Background
Protein posttranslational modification (PTM) is a dynamic, reversible modification process, and is one of the two main mechanisms that enable the expansion of proteomic diversity [
1]. Hundreds of PTMs have been discovered, including phosphorylation, methylation, acetylation, glycosylation, succinylation, biotinylation, ubiquitination, SUMOylation, propionylation, butyrylation, lactylation, etc. [
2‐
4]. Succinylation of lysine is an evolutionarily conserved PTM whereby succinyl groups are transferred from succinyl-CoA to the specific alpha-amino of lysine [
5]. In 2011, succinylation was first shown as a naturally occurring PTM on lysine residues in bacteria [
6]. Since then, numerous studies discovered proteins that are targeted by succinylation [
7]. For example, the succinylation of uncoupling protein 1 (UCP1), a key enzyme in brown adipose tissue thermogenesis, leads to a decrease in its stability and activity, while the increase in the succinylation of UCP1 leads to impaired mitochondrial enzyme activity and respiratory function [
8]. Under nutrient deficiency, succinylated pyruvate kinase M2 (PKM2) can migrate into mitochondria and bind to voltage-dependent anion channel 3 (VDAC3) to improve mitochondrial permeability and thereby generate more ATP to promote cell survival [
9]. Strikingly, lysine acetyltransferase 2A (KAT2A) and carnitine palmitoyltransferase 1A (CPT1A) were recently uncovered as succinylating enzymes [
10‐
12]. However, the role of lysine succinylation in GC remains poorly understood. Our previous results showed that succinylation was more a consistent protein modification than crotonylation and acetylation in GC and adjacent tissues, and succinylation of S100A10 by CPT1A promoted human gastric cancer (GC) invasion [
13].
Changes in energy metabolism are one of the characteristics of tumor cells. Malignant cells are inclined to obtain energy for rapid growth and reproduction through glycolysis even under aerobic conditions. This phenomenon is called aerobic glycolysis, or Warburg effect [
14,
15]. Lactate dehydrogenase A (LDHA) is a key enzyme in aerobic glycolysis, and is mainly expressed in skeletal muscle, where it preferentially converts pyruvate to lactic acid and NADH to NAD
+ [
16,
17]. LDHA is also highly expressed in a variety of tumors, including GC, esophageal cancer, pancreatic cancer, cholangiocarcinoma, breast cancer, cervical cancer, renal cell cancer, lymphoma, and neuroblastoma [
18‐
22]. High expression of LDHA is often associated with poor prognosis and high metastasis rate [
19]. Therefore, LDHA is considered a promising new target in the prevention and treatment of tumors [
23,
24].
In this study, we aimed to explore the role of lysine succinylation in GC and identify succinylated targets that could be associated with cancer progression and prognosis. To this aim, we performed quantitative lysine succinylome analysis in human GC tissues and adjacent normal tissues using TMT labeling and affinity enrichment followed by high-resolution LC-MS/MS analysis. Moreover, we investigated the mechanism underlying high expression of LDHA in GC.
Methods
GC samples
The tumor samples in this study were taken from seven patients with primary gastric adenocarcinoma who had not received chemotherapy or any other treatment before surgery and were surgically removed with the patient’s informed consent. The patients were from the Second Affiliated Hospital of Nanjing Medical University (Jiangsu, China). This study was approved by the Hospital Ethics Committee of the Second Affiliated Hospital of Nanjing Medical University and carried out in accordance with the principles of the Declaration of Helsinki.
Proteomic quantification of lysine Succinylation
The corresponding tumor and adjacent normal tissues obtained from the patients were used to quantify dynamic changes of lysine succinylome in PTM Biolabs (Hangzhou, China). The experiment included TMT labeling, HPLC fractionation, affinity enrichment, and mass spectrometry-based quantitative proteomics. Intensive bioinformatic analysis was then carried out to annotate the quantifiable targets, including protein annotation, functional classification, functional enrichment, functional enrichment-based cluster analysis, etc.
RNA isolation and qPCR
Total RNA was extracted using TRIzol reagent (Invitrogen, Carlsbad, CA, USA) and transcribed into cDNA using the reverse transcription kit (Takara Biotechnology, Beijing, China) following the manufacturers’ instructions. RNA was analyzed using real-time qPCR with SYBR Green PCR Master mix (Roche Applied Science, Mannheim, Germany) on a StepOnePlus™ real-time PCR System (Applied Biosystems, Foster City, CA, USA). The relative gene expression was normalized to GAPDH. Specific primer sets used for this assay included LDHA (forward: GGA TCT CCA ACA TGG CAG CCT T, reverse: AGA CGG CTT TCT CCC TCT TGC T), and GAPDH (forward: TTG CCA TCA ATG ACC CCT TCA, reverse: CGC CCC ACT TGA TTT TGG A).
Immunohistochemical analysis
The tissues were fixed in 10% formalin, and then embedded in paraffin. The specific steps were performed as previously described [
13]. Rabbit polyclonal antibodies against the human LDHA K222-succinylated peptide, PDLGTDK (suc) DKEQWK, were generated from two rabbits (#1 and #2) at ChinaPeptides Co., Ltd. (Shanghai, China). For immunohistochemical staining, 5-μm-thick serial sections were used to prepare the slides. Antigen retrieval was performed with 10 mM citrate antigen retrieval solution (CW Biotech, Beijing, China). Anti-LDHA (#3582S, Cell Signaling Technology, Danvers, MA, USA) and anti-LDHA-K222suc antibodies was used at a dilution of 1:400. The immunostaining index was based on the staining intensity and percentages of positively stained tumor cells. The intensity was scored between 0 and 3: 0 (no staining), 1 (weak staining), 2 (moderate staining), and 3 (strong staining). The percentages of positively stained tumor cells were defined as 0 (< 10%), 1 (10 –30%), 2 (31 –50%), and 3(> 50% of positive cells) [
25]. The staining index was then calculated as the score of staining intensity multiplied by the percentage of positively stained tumor cells. Tumor stage was classified according to the seventh edition of the UICC/AJCC TNM staging system.
Cell culture and treatment
AGS, HGC27, B16-F10, and 293 T cells were purchased from Shanghai Cafa Biological Technology Co. Ltd. (Shanghai, China), tested negative for mycoplasma, and authenticated by Genetic Testing Biotechnology Corporation (Suzhou, China) using short tandem repeat markers. The cells were cultured in Dulbecco’s Modified Eagle Medium (DMEM; Invitrogen, Carlsbad, CA, USA) supplemented with 10% fetal bovine serum (FBS; Gibco, Grand Island, NY, USA) and 1% penicillin/streptomycin (Thermo Scientific, Waltham, MA, USA), and maintained in a humidified incubator at 37 °C with 5% CO2. The following reagents were used to treat the cells: MG132 (10 mM, #S2619, Selleck, Shanghai, China), cycloheximide (CHX, 10 μg/ml, #HY-12320, Selleck, Shanghai, China), Bafilomycin A1 (Baf-A1, 20 nM, #S1413, Selleck, Shanghai, China) and chloroquine (50 μM, #C6628, Sigma, St. Louis, MO, USA).
Generation of stable cell lines
The stable cell lines were generated using lentivirus system. Briefly, the genes were cloned into the specific vector pLJM1, and then transfected into HEK293T cells using Lipofectamine 3000 reagent. Lentiviral supernatants were harvested from HEK293T cells and mixed together with 8 μg/mL of polybrene to increase the infection efficiency. The infected cancer cells were then selected in culture media containing 2 μg/ml of puromycin for 2 weeks.
Immunofluorescence staining for colocalization study
AGS cells (5 × 105) were seeded and cultured in 12-well plates in the presence or absence of BafA1 for 24 h. Then, the cells were fixed with 4% paraformaldehyde for 15 min, washed three times with PBS for 5 min, and permeabilized with 0.1% Triton x-100 for 10 min. After blocking for 1 h in 3% bovine serum albumin (BSA) at 37 °C, the cells were incubated overnight at 4 °C with primary antibodies anti-LDHA (#3582S, Cell Signaling Technology, Danvers, MA, USA) and anti-SQSTM1/p62 (#88588S, Cell Signaling Technology). Subsequently, the secondary antibodies were added for 1 h at 37 °C followed by counterstaining with DAPI. The cells were then observed and photographed under the confocal microscope (Olympus FV-1000).
Plasmid construction and cell transfection
Full-length WT cDNA or cDNA with point mutations of the LDHA gene was synthesized (Wuxi Qinglan Biotech. Inc., Yixing, China) and cloned into indicated vectors including pRF-FLAG or pRF-HA (kindly obtained from Prof. Hongbing Shu). CPT1A and KAT2A cDNA plasmids were purchased from Sino Biological (Beijing, China) and subsequently cloned into the pRF-FLAG vector. HA tagged ubiquitin (Ub), HA tagged ubiquitin with only K48 (K48) and HA tagged ubiquitin with only K63 (K63) were kindly obtained from Prof. Yongzhong Liu. Lipofectamine 3000 (Invitrogen) was used for cell transfection followed by the manual.
RNA interference analysis
CPT1A shRNA and control shRNA plasmids were purchased from Shanghai Genechem Co., Ltd. (Shanghai, China) and used as before [
13]. The shRNA sequences for
CPT1A are as follows: (#1) TAG CCT TTG GTA AAG GAA T, (#2) ATG TTA CGA CAG GTG GTT T, (#3) CAA CGA TGT ACG CCA AGA T. The transfections were performed with Lipofectamine 3000. The protein samples were collected for WB detection after transfection for 24 h.
Immunoprecipitation
The co-immunoprecipitation (co-IP) assay was performed as described before [
13]. In brief, cells were lysed in co-IP buffer (20 mM Tris, pH 7.5, 150 mM NaCl, 1% Triton X-100, and 1 mM EDTA) containing protease inhibitors (Roche Applied Science, Mannheim, Germany) on ice for 30 min. Then, the cells were centrifuged, and the supernatant was collected, followed by incubation with primary antibodies and GammaBind Plus Sepharose (#17088601; GE Healthcare, Logan, UT, USA) with gentle rocking overnight at 4 °C. The next day, the mixture was pelleted, washed six times with cold 1× co-IP buffer, and then analyzed by western blotting.
Proximity ligation assay (PLA) assay
The Duolink® PLA assay was performed as indicated in the manual. In brief, AGS cells were treated as indicated and stained with mouse anti-SQSTM1 and rabbit anti-LDHA antibodies as described for the immunofluorescent staining. Duolink® PLA was then performed using the anti-rabbit PLUS (#DUO92002, Sigma, St. Louis, MO, USA) and anti-mouse MINUS (#DUO92004, Sigma, St. Louis, MO, USA) probes. Following probe incubation, ligation, and amplification, the cells were observed and photographed under the confocal microscope (Olympus FV-1000).
Western blotting
Total proteins were extracted from GC tissues or cells using RIPA lysis buffer containing protease inhibitor cocktail (Roche Applied Science, Mannheim, Germany). The lysates were mixed with SDS loading buffer, boiled for 8 min, resolved by SDS-PAGE, and then transferred to PVDF membranes (Millipore, Bedford, MA, USA). After blocking with 5% nonfat milk, the membranes were incubated with primary antibodies: anti-LDHA (#3582S, Cell Signaling Technology), anti-HA (clone 3F10, #11867423001, Roche), anti-FLAG M2 (#F1804; Sigma), anti-His TAG (#12698S, Cell Signaling Technology), pan succinyl-lysine antibody (#PTM-401; PTM Bio, Hangzhou, China), anti-β-actin (#4970; Cell Signaling Technology), or anti-CPT1A antibody (#12252; Cell Signaling Technology).
A total of 800 AGS cells stably expressing LDHA or LDHA variants were seeded in 6-well plates, cultured for about 14 days. Then, the cells were fixed with 70% methanol and stained with Giemsa solution. Colonies containing more than 50 cells were considered as survivors.
Cell invasion assay
The cell invasion assay was performed in a 24-well Transwell Chamber (Costar, Corning, NY, USA) coated with Matrigel (BD Pharmingen, San Jose, CA, USA). AGS cells (2 × 105 /200 μl) were cultured in the upper compartment in serum-free medium. In the lower compartment, 10% complete medium was added. After incubation at 37 °C for 24 h, the cells were fixed with 4% paraformaldehyde, stained by crystal violet, and then photographed under a microscope.
Wound-healing assay
Cells were seeded and cultured in a 6-well plate until a confluent monolayer was formed. A sterile plastic tip was used to scratch on the monolayer of cells. Pictures were taken with a microscope at the specified timepoints to observe the migration distance. Migration was quantified as a percentage of wound closure.
Xenograft model
Male nude mice (4–6 weeks old) were purchased from Model Animal Research Center of Nanjing University (Nanjing, Jiangsu, China). All animal studies were approved by the Nanjing Medical University Ethics Review Board. Approximately 5 × 106 cells stably expressing Flag-LDHA, Flag-K222R, or K222E were subcutaneously injected into the nude mice. The tumor tissues were removed after 4 weeks, and the mice were euthanized. Tumor volume was calculated as width × length × (width + length)/2. LDHA levels were examined by western blotting. The lactate levels were measured by lactic acid assay kit (Nanjing Jiancheng Bioengineering Institute, Nanjing, China) followed by the manual.
Assessment of melanoma lung metastasis
The mouse model of melanoma lung metastasis was employed following a previously established method [
13,
26]. In brief, B16-F10 cells were administered to the mice by tail-vein injection (2 × 10
5 cells/mouse in 200 μl DMEM) (
n = 5 in each group). Lung melanoma metastases were determined by the number of colonies that appeared as black dots on the pleural surface.
Statistical analysis
Statistical analysis was performed using GraphPad Prism software (version 7.0; La Jolla, CA). All values are expressed as mean ± standard error of the mean. Differences between groups were assessed by means of a two-tailed unpaired Student t test or ANOVA for comparison of two or multiple groups, respectively. When ANOVA was significant, post hoc testing of differences between groups was performed using the Least Significant Difference (LSD) test. The categorical variables were compared using the Chi-squared test. Overall survival was calculated using the Kaplan-Meier method and the Gehan-Breslow-Wilcoxon test. All experiments were repeated at least 3 times, and P < 0.05 was considered significant.
Discussion
PTM is one of the two main mechanisms that expand the diversity of proteins, along with mRNA splicing, which occurs at the transcriptional level. Lysine is a typical target of modifications, and it has a positive charge under physiological conditions [
6,
7]. Succinylation and acetylation of lysine have many similarities but also essential differences. Acetylation can change the group charge of lysine from + 1 to 0 [
30,
31]. Instead, lysine succinylation can change the charge of two groups from + 1 to − 1, which is similar to the change of two groups from 0 to − 2 induced by phosphorylation [
32]. Moreover, the succinyl groups are much larger than the acetyl groups [
6]. Succinylation of lysine can therefore induce profound changes in the modified proteins, indicating that, like acetylation and phosphorylation, this modification could also play an important role in cell metabolism and function.
Lactate dehydrogenase mainly consists of two different subunits, LDHA (M subunit) and LDHB (H subunit), catalyzing the reversible conversion of pyruvate to lactic acid accompanied by conversion of NADH to NAD
+ and ATP. The LDHA subtype is mainly expressed in skeletal muscle, where it gives priority to the conversion of pyruvate to lactic acid, while the LDHB subtype is mainly expressed in the heart and brain, where it prioritizes the conversion of lactic acid to pyruvate [
16,
17]. LDHA is the key enzyme in the Warburg effect, which is a hallmark of cancer. The known PTMs of LDHA include acetylation, phosphorylation, mono-methylation, succinylation, sumoylation, and ubiquitylation, which are shown in Table S
1 (from PhosphoSitePlus website,
https://www.phosphosite.org/siteTableNewAction?id=4103&showAllSites=true). Acetylation of LDHA at K5 inhibits its activity and increases its interaction with HSP70, thereby promoting its degradation [
33]. Additionally, phosphorylation of LDHA at Y10 mediated by human epidermal growth factor receptor 2 (HER2) and avian sarcoma viral oncogene v-src homolog (Src) enhances the formation of LDHA tetramers, increases its activity, and provides an anti-anoikis, pro-invasive, and pro-metastatic potential to cancer cells [
34]. In this study, we found that LDHA is succinylated at K222, and that LDHA succinylation is significantly higher in GC tissues than in adjacent normal tissues, which is also closely related to the high expression of LDHA in GC.
The UPS and autophagy-lysosome system are involved in the degradation of most cellular proteins and maintain protein homeostasis [
35,
36]. The two systems have long been considered as independent mechanisms of protein degradation. However, a growing number of studies have found several cross-links between them. When the UPS is inhibited, the autophagy-lysosome system can isolate the accumulated abnormal proteins in autophagosomes and deliver them to lysosomes for degradation. Conversely, the autophagy-lysosome system damage also leads to UPS up-regulation. Previously, autophagy was thought to be a non-selective degradation process. It is now known that autophagy can specifically degrade proteins through autophagy receptors. As a characteristic autophagy receptor, SQSTM1 (also known as p62) plays an important role in clearing aggregate proteins and pathogens, and it is a substrate for autophagy itself [
37]. Moreover, SQSTM1 can also function as a ubiquitination receptor, bringing ubiquitinated proteins to the autophagy lysosome pathway for degradation [
35,
38].
It has been reported that LDHA is mainly degraded through the lysosomal pathway, and is targeted for degradation by binding to HSPs [
33]. Interestingly, LDHA can also be ubiquitinated, mainly with K63-linked ubiquitin. However, after treating tumor cells with MG132, chloroquine, or BafA1, we found that LDHA is not degraded by the UPS. In fact, LDHA K63 ubiquitination promotes the binding of LDHA to SQSTM1, therefore leading LDHA to the lysosomes for degradation.
Moreover, following LDHA K222 succinylation, the binding of LDHA with SQSTM1 is significantly reduced, although its K63-linked ubiquitination is not affected. Lysine has a positive charge at physiological pH (7.4). The URB box and ZZ-domain of SQSTM1 utilize their negatively charged pocket to recognize and bind with positively charged protein-type 1 N-end rule substrates, including lysine, to promote protein lysosomal degradation [
39]. We observed that the K222 site is completely exposed and extremely close to the N-terminus of LDHA (Fig.
2i). It is predictable that the succinylation of K222 results in a change in the electric charge of K222 from + 1 to − 1, which could abrogate the interaction between LDHA and SQSTM1. Meanwhile, we demonstrated that CPT1A, not KAT2A, functions as the lysine succinyltransferase that binds to and regulates the succinylation of LDHA.
LDHA is becoming a promising new target in cancer therapy due to its high expression and correlation to poor prognosis in tumors. However, LDHA is ubiquitously expressed in cells, including non-cancerous cells. Moreover, LDHA gene knockout is fatal in mice. Therefore, reducing the level of LDHA selectively in tumor cells without affecting normal cell function remains a major challenge. Encouragingly, our data from tissue microarray showed that K222-succinylated LDHA was closely related to survival and prognosis of patients. Notably, the proportion of women with GC expressing succinylated LDHA is higher than that of men. Consequently, the succinylated LDHA is probably the better choice. Intriguingly, LDHA K222E missense mutant, a fast-type electrophoretic variant was discovered in a female patient with chest pain as well as her son, where LDHA activity in serum was within the normal reference interval [
40]. Whether and how LDHA K222E missense mutation occurs in patients with GC warrant an in-depth investigation. In addition, transgenic mice with targeted LDHA K222E mutation need to be constructed and applied in murine models of cancer to further explore the role of K222E mutation.
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