PubMed HealthSearch

SEARCH · PubMed Health

Results for “mortality prediction”

Explore indexed PubMed citations for clinical trials, systematic reviews and public health research. Read source abstracts and follow each citation to its original PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 37 records · Page 2Linked to original sources

Infarct size estimated from serial serum creatine phosphokinase in relation to left ventricular hemodynamics.

In 50 patients with proven acute myocardial infarction (AMI), left ventricular hemodynamics (pulmonary end-diastolic pressure [PAEDP]; cardiac index [CI]; stroke volume index [SVI]; and SVI/PAEDP were related to the size of the acute infarct. Acute infarct mass was calculated from serial determinations of serum creatine phosphokinase (CPK) every two hours, using a computer program. In 15 cases postmortem measurement of acute infarct size after staining with Nitro-BT was made and correlated with calculated infarct size. Correlation in this limited number of cases was good with a mean difference of 7 g. Acute infarct mass in 38 survivors was 46 +/- 5 g and was significantly smaller (P less than 0.05) than in the 12 nonsurvivors (76 +/- 12 g.) PAEDP in surviving patients was significantly lower (17 +/- 1 mm Hg) and SVI (36 ml/m2) and SVI/PAEDP (2.4 ml/m2/mm Hg) significantly higher than in the nonsurvivors (PAEDP: 24 mm Hg; SVI: 23 ml/m2; SVI/PAEDP: 0.86 ml/m2/mm Hg) (P less than 0.001 for all differences). Similar significant differences were observed between patients not in shock and those in cardiogenic shock. Although in 39 patients, in whom the infarction was their first, infarct mass was larger (58 +/- 6 g) than in 11 patients with repeat infarctions (37 +/- 8 g), left ventricular hemodynamics were slightly more impaired in reinfarctions (PAEDP: 21 +/- 3 mm Hg; CI:2.60 L/min/m2) than in first infarctions (PAEDP: 18 +/- 1 mm Hg; CI:2.82 L/min/m2). The occurrence of cardiogenic shock was a strong predictor of death; however, the wide scatter of the data for the parameters cardiac index, PAEDP, and acute acute infarct mass precluded their usefulness, when taken individually, in predicting survival. When a relationship between hemodynamics and infarct size was looked for, four constellations of individual patients were identified. These groups were defined by PAEDPs of above or below 18 mm Hg and infarct sizes above or below 65 g. Class A patients (N = 22) had a small infarct (29 +/- 4 g) and good pump function (PAEDP: 13 mm Hg; SVI: 40 ml/m2; SVI/PAEDP: 3.27 ml/m2/mm Hg); prognosis was good for these patients. In class B (N = 13) the infarct was large (96 +/- 8 g) and pump function markedly impaired (PAEDP: 26 mm Hg; SVI: 24 ml/m2; SVI/PAEDP: 0.98 ml/m2/mm Hg); 54% of these patients died. Five patients in class C had, in the presence of a large infarct (84 g), only a slightly elevated PAEDP of 17 mm Hg and an almost normal SVI of 37 ml/m2. In contrast, the ten class D patients had an infarct size (34 g) similar to that in class A, but high PAEDP (23 mm Hg) and moderately reduced SVI (31 ml/m2). In this group a high incidence of reinfarctions (six out of ten) occurred. It is concluded that infarct mass calculated from serial CPK analysis, as a single parameter, cannot be used to predict mortality or development of cardiogenic shock in an individual patient.

Acute Disease

Four cardiorespiratory symptoms as predictors of mortality.

The power of four cardiorespiratory symptoms to predict subsequent mortality has been analysed in data derived from a random sample of the population of Great Britain recruited in 1965 and followed for 12.4 years. The associations of respiratory symptoms with all causes of death (except stroke) and of cardiovascular symptoms with death from coronary heart disease were strong. The trends of these two associations over the 12.4 years of the follow-up differed substantially: the relative death rates associated with respiratory symptoms remained throughout at about the same level, while those associated with cardiovascular symptoms declined after four years. The excess premature deaths associated with presence of one or more symptoms at entry represented about a quarter of the observed deaths of men and one tenth of those of women.

Adult

Plasma total protein measurement for prediction of disease and mortality in calves.

Plasma concentration of total protein (TP) was measured by refractometer in 76 calves, 1 to 8 days of age, on 3 farms. Three calves died before weaning at 5 weeks; all had plasma TP less than 6 g/dl. The frequency of disease before weaning was 17/29 (59%) in calves that had plasma TP of less than or equal to 6 g/dl, and this was significantly (P less than 0.001) less than the disease frequency of 9/47 (19%) in those with higher values of plasma TP. For 9 calves, plasma TP content was 4.72 +/- 0.22 (mean +/- SD) before ingestion of colostrum. The increment of plasma TP after colostrum feeding was 2.03 +/- 0.61 mg/dl (P less than 0.001). Plasma TP was as useful as serum zinc sulfate turbidity test results or total immunoglobins (as measured by radial immunodiffusion) in predicting disease susceptibility during the first 5 weeks of life, based on determinations made in 32 calves during the first 8 days of life. It was concluded that determination of plasma TP is the most convenient method of evaluating the immune status of calves under field conditions.

Animals

Systematic review of machine learning approaches for predicting sickle cell crisis and mortality risk at the climate-health nexus.

BACKGROUND: Sickle cell anemia (SCA) is a severe genetic blood disorder characterized by recurrent vaso-occlusive crises and increased mortality, with the greatest burden occurring in low- and middle-income countries. Climatic and environmental conditions, including temperature variability, humidity, rainfall, air pollution, and seasonal changes, have been associated with disease exacerbation. However, the extent to which these factors have been incorporated into predictive models remains unclear. This study systematically reviews the application of machine learning (ML) models for predicting SCA crises and mortality in relation to climate and environmental factors. METHODOLOGY: The PRISMA guidelines were used, and 34 peer-reviewed studies published between 2005 and 2026 were analyzed to identify the climate variables, ML approaches employed, and predictive performance. The reviewed studies applied a range of ML techniques, including artificial neural networks, random forests, support vector machines, decision trees, logistic regression, and deep learning models. Temperature, humidity, rainfall, wind speed, air quality indicators, and seasonal patterns were the most frequently examined environmental variables. RESULTS: The findings indicate that most existing models rely predominantly on clinical and demographic data, with limited integration of climate information and inadequate representation of high-burden regions, especially Sub-Saharan Africa. Studies incorporating environmental variables reported improved predictive performance and highlighted the potential of climate-informed early warning systems for SCA management. CONCLUSION: The review recommends development of interdisciplinary, climate-aware ML frameworks, expansion of longitudinal environmental datasets, and increased research in underrepresented regions to support climate-resilient and patient-centered SCA care.

Humans

The estimated survival probability index of trauma severity.

An index of survival rates associated with ICDA injury codes was constructed with data from the 1973 Hospital Discharge Survey (HDS). Discharge records from three regions covered by the HDS allowed estimation of survival rates among patients suffering single injuries coded under 92 ICDA integers. These estimated rates were then applied to records from the fourth HDS region, including those for patients suffering multiple injuries: estimated survival probability index values were generated as the product of the single-condition survival rates for each patient's various injuries. Mortality rates predicted from the index values correlated well with mortality rates estimated for the universe of patients discharged in 1973 from the fourth region. The index is intended for retrospective analysis of discharge records as a possible approach to care evaluation.

Adult

The effects of tildrakizumab in the epigenetic aging deviation of psoriasis: A 52-week open-label study.

BACKGROUND: While biologic therapies targeting interleukin-23 control cutaneous inflammation in psoriasis, their impact on epigenetic aging has not been previously demonstrated. OBJECTIVES: To evaluate the effects of tildrakizumab treatment in the epigenetic aging deviation of moderate-to severe psoriasis. METHODS: In an open-label 52-week clinical trial, 20 adults with psoriasis were treated with tildrakizumab-asmn 100 mg injections until week 28. Ten age-matched controls without psoriasis were enrolled. Genome-wide DNA methylation was profiled in peripheral blood leukocyte DNA (MethylationEPICv2.0, Illumina) to calculate epigenetic aging clocks predictive of all-cause-mortality, phenotypic age, chronological age, pace of aging, and telomere length. Epigenetic age deviation was calculated as the residuals against chronological age. RESULTS: Psoriasis patients had increased epigenetic age deviation in clocks predictive of mortality: PCGrimAge (P = .008), cytosine-phosphate-guanine (CpG) PTPCGrimAge3 (P = .019), CpGPTGrimAge3 (P = .019), GrimAge2 (P = .049). PCGrimAge was reversed by 0.3 years (week 28, P = .005) and 0.5 years (week 52, P = .04) after the use of tildrakizumab-asmn. The pace of aging was increased in psoriasis patients: DunedinPACE (P = .049). LIMITATIONS: Pilot study (small sample size). CONCLUSIONS: Psoriasis patients presented accelerated epigenetic aging in mortality-predictive clocks. Treatment with tildrakizumab-asmn (interleukin-23 inhibition) showed partial reversal of those clocks in 28 weeks. (Funded by Sun Pharmaceutical Industries, Inc; ClinicalTrials.gov number, NCT05110313).

DNA methylation clocks

Risks in therapeutic portacaval and splenorenal shunts.

Analyses of the records of 120 patients who underwent portacaval shunting (PCS, 57%) or splenorenal shunting (SRS, 43%) from 1966-1973 disclosed that patients in each group undergoing elective shunts had the same preoperative physical condition and postoperative mortality rates (approximately 20%). Although the post-operative death rate from emergency shunts was 48%, patients having these procedures were poorer risks. Long-term incidences of encephalopathy were the same, irrespective of the type of shunt (PCS, 46%; SRS 36%, P greater than 0.5). Despite comparisons of data most unfavorable for PCS, 5-year survival rates were also the same after either type of shunt (all PCS, 29 +/- 7.5%, SRS, 42.0 +/- 7.4%, P = 0.23). The survival rate after elective PCS was also the same as after SRS during the entire 5-year period. However, the survival after all elective PCS and SRS was significantly greater than after emergency PCS (P range = 0.005-0.038); the poorer results of emergency shunting could be partly attributed to the poorer condition of patients selected. A numerical score based on serum bilirubin concentrations, ascites, and urgency of shunting reliably predicts postoperative mortality. Long-term encephalopathy is predicted by a history of encephalopathy and the urgency of shunting.

Adult

Evaluation of prognosis in Stage I cutaneous melanoma.

A review of the literature on melanoma indicates that age, sex, size, ulceration, presence of satellites, absence of melanin, and whether or not the tumor is markedly raised above the surface of the surrounding skin are all useful criteria in evaluating the prognosis in Stage I cutaneous melanoma. Histological factors include the tumor type, the mitotic rate, and the maximum thickness of the tumor. The last is accurate for prognosis--objective, reproducible, and directly proportional to the mortality rate. Tumors less than 0.76 mm thick rarely, if ever, metastasize--and it appears that the size of the resection margin can safely be reduced for such thin tumors. The level of invasion (Clark) is less accurate in predicting the mortality.

Age Factors

Serial measurements of left ventricular ejection fraction by radionuclide angiography early and late after myocardial infarction.

The left ventricular ejection fraction was determined serially with radioisotope angiography in 63 patients with acute myocardial infarction. After the peripheral injection of a bolus of technetium-99m, precordial radioactivity was recorded with a gamma scintillation camera and the ejection fraction calculated from the high frequency left ventricular time-activity curve. Since this technique requires no assumptions with respect to left ventricular geometry, it is particularly useful in patients with segmental left ventricular dysfunction. Serial measurements during the first 5 days after hospital admission were made in 50 patients, 30 of whom were studied during the subsequent 2 to 39 months (mean 19.9 months). Late follow-up serial studies were also performed in an additional 13 patients who had only one measurement of the left ventricular ejection fraction during the early postinfarction period. Early after infarction, the left ventricular ejection fraction was normal (more than 0.52) in only 15 of the 63 patients, and averaged 0.52 +/- 0.05 (standard deviation) in the 27 patients with an uncomplicated infarct. The ejection fraction was reduced in 24 patients with mild to moderate left ventricular failure (0.40 +/- 0.05, P less than 0.0001) and in the 12 patients with overt pulmonary edema (0.33 +/- 0.07, P less than 0.0001). In 35 patients the ejection fraction correlated with the mean pulmonary arterial wedge pressure (r = 0.72). In 15 patients with normal left ventricular wall motion by heart motion videotracking, the ejection fraction was significantly higher (0.53 +/- 0.08) than in the 26 patients with regional left ventricular dysfunction (0.41 +/- 0.10, P less than 0.0001). During the early postinfarction period, the left ventricular ejection fraction improved in 55 percent of patients and remained unchanged or decreased in 45 percent. A further increase in the ejection fraction was noted in 61 percent of patients during the late follow-up period. Patients with an initially low or decreasing ejection fraction had a significantly greater incidence of early mortality and left ventricular dysfunction (P less than 0.02) than those whose ejection fraction was normal or improved to normal early after infarction. These data indicate that the ejection fraction is a sensitive indicator of left ventricular function after acute myocardial infarction and that serial measurements are helpful in predicting early mortality and morbidity.

Acute Disease

Echocardiography in acute myocardial infarction.

Sixty-four patient with acute transmural myocardial infarction had daily echocardiograms while in the coronary care unit. Patients with previous infarction were excluded. The electrocardiographic site of infarction was anterior wall in 28, inferior wall in 33 and both anterior and inferior wall in 3 patients. Echocardiograms satisfactory for interpretation were obtained in 92 percent of cases. Abnormal left ventricular wall motion corresponding to the electrocardiographic site of infarction was seen in the echocardiogram in 84 percent of cases. Exaggerated normal motion in noninfarcted areas was seen in 30 percent. The left ventricular internal dimension correlated with clinical heart failure (P less than 0.005) and was increased in 50 percent. Abnormal mitral valve closure, which reflects increased left ventricular end-diastolic pressure, was present in 33 percent. This finding did not correlate significantly with clinical heart failure. By combining the measurements of left ventricular internal dimension and mitral valve closure, it was possible to predict hospital mortality from the echocardiograms. The results indicate that echocardiography is a useful technique in the study and management of patients with acute myocardial infarction.

Acute Disease

Immature Neutrophil Programs Associate With Burn Mortality and Extend Across Critical Illnesses.

Severe burns provoke a systemic "genomic storm," yet cell states associated with divergent outcomes remain unclear. We profiled blood cells by single-cell RNA-Sequencing (73 014 cells) from adult patients with burn injuries within postburn day 17 (n = 4) and healthy donors (n = 5), integrated data with bulk signatures of burn size, inhalation injury, and mortality, and evaluated clinical associations in the American Burn Association National Burn Repository. Burn was associated with emergency hematopoiesis marked by expansion of hematopoietic stem/progenitor-like cells, immature neutrophils, and plasmablast/plasma cell states, alongside depletion of naïve CD4+/CD8+ T cells and dendritic cells. Larger burns (>20% TBSA) showed enrichment of humoral transcriptional programs, including plasmablast/plasma cell activation and suppression of cytotoxic CD8+ T-cell states. In multivariable models, inhalation injury was a stronger predictor of death (adjusted odds ratio [OR] 1.9) than burn size (adjusted OR 1.1) and shared greater overlap with the most perturbed single cells in non-survivors; 55% of co-perturbed cells were neutrophils, implicating granulocyte dysregulation as a common lethal axis. We identified a neutrophil-specific 5-gene panel (OLFM4, RETN, LCN2, ARG1, and BTNL3) that discriminated survivors vs non-survivors after burns (area under the curve [AUC] > 0.9) and generalized to trauma (n = 158; AUC 0.81) and intensive care unit COVID-19 (n = 103; AUC 0.75), providing information orthogonal to conventional biomarkers and severity scores. Cytomorphology corroborated transcriptomic immaturity, with ~2-fold higher band neutrophils and larger neutrophil size in a fatal case. Computational drug-reversal analysis highlighted galectin-1 inhibition as a candidate modulator of mortality-associated neutrophil programs. Together, our findings suggest that immature neutrophils represent a shared immune feature across severe burns and other forms of critical illness.

Humans

Pulmonary artery catheters or central venous catheters for cardiac surgery: the PUMA Pilot randomised clinical trial.

INTRODUCTION: Pulmonary artery catheters are used widely in cardiac surgery despite observed associations with worse outcomes and guidelines that recommend against their routine use. No adequately powered randomised trials are available. METHODS: The PUMA Pilot was a multicentre, randomised, parallel assignment, open-label, pilot and feasibility trial conducted at three tertiary cardiac surgery centres. Eligible patients were adults undergoing coronary artery bypass grafting, aortic valve replacement or surgery on the aortic root or ascending aorta with or without aortic valve replacement, with a predicted surgical mortality of <&#x2009;2%. Patients were allocated randomly to receive a pulmonary artery catheter or a central venous catheter inserted immediately before surgery. The primary feasibility outcome was protocol compliance, defined as receiving the assigned intervention without crossover. Secondary feasibility outcomes were eligibility rate; recruitment proportion and rate; data completeness; and rate of clinician refusal. RESULTS: We screened 480 patients and 206 (43%) were eligible; 150/203 (74%) approached provided informed consent. Three of 206 (1%) eligible patients were not included due to clinician refusal. Of 149 patients who were randomised, 76 were assigned to the pulmonary artery catheter group and 73 to the central venous catheter group. For the primary feasibility outcome, 147 patients (99%) received the allocated intervention. Data were complete for 144 (97%) patients. Median (IQR [range]) days alive and at home at 30&#x2009;days was 23.7 (21.9-24.7 [7.0-26.0]) in the pulmonary artery catheter group and 22.9 (20.8-23.9 [8.6-25.8]) in the central venous catheter group. Acute kidney injury occurred in 26/76 (34%) patients in the pulmonary artery catheter group and 14/73 (19%) in the central venous catheter group. DISCUSSION: A randomised trial of pulmonary artery catheters compared with central venous catheters in low-risk cardiac surgery is feasible. Such a trial would address significant practice variability and inform international guidelines.

Humans

Systemic lupus erythematosus. A review of 110 cases with reference to nephritis, the nervous system, infections, aseptic necrosis and prognosis.

Observations made on 110 patients with SLE over a four and a half year period have been reviewed. The patients were seen at intervals of two months when, both clinical and serological findings were recorded, according to a set protocol. The results have been presented with particular reference to nephritis, neurological manifestations, infections, aseptic necrosis, mortality and predicted survival. Such studies have led to the identification of various prognosis factors in SLE, and assisted in providing better directed therapy. The results indicate a milder from of SLE in the patients of this series when compared with previously published studies, and is more representative of the wide spectrum of disease severity seen in the general population.

Adolescent

Echocardiography in ischemic heart disease.

Echocardiographic findings in patients with ischemic heart disease are described; their correlations with clinical, hemodynamic and angiographic data are presented and discussed. Regional abnormalities of left ventricular wall motion and/or thickening during systole are detected in 84 per cent of patients with acute myocardial infarction and in a high percentage of patients with larger than or equal to 75 per cent narrowing of a major coronary artery. These abnormalities may occur with stress and may be reversible. Left ventricular wall thinning during systole indicates acute ischemia or infarction and thin, dense myocardial echoes indicate scar. Echocardiographic evidence of left ventricular dysfunction is useful in predicting heart failure and mortality in patients with acute myocardial infarction and in predicting surgical mortality for patients undergoing aneurysmectomy and/or coronary artery bypass surgery. Echocardiography has not proved useful in determining graft patency following coronary artery bypass surgery. Technical difficulties and limitations of echocardiography in patients with coronary artery disease are discussed.

Cardiac Output