice (Figure 8, K and P). Sirius Red staining demonstrated reduced collagen content in the lesions of CRE AAV–injected male mice, but not in female mice (Figure 8, L and R). Quantification of the necrotic core area, an indicator of plaque stability, showed no difference between eGFP- and CRE-injected mice, indicating comparable plaque stability between groups (Figure 8Q). Moreover, the necrotic cores comprised a relatively small fraction of the lesion area (~2%), suggesting an early stage of atherosclerosis. These data demonstrated that plaque composition remains largely unchanged between groups, suggesting that hepatic Sec16b deficiency reduces plaque burden without modulating the inflammatory status of the atherosclerotic lesion.
Next, we assessed the effect of acute Sec16b deletion on the liver. The liver/body weight ratio was slightly increased in male CRE AAV–injected mice but not in females (Supplemental Figure 10D). Lipid analysis showed elevated hepatic TG but no changes in other lipids in both male and female CRE AAV–treated mice (Supplemental Figure 10, E–H). H&E staining revealed more microvesicular steatosis in both male and female CRE AAV–injected mice (Supplemental Figure 10K), while eGFP AAV–injected mice exhibited macrovesicular steatosis. Additionally, male mice receiving CRE AAV showed reduced inflammation (Supplemental Figure 10K), which was further supported by decreased mRNA levels of inflammatory genes (Tnfa and Il1b) (Supplemental Figure 10I). Interestingly, the mRNA levels of fibrogenic genes (Col1a1 and Col3a1) were downregulated in female CRE AAV–injected mice (Supplemental Figure 10J). Moreover, there was no discernible difference in fibrosis between CRE AAV– and eGFP AAV–injected mice of either sex, as assessed by Sirius Red staining (Supplemental Figure 10L). In agreement with the absence of noticeable liver damage, there was no difference in ALT and AST levels between eGFP AAV– and CRE AAV–injected mice (Supplemental Figure 10, M and N). Consistent with the observations in LKO mice, Sec16b knockout also reduced LD size in the livers of Ldlr–/– mice (Supplemental Figure 10, O and P). These data suggest that SEC16B may represent a potential therapeutic target for hyperlipidemia and atherosclerosis.
Hepatic Sec16b deletion does not affect disease progression in mouse models of metabolic dysfunction–associated steatohepatitis. To further investigate whether Sec16b deficiency influences the progression of MASLD or metabolic dysfunction–associated steatohepatitis (MASH), we fed Sec16b-LKO mice a MASH-inducing diet that has been shown to closely recapitulate human MASH in mouse livers (47, 48). After 24 weeks of diet feeding, severe steatosis but only mild fibrosis were observed (Supplemental Figure 11, A and B). More pronounced fibrosis was developed in mice subjected to 50 weeks of diet feeding or 24 weeks of MASH diet feeding combined with CCI4 treatment. However, regardless of the feeding regimen or CCI4 treatment, both control and LKO mice exhibited similar levels of steatosis, fibrosis, and inflammation in the liver (Supplemental Figure 11, A and B). Moreover, the mRNA expression of inflammatory genes (Tnfa, F4/80, and Il1b) and fibrogenic genes (Col1a1, Col3a1, and Tgfb) remained unchanged in LKO mice compared with controls (Supplemental Figure 11C). Consistent with other chronic dietary challenges, serum or hepatic TG or NEFA levels were not altered in LKO mice upon MASH diet feeding (Supplemental Figure 11D). Interestingly, serum cholesterol levels were significantly reduced in LKO mice only after 24 weeks of MASH diet feeding (Supplemental Figure 11D), likely due to severe liver injury and impaired hepatic function caused by prolonged MASH diet exposure. Nevertheless, liver enzyme activities (ALT and AST) were found to be comparable between control and LKO mice (Supplemental Figure 11E). These findings demonstrated that SEC16B is unlikely to play a substantial role in the development of MASLD and MASH.
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