Extraction of clinical phenotypes for Alzheimer's disease dementia from clinical notes using natural language processing

Objectives

There is much interest in utilizing clinical data for developing prediction models for Alzheimer's disease (AD) risk, progression, and outcomes. Existing studies have mostly utilized curated research registries, image analysis, and structured electronic health record (EHR) data. However, much critical information resides in relatively inaccessible unstructured clinical notes within the EHR.

Materials and Methods

We developed a natural language processing (NLP)-based pipeline to extract AD-related clinical phenotypes, documenting strategies for success and assessing the utility of mining unstructured clinical notes. We evaluated the pipeline against gold-standard manual annotations performed by 2 clinical dementia experts for AD-related clinical phenotypes including medical comorbidities, biomarkers, neurobehavioral test scores, behavioral indicators of cognitive decline, family history, and neuroimaging findings.

Results

Documentation rates for each phenotype varied in the structured versus unstructured EHR. Interannotator agreement was high (Cohen's kappa = 0.72-1) and positively correlated with the NLP-based phenotype extraction pipeline's performance (average F1-score = 0.65-0.99) for each phenotype.

Discussion

We developed an automated NLP-based pipeline to extract informative phenotypes that may improve the performance of eventual machine learning predictive models for AD. In the process, we examined documentation practices for each phenotype relevant to the care of AD patients and identified factors for success.

Conclusion

Success of our NLP-based phenotype extraction pipeline depended on domain-specific knowledge and focus on a specific clinical domain instead of maximizing generalizability.

Beam Energy Dependence of Fifth- and Sixth-Order Net-Proton Number Fluctuations in Au+Au Collisions at RHIC

We report the beam energy and collision centrality dependence of fifth and sixth order cumulants (C_{5}, C_{6}) and factorial cumulants (κ_{5}, κ_{6}) of net-proton and proton number distributions, from center-of-mass energy (sqrt[s_{NN}]) 3 GeV to 200 GeV Au+Au collisions at RHIC. Cumulant ratios of net-proton (taken as proxy for net-baryon) distributions generally follow the hierarchy expected from QCD thermodynamics, except for the case of collisions at 3 GeV. The measured values of C_{6}/C_{2} for 0%-40% centrality collisions show progressively negative trend with decreasing energy, while it is positive for the lowest energy studied. These observed negative signs are consistent with QCD calculations (for baryon chemical potential, μ_{B}≤110  MeV) which contains the crossover transition range. In addition, for energies above 7.7 GeV, the measured proton κ_{n}, within uncertainties, does not support the two-component (Poisson+binomial) shape of proton number distributions that would be expected from a first-order phase transition. Taken in combination, the hyperorder proton number fluctuations suggest that the structure of QCD matter at high baryon density, μ_{B}∼750  MeV at sqrt[s_{NN}]=3  GeV is starkly different from those at vanishing μ_{B}∼24  MeV at sqrt[s_{NN}]=200  GeV and higher collision energies.

Influence of Baseline Diastolic Blood Pressure on the Effects of Systolic Blood Pressure Lowering on Cognitive Function in Type 2 Diabetes Mellitus

BACKGROUND

Lowering of systolic blood pressure (SBP) in patients with low diastolic blood pressure (DBP), can further lower DBP. This can potentially decrease cerebral perfusion and cognition. We examined the influence of baseline DBP on the effect of lowering SBP on cognition.

METHODS

This is a post hoc analysis of the Memory in Diabetes (MIND) substudy (N = 1,430) of the Action to Control Cardiovascular Risk in Diabetes (ACCORD) study (NCT00000620). Standard neuropsychological tests (Digit Symbol Substitution Test [DSST], Mini-Mental State Examination [MMSE], Rey Auditory Verbal Learning Test [RAVLT], and Stroop test) were performed at baseline and months 20 and 40. We compared the effects of intensive (goal SBP <120 mm Hg) vs. standard (goal SBP <140 mm Hg) SBP control on the changes in the 4 test scores from baseline to the averages of months 20 and 40 across the range of baseline DBP using cubic spline terms.

RESULTS

Mean age was 63 ± 6 years, 55% were women and 66% White. Participates with lower baseline DBP were older, had more cardiovascular events and a longer duration of diabetes. There was no difference in the change in DSST (-0.22; 95% CI -0.97, 0.52), MMSE (-0.14; 95% CI -0.34, 0.06), RAVLT (-0.12; 95% CI -0.29, 0.06), and Stroop interference (-0.47; 95% CI -1.76, 0.82) in the intensive vs. standard SBP intervention. There was no interaction between baseline DBP and change in scores with the SBP intervention.

CONCLUSIONS

Intensive SBP reduction does not adversely affect cognition, even in those with low baseline DBP.

Rare Germline ATM Variants Influence the Development of Chronic Lymphocytic Leukemia

PURPOSE

Germline missense variants of unknown significance in cancer-related genes are increasingly being identified with the expanding use of next-generation sequencing. The ataxia telangiectasia-mutated (ATM) gene on chromosome 11 has more than 1,000 germline missense variants of unknown significance and is a tumor suppressor. We aimed to determine if rare germline ATM variants are more frequent in chronic lymphocytic leukemia (CLL) compared with other hematologic malignancies and if they influence the clinical characteristics of CLL.

METHODS

We identified 3,128 patients (including 825 patients with CLL) in our hematologic malignancy clinic who had received clinical-grade sequencing of the entire coding region of ATM. We ascertained the comparative frequencies of germline ATM variants in categories of hematologic neoplasms, and, in patients with CLL, we determined whether these variants affected CLL-associated characteristics such as somatic 11q deletion.

RESULTS

Rare germline ATM variants are present in 24% of patients with CLL, significantly greater than that in patients with other lymphoid malignancies (16% prevalence), myeloid disease (15%), or no hematologic neoplasm (14%). Patients with CLL with germline ATM variants are younger at diagnosis and twice as likely to have 11q deletion. The ATM variant p.L2307F is present in 3% of patients with CLL, is associated with a three-fold increase in rates of somatic 11q deletion, and is a hypomorph in cell-based assays.

CONCLUSION

Germline ATM variants cluster within CLL and affect the phenotype of CLL that develops, implying that some of these variants (such as ATM p.L2307F) have functional significance and should not be ignored. Further studies are needed to determine whether these variants affect the response to therapy or account for some of the inherited risk of CLL.

Unilateral Acute Idiopathic Maculopathy following Severe Acute Respiratory Syndrome Corona Virus (SARS-CoV-2) Infection

AIM

To report a case of unilateral acute idiopathic maculopathy (UAIM) following SARS-CoV-2 virus infection.

CASE DESCRIPTION

A 44-year-old male patient, infected with SARS-CoV-2 virus previously, presented to the retina department with complaints of sudden blurring of vision in right eye. His presenting visual acuity in right eye was 20/30, N8. Fundus showed an irregular area of yellowish-white subretinal lesion at the macula involving the fovea with reddish-brown pigment clumps. Retinal imaging findings were consistent with the diagnosis of UAIM. No treatment was given.

RESULTS

The imaging findings showed improvement at day 7 post-presentation with improvement in vision to 20/20, N6. At final visit (5-week post presentation), visual acuity was maintained at 20/20, N6 and there was no recurrence of findings.

EXPERT OPINION

Unilateral acute idiopathic maculopathy might be associated with SARS-CoV-2 virus infection.

CONCLUSION

Infection with SARS-CoV-2 virus might be associated with UAIM. Such an association has not yet been described in the literature.

Contemporary interventional management of pulmonary embolism

Minimally invasive interventional techniques are being utilised more frequently in the management of acute and chronic pulmonary emboli; however, robust clinical evidence is only emerging for the utilisation of these techniques. Hence, there is a need for a robust mechanism of patient selection and careful consideration of the benefits and risks of the interventions. In this review, we discuss the risk stratification mechanisms; the role of the multidisciplinary pulmonary embolism response team to support decision-making; and describe the various commonly used interventional techniques and how these can be integrated into treatment strategies for the benefit of our patients.

1360 REVIEW OF OUTCOMES OF PATIENTS ADMITTED TO AN ENHANCED ASSESSMENT BED AT AN INTERMEDIATE CARE UNIT

Introduction

The Norman Power Centre (NPC) is an Intermediate Care Unit, in Birmingham, UK, providing enhanced assessment beds (EAB) where patients undergo functional assessment after an acute admission. There is little published data regarding the outcomes for patients admitted to EAB, so we set out to analyse outcomes in our unit.

Method

Data was collected from 50 patients who were discharged from EAB between September 2021 and March 2022.

Results

The mean length of stay was 36 days, median was 29 days. Of the 50 patients: 4 went home with no services, 9 went home with Early Intervention Community Team (EICT) support, 5 went home with package of care (not EICT), 13 went to new residential home placements, 6 went to new nursing home placements, 11 were re-admitted to hospital, 1 died and 1 received palliative care. 28 patients went to the destination that was originally intended on admission, 9 went to a less restrictive option and 12 required a higher dependency destination (predominantly re-admission to hospital.) The change in Elderly Mobility Scale from admission to discharge ranged from -1 to +15. Mode and median were both 0 and mean change was +2. 49 patients had Barthel scores on admission and discharge. Change in score ranged between -1 and +9. Mode and median change was 0, and mean was +1.7.

Conclusions

This data shows positive outcomes in terms of discharging most patients to their intended, or better, destinations. It also gives us an objective measure of the change in functional status that patients are achieving during their stay. There is a high rate of hospital re-admissions, indicating the unstable nature of the health of frail people. We are now ready to move onto a PDSA cycle to see if we can improve outcomes for our patients.

1357 THE ‘CONSULTATION COMMUNICATION’ PROFORMA: ENHANCING EFFECTIVE COMMUNICATION BETWEEN OUTPATIENTS AND INTERMEDIATE CARE

Introduction

The Norman Power Centre (NPC) is a 32 bedded Intermediate Care Unit, run by an acute hospital trust in Birmingham, UK, for patients who require ongoing 24-hour care, rehabilitation or further assessment, but do not need to be in an acute hospital setting. These frail patients attend numerous outpatient hospital appointments, but rarely do staff receive communication back from these outpatient reviews. This can lead to delays in implementing specialist management plans, with potential for adverse outcomes for patients and increased staff workload in seeking out the required information. A ‘Consultation Communication’ proforma was designed, to be filled in at the appointment and brought back to NPC with the patient.

Method

Patients and escorts took proformas to outpatient appointments between March and June 2022. The information on the forms was then analysed to assess completeness and usefulness.

Results

Appointments were in surgical and medical specialities, as well as imaging in three hospitals within one trust. Proformas were taken to 19/20 appointments. 100% of these were at least partially completed, with only two forms being largely incomplete. 17/19 provided information about the assessment carried out. 12/19 included recommendations relevant to admission at NPC. 13/19 had information on medication changes. 14/19 stated whether follow up was required. Eight out of nine required follow-ups had specific details included. 13/19 had the professional’s details, 11 with contact numbers. Of those without details, two were imaging appointments where contact details were not relevant.

Conclusions

This easy to implement, simple intervention, with an excellent engagement rate from both NPC and outpatient appointment staff, has led to improved continuity of care for patients. The proforma has scope to be improved based on staff feedback, and its use could be expanded across other off-site facilities such as community hospitals or care homes.

Bloodstream infections in neonates with central venous catheters in three tertiary neonatal intensive care units in Pune, India

BACKGROUND

Neonates admitted to the neonatal intensive care unit (NICU) are at risk for healthcare-associated infections, including central line-associated bloodstream infections. We aimed to characterize the epidemiology of bloodstream infections among neonates with central venous catheters admitted to three Indian NICUs.

METHODS

We conducted a prospective cohort study in three tertiary NICUs, from May 1, 2017 until July 31, 2019. All neonates admitted to the NICU were enrolled and followed until discharge, transfer, or death. Cases were defined as positive blood cultures in neonates with a central venous catheter in place for greater than 2 days or within 2 days of catheter removal.

RESULTS

During the study period, 140 bloodstream infections were identified in 131 neonates with a central venous catheter. The bloodstream infection rate was 11.9 per 1000 central line-days. Gram-negative organisms predominated, with 38.6% of cases caused by Klebsiella spp. and 14.9% by Acinetobacter spp. Antimicrobial resistance was prevalent among Gram-negative isolates, with 86.9% resistant to third- or fourth-generation cephalosporins, 63.1% to aminoglycosides, 61.9% to fluoroquinolones, and 42.0% to carbapenems. Mortality and length of stay were greater in neonates with bloodstream infection than in neonates without bloodstream infection (unadjusted analysis, p < 0.001).

CONCLUSIONS

We report a high bloodstream infection rate among neonates with central venous catheters admitted to three tertiary care NICUs in India. Action to improve infection prevention and control practices in the NICU is needed to reduce the morbidity and mortality associated with BSI in this high-risk population.

Effect of Music Tempo on Pattern Reversal Visual Evoked Potential in Young Adults-Multisensory Stochastic Resonance: A Pilot Study

Stochastic resonance (SR) is a phenomenon in which an intermediate level of noise enhances the response of a weak input signal. This phenomenon is experimentally used for rehabilitation and treatment of visuomotor disorders associated with low amplitude and higher latency P100 VEPs. We presupposed that shortly it will be possible to develop and design new devices that enable multisensory SR in the audio-visual modality for human sensorimotor enhancement and rehabilitation purposes. This study was newer in which the auditory noise was used in the form of song of different tempos and their amplitude and latency of P100 PRVEP (pattern reversal visual evoked potential) was compared. Whether the different tempos song may affects the PRVEP. This study was conducted on 57 healthy volunteers in AIIMS Bhopal. The subjects were placed in front of a computer displaying a checkerboard 8x8 size. Electrodes were pasted on their scalp. The average latencies and amplitudes of the PRVEP were recorded at resting, then with the stimulus of acoustic noise in the form of low and high tempo song. The PRVEP were recorded for each event. We found that low- and high-tempo songs do not affect the latency component of PRVEP, while it significantly affects amplitude. Music therapy can help with vision rehabilitation, especially in patients with low amplitude PRVEP. A more significant number of samples for further study in this field in multisensory SR with visual evoked potentials (VEP) are necessary. We can also conclude that a sound-free environment is essential during VEP recording.

Dilated Optic Nerve Sheath in Mucopolysaccharidosis I: Common and Not Necessarily High Intracranial Pressure

Hydrocephalus is one of the earliest manifestations of mucopolysaccharidosis I-Hurler syndrome, and delayed treatment of hydrocephalus can lead to neurocognitive delay or even death. Optic nerve sheath diameter has been established as a noninvasive measurement to detect elevated intracranial pressure. This study aimed to establish correlations between optic nerve sheath diameter and opening pressure. Forty-nine MR images and opening pressures in patients with mucopolysaccharidosis I-Hurler syndrome were retrospectively reviewed from 2008 to 2020. The optic nerve sheath diameter was measured 3 mm posterior to the posterior margin of the globe (retrobulbar) and 10 mm anterior to the optic foramen (midpoint segment), and the average was taken between the 2 eyes. Opening pressure was measured with the patient in the lateral decubitus position with controlled end-tidal CO2 on the same day as the MR imaging. The average retrobulbar optic nerve sheath diameter was 5.33 mm, higher than the previously reported measurement in healthy controls, in patients with idiopathic intracranial hypertension, and there was a positive correlation between age and the optic nerve sheath diameter measured at the retrobulbar or midpoint segment (retrobulbar segment, R 2 = 0.27, P < .01; midpoint segment, R 2 = 0.20, P < .01). However, there was no correlation between retrobulbar or midpoint segment optic nerve sheath diameter and opening pressure (retrobulbar segment, R 2 = 0.02, P = .17; midpoint segment, R 2 = 0.03, P < .12). This study shows a higher average optic nerve sheath diameter in patients with mucopolysaccharidosis I-Hurler syndrome than in healthy controls regardless of the location of the measurement. However, the degree of optic nerve sheath dilation does not correlate with opening pressure, suggesting that increased optic nerve sheath diameter is an ocular manifestation of mucopolysaccharidosis I-Hurler syndrome itself rather than a marker of elevated intracranial pressure.

Clinicopathological Profile of Patients with Multiple Myeloma: An Ambispective Study

Introduction: Multiple Myeloma (MM) is a clonal expansion of B lineage plasma cells in bone marrow. MM accounts for 10- 15% of haematological malignancies and 1% of all malignant diseases. Though, the aetiology of the disease is largely unknown, various factors have been found to increase the incidence of MM. The present comprehensive research work on MM in the Malwa region of central India is an attempt to establish on clinicodemographic, haematological, biochemical and radiological parameters and finally to stage them according to Durie Salmon Staging (DSS) system. Aim: To study clinicopathological profile of patients with MM. Materials and Methods: The present ambispective study was conducted on total 70 cases of MM reported in the Department of Pathology at Sri Aurobindo Medical College and Post Graduate Institute, Indore, Madhya Pradesh, India, from July 2012 to June 2020. The study design included retrospective studies from July 2012 to December 2018 (six years and five months) and prospective studies from November 2017 to April 2019 (one year and five months). The demographic data of patients’ including history and clinical findings were recorded. Complete Blood Count (CBC) was done in all cases. Biochemical investigations were also done. Urine samples of all patients were screened for the presence of Bence Jones protein. Biochemical parameters and staging of MM patients was done. Statistical analysis prepared in excels spreadsheet and quantitative data were presented as proportions. Results: The study included a total of 70 cases of MM diagnosed on peripheral smear and/or bone marrow examination. The male:female ratio was 2.1:1, with a male preponderance. The results of the present study, reported 48 (68.57%) patients were male and 22 (31.43%) patients were females. In the present investigation, the authors diagnosed serum Lactate Dehydrogenase (LDH) levels were estimated in 63, out of 70 patients. Out of which, 25 (39.69%) patients had levels <240 U/L, while 23 (33%) and 17 (23.81%) patients had levels between 241-480 U/L and >480 U/L, respectively. Conclusion: The present study, underlines the association between clinical presentation, laboratory parameters and radiological findings in establishing the diagnosis of MM. The present study emphasises not only the role of a bone marrow aspiration and biopsy in establishing a diagnosis of MM, but also, assessing the plasma cell burden in the marrow.

Multimodality Imaging in Ebstein Anomaly

Ebstein anomaly is the most common form of tricuspid valve congenital anomalies. The tricuspid valve is abnormal with different degrees of displacement of the septal leaflet and abnormal rotation of the valve towards the right ventricular outflow tract. In severe forms, it results in significant tricuspid regurgitation and requires surgical repair. There is an increased interest in understanding the anatomy of the tricuspid valve in this lesion as the surgical repair has evolved with the invention and wide adoption of the cone operation. Multimodality imaging plays an important role in diagnosis, follow-up, surgical planning and post-operative care. This review provides anatomical tips for the cardiac imagers caring for patients with Ebstein anomaly and will help provide image-based personalized medicine.

Collision-System and Beam-Energy Dependence of Anisotropic Flow Fluctuations

Elliptic flow measurements from two-, four-, and six-particle correlations are used to investigate flow fluctuations in collisions of U+U at sqrt[s_{NN}]=193  GeV, Cu+Au at sqrt[s_{NN}]=200  GeV and Au+Au spanning the range sqrt[s_{NN}]=11.5-200  GeV. The measurements show a strong dependence of the flow fluctuations on collision centrality, a modest dependence on system size, and very little if any, dependence on particle species and beam energy. The results, when compared to similar LHC measurements, viscous hydrodynamic calculations, and trento model eccentricities, indicate that initial-state-driven fluctuations predominate the flow fluctuations generated in the collisions studied.

Unilateral sacral erector spinae plane block for lower limb surgery in children

The erector spinae plane block is a versatile regional anaesthesia technique used for a variety of truncal surgeries. A novel variation is the sacral erector spinae plane block which is gaining popularity for perineal and anorectal procedures. Local anaesthetic injected at this level blocks the sacral dermatomes and has the potential for more proximal spread to involve lumbar nerve fibres via spread to the lumbar plexus or the epidural space. The advantage of a sacral erector spinae plane block over a neuraxial block is that it is less invasive and may have a better safety profile: there is a reduced risk of epidural haematoma, epidural abscess, haemodynamic instability and motor weakness of the lower extremities. Until now, this approach has been used for midline surgical procedures when the local anaesthetic was injected bilaterally. Its application for lower limb procedures with a single unilateral injection has not been described. We report the use of a unilateral sacral erector spinae plane block at the level of the S2 median crest in two children undergoing lower limb procedures of the hip and thigh. The block was found to provide effective peri-operative analgesia with minimal need for any opioid analgesics and without any significant adverse effects.

Effect of aerobic exercises and therapeutic pain neuroscience education on disability, pain, head posture and QOL in migraine patients

Migraine is a type of primary headache with a high degree of associated disability that can present with a variety of indications and co-morbidities. The role of physical therapy treatment in migraine management is largely obscure. To investigate the combine effect of aerobic exercises and therapeutic pain neuroscience education on disability, pain pressure threshold, head posture and quality of life (QoL) in patients having migraine. Subjects were screened by using Migraine Disability Assessment (MIDAS) and after screening total sample of 50 subjects were randomly assigned into two groups: Group A (Experimental, n=25) and Group B (Control, n=25). Migraine disability assessment, pressure algometer, craniovertebral angle (CVA) and migraine specific quality of life were examined before and after 6 weeks of the intervention. Group A were given aerobic exercises and therapeutic pain neuroscience education along with conventional treatment for 45 min 3 days/week for 6 weeks, whereas participants in the Group B performed conventional exercises alone for 20 min 3 days/week for 6 weeks. Significant differences were observed in migraine disability score (P=0.003) and pain pressure threshold (P=0.039, P=0.030 and P=0.025) and improvement in forward head posture (P=0.001) between the groups after the intervention period, signifying greater improvement in the group A. QoL also improved in both the groups after intervention. Main findings of the present study suggest that the therapeutic pain neuroscience education and aerobic exercises combined with conventional treatment together maybe helpful to give better quality of life, reduced disability, increased pain pressure threshold and increased CVA to patients with migraine.

Survey of the American Society of Neuroradiology Membership on the Use and Value of Extracranial Carotid Vessel Wall MRI

BACKGROUND AND PURPOSE

Extracranial vessel wall MRI (EC-VWI) contributes to vasculopathy characterization. This survey study investigated EC-VWI adoption by American Society of Neuroradiology (ASNR) members and indications and barriers to implementation.

MATERIALS AND METHODS

The ASNR Vessel Wall Imaging Study Group survey on EC-VWI use, frequency, applications, MR imaging systems and field strength used, protocol development approaches, vendor engagement, reasons for not using EC-VWI, ordering provider interest, and impact on clinical care was distributed to the ASNR membership between April 2, 2019, to August 30, 2019.

RESULTS

There were 532 responses; 79 were excluded due to minimal, incomplete response and 42 due to redundant institutional responses, leaving 411 responses. Twenty-six percent indicated that their institution performed EC-VWI, with 66.3% performing it ≤1-2 times per month, most frequently on 3T MR imaging, with most using combined 3D and 2D protocols. Protocols most commonly included pre- and postcontrast T1-weighted imaging, TOF-MRA, and contrast-enhanced MRA. Inflammatory vasculopathy (63.3%), plaque vulnerability assessments (61.1%), intraplaque hemorrhage (61.1%), and dissection-detection/characterization (51.1%) were the most frequent applications. For those not performing EC-VWI, the reasons were a lack of ordering provider interest (63.9%), lack of radiologist time/interest (47.5%) or technical support (41.4%) for protocol development, and limited interpretation experience (44.9%) and knowledge of clinical applications (43.7%). Reasons given by 46.9% were that no providers approached radiology with interest in EC-VWI. If barriers were overcome, 51.1% of those not performing EC-VWI indicated they would perform it, and 40.6% were unsure; 48.6% did not think that EC-VWI had impacted patient management at their institution.

CONCLUSIONS

Only 26% of neuroradiology groups performed EC-VWI, most commonly due to limited clinician interest. Improved provider and radiologist education, protocols, processing techniques, technical support, and validation trials could increase adoption.

Pre-transplant cognitive screening is a poor predictor of post-transplant cognitive status

INTRODUCTION

Transplant centers hesitate to transplant patients with cognitive impairment. It is unclear if pre-kidney transplant (KT) cognitive screening can predict post-KT cognitive function.

METHODS

We evaluated pre- to post-KT cognitive function with the Montreal Cognitive Assessment (MoCA) in a cohort of 108 patients. We used an adjusted logistic regression model to assess pre- to post-KT changes in cognitive status (continuous variable) and a linear mixed model to assess changes in MoCA scores (categorical variable) pre- to post- KT.

RESULTS

The average pre- and post-KT MoCA scores were 25.3 ± 3.0 and 26.4 ± 2.8, respectively. Final pre-KT score did not predict post-KT cognitive status (OR = 1.08; 95% CI: .92-1.26; P = .35). 32% of the patients with a final pre-KT score ≥26 had at least one post-KT score < 26. Conversely, 61% of the patients with a final pre-KT score < 26 had at least one post KT score ≥26. In the linear mixed model analysis, the final pre-KT score was associated with a small, clinically insignificant (β = .34; 95% CI: .19-.49; P < .001) effect on the post-KT score.

CONCLUSION

A low pre-KT MoCA score is not a strong independent predictor of post-KT cognitive function and should not preclude patients from receiving a KT.