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Ma X, Jiang X, Guo H, Wang J, Wang T, Lu X. A nutrition-based nomogram for predicting intra-abdominal infection after D2 radical gastrectomy for gastric cancer. Langenbecks Arch Surg 2025; 410:98. [PMID: 40080109 PMCID: PMC11906490 DOI: 10.1007/s00423-025-03660-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 02/24/2025] [Indexed: 03/15/2025]
Abstract
BACKGROUND This study aims to construct a nutrition-based nomogram for predicting the risk of intra-abdominal infection (IAI) after D2 radical gastrectomy for gastric cancer (GC). METHODS We retrospectively analyzed the clinical data of 404 individuals who received D2 radical gastrectomy for GC. Four preoperative nutrition-related indicators, the nutritional risk screening (NRS) 2002 score, albumin (ALB), prognostic nutritional index (PNI), and controlling nutritional status (CONUT) score, were collected and calculated. Multivariate logistic regression analysis was utilized to screen the independent risk factors for IAI following D2 radical gastrectomy for GC. The area under the receiver operating characteristics (ROC) curve (AUROC) was computed. A nomogram was established to forecast postoperative IAI using the independent risk factors. RESULTS The NRS2002 score, ALB, PNI, CONUT score, fasting blood glucose (FBG), American Society of Anesthesiologists (ASA) score, type of resection, multi-visceral resection, perioperative blood transfusion, and the tumor, node, metastasis (TNM) stage were significantly associated with postoperative IAI. Considering the collinearity between these nutrition-related variables, four multivariate logistic regression analyses were separately performed, and four independent nutrition-based models were constructed. Of these, the best one was the model based on the three indicators of NRS2002 score, FBG, and multi-visceral resection, which had an AUROC of 0.744 (0.657-0.830), with a specificity of 75.6% and a sensitivity of 62.9%. Further, a nomogram was constructed to estimate the probability of IAI following D2 radical gastrectomy. The internal validation was carried out using the bootstrap method with self-help repeated sampling 1000 times, and the concordance index (c-index) was determined at 0.742 (95% CI = 0.739-0.745). The calibration curve revealed that the predictive results of the nomogram were in excellent concordance with the actual observations. The decision curve analysis (DCA) indicates that the nomogram has excellent clinical benefit. CONCLUSION The nomogram constructed based on NRS2002 score, FBG, and multi-visceral resection has good predictive capacity for the incidence of IAI following D2 radical gastrectomy and provides a reference value for clinicians to assess the risk of IAI occurrence.
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Affiliation(s)
- Xinghao Ma
- Department of Clinical Nutrition, Lu'an Hospital, Anhui Medical University, Lu'an, 237005, China
| | - Xiaoyang Jiang
- Department of Clinical Nutrition, Lu'an Hospital, Anhui Medical University, Lu'an, 237005, China
| | - Hao Guo
- Department of Clinical Nutrition, Lu'an Hospital, Anhui Medical University, Lu'an, 237005, China
- Department of Nutrition, School of Public Health, Anhui Medical University, Hefei, 230032, China
| | - Jiajia Wang
- Department of Clinical Nutrition, Lu'an Hospital, Anhui Medical University, Lu'an, 237005, China
| | - Tingting Wang
- Department of Clinical Nutrition, Lu'an Hospital, Anhui Medical University, Lu'an, 237005, China
| | - Xiuming Lu
- Department of Gastrointestinal Surgery, Lu'an Hospital, Anhui Medical University, Lu'an, 237005, China.
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Ma X, Lu X, Jiang X, Wang J, Wang T, Zhang L. A nomogram combining prognostic nutritional index and platelet lymphocyte ratio predicts postoperative pulmonary infection following D2 radical gastrectomy for gastric cancer. NUTR HOSP 2024; 41:602-611. [PMID: 38726634 DOI: 10.20960/nh.05079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/28/2024] Open
Abstract
Introduction Introduction: the prognostic nutritional index (PNI) and platelet-lymphocyte ratio (PLR) have been found to correlate with outcomes following radical gastrectomy for gastric cancer (GC). Objectives: to construct a nomogram combining PNI and PLR for individually forecasting the risk of postoperative pulmonary infection (POI) following D2 radical gastrectomy for GC. Methods: retrospectively, clinical data was gathered from 404 patients treated with D2 radical gastrectomy for GC. The study used multivariate logistic regression analysis to screen independent risk factors for POI after surgery. Subsequently, a nomogram was developed based on the above factors to forecast the POI probability accurately. Results: the multivariate logistic regression analysis identified age, PNI, PLR, CA199 level, ASA score, and ICU treatment as independent risk variables for POI following D2 radical gastrectomy (p < 0.001 or 0.05). The nomogram's area under the receiver operating characteristic curve (AUC) for predicting the risk of POI was 0.736 (95 % confidence interval (CI) = 0.678-0.794). The nomogram was internally validated using the bootstrap approach, involving repeated sampling 1000 times. The result yielded a concordance index (c-index) of 0.707 (95 % CI = 0.705-0.709). The calibration curves demonstrated an excellent concordance between the predicted values of the nomogram and the observed values. The nomogram's clinical value was shown to be high using decision analysis curves. Conclusions: a nomogram combining PNI and PLR is a dependable tool for forecasting the probability of POI following D2 radical gastrectomy for GC.
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Affiliation(s)
- Xinghao Ma
- Department of Clinical Nutrition. Lu'an Hospital. Anhui Medical University
| | - Xiumin Lu
- Department of Gastrointestinal Surgery. Lu'an Hospital. Anhui Medical University
| | - Xiaoyang Jiang
- Department of Clinical Nutrition. Lu'an Hospital. Anhui Medical University
| | - Jiajia Wang
- Department of Clinical Nutrition. Lu'an Hospital. Anhui Medical University
| | - Tingting Wang
- Department of Clinical Nutrition. Lu'an Hospital. Anhui Medical University
| | - Li Zhang
- Department of Clinical Nutrition. Lu'an Hospital. Anhui Medical University
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Hayashi T, Fujiwara Y, Irie M, Masuda M, Sakai H, Kobayashi H, Kawano O, Maeda T. Effect of nutritional status on occurrence of pneumonia after traumatic cervical spinal cord injury. Sci Rep 2024; 14:13286. [PMID: 38858459 PMCID: PMC11164985 DOI: 10.1038/s41598-024-64121-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 06/05/2024] [Indexed: 06/12/2024] Open
Abstract
Pneumonia after cervical spinal cord injury (CSCI) is a common and serious complication; however, its nutrition-related etiology has not yet been elucidated. This study aimed to elucidate the effects of nutritional factors on pneumonia after CSCI. Patients with acute traumatic CSCI who were admitted within 3 days after injury and followed up for at least 3 months were retrospectively examined. Occurrence of pneumonia, nutritional status, severity of dysphagia, vital capacity, use of respirators, and motor scores for paralysis were evaluated. Of 182 patients included in this study, 33 (18%) developed pneumonia. Multiple logistic regression analysis revealed that low nutritional status, severe paralysis, and low vital capacity were significant risk factors for pneumonia. The severity of paralysis, respiratory dysfunction, and poor nutritional status can affect the occurrence of pneumonia after CSCI. In addition to respiratory management, nutritional assessment and intervention may play key roles in preventing pneumonia associated with spinal cord injury-induced immune depression. Nutritional care should be provided as soon as possible when the nutritional status of a patient worsens after an injury.
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Affiliation(s)
- Tetsuo Hayashi
- Department of Rehabilitation Medicine, Japan Organization of Occupational Health and Safety, Spinal Injuries Center, Fukuoka, Japan.
- Department of Orthopedic Surgery, Japan Organization of Occupational Health and Safety, Spinal Injuries Center, Fukuoka, Japan.
- Department of Assistive Technology and Design Department, Japan Organization of Occupational Health and Safety, Spinal Injuries Center, Fukuoka, Japan.
- Department of Rehabilitation Medicine, Fukushima Medical University, Fukushima, Japan.
| | - Yuichi Fujiwara
- Department of Nursing, Japan Organization of Occupational Health and Safety, Spinal Injuries Center, Fukuoka, Japan
| | - Momo Irie
- Department of Orthopedic Surgery, Japan Organization of Occupational Health and Safety, Spinal Injuries Center, Fukuoka, Japan
| | - Muneaki Masuda
- Department of Orthopedic Surgery, Japan Organization of Occupational Health and Safety, Spinal Injuries Center, Fukuoka, Japan
| | - Hiroaki Sakai
- Department of Orthopedic Surgery, Japan Organization of Occupational Health and Safety, Spinal Injuries Center, Fukuoka, Japan
| | - Hiromitsu Kobayashi
- Department of Assistive Technology and Design Department, Japan Organization of Occupational Health and Safety, Spinal Injuries Center, Fukuoka, Japan
| | - Osamu Kawano
- Department of Orthopedic Surgery, Japan Organization of Occupational Health and Safety, Spinal Injuries Center, Fukuoka, Japan
| | - Takeshi Maeda
- Department of Orthopedic Surgery, Japan Organization of Occupational Health and Safety, Spinal Injuries Center, Fukuoka, Japan
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Jiang Z, Lin H, Huang J, Sharma R, Lu Y, Zheng J, Chen X, Yang X, Niu M. Lack of clinical benefit from preoperative short-term parenteral nutrition on the clinical prognosis of patients treated with radical gastrectomy for gastric cancer: a two-center retrospective study based on propensity score matching analysis. J Gastrointest Oncol 2024; 15:96-111. [PMID: 38482215 PMCID: PMC10932686 DOI: 10.21037/jgo-23-1000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 02/15/2024] [Indexed: 07/12/2024] Open
Abstract
Background Preoperative nutritional support studies for patients undergoing gastrointestinal (GI) surgery mostly focused on enteral nutrition (EN) or long-term (≥7 days) parenteral nutrition (PN). Some studies also found that preoperative short-term PN could improve the postoperative short-term nutritional status of tumor patients. But whether short-term PN support (1-6 days) before surgery can improve the prognosis of patients undergoing surgery for gastric cancer (GC) remains unclear. Therefore, we focused on assessing the effect of preoperative short-term PN on the outcomes of patients undergoing radical surgery for GC. Methods A retrospective analysis of 1,155 patients who underwent radical gastrectomy for GC between July 2014 and February 2019 was conducted. According to whether patients received short-term (1-6 days) PN support before surgery, patients were divided into non-PN group and PN group. After 1:1 propensity score matching (PSM), two groups of patients with similar baseline clinical characteristics were obtained. The incidence of various complications and overall survival (OS) rate were compared between the two groups, and logistic regression analysis for complications, Cox regression analysis for OS, and subgroup analysis were performed. Results Each group had 478 patients after PSM, and the clinical characteristics were balanced. There were no significant differences in overall postoperative complications (pre-PSM: P=0.495; post-PSM: P>0.99), postoperative length of stay (LOS; pre-PSM: P=0.092; post-PSM: P=0.460), or readmission rate within 30 days (pre-PSM: P=0.496; post-PSM: P=0.793) between the two groups before and after PSM. The OS of PN group before matching was lower than that of non-PN group (P=0.023), but this difference was not significant after matching (P=0.950), but the PN group's hospitalization expenses were substantially greater than those of the control group (post-PSM: P<0.001). Preoperative short-term PN support was not an independent factor in the incidence of postoperative complications (P>0.99) and OS (P=0.949). Subgroup analyses failed to identify those patients who might benefit from preoperative short-term PN support. Conclusions Preoperative short-term PN support may have no significant benefit on short-term postoperative complications or the long-term OS of patients with GC but increase hospitalization costs. It thus should not be the first choice of treatment for these patients.
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Affiliation(s)
- Zhixuan Jiang
- Department of Gastrointestinal Surgery, the First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
| | - Hang Lin
- Department of Gastrointestinal Surgery, the First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
- First College of Clinical Medicine, Wenzhou Medical University, Wenzhou, China
| | - Jianqiang Huang
- Department of Gastrointestinal Surgery, the First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
| | - Rohit Sharma
- Department of Surgery, Marshfield Clinic Health System, Marshfield, WI, USA
| | - Yangbin Lu
- Department of Gastrointestinal Surgery, the First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
| | - Jingwei Zheng
- Department of Gastrointestinal Surgery, the First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
| | - Xiaodong Chen
- Department of Gastrointestinal Surgery, the First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
| | - Xinxin Yang
- Department of Gastrointestinal Surgery, the First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
| | - Mengyuan Niu
- Department of Gastrointestinal Surgery, the First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
- School of Basic Medicine, Wenzhou Medical University, Wenzhou, China
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Pergialiotis V, Thomakos N, Papalios T, Lygizos V, Vlachos DE, Rodolakis A, Haidopoulos D. Prognostic Nutritional Index as a Predictive Biomarker of Post-Operative Infectious Morbidity in Gynecological Cancer Patients: A Prospective Cohort Study. Nutr Cancer 2024; 76:364-371. [PMID: 38369888 DOI: 10.1080/01635581.2024.2318827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 02/01/2024] [Accepted: 02/02/2024] [Indexed: 02/20/2024]
Abstract
Malnutrition significantly impacts the post-operative process of gynecological cancer patients. A prominent variable for determining perioperative morbidity is the Prognostic Nutritional Index (PNI). To investigate PNI's predictive value on the risk of post-operative infections, we conducted a prospective cohort study involving women who underwent surgery for gynecological malignancies. Out of the 208 patients enrolled, 28 (13.5%) were malnourished and post-operative infections occurred in 43 patients. Notably, there was a significant difference in PNI between patients who developed infections and those who did not (p = 0.027), as well as between malnourished patients and those with normal nutritional status (p = 0.043). Univariate analysis showed that preoperative PNI predicts the risk of post-operative infections better than post-operative white blood cell count (AUC of 0.562 vs 0.375). However, the most accurate diagnostic results in the multivariate analysis were obtained from random forest and classification tree models (AUC of 0.987 and 0.977, respectively). Essentially, PNI and post-operative white blood cell count provided the best information gain according to rank probabilities. In conclusion, PNI appears to be a critical parameter that merits further investigation during the preoperative evaluation of gynecological malignancies.
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Affiliation(s)
- Vasilios Pergialiotis
- First Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, "Alexandra" General Hospital, Athens, Greece
| | - Nikolaos Thomakos
- First Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, "Alexandra" General Hospital, Athens, Greece
| | - Theodoros Papalios
- First Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, "Alexandra" General Hospital, Athens, Greece
| | - Vasilios Lygizos
- First Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, "Alexandra" General Hospital, Athens, Greece
| | - Dimitrios Efthimios Vlachos
- First Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, "Alexandra" General Hospital, Athens, Greece
| | - Alexandros Rodolakis
- First Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, "Alexandra" General Hospital, Athens, Greece
| | - Dimitrios Haidopoulos
- First Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, "Alexandra" General Hospital, Athens, Greece
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Zheng F, Meng Q, Zhang L, Chen J, Zhao L, Zhou Z, Liu Y. Prognostic roles of hematological indicators for the efficacy and prognosis of immune checkpoint inhibitors in patients with advanced tumors: a retrospective cohort study. World J Surg Oncol 2023; 21:198. [PMID: 37420219 DOI: 10.1186/s12957-023-03077-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 06/14/2023] [Indexed: 07/09/2023] Open
Abstract
BACKGROUND Immunocheckpoint inhibitor(ICI) is a major breakthrough in tumor treatment. It can activate the patient's own immune system and play an anti-tumor role, but not all patients can benefit from it. At present, there is still a lack of effective biomarkers to guide clinical application. The systemic immune inflammation(SII) index reflects the systemic inflammatory state and immune state of patients. Prognostic nutrition index(PNI) can be used to evaluate immune status of patients. Therefore, SII and PNI indexes may have some value in predicting the efficacy and prognosis of immunotherapy, but there is still a lack of relevant research. The purpose of our study was to explore the influence of SII and PNI index on the efficacy and prognosis of immunotherapy. METHODS A total of 1935 patients treated with ICIs treatment in the Fourth Hospital of Hebei Medical University from November 2016 to October 2021 were retrospectively collected. 435 patients who met the inclusion criteria and did not meet the exclusion criteria. The imaging data, blood results of each patient were collected within 1 week before ICIs treatment. The neutrophil lymphocyte ratio(NLR), platelet lymphocyte ratio(PLR), monocyte lymphocyte ratio(MLR), PNI,systemic inflammatory response index(SIRI),neutrophil-eosinophil ratio(NER) was calculated. The patients were followed up by in-patient, out-patient reexamination and telephone contact, and the efficacy evaluation and survival status were recorded. The deadline of follow-up: January 2021. SPSS-24.0 software was employed for statistical analysis. RESULTS Among the 435 patients receiving ICI treatment, 61,236 and 138 patients were evaluated respectively as partial response (PR), stable disease (SD) and progressive disease (PD). The overall response rate(ORR) and disease control rate (DCR) of this cohort were 14.0% and 68.3%, respectively. Median progression-free survival (mPFS) is 4.0 months, The overall survival (mOS) of this cohort is 6.8 months. Multivariate analysis showed that SIRI(Hazard Ratio, HR = 1.304, P = 0.014), PNI (HR = 0.771, P = 0.019), prealbumin (PAB) (HR = 0.596, P = 0.001), and PNI(HR = 0.657, P = 0.008) were independent risk factors for PFS and OS, respectively. CONCLUSIONS Patients with high SIRI value and low PNI value before ICI treatment have shorter PFS. Patients with higher PNI value have better prognosis. Therefore, hematological indicators may become predictors of immunotherapy.
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Affiliation(s)
- Fei Zheng
- The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Qingju Meng
- The First Affiliated Hospital of Xingtai Medical College, Xingtai, China
| | - Lei Zhang
- Hebei Province Pharmaceutical Professional Inspector Corps (Hebei Provincial Vaccine Inspection Center), Shijiazhuang, China
| | - Jingli Chen
- The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Liyan Zhao
- The First Affiliated Hospital of Xingtai Medical College, Xingtai, China
| | - Zhiguo Zhou
- The Fourth Hospital of Hebei Medical University, Shijiazhuang, China.
- Department of Radiotherapy Oncology, The Fourth Hospital of Hebei Medical University, 12 JianKang Road, Shijiazhuang, 050011, Hebei Province, China.
| | - Yibing Liu
- The Fourth Hospital of Hebei Medical University, Shijiazhuang, China.
- Department of Medical Oncology, The Fourth Hospital of Hebei Medical University, 12 JianKang Road, Shijiazhuang, 050011, Hebei Province, China.
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Predictive value of Controlling Nutritional Status score and Prognostic Nutritional Index for systemic inflammatory response syndrome/sepsis after percutaneous nephrolithotomy. Int Urol Nephrol 2023; 55:1101-1107. [PMID: 36940002 DOI: 10.1007/s11255-023-03559-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 03/14/2023] [Indexed: 03/21/2023]
Abstract
PURPOSE Our aim was to investigate the predictive value of Controlling Nutritional Status (CONUT) score and Prognostic Nutritional Index (PNI) for systemic inflammatory response syndrome (SIRS)/sepsis after percutaneous nephrolithotomy (PNL). METHODS Demographic and clinical data of 422 patients who underwent PNL were evaluated. The CONUT score was calculated from lymphocyte count, serum albumin, and cholesterol, while the PNI was calculated using lymphocyte count and serum albumin. Spearman's correlation coefficient was used to evaluate the relationship between nutritional scores and systemic inflammation markers. Logistic regression analysis was performed to determine the risk factors for SIRS/sepsis development after PNL. RESULTS Patients with SIRS/sepsis had a significantly higher preoperative CONUT score and lower PNI compared with the SIRS/sepsis (-) group. A positive significant correlation between CONUT score and CRP (rho = 0.75), CONUT score and procalcitonin (rho = 0.36), and CONUT score and WBC (rho = 0.23) were determined. Additionally, a negative significant correlation was shown between PNI and procalcitonin (rho = - 0.30) and PNI and CRP (rho = - 0.64). The ROC curve analysis showed that the cut-off values for the CONUT score and PNI were 4 (AUC = 0.827) and 42 (AUC = 0.734), respectively. Age, stone size, history of pyelonephritis, residual stone, presence of infection stone, CONUT score ≥ 4, and PNI ≤ 42 were found to be independent predictors for postoperative SIRS/sepsis in multivariate analysis. CONCLUSION Our results demonstrated that preoperative CONUT score and PNI are potential predictive factors for SIRS/sepsis development after PNL. Therefore, patients with CONUT score ≥ 4 and PNI ≤ 42 are suggested to be closely monitoring due to the risk of post-PNL SIRS/sepsis.
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