1.Correlation Between Gut Microbiota Characteristics and Immunotherapy Efficacy in Patients with Advanced Microsatellite Stable Gastrointestinal Tumors
Yanfei LIU ; Ting GE ; Xi XIE ; Yujie ZHOU ; Min CHENG ; Yan ZHANG ; Guang FU ; Hongyan JIN
Cancer Research on Prevention and Treatment 2026;53(8):600-608
Objective To investigate the correlation between gut microbiota characteristics and immunotherapy efficacy in patients with advanced microsatellite stable (MSS) advanced gastrointestinal tumors. Methods Thirty patients with advanced MSS gastrointestinal tumors, including fourteen cases of gastric cancer and sixteen cases of colorectal cancer, who were admitted from November 1, 2022, to July 31, 2025 were enrolled. All patients underwent gut microbiota testing and received corresponding interventions on the basis of the results, followed by treatment with antiangiogenic agents combined with immunotherapy. Some patients additionally received probiotics or fecal microbiota transplantation. The primary endpoints were disease control rate (DCR) and objective response rate (ORR). The secondary endpoints were progression-free survival (PFS) and overall survival (OS). Univariate and multivariate Cox regression analyses were used to assess potential prognostic factors. Results Among the thirty patients, no complete response was observed. Two cases of partial response (PR), twelve cases of stable disease, and sixteen cases of progressive disease were recorded. The ORR was 6.7%, and the DCR was 46.7%. The median PFS was 6.4 months, and the median OS was 8.3 months. Both PR patients were classified as having a medium risk of gut microbiota dysbiosis and exhibited a Bacteroides-dominated enterotype. Multivariate analysis indicated that tumor type, liver metastasis, and bone metastasis were potential prognostic factors for PFS and OS. Conclusion Patients with a medium risk of gut dysbiosis may exhibit a relatively favorable response to immunotherapy, suggesting that gut microbiota status could serve as a potential biomarker for predicting treatment efficacy in advanced MSS gastrointestinal tumors.
2.Application of next-generation sequencing technology for the investigation of immunoglobulin variable region characteristics and their prognostic significance in patients with chronic lymphocytic leukemia
Zhen GUO ; Huimin JIN ; Tonglu QIU ; Liying ZHU ; Yujie WU ; Hairong QIU ; Yan WANG ; Yi MIAO ; Hui JIN ; Lei FAN ; Jianyong LI ; Yi XIA ; Chun QIAO
Chinese Journal of Hematology 2025;46(3):261-268
Objective:To elucidate the genomic characteristics of the immunoglobulin (IG) heavy-chain variable region and light-chain variable region, the expression of subclones, and the prognostic significance in patients with CLL.Methods:Blood and/or bone marrow specimens were gathered from a cohort of 36 patients with CLL diagnosed at Jiangsu Province Hospital from December 2018 to May 2023, including 12 cases of B cell receptor (BCR) stereotyped patients. IG heavy-chain (IGH) and light-chain (IG Kappa [IGK] and IG lambda [IGL]) gene rearrangements were performed using next-generation sequencing (NGS) technology to analyze the characteristics and prognostic value in CLL.Results:NGS detection of IG variable region (IGHV) demonstrated a significant correlation and superior consistency with Sanger sequencing ( r=0.957, P < 0.001). Among the 36 patients, the IGH variant (IGHV) was observed in 9 (25.0%) but not in 27 (75.0%) participants. The incidence of the MYD88 mutation was higher among patients with mutated IGHV [1/27 (3.7%) vs 4/9 (44.4%), P=0.00]. A high incidence of trisomy 12 was observed in the IGHV #8/#8B subset [4/11 (36.4%) vs 1/25 (4.0%), P=0.023], which were more likely to develop Richter transformation [8/11 (72.7%) vs 4/25 (16.0%), P=0.002]. In the patient cohort, 36 individuals (36/36, 100.0%) used the IGK variable, whereas 15 individuals (15/36, 41.7%) employed the IGL variable (IGLV). IGLV3 - 21 reported the highest utilization rate in IGLV (5/15, 33.3%). Remarkably, patients with CLL with IGLV3-21 fragments were exclusively observed in the Binet C stage and Rai Phase Ⅲ-Ⅳ, with an incidence of del (13) (q14) at 60.0% (3/5). The median time to first treatment (TTFT) of patients with or without IGLV3 - 21 fragments was 5.2 (1.1 - 41.5) and 9.9 (0.1 - 94.4) months, respectively. Using the total reads threshold of 2.5%, 4 (4/36, 11.1%) samples were detected to have two IGHV productive clones. The median TTFT and overall survival (OS) time were 2.8 (0.9-72.7) and 12.8 months in patients with one mutated clone and 57.5 (32.0-120.7) and 51.8 months in those with two mutated clones, respectively. The median TTFT and OS time were 10.9 (0.3-94.4) and 6.3 (0.1 - 12.5) months in patients with one unmutated clone and 49.9 (22.2 - 211.1) and 30.0 (9.6 - 50.3) months in those with multiple unmutated clones, respectively ( P>0.05) . Conclusions:Detection of IG gene rearrangements using NGS technology not only facilitates the analysis of the IGHV mutation status, dominant clones, and prognostic value but also contributes to the exploration of IGK/IGL gene rearrangement fragments and the utilization of subclones. Further, it provides information about the poor prognosis of IGLV3 - 21 CLL. The shortened survival of the two unmutated clone groups in the IGHV unmutated group may indicate a poor prognosis.
3.Prognostic value of peripheral blood NLR and TrxR expression in ovarian cancer patients receiving immunotherapy
Qiumei JIN ; Xiaoli CAO ; Yifeng GU ; Xiaoxia ZHANG ; Yujie LI
International Journal of Laboratory Medicine 2025;46(6):714-718
Objective To investigate the prognostic value of peripheral blood neutrophil-lymphocyte ratio(NLR)and thioredoxin reductase(TrxR)in patients with ovarian cancer receiving immunotherapy.Methods A total of 109 patients with advanced ovarian cancer treated in the Tumor Hospital Affiliated to Nantong University from January 2021 to December 2021 were selected as the research objects.The levels of NLR and TrxR in peripheral blood before immunotherapy were detected,and the evaluation value of NLR and TrxR on short-term efficacy,progression-free survival(PFS)and overall survival(OS)in ovarian cancer pa-tients receiving immunotherapy was explored.Results The optimal cut-off values of TrxR and NLR were 4.97 U/mL and 2.49%,respectively.According to the optimal cut-off value of TrxR and NLR,the patients were divided into the high level of TrxR group(69 cases,≥4.97 U/mL)and the low level of TrxR group(40 cases,<4.97 U/mL),the high level of NLR group(72 cases,≥2.49%)and the low level of NLR group(37 cases,<2.49%).The objective response rate(ORR)of the high level of NLR group was lower than that of the low level NLR group(P<0.05),and the disease progression rate(DPR)was higher than that of the low NLR group(P<0.05).The high level of TrxR group had a significantly lower ORR and a significantly higher DPR than the low level of TrxR group(P<0.05).The median PFS and OS of the high level of NLR group were 15.0 months and 16.0 months,respectively.The median PFS and OS of the low level of NLR group were 19.0 months and 21.0 months,respectively.The median PFS and OS of the high level of TrxR group were 15.0 months and 17.0 months,respectively.The median PFS was 18.0 months and the median OS was 21.0 months in the low level of TrxR group.NLR and TrxR were the influencing factors of PFS and OS in pa-tients with ovarian cancer immunotherapy(P<0.05).Conclusion The levels of NLR and TrxR in peripheral blood can be used as important prognostic indicators for advanced ovarian cancer patients receiving immuno-therapy.The lower the levels of NLR and TrxR,the better the prognosis of ovarian cancer patients.
4.Electron microscopic evaluation of pre-transplant biopsies from deceased donor kidneys and preliminary study on graft outcome
Yujie ZHOU ; Fangcheng ZHANG ; Tao QIU ; Zeya JIN ; Long ZHANG ; Zhongbao CHEN ; Yang GUAN ; Jiangqiao ZHOU
Chinese Journal of Organ Transplantation 2025;46(7):497-503
Objective:To investigate the electron microscopic evaluation results of pre-transplant biopsies of deceased donor kidneys and the corresponding recovery of graft function in recipients after kidney transplantation.Methods:A retrospective analysis was conducted on the clinical data and donor kidney electron microscopy (EM) reports of 196 kidney transplant recipients who underwent pre-implantation kidney biopsies at Renmin Hospital of Wuhan University between October 2020 and June 2023. The ultrastructural pathological features assessed in the pre-transplant kidney biopsy included: the number of glomeruli, the presence of leukocytes and endothelial cells within the glomeruli, the arrangement of capillary loops, abnormalities in podocytes, mesangial cells, mesangial matrix and glomerular basement membrane (GBM), and multilayering of the peritubular capillary basement membrane. Referring to the Mayo Clinic/Renal Pathology Society Consensus Report on the pathological classification, diagnosis, and reporting of glomerulonephritis, the expert consensus on renal biopsy pathology reporting models, and the content of the 2019 Banff Transplant Pathology Meeting, a scoring system was established for ultrastructural pathology of donor kidneys. According to the scores, the recipients were divided into three groups: Group A (total score ≥ 8 points, 94 cases), Group B (total score between 6 and 8 points, 85 cases), and Group C (total score < 6 points, 17 cases). The serum creatinine, estimated glomerular filtration rate (eGFR), and proteinuria at postoperative day 1, day 7, month 1, month 3, month 6, and year 1 were compared among the three groups.Results:Among the 196 donor kidneys, EM examination before transplantation showed the following findings: 19 cases (9.7%) had prominent leukocyte infiltration within the glomeruli, 8 cases (4.1%) had mild leukocyte infiltration, and the remaining 169 cases (86.2%) showed no obvious increase in glomerular leukocytes. Glomerular capillary loop collapse or narrowing was seen in 19 cases (9.7%). Endothelial cell proliferation was observed in 32 cases (16.3%). Homogeneous thickening of the GBM (400-900 nm) was present in 82 cases (41.8%). Foot process effacement ranged from partial to diffuse. Podocyte vacuolar degeneration was seen in 62 cases (32.1%), and podocyte swelling in 10 cases (5.1%). Electron-dense deposits in the mesangial area were observed in 9 cases (4.6%). Mild tubular epithelial swelling was present in 6 cases (3.1%). Only 22 cases (11.2%) showed no multilayering of the peritubular capillary basement membrane, while 174 cases (88.8%) showed 2 to 5 layers of multilayering. All donor glomeruli showed irregular capillary loop arrangement, and the renal interstitium showed scattered inflammatory infiltration and varying degrees of collagen fiber deposition. Group C had significantly higher qualitative proteinuria levels at day 7 and month 1 post-transplantation compared with Groups A and B ( P=0.036, 0.004). There were no statistically significant differences in other renal function indicators among the groups (all P>0.05). Conclusions:Pre-transplant electron microscopy of donor kidneys helps in accurately assessing donor kidney quality and identifying subtle pre-existing pathological changes. It can serve as a reference tool for predicting post-transplant functional recovery. Mild ultrastructural abnormalities in donor kidneys have a relatively controllable impact on long-term graft outcomes.
5.Evaluation of prognosis of patients with acute anterior circulation large vessel occlusive stroke treated with mechanical thrombectomy by early CT score of Alberta stroke program with plain CT
Zehua LU ; Yujie JIN ; Xiaofeng JIN ; Chengjun GENG
Chinese Journal of Radiology 2025;59(5):505-510
Objective:To explore the value of Alberta stroke program early CT Score (ASPECTS) regional net water intake (NWU) based on plain CT in evaluating the neurological outcome of patients with acute large vessel occlusive stroke (ALVOS) after mechanical thrombectomy.Methods:The study was a prospective cross-sectional study. The clinical and imaging data of patients with ALVOS who underwent mechanical thrombectomy in the 904 Hospital of the PLA Joint Service Support Force from June 2022 to June 2024 were prospectively collected. Clinical data analysis included age, gender distribution, National Institutes of Health Stroke Scale (NIHSS) score and Glasgow Coma Scale (GCS) score at admission. All patients underwent plain CT and CT angiography (CTA). Automated processing software quantified ischemic brain edema by calculating ASPECTS and measuring the ASPECTS regional NWU rate (CT-ASPECTS-NWU) based on plain CT. Cerebral collateral circulation was assessed using CTA images. According to the modified Rankin Scale score of patients with mechanical thrombectomy 90 days after the telephone follow-up, 0-2 points were defined as good neurological outcome, and 3-6 points were defined as poor neurological outcome. Independent samples t test, Mann-Whitney U test and χ2 test were used to analyze the differences of clinical and imaging indicators between patients with good and poor neurological outcome, indicators with statistically significant differences were included in multivariate logistic regression analysis to screen out the independent influencing factors that predicted the neurological outcome of patients with ALVOS after mechanical thrombectomys. The efficacy of related indicators to predict neurological outcomes after mechanical thrombectomy in patients with ALVOS was evaluated using receiver operating characteristic (ROC) curve analysis, with the area under the curve (AUC) calculated. Results:A total of 122 patients with ALVOS were included, including 101 patients with good neurological outcome and 21 patients with poor neurological outcome after mechanical thrombectomy. There were statistically significant differences in preoperative GCS score, collateral circulation status, NIHSS score at admission, preoperative ASPECTS and CT-ASPECTS-NWU between patients with good neurological outcome and patients with poor neurological outcome ( P<0.05). Multivariate logistic regression analysis showed that the status of collateral circulation ( OR=3.450, 95% CI 1.158-10.277, P=0.026), preoperative ASPECTS ( OR=0.510, 95% CI 0.274-0.952, P=0.034) and CT-ASPECTS-NWU ( OR=2.131, 95% CI 1.301-3.493, P=0.003) were independent predictors of neurological outcome in patients with ALVOS after mechanical thrombectomy. ROC curve analysis showed that CT-ASPECTS-NWU had the highest predictive value, with an AUC of 0.881, a sensitivity of 85.7%, a specificity of 85.1%, and an optimal cutoff value of 7.55. Conclusion:CT-ASPECTS-NWU demonstrates high diagnostic value in evaluating the neurological outcome of patients with ALVOS after mechanical thrombectomy, and can provide an objective imaging biomarker to guide clinical decision-making.
6.Electron microscopic evaluation of pre-transplant biopsies from deceased donor kidneys and preliminary study on graft outcome
Yujie ZHOU ; Fangcheng ZHANG ; Tao QIU ; Zeya JIN ; Long ZHANG ; Zhongbao CHEN ; Yang GUAN ; Jiangqiao ZHOU
Chinese Journal of Organ Transplantation 2025;46(7):497-503
Objective:To investigate the electron microscopic evaluation results of pre-transplant biopsies of deceased donor kidneys and the corresponding recovery of graft function in recipients after kidney transplantation.Methods:A retrospective analysis was conducted on the clinical data and donor kidney electron microscopy (EM) reports of 196 kidney transplant recipients who underwent pre-implantation kidney biopsies at Renmin Hospital of Wuhan University between October 2020 and June 2023. The ultrastructural pathological features assessed in the pre-transplant kidney biopsy included: the number of glomeruli, the presence of leukocytes and endothelial cells within the glomeruli, the arrangement of capillary loops, abnormalities in podocytes, mesangial cells, mesangial matrix and glomerular basement membrane (GBM), and multilayering of the peritubular capillary basement membrane. Referring to the Mayo Clinic/Renal Pathology Society Consensus Report on the pathological classification, diagnosis, and reporting of glomerulonephritis, the expert consensus on renal biopsy pathology reporting models, and the content of the 2019 Banff Transplant Pathology Meeting, a scoring system was established for ultrastructural pathology of donor kidneys. According to the scores, the recipients were divided into three groups: Group A (total score ≥ 8 points, 94 cases), Group B (total score between 6 and 8 points, 85 cases), and Group C (total score < 6 points, 17 cases). The serum creatinine, estimated glomerular filtration rate (eGFR), and proteinuria at postoperative day 1, day 7, month 1, month 3, month 6, and year 1 were compared among the three groups.Results:Among the 196 donor kidneys, EM examination before transplantation showed the following findings: 19 cases (9.7%) had prominent leukocyte infiltration within the glomeruli, 8 cases (4.1%) had mild leukocyte infiltration, and the remaining 169 cases (86.2%) showed no obvious increase in glomerular leukocytes. Glomerular capillary loop collapse or narrowing was seen in 19 cases (9.7%). Endothelial cell proliferation was observed in 32 cases (16.3%). Homogeneous thickening of the GBM (400-900 nm) was present in 82 cases (41.8%). Foot process effacement ranged from partial to diffuse. Podocyte vacuolar degeneration was seen in 62 cases (32.1%), and podocyte swelling in 10 cases (5.1%). Electron-dense deposits in the mesangial area were observed in 9 cases (4.6%). Mild tubular epithelial swelling was present in 6 cases (3.1%). Only 22 cases (11.2%) showed no multilayering of the peritubular capillary basement membrane, while 174 cases (88.8%) showed 2 to 5 layers of multilayering. All donor glomeruli showed irregular capillary loop arrangement, and the renal interstitium showed scattered inflammatory infiltration and varying degrees of collagen fiber deposition. Group C had significantly higher qualitative proteinuria levels at day 7 and month 1 post-transplantation compared with Groups A and B ( P=0.036, 0.004). There were no statistically significant differences in other renal function indicators among the groups (all P>0.05). Conclusions:Pre-transplant electron microscopy of donor kidneys helps in accurately assessing donor kidney quality and identifying subtle pre-existing pathological changes. It can serve as a reference tool for predicting post-transplant functional recovery. Mild ultrastructural abnormalities in donor kidneys have a relatively controllable impact on long-term graft outcomes.
7.Efficacy and long-term follow-up report of FCR regimen in the first-line treatment of chronic lymphocytic leukemia/small lymphocytic lymphoma
Xiao LU ; Yi XIA ; Yi MIAO ; Tonglu QIU ; Luomengjia DAI ; Ziyuan ZHOU ; Hui JIN ; Hairong QIU ; Chun QIAO ; Yujie WU ; Lei FAN ; Wei XU ; Jianyong LI ; Huayuan ZHU
Chinese Journal of Hematology 2025;46(11):1032-1037
Objective:To evaluate the efficacy and long-term outcomes of fludarabine, cyclophosphamide, and rituximab (FCR) in treatment-na?ve patients with chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL/SLL) .Methods:Clinical data from 68 CLL/SLL patients treated with FCR at Jiangsu Province Hospital (August 2008–May 2021) were retrospectively analyzed to assess efficacy, safety, and survival outcomes.Results:Among 68 patients [46 males, 22 females; median age 55 (47, 60) years], 13.1% (8/61) had a complex karyotype, 32.3% (20/62) had immunoglobulin heavy variable region mutated (IGHV-M) type, 6.6% (4/61) had del (17p), and 14.8% (8/54) had del (11q). Patients received a median of 6 (4, 6) FCR cycles. The overall response rate was 88.2% (60/68), including 47.0% (32/68) complete remissions. Over a median follow-up of 82 (59, 98) months, 66.2% (45/68) experienced disease progression. Median progression-free survival was 56 (21, 123) months, while median overall survival was not reached. The 5- and 10-year PFS rates were 42.6% (95% CI: 31.9–56.8% ) and 28.7% (95% CI: 19.0–43.4% ), respectively. Poor PFS was associated with del (17p) ( HR=5.04, 95% CI: 1.72–14.74, P=0.003), del (11q) ( HR=5.27, 95% CI: 2.11–13.15, P<0.001), IGHV unmutated (IGHV-UM) ( HR=4.11, 95% CI: 1.72–9.79, P=0.001), complex karyotype (CK) ( HR=3.53, 95% CI: 1.58–7.85, P=0.002), β 2-microglobulin >3.5 mg/L ( HR=2.87, 95% CI: 1.37–6.01, P=0.005). In multivariate analysis, IGHV-UM remained an independent predictor of PFS ( HR=8.63, 95% CI: 1.09–68.40, P=0.042). Sixteen patients with IGHV-M and lacking del (17p) or CK had a median PFS of 123 (58,123) months and a 5-year PFS rate of 70.7% (95% CI: 49.7–99.1% ), reaching a plateau after 5 years with no recurrences by 10 years. Common grade 3–4 adverse events included hematologic toxicity (44.1%, 30/68), infection (36.7%, 25/68), and liver dysfunction (4.4%, 3/68). Among 25 patients receiving single-agent BTK inhibitors after FCR progression, median follow-up was 45 (26, 64) months; 36% (9/25) experienced disease progression, with a median PFS time of 55 (27, 55) months. Conclusion:First-line FCR provides durable long-term benefits for patients with IGHV-M CLL without del (17p) or CK.
8.Research advances on application of MRI in diagnosis and evaluation of mild traumatic brain injury
Chinese Journal of General Practitioners 2025;24(6):752-756
Mild traumatic brain injury (mTBI) is the most common type of traumatic brain injuries (TBI). Currently, the diagnosis and assessment of mTBI in clinical practice mainly relies on the Glasgow Coma Scale (GCS) and imaging examinations. However, GCS scoring is less accurate and efficient due to its high subjectivity; while the imaging techniques including conventional CT and MRI are unable to provide detailed information for diagnosis of mTBI. Therefore, more sensitive and precise imaging techniques are required for diagnosis and assessment of mTBI. This article reviews the recent advances of the application of novel magnetic resonance techniques in diagnosis and assessment of mTBI, including diffusion tensor imaging, neurite orientation dispersion and density imaging, resting-state functional MRI, magnetic resonance spectroscopy, as well as multimode imaging techniques. The article also discusses the application of newly emerging artificial intelligence and relevant automated processing software in mTBI.
9.Research progress of pelvic lymph node dissection in patients with localized intermediate- and high-risk prostate cancer
Zhiqiang CHEN ; Zhuoran LI ; Jin LUO ; Qiwei LIU ; Yuqi JIA ; Jinqiao LI ; Qiming YANG ; Yujie DONG ; Shaoxi NIU ; Baojun WANG
Chinese Journal of Urology 2025;46(5):397-400
The strategy of pelvic lymph node dissection in patients with localized intermediate- and high-risk prostate cancer(PCa)has been one of the research hotspots in recent years. This review synthesizes recent progress in clinical,diagnostic imaging and immunological aspects of pelvic lymph node dissection.It is found that the detection rate of metastatic lymph nodes in patients with localized intermediate-risk PCa is relatively low,and the survival benefit after dissection is not significant. PSMA PET/CT examination can be used instead of lymph node dissection for staging. Extended lymph node dissection in patients with localized high-risk PCa can achieve a higher detection rate of metastatic lymph nodes and possible survival benefits. However,excessive lymph node dissection can weaken the response ability to immunotherapy. The strategy for pelvic lymph node dissection in patients with localized intermediate-high-risk PCa needs further study.
10.Application of next-generation sequencing technology for the investigation of immunoglobulin variable region characteristics and their prognostic significance in patients with chronic lymphocytic leukemia
Zhen GUO ; Huimin JIN ; Tonglu QIU ; Liying ZHU ; Yujie WU ; Hairong QIU ; Yan WANG ; Yi MIAO ; Hui JIN ; Lei FAN ; Jianyong LI ; Yi XIA ; Chun QIAO
Chinese Journal of Hematology 2025;46(3):261-268
Objective:To elucidate the genomic characteristics of the immunoglobulin (IG) heavy-chain variable region and light-chain variable region, the expression of subclones, and the prognostic significance in patients with CLL.Methods:Blood and/or bone marrow specimens were gathered from a cohort of 36 patients with CLL diagnosed at Jiangsu Province Hospital from December 2018 to May 2023, including 12 cases of B cell receptor (BCR) stereotyped patients. IG heavy-chain (IGH) and light-chain (IG Kappa [IGK] and IG lambda [IGL]) gene rearrangements were performed using next-generation sequencing (NGS) technology to analyze the characteristics and prognostic value in CLL.Results:NGS detection of IG variable region (IGHV) demonstrated a significant correlation and superior consistency with Sanger sequencing ( r=0.957, P < 0.001). Among the 36 patients, the IGH variant (IGHV) was observed in 9 (25.0%) but not in 27 (75.0%) participants. The incidence of the MYD88 mutation was higher among patients with mutated IGHV [1/27 (3.7%) vs 4/9 (44.4%), P=0.00]. A high incidence of trisomy 12 was observed in the IGHV #8/#8B subset [4/11 (36.4%) vs 1/25 (4.0%), P=0.023], which were more likely to develop Richter transformation [8/11 (72.7%) vs 4/25 (16.0%), P=0.002]. In the patient cohort, 36 individuals (36/36, 100.0%) used the IGK variable, whereas 15 individuals (15/36, 41.7%) employed the IGL variable (IGLV). IGLV3 - 21 reported the highest utilization rate in IGLV (5/15, 33.3%). Remarkably, patients with CLL with IGLV3-21 fragments were exclusively observed in the Binet C stage and Rai Phase Ⅲ-Ⅳ, with an incidence of del (13) (q14) at 60.0% (3/5). The median time to first treatment (TTFT) of patients with or without IGLV3 - 21 fragments was 5.2 (1.1 - 41.5) and 9.9 (0.1 - 94.4) months, respectively. Using the total reads threshold of 2.5%, 4 (4/36, 11.1%) samples were detected to have two IGHV productive clones. The median TTFT and overall survival (OS) time were 2.8 (0.9-72.7) and 12.8 months in patients with one mutated clone and 57.5 (32.0-120.7) and 51.8 months in those with two mutated clones, respectively. The median TTFT and OS time were 10.9 (0.3-94.4) and 6.3 (0.1 - 12.5) months in patients with one unmutated clone and 49.9 (22.2 - 211.1) and 30.0 (9.6 - 50.3) months in those with multiple unmutated clones, respectively ( P>0.05) . Conclusions:Detection of IG gene rearrangements using NGS technology not only facilitates the analysis of the IGHV mutation status, dominant clones, and prognostic value but also contributes to the exploration of IGK/IGL gene rearrangement fragments and the utilization of subclones. Further, it provides information about the poor prognosis of IGLV3 - 21 CLL. The shortened survival of the two unmutated clone groups in the IGHV unmutated group may indicate a poor prognosis.

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