1.Identifying COVID-19 confirmed patients at elevated risk for mortality and need of mechanical ventilation using a novel criteria for Hyperinflammatory Syndrome: A retrospective cohort, single-center, validation study
Jayvee Rho-an D. Descalsota ; Abdul Walli R. Cana ; Inofel I. Chin ; Jessie F. Orcasitas
Acta Medica Philippina 2025;59(3):104-115
BACKGROUND AND OBJECTIVES
A mounting evidence links dysregulated immune response to cases of fatal pneumonia seen in COVID-19 infection. We aimed to validate the COVID-19-associated Hyperinflammatory Syndrome (cHIS) score, a novel clinical tool devised to identify those at risk for adverse outcomes, in a local population and investigate the relationship of cHIS score taken at admission and the risk of mortality and the need of mechanical ventilation.
METHODSThis retrospective cohort study analyzed the sociodemographic, clinical, and laboratory data of 1,881 COVID-19 patients admitted at a tertiary hospital in Davao City, Philippines from January to December 2021. We calculated the cHIS score, composed of six clinical and laboratory criteria from admission, and used multivariate logistic regression to determine the risk of mortality and need of mechanical ventilation.
RESULTSThe cHIS score taken at admission, regardless of cut-off value, was a significant predictor of mortality (OR 0.979 [99% CI 0.894-1.064]) and need of mechanical ventilation (OR 0.586 [99% CI 0.4975-0.6745]). Using the Youden Index, a cut-off cHIS score of 3 or more was a better predictor of mortality (sensitivity, 88.59%; specificity, 71.72%), and a cut-off score of 2 or more was a better predictor of need of mechanical ventilation (sensitivity, 84.02%; specificity, 70.82%) than other cutoff cHIS scores.
CONCLUSIONAmong COVID-19 patients, the cHIS score at admission correlated with the risk of mortality and the need of mechanical ventilation. Cutoff scores of 3 and 2 had the optimal sensitivities and specificities to predict the risk of mortality and the need of mechanical ventilation, respectively.
Human ; Covid-19 ; Inflammation ; Mortality ; Mechanical Ventilation ; Respiration, Artificial ; Cytokine Storm ; Cytokine Release Syndrome
2.Early prediction and warning of MODS following major trauma via identification of cytokine storm: A prospective cohort study.
Panpan CHANG ; Rui LI ; Jiahe WEN ; Guanjun LIU ; Feifei JIN ; Yongpei YU ; Yongzheng LI ; Guang ZHANG ; Tianbing WANG
Chinese Journal of Traumatology 2025;28(6):391-398
PURPOSE:
Early mortality in major trauma has decreased, but MODS remains a leading cause of poor outcomes, driven by trauma-induced cytokine storms that exacerbate injuries and organ damage.
METHODS:
This prospective cohort study included 79 major trauma patients (ISS >15) treated in the National Center for Trauma Medicine, Peking University People's Hospital, from September 1, 2021, to July 31, 2023. Patients (1) with ISS >15 (according to AIS 2015), (2) aged 15-80 years, (3) admitted within 6 h of injury, (4) having no prior treatment before admission, were included. Exclusion criteria were (1) GCS score <9 or AIS score ≥3 for TBI, (2) confirmed infection, infectious disease, or high infection risk, (3) pregnancy, (4) severe primary diseases affecting survival, (5) recent use of immunosuppressive or cytotoxic drugs within the past 6 months, (6) psychiatric patients, (7) participation in other clinical trials within the past 30 days, (8) patients with incomplete data or missing blood samples. Admission serum inflammatory cytokines and pathophysiological data were analyzed to develop machine learning models predicting MODS within 7 days. LR, DR, RF, SVM, NB, and XGBoost were evaluated based on the area under the AUROC. The SHAP method was used to interpret results.
RESULTS:
This study enrolled 79 patients with major trauma, and the median (Q1, Q3) age was 51 (35, 59) years (52 males, 65.8%). The inflammatory cytokine data were collected for all participants. Among these patients, 35 (44.3%) developed MODS, and 44 (55.7%) did not. Additionally, 2 patients (2.5%) from the MODS group succumbed. The logistic regression model showed strong performance in predicting MODS. Ten key cytokines, IL-18, Eotaxin, MCP-4, IP-10, CXCL12, MIP-3α, MCP-1, IL-1RA, Cystatin C, and MRP8/14 were identified as critical to the trauma-induced cytokine storm and MODS development. Early elevation of these cytokines achieved high predictive accuracy, with an AUROC of 0.887 (95% CI 0.813-0.976).
CONCLUSION
Trauma-induced cytokine storms are strongly associated with MODS. Early identification of inflammatory cytokine changes enables better prediction and timely interventions to improve outcomes.
Humans
;
Prospective Studies
;
Middle Aged
;
Male
;
Female
;
Adult
;
Aged
;
Cytokine Release Syndrome/etiology*
;
Adolescent
;
Young Adult
;
Aged, 80 and over
;
Wounds and Injuries/complications*
;
Cytokines/blood*
;
Multiple Organ Failure/diagnosis*
;
Machine Learning
3.The Role of the Modified Endothelial Activation and Stress Index (mEASIX) in Predicting the Efficacy of CAR-T Cell Therapy and Cytokine Release Syndrome (CRS).
Jin HU ; Qian-Nan HAN ; Feng-Yi LU ; Xin-Yue ZHOU ; Zhi-Qin YANG ; Kai-Lin XU ; Wei CHEN
Journal of Experimental Hematology 2025;33(4):1190-1198
OBJECTIVE:
To investigate the predictive role of the modified Endothelial Activation and Stress Index (mEASIX) in the efficacy of chimeric antigen receptor T-cell (CAR-T) therapy and cytokine release syndrome (CRS).
METHODS:
The clinical data of 70 relapsed and refractory (R/R) B-cell tumor patients who were treated with CAR-T therapy from September 1, 2018 to February 28, 2023 in the Department of Hematology, Affiliated Hospital of Xuzhou Medical University, were retrospectively analyzed. The value of log-2 mEASIX before conditioning (-7 d) was calculated, and the patients were divided into a low-mEASIX group (42 patients) and a high-mEASIX group (28 patients) based on the cut-off value of 5.443 determined by the receiver operating characteristic (ROC) curve. Eventually, the predictive role of mEASIX before conditioning on the efficacy of CAR-T cell therapy and CRS was analyzed.
RESULTS:
The high-mEASIX group exhibited significantly worse median overall survival (OS) and median progression-free survival (PFS) in comparison to the low mEASIX group (OS: 3.2 months vs not reached, P < 0.01; PFS: 1.3 months vs 6.0 months, P =0.009). The incidence of grade ≥2 CRS in the high-mEASIX group was substantially higher than that in the low-mEASIX group (57.1% vs 19.0%, P =0.007). The degree of remission after CAR-T therapy (P =0.001), whether CRS occurs or not (P =0.041), the lactate dehydrogenase (LDH) level before conditioning (P =0.046), and the mEASIX score before conditioning (P =0.047) were independent influencing factors for the OS of patients receiving CAR-T cell therapy.
CONCLUSION
The mEASIX score before conditioning can predict OS and the incidence of grade ≥2 CRS in patients with relapsed and refractory B-cell tumors who receive CAR-T cell therapy.
Cytokine Release Syndrome/therapy*
;
Immunotherapy, Adoptive/methods*
;
Humans
;
Lymphoma, B-Cell/therapy*
;
Retrospective Studies
;
Hematology
;
China
;
Receptors, Chimeric Antigen/blood*
;
Predictive Value of Tests
4.Successful use of hemoperfusion in a pregnant woman with COVID-19 critical infection.
Jean Michael Losaria Castillo ; Lara Marie David Bustamante ; Bianca King de la Vega
Philippine Journal of Obstetrics and Gynecology 2024;48(3):202-207
COVID-19 is an infectious disease caused by the severe acute respiratory syndrome coronavirus 2. Although not well established, COVID-19 infection carries a great effect on pregnant patients with increased severity compared to the nonpregnant population. Cytokine storm is a severe immune reaction and is one of the pathogeneses of COVID-19 infection. Studies have shown the benefit of hemoperfusion in managing cytokine storm, but the use in the pregnant population remains limited. We report the case of a 41-year-old pregnant woman at 25 weeks and 5 days age of gestation infected with COVID-19 presenting with difficulty of breathing and desaturation and then underwent hemoperfusion which improved her clinical condition.
Human ; Female ; Adult: 25-44 Yrs Old ; Covid-19 ; Cytokine Storm ; Cytokine Release Syndrome ; Hemoperfusion ; Pregnancy
5.Identifying COVID-19 confirmed patients at elevated risk for mortality and need of mechanical ventilation using a novel criteria for Hyperinflammatory Syndrome: A retrospective cohort, single-center, validation study
Jayvee Rho-An D. Descalsota ; Abdul Walli R. Cana ; Inofel I. Chin ; Jessie F. Orcasitas
Acta Medica Philippina 2024;58(Early Access 2024):1-12
Background and Objectives:
A mounting evidence links dysregulated immune response to cases of fatal pneumonia seen in COVID-19 infection. We aimed to validate the COVID-19-associated Hyperinflammatory Syndrome (cHIS) score, a novel clinical tool devised to identify those at risk for adverse outcomes, in a local population and investigate the relationship of cHIS score taken at admission and the risk of mortality and the need of mechanical ventilation
Methods:
This retrospective cohort study analyzed the sociodemographic, clinical, and laboratory data of 1,881 COVID-19 patients admitted at a tertiary hospital in Davao City, Philippines from January to December 2021. We calculated the cHIS score, composed of six clinical and laboratory criteria from admission, and used multivariate logistic regression to determine the risk of mortality and need of mechanical ventilation.
Results:
The cHIS score taken at admission, regardless of cut-off value, was a significant predictor of mortality (OR 0.979 [99% CI 0.894-1.064]) and need of mechanical ventilation (OR 0.586 [99% CI 0.4975-0.6745]). Using the Youden Index, a cut-off cHIS score of 3 or more was a better predictor of mortality (sensitivity, 88.59%; specificity, 71.72%), and a cut-off score of 2 or more was a better predictor of need of mechanical ventilation (sensitivity, 84.02%; specificity, 70.82%) than other cut-off cHIS scores.
Conclusion
Among COVID-19 patients, the cHIS score at admission correlated with the risk of mortality and the need of mechanical ventilation. Cutoff scores of 3 and 2 had the optimal sensitivities and specificities to predict the risk of mortality and the need of mechanical ventilation, respectively.
COVID-19
;
Inflammation
;
Mortality
;
Respiration, Artificial
;
Cytokine Release Syndrome
6.Clinical characteristics of cytokine release syndrome after haploidentical hematopoietic stem cell transplantation for thalassemia major.
Xiao-Hui ZHOU ; Xiao-Dong WANG ; Qi-Hong LIN ; Chun-Jing WANG ; Chun-Lan YANG ; Yue LI ; Xiao-Ling ZHANG ; Yu ZHANG ; Yue YU ; Si-Xi LIU
Chinese Journal of Contemporary Pediatrics 2024;26(12):1301-1307
OBJECTIVES:
To investigate the clinical characteristics of cytokine release syndrome (CRS) in children with thalassemia major (TM) after haploidentical hematopoietic stem cell transplantation (haplo-HSCT) and their prognosis.
METHODS:
A retrospective analysis was performed for the clinical data of 280 children with TM who underwent haplo-HSCT in the Department of Hematology and Oncology, Shenzhen Children's Hospital, from January 2019 to December 2021. According to the CRS criteria, they were divided into two groups: CRS grade <3 (260 children) and CRS grade ≥3 (20 children). The children with TM were analyzed in terms of clinical characteristics of CRS after haplo-HSCT and their prognosis.
RESULTS:
There were significant differences between the two groups in neutrophil engraftment time, clinical manifestations of CRS, and the rate of use of glucocorticoids within 4 days after haplo-HSCT (P=0.012, 0.040, and <0.001 respectively). For the CRS grade <3 group, the incidence rate of acute graft-versus-host disease (aGVHD) was 9.6% within 3 months after transplantation, while no aGVHD was observed in the CRS grade ≥3 group within 3 months after transplantation, but there was no significant difference in the incidence of aGVHD between the two groups within 3 months after transplantation (P=0.146). No transplantation-related death was observed in either group within 3 months after haplo-HSCT.
CONCLUSIONS
The children with CRS grade≥3 have an early neutrophil engraftment time, severe and diverse clinical manifestations of CRS, and a high rate of use of glucocorticoids within 4 days after haplo-HSCT. For these children, early use of low-dose glucocorticoids after transplantation may alleviate CRS response and reduce the incidence of aGVHD, thereby bringing more benefits to the children. CRS after haplo-HSCT has no significant impact on the prognosis of the children.
Humans
;
Hematopoietic Stem Cell Transplantation/adverse effects*
;
Male
;
Female
;
Child
;
Retrospective Studies
;
Child, Preschool
;
Graft vs Host Disease/prevention & control*
;
beta-Thalassemia/therapy*
;
Adolescent
;
Cytokine Release Syndrome/etiology*
;
Transplantation, Haploidentical/adverse effects*
;
Infant
;
Prognosis
;
Glucocorticoids/therapeutic use*
7.Cytokine storm and translating IL-6 biology into effective treatments for COVID-19.
Tiantian LI ; Dongsheng WANG ; Haiming WEI ; Xiaoling XU
Frontiers of Medicine 2023;17(6):1080-1095
As of May 3, 2023, the Coronavirus disease 2019 (COVID-19) pandemic has resulted in more than 760 million confirmed cases and over 6.9 million deaths. Several patients have developed pneumonia, which can deteriorate into acute respiratory distress syndrome. The primary etiology may be attributed to cytokine storm, which is triggered by the excessive release of proinflammatory cytokines and subsequently leads to immune dysregulation. Considering that high levels of interleukin-6 (IL-6) have been detected in several highly pathogenic coronavirus-infected diseases, such as severe acute respiratory syndrome in 2002, the Middle East respiratory syndrome in 2012, and COVID-19, the IL-6 pathway has emerged as a key in the pathogenesis of this hyperinflammatory state. Thus, we review the history of cytokine storm and the process of targeting IL-6 signaling to elucidate the pivotal role played by tocilizumab in combating COVID-19.
Humans
;
COVID-19
;
Interleukin-6
;
Cytokine Release Syndrome
;
SARS-CoV-2
;
Cytokines
;
Biology
8.Clinical characteristics and short-term prognosis of 22 cases with SARS-CoV-2 infection associated acute encephalopathy.
Chang Hong REN ; Xin Ying YANG ; Zhi Mei LIU ; Xiu Wei ZHUO ; Xiao Di HAN ; Li Fang DAI ; Xiao Juan TIAN ; Wei Xing FENG ; Lin GE ; Tong Li HAN ; Chun Hong CHEN ; Fang FANG
Chinese Journal of Pediatrics 2023;61(6):543-549
Objective: To investigate the clinical features and short-term prognosis of patients with SARS-CoV-2 infection associated acute encephalopathy (AE). Methods: Retrospective cohort study. The clinical data, radiological features and short-term follow-up of 22 cases diagnosed with SARS-CoV-2 infection associated AE in the Department of Neurology, Beijing Children's Hospital from December 2022 to January 2023 were retrospectively analyzed. The patients were divided into cytokine storm group, excitotoxic brain damage group and unclassified encephalopathy group according to the the clinicopathological features and the imaging features. The clinical characteristics of each group were analyzed descriptively. Patients were divided into good prognosis group (≤2 scores) and poor prognosis group (>2 scores) based on the modified Rankin scale (mRS) score of the last follow-up. Fisher exact test or Mann-Whitney U test was used to compare the two groups. Results: A total of 22 cases (12 females, 10 males) were included. The age of onset was 3.3 (1.7, 8.6) years. There were 11 cases (50%) with abnormal medical history, and 4 cases with abnormal family history. All the enrolled patients had fever as the initial clinical symptom, and 21 cases (95%) developed neurological symptoms within 24 hours after fever. The onset of neurological symptoms included convulsions (17 cases) and disturbance of consciousness (5 cases). There were 22 cases of encephalopathy, 20 cases of convulsions, 14 cases of speech disorders, 8 cases of involuntary movements and 3 cases of ataxia during the course of the disease. Clinical classification included 3 cases in the cytokine storm group, all with acute necrotizing encephalopathy (ANE); 9 cases in the excitotoxicity group, 8 cases with acute encephalopathy with biphasic seizures and late reduced diffusion (AESD) and 1 case with hemiconvulsion-hemiplegia syndrome; and 10 cases of unclassified encephalopathy. Laboratory studies revealed elevated glutathione transaminase in 9 cases, elevated glutamic alanine transaminase in 4 cases, elevated blood glucose in 3 cases, and elevated D-dimer in 3 cases. Serum ferritin was elevated in 3 of 5 cases, serum and cerebrospinal fluid (CSF) neurofilament light chain protein was elevated in 5 of 9 cases, serum cytokines were elevated in 7 of 18 cases, and CSF cytokines were elevated in 7 of 8 cases. Cranial imaging abnormalities were noted in 18 cases, including bilateral symmetric lesions in 3 ANE cases and "bright tree appearance" in 8 AESD cases. All 22 cases received symptomatic treatment and immunotherapy (intravenous immunoglobulin or glucocorticosteroids), and 1 ANE patient received tocilizumab. The follow-up time was 50 (43, 53) d, and 10 patients had a good prognosis and 12 patients had a poor prognosis. No statistically significant differences were found between the two groups in terms of epidemiology, clinical manifestations, biochemical indices, and duration of illness to initiate immunotherapy (all P>0.05). Conclusions: SARS-CoV-2 infection is also a major cause of AE. AESD and ANE are the common AE syndromes. Therefore, it is crucial to identify AE patients with fever, convulsions, and impaired consciousness, and apply aggressive therapy as early as possible.
Child
;
Female
;
Male
;
Humans
;
Retrospective Studies
;
Cytokine Release Syndrome
;
COVID-19/complications*
;
SARS-CoV-2
;
Brain Diseases/etiology*
;
Prognosis
;
Seizures
;
Cytokines
9.Reduning Injection protects flu-infected mice by inhibiting infiltration of inflammatory cells in lung and down-regulating cytokine storm.
Xiao-Lan YE ; Chen-Chen TANG ; Hui LIU ; You HU ; Tian-Nan XIANG ; Yue-Juan ZHENG
China Journal of Chinese Materia Medica 2022;47(17):4698-4706
This study aimed to explore the protective effect of Reduning Injection(RDN) on mice infected by influenza virus A/PR/8(PR8) and its immune regulatory roles during viral infection. In in vivo experiments, female C57 BL/6 mice were randomly divided into phosphate buffered saline(PBS) group, PR8-infected group, oseltamivir treatment group(OSV) and RDN treatment group. After 2 h of PR8 infection, mice in the oseltamivir group were gavaged with oseltamivir 30 mg·kg~(-1), and those in the RDN treatment group were injected intraperitoneally with RDN 1.5 mL·kg~(-1)once per day for seven consecutive days. The body weight of mice in each group was recorded at the same time every morning for 16 consecutive days. The line chart of body weight change was created to analyze the protective effect of RDN on flu-infected mice. The relative mRNA expression of different cytokines(IL-6, TNF-α, MCP-1, IL-1β, MIP-2, IP-10 and IL-10) in lung samples of flu-infected mice was detected by PCR. Flow cytometry was utilized to analyze the composition of immune cells of mouse BALF samples on day 5 after infection. Mouse macrophage cell line RAW264.7 was planted and treated by different concentrations of RDN(150, 300, 600 μg·mL~(-1)) for 24 h or 48 h, and cell proliferation was detected by CCK-8 assay. RAW264.7 cells and mouse primary peritoneal macrophages were stimulated with synthetic single stranded RNA(R837), which elicited the inflammatory response by mimicking the infection of single-stranded RNA viruses. The expression of cytokines and chemokines in the supernatants of above culture system was detected by ELISA and qPCR. On days 4, 5, 6, 7 and 15 after infection, the body weight loss of mice in the RDN treatment group was alleviated compared with that of PR8-infected mice(P<0.05). RDN treatment obviously reduced lung index and the production of IL-6, TNF-α, MCP-1 and MIP-2 in lung tissues of flu-infected mice(P<0.05). The proportions of macrophages, neutrophils and T cells in mouse BALF samples were analyzed by flow cytometry, and compared with PR8-infected mice, RDN decreased the proportion of macrophages in BALF of flu-infected mice(P<0.05), and the proportion of T cells was recovered dramatically(P<0.001). In CCK-8 assay, the concentrations of RDN(150, 300, 600 μg·mL~(-1)) failed to cause cytotoxicity to RAW264.7 cells. In addition, RDN lowered the expression of inflammatory cytokines such as IL-6, TNF-α,MCP-1, IL-1β, RANTES, and IP-10 and even anti-inflammatory cytokine IL-10 in R837-induced macrophages. RDN reduced the infiltration of inflammatory macrophages and the production of excessive inflammatory cytokines, alleviated the body weight loss of flu-infected mice. What's more, RDN restored the depletion of T cells, which might prevent secondary infection and deteriorative progression of the disease. Taken together, RDN may inhibit cytokine production and therefore down-regulate cytokine storm during the infection of influenza virus.
Animals
;
Anti-Inflammatory Agents/pharmacology*
;
Body Weight
;
Chemokine CCL5/pharmacology*
;
Chemokine CXCL10/pharmacology*
;
Cytokine Release Syndrome
;
Cytokines/genetics*
;
Drugs, Chinese Herbal
;
Female
;
Imiquimod/pharmacology*
;
Interleukin-10
;
Interleukin-6
;
Lung
;
Mice
;
Mice, Inbred C57BL
;
Oseltamivir/pharmacology*
;
Phosphates/pharmacology*
;
RNA
;
RNA, Messenger
;
Sincalide/pharmacology*
;
Tumor Necrosis Factor-alpha/genetics*
;
Weight Loss
10.Tanshinone IIA prevents acute lung injury by regulating macrophage polarization.
Jia-Yi ZHAO ; Jin PU ; Jian FAN ; Xin-Yu FENG ; Jian-Wen XU ; Rong ZHANG ; Yan SHANG
Journal of Integrative Medicine 2022;20(3):274-280
OBJECTIVE:
Acute lung injury (ALI) is a serious respiratory dysfunction caused by pathogen or physical invasion. The strong induced inflammation often causes death. Tanshinone IIA (Tan-IIA) is the major constituent of Salvia miltiorrhiza Bunge and has been shown to display anti-inflammatory effects. The aim of the current study was to investigate the effects of Tan-IIA on ALI.
METHODS:
A murine model of lipopolysaccharide (LPS)-induced ALI was used. The lungs and serum samples of mice were extracted at 3 days after treatment. ALI-induced inflammatory damages were confirmed from cytokine detections and histomorphology observations. Effects of Tan-IIA were investigated using in vivo and in vitro ALI models. Tan-IIA mechanisms were investigated by performing Western blot and flow cytometry experiments. A wound-healing assay was performed to confirm the Tan-IIA function.
RESULTS:
The cytokine storm induced by LPS treatment was detected at 3 days after LPS treatment, and alveolar epithelial damage and lymphocyte aggregation were observed. Tan-IIA treatment attenuated the LPS-induced inflammation and reduced the levels of inflammatory cytokines released not only by inhibiting neutrophils, but also by macrophage. Moreover, we found that macrophage activation and polarization after LPS treatment were abrogated after applying the Tan-IIA treatment. An in vitro assay also confirmed that including the Tan-IIA supplement increased the relative amount of the M2 subtype and decreased that of M1. Rebalanced macrophages and Tan-IIA inhibited activations of the nuclear factor-κB and hypoxia-inducible factor pathways. Including Tan-IIA and macrophages also improved alveolar epithelial repair by regulating macrophage polarization.
CONCLUSION
This study found that while an LPS-induced cytokine storm exacerbated ALI, including Tan-IIA could prevent ALI-induced inflammation and improve the alveolar epithelial repair, and do so by regulating macrophage polarization.
Abietanes
;
Acute Lung Injury/drug therapy*
;
Animals
;
Cytokine Release Syndrome
;
Cytokines
;
Inflammation/drug therapy*
;
Lipopolysaccharides/toxicity*
;
Macrophage Activation
;
Macrophages
;
Mice
;
Triacetoneamine-N-Oxyl/pharmacology*


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