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Malinchoc, Michael

Mayo Clinic

Malinchoc Research Consulting, LLC, Rochester, Minnesota

Citations 14

CHARACTERISTICS AND PREDICTORS OF PATIENTS WITH SEPSIS WHO ARE CANDIDATES FOR MINIMALLY INVASIVE APPROACH OUTSIDE OF INTENSIVE CARE UNIT
Smith, Ryan J. , Lal, Amos , Malinchoc, Michael, Gajic, Ognjen, Lal, Amos , Wahab, Abdul, Flurin, Laure , Dong, Yue , Gajic, Ognjen

Shock | March 4, 2023 | Volume: 59 | Issue: 5 | Pages: 702-707

10.1097/shk.0000000000002112 Get It

ABSTRACT Objective: To identify and describe characteristics of patients with sepsis who could be treated with minimally invasive sepsis (MIS) approach without intensive care unit (ICU) admission and to develop a prediction model to select candidates for MIS approach. Methods: A secondary analysis of the electronic database of patients with sepsis at Mayo Clinic, Rochester, MN. Candidates for the MIS approach were adults with septic shock and less than 48 hours of ICU stay, who did not require advanced respiratory support and were alive at hospital discharge. Comparison group consisted of septic shock patients with an ICU stay of more than 48 hours without advanced respiratory support at the time of ICU admission. Results: Of 1795 medical ICU admissions, 106 patients (6%) met MIS approach criteria. Predictive variables (age >65 years, oxygen flow >4 L/min, temperature <37°C, creatinine >1.6 mg/dL, lactate >3 mmol/L, white blood cells >15 × 109/L, heart rate >100 beats/min, and respiration rate >25 breaths/min) selected through logistic regression were translated into an 8-point score. Model discrimination yielded the area under the receiver operating characteristic curve of 79% and was well fitted (Hosmer-Lemeshow P = 0.94) and calibrated. The MIS score cutoff of 3 resulted in a model odds ratio of 0.15 (95% confidence interval, 0.08–0.28) and a negative predictive value of 91% (95% confidence interval, 88.69–92.92). Conclusions: This study identifies a subset of low-risk septic shock patients who can potentially be managed outside the ICU. Once validated in an independent, prospective sample our prediction model can be used to identify candidates for MIS approach.
236: OBSERVATIONAL COHORT STUDY OF MAYO CLINIC VIRUS REGISTRY COVID-19 INPATIENTS
Malinchoc, Michael, Garces, Juan Pablo Domecq , Pickering, Brian W. , Barwise, Amelia , Tekin, Aysun , Gajic, Ognjen

Critical Care Medicine | December 15, 2022 | Volume: 51 | Issue: 1 | Pages: 103-103

10.1097/01.ccm.0000906680.39709.fd Get It

59: PREDICTION MODEL TO IDENTIFY SEPSIS PATIENTS FOR MINIMALLY INVASIVE MANAGEMENT OUTSIDE THE ICU
Smith, Ryan M. , Malinchoc, Michael, Gajic, Ognjen, Smith, Ryan J. , Wahab, Abdul , Lal, Amos , Flurin, Laure , Dong, Yue , Gajic, Ognjen

Critical Care Medicine | December 15, 2022 | Volume: 51 | Issue: 1 | Pages: 30-30

10.1097/01.ccm.0000906112.33131.1d Get It

Reliability and validity of the Chronic Liver Disease Questionnaire (CLDQ) in adults with non-alcoholic steatohepatitis (NASH)
Chawla, Kashmira S., Talwalkar, Jayant A., Keach, Jill C., Malinchoc, Michael, Lindor, Keith D. , Jorgensen, Roberta A., Jorgensen, Roberta

BMJ Open Gastroenterology | March 16, 2016 | Volume: 3 | Issue: 1 | Pages: e000069

10.1136/bmjgast-2015-000069 Get It

Introduction Significant impairments in health-related quality of life (HRQL) in patients with non-alcoholic fatty liver disease have been previously described. The disease-specific HRQL among patients with non-alcoholic steatohepatitis (NASH), however, remains unknown. Aim To determine the degree of construct validity of the Chronic Liver Disease Questionnaire (CLDQ) in adults with NASH. Methods Participants referred for the evaluation of histology-proven NASH at Mayo Clinic, Rochester, between 1996 and 2000, were evaluated. HRQL assessment by the Short-Form 36 (SF-36) Health Survey and CLD) was performed. The primary outcome was to determine the level of correlation between overall and subscale scores for the CLDQ and SF-36 instruments. Results Among 79 participants (70%) with NASH completing both questionnaires (mean age, 51.2 years with 64% female gender), excellent reliability was noted for the CLDQ instrument. Significant reductions in all SF-36 domains (p<0.05 for all) including PCS and MCS scores (p<0.02 for both) among participants with NASH compared with normative data from an age-matched and sex-matched US general population sample was observed. Highly significant correlations were observed between overall CLDQ score with SF-36 PCS (r=0.82, p<0.0001) and SF-36 MCS (r=0.67, p<0.0001) scores. Similar degrees of correlation were observed between relevant subscales of the CLDQ and SF-36 as well. Discussion The CLDQ has excellent reliability and validity of construct for HRQL assessment in adults with NASH when compared with the SF-36. Future investigations among participants with NASH require assessing the responsiveness of the CLDQ to medical therapies and disease progression.
Premorbid Personality Characteristics in Alzheimer’s Disease: An Exploratory Case–Control Study
Malinchoc, Michael, Rocca, W. A., Colligan, Robert C., Offord, K. P., Kokmen, E.

Behavioural Neurology | September 24, 2014 | Volume: 10 | Issue: 4 | Pages: 117-120

10.1155/1997/362379 Get It

Linking data from a case–control study of Alzheimer’s disease with data from a Minnesota Multiphasic Personality Inventory (MMPI) outpatient study, we identified 13 Alzheimer's disease cases and 16 controls for case–control comparison. The mean time between personality testing and onset of Alzheimer's disease (or corresponding age for controls) was 13 years in cases and 14 years in controls. Alzheimer's disease cases, but not the controls, had scores significantly greater than the normative reference on MMPI scales measuring Social Introversion (p = 0.05), and Pessimism (p = 0.01). When compared to controls, Alzheimer's disease cases had significantly greater scores on the Social Introversion scale (p = 0.03). Despite the small sample size and some design limitations of this exploratory study, our findings may suggest that subjects who score higher on these personality scales have a greater risk of Alzheimer's disease.
Idiopathic subglottic stenosis: An evolving therapeutic algorithm
Maldonado, Fabien , Loiselle, Andrea, DePew, Zachary S. , Edell, Eric S. , Ekbom, Dale C. , Malinchoc, Michael, Hagen, Clinton E., Alon, Eran E. , Kasperbauer, Jan L.

The Laryngoscope | July 1, 2013 | Volume: 124 | Issue: 2 | Pages: 498-503

10.1002/lary.24287 Get It

Interactions of allelic variance of PNPLA3 with nongenetic factors in predicting nonalcoholic steatohepatitis and nonhepatic complications of severe obesity
Guichelaar, Maureen M. J., Viker, Kimberly, Sanderson, Schuyler O., Malinchoc, Michael, Watt, K.D.S., Swain, J., Sarr, Michael G. , Gawrieh, Samer , Olivier, Michael , Krishnan, Arunkumar , Charlton, Michael

Obesity | February 18, 2013 | Volume: 21 | Issue: 9 | Pages: 1935-1941

10.1002/oby.20327 Get It

Objective: Allelic variation (rs738409C→G) in adiponutrin (patatin‐like phospholipase domain‐containing protein 3, PNPLA3) has been associated with hepatic steatosis and liver fibrosis. The physiologic impact of the PNPLA3 G allele may be exacerbated in patients with severe obesity. In this study, we investigated the interactions of PNPLA3 rs738409 with a broad panel of metabolic and histologic characteristics of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis (NASH) in patients with medically complicated obesity.Design and Methods: Consecutive patients undergoing bariatric surgery were selected for a prospective study. They underwent extensive laboratory and histologic (liver biopsy) assessment, as well as evaluation of rs738409 polymorphism by TaqMan assay.Results: Only 12 (8.3%) of the 144 patients had normal liver histology, with 72 (50%) NASH, of whom 15 (10.4% of total patients) had fibrosis stage 2‐3. PNPLA3 GG genotype correlated positively (P < 0.05) with serum levels of alanine aminotransferase (ALT), asparate aminotransferase (AST), glucose, fibrinogen, and insulin‐dependent diabetes mellitus, homeostasis model assessment—insulin resistance, and presence of NASH. Multivariate analysis indicated that PNPLA3 rs738409 G versus C allele remained an (independent) risk factor for NASH, in addition to CK‐18 >145 IU/l, glucose >100 mg/dl, and C‐reactive protein (CRP) >0.8 mg/dl. The probability of NASH increased from 9% (no risk factor) to 82% if all four risk factors were present.Conclusions: In this cohort of patients with medically complicated obesity, PNPLA3 rs738409 G allelic expression is associated with hepatic (NASH) and nonhepatic complications of obesity, such as insulin resistance. These novel findings may be related to a greater impact of PNPLA3 variant in magnitude and scope in patients with severe obesity than in less obese populations. Further studies are needed to characterize the nature of these associations.
A Clinical Deterioration Prediction Tool for Internal Medicine Patients
Kirkland, Lisa L., Malinchoc, Michael, O’Byrne, Megan M., Benson, Joanne T., Kashiwagi, Deanne T. , Burton, M. Caroline , Varkey, Prathibha, Morgenthaler, Timothy I. , Morgenthaler, Timothy I

American Journal of Medical Quality | July 21, 2012 | Volume: 28 | Issue: 2 | Pages: 135-142

10.1177/1062860612450459 Get It

Practice of Excessive F IO 2 and Effect on Pulmonary Outcomes in Mechanically Ventilated Patients With Acute Lung Injury
Rachmale, Sonal, Li, Guangxi , Wilson, Gregory , Malinchoc, Michael, Gajic, Ognjen , Li, Guangxi

Respiratory Care | May 21, 2012 | Volume: 57 | Issue: 11 | Pages: 1887-1893

10.4187/respcare.01696 Get It

BACKGROUND: Optimal titration of inspired oxygen is important to prevent hyperoxia in mechanically ventilated patients in ICUs. There is mounting evidence of the deleterious effects of hyperoxia; however, there is a paucity of data about F IO 2 practice and oxygen exposure among patients in ICUs. We therefore sought to assess excessive F IO 2 exposure in mechanically ventilated patients with acute lung injury and to evaluate the effect on pulmonary outcomes. METHODS: From a database of ICU patients with acute lung injury identified by prospective electronic medical record screening, we identified those who underwent invasive mechanical ventilation for > 48 hours from January 1 to December 31, 2008. Ventilator settings, including F IO 2 and corresponding S pO 2 , were collected from the electronic medical record at 15-min intervals for the first 48 hours. Excessive F IO 2 was defined as F IO 2 > 0.5 despite S pO 2 > 92%. The association between the duration of excessive exposure and pulmonary outcomes was assessed by change in oxygenation index from baseline to 48 hours and was analyzed by univariate and multivariate linear regression analysis. RESULTS: Of 210 patients who met the inclusion criteria, 155 (74%) were exposed to excessive F IO 2 for a median duration of 17 hours (interquartile range 7.5–33 h). Prolonged exposure to excessive F IO 2 correlated with worse oxygenation index at 48 hours in a dose-response manner ( P < .001.). Both exposure to higher F IO 2 and longer duration of exposure were associated with worsening oxygenation index at 48 hours ( P < .001), more days on mechanical ventilation, longer ICU stay, and longer hospital stay ( P = .004). No mortality difference was noted. CONCLUSIONS: Excessive oxygen supplementation is common in mechanically ventilated patients with ALI and may be associated with worsening lung function.
Fresh Red Blood Cell Transfusion and Short-Term Pulmonary, Immunologic, and Coagulation Status: A Randomized Clinical Trial
Kor, Daryl J. , Kashyap, Rahul , Weiskopf, Richard B. , Wilson, Gregory , Buskirk, Camille M. van , Winters, Jeffrey L. , Malinchoc, Michael, Hubmayr, Rolf D., Gajic, Ognjen , Winters, Jeffrey L , Kashyap, Rahul

American Journal of Respiratory and Critical Care Medicine | January 26, 2012 | Volume: 185 | Issue: 8 | Pages: 842-850

10.1164/rccm.201107-1332oc Get It

Abstract Rationale Transfusion-related pulmonary complications are leading causes of morbidity and mortality attributed to transfusion. Observational studies suggest an important role for red blood cell (RBC) storage duration in these adverse outcomes. Objectives To evaluate the impact of RBC storage duration on short-term pulmonary function as well as immunologic and coagulation status in mechanically ventilated patients receiving RBC transfusion. Methods This is a double-blind, randomized, clinical trial comparing fresh (≤5 d of storage) versus standard issue single-unit RBC transfusion in adult intubated and mechanically ventilated patients. The primary outcome is the change in pulmonary gas exchange as assessed by the partial pressure of arterial oxygen to fraction of inspired oxygen concentration ratio (ΔPaO2/FiO2). Secondary outcomes include changes in immune and coagulation status. Measurements and Main Results Fifty patients were randomized to receive fresh RBCs and an additional 50 patients to standard issue RBCs. Median storage age was 4.0 days (interquartile range, 3.0–5.0) and 26.5 days (interquartile range, 21.0–36.0) in the fresh RBC group and standard issue RBC group, respectively. No differences were noted in the primary outcome of ΔPaO2/FiO2 (difference between the mean ΔPaO2/FiO2 in the standard issue RBC group vs. the fresh RBC group, –11.5; 95% confidence interval, −35.3 to 12.3; P = 0.22). Similarly, no significant differences were noted in markers of immunologic or coagulation status. Conclusions In this randomized clinical trial, no differences were noted in early measures of pulmonary function or in immunologic or coagulation status when comparing fresh versus standard issue single-unit RBC transfusion. Clinical trial registered with ClinicalTrials.gov (NCT00751322).