1.Analysis of serological and molecular genetic characteristics of a Chinese pedigree with a B(A)06 subtype.
Dongdong TIAN ; Ding ZHAO ; Wei LI ; Zhihao LI ; Jiali YANG ; Yongfang ZHANG ; Liuchuang ZHENG
Chinese Journal of Medical Genetics 2026;43(3):220-227
OBJECTIVE:
To explore the serological and molecular genetic characteristics of a family with subtype B(A)06.
METHODS:
A neonatal hyperbilirubinemia patient who was treated at Henan Children's Hospital on June 15, 2023 due to "yellowing of the skin and gradual aggravation", and was found to have inconsistent ABO forward and reverse typing through blood type testing, was selected as the research subject. Six milliliters of peripheral blood were collected from the newborn and her family members (grandfather, grandmother, father, mother and aunt) respectively. ABO blood group identification was performed by the blood group serological method. Human genomic DNA was extracted using the nucleic acid extraction or purification reagent BT-01. ABO gene exons 2 to 7 were amplified by PCR. The PCR-specific products that were successfully amplified were sequenced by Sanger method. Taking ABO*A1.01 as the reference sequence, the ABO gene sequences of the newborn and her family members were analyzed to determine the ABO genotype. The procedures followed in this study were approved by the Ethics Committee of Henan Children's Hospital (Ethics No.: 2022-K-L036).
RESULTS:
The serological results of ABO blood group showed that the newborn, her grandfather, father and aunt were all incompatible with the forward and reverse typing. The blood group phenotype of the newborn was AwB or B(A), the blood group phenotype of the grandfather was A2B or B(A), the blood group phenotype of the father and aunt were A2B, and the blood group phenotype of the grandmother and mother were both O. The screening test results of hemolytic disease of the newborn showed that the free test detected IgG anti-A1 antibody, while the elution test, direct antiglobulin test and antibody screening results were all negative. The Sanger sequencing results showed that the newborn had variations of c.261delG, c.297A>G, c.526C>G, c.657C>T, c.703G>A, c.796C>A and c.930G>A. Her grandfather had variations of c.297A>G, C.526C>G, c.657C>T, c.703G>A, c.796C>A, c.803G>C and c.930G>A. Her grandmother had variations of c.106G>T, c.188G>A, c.189C>T, c.220C>T, c.261delG, c.297A>G, c.646T>A, c.681G>A, c.771C>T and c.829G>A. Her father and aunt had variations of c.106G>T, c.188G>A, c.189C>T, c.220C>T, c.261delG, c.297A>G, c.526C>G, c.646T>A, c.657C>T, c.681G>A, c.703G>A, c.771C>T, c.796C>A, c.829G>A and c.930G>A. Her mother had variations of c.106G>T, c.188G>A, c.189C>T, c.220C>T, c.261delG, c.297A>G, c.646T>A, c.681G>A, c.771C>T, and c.829G>A.The genotype of the newborn was ABO*BA.06/ABO*O.01.01, her grandfather was ABO*BA.06/ABO*B.01, her grandmother was ABO*O.01.02/ABO*O.01.02, her father and aunt were ABO*BA.06/ABO*O.01.02, and her mother was ABO*O.01.01/ABO*O.01.02. The ABO*BA.06 allele of the newborn, grandfather, father and aunt was caused by the c.803C>G variation in exon 7 based on the ABO*B.01 allele. The ABO*BA.06 allele can be stably inherited in this family.
CONCLUSION
The blood type of neonatal patients with B(A)06 subtype can be accurately determined by gene sequencing technology. If the forward typing is ≤ 3+ agglutination intensity in newborn ABO blood group identification, the reason should be carefully analyzed, and the molecular biology technology and family gene sequencing results should be used to jointly determine if necessary.
Humans
;
ABO Blood-Group System/genetics*
;
Female
;
Pedigree
;
Male
;
Infant, Newborn
;
Asian People/genetics*
;
Genotype
;
China
;
Blood Grouping and Crossmatching
;
Hyperbilirubinemia, Neonatal/blood*
;
East Asian People
2.Optimization Strategy and Practice of Traditional Chinese Medicine Compound and Its Component Compatibility
Zhihao WANG ; Wenjing ZHOU ; Chenghao FEI ; Yunlu LIU ; Yijing ZHANG ; Yue ZHAO ; Lan WANG ; Liang FENG ; Zhiyong LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(1):299-310
Prescription optimization is a crucial aspect in the study of traditional Chinese medicine (TCM) compounds. In recent years, the introduction of mathematical methods, data mining techniques, and artificial neural networks has provided new tools for elucidating the compatibility rules of TCM compounds. The study of TCM compounds involves numerous variables, including the proportions of different herbs, the specific extraction parts of each ingredient, and the interactions among multiple components. These factors together create a complex nonlinear dose-effect relationship. In this context, it is essential to identify methods that suit the characteristics of TCM compounds and can leverage their advantages for effective application in new drug development. This paper provided a comprehensive review of the cutting-edge optimization experimental design methods applied in recent studies of TCM compound compatibilities. The key technical issues, such as the optimization of source material selection, dosage optimization of compatible herbs, and multi-objective optimization indicators, were discussed. Furthermore, the evaluation methods for component effects were summarized during the optimization process, so as to provide scientific and practical foundations for innovative research in TCM and the development of new drugs based on TCM compounds.
3.Retrospective epidemiological analysis of fungal infection of a hospital from 2018 to 2024
Zhihao LIU ; Yali LIU ; Lina GUO ; Yao WANG ; Ying ZHAO ; Xiuli XIE ; Wenjing LIU ; Renyuan ZHU ; Hongli SUN ; Hongtao DOU ; Dingding LI ; Lingli LIU ; Shuying YU ; Menglan ZHOU ; Qiwen YANG ; Yingchun XU ; Li ZHANG
International Journal of Laboratory Medicine 2025;46(21):2588-2594
Objective To analyze the main epidemiological characteristics of fungal infection in this hospital in the past 7 years,and to provide reference for clinical treatment and prevention and control strategies of fun-gal infection.Methods The fungal data and clinical data of related patients isolated from clinical samples in Peking Union Medical College Hospital from early January 2018 to the end of May 2024 were selected,and the main epidemiological characteristics of fungal infection in this hospital were identified and described through multi-angle statistical analysis.Results A total of 4 479 patients with filamentous fungal infection were en-rolled.The proportion of male patients[57.5%(2 576/4 479)]was higher than that of female patients[42.5%(1 903/4 143)],mainly distributed in internal medicine,Intensive Care Unit(ICU)and emergency de-partment,among which internal medicine accounted for the highest proportion[50.0%(2 241/4 479)].About 90.0%of the specimens were from the lower respiratory tract,in addition to specimens from skin and soft tis-sue,tissue,ear and blood culture.In terms of seasonal distribution,there are more patients in winter.The fun-gi were mainly composed of Aspergillus,Mucor,Cerdosporium,Fusarium and Penicillium,among which As-pergillus was the most abundant,accounting for 74.6%of the total.Aspergillus fumigatus was the most a-bundant Aspergillus,accounting for 42.5%of the total Aspergillus(1 418/3 340).Among the related infec-tions caused by mold,Aspergillus was the most common in the lower respiratory tract,accounting for 76.8%.Among them,Aspergillus fumigatus accounted for the highest proportion(33.6%).98.6%of the molds infected the ear were Aspergillus,of which Aspergillus niger and Aspergillus terreus were the most common.Skin infections are mainly caused by Sporothrix schenckii,Trichophyton rubrum,Microsporum ca-nis.The results of in vitro drug sensitivity test showed that the four common Aspergillus isolated in this hos-pital were sensitive to voriconazole,and amphotericin B had better antifungal activity against Mucorales in vitro.Conclusion Based on the main epidemiological characteristics of fungal infections in this hospital,it is recommended that special attention be paid to the admission of patients in the respiratory department during the peak infection period in autumn and winter.In the treatment of fungal infections in different regions and on different body parts,attention should be paid to the differences in the distribution of bacterial species.
4.Genetic analysis of weak expression of ABO blood group antigens in neonates
Jiali YANG ; Ding ZHAO ; Wei LI ; Xiaopan ZHANG ; Zhihao LI ; Dongdong TIAN
Chinese Journal of Blood Transfusion 2025;38(1):85-90
[Objective] To perform genetic analysis on samples with weak agglutination and mixed agglutination of ABO blood group antigens in neonates, and to investigate the molecular biological characteristics of ABO subtypes in neonates. [Methods] Serological identification of ABO blood group was performed by tube method and microcolumn gel method. The ABO exons 2-7 were amplified by PCR, and the amplified products were sequenced by Sanger sequencing method to determine the genotype. [Results] Among the ABO blood group serological results of 14 neonates, 8 cases showed weakened A antigen, and 6 cases showed weakened B antigen. Seven samples were identified with ABO subtype alleles, with genotypes as A102/B101+c.538C>T, Aw26/B102, A205/O02, A205/B101(2 cases), Aw26/O02, B(A)06/O01, B101/O01(3 cases), A102/O01(2 cases), A102/B101 and B101/O02. Additionally, three other family members were also found to carry B(A)06 allele in a pedigree investigation. [Conclusion] For samples showing weakened antigens in ABO blood type identification of neonates, it is necessary to consider the possibility of ABO subtype in addition to age factors, and genetic testing can be used to prevent missed detection of ABO subtypes in neonates.
5.Identification results and distribution pattern of unexpected antibodies in 22 336 hospitalized pediatric patients
Xiaopan ZHANG ; Jiali YANG ; Zhihao LI ; Ding ZHAO ; Dongdong TIAN
Chinese Journal of Blood Transfusion 2025;38(12):1735-1741
Objective: To explore the positive rate and distribution characteristics of unexpected antibodies in hospitalized children. Methods: A total of 22 336 hospitalized pediatric patients admitted to Henan Children's Hospital from August 2018 to September 2022 were selected as the research subjects, and their relevant clinical data were collected. Blood samples of the patients were subjected to blood type identification and unexpected antibody screening. For samples with positive screening results, further antibody specificity identification was conducted using panel cells. The distribution patterns of unexpected antibodies across different genders, age groups, blood types, and disease categories were analyzed, and inter-group differences were compared. Results: Of the 22 336 patients, 286 (1.3%) tested positive for unexpected antibodies. The most frequently identified specificities belonged to the MNS blood group system (45.1%, 129/286), followed by the Rh system (24.5%, 70/286) and antibodies of undetermined specificity (24.5%, 70/286). Less common specificities included those from the P blood group system (2.4%, 7/286), Lewis blood group system (1.4%, 4/286), mixed antibodies from multiple systems (0.9%, 3/286), drug-induced antibodies (0.7%, 2/286), and LW blood group system (0.3%, 1/286). Within the MNS blood group system, anti-M was the most prevalent (129 cases). In the Rh blood group system, anti-E (30 cases, 10.5%) and anti-D (28 cases, 9.8%) were the main antibodies detected; other antibodies included anti-DE (4 cases, 1.4%), anti-DC (3 cases, 1.0%), anti-Ec (3 cases, 1.0%), and anti-c (2 cases, 0.7%). Only anti-P
was identified in the P blood group system (7 cases), while anti-Lea was found in the Lewis blood group system (4 cases) and anti-LW in the LW blood group system (1 case). Mixed antibodies from multiple systems consisted of anti-D+Fy
, anti-e+Fy
, and anti-Le
+P
, with 1 case (0.3%) each. Among the antibodies with undefined specificity, 26 cases were autoantibodies. All drug-induced antibodies were anti-CD38 (2 cases). The distribution of unexpected antibodies showed statistically significant differences among different genders, ages, and ABO blood types (P<0.05). Regarding age distribution, Rh blood group antibodies associated with hemolytic disease of the fetus and newborn (HDFN) were predominant in the 0-1 month group, which differed significantly from all other age groups (P<0.001). In contrast, anti-M was predominant in children over 1 year of age (89.0%), while anti-E was detected in only 3 cases (10.0%) in children over 3 years old. After Bonferroni correction (α' = 0.003 3), a statistically significant difference was observed only between the 6-17 year group and the 1-3 year group (P=0.003). Among ABO blood types, type B had the highest antibody detection rate. Following Bonferroni correction (α' ≈ 0.008 3), a significant difference in detection rates was found solely between type B and type O blood (P=0.005), with no statistically significant differences among other blood types (P>0.008 3). Conclusion: In hospitalized pediatric patients, unexpected antibodies were mainly distributed in the MNS and Rh blood group systems, with anti-M being the most commonly detected specificity and anti-E the most prevalent within the Rh system.. Sex, age and blood type significantly influence the development of unexpected antibodies. Clinically, it is necessary to pay attention to the prenatal monitoring of unexpected antibodies in pregnant women, so as to achieve homotypic transfusion of other Rh antigens as early as possible.
6.Diagnosis and treatment of posttransplant lymphoproliferative diseases after kidney transplantation: a single-center experience
Jinpeng TU ; Hong ZHENG ; Qi DENG ; Shunli FAN ; Zhihao HUO ; Jie ZHAO ; Di WU
Chinese Journal of Organ Transplantation 2025;46(9):658-664
Objective:To summarize the clinical characteristics, diagnostic and therapeutic approaches, and prognosis of posttransplant lymphoproliferative disease (PTLD) following kidney transplantation.Methods:A retrospective case series analysis was conducted on 7 PTLD patients after kidney transplantation treated in the Department of Transplant Oncology, Tianjin First Central Hospital between January 2018 and December 2023. Clinical features, laboratory findings, imaging and pathological characteristics, treatment modalities, and outcomes were analyzed.Results:Among 7 PTLD patients, there were 5 male and 2 females with a median age of 41 (17-65) years. The median time of onset after operation was 4 (0.5-11) years. Among them, 2 patients had early onset (<1 year post-transplantation) and 5 patients had late onset (>1 year). The clinical manifestations included abdominal mass in 4 cases, anemia in 4 cases, fever in 3 cases, lymphadenopathy in 4 cases, gastrointestinal bleeding in 1 case, abdominal pain in 2 cases, and intestinal obstruction in 2 cases. Pathological types included diffuse large B-cell lymphoma in 4 cases, Burkitt lymphoma in 1 case, marginal zone lymphoma in 1 case, and polymorphic PTLD in 1 case. Reducing the immunosuppressant level was the basal treatment plan, and rituximab, chemotherapy, surgery, radiotherapy and CD19-targeted chimeric antigen receptor therapy were given according to the pathological classification. Until the date of submission, 2 patients had died, 4 had a complete response, and 1 had a partial response. None of the patients had acute rejection, and 1 patient had chronic renal insufficiency.Conclusions:PTLD after kidney transplantation presents with nonspecific manifestations, necessitating prompt imaging and histopathological evaluation for definitive diagnosis. At the same time, a series of measures should be given to improve the prognosis, including discontinuous use of anti-metabolic drugs, dosage decline of calcitric phosphatase inhibitor by 50% or convert it to sirolimus treatment, and corresponding treatment according to the specific conditions of the recipient.
7.Clinicopathological characteristics and prognostic factors analysis of biliary neuroendocrine neoplasms
Meng WANG ; Zhihao ZHAO ; Jiuxing WEI ; Xiaodong XIN ; Ruoyan ZHANG ; Guoyue LYU
Chinese Journal of Digestive Surgery 2025;24(7):890-897
Objective:To investigate the clinicopathological characteristics and prognostic factors of biliary neuroendocrine neoplasms (NENs).Methods:The retrospective cohort study was conducted. The clinicopathological data of 36 patients who underwent surgical treatment for biliary NENs at The First Hospital of Jilin University from January 2013 to December 2023 were collected. There were 22 males and 14 females, aged (59±9)years. Observation indicators: (1) clinicopatholo-gical characteristics of patients; (2) follow-up; (3) prognostic factors analysis of patients. Compari-son of measurement data with normal distribution among multiple groups was conducted using the ANOVA. Comparison of measurement data with skewed distribution among multiple groups was conducted using the Kruskal-Wallis H test. Comparison of count data between groups was conducted using the chi-square test or Fisher exact probability. The Kaplan-Meier method was used to calculate survival rate and plot survival curve, and Log-rank test was used for survival analysis. The Cox risk regression model was used for univariate and multivariate analyses. Results:(1) Clinicopatholo-gical characteristics of patients. None of the 36 patients with biliary NENs had carcinoid syndrome. There were 11 cases with tumor located at gallbladder, 14 cases with tumor located at bile duct, and 11 cases with tumor located at ampulla of Vater. There were significant differences in weight loss and TNM stage among biliary NENs patients with different tumor location ( χ2=9.14, 6.54, P<0.05). Of the 36 patients, there were 12 cases with neuroendocrine tumors, 16 cases with neuroendocrine carcinomas, and 8 cases with mixed neuroendocrine-non-neuroendocrine neoplasms. (2) Follow-up. All 36 patients were followed up for 39(range, 10-93)months. Of the 36 patients, 19 patients experienced tumor recurrence and 16 patients experienced tumor metastasis. There were 18 patients died. The median overall survival time of 36 patients was 30 months, with the 1-, 2-, 3-year overall survival rates of 63.9%, 51.0%, and 35.7%, respectively. The 1-, 2-, 3-year recurrence-free survival rates were 47.5%, 34.1% and 21.3%, respectively. The 1-, 2-, 3-year overall survival rates of 19 patients with tumor recurrence were 55.6%, 55.6% and 27.8%, respectively. The 1-, 2-, 3-year overall survival rates of 17 patients without tumor recurrence were 71.3%, 50.4% and 42.0%, respectively. There was no significant difference in overall survival between patients with and without tumor recurrence ( χ2=0.24, P>0.05). (3) Prognostic factors analysis of patients. Results of multivariate analysis showed that pathological type as neuroendocrine carcinomas and mixed neuroendocrine-non-neuroendocrine neoplasms, non-R 0 margin were independent risk factors influencing overall survival time of patients ( hazard ratio=5.50, 5.33, 14.04, 95% confidence interval as 1.32-23.01, 1.17-24.35, 2.67-73.79, P<0.05). Conclusions:Biliary NENs lack specific clinical manifestations. Poorly differentiated neuroendocrine carcinomas are the most common pathological type. Pathological type as neuroendocrine carcinomas and mixed neuroendocrine-non-neuroendocrine neoplasms, non-R 0 margin are independent risk factors influencing prognosis of patients.
8.Application and validation of a tumor-deposit-based modified pN staging(mpN)system for prognostic prediction in gastric cancer
Bowen HUANG ; Junzhi ZHOU ; Zhihao CHEN ; Yingjia CHEN ; Ruopeng ZHANG ; Wenkai WANG ; Junjiang WANG ; Baiwei ZHAO
Chinese Journal of General Surgery 2025;34(10):2095-2105
Background and Aims:Tumor deposits(TDs)may influence prognosis beyond the current 8th edition AJCC pTNM nodal classification in gastric cancer(GC).This study investigates the prognostic value of TD number and proposes an improved pN staging(mpN)that classifies patients with TD number>1 as pN3b.We validated the mpN staging against the 8th AJCC pN staging.Methods:A dual-center retrospective cohort study was performed,including 1 327 patients who underwent radical gastrectomy at Sun Yat-sen University Cancer Center(2011-2015;test cohort)and 340 patients from Guangdong Provincial People's Hospital(2015-2022;validation cohort).Patients were dichotomized into low-TD(≤1)and high-TD(>1)groups.Outcomes were overall survival(OS)and disease-free survival(DFS).Survival analyses used Kaplan-Meier curves,IPTW,and Cox regression.Predictive performance of staging systems was assessed by time-dependent ROC(tROC)/tAUC,concordance index(C-index)and Akaike information criterion(AIC).Results:TDs were present in 435/1 327(32.7%)in the test cohort.Presence of TD was associated with worse OS(IPTW-adjusted HR=2.69,95%CI=2.18-3.31,P<0.01)and DFS(HR=2.82,95%CI=2.32-3.42,P<0.01).In multivariable models,TD remained an independent adverse factor for OS(HR=1.65,95%CI=1.34-2.05;P<0.01)and DFS(HR=1.74,95%CI=1.43-2.11,P<0.01).Increasing TD number correlated with progressively poorer survival;X-tile identified>1 as an optimal cutoff,with high-TD patients showing markedly worse outcomes(OS:adjusted HR=3.65,95%CI=2.74-4.88;DFS:adjusted HR=3.74,95%CI=2.85-4.91;both P<0.01).Incorporation of TD number into the mpN staging(assigning TD>1 to pN3b)improved prognostic discrimination:in the test cohort 5-year OS tAUC was 0.746 for mpN vs.0.703 for AJCC pN(C-index 0.738 vs.0.721,AIC 5 805.27 vs.5 849.30);similar improvements were observed in the validation cohort.Conclusion:TD presence and number exert significant negative prognostic impact in GC.Classifying patients with TD number>1 as pN3b enhances prognostic accuracy.Routine reporting of TD counts and further prospective multicenter validation of mpN staging are warranted.
9.LASSO regression and Mendelian randomization were used to explore the relationship between asthma and hypertension
Zhihao ZOU ; Yunpeng WANG ; Jijing ZHAO
China Modern Doctor 2025;63(19):65-69
Objective The relationship between asthma and hypertension was explored by using the least absolute shrinkage and selection operator(LASSO)regression and Mendelian randomization(MR).Methods Data from the National Health and Nutrition Examination Survey(NHANES)of the United States from 2001 to 2018 were selected.LASSO regression was used to screen variables,and a nomogram prediction model for hypertension risk was established.The model was verified to evaluate its predictive ability and stability for the risk of hypertension.Finally,two-sample MR analysis was used to verify the causal relationship.Results The study ultimately included 26 456 cases,including 8833 hypertensive patients.LASSO regression screened out 9 variables,including age,educational level,race,marital status,smoking history,asthma,diabetes,cancer and body mass index,and a nomogram model was constructed based on these variables.The calibration curve indicated that there was a good fit between two groups.After adjusting for the measured confounding factors,the inverse variance weighted analysis showed that asthma was associated with an increased risk of hypertension(OR=2.67,95%CI:1.31-5.43,P<0.01).Conclusion There is a causal relationship between asthma and hypertension,and controlling asthma conditions may help reduce the risk of developing hypertension.
10.A retrospective study on the impact of the number of examined lymph nodes on the survival prognosis of patients with N3b gastric cancer
Xiaodong WANG ; Zhihao YU ; Xintong SUN ; Zhishuo LI ; Xingtu QIN ; Huimin ZHANG ; Yanrui LIANG ; Jing WU ; Mansheng ZHU ; Weihong GUO ; Guoxin LI ; Yanfeng HU ; Liying ZHAO ; Xinhua CHEN
Chinese Journal of Gastrointestinal Surgery 2025;28(10):1141-1150
Objective:To investigate the impact of the number of examined lymph nodes (ELN) on survival outcomes in gastric cancer patients with postoperative pathological stage pN3b.Methods:This retrospective cohort study included 279 pN3b gastric cancer patients who underwent D2 gastrectomy at Nanfang Hospital, Southern Medical University (September 2008 to April 2023), with 35 patients receiving combination chemotherapy and anti-PD-1 therapy (immunotherapy group) and 244 receiving adjuvant chemotherapy alone (nonimmunotherapy group). Additionally, 422 patients with pN3b from the SEER database (2005 to 2020) were collected as an external validation cohort to determine the optimal cutoff value for the number of lymph nodes examined in the nonimmunotherapy group. The primary endpoints were overall survival (OS) and recurrence-free survival (RFS) in the nonimmunotherapy group of the Nanfang Hospital cohort, stratified by whether the number of examined lymph nodes was above or below the ELN optimal cutoff value. These findings were subsequently validated in the SEER cohort.Results:The optimal ELN cutoff value (34 nodes) was determined using X-tile software and by constructing an ELN-HR fitting model with inflection point identification. In the nonimmunotherapy group, patients with ELN >34 exhibited significantly prolonged survival compared to ELN ≤34 (median OS: 25.0 (95%CI:20.5-29.5) to 17.0 (95%CI:12.7-21.3) months, P=0.004; median RFS: 19.0 (95%CI:15.6-22.4) to 13.0 (95%CI:9.5-16.5) months, P=0.048). Multivariate Cox analysis also showed ELN >34 to be an independent protective factor for both OS (HR=0.576, 95%CI: 0.397-0.836) and RFS (HR=0.701, 95%CI: 0.492-0.998). In the SEER cohort, ELN >34 was associated with a 5-month OS extension (19 to 14 months, P=0.065), with multivariate analysis supporting its independent prognostic significance (HR=0.729, 95%CI: 0.580-0.915, P=0.006). Notably, in the immunotherapy group, patients with ELN >34 ( n=30) achieved a median OS of 41 months, but the median OS had not been reached in the ELN ≤34 group ( n=5) (1 death at 48 months). Conclusion:Higher ELN (>34) correlates with improved survival in nonimmunotherapy-treated pN3b gastric cancer patients. However, in pN3b gastric cancer patients treated with immunotherapy, the optimal ELN threshold requires further exploration to determine.

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