1.Straddling Two Lineages: Mixed-Phenotype Acute Leukemia, B/T (MPAL-B/T) in a 12-year-old Filipino Male
Dan Angelo D. Matias ; Francisco P. Tria IV ; Daphne C. Ang
Philippine Journal of Pathology 2026;(75th PSP Research Competition Abstracts):1-
Introduction:
Mixed-phenotype acute leukemia (MPAL) is a rare, biologically highrisk acute leukemia characterized by blasts expressing markers of more than one
hematopoietic lineage. It accounts for <4% of acute leukemias. MPAL with B- and
T-lineage differentiation (MPAL-B/T) is exceptionally rare, comprising ~6% of MPAL
cases, with limited pediatric reports. Accurate recognition is critical, as this entity
carries distinct therapeutic and prognostic implications compared with lineage-defined
leukemias.
Case Presentation:
We report a 12-year-old Filipino female presenting with epistaxis,
pallor, and easy bruising. Laboratory studies revealed severe anemia, hyperleukocytosis,
and circulating blasts. Peripheral blood flow cytometry revealed 73% blasts co-expressing
T-lineage markers (surface and cytoplasmic CD3, CD5, CD7) and B-lineage markers
(CD19, cytoplasmic CD79a), with CD34 and HLA-DR. Bone marrow flow cytometry
confirmed persistent dual-lineage expression in blasts comprising 21% of total events.
Discussion:
The findings meet WHO diagnostic criteria for MPAL, with definitive
T-lineage assignment via cCD3 and strong B-lineage expression with CD19 and
cCD79a. By European Group for the Immunological Classification of Leukemias
criteria, lineage scores were 3.5 (T) and 3 (B), consistent with biphenotypic leukemia.
MPAL has inferior survival compared with lineage-defined ALL and remains
therapeutically challenging due to uncertainty in optimal induction strategy. Emerging
data support ALL-directed regimens with risk-adapted consolidation, underscoring
that precise immunophenotypic classification informs treatment algorithms and risk
stratification. Misclassification as isolated T-ALL or B-ALL may lead to inappropriate
therapy and poorer outcomes.
Conclusion
To our knowledge, this is the first reported Filipino pediatric MPALB/T case, emphasizing the need for comprehensive immunophenotyping and local
molecular and outcome data to guide evidence-based management.
Leukemia, Biphenotypic, Acute
;
Phenotype
;
T-Lymphocytes
2.The effect of CD33+MDSC-mediated T lymphocyte function on the therapeutic efficacy of 125I particle implantation combined with arterial chemoembolization in the treatment of cervical cancer.
Yongjin HU ; Zanhong WANG ; Feng'e LI ; Weihong FENG ; Yupeng WANG
Chinese Journal of Cellular and Molecular Immunology 2025;41(10):905-912
Objective To explore the expression levels of CD33+ myeloid-derived suppressor cell (MDSC)-mediated T lymphocyte function and related inflammatory factors secreted by T lymphocyte subsets in patients with cervical cancer, and to analyze their correlation with the treatment efficacy of 125I particle implantation combined with arterial chemoembolization, as well as predictive value for treatment outcomes and interaction effects. Methods From January 1st, 2021 to January 1st, 2024, our hospital admitted 152 patients with advanced cervical cancer, who were confirmed by pathological examination. All patients received uterine artery chemoembolization combined with 125I particle implantation. The predictive value of CD33+MDSC levels for clinical treatment response in cervical cancer was assessed using receiver operating characteristic (ROC) curve analysis. Multivariate logistic regression analysis was performed to evaluate both multiplicative and additive interactions between CD33+MDSC and T lymphocytes in predicting clinical treatment failure of cervical cancer. Kaplan Meier method was used to analyze the survival differences between cervical cancer patients with high and low CD33+MDSC expression levels. Results Compared with the effective group, patients in the ineffective group had decreased expression levels of CD3+ T lymphocyte, CD4+ T lymphocyte, interleukin 2 (IL-2) and interferon γ (IFN-γ), while showing increased expression levels of CD33+MDSC, CD8+ T lymphocyte, IL-4 and IL-6, along with increased tumor necrosis factor α (TNF-α) levels, larger maximum tumor diameters, and a higher incidence of lymph node metastasis. The expression levels of CD33+MDSCs demonstrated good predictive performance for treatment efficacy in cervical cancer patients. The high CD33+MDSC expression group had a significantly shorter overall survival (OS) than the low CD33+MDSC expression group (6.0±1.0 months vs. 12.0±1.2 months; t=33.280). The interaction analysis revealed that CD33+MDSCs and CD8+ T lymphocytes were highly expressed, while CD3+ and CD4+ T lymphocytes were lowly expressed, which was associated with an increased risk of clinical treatment failure in cervical cancer patients. Conclusion CD33+MDSCs can inhibit CD3+ and CD4+ T lymphocytes. It can upregulate the expression of CD8+ T lymphocytes, form an immunosuppressive microenvironment, and reduce the treatment response rate of 125I particle implantation combined with arterial chemoembolization. CD33+MDSCs may serve as an independent biomarker for predicting the therapeutic efficacy and poor prognosis.
Humans
;
Female
;
Uterine Cervical Neoplasms/immunology*
;
Middle Aged
;
Chemoembolization, Therapeutic/methods*
;
Sialic Acid Binding Ig-like Lectin 3/immunology*
;
Adult
;
T-Lymphocytes/immunology*
;
Aged
;
Treatment Outcome
3.Preparation and identification of a novel microparticle-loaded DC vaccine against hepatocellular carcinoma.
Zhao ZHAN ; Xuezheng LIU ; Doudou DONG ; Dingyu CHEN ; Yaling SUN
Chinese Journal of Cellular and Molecular Immunology 2025;41(10):913-920
Objective To characterize the properties of Hepa1-6-derived microparticles (Hepa1-6-MPs), investigate their stimulatory effects on dendritic cells (DCs) and their cellular uptake pathways, and explore the specific cytotoxic effects of CD8+ T cells induced by Hepa1-6-MP-loaded DCs on hepatoma cell lines, with the aim of developing a novel immunotherapeutic model for hepatocellular carcinoma (HCC). Methods The isolated Hepa1-6-MPs were identified using Western blotting, transmission electron microscopy (TEM) and dynamic light scattering (DLS). Flow cytometry was used to assess the uptake pathways of Hepa1-6-MPs by DCs. Subsequently, enzyme-linked immunosorbent assay (ELISA) was used to measure the effects of Hepa1-6-MP-loaded DCs on the release levels of tumor necrosis factor α(TNF-α) and interferon γ(IFN-γ) into the supernatant of CD8+ T cells. Lactate dehydrogenase (LDH) tests were conducted to evaluate the cytotoxic effects of CD8+ T cells stimulated by Hepa1-6-MP-loaded DCs on hepatoma cells. Results The morphology, size and protein markers of Hepa1-6-MPs met the established criteria. Hepa1-6-MPs enhanced the expression of DC maturation markers CD80 and CD86, and were internalized by DCs via clathrin-mediated endocytosis and phagocytosis pathways. Subsequently, Hepa1-6-MP-loaded DCs stimulated CD8+ T cells to release high levels of TNF-α and IFN-γ, which induced their specific cytotoxicity against HCC cells. Conclusion These findings suggest that Hepa1-6-MP-loaded DCs may be a promising HCC immunotherapeutic tool.
Carcinoma, Hepatocellular/therapy*
;
Liver Neoplasms/therapy*
;
Dendritic Cells/immunology*
;
Humans
;
Cancer Vaccines/immunology*
;
CD8-Positive T-Lymphocytes/immunology*
;
Cell Line, Tumor
;
Tumor Necrosis Factor-alpha/immunology*
;
Interferon-gamma/immunology*
;
Cell-Derived Microparticles/immunology*
;
Animals
4.She-Ti-Zhi-Qiu decoction ameliorates allergic rhinitis in rats by regulating the gut microbiota and Th17/Treg balance.
Chao LUO ; Lisha LIU ; Yajing HUANG ; Shaobo LIU ; Shunlin PENG
Chinese Journal of Cellular and Molecular Immunology 2025;41(11):961-970
Objective To explore the mechanism by which She-Ti-Zhi-Qiu decoction alleviates allergic rhinitis (AR) through gut microbiota-mediated regulation of T helper cell 17(Th17)/regulatory T cells(Treg) balance and related cytokines. Methods Twenty-eight female SD rats were randomly divided into four groups: the Control group, Model group, STZQ group, and Probiotics group. Except for the Control group, all other groups were sensitized with ovalbumin (OVA) to establish AR models. The Control and Model groups received intragastric administration of normal saline, while the STZQ group was administered She-Ti-Zhi-Qiu Decoction, and Probiotics group received probiotics. After two weeks of continuous intragastric administration, nasal mucosa, serum, peripheral blood, and colon contents were collected. The inflammation of nasal mucosal tissue was assessed via HE staining. 16S rDNA sequencing was used to detect and analyze the structure and content of bacteria in colon contents. Flow cytometry was used to detect the relative proportions of Treg and Th17 cells in peripheral blood. ELISA was used to measure the levels of Th17- and Treg-related cytokines in serum. Results Compared with the Control group, the Model group showed an inflammatory response in nasal mucosal tissue, along with increased IL-17A and IL-17E levels and decreased IL-10 levels. The percentage of Th17 cells in peripheral blood increased, while the percentage of Treg cells decreased. Beneficial bacteria in the intestine were decreased, while pathogenic bacteria were increased. Compared with the Model group, the STZQ group showed lower serum IL-17A and IL-17E levels and higher IL-10 levels. The percentage of Th17 in peripheral blood decreased, while the percentage of Treg increased. There was an increase in beneficial bacteria in the intestine and a decrease in pathogenic bacteria. The changes in the microbiota were correlated with IL-17A, IL-17E, and IL-10 levels. Conclusion She-Ti-Zhi-Qiu decoction can ameliorate the inflammation of AR by regulating gut microbiota and Th17/Treg immune balance.
Animals
;
T-Lymphocytes, Regulatory/drug effects*
;
Th17 Cells/drug effects*
;
Gastrointestinal Microbiome/drug effects*
;
Rats, Sprague-Dawley
;
Drugs, Chinese Herbal/therapeutic use*
;
Female
;
Rhinitis, Allergic/microbiology*
;
Rats
;
Cytokines
5.Prognostic value of serum CD4+ and NK cells for the treatment response in children with aplastic anemia.
Chun-Can WU ; Mei YAN ; Hailiguli NURIDDIN ; Xu-Kai MA ; Yu LIU
Chinese Journal of Contemporary Pediatrics 2025;27(6):690-695
OBJECTIVES:
To evaluate the clinical value of CD4⁺ cell percentage (CD4⁺%) and NK cell percentage (NK%) in predicting treatment outcomes in children with aplastic anemia (AA), providing a reference for precise diagnosis and treatment.
METHODS:
This retrospective study analyzed the clinical data of AA children treated with cyclosporine A at the First Affiliated Hospital of Xinjiang Medical University from January 2019 to April 2024. The study involved 48 AA children as the observation group and 50 children undergoing medical check-ups during the same period as the control group. Lymphocyte subset data were collected from both groups to analyze differences and their relationship with treatment efficacy. Based on hematological responses, the observation group was divided into an effective group of 18 patients (HR group, including complete and partial remission) and an ineffective group of 30 patients (NHR group, including non-remission).
RESULTS:
Univariate analysis showed that NK% in the observation group was significantly lower than that in the control group (P<0.05). The observation group was followed up for 3 months. The HR group had a lower CD4⁺% than the NHR group (P=0.018) and a higher NK% than the NHR group (P=0.029). Multivariate logistic regression analysis indicated that a high CD4⁺% was a risk factor for poor treatment efficacy (OR=1.062), whereas a high NK% was a protective factor (OR=0.820). The area under the curve for the prediction of HR in pediatric AA by combining CD4⁺% and NK% was 0.812.
CONCLUSIONS
A higher CD4⁺% at diagnosis is a predictor of poor treatment response, whereas a higher NK% is associated with better outcomes.
Humans
;
Anemia, Aplastic/blood*
;
Male
;
Female
;
Killer Cells, Natural
;
Child
;
Retrospective Studies
;
Child, Preschool
;
Prognosis
;
Adolescent
;
CD4-Positive T-Lymphocytes
;
Infant
6.The Significance of Bone Marrow Plasma Cell Percentage and Immature Plasma Cells in the Prognosis of Newly Diagnosed Multiple Myeloma Patients.
Yuan-Yuan ZHANG ; Qi-Ke ZHANG ; Xiao-Fang WEI ; You-Fan FENG ; Yuan FU ; Fei LIU ; Qiao-Lin CHEN ; Yang-Yang ZHAO ; Xiu-Juan HUANG ; Yang CHEN
Journal of Experimental Hematology 2025;33(2):469-474
OBJECTIVE:
To explore the significance of the plasma cell percentage and immature plasma cells in the prognosis of patients with multiple myeloma (MM).
METHODS:
The clinical data of 126 newly diagnosed MM patients in Gansu Provincial Hospital from June 2017 to November 2022 were retrospectively analyzed. The enrolled patients were divided into a higher plasma cell percentage group (group A) and a lower plasma cell percentage group (group B) according to the median plasma cell percentage (33.5%). The clinicopathological data of the two groups were compared, and the effect of plasma cell percentage on the prognosis of MM patients was analyzed using survival curves. On this basis, group A and group B were divided into subgroups with immature plasma cells (A1 group, B1 group) and subgroups without immature plasma cells (A2 group, B2 group), respectively, then the survival curves were used to analyze the effect of immature plasma cells on the prognosis of MM patients.
RESULTS:
Among the 126 patients with MM, the proportions of patients with ISS stage III, elevated β2-microglobulin(β2-MG) level, and immature plasma cells in Group A were significantly higher compared those in Group B ( P =0.015, P =0.028, P =0.010). The median overall survival(OS) and progression-free survival(PFS) of group A were 32 months and 10 months, respectively. The median OS of group B was not reached, and the median PFS was 32 months. The 3-year OS rates of patients in group A and group B were 46.7% and 62.2%, respectively ( P =0.021), and the 3-year PFS were 29.2% and 42.5%, respectively ( P =0.033). There were no significant differences in OS and PFS between group A1 and group A2, or between group B1 and group B2 ( P >0.05). Multivariate COX survival analysis showed that the plasma cell percentage ≥33.5%(HR=1.253, 95%CI : 0.580-2.889, P =0.018), age ≥65 years (HR=2.206, 95%CI : 1.170-3.510, P =0.012), lactate dehydrogenase(LDH) ≥250 U/L (HR=1.180, 95%CI : 0.621-2.398, P =0.048) and β2-MG ≥3.5 mg/L (HR=1.507, 95%CI : 0.823-3.657, P =0.036) were independent risk factors affecting OS in MM patients.
CONCLUSION
MM patients with a higher plasma cell percentage (≥33.5%) at the initial diagnosis have a later disease stage, poorer OS and PFS, compared to the patients with a lower percentage(<33.5%) of plasma cells. The presence or absence of immature plasma cells has no significant impact on the survival of MM patients.
Humans
;
Multiple Myeloma/pathology*
;
Prognosis
;
Plasma Cells/cytology*
;
Retrospective Studies
;
Male
;
Female
;
Middle Aged
;
Aged
;
Bone Marrow
7.The Latest Research Progress of T Cell Exhaustion in Hematological Malignancy --Review.
Xia-Xin LIU ; Zi-Zhen XU ; Jun-Min LI
Journal of Experimental Hematology 2025;33(2):606-611
T cell exhaustion plays an immunosuppressive role in malignant tumors. Continuous tumor antigen stimulation, the presence of suppressive immune cells and cytokines in the tumor microenvironment, the up regulation of inhibitory receptor expression on the surface of T cells, changes in T cell related transcription factors, and metabolites in the tumor microenvironment may lead to T cell exhaustion. Reversing the exhaustion of T cells in tumor patients is a promising strategy for tumor immunotherapy. This article will review the latest research progress on T cell exhaustion status, pathogenesis, reversal methods, and clinical applications in hematological tumors.
Humans
;
Hematologic Neoplasms/immunology*
;
T-Lymphocytes/immunology*
;
Tumor Microenvironment
;
Immunotherapy
;
T-Cell Exhaustion
8.Clinical Analysis of Primary Cutaneous CD8+ Aggressive Epidermotropic Cytotoxic T-Cell Lymphoma.
Ping CHENG ; Jun GUAN ; Yan FENG ; Hui CHENG
Journal of Experimental Hematology 2025;33(3):777-783
OBJECTIVE:
To report the clinical characteristics, diagnosis, treatment and prognosis of one patient with primary cutaneous CD8+ aggressive epidermotropic cytotoxic T-cell lymphoma (CD8+ PCAECTL), and to strengthen the understanding of this extremely rare type of lymphoma.
METHODS:
The clinical manifestations, diagnosis, treatment course, and prognosis of one patient with CD8+ PCAECTL admitted to our hospital were retrospectively analyzed.
RESULTS:
The patient is a 42-year-old female, with infiltrative skin rash on naso-facial and back as the main clinical manifestations. After pathological examination of the affected skin tissue, immunohistochemistry, molecular biology, and imaging, the diagnosis was confirmed as CD8+ PCAECTL, T3aN0M0 stage. Alternating chemotherapy with CHOP/HD-MTX (methotrexate, 6 g/m2) regimen was administered, and achieved complete remission (CR) after 4 cycles. After undergoing chemotherapy with DHAP regimen (cisplatin 100 mg/m2, d 1 + cytarabine 2 g/m2, q 12h, d 2 + dexamethasone 40 mg/d, d 1-4), the patient was mobilized for peripheral blood stem cells using recombinant human granulocyte colony-stimulating factor (G-CSF), and a sufficient number of CD34+ cells were successfully collected. Preconditioning was conducted with the BEAM regimen, followed by consolidation therapy with autologous hematopoietic stem cell transplantation (AHSCT). The patient remained in a disease-free survival state after 20 months of follow-up post-AHSCT.
CONCLUSION
CD8+ PCAECTL is extremely rare in clinical practice, with insidious onset and difficult early diagnosis. It is mainly characterized by the proliferation of epidermotropic CD8+ cytotoxic T cells and aggressive clinical course. At present, there is still no unified standard for the optimal treatment regimen, and the prognosis is very poor. Consolidation therapy with AHSCT after achieving remission through induction chemotherapy can improve the survival and prognosis of the CD8+ PCAECTL patients.
Humans
;
Female
;
Adult
;
Antineoplastic Combined Chemotherapy Protocols/therapeutic use*
;
Lymphoma, T-Cell, Cutaneous/diagnosis*
;
Retrospective Studies
;
Prognosis
;
CD8-Positive T-Lymphocytes
;
Skin Neoplasms/diagnosis*
;
T-Lymphocytes, Cytotoxic
9.Correlation between Expression Levels of Tim-3, C-myc and Proportion of T Lymphocyte Subsets and Prognosis in Patients with Acute Lymphoblastic Leukemia.
Yu-Chai ZHONG ; Ke-Ding HU ; Yi-Rong JIANG ; Xiao-Wen HUANG
Journal of Experimental Hematology 2025;33(5):1299-1304
OBJECTIVE:
To analyze the correlation between the expression levels of Tim-3, C-myc and the proportion of T lymphocyte subsets and prognosis in patients with acute lymphoblastic leukemia (ALL).
METHODS:
The research group selected 60 ALL patients admitted to our hospital from December 2019 to December 2021, while the control group selected 55 healthy volunteers who underwent physical examination in our hospital. The expression levels of Tim-3, C-myc mRNA and the proportion of T lymphocyte subsets in the two groups were detected. The mortality rate of ALL patients was calculated, and the correlation between the expression levels of Tim-3, C-myc, and the proportion of T lymphocyte subsets and pathological features and prognosis was analyzed.
RESULTS:
Compared with the control group, the levels of Tim-3, C-myc and CD8+ in the research group were increased, while the levels of CD3+ , CD4+ and CD4+ /CD8+ were decreased (all P < 0.001). The levels of Tim-3, C-myc mRNA, CD3+ , CD4+ , CD8+ , CD4+ /CD8+ were correlated with risk classification and extramedullary infiltration (all P < 0.05). The survival rate of patients with low expression of Tim-3, C-myc, and CD8+ was higher than that of patients with high expression, while the survival rate of patients with high expression of CD3+ , CD4+ , and CD4+ /CD8+ was higher than that of patients with low expression (all P < 0.05). Univariate analysis showed that the deceased patients had higher proportions of extramedullary infiltration and high-risk classification, as well as higher levels of Tim-3, C-myc, and CD8+ , while lower levels of CD3+ , CD4+ , and CD4+ /CD8+ compared with surviving patients (all P < 0.01). Multivariate logistic regression analysis showed that extramedullary invasion, risk classification, Tim-3, C-myc, CD3+ , CD4+ , CD8+ , CD4+ /CD8+ were the main factors affecting the prognosis of ALL patients (all P < 0.05). ROC curve analysis showed that the combination of Tim-3, C-myc, and T lymphocyte subsets had higher sensitivity and accuracy in predicting prognosis of ALL patients compared with the single diagnosis of Tim-3, C-myc, CD3+ , CD4+ , CD8+ , and CD4+ /CD8+ (P < 0.05).
CONCLUSION
ALL patients show higher levels of Tim-3, C-myc mRNA and CD8+ but lower levels of CD3+ , CD4+ and CD4+/CD8+. Moreover, the expression levels of Tim-3, C-myc, CD3+ , CD4+ , CD8+ and CD4+/CD8+ are correlated with extramedullary invasion, high-risk classification and prognosis.
Humans
;
Hepatitis A Virus Cellular Receptor 2/metabolism*
;
Prognosis
;
Proto-Oncogene Proteins c-myc/metabolism*
;
Precursor Cell Lymphoblastic Leukemia-Lymphoma/diagnosis*
;
T-Lymphocyte Subsets
;
Male
;
Female
;
Adult
;
Middle Aged
;
Adolescent
;
RNA, Messenger
10.The Expression and Significance of PD-1, Th1, Th2, and Th17 Cytokines in Multiple Myeloma.
Di LIU ; Qian CHEN ; Ling LI ; Hua-Xin JIANG
Journal of Experimental Hematology 2025;33(5):1366-1373
OBJECTIVE:
To explore the expression and clinical significance of programmed death receptor 1 (PD-1), Th1, Th2, and Th17 cytokines in multiple myeloma (MM).
METHODS:
A total of 76 MM patients treated in the Tengzhou Central People's Hospital from May 2021 to May 2023 were collected as MM group, and 48 healthy individuals who underwent physical examination during the same period were included as control group. The expression of PD-1 on the surface of CD4+ and CD8+ T cells and the levels of serum Th1 cytokines [interleukin (IL) -2, interferon γ (IFN-γ), tumor necrosis factor α (TNF-α)], Th2 cytokines (IL-4, IL-6, IL-10) and Th17 cytokines (IL-17) were detected in the two groups. Spearman correlation was used to examine the relationship between PD-1, Th1, Th2 and Th17 cytokines and clinical stage and immune typing of MM patients. Multivariate logistic regression analysis was used to analyze the related factors affecting the efficacy of chemotherapy in MM patients, and the factors were tested for multicollinearity. Receiver operating characteristic (ROC) curve was drawn to analyze the predictive value of PD-1, Th1, Th2 and Th17 cytokines in chemotherapy efficacy of MM patients.
RESULTS:
The levels of CD4+T PD-1, CD8+T PD-1, IL-4, IL-6, IL-10, and IL-17 in the MM group were higher than those in the control group, while the levels of IL-2, IFN-γ, and TNF-α were lower (all P <0.001). The levels of CD4+T PD-1, CD8+T PD-1, IL-4, IL-6, IL-10, and IL-17 in R-ISS stage III patients were higher than those in stage II and I patients, and the levels in stage II patients were higher than those in stage I patients (all P <0.05). The IL-2 level in R-ISS stage III patients was lower than that in stage II and I patients, and IL-2 level in R-ISS stage II patients was lower than that in stage I patients (all P <0.05). The levels of CD4+T PD-1, CD8+T PD-1, IL-4, IL-6, IL-10, and IL-17 in IgG patients were higher than those in IgA, light chain, and non secretory patients, while the level of IL-2 was lower (all P <0.05). Correlation analysis showed that CD4+T PD-1, CD8+T PD-1, IL-4, IL-6, IL-10, and IL-17 were positively correlated with R-ISS staging in MM patients (r =0.623, 0.635, 0.728, 0.330, 0.742, 0.412), and negatively correlated with immune classification (r =-0.664, -0.756, -0.642, -0.479, -0.613, -0.323). IL-2 was negatively correlated with R-ISS staging in MM patients (r =-0.280), and positively correlated with immune classification (r =0.483). The levels of CD4+T PD-1, CD8+T PD-1, IL-4, IL-6, IL-10, and IL-17 in the non-remission group were higher than those in the remission group, while the level of IL-2 was lower (all P <0.001). Multivariate logistic regression analysis showed that the increased CD4+T PD-1, CD8+T PD-1, IL-4, IL-6, IL-10 and IL-17 were risk factors for the efficacy of chemotherapy in MM patients (OR >1, P <0.05), while the increased IL-2 was a protective factor (OR < 1, P <0.05). The results of multicollinearity test showed that the tolerance of the seven factors included was between 0.714-0.885, and the variance inflation factor was between 1.130-1.400. There was no multicollinearity. The ROC curve analysis results showed that the area under the curve for the combined prediction of chemotherapy efficacy in MM patients by the above 7 factors was 0.942, with specificity of 0.741 and sensitivity of 0.909.
CONCLUSION
The expression levels of PD-1 on the surface of CD4+ and CD8+ T cells and serum Th2 and Th17 cytokines in MM patients are high, while Th1 cytokines are low. PD-1, Th1, Th2, and Th17 cytokines are related to clinical stage and immune classification of MM patients. The combined detection of these indicators can help predict the chemotherapy efficacy of MM patients.
Humans
;
Programmed Cell Death 1 Receptor/metabolism*
;
Multiple Myeloma/blood*
;
Cytokines/metabolism*
;
Th17 Cells/metabolism*
;
Th1 Cells/metabolism*
;
Th2 Cells/metabolism*
;
Female
;
Male
;
Interleukin-10
;
Interferon-gamma
;
Middle Aged
;
Interleukin-17
;
Interleukin-2
;
Interleukin-4
;
Tumor Necrosis Factor-alpha
;
Interleukin-6
;
Aged


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