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Research Article
Erratum Notice
Important: There has been an erratum issued for this article. View Erratum Notice
Retraction Notice
The article Assisted Selection of Biomarkers by Linear Discriminant Analysis Effect Size (LEfSe) in Microbiome Data (10.3791/61715) has been retracted by the journal upon the authors' request due to a conflict regarding the data and methodology. View Retraction Notice
The novel rat model of severe cerebral venous sinus thrombosis (CVST), which is constructed by semi-ligation combined with ferric chloride and thrombin, can more effectively mimic the pathophysiological mechanism of severe CVST in humans.
Cerebral venous sinus thrombosis (CVST) is a distinct type of stroke that predominantly affects young individuals, particularly pregnant women. Approximately 60% of CVST patients develop venous cerebral infarction or hemorrhage, which is defined as severe CVST. Currently, various methods are employed both domestically and internationally to induce CVST in animal models. However, these models fail to fully replicate the pathophysiological mechanisms underlying severe CVST, thereby limiting basic research on this condition. A novel rat model of severe CVST can be established through semi-ligation in combination with ferric chloride and thrombin. Semi-ligation was achieved by measuring the cerebral blood flow (CBF) in the region of interest (ROI) before and after ligation of the superior sagittal sinus (SSS) using a Perfusion Speckle Imager (PSI). Semi-ligation of the SSS induces blood stasis within the venous sinus. The topical application of ferric chloride on the surface of the SSS leads to endothelial injury, while direct injection of thrombin into the sinus creates a localized hypercoagulable state. This approach effectively mimics the three key components of thrombosis formation: stasis, endothelial damage, and hypercoagulability. The resulting model exhibits a substantial thrombotic burden involving multiple venous sinuses simultaneously. The induced thrombus remains stable for at least 1 week. The 2,3,5-triphenyltetrazolium chloride (TTC) staining demonstrates that this model can consistently produce large-area venous cerebral infarction, which persists for up to 7 days. This model can even induce epileptic seizures in rats, a capability that previous models were unable to achieve. The disruption of the blood-brain barrier was observed using Evans blue (EB) staining. Therefore, the severe CVST model established through semi-ligation combined with ferric chloride and thrombin administration more accurately replicates the pathophysiological progression of severe CVST in humans, demonstrating stability and reliability.
Cerebral venous sinus thrombosis (CVST) is a distinct form of cerebrovascular disorder that differs from arterial stroke. It occurs more frequently in younger individuals1,2, particularly in pregnant women3, and its incidence has been rising steadily in recent years. An epidemiological study conducted in Australia indicates that the annual incidence of CVST ranges from 13.0 to 15.7 cases per million individuals4. In the United States, the incidence of CVST exhibits an upward trend with age. Nevertheless, the peak age of onset for women is lower compared to that for men5. Between 2021 and 2023, 43 per million patients who visited emergency departments in the United States were diagnosed with CVST6. In clinical settings, multiple sinus thrombosis is the most commonly observed form, accounting for approximately 57.14% of all cases. This is followed by involvement of the superior sagittal sinus (SSS; 16.19%), the transverse sinus (11.43%), and the sigmoid sinus (8.57%)4. The main clinical manifestations include headache, which may be accompanied by epilepsy, disorders of consciousness, and focal neurological symptoms7,8,9. However, these manifestations are not specific. Approximately 60% of patients with CVST develop cerebral venous infarction or hemorrhage, which is categorized as severe CVST10,11. Although the treatment of CVST includes anticoagulation therapy and surgical intervention, the mortality rate of severe CVST remains as high as 34.2%9. This high mortality may be attributed to the fact that the underlying pathophysiological mechanisms of severe CVST are not yet fully understood. An appropriate animal model of severe CVST is therefore an essential experimental tool for investigating its pathogenesis, pathophysiological progression, and potential therapeutic strategies12.
Currently, the methods for inducing CVST animal models can generally be categorized into the following types: permanent ligation13,14, chemical induction15,16,17, interventional approaches18,19, implantation of self-made grafts20,21,22, and bipolar electrocoagulation23,24. The thrombus induced by previous animal models had a short duration and was unable to simultaneously induce multiple venous sinus thrombi and large-area venous cerebral infarction. Therefore, the development of a severe CVST model that involves multiple venous sinuses simultaneously has become an urgent priority. The method of semi-ligation combined with ferric chloride and thrombin can establish a novel rat model of severe CVST. Furthermore, the novel severe CVST model more accurately simulates the human pathophysiological process of severe CVST through three key aspects: venous sinus thrombus burden, venous cerebral infarction, and disruption of the blood-brain barrier. This model is applicable to research on pathophysiological mechanisms and treatment strategies for severe CVST. This novel rat model can be utilized in the future for investigating the pathophysiological mechanism of severe CVST.
The experimental protocol was approved by the Animal Experiments and Experimental Animal Welfare Committee of Capital Medical University (AEEI-2020- 119) in Beijing, China, and was conducted in compliance with the institution's Animal Care and Use Committee regulations.
1. Animal preparation
2. Application of PSI
3. Establishment of severe CVST rat model
4. Venous sinus thrombosis burden and cerebral infarction
5. Disruption of blood-brain barrier (BBB) permeability
6. Statistical analysis
Modeling process
Figure 1A depicts the SSS of the rat, as denoted by the arrow. The rostral and caudal of the SSS were semi-ligated (Figure 1B), followed by application of ferric chloride-soaked thread onto the surface of ligated regions (Figure 1C). Thrombin was subsequently injected into the ligated segments to induce thrombosis. The area denoted by the arrow, where thrombin was injected, has turned black (Figure 1D). The white circle in Figure 1E-H indicates the ROI. In Figure 1E, a strong red blood flow signal was observed in the ROI following exposure to the SSS. In Figure 1F following semi-ligation, the blood flow signal in this region was markedly reduced. In Figure 1G, upon application of the ferric chloride-soaked thread, the red blood flow signal further diminished. Notably, after thrombin injection, the red blood flow signal was completely replaced by a blue signal indicating successful thrombus formation (Figure 1H). The success of thrombus induction was assessed based on these CBF alterations.
Changes in CBF during the modeling process
Figure 2A,B illustrates the alterations in CBF during the modeling procedure in both the model group and the sham operation group. Following semi-ligation, CBF in the ROI decreased to approximately half of the pre-ligation level. Subsequent application of ferric chloride and thrombin resulted in a further reduction in CBF, which indicated successful induction of thrombosis. However, CBF in the ROI remained constant throughout the observation period in the sham operation group (Figure 2B). Figure 2C presents a comparative analysis of CBF within the model group across three time points: before semi-ligation, after semi-ligation, and after ferric chloride and thrombin application. CBF exhibited statistically significant differences in the model group when comparing measurements before and after semi-ligation, as well as following the administration of ferric chloride and thrombin (359.4 ± 72.61, 190.0 ± 31.12, 95.93 ± 28.31, F=151.9, p < 0.001).
Observation of thrombus formation at various time points during the modeling process
Figure 3A illustrates the condition of venous sinus thrombosis 1 day after model establishment in the model group. 2 days after model induction, thrombus formation in the SSS and the transverse sinus was observed (Figure 3B). At 7 days after model induction, the thrombus in the SSS remained visible (Figure 3C), whereas no thrombus was observed in the transverse sinus, suggesting partial recanalization. These findings indicated that venous sinus thrombosis could persist for at least 1 week. However, we did not find out thrombosis in the venous sinus at any time point subsequent to the operation in the sham operation group (Figure 3D).
TTC staining and EB staining in the model group and the sham operation group
As shown in Figure 4A, venous cerebral infarction adjacent to the SSS was observed 1 day after surgery in the model group. 2 days after the procedure in the model group, extensive venous cerebral infarction was observed (Figure 4B). A venous cerebral infarction adjacent to the SSS remained observable 7 days post-operation in the model group, indicating that venous infarction may persist for up to one week (Figure 4C). No venous cerebral infarction was observed at any time point following the operation in the sham operation group (Figure 4D). As shown in Figure 4E, Evans blue staining in the model group was clearly evident 2 days after surgery, indicating increased blood-brain barrier permeability. However, no EB staining was observed in the sham-operated group (Figure 4F).
Comparison of thrombus weight and venous cerebral infarction volumes at various time points in the model group
Figure 5A demonstrated that there was no substantial difference in the weight of the thrombus between the first day and the second day post-operation (3.330±0.5290, 3.082±1.004, n = 5, P = 0.8282). However, significant differences were observed in the thrombus weight on the 1st (3.330±0.5290, 0.2480±0.1977, n = 5, P < 0.0001) and 2nd days (3.082±1.004, 0.2480±0.1977, n = 5, P < 0.0001) post-operation, respectively, when compared with that on the 7th day post-operation. Figure 5B indicated that the volume of venous cerebral infarction on the 1st day post-operation exhibited a significant difference compared to that on the 2nd day (65.08±19.97, 422.3±292.6, n = 5, P = 0.0197). However, there was no significant difference when compared to that on the 7th day post-operation (65.08±19.97, 117.8±89.48, n = 5, P = 0.8861). Moreover, the volume of venous cerebral infarction on the second day post-operation showed a significant difference from that on the 7th day post-operation (422.3±292.6, 117.8±89.48, n = 5, P = 0.0456). It indicated that the infarct volume peaked on the 2nd day post-operation and subsequently decreased by the 7th day. Over time, the weight of the thrombus gradually decreased, reaching its minimum on the 7th day post-operation. These findings indicated that upon the recanalization of venous sinus thrombosis, venous cerebral infarction might experience partial improvement.
Epileptic seizures
Epileptic seizures were observed in the rats (5.17%, 3/58) of the model group (refer to Supplementary Video 1 for details). As could be observed from the video, a rat in the model group abruptly underwent generalized convulsions, tremors of both forelimbs, and chewing movements. Following the convulsions, the rat exhibited listlessness. The behavior of the other two rats remained normal.
The results collectively show that the protocol led to the establishment of an epileptic seizure model.

Figure 1: Modeling process. (A-D) The complete modeling process, and (E-H) the corresponding changes in CBF at each procedural step. Please click here to view a larger version of this figure.

Figure 2: Changes in CBF During the Modeling Process. (A) Changes in CBF during the modeling process in the model group. (B) Changes in CBF in the sham group. (C) Comparative analysis of CBF within the model group across three time points, n = 20. Please click here to view a larger version of this figure.

Figure 3: Observation of thrombus formation at various time points during the modeling process. (A) Condition of venous sinus thrombosis 1 day after model establishment. As shown, white arrows indicate SSS thrombosis, green arrows indicate transverse sinus thrombosis, and yellow arrows indicate cortical venous thrombosis. (B) Condition 2 days after model induction, thrombus formation in the SSS (indicated by the white arrow) and the transverse sinus (indicated by the green arrow). (C) At 7 days after model induction, the thrombus in the SSS, indicated by the white arrow, remained visible. (D) No thrombosis in the venous sinus at any time point in the sham operation group. Please click here to view a larger version of this figure.

Figure 4: TTC staining and EB staining were conducted in both the model group and the sham operation group. (A-C) TTC staining of brain tissue in the model group on days 1, 2, and 7 post-operation, arrow indicates venous cerebral infarction adjacent to the SSS. (D) TTC staining in the sham operation group. (E,F) Evans Blue staining brain tissue in the model group and the sham operation group on day 2 after surgery (indicated by the white arrow). Please click here to view a larger version of this figure.

Figure 5: Comparison of thrombus weight and venous cerebral infarction volumes in the model group. (A-B) The thrombus weight and venous cerebral infarction volumes in the model group were compared at 1, 2, and 7 days post-surgery. Please click here to view a larger version of this figure.
Supplementary Video 1: Epileptic seizures in rats. Please click here to download this File.
A novel rat model of severe CVST constructed by semi-ligation combined with ferric chloride and thrombin cannot only simulate blood stasis and endothelial injury, but also the hypercoagulable state of blood, that is, it simulates the three elements of thrombosis formation25. What is even more exciting is that the rat model developed using this method is capable of exhibiting epileptic seizures. Epileptic seizures represent a notable clinical manifestation in patients with CVST, occurring in approximately 12% to 31.9% of cases. Notably, patients with severe CVST who present with cortical venous thrombosis and venous cerebral infarction are at increased risk for developing epileptic seizures26. As such, it more closely aligns with the pathophysiological mechanisms underlying human CVST.
In the model involving ligation of the SSS combined with thrombin injection, the approach described by Li et al.14is considered highly representative. This method induces SSS thrombosis by permanently ligating both the anterior and posterior segments of the SSS, followed by intra-sinus thrombin injection and transient bilateral carotid artery occlusion. The model effectively replicated key pathophysiological features of CVST, including blood stasis and a hypercoagulable state, and was capable of producing cortical venous thrombosis and associated venous infarction. However, due to the permanent nature of the sinus ligation, its applicability in evaluating potential therapeutic interventions is limited. Compared with Li's model, this semi-ligation method induces blood stasis while preserving partial blood flow, thereby minimizing interference with the evaluation of therapeutic strategies. In the chemically induced model, Rottler et al.15 applied filter paper strips containing 40% ferric chloride to the surface of the SSS for a duration of 5 min. The corrosive action of ferric chloride induced endothelial cell injury, thereby triggering platelet activation and subsequent thrombus formation27. Although this method was technically straightforward, the resulting thrombi were found to be unstable, with complete recanalization occurring within 1 week. Furthermore, the model failed to induce cortical venous thrombosis or venous cerebral infarction. Wei et al.17 improved upon the method by combining the application of ferric chloride-soaked filter paper strips on the SSS surface with thrombin injection. This modified approach produced a more stable thrombus compared to the previous technique and effectively induced ischemic brain injury. However, the use of ferric chloride-soaked filter paper strip was associated with significant damage to the surrounding brain tissue. Compared with these models, the current model incorporates a modified 3-0 silk thread immersed in ferric chloride, significantly reducing the contact area between ferric chloride and the dura mater, thereby minimizing the risk of brain tissue damage. Bourrienn et al.21 induced thrombus formation in the SSS of mice by injecting autologous thrombi generated in vitro, combined with simultaneous bilateral ligation of the external jugular veins. Although this model successfully replicated pathological features such as ischemia and hemorrhage and demonstrated no significant thrombus recanalization within 1 week, the in vitro-generated thrombi differed substantially from naturally formed in vivo thrombi. Recently, Mu et al.22 introduced water-swellable rubber into the SSS of rats to simulate thrombosis. However, this approach failed to fully replicate the entire pathophysiological process of CVST. The ideal CVST animal model should fulfill three essential criteria: first, it must accurately simulate the pathophysiological processes of human CVST; second, it should be capable of inducing key pathological changes, including venous sinus thrombosis, cortical venous thrombosis, venous cerebral infarction, and intracerebral hemorrhage; third, it should serve as a reliable research platform for the development and evaluation of novel therapeutic strategies28.
Given that thrombosis persists over an extended period, the current model can be utilized for long-term observation and the development of novel treatment strategies. Previous research has consistently shown that inflammation is correlated with venous cerebral infarction29. The model can be employed to investigate the relationship between inflammation and venous cerebral infarction, explore novel therapeutic targets, and conduct evaluations of therapeutic effects such as anticoagulation and anti-inflammation.
The current model presents several limitations. First, male rats were used in the study despite the higher prevalence of CVST in females, which may affect the generalizability of the findings. Second, the semi-ligation procedure for the SSS requires precise application of force; excessive or insufficient tension may compromise its effectiveness. Mastery of this technique necessitates repeated practice to achieve consistent and reliable results.
In conclusion, a novel rat model of severe CVST can be constructed through semi-ligation in combination with the application of ferric chloride and thrombin. This model is characterized by a substantial thrombotic burden, simultaneous involvement of multiple venous sinuses, and the ability to induce extensive venous cerebral infarction, thereby more accurately recapitulating the pathophysiological features of severe CVST in clinical settings.
The authors declare that they have no competing financial interests.
We thank the Institute of Critical Brain Diseases at Capital Medical University for their technical support. This study was supported by the Beijing Natural Science Foundation (No.7182064).
| 2,3,5-triphenyltetrazolium chloride | Sigma-Aldrich | ||
| 40% ferric chloride | Tianjin Zhiyuan Chemical Reagent Co., Ltd., China | ||
| Evans blue | Sigma-Aldrich | ||
| Heating pad | Harvard Apparatus Holliston, MA, USA | 50-7061-f, | |
| High-speed dental drill | Saeshin, Busan, South Korea | Strong-207B | |
| Laser speckle meter | PeriCam PSI System, Sweden | ||
| Microscope | Carl Zeiss, Inc., Berlin, Germany | ||
| Polyamide suture | Ningbo Chenghe Micro Apparatus Factory, China | ||
| Stereotaxic frame | David Kopf Instruments, Tujunga, California, USA | ||
| Thrombin | Chang Chun Lei Yunshang Pharmaceutical Co., Ltd., China |