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Prognostic Factors in Patients with Lung Cancer in the Intensive Care Unit: A Retrospective Single-Center Study

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Prognostic Factors in Patients with Lung Cancer in the Intensive Care Unit: A Retrospective Single-Center Study

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  • Research Article
  • Cite Count Icon 4
  • 10.21037/jgo.2018.10.11
Intensive care for patients with gastric cancers: outcome and survival prognostic factors.
  • Apr 1, 2019
  • Journal of Gastrointestinal Oncology
  • Hugo Herrscher + 8 more

Admission and management of patients with solid malignancies in intensive care unit (ICU) is a controversial topic. To this day, there is no data published concerning patients with gastric cancers hospitalized in ICU. This single center retrospective study reports the characteristics, outcome and prognostic factors of patients hospitalized in ICU for medical reasons over a period of 10 years. We performed a single center retrospective study which reports the characteristics, outcome and prognostic factors of patients hospitalized in ICU for medical reasons over a period of 10 years. Thirty-seven patients were included, among whom 24 (64.9%) had metastatic cancer. The most frequent diagnosis on admission was septic shock (48.6%) and 24 patients (64.9%) required intubation. Ten patients (27.0%) were alive 3 months after their admission in ICU. Metastatic cancer and intubation were independently associated with a higher risk of dying within 3 months of admission in multivariate analysis: odds ratio (OR) =13.7; 95% confidence interval (CI), 1.7-108 (P<0.01). Seventeen patients (45.9%) died during their ICU stay. Metastatic cancer: OR =89; 95% CI, 2.7-6,588, therapeutic intensification: OR =1,471; 95% CI, 9.8-811,973 and the logistic organ dysfunction score (LODS) on admission: OR =1.4; 95% CI, 1.1-2.3 were independently associated with mortality within the ICU in multivariate analysis (P<0.01). This is the first study that examines the outcome and prognostic factors of patients with gastric cancers who require life-sustaining therapy in ICU. The identification of 3 months and ICU mortality prognostic factors could contribute to guiding clinicians in the management of these patients and assist health professionals in their discussions with these patients and their families.

  • Research Article
  • Cite Count Icon 1
  • 10.3390/jcm14165761
Predictors of Intensive Care Unit Outcomes in Elderly Patients with Acute Respiratory Failure: A Retrospective Cohort Study
  • Aug 14, 2025
  • Journal of Clinical Medicine
  • Nazlıhan Boyacı Dündar + 4 more

Background/Objectives: Acute respiratory failure (ARF), a major cause of intensive care unit (ICU) admission in elderly patients, is strongly associated with adverse outcomes. Despite its clinical significance, data on prognostic factors in this patient group remain limited. This study aims to identify key prognostic factors in elderly ICU patients with ARF to guide clinical management. Methods: This retrospective cohort study analyzed data from elderly patients (≥65 years) admitted to the tertiary medical ICU of Gazi University Hospital due to ARF between February 2020 and December 2022. Collected data included demographic characteristics, comorbidities, reasons for ICU admission, organ support requirements, and clinical scores. Statistical analyses were performed to identify independent predictors of ICU mortality and invasive mechanical ventilation (IMV) requirement. Results: Of 244 patients, the median age was 76 (70–82) years, with a mortality rate of 49.2%. Independent predictors of mortality included higher SOFA scores (OR: 1.316, 95% CI: 1.089–1.590, p = 0.005), presence of shock at ICU admission (OR: 2.875, 95% CI: 1.046–7.905, p = 0.041), requirement of IMV (OR: 9.415, 95% CI: 3.591–24.679, p < 0.001), requirement of renal replacement therapy (RRT) (OR: 3.039, 95% CI: 1.125–8.206, p = 0.028), and hypoalbuminemia (OR: 3.647, 95% CI: 1.238–10.742, p = 0.019). IMV support was required in 56.9% of patients and was associated with more severe illness, worse oxygenation, and higher ICU mortality (77.6% vs. 11.4%, p < 0.001). Conclusions: In elderly patients with ARF, ICU mortality was independently associated with organ dysfunctions (higher SOFA scores, presence of shock at ICU admission, requirements of IMV and RRT) and hypoalbuminemia. Our findings highlight the need for individualized risk assessment and targeted supportive strategies in elderly patients with ARF.

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  • Research Article
  • Cite Count Icon 9
  • 10.7717/peerj.13594
Machine-learning based prediction and analysis of prognostic risk factors in patients with candidemia and bacteraemia: a 5-year analysis
  • Jun 15, 2022
  • PeerJ
  • Yali Gao + 11 more

Bacteraemia has attracted great attention owing to its serious outcomes, including deterioration of the primary disease, infection, severe sepsis, overwhelming septic shock or even death. Candidemia, secondary to bacteraemia, is frequently seen in hospitalised patients, especially in those with weak immune systems, and may lead to lethal outcomes and a poor prognosis. Moreover, higher morbidity and mortality associated with candidemia. Owing to the complexity of patient conditions, the occurrence of candidemia is increasing. Candidemia-related studies are relatively challenging. Because candidemia is associated with increasing mortality related to invasive infection of organs, its pathogenesis warrants further investigation. We collected the relevant clinical data of 367 patients with concomitant candidemia and bacteraemia in the first hospital of China Medical University from January 2013 to January 2018. We analysed the available information and attempted to obtain the undisclosed information. Subsequently, we used machine learning to screen for regulators such as prognostic factors related to death. Of the 367 patients, 231 (62.9%) were men, and the median age of all patients was 61 years old (range, 52–71 years), with 133 (36.2%) patients aged >65 years. In addition, 249 patients had hypoproteinaemia, and 169 patients were admitted to the intensive care unit (ICU) during hospitalisation. The most common fungi and bacteria associated with tumour development and Candida infection were Candida parapsilosis and Acinetobacter baumannii, respectively. We used machine learning to screen for death-related prognostic factors in patients with candidemia and bacteraemia mainly based on integrated information. The results showed that serum creatinine level, endotoxic shock, length of stay in ICU, age, leukocyte count, total parenteral nutrition, total bilirubin level, length of stay in the hospital, PCT level and lymphocyte count were identified as the main prognostic factors. These findings will greatly help clinicians treat patients with candidemia and bacteraemia.

  • Research Article
  • Cite Count Icon 33
  • 10.1093/jjco/hyv143
Long-term outcomes and prognostic factors in 78 Japanese patients with advanced pancreatic neuroendocrine neoplasms: a single-center retrospective study.
  • Sep 15, 2015
  • Japanese Journal of Clinical Oncology
  • Lingaku Lee + 7 more

Despite an increase in the number of Japanese patients with pancreatic neuroendocrine neoplasms, long-term outcomes and prognostic factors, especially for those with advanced disease, remain unclear. We retrospectively reviewed the medical records of 78 patients with unresectable pancreatic neuroendocrine neoplasms treated at our hospital from January 1987 to March 2015. Survival analyses were performed using Kaplan-Meier methods. Prognostic significance of several clinicopathological factors were analyzed by univariate and multivariate analyses using a Cox regression model. Median overall survivals of pancreatic neuroendocrine tumor (n = 64) and pancreatic neuroendocrine carcinoma (n = 14) were 83.7 and 9.1 months, respectively (hazard ratio: 0.02, 95% confidence interval: 0.01-0.08, P < 0.001). Although no significant differences were observed using a Ki-67 cut-off value of 2% (hazard ratio: 0.46, 95% confidence interval: 0.16-1.13, P = 0.0989), a Ki-67 cut-off of 10% was a significant predictor in patients with pancreatic neuroendocrine tumor (hazard ratio: 9.95, 95% confidence interval, 3.01-32.97, P < 0.001). Treatment after the advent of targeted therapy (hazard ratio: 0.07, 95% confidence interval: 0.03-0.19, P < 0.001) and the presence of bone metastases (hazard ratio: 4.38, 95% confidence interval: 1.42-11.29, P = 0.013) were significant prognostic factors in patients with pancreatic neuroendocrine tumor evaluated by univariate analysis. Multivariate analysis also revealed that a Ki-67 index ≥10% (hazard ratio: 38.8, 95% confidence interval: 8.42-226.62, P < 0.001), approval of targeted therapy (hazard ratio: 0.02, 95% confidence interval: 0.00-0.11, P < 0.001) and bone metastases (hazard ratio: 5.56, 95% confidence interval: 1.10-24.00, P = 0.039) were independent prognostic factors. We elucidated the long-term outcomes and prognostic factors in Japanese patients with advanced pancreatic neuroendocrine neoplasms.

  • Research Article
  • 10.21673/anadoluklin.1446032
Clinical characteristics, outcomes, and prognostic factors of patients with systemic rheumatic diseases in medical intensive care unit: A retrospective single center study
  • Jan 29, 2025
  • Anadolu Kliniği Tıp Bilimleri Dergisi
  • Tuba Demirci Yıldırım + 2 more

Aim: Systemic rheumatic diseases are a group of diseases that can affect several organs and occasionally need intensive care unit (ICU) admission due to the severity of diseases or complications. In this study, we aimed to investigate clinical features and factors associated with mortality in patients with systemic rheumatic diseases who were followed up in the medical ICU Methods: This retrospective cohort study was conducted at a medical ICU, between January 1, 2018, and December 31, 2022. Patients who were 18 years older and with known or newly diagnosed systemic rheumatic diseases who were followed up in the ICU for more than 48 hours were included in the study. The cause of admission, clinical characteristics, and factors associated with mortality were evaluated. Results: A total of 76 patients were included in the final analysis; the mean age was 60,8±15.0 years and rheumatoid arthritis (RA) (39%) was the most common systemic rheumatic disease. Acute respiratory failure (64%) was the most common reason for ICU admission, followed by septic shock (16%). A total of 41 (54%) patients died during their ICU stay. Non-survivor patients were older (mean age, 66.1 vs. 54.8 years, p=0.005) and had a higher APACHE-2 score than survivors (median, 24 vs. 14, p

  • Research Article
  • Cite Count Icon 10
  • 10.4081/rt.2013.e55
Prognostic Factors in Adult Soft Tissue Sarcoma Treated with Surgery Combined with Radiotherapy: A Retrospective Single-Center Study on 164 Patients
  • Oct 18, 2013
  • Rare Tumors
  • Ling Cai + 9 more

The aim of the present study is to assess the disease profile, outcome and prognostic factors in patients treated with surgery combined with radiotherapy (RT), with or without chemotherapy (CXT), for soft-tissue sarcoma (STS) in a multidisciplinary setting. One hundred and sixty-four patients with STS treated between 1980 and 2010 at the Centre Hospitalier Universitaire Vaudois were enrolled in this retrospective study. Seventy-six percent of patients underwent postoperative RT with (24%), or without (52%) CXT, 15% preoperative RT with (5%), or without (10%) CXT, surgery alone (7%), or RT alone (2%) with or without CXT. The median follow-up was 60 months (range 6-292). Local failure was observed in 18%, and distant failure in 21% of the patients. Overall survival (OS), diseasefree survival (DFS), local control (LC) and distant metastases-free survival (DMFS) were 88%, 68%, 83%, and 79% at 5 years, and 80%, 56%, 76%, and 69% at 10 years, respectively. In univariate analyses, favorable prognostic factors for OS, DFS, and DMFS were tumor size 6 cm or less, World Health Organization (WHO)/Zubrod score 0, and stage 2 or less. Age and superficial tumors were favorable only for OS and DMFS respectively. STS involving the extremities had a better outcome regarding DFS and LC. Histological grade 2 or less was favorable for DFS, DMFS, and LC. Radical surgery was associated with better LC and DMFS. RT dose more than 60 Gy was favorable for OS, DFS, and LC. In multivariate analyses, independent factors were age for OS; tumor size for OS, DFS and DMFS; WHO/Zubrod score for OS, DFS and LC; hemoglobin level for DFS; site for DFS and LC; tumor depth for DMFS; histological grade for DFS and LC; surgical procedure for LC and DMFS; and RT dose for OS.This study confirms that in a multidisciplinary setting, STS have a fairly good prognosis. A number of prognostic and predictive factors, including the role of surgery combined with RT, were identified. Regarding RT, a dose of more than 60 Gy was associated with a better outcome, at the price of a higher toxicity. We could not demonstrate a superiority of preoperative RT over postoperative RT.

  • Research Article
  • Cite Count Icon 72
  • 10.1016/j.athoracsur.2013.12.044
Perioperative Blood Transfusion Is Associated With Worse Clinical Outcomes in Resected Lung Cancer
  • Mar 25, 2014
  • The Annals of Thoracic Surgery
  • Ting Wang + 7 more

Perioperative Blood Transfusion Is Associated With Worse Clinical Outcomes in Resected Lung Cancer

  • Conference Article
  • 10.1183/13993003.congress-2015.pa2172
Outcome and prognostic factors of patients with lung cancer admitted to intensive care unit
  • Sep 1, 2015
  • Yun Su Sim + 4 more

<b>Backgrounds:</b> Lung cancer is the leading cause of cancer mortality worldwide and often needs for the intensive care. Although techniques of critical care are developing and expanding rapidly, Decision for intensive treatment of patients with lung cancer is difficult. We are evaluated outcome and prognostic factors of patients with lung cancer admitted to intensive care unit. <b>Methods:</b> We retrospectively analyzed the clinical data of 123 patients with lung cancer admitted to intensive care unit (ICU) from October 2008 to January 2012. <b>Results:</b> The median age of patients with lung cancer admitted to ICU was 68 years, and 79 patients were male. 74 patients with lung cancer were medical ICU and their ICU mortality was 42%. Cox9s regression hazard model revealed that the use of vasopressor (HR 54.694 CI 5.549-539.060, <i>p</i> = 0.001) and admission from ward (HR 9.520, CI 1.287-74.441, <i>p</i> = 0.027) were independent predictive factors for mortality in patients with lung cancer admitted to the ICU. <b>Conclusion:</b> The use of vasopressor and admission from ward should be considered when estimating prognosis and mortality in patients with lung cancer admitted to the ICU.

  • Research Article
  • Cite Count Icon 8
  • 10.1016/j.wneu.2024.05.060
Prognostic Factors in Idiopathic Normal Pressure Hydrocephalus Patients After Ventriculo-Peritoneal Shunt: Results from a Single-Institution Observational Cohort Study with Long Term Follow-Up
  • May 15, 2024
  • World Neurosurgery
  • Andrea Bianconi + 8 more

Prognostic Factors in Idiopathic Normal Pressure Hydrocephalus Patients After Ventriculo-Peritoneal Shunt: Results from a Single-Institution Observational Cohort Study with Long Term Follow-Up

  • Research Article
  • Cite Count Icon 3
  • 10.1097/cm9.0000000000002699
Staphylococcus aureus bloodstream infection in a Chinese tertiary-care hospital: A single-center retrospective study.
  • May 16, 2023
  • Chinese Medical Journal
  • Cheng Zheng + 9 more

Staphylococcus aureus bloodstream infection in a Chinese tertiary-care hospital: A single-center retrospective study.

  • Research Article
  • Cite Count Icon 9
  • 10.1016/j.ejr.2017.05.003
Analysis of clinical features and prognostic factors in Chinese patients with rheumatic diseases in an intensive care unit
  • May 26, 2017
  • The Egyptian Rheumatologist
  • Meiying Wang + 5 more

Analysis of clinical features and prognostic factors in Chinese patients with rheumatic diseases in an intensive care unit

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  • Research Article
  • Cite Count Icon 15
  • 10.1186/s12876-021-01957-5
A combined prediction model for biliary tract cancer using the prognostic nutritional index and pathological findings: a single-center retrospective study
  • Oct 13, 2021
  • BMC Gastroenterology
  • Masashi Utsumi + 9 more

BackgroundThe prognostic nutritional index, a marker of nutritional status and systemic inflammation, is a known biomarker for various cancers. However, few studies have evaluated the predictive value of the prognostic nutritional index in patients with biliary tract cancer. Therefore, we investigated the prognostic significance of the prognostic nutritional index, and developed a risk-stratification system to identify prognostic factors in patients with biliary tract cancer.MethodsBetween July 2010 and March 2021, 117 patients with biliary tract cancer were recruited to this single-center, retrospective study. The relationship between clinicopathological variables, including the prognostic nutritional index, and overall survival was analyzed using univariate and multivariate analyses. A P < 0.05 was considered statistically significant.ResultsThe median age was 75 (range 38–92) years. Thirty patients had intrahepatic cholangiocarcinoma; 29, gallbladder carcinoma; 27, distal cholangiocarcinoma; 17, ampullary carcinoma; and 13, perihilar cholangiocarcinoma. Curative (R0) resection was achieved in 99 patients. In univariate analysis, the prognostic nutritional index (< 42), lymph node metastasis, carbohydrate antigen 19-9 level (> 20 U/mL), preoperative cholangitis, tumor differentiation, operation time (≥ 360 min), and R1–2 resection were significant risk factors for overall survival. The prognostic nutritional index (P = 0.027), lymph node metastasis (P = 0.040), and tumor differentiation (P = 0.006) were independent prognostic factors in multivariate analysis. A combined score of the prognostic nutritional index and pathological findings outperformed each marker alone, in terms of discriminatory power.ConclusionsThe prognostic nutritional index, lymph node metastasis, and tumor differentiation were independent prognostic factors after surgical resection in patients with biliary tract cancer. A combined prediction model using the prognostic nutritional index and pathological findings accurately predicted prognosis, and can be used as a novel prognostic factor in patients with biliary tract cancer.

  • Research Article
  • Cite Count Icon 3
  • 10.1186/s12893-024-02687-7
Prognostic factors in patients with gastrointestinal perforation under the acute care surgery model : a retrospective cohort study
  • Dec 21, 2024
  • BMC Surgery
  • Kiyoung Sung + 3 more

BackgroundGastrointestinal perforation (GIP) is a life-threatening condition that necessitates immediate surgical intervention. This study aims to identify prognostic factors in patients with GIP treated within a standardized acute care surgery (ACS) framework.Materials and methodsThis single center retrospective cohort study analyzed patients diagnosed with GIP who underwent emergent surgery and were admitted to the intensive care unit between January 2013 and March 2023.ResultsAmong 354 patients, the mortality was 11%, and 38% of survivors experienced significant complications (Clavien-Dindo class III or higher). Independent prognostic factors for mortality included initial sequential organ failure assessment (SOFA) scores (at the time of admission or ACS activation), postoperative SOFA (p-SOFA) scores, and postoperative body temperatures. For morbidity, independent predictors were the extent of peritonitis, the open surgery, postoperative albumin levels, and p-SOFA scores. These factors showed significant predictive accuracy for patient outcomes, as evidenced by the area under the receiver operating characteristic curve. The Random Forest model identified p-SOFA scores and postoperative albumin levels as the most significant predictors for both survival and complications, with feature importances of 40.46% and 36.61% for survival, and 39.97% and 37.28% for complications, respectively. Postoperative body temperature also played a moderately important role, contributing 14.63% to mortality and 15.9% to morbidity predictions. Patients with a p-SOFA score ≥ 7, postoperative albumin ≤ 2, and body temperature ≤ 36 °C, as well as those with a p-SOFA score ≥ 10, albumin ≤ 2.9, and body temperature ≤ 36 °C, had a 100% mortality rate. These factors are critical indicators for predicting patient outcomes.ConclusionIt is crucial to establish a system that ensures rapid preoperative work-up, accurate surgical intervention, and evidence-based postoperative critical care. Implementing such a system and assessing patient outcomes after surgery using the identified factors could provide a more detailed evaluation.

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  • Preprint Article
  • 10.21203/rs.3.rs-4688795/v1
Prognostic Factors in Patients with Gastrointestinal Perforation under the Acute Care Surgery Model : A retrospective cohort study
  • Aug 9, 2024
  • Research Square
  • Kiyoung Sung + 3 more

Background Gastrointestinal perforation (GIP) is a life-threatening condition that necessitates immediate surgical intervention. This study aims to identify prognostic factors in patients with GIP treated within a standardized acute care surgery (ACS) framework. Materials and methods This single center retrospective cohort study analyzed patients diagnosed with GIP who underwent emergent surgery and were admitted to the intensive care unit between January 2013 and March 2023. Results Among 354 patients, the mortality was 11%, and 38% of survivors experienced significant complications (Clavien-Dindo class III or higher). Independent prognostic factors for mortality included initial sequential organ failure assessment (SOFA) scores (at the time of admission or ACS activation), postoperative SOFA scores, and postoperative body temperatures. For morbidity, independent predictors were the extent of peritonitis, the surgical approach (open versus laparoscopic), postoperative albumin levels, and postoperative SOFA scores. These factors showed significant predictive accuracy for patient outcomes, as evidenced by the area under the receiver operating characteristic curve. Conclusion It is crucial to establish a system that ensures rapid preoperative work-up, accurate surgical intervention, and evidence-based postoperative critical care. Implementing such a system and assessing patient outcomes after surgery using the identified factors could provide a more detailed evaluation.

  • Research Article
  • 10.5312/wjo.v15.i12.1155
Prognostic factors in patients with bone metastasis of lung cancer after immune checkpoint inhibitors: A retrospective study.
  • Dec 18, 2024
  • World journal of orthopedics
  • Yuki Ishibashi + 8 more

Accurate data on the prognosis of bone metastases are necessary for appropriate treatment. Immune checkpoint inhibitors (ICIs) are widely used in the treatment of gene mutation-negative non-small cell lung cancer (GMN-NSCLC). To investigate the prognostic factors in patients with bone metastases from GMN-NSCLC following ICI use. This retrospective cohort study included 45 patients with GMN-NSCLC who were treated for bone metastases from 2017 to 2022 and received chemotherapy after diagnosis. Using Kaplan-Meier curves and Cox proportional hazards models, we evaluated the association between overall survival (OS) and clinical parameters, including serum biochemical concentrations and blood cell count. Univariate analysis showed that Eastern Cooperative Oncology Group performance status ≤ 1 and the use of ICIs and bone-modifying agents after bone metastasis diagnosis were significantly associated with a favorable OS. Multivariate analysis revealed that ICI use after bone metastasis diagnosis was significantly associated with a favorable OS. ICI use after bone metastasis diagnosis may be a favorable prognostic factor in patients with bone metastases of GMN-NSCLC. Consideration of ICI treatment for bone metastasis and GMN-NSCLC is warranted to establish a more accurate predictive nomogram for patients with bone metastasis.

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