Abstract
Objective
The objective was to investigate the expression of the cGAS‐STING pathway‐associated protein in idiopathic inflammatory myopathy (IIM) and to investigate whether it is related to myofiber atrophy/necrosis in patients with dermatomyositis and immune‐mediated necrotizing myopathy.
Material and Methods
Muscle specimens obtained by open biopsy from 26 IIM patients (14 with dermatomyositis (DM), 8 with immune‐mediated necrotizing myopathy (IMNM), and 4 with other types of IIM), 4 dystrophinopathy, and 9 control patients were assessed for expression of cGAS‐STING pathway members via Western blot, quantitative real‐time PCR analysis (qRT‐PCR), and immunochemistry. Meanwhile, analysis its location distribution througn immunochemistry.
Results
Compared to the control group, the expression of cGAS, STING, and related molecules was obviously increased in muscle samples of IIM patients. Upregulated cGAS and STING were mainly located in the vascular structure, inflammatory infiltrates, and atrophic and necrotic fibers. While comparing to the Dys patients, the mRNA level of cGAS, STING, and TNF‐a was upregulated, meanwhile, the protein of the TBK1, P‐TBK1, and P‐IRF3 associated with interferon upregulation was overexpressed through Western blot in IMNM and DM. Considering that cGAS and STING are located in necrotic and Mx1‐positive atrophic fibers, it is really possible that the cGAS‐STING pathway may lead to fibers atrophy/necrosis by producing IFNs.
Conclusion
The cGAS‐STING pathway was activated in the muscle samples of IIM patients and its activation may be the reason of myofiber atrophy and necrosis in DM and IMNM patients.
Keywords: cGAS‐STING pathway, dermatomyositis, immune‐mediated necrotizing myopathy
cGAS‐STING pathway was activated in IIM patients. cGAS‐STING pathway was associated with myofiber atrophy/necrosis in DM and IMNM.
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1. INTRODUCTION
Idiopathic inflammatory myopathy (IIM) is a heterogeneous family of chronic systemic autoimmune diseases, which include dermatomyositis (DM), immune‐mediated necrotizing myopathy (IMNM), antisynthetase syndrome (AS), and sporadic inclusion body myositis (sIBM). 1 The general pathological manifestations are muscle inflammation, muscle atrophy, muscle necrosis, and regeneration. Although the exact cause of IIM remains unclear, the interferons (IFNs) have been suggested to have a critical role in its pathogenesis and progression. 2 , 3 , 4 , 5 IFNs can be classified into three types based on their specific receptors: type I IFN (IFN‐I), type II IFN (IFN‐II), and type III IFN (IFN‐III). Several studies have confirmed the presence of IFN signature, especially IFN‐I, in the muscle, 6 peripheral blood, 7 , 8 and skin 9 , 10 of patients with DM. 11 Also, human myxovirus resistance protein 1 (MX1), a type I interferon‐inducible protein, has been considered as a sensitive diagnostic marker of DM. 12 Moreover, recent studies have found that IFNI‐signaling inhibitor ruxolitinib treatment improves refractory dermatomyositis facial skin rash and the quality of patient's life. 13 , 14 In addition, RNA sequencing data show that the IFN pathway is activated not only in patients with DM, but also in patients with ASS, IMNM, and sIBM. 3 IFN‐𝑟, one cytokine of IFN‐II, messenger is significantly higher in IMNM than control. 15 However, the main source of IFNs in IIM remains unclear.
Cyclic GMP–AMP synthase (cGAS)–stimulator of interferon genes (STING), is primarily involved in response to microbial infection. In addition, recent studies have revealed its fundamental role in developing a variety of inflammatory diseases and autoimmune diseases. 16 Constitutive cGAS‐STING pathway activation and associated effector functions, such as interferon production, can result in cell or tissue damage. Consistent with this notion, dysregulation of the cGAS–STING signaling pathway in adipocytes, 17 hepatocytes, 18 and renal tubule cells 19 , 20 , 21 are associated with metabolic dysfunction, impaired energy homeostasis, and kidney diseases. Beyond the canonical role of cGAS‐STING in mediating cytokine production, growing evidence highlights the emerging role in regulating autophagy and cell death (e.g., apoptosis, necroptosis, pyroptosis, ferroptosis, mitotic cell death, and immunogenic cell death). 22 , 23 As in MEF cells, STING is a potential autophagy receptor and directly interacts with LC3 via its LIR motifs to mediate autophagy and its own autophagic degradation to tune the innate immune response. 24
Mechanistically, cGAS can sense the presence of cytosolic DNA, after which cGAS is activated to generate the second messenger cGAMP, in turn activating STING in the endoplasmic reticulum. STING is then transported from the ER to the Golgi, where it forms a complex that, with TANK‐binding kinase 1 (TBK1), is then transferred to the endolysosome, where it stimulates transcription factors, such as interferon regulatory factor 3 (IRF3) and nuclear factor‐kB (NF‐kB). These transcription factors facilitate the expression of interferons or pro‐inflammatory cytokines, such as IFNs and tumor necrosis factor (TNF). Moreover, emerging evidence showed that the cGAS‐STING pathway is not only activated by non‐self DNA, such as DNA from viruses, bacteria, and protozoa, but also activated by self‐DNA 25 , 26 including intracellular, mitochondrial, and nuclear DNA 27 , 28 which can enter the cytoplasm.
Based on the role of cGAS‐STING in mediating cytokine production and in regulating autophagy and cell death, we hypothesized that the cGAS‐STING pathway might be involved in DM and IMNM pathogenesis. In our study, we compare the expression of the cGAS‐STING pathway‐associated protein and investigate possible role in patients with DM and IMNM.
2. MATERIAL AND METHODS
2.1. Patients
Muscle specimens were retrospectively obtained from 26 patients diagnosed with IIM according to European Neuromuscular Center criteria. 29 Among the 26 patients with IIM, 14 had dermatomyositis (DM), 8 had immune‐mediated necrotizing myopathy (IMNM), and 4 had non‐specific IIM (NSIIM or NSM) which have muscle inflammation with insufficient biopsy criteria to allow subclassification. Among them, five muscle biopsies were from Huashan Hospital. Four patients were diagnosed according to their clinical features, and pathological and genetic results were included in the dystrophinopathy group (FSHD = 1 LAMA2 = 1, LGMD2H = 1, and BMD = 1). In addition, nine controls initially suspected of having muscle disorders were included in the study. Open biopsies were performed for all patients. Normal histological findings were found, and these non‐disease controls did not have any neuromuscular disease with longer follow‐up times. The profiles of IIM patients are summarized in Table 1.
TABLE 1.
Clinical and pathological profile in IIM patients
| Patients no. | Sex (F:M) | Age | Disease duration (Mon) | MSA | Skin rash | PFA | Inflammatory infiltrates | Necrosis |
|---|---|---|---|---|---|---|---|---|
| 1 | F | 64 | 8 | PM‐Scl100 | Y | Y | ++ | + |
| 2 | M | 80 | 12 | TIFr | Y | Y | ++ | + |
| 3 | M | 24 | 5 | MDA5 | Y | Y | ++ | − |
| 4 | F | 24 | 12 | NXP2 | Y | Y | ++ | − |
| 5 | F | 48 | 36 | TIF1r,PL‐7 | Y | Y | + | − |
| 6 | F | 42 | 3 | NXP2 | N | Y | ++ | + |
| 7 | F | 52 | 12 | TIF1 | Y | Y | ++ | − |
| 8 | M | 54 | 1 | NXP2 | Y | N | ++ | − |
| 9 | M | 57 | 0.25 | − | Y | N | + | − |
| 10 | F | 51 | 2 | MDA5 | Y | N | ++ | + |
| 11 | F | 81 | 2 | TIF1 | Y | Y | ++ | + |
| 12 | M | 52 | 1 | MDA5 | Y | N | ++ | + |
| 13 | F | 74 | 2 | − | Y | N | + | − |
| 14 | F | 65 | 1 | − | Y | N | + | − |
| 15 | F | 27 | 24 | HMGCR | N | N | ++ | +++ |
| 16 | F | 28 | 48 | SRP | N | N | ++ | +++ |
| 17 | M | 50 | 6 | SRP | N | N | + | +++ |
| 18 | F | 72 | 36 | − | N | N | + | ++ |
| 19 | F | 67 | 24 | NA | N | N | + | ++ |
| 20 | F | 83 | 2 | OJ | N | N | ++ | ++ |
| 21 | F | 56 | 8 | NA | N | N | ++ | +++ |
| 22 | F | 26 | 3 | NA | N | N | ++ | +++ |
| 23 | F | 62 | 5 | − | N | N | − | − |
| 24 | M | 54 | 36 | − | N | N | ++ | − |
| 25 | M | 30 | 2 | Mi‐2 | N | N | ++ | + |
| 26 | M | 49 | 2 | − | N | N | + | _ |
Abbreviations: −, negative; +, mild; ++, moderate; +++, severe; MSA, myositis‐specific antibody; N, no; Y, yes.
No other neurologic or immunologic diseases were present. No information on the history of viral infections was available for any patient or control. No patient received immunosuppressive drugs before the biopsy.
The Institutional Review Board of the first affiliated hospital of Soochow University approved the study. All patients signed the informed consent.
2.2. Western blot
Western blotting was performed on muscle homogenates. A BCA assay kit (ES science Ltd, ES6002) was used to determine protein concentration. Briefly, 10ug of protein was loaded into 7.5%–12.5% SDS‐polyacrylamide gel for electrophoresis. Samples were then transferred onto polyvinylidene difluoride (PVDF) membranes and incubated with primary antibodies including anti‐cGAS (Abcam, Cat# ab224144, RRID: AB_2904576), anti‐STING (Cell Signaling Technology, Cat# 13647, RRID: AB_2732796), anti‐p‐STING (Cell Signaling Technology, Cat# 50907, RRID: AB_2827656), anti‐p‐IRF3 (Cell Signaling Technology, Cat# 29047, RRID: AB_2773013), anti‐TBK1 (Proteintech, Cat# 28397‐1‐AP, RRID:AB_2881132), anti‐p‐TBK1(Signalway Antibody, Cat# 13488, RRID: AB_2904577), anti‐p‐NFkB (Cell Signaling Technology, Cat# 3033, RRID: AB_331284), and GAPDH (Cell Signaling Technology Cat# 5174, RRID: AB_10622025). Finally, chemiluminescence was detected by Western blot luminol reagent, and proteins were quantified using Image J software.
2.3. Quantitative real‐time PCR analysis (qRT‐PCR)
Myotubes were processed, and RNA was extracted using the tissue RNA purification kit plus (ES science, Ltd., ES‐RN002plus) following the manufacturer's instructions. RNA concentration was determined, and cDNAs were synthesized from 0.2 μg of total RNA using a reverse transcription kit (ES science, Ltd., ES‐RT001). The synthesized cDNAs were used as templates for qRT‐PCR performed with the 7500 FAST Real‐Time PCR system (Roche) using SYBR Green Master Mix (Thermo Fischer, A25742) in a 20‐μl volume. The following primers were used: GAPDH: 5′‐CATGTTCGTCATGGGTGTGAACCA‐3′ (Forward), 5′‐AGTGATGGCATGGACTGTGGTCAT‐3′ (Reverse); cGAS: 5′‐AGAAGGCCTGCGCATTCAAA‐3′ (Forward), 5′‐GCCGCCATGTTTCTTCTTGGA‐3′ (Reverse); STING: 5′‐GAAATTATTCCTGCAAGCCAATTT‐3′ (Forward), 5′‐TCACCCTTCTTTTTCATGTAGCA‐3′ (Reverse);TNF‐a: 5′‐TCTCTCAGCTCCACGCCATT‐3′ (Forward), 5′‐CCCAGGCAGTCAGATCATCTTC‐3′ (Reverse). The change in the relative expression of each gene was calculated using the comparative CT method (2−△△CT).
2.4. Immunohistochemistry
Eight‐micrometer cryostat sections of muscle tissue were air‐dried at room temperature for 30 min and then fixed in cool acetone (4°C) for 10 min. The PV‐9000 polymer detection system (ZsBio Ltd.) was used. After rehydrating in phosphate‐buffered saline (PBS), all sections were incubated overnight at 4°C, with the following primary antibodies (brand, number, and dilution): anti‐cGAS (Proteintech, Cat#26416, RRID: AB_2880507), anti‐STING (Proteintech, Cat# 19851‐1‐AP, RRID: AB_10665370), anti‐MX1 (Abcam, Cat# ab95926, RRID: AB_10677452), and anti‐CD68 (ZSGB‐Bio,Cat# ZM‐0060, RRID: AB_2904190). Then, sections were incubated with polymer helper for 30 min, followed by polymerized horseradish peroxidase‐conjugated anti‐mouse/rabbit immunoglobulin G (IgG) for 30 min at 37°C. Peroxidase activity was determined using diaminobenzidine. Finally, slides were counterstained with hematoxylin and eosin, dehydrated, and mounted using a neutral balsam. The quantification of immunohistochemical staining intensities was performed using the Image J software. We captured at least five fields from perifascicular regions of DM, necrosis fibers of IMNM, and random fibers of NSIIM and control patients per micrograph. Each micrography was calibrated and measured mean density (divide integrated optical density [IOD] by the sum of area).
2.5. Statistical analysis
All experiments were performed at least three times. Statistical analysis was performed with GraphPad Prism 9 (GraphPad Software). Values are expressed as means ± standard error of the mean (SEM). A comparison of variables' means between groups was performed using the Mann–Whitney U test. p < 0.05 was considered as statistically significant difference.
3. RESULTS
3.1. Clinical characteristics of patients with IIM
The basic clinical and pathological data of IIM patients are summarized in Table 1. Among the 26 patients with IIM, 14 (No. 1–14) had dermatomyositis (DM), 8 (No. 15–22) had immune‐mediated necrotizing myopathy (IMNM), and 4 (No. 23–26) had non‐specific IIM (NSIIM). Muscle weakness was clinically detected in all patients. The duration of clinical symptoms prior to biopsy ranged from 1 to 36 months. A characteristic skin rash was seen in 13 DM patients.
Perifascicular atrophy and inflammatory infiltrate were identified in 6 and 14 DM patients. All IMNM patients showed prominent myofiber necrosis. The inflammatory infiltrates and necrotic fibers were presented in 3 (No. 24‐26) and 1 (No. 25) NSIIM patients.
3.2. Activation of the cGAS‐STING pathway was found in IIM muscle
First, we investigated the expression of the cGAS‐STING pathway‐associated protein. Immunohistochemical analysis showed that the expression of the cGAS and the STING were increased in patients with IIM compared to healthy patients (Figure 1). Then, the expression was further evaluated using Western blot and qRT‐PCR. Western blot suggested that cGAS and STING proteins were upregulated in IIM compared to healthy patients. Moreover, TBK1, which is recruited by STING, and P‐STING, activated by TBK1, were upregulated in IIM. In addition, P‐IRF3 and P‐TBK1, activated by the cGAS‐STING pathway and associated with the production of IFNs, were upregulated in IIM. Also, p‐NF‐kB, activated by cGAS‐STING and associated with the production of TNF‐a, was overexpressed in IIM (Figure 2 shows data in IIM patients vs. control samples).
FIGURE 1.

Immunohistochemical analysis of cGAS and STING in muscle biopsies of IIM patients. (A) cGAS and STING were upregulated in IIM compared to healthy patients. x200. (B) Compared with the control samples (NC), IIM muscle specimens had significantly increased expression level of cGAS and STING. *Significantly different from NC. *p ≤ 0.05, **p ≤ 0.001, ***p ≤ 0.0001, ****p ≤ 0.00001. DM, dermatomyositis; Dys, dystrophinopathy; IMNM, immune‐mediated necrotizing myopathy; IOD, integrated optical density; NC, normal control; NSIIM, non‐specific IIM.
FIGURE 2.

cGAS‐STING pathway members (cGAS, STING, P‐STING, TBK, P‐IRF3, P‐TBK1, and P‐NFkB) in the muscle of IIM examined by Western blot. IIM vs. controls. Data are expressed as means ± SEM. *Significantly different from NC. *p ≤ 0.05, **p ≤ 0.001, ***p ≤ 0.0001, ****p ≤ 0.00001.
QRT‐PCR further confirmed the activation of the cGAS‐STING pathway, evidenced by the upregulation of cGAS, STING, and TNF‐a mRNA expression in the IIM group versus control group (Figure 3).
FIGURE 3.

qRT‐PCR analysis of cGAS‐STING pathway‐associated molecules in the muscle of IIM. The mRNA expression of cGAS, STING, and TNF‐a was all upregulated in IIM. IIM vs. controls. Data are expressed as means ± SEM. *Significantly different from NC. *p ≤ 0.05, **p ≤ 0.001, ***p ≤ 0.0001, ****p ≤ 0.00001
Moreover, comparing to the Dys patients, PCR analysis shows that cGAS, STING, and TNF‐a were upregulated both in IMNM and DM, and the protein of the TBK1, P‐IRF3, and P‐TBK1 which participate in the upregulation of IFNs was overexpressed by Western blot.
3.3. The activation of the cGAS‐STING pathway associated with atrophic/necrotic fibers
Next, we further examined the role of the cGAS‐STING pathway in IIM. IFN‐I, which can be upregulated by the cGAS‐STING pathway, can induce myotube atrophy in muscle cells in vitro and has been associated with perifascicular atrophy. 13 Therefore, we next examined whether the protein associated with the cGAS‐STING pathway was distributed in the atrophy fibers and their surrounding areas.
Immunohistochemistry indicated that cGAS and STING were expressed in some atrophic muscle fibers and inflammatory infiltrates of PFA and vascular structures in DM muscle specimens (Figure 4). Moreover, some cGAS and STING‐positive muscle fibers were also positive for Mx1 in atrophic fibers in the DM patients. In addition, we found that cGAS and STING were also expressed in necrotic fibers and myophagocytosis (the phagocytosis of myofibers by macrophages) as well as in regenerating fibers of IMNM patients (Figure 5). In NSIIM, the protein of cGAS and STING was deposited only in inflammatory infiltrates and vascular structures (Figure 1A). In contrast, muscle biopsies from non‐disease controls showed negative cGAS and STING staining in fibers (Figure 1A).
FIGURE 4.

Expression of cGAS, STING, and MX1 in DM muscle by immunohistochemistry. (A) Representative images of hematoxylin–eosin (HE)‐stained sections showing perifascicular atrophy and inflammatory infiltration. (C) cGAS and (D) STING located in some atrophic muscle fibers that (B) MX1 was expressed in the same fibers, and inflammatory infiltrate of PFA and vascular structures in serial sections of a representative dermatomyositis biopsy. x200.
FIGURE 5.

Expression of cGAS and STING in IMNM muscle by immunohistochemistry. (A) HE and (B) MGT staining showing necrosis and regeneration of muscle fibers. (C) cGAS and (D) STING were expressed in atrophic fibers, necrotic fibers, and myophagocytosis according to (E) CD68 staining. x400.
We also found some lower cGAS and STING expression in atrophic and necrosis fibers in skeletal muscle biopsy of one patient diagnosed with BMD through immunohistochemistry, while no cGAS and STING were seen in the other three patients with muscular dystrophy.
4. DISCUSSION
Our data suggested that the cGAS‐STING pathway was activated in patients with IIM. We found that cGAS and STING were located in a vascular structure, inflammatory infiltrates, and astrophic and necrotic muscle fibers. In addition, our results suggested that the activation of cGAS, STING, and MxI was associated with atrophic muscles in DM. Therefore, the activation of the cGAS‐STING pathway was associated with atrophic/necrotic muscle in DM and IMNM patients.
DM is a multisystem, immune‐mediated disorder that prominently involves specific skin rashes. The pathognomonic histologic feature of perifascicular atrophy (PFA) in skeletal muscle biopsies is considered a hallmark of DM. Recently, more evidence has revealed that IFN‐I pathway activation has a critical role in DM pathogenesis. Activation of IFN‐I pathway reproduces the upregulation of proteins such as ISG15, 30 Mx1 12 in DM muscle biopsies. In vivo data further suggested that type I IFN signature is correlated with muscle atrophy 13 and mitochondrial dysfunction. 31 Moreover, the expression level of IFN I‐inducible genes correlates with indicators of DM disease activity. 7 , 8 However, the source of the IFN‐I signature has not yet been resolved.
Overexpression of innate immune receptors in DM myofibers, such as RIG‐I 32 , 33 and TLRs, 34 may participate in IFN‐I production. In our study, we found the expression of cGAS and STING proteins were in the perifascicular atrophy area, both perimysiun=m atrophy and inflammatory infiltrates, which were positive for Mx1, as compared to control patients, which inferred that overexpression of cGAS‐STING pathway upregulated the expression IFN‐I may be involved in the pathogenesis of atrophic fibers in DM.
On the other hand, IFNs, from the activated cGAS‐STING pathway, may also contribute to mitochondrial dysfunction, leading to abnormal distribution of mitochondrial DNA (mtDNA). So, the abnormal distribution of double‐stranded DNA (dsDNA), including mtDNA, further activates the cGAS‐STING pathway, inducing continued production of IFNs and tissue damage to sustain disease duration. Although this process warrants further confirmation in vitro and in vivo, there is no doubt that the cGAS‐STING pathway was associated with the mechanism of perifascicular atrophy.
Skeletal muscle biopsies obtained from patients with IMNM show prominent myofiber necrosis and regeneration as well as a scarcity of inflammatory infiltrates. 35 , 36 Necrotic myofibers exhibit the characteristics of different stages of necrotic and regenerating myofibers. In this study, we observed that both atrophic and necrotic fibers in IMNM patients were positive of cGAS and STING.
Previous studies suggested a moderated activation of IFN pathway in patients with IMNM. 3 Atrophic fibers in IMNM may be associated with activated IFN pathway, which is consistent with the mechanism of PFA in DM. Considering necrosis, it may be associated with interferon‐ 𝑟 and TNF‐a. The IFN signature appears to be mainly driven by IFN‐II rather than IFN‐I, with IFI30 as the most upregulated IFN‐inducible gene in IMNM. 3 IFN‐𝑟, an IFN‐II cytokine produced by TH1 cells, was significantly upregulated in IMNM. TNF‐a is a pro‐inflammatory cytokine that participates in the development of necrosis. 37 Previous studies showed that TNF‐a was significantly upregulated in IMNM compared with healthy controls. 15 , 38 Our study also demonstrated that the expression of TNF‐a mRNA level was upregulated. IFN‐𝑟 and TNF‐a can be produced by the cGAS‐STING pathway. Previous reports have concluded that the activation of the cGAS‐STING pathway is related to necrosis. 22 , 39 In 2018, Brian et al. revealed that TNF‐a was more likely required for acute necrosis when the STING pathway in stromal cells, such as fibroblasts and endothelial cells, is activated. 40 Moreover, IFN‐𝑟 showed a remarkable synergistic effect on TNF‐a, such as increasing the number of TNF receptors on the surface of a target cell in tumor treatment. 41 Therefore, it could be inferred that the synergistic effect of IFN‐𝑟 and TNF‐a leads to fiber necrosis in IMNM. On the other hand, numerous studies had confirmed that the cGAS‐STING pathway was associated with cell death, but future studies are required to elucidate these mechanisms and to understand the relationship between fiber necrosis and the cGAS‐STING pathway.
The activation of the cGAS‐STING pathway was also found in NSIIM patients. The protein of cGAS and STING was located in the inflammatory infiltrates and vascular structure in IIM including NSIIM, IMNM, and DM. Since it was previously proved that activation of the cGAS‐STING pathway induced type I interferon response in human monocyte‐derived cells, 42 the activation of the cGAS‐STING pathway and the production of IFNs may also appear in these inflammatory cells. As cGAS and STING were positive in vascular structure, further studies are needed to explain the relationship between the cGAS‐STING pathway and vessels.
This study has a few limitations. First, protein levels of IFNs and TNF‐a were not directly deleted. Second, in this study, no in vivo and in vitro were performed to certify the cGAS‐STING pathway involved in the pathological process of atrophic and necrotic myofibers. Last, the number of included patients is very limited.
In conclusion, the activation of cGAS‐STING pathway was associated with the atrophic/necrotic fibers. Further studies are needed to reveal the role of cGAS‐STING pathway in DM and IMNM. This will provides a new idea for understanding pathogenesis and treatment.
Funding information
None.
CONFLICT OF INTEREST
All authors declare that the research was conducted without any commercial or financial relationships that could be construed as a potential conflict of interest.
ACKNOWLEDGMENT
We wish to thank all the doctors from the neurology department, rheumatology department, and dermatology department, First Affiliated Hospital of Soochow University and the team of Wenhua Zhu from Huashan hospital, for their support. We also wish to thank all patients for participating in this study.
Zhou M, Cheng X, Zhu W, et al. Activation of cGAS‐STING pathway – A possible cause of myofiber atrophy/necrosis in dermatomyositis and immune‐mediated necrotizing myopathy. J Clin Lab Anal. 2022;36:e24631. doi: 10.1002/jcla.24631
Meichen Zhou, Xiaoxiao Cheng and Wenhua Zhu contributed equally to this work.
Contributor Information
Meirong Liu, Email: meizai26@163.com.
Qi Fang, Email: fangqi_008@126.com.
DATA AVAILABILITY STATEMENT
The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due to privacy or ethical restrictions.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due to privacy or ethical restrictions.
