Objective:To investigate the application value of intelligent laboratory construction in the laboratory.Methods:All samples sent to the Department of Clinical Laboratory from all the clinical departments at the Eighth Affiliated Hospital of Sun Yat-Sen University from January 2018 to June 2024 were collected. Full-process intelligentization building was achieved by the use of logistics transmission system, automatic sampling system, automatic quality control system, automatic audit system, intelligent monitoring system, critical value monitoring system, and intelligent DxlabReport operation management system, et al. The normal distribution data were analyzed by two independent samples t-test, and the skew distribution data were analyzed by Mann-Whitney U test. Results:After the implementation of the pneumatic logistics transmission system, the turn-around time (TAT) from sample transmission to receiving decreased significantly from 51.5 (37.7, 73.0) min to 18.1 (14.4, 31.0) min ( U=0, P<0.001). After adopting the automatic sampling system, the TAT from receiving to sampling decreased from 41.0 (38.0, 45.0) min to 10.0 (5.0, 11.0) min ( U=0, P<0.001). The introduction of automatic quality control advanced the median time for the first batch of samples entering the biochemical testing pipeline from 9∶03 to 8∶27 and increased the reporting rate within 3 hours from 27.71%±1.39% to 36.90%±2.30% ( t=3.423, P<0.001). The intelligent monitoring system enabled module positioning monitoring, sample turn-around time reminder, instrument load rate monitoring, remaining reagent monitoring, and patient-based real-time quality control, resulting in improved instrument running efficiency and result accuracy. Followed by the introduction of the automatic audit function, the overall pass rate was 28.19%(10 006/35 500), including 37.17% (7 738/20 818) for biochemical reports, 31.57% (1 251/3 963) for chemiluminescence reports, and 9.49% (1 017/10 719) for biochemical immunity reports. The laboratory TAT decreased from (207.3±6.0) min to (169.8±5.9) min ( t=4.426, P<0.001). After the implementation of the critical value monitoring system, the timely reporting rate reached 99.52% (99.32%, 99.89%). After using quality digital management, outpatient biochemical immunity process was optimized to a decrease in laboratory TAT from 222 (201, 233) min to 145 (119, 195) min ( U=0, P=0.004), while the pass rate increased from 86.88% (85.91%, 87.81%) to 96.32% (95.86%, 96.96%) ( U=0, P=0.004). Conclusion:The establishment of an intelligent laboratory can optimize workflow, significantly improve the work efficiency and accuracy of sample processing, and minimize error.

OBJECTIVE: To explore the safety and effectiveness of the "talus home technique (THT) " in the surgery of pronation open ankle fractures (POAF). METHODS: A retrospective analysis was conducted on 14 patients with POAF admitted between January 2023 and December 2023 who met the selection criteria. There were 7 males and 7 females; age ranged from 26 to 58 years, with a median age of 53 years. Injury causes included 9 cases of traffic accident injury, 3 cases of fall from hight injury, and 2 cases of crush injury. There were 5 cases of type Ⅱ, 6 cases of type ⅢA, and 3 cases of type ⅢB according to Gustilo classification; and 6 cases of pronation-abduction grade Ⅲ and 8 cases of pronation-external rotation grade Ⅳ according to Lauge-Hansen classification. Emergency first-stage debridement of the ankle joint was performed, followed by second-stage open reduction and internal fixation surgery. The THT was used through a limited incision on the lateral malleolus to restore the height of the lateral malleolus, rotational alignment, and anatomical relationship of the distal tibiofibular syndesmosis (DTFS). Wound healing was observed postoperatively. At 4 months postoperatively, weight-bearing anteroposterior, lateral, and mortise view X-ray films and CT scans of both ankles were reviewed to measure the medial clear space (MCS), tibiofibular clear space (TFCS), distal fibular tip to lateral process of talus (DFTL), and anterior/posterior syndesmosis distances of DTFS, and the quality of reduction of ankle fractures was evaluated. Ankle joint function was assessed using the American Orthopedic Foot and Ankle Society (AOFAS) ankle-hindfoot score, and active dorsiflexion/plantar flexion range of motion were recorded at last follow-up. RESULTS: After second-stage internal fixation, 8 patients achieved wound healing by first intention, 1 case had skin edge necrosis, 2 cases had local skin necrosis, 1 case had extensive medial soft tissue defect, and 2 cases developed medial wound infection with sinus formation. All 14 patients were followed up 13-24 months (mean, 16.8 months). Postoperative X-ray films showed 1 case of delayed union of the lateral malleolus, which healed after bone grafting at 12 months; the remaining 13 cases achieved clinical union at 12-32 weeks (mean, 21.5 weeks). At 4 months postoperatively, X-ray films and CT examination showed no significant differences in MCS, TFCS, DFTL, and anterior/posterior syndesmosis distances of DTFS between the healthy and affected sides ( P>0.05), with no poor DTFS reduction. AOFAS ankle-hindfoot score ranged from 80 to 95, with an average of 87.7; ankle range of motion ranged from 10° to 25° (mean, 19.6°) in dorsiflexion and from 32° to 50° (mean, 41.2°) in plantar flexion. CONCLUSION THT is safe and effective in POAF surgery. It can restore lateral malleolar height and rotational alignment, enhance DTFS reduction quality, and obtain satisfactory short-term functional recovery of the ankle.
Humans ; Male ; Female ; Middle Aged ; Ankle Fractures/surgery* ; Adult ; Retrospective Studies ; Fracture Fixation, Internal/methods* ; Pronation ; Fractures, Open/surgery* ; Talus/surgery* ; Treatment Outcome ; Debridement/methods* ; Ankle Joint/surgery* ; Open Fracture Reduction/methods*

OBJECTIVE: To evaluate the safety and effectiveness of reducing posterior malleolar fractures via the modified Rammelt transfibular approach. METHODS: A retrospective analysis was conducted on 26 patients with ankle fractures who met the selection criteria and were admitted between September 2023 and May 2024. There were 13 males and 13 females, aged from 14 to 59 years (median, 43.5 years). Causes of injury included traffic accident (1 case), falls (7 cases), and sprains (18 cases). Time from injury to operation ranged from 1 to 13 days (mean, 3.9 days). According to the Lauge-Hansen classification, there were 5 supination-external rotation type Ⅲ fractures and 21 supination-external rotation type Ⅳ fractures. According to the Bartoníček classification for posterior malleolar fractures, there were 12 type Ⅱ fractures, 10 type Ⅲ fractures, and 4 type Ⅳ fractures. During operation, the fracture was exposed via the modified Rammelt transfibular approach; then, the fracture reduction was achieved under direct vision using techniques such as towel clip traction, posterolateral compression, and lifting with a posterior transverse periosteal elevator; finally, the fracture was fixed using anteroposterior cannulated screws or Kirschner wires. The incision healing was observed after operation. At 4 months after operation, X-ray film and CT were reviewed to evaluate the quality of fracture reduction. The medial clear space, tibiofibular clear space, and the anterior/posterior tibiofibular syndesmotic distances were measured. At last follow-up, the ankle function was assessed using the American Orthopaedic Foot & Ankle Society (AOFAS) score and the range of motion. RESULTS: The marginal necrosis occurred in 2 lateral malleolar incisions, and superficial infection occurred in 1 lateral malleolar incision; the remaining incisions healed by first intention. All 26 patients were followed up 13-21 months (mean, 15.6 months). X-ray films showed that fractures in 25 patients achieved clinical union within 3-8 months (mean, 5.4 months); 1 case had delayed union of the lateral malleolus. At 4 months after operation, no significant difference was found between the injured and healthy sides in the medial clear space, tibiofibular clear space, or the anterior/posterior tibiofibular syndesmotic distances ( P>0.05). No malreduction of the posterior malleolus or the tibiofibular syndesmosis occurred. At last follow-up, the AOFAS score ranged from 80 to 100 (mean, 91.9). The range of motion ranged from 17° to 22° (mean, 21.0°) in active ankle dorsiflexion and from 40° to 49° (mean, 44.6°) in plantar flexion. Internal fixator was removed in 12 patients at 1 year after operation, with no ankle instability occurring. Ankle joint degeneration was observed in 1 patient at last follow-up. CONCLUSION The modified Rammelt transfibular approach is a safe and reliable technique. It enables precise reduction under direct vision, improves the quality of reduction for the distal tibial articular surface and the tibiofibular syndesmosis, and provides satisfactory ankle functional recovery in short-term follow-up.
Humans ; Male ; Female ; Adult ; Ankle Fractures/diagnostic imaging* ; Middle Aged ; Retrospective Studies ; Fracture Fixation, Internal/instrumentation* ; Adolescent ; Treatment Outcome ; Young Adult ; Bone Screws ; Ankle Joint/surgery* ; Fibula/surgery* ; Range of Motion, Articular

Objective To investigate the effects of continuous positive airway pressure(CPAP)on mean airway pressure and neurological function in cerebral infarction patients with obstructive sleep apnea-hypopnea syndrome(OSAS).Methods A total of 245 patients with cerebral infarction complicated with OSAS(who received treatment in our hospital from February 2020 to October 2023)were collected and studied by prospective study.Among them,152 patients received basic intervention measures such as conventional drugs and rehabilitation therapy,and 93 patients received CPAP therapy on the basis of basic intervention measures.Matching according to 1∶1 propensity score matching method,48 cases were divided into the control group and 48 cases were used as the observation group.The treatment period of the two groups was 14 days.Before treatment and after 14 days of treatment,the oxygen desaturation index(ODI),lowest oxygen saturation(LSaO2),respiratory mechanics indexes[airway resistance(Raw),mean airway pressure(MPaw)and peak inspiratory pressure(PIP)],neurological function scores[National Institutes of Health Stroke Scale(NIHSS)score,modified Rankina scale(mRS)score after 3 months]and Barthel index(BI)score were compared between the two groups,and the efficacy and the occurrence of adverse reactions were evaluated.Results After 14 days of treatment,the ODI,respiratory mechanics indexes Raw,MPaw,PIP,NIHSS score and mRS score were greatly reduced in the two groups,however,LSaO2 and BI score was increased(P＜0.05).The ODI,Raw,MPaw,PIP,NIHSS score and mRS score were lower in the observation group than those of the control group,while LSaO2 and BI score were higher in the observation group than those of the control group(P＜0.05).The total effective rate of the observation group was higher than that of the control group(87.5%vs.68.8%,P=0.026).There was no significant difference in the incidence of adverse reactions between the two groups(P=0.673).Conclusion CPAP is beneficial for reducing MPaw,improving oxygen saturation and neurological function,and increasing total effective rate in patients with cerebral infarction combined with OSAS.It can be widely applied in clinical practice.

Objective:To investigate the transcriptomic signature of refractory nasal polyps (NP) after endoscopic sinus surgery.Methods:Tissue samples were collected from 36 patients with NP who underwent endoscopic sinus surgery at the Seventh Affiliated Hospital of Sun Yat-sen University and the First Affiliated Hospital of Sun Yat-sen University from January 2020 to December 2021. Raw sequencing data of normal nasal mucosa samples were downloaded from publicly available GEO database (Accession Number: GSE136825). Differential expression genes (DEGs) and Gene Ontology (GO) enrichment analysis were conducted to analyze the differences between refractory NP and normal controls, as well as among refractory, controlled, and partially controlled NP. Hierarchical clustering method was employed to analyze the inflammatory endotypes of NP. Weighted Gene Co-expression Network Analysis (WGCNA) and STRING database were used in combination with Cytoscape software to identify the characteristic transcriptional expression profiles of refractory NP. R software (version 4.3.1) was used for statistical analysis.Results:Refractory NP patients had significantly higher asthma comorbidity rates than controlled/partially controlled groups ( P<0.05). The numbers and percentages of peripheral blood and tissue eosinophilic granulocytes were significantly higher in the refractory subgroup than in the other two subgroups ( P<0.05). Compared to normal mucosa, controlled and partially controlled NP groups, 27 genes were consistently upregulated in refractory NP. Hierarchical cluster analysis showed that the refractory NP exhibited a mixed endotype dominated by type 2 inflammation with co-existing type 1 features. Differential genes were enriched in extracellular matrix organization, leukocyte activation, cytokine receptor activation, cystatin-mediated protease inhibition, granule exocytosis, and olfactory nerve development regulation. Further WGCNA analysis and protein-protein interaction network identified 33 hub genes represented by ITGAM, NCF1, NCF2, CD1C, PTAFR, CLEC10A, SIRPA, TREM2, ALOX5AP, PTGDR2 (officially PTGDR), F13A1, DUOX2, NOS2, CTSG, and SALL1.Conclusion:This study reveals the distinctive transcriptional signature of refractory NP through transcriptomic methods, providing novel research avenues and therapeutic targets for the treatment of refractory NP after surgery.

Objective:To explore the clinical significance of skeletonized lymph node dissection of No.12 lymph nodes after neoadjuvant therapy in patients with advanced gastric cancer.Methods:For this retrospective case-cohort study we collected data from patients with advanced gastric cancer who underwent neoadjuvant chemotherapy and D2 or more extensive curative resection including No.12 lymph node dissection at the First Affiliated Hospital of Sun Yat-sen University from January, 2011 to December, 2022. Patients were divided into two groups based on whether they received skeletonized dissection of No.12 lymph nodes: 177 cases were in the skeletonized group, and 55 cases were in the nonskeletonized group. The differences of prognosis between the two groups were compared, and logistic regression models were used to analyze the factors affecting No.12 lymph node metastasis in the overall cohort and No.12b or No.12p lymph node metastasis in the skeletonized group.Results:A total of 232 patients were included, with 84 females (36.2%) and 148 males (63.8%), with an average age of 56.4±11.6 years. The proportion of female and ycT4 patients was significantly higher in the skeletonized group than in the nonskeletonized group (both P<0.05). Among all 232 patients, No. 12a metastasis occurred in 14 cases (6.0%). In the skeletonized group of 177 patients, No. 12b and No. 12p metastases were observed in 6 patients each (3.4%), and 4 patients had concurrent metastases in both No. 12b and No. 12a. The 5-year overall survival (OS) rates were 45.5% in the skeletonized group and 42.8% in the nonskeletonized group, with no statistical difference (HR=0.755, 95%CI: 0.488-1.168, P=0.580). The 5-year disease-free survival (DFS) rates were 39.8% and 41.0%, respectively, also with no statistical difference (HR=0.775, 95%CI: 0.513-1.172, P=0.584). 5-year OS for patients without No.12 lymph node metastasis was 48.8%, which was higher than the 15.9% for those with metastasis (HR=0.349, 95% CI: 0.209-0.584, P=0.003). Additionally, the 5-year DFS for those without metastasis was 44.3%, significantly higher than the 5.7% for those with metastasis (HR=0.444, 95%CI: 0.276-0.716, P<0.001). For patients without No. 12b or No. 12p lymph node metastasis, the 5-year OS was 47.6%, and the 5-year DFS was 42.3%, both of which were significantly higher than the 16.7% and 8.3% for those with No.12b or No. 12p lymph node metastasis, respectively (HR=0.353, 95%CI: 0.183-0.681, P=0.005; HR=0.457, 95%CI: 0.244-0.855, P=0.006). Multivariate analysis showed that more advanced ypN stage (OR=3.908, 95%CI:1.638-9.323, P=0.002) and tumor location in the lower stomach or whole stomach (OR=3.533, 95%CI: 1.312-9.511, P=0.012) were independent risk factors for No.12 lymph node metastasis and also for No.12b and No.12p lymph node metastasis (OR=2.426, 95%CI: 1.212-4.856, P=0.012 and OR=4.908, 95%CI:1.182-20.373, P=0.028, respectively). Conclusion:Patients with advanced gastric cancer who have more advanced ypN stage and tumor location in the lower stomach or whole stomach have a higher risk of No.12b and No.12p metastasis and thus require further skeletonized lymph node dissection of No.12.

Objective To investigate the effects of continuous positive airway pressure(CPAP)on mean airway pressure and neurological function in cerebral infarction patients with obstructive sleep apnea-hypopnea syndrome(OSAS).Methods A total of 245 patients with cerebral infarction complicated with OSAS(who received treatment in our hospital from February 2020 to October 2023)were collected and studied by prospective study.Among them,152 patients received basic intervention measures such as conventional drugs and rehabilitation therapy,and 93 patients received CPAP therapy on the basis of basic intervention measures.Matching according to 1∶1 propensity score matching method,48 cases were divided into the control group and 48 cases were used as the observation group.The treatment period of the two groups was 14 days.Before treatment and after 14 days of treatment,the oxygen desaturation index(ODI),lowest oxygen saturation(LSaO2),respiratory mechanics indexes[airway resistance(Raw),mean airway pressure(MPaw)and peak inspiratory pressure(PIP)],neurological function scores[National Institutes of Health Stroke Scale(NIHSS)score,modified Rankina scale(mRS)score after 3 months]and Barthel index(BI)score were compared between the two groups,and the efficacy and the occurrence of adverse reactions were evaluated.Results After 14 days of treatment,the ODI,respiratory mechanics indexes Raw,MPaw,PIP,NIHSS score and mRS score were greatly reduced in the two groups,however,LSaO2 and BI score was increased(P＜0.05).The ODI,Raw,MPaw,PIP,NIHSS score and mRS score were lower in the observation group than those of the control group,while LSaO2 and BI score were higher in the observation group than those of the control group(P＜0.05).The total effective rate of the observation group was higher than that of the control group(87.5%vs.68.8%,P=0.026).There was no significant difference in the incidence of adverse reactions between the two groups(P=0.673).Conclusion CPAP is beneficial for reducing MPaw,improving oxygen saturation and neurological function,and increasing total effective rate in patients with cerebral infarction combined with OSAS.It can be widely applied in clinical practice.

Objective:To explore the clinical significance of skeletonized lymph node dissection of No.12 lymph nodes after neoadjuvant therapy in patients with advanced gastric cancer.Methods:For this retrospective case-cohort study we collected data from patients with advanced gastric cancer who underwent neoadjuvant chemotherapy and D2 or more extensive curative resection including No.12 lymph node dissection at the First Affiliated Hospital of Sun Yat-sen University from January, 2011 to December, 2022. Patients were divided into two groups based on whether they received skeletonized dissection of No.12 lymph nodes: 177 cases were in the skeletonized group, and 55 cases were in the nonskeletonized group. The differences of prognosis between the two groups were compared, and logistic regression models were used to analyze the factors affecting No.12 lymph node metastasis in the overall cohort and No.12b or No.12p lymph node metastasis in the skeletonized group.Results:A total of 232 patients were included, with 84 females (36.2%) and 148 males (63.8%), with an average age of 56.4±11.6 years. The proportion of female and ycT4 patients was significantly higher in the skeletonized group than in the nonskeletonized group (both P<0.05). Among all 232 patients, No. 12a metastasis occurred in 14 cases (6.0%). In the skeletonized group of 177 patients, No. 12b and No. 12p metastases were observed in 6 patients each (3.4%), and 4 patients had concurrent metastases in both No. 12b and No. 12a. The 5-year overall survival (OS) rates were 45.5% in the skeletonized group and 42.8% in the nonskeletonized group, with no statistical difference (HR=0.755, 95%CI: 0.488-1.168, P=0.580). The 5-year disease-free survival (DFS) rates were 39.8% and 41.0%, respectively, also with no statistical difference (HR=0.775, 95%CI: 0.513-1.172, P=0.584). 5-year OS for patients without No.12 lymph node metastasis was 48.8%, which was higher than the 15.9% for those with metastasis (HR=0.349, 95% CI: 0.209-0.584, P=0.003). Additionally, the 5-year DFS for those without metastasis was 44.3%, significantly higher than the 5.7% for those with metastasis (HR=0.444, 95%CI: 0.276-0.716, P<0.001). For patients without No. 12b or No. 12p lymph node metastasis, the 5-year OS was 47.6%, and the 5-year DFS was 42.3%, both of which were significantly higher than the 16.7% and 8.3% for those with No.12b or No. 12p lymph node metastasis, respectively (HR=0.353, 95%CI: 0.183-0.681, P=0.005; HR=0.457, 95%CI: 0.244-0.855, P=0.006). Multivariate analysis showed that more advanced ypN stage (OR=3.908, 95%CI:1.638-9.323, P=0.002) and tumor location in the lower stomach or whole stomach (OR=3.533, 95%CI: 1.312-9.511, P=0.012) were independent risk factors for No.12 lymph node metastasis and also for No.12b and No.12p lymph node metastasis (OR=2.426, 95%CI: 1.212-4.856, P=0.012 and OR=4.908, 95%CI:1.182-20.373, P=0.028, respectively). Conclusion:Patients with advanced gastric cancer who have more advanced ypN stage and tumor location in the lower stomach or whole stomach have a higher risk of No.12b and No.12p metastasis and thus require further skeletonized lymph node dissection of No.12.

Objective:To investigate the application value of intelligent laboratory construction in the laboratory.Methods:All samples sent to the Department of Clinical Laboratory from all the clinical departments at the Eighth Affiliated Hospital of Sun Yat-Sen University from January 2018 to June 2024 were collected. Full-process intelligentization building was achieved by the use of logistics transmission system, automatic sampling system, automatic quality control system, automatic audit system, intelligent monitoring system, critical value monitoring system, and intelligent DxlabReport operation management system, et al. The normal distribution data were analyzed by two independent samples t-test, and the skew distribution data were analyzed by Mann-Whitney U test. Results:After the implementation of the pneumatic logistics transmission system, the turn-around time (TAT) from sample transmission to receiving decreased significantly from 51.5 (37.7, 73.0) min to 18.1 (14.4, 31.0) min ( U=0, P<0.001). After adopting the automatic sampling system, the TAT from receiving to sampling decreased from 41.0 (38.0, 45.0) min to 10.0 (5.0, 11.0) min ( U=0, P<0.001). The introduction of automatic quality control advanced the median time for the first batch of samples entering the biochemical testing pipeline from 9∶03 to 8∶27 and increased the reporting rate within 3 hours from 27.71%±1.39% to 36.90%±2.30% ( t=3.423, P<0.001). The intelligent monitoring system enabled module positioning monitoring, sample turn-around time reminder, instrument load rate monitoring, remaining reagent monitoring, and patient-based real-time quality control, resulting in improved instrument running efficiency and result accuracy. Followed by the introduction of the automatic audit function, the overall pass rate was 28.19%(10 006/35 500), including 37.17% (7 738/20 818) for biochemical reports, 31.57% (1 251/3 963) for chemiluminescence reports, and 9.49% (1 017/10 719) for biochemical immunity reports. The laboratory TAT decreased from (207.3±6.0) min to (169.8±5.9) min ( t=4.426, P<0.001). After the implementation of the critical value monitoring system, the timely reporting rate reached 99.52% (99.32%, 99.89%). After using quality digital management, outpatient biochemical immunity process was optimized to a decrease in laboratory TAT from 222 (201, 233) min to 145 (119, 195) min ( U=0, P=0.004), while the pass rate increased from 86.88% (85.91%, 87.81%) to 96.32% (95.86%, 96.96%) ( U=0, P=0.004). Conclusion:The establishment of an intelligent laboratory can optimize workflow, significantly improve the work efficiency and accuracy of sample processing, and minimize error.

Objective:To investigate the transcriptomic signature of refractory nasal polyps (NP) after endoscopic sinus surgery.Methods:Tissue samples were collected from 36 patients with NP who underwent endoscopic sinus surgery at the Seventh Affiliated Hospital of Sun Yat-sen University and the First Affiliated Hospital of Sun Yat-sen University from January 2020 to December 2021. Raw sequencing data of normal nasal mucosa samples were downloaded from publicly available GEO database (Accession Number: GSE136825). Differential expression genes (DEGs) and Gene Ontology (GO) enrichment analysis were conducted to analyze the differences between refractory NP and normal controls, as well as among refractory, controlled, and partially controlled NP. Hierarchical clustering method was employed to analyze the inflammatory endotypes of NP. Weighted Gene Co-expression Network Analysis (WGCNA) and STRING database were used in combination with Cytoscape software to identify the characteristic transcriptional expression profiles of refractory NP. R software (version 4.3.1) was used for statistical analysis.Results:Refractory NP patients had significantly higher asthma comorbidity rates than controlled/partially controlled groups ( P<0.05). The numbers and percentages of peripheral blood and tissue eosinophilic granulocytes were significantly higher in the refractory subgroup than in the other two subgroups ( P<0.05). Compared to normal mucosa, controlled and partially controlled NP groups, 27 genes were consistently upregulated in refractory NP. Hierarchical cluster analysis showed that the refractory NP exhibited a mixed endotype dominated by type 2 inflammation with co-existing type 1 features. Differential genes were enriched in extracellular matrix organization, leukocyte activation, cytokine receptor activation, cystatin-mediated protease inhibition, granule exocytosis, and olfactory nerve development regulation. Further WGCNA analysis and protein-protein interaction network identified 33 hub genes represented by ITGAM, NCF1, NCF2, CD1C, PTAFR, CLEC10A, SIRPA, TREM2, ALOX5AP, PTGDR2 (officially PTGDR), F13A1, DUOX2, NOS2, CTSG, and SALL1.Conclusion:This study reveals the distinctive transcriptional signature of refractory NP through transcriptomic methods, providing novel research avenues and therapeutic targets for the treatment of refractory NP after surgery.