Lege Artis Medicinae

[Explorative statistical analysis of numerous blood tests’ metabolic panel with rank-correlation ]

BRYS Zoltán1, NAGY Erzsébet2, MAGYAR Gábor1, MOLNÁR D. László3, KIS János Tibor4

DECEMBER 10, 2019

Lege Artis Medicinae - 2019;29(12)

DOI: https://doi.org/10.33616/lam.29.057

[INTRODUCTION AND AIM - During rou­tine blood panel testing, large amounts of bio­medical data are collected in Hungary and in all over the world. The aim of our - ethically approved - exploratory medical data analysis was to examine whether the analysis of correlations among several variables in a real-life, non-random blood panel data leads to meaningful results. DATA AND METHODS - In a retrospective study 2,292,199 anonymous routine blood panel data points were analyzed. Rank correlation was used between variables with more than 10,000 data points and strong (|ϱ|>0.5, p<0.001) relationships were visualized and interpreted. RESULTS - Similar laboratory values, effects of diseases affecting the same organ, as well as well-known medical interrelationships were shown between the examined laboratory parameter-pairs. DISCUSSION - Our exploratory data analysis shows that despite the non-random nature of the big blood panel sample, well-known medical correlations were very well detectable. Based on the results further re­search - with the inclusion of additional variables - seems reasonable and meaningful with due caution.]

AFFILIATIONS

  1. Budapesti Műszaki és Gazdaságtudományi Egyetem, Villamosmérnöki és Informatikai Kar, Távközlési és Médiainformatikai Tanszék
  2. Betegellátó Irgalmasrend, Budai Irgalmasrendi Kórház, Központi Laboratórium
  3. Állatorvostudományi Egyetem, Haszonállat-gyógyászati Tanszék és Klinika
  4. Betegellátó Irgalmasrend, Budai Irgalmasrendi Kórház, Belgyógyászati Centrum

COMMENTS

0 comments

Further articles in this publication

Lege Artis Medicinae

[Praeeclampsia - 2019]

TAMÁS Péter, KOPPÁN Miklós

[Preeclampsia remains one of the most serious gestational diseases. Accumulating data support the opinion that the pathogenesis of preeclampsia (gestational hypertension + organ dysfunction) is not homogenous. The early-onset (onset of clinical phase before the 34th gestational week) type is a placental disease in which hypertension and organ dysfunctions are due to vasoconstriction and microthrombosis. The late-onset form is a maternal disease in which water retention - in connection with obesity - beyond the given vascular capacity may be an important progenitor of the clinical signs. These considerations should also influence the strategy of the treatment. ]

Lege Artis Medicinae

[The Nobel Prize in Medicine and Physiology 2019]

VARGA János

Lege Artis Medicinae

[Suppressing the Passion to Paint, or Basic Dilemmas of Female Existence – Peder Severin Krøyer and Marie Triepcke ]

GEREVICH József

Lege Artis Medicinae

[Letter to our Readers]

KAPÓCS Gábor

Lege Artis Medicinae

[The adverse effects of smoking on our respiratory system based on data of the Hungarian Public Health Screening 2010-2018 ]

KÉKES Ede, DAIKI Tenno, DANKOVICS Gergely, BARNA István

[The regular smoking with or without clinical symptoms causes structural changes in the lung tissue and this is reflected in res­pi­ratory function tests. During the last 9 years of Hungary's comprehesive health promotion screening (MÁESZ) between 2010 and 2018, spiro­metric examinations (PEF, FEV1, MEF25-75, FVC) were performed on 70822 women and 60187 men. We used the percentage of predictive values in the analysis to describe the deviation from normal. The carbon monoxide (eCO) content measurement of the exhaled air (in ppm) was performed on 24899 women and 22340 men. The COPD Evaluation Ques­tionnaire (CAT) was completed by 4166 wo­men and 3170 men. All four parameters of spirometry showed lower values for smokers in both sexes, but in men they were lower than in women. Ageing lowered significantly the values. The rate of changes from normal predictive values and the difference between smokers and non-smokers was the highest for MEF25-75 and FVC. The expiratory CO content (eCO) was significantly higher in smokers than in non-smokers in all age groups. In smokers, the incidence in percent of abnormal CAT score was significantly higher. Respiratory screening tests reveal the harmful effects of smoking, even without clinical symptoms, and indicate the risk of developing COPD.]

All articles in the issue

Related contents

Clinical Neuroscience

Fluoxetine use is associated with improved survival of patients with COVID-19 pneumonia: A retrospective case-control study

NÉMETH Klára Zsófia, SZÛCS Anna , VITRAI József , JUHÁSZ Dóra , NÉMETH Pál János , HOLLÓ András

We aimed to investigate the association between fluoxetine use and the survival of hospitalised coronavirus disease (COVID-19) pneumonia patients. This retrospective case-control study used data extracted from the medical records of adult patients hospitalised with moderate or severe COVID-19 pneumonia at the Uzsoki Teaching Hospital of the Semmelweis University in Budapest, Hungary between 17 March and 22 April 2021. As a part of standard medical treatment, patients received anti-COVID-19 therapies as favipiravir, remdesivir, baricitinib or a combination of these drugs; and 110 of them received 20 mg fluoxetine capsules once daily as an adjuvant medication. Multivariable logistic regression was used to evaluate the association between fluoxetine use and mortality. For excluding a fluoxetine-selection bias potentially influencing our results, we compared baseline prognostic markers in the two groups treated versus not treated with fluoxetine. Out of the 269 participants, 205 (76.2%) survived and 64 (23.8%) died between days 2 and 28 after hospitalisation. Greater age (OR [95% CI] 1.08 [1.05–1.11], p<0.001), radiographic severity based on chest X-ray (OR [95% CI] 2.03 [1.27–3.25], p=0.003) and higher score of shortened National Early Warning Score (sNEWS) (OR [95% CI] 1.20 [1.01-1.43], p=0.04) were associated with higher mortality. Fluoxetine use was associated with an important (70%) decrease of mortality (OR [95% CI] 0.33 [0.16–0.68], p=0.002) compared to the non-fluoxetine group. Age, gender, LDH, CRP, and D-dimer levels, sNEWS, Chest X-ray score did not show statistical difference between the fluoxetine and non-fluoxetine groups supporting the reliability of our finding. Provisional to confirmation in randomised controlled studies, fluoxetine may be a potent treatment increasing the survival for COVID-19 pneumonia.

Clinical Neuroscience

Cases of inborn errors of metabolism diagnosed in children with autism

CAKAR Emel Nafiye, YILMAZBAS Pınar

Autism spectrum disorder is a neurodevelopmental disorder with a heterogeneous presentation, the etiology of which is not clearly elucidated. In recent years, comorbidity has become more evident with the increase in the frequency of autism and diagnostic possibilities of inborn errors of metabolism. One hundred and seventy-nine patients with diagnosis of autism spectrum disorder who presented to the Pediatric Metabolism outpatient clinic between 01/September/2018-29/February/2020 constituted the study population. The personal information, routine and specific metabolic tests of the patients were analyzed retrospectively. Out of the 3261 patients who presented to our outpatient clinic, 179 (5.48%) were diagnosed with autism spectrum disorder and were included in the study. As a result of specific metabolic examinations performed, 6 (3.3%) patients were diagnosed with inborn errors of metabolism. Two of our patients were diagnosed with classical phenylketonuria, two with classical homocystinuria, one with mucopolysaccharidosis type 3D (Sanfilippo syndrome) and one with 3-methylchrotonyl Co-A carboxylase deficiency. Inborn errors of metabolism may rarely present with autism spectrum disorder symptoms. Careful evaluation of the history, physical examination and additional findings in patients diagnosed with autism spectrum disorder will guide the clinician in the decision-making process and chose the appropriate specific metabolic investigation. An underlying inborn errors of metabolism may be a treatable cause of autism.

Clinical Neuroscience

Late simultaneous carcinomatous meningitis, temporal bone infiltrating macro-metastasis and disseminated multi-organ micro-metastases presenting with mono-symptomatic vertigo – a clinico-pathological case reporT

JARABIN András János, KLIVÉNYI Péter, TISZLAVICZ László, MOLNÁR Anna Fiona, GION Katalin, FÖLDESI Imre, KISS Geza Jozsef, ROVÓ László, BELLA Zsolt

Although vertigo is one of the most common complaints, intracranial malignant tumors rarely cause sudden asymmetry between the tone of the vestibular peripheries masquerading as a peripheral-like disorder. Here we report a case of simultaneous temporal bone infiltrating macro-metastasis and disseminated multi-organ micro-metastases presenting as acute unilateral vestibular syndrome, due to the reawakening of a primary gastric signet ring cell carcinoma. Purpose – Our objective was to identify those pathophysiological steps that may explain the complex process of tumor reawakening, dissemination. The possible causes of vestibular asymmetry were also traced. A 56-year-old male patient’s interdisciplinary medical data had been retrospectively analyzed. Original clinical and pathological results have been collected and thoroughly reevaluated, then new histological staining and immunohistochemistry methods have been added to the diagnostic pool. During the autopsy the cerebrum and cerebellum was edematous. The apex of the left petrous bone was infiltrated and destructed by a tumor mass of 2x2 cm in size. Histological reexamination of the original gastric resection specimen slides revealed focal submucosal tumorous infiltration with a vascular invasion. By immunohistochemistry mainly single infiltrating tumor cells were observed with Cytokeratin 7 and Vimentin positivity and partial loss of E-cadherin staining. The subsequent histological examination of necropsy tissue specimens confirmed the disseminated, multi-organ microscopic tumorous invasion. Discussion – It has been recently reported that the expression of Vimentin and the loss of E-cadherin is significantly associated with advanced stage, lymph node metastasis, vascular and neural invasion and undifferentiated type with p<0.05 significance. As our patient was middle aged and had no immune-deficiency, the promoting factor of the reawakening of the primary GC malignant disease after a 9-year-long period of dormancy remained undiscovered. The organ-specific tropism explained by the “seed and soil” theory was unexpected, due to rare occurrence of gastric cancer to metastasize in the meninges given that only a minority of these cells would be capable of crossing the blood brain barrier. Patients with past malignancies and new onset of neurological symptoms should alert the physician to central nervous system involvement, and the appropriate, targeted diagnostic and therapeutic work-up should be established immediately. Targeted staining with specific antibodies is recommended. Recent studies on cell lines indicate that metformin strongly inhibits epithelial-mesenchymal transition of gastric cancer cells. Therefore, further studies need to be performed on cases positive for epithelial-mesenchymal transition.

Clinical Neuroscience

Alexithymia is associated with cognitive impairment in patients with Parkinson’s disease

SENGUL Yildizhan, KOCAK Müge, CORAKCI Zeynep, SENGUL Serdar Hakan, USTUN Ismet

Cognitive dysfunction (CD) is a common non-motor symptom of Parkinson’s disease (PD). Alexithy­mia is a still poorly understood neuropsychiatric feature of PD. Cognitive impairment (especially visuospatial dysfunction and executive dysfunction) and alexithymia share com­mon pathology of neuroanatomical structures. We hypo­thesized that there must be a correlation between CD and alexithymia levels considering this relationship of neuroanatomy. Objective – The aim of this study was to evaluate the association between alexithymia and neurocognitive function in patients with PD. Thirty-five patients with PD were included in this study. The Toronto Alexithymia Scale–20 (TAS-20), Geriatric Depression Inventory (GDI) and a detailed neuropsychological evaluation were performed. Higher TAS-20 scores were negatively correlated with Wechsler Adult Intelligence Scale (WAIS) similarities test score (r =-0.71, p value 0.02), clock drawing test (CDT) scores (r=-0.72, p=0.02) and verbal fluency (VF) (r=-0.77, p<0.01). Difficulty identifying feelings subscale score was negatively correlated with CDT scores (r=-0.74, p=0.02), VF scores (r=-0.66, p=0.04), visual memory immediate recall (r=-0.74, p=0.01). VF scores were also correlated with difficulty describing feelings (DDF) scores (r=-0.66, p=0.04). There was a reverse relationship bet­ween WAIS similarities and DDF scores (r=-0.70, p=0.02), and externally oriented-thinking (r=-0.77,p<0.01). Executive function Z score was correlated with the mean TAS-20 score (r=-62, p=0.03) and DDF subscale score (r=-0.70, p=0.01) Alexithymia was found to be associated with poorer performance on visuospatial and executive function test results. We also found that alexithymia was significantly correlated with depressive symptoms. Presence of alexithymia should therefore warn the clinicians for co-existing CD.

Clinical Neuroscience

Electrophysiological investigation for autonomic dysfunction in patients with myasthenia gravis: A prospective study

NALBANTOGLU Mecbure, AKALIN Ali Mehmet, GUNDUZ Aysegul, KIZILTAN Meral

Myasthenia gravis (MG) is an autoimmune disorder of neuromuscular transmission. Autonomic dysfunction is not a commonly known association with MG. We conducted this study to evaluate autonomic functions in MG & subgroups and to investigate the effects of acetylcholinesterase inhibitors. This study comprised 30 autoimmune MG patients and 30 healthy volunteers. Autonomic tests including sympathetic skin response (SSR) and R-R interval variation analysis (RRIV) was carried out. The tests were performed two times for patients who were under acetylcholinesterase inhibitors during the current assessment. The RRIV rise during hyperventilation was better (p=0.006) and Valsalva ratio (p=0.039) was lower in control group. The SSR amplitudes were lower thereafter drug intake (p=0.030). As much as time went by after drug administration prolonged SSR latencies were obtained (p=0.043).Valsalva ratio was lower in the AchR antibody negative group (p=0.033). The findings showed that both ocular/generalized MG patients have a subclinical parasympathetic abnormality prominent in the AchR antibody negative group and pyridostigmine has a peripheral sympathetic cholinergic noncumulative effect.