Tag: tilt-table test

Autonomic Dysfunction in Patients with Acute Infection with Coxiella burnetii

Abstract:

Background: Coxiella burnetii is a common zoonotic pathogen that can lead not only to acute or chronic Q fever but also to post-infectious syndromes, where autonomic nervous system (ANS) dysfunction has been suggested as a contributing mechanism. This study aimed to assess autonomic function in patients presenting with polymorphic symptoms, dysautonomia, or ME/CFS who had serological evidence of acute infection with Coxiella burnetii.

Methods: A total of 156 participants were evaluated, including 100 seropositive patients and 56 matched controls. All subjects underwent standardized cardiovascular reflex tests (CART), beat-to-beat analysis of heart rate and blood pressure with baroreflex indices, 24 h Holter ECG with HRV assessment, and, in the Coxiella group, head-up tilt testing (HUTT).

Results: A significantly higher prevalence of autonomic dysfunction was observed in the Coxiella group, predominantly affecting parasympathetic regulation, with abnormal CART scores, reduced LF power and baroreflex effectiveness, and a high rate of positive HUTT findings characterized by extreme blood pressure variability. Although long-term HRV measures did not differ significantly between groups, short-term indices consistently indicated ANS impairment.

Conclusions: These findings suggest that Coxiella burnetii infection may trigger persistent autonomic dysfunction, potentially contributing to the development of ME/CFS and syncope in affected individuals. Further longitudinal studies are needed to clarify pathophysiological mechanisms and clinical implications.

Source: Milovanović B, Marković N, Ristanović E, Atanasievska Kujović S, Đorđevski N, Petrovic M, Milošević M, Bulatovic S, Bojić M. Autonomic Dysfunction in Patients with Acute Infection with Coxiella burnetii. Pathogens. 2025 Dec 19;15(1):3. doi: 10.3390/pathogens15010003. PMID: 41598987. https://www.mdpi.com/2076-0817/15/1/3 (Full text)

Association of Autonomic Dysfunction With Long COVID: Evaluation Using Quantitative Autonomic Testing

Abstract:

Background: Persistent symptoms (eg, heart palpitations, lightheadedness, fatigue) despite resolution of acute COVID-19 infection is termed “long COVID syndrome” or simply “long COVID.” Long COVID is believed to be associated with autonomic dysfunction, but the nature and severity of any autonomic disturbances are not well understood.

Objective: This study sought to compare autonomic function measures in patients with long COVID, control subjects, and individuals with pure autonomic failure.

Methods: Patients referred for autonomic testing were classified into 3 groups: long COVID (acute COVID-19 infection ≥12 weeks before testing), control subjects (COVID-19 negative, normal autonomic tests), and pure autonomic failure (COVID-19 negative, abnormal autonomic testing). Heart rate and blood pressure were recorded during active standing, Valsalva maneuver, respiratory sinus arrhythmia, and tilt-table testing.

Results: Compared with control subjects, patients with long COVID exhibited both a greater heart rate increase and blood pressure drop with active standing and tilt-table testing (all P < 0.05). They also had lower Valsalva ratios and respiratory sinus arrhythmia values than did control subjects (both P < 0.05). Compared with pure autonomic failure patients, patients with long COVID had a greater heart rate increase but a lower drop in blood pressure with active standing and tilt-table testing and lesser respiratory sinus arrhythmia values and Valsalva ratios (all P < 0.001). After age and sex adjustment, autonomic dysfunction measures in patients with long COVID were comparable with those in the pure autonomic failure group. Further, autonomic testing abnormalities were observed in patients referred up to 40 months after infection.

Conclusions: When adjusted for age and sex, patients with long COVID may demonstrate persistent autonomic dysfunction that is similar to patients with pure autonomic failure.

Source: Keller C, Mascarenhas L, Reyes JL, Duval S, Benditt DG. Association of Autonomic Dysfunction With Long COVID: Evaluation Using Quantitative Autonomic Testing. J Am Coll Cardiol. 2025 Nov 21:S0735-1097(25)09919-X. doi: 10.1016/j.jacc.2025.09.1608. Epub ahead of print. PMID: 41369621. https://pubmed.ncbi.nlm.nih.gov/41369621/

Autonomic phenotyping, brain blood flow control, and cognitive-motor-integration in Long COVID and myalgic encephalomyelitis/chronic fatigue syndrome: A pilot study

Abstract:

Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and the prolonged sequelae after COVID-19 (>3 months; Long COVID) have similar symptomology, are both associated with autonomic dysfunction, and a growing proportion of Long COVID patients are developing ME/CFS. We aimed to determine an autonomic phenotype of patients with ME/CFS vs Long COVID. We hypothesized that the groups would differ from controls yet be similar to one another.

We recruited sedentary controls (n = 10), mild/moderate ME/CFS patients (n = 12), and Long COVID patients (n = 9) to undergo 1) breathing 5 % CO2, 2) breathing 10 % O2, and 3) 5-minutes of 70° head-up tilt. Respiratory, hemodynamic, and cerebrovascular variables were measured throughout the 3 trials. Resting vascular function and cognitive-motor-integration were also assessed. ME/CFS and Long COVID were similar to the healthy controls and each other with regard to resting vascular function and the hemodynamic responses to hypoxia, hypercapnia, and head-up tilt (p > 0.05). However, in ME/CFS we observed a greater reduction of cerebrovascular resistance (p = 0.041) and impaired autoregulation (p = 0.042) during hypercapnia alongside impaired cognitive-motor integration (p < 0.02), and in Long COVID we observed reduced peripheral and end-tidal oxygen (p < 0.04) and less vagal withdrawal during tilt (p = 0.028).

Our findings suggest unique phenotypes when comparing ME/CFS and Long COVID whereby we have shown that Long COVID patients experience hypoxia while upright contributing to less vagal withdrawal, and ME/CFS patients experience impaired cerebrovascular control during potentially leading to reduced cognitive-motor integration. These differences could stem from disease severity/duration or some unique aspect of the COVID-19 virus.

Source: Badhwar S, Pereira TJ, Kerr K, Bray R, Tabassum F, Sergio L, Edgell H. Autonomic phenotyping, brain blood flow control, and cognitive-motor-integration in Long COVID and myalgic encephalomyelitis/chronic fatigue syndrome: A pilot study. Auton Neurosci. 2025 Oct 14;262:103358. doi: 10.1016/j.autneu.2025.103358. Epub ahead of print. PMID: 41138391. https://www.autonomicneuroscience.com/article/S1566-0702(25)00120-1/fulltext (Full text)

Hormonal Fluctuations and Myalgic Encephalomyelitis/Chronic Fatigue Syndrome in Women: The Role of Menstrual Cycle and Menopause

Abstract:

Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a disabling multisystem disease, predominantly affecting women as compared to men and showing extreme symptom variability across reproductive life stages. The aim of this research was to determine the effects of hormonal changes, menopause status, and symptom severity in individuals with ME/CFS.

This was a prospective observational cohort study conducted at JPMC, Karachi from January 2024 to June 2025. Final recruitment was of 150 women with ME/CFS (90 were in the premenopausal, 30 in the perimenopausal and 30 in the postmenopausal strata). Baseline demographic and clinical profiling, laboratory hormonal assays (estradiol, progesterone, LH, FSH), symptom daily profiles and monthly activity data, and objective autonomic probe reflex testing (tilt-table studies) were obtained.

The findings revealed a clear hormonal gradient across the groups (ANOVA p < 0.001), with estradiol and progesterone levels becoming lower and gonadotropins higher with older reproductive age.

Symptom trajectories varied according to for premenopausal women: fatigue and pain peaked pre menstrually (CFQ p = 0.01, VAS p = 0.02) and cognitive impairment was lowest at ovulation (p = 0.04).

When comparing across menopause groups, symptom burden was greater in the perimenopausal and postmenopausal participants and the perimenopausal and postmenopausal participants had lower SF-36 quality-of-life component scores (physical functioning 0.01, mental health 0.04).

Tilt-table findings from the cohort suggest age-related differences in autonomic dysfunction with postmenopausal women more likely to exhibit orthostatic hypotension (36.7%) and premenopausal women more likely to express POTS (38.9%).

The correlation analysis revealed that low levels of estradiol and progesterone were significantly correlated with higher levels of fatigue and pain, whereas the opposite association was found for LH and FSH, the latter two being positively correlated with fatigue and orthostatic symptoms.

These findings provide the first quantifiable evidence for reproductive hormonal dynamics substantially modulating the clinical expression of ME/CFS in women and the need for hormone-sensitive management approaches.

Source: Mehak Khan, Sidra Anees, Muhammad Muthar Anees, Komal Khalid Chaudhry, Syeda Marium Rashid Zaidi, Vishan Das, Rimal Rashid. Hormonal Fluctuations and Myalgic Encephalomyelitis/Chronic Fatigue Syndrome in Women: The Role of Menstrual Cycle and Menopause. The Research of Medical Science Review; Volume 3, Issue 8, 2025. ISSN: 3007-1208 & 3007-1216. https://medscireview.net/index.php/Journal/article/view/2032 (Full text available as PDF file)

The Relation Between Cardiac Output and Cerebral Blood Flow in ME/CFS Patients with a POTS Response During a Tilt Test

Abstract:

Background/Objectives: Orthostatic intolerance is prevalent in patients with myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and is caused by an abnormal reduction in cerebral blood flow (CBF). In healthy controls (HCs), CBF is regulated complexly, and cardiac output (CO) is an important determinant of CBF. A review in HC showed that a 30% reduction in CO results in a 10% reduction in CBF. In contrast, we showed in ME/CFS patients with a normal HR (HR) and blood pressure response during a tilt test that CO and CBF decreased to a similar extent. The relation between CO and CBF in ME/CFS patients with postural orthostatic tachycardia syndrome (POTS) is unknown.

Therefore, the aim of this study is to assess the relation between CBF and CO, in ME/CFS patients with POTS. The methods used in this retrospective study analyze this relation in a large group of patients. We also analyzed the influence of clinical data. A total of 260 ME/CFS patients with POTS underwent tilt testing with measurements of HR, BP, CBF, CO, and end-tidal PCO2. We measured CBF using extracranial Doppler flow velocity and vessel diameters obtained with a General Electric echo system, and suprasternal aortic flow velocities were measured using the same device. We recorded end-tidal PCO2 using a Nonin Lifesense device.

Results: End-tilt HR and the HR increase were significantly higher in the patients with a %CO reduction ≥ -15% than in the other group. End-tilt CO was higher and the %CO reduction was lower in patients with %CO reduction ≥ -15% than in the other group. CBF data (supine, end-tilt and the %CBF reduction) were not different between the two patient groups. The use of HR increases and %SV reductions were not as discriminative as the %CO reduction.

Conclusions: In ME/CFS patients with POTS during tilt testing with measurements of both the CO and the CBF, two different patterns were observed: (1) appr. two-thirds of patients had an almost 1:1 relation between the %CBF reduction and the %CO reduction. (2) Appr. one-third of patients showed a limited reduction in CO together with a substantial increase in HR. In these patients, there was no relation between the CO and CBF reduction. These data suggest the presence of a hyperadrenergic response.

Source: van Campen CLMC, Visser FC. The Relation Between Cardiac Output and Cerebral Blood Flow in ME/CFS Patients with a POTS Response During a Tilt Test. J Clin Med. 2025 May 22;14(11):3648. doi: 10.3390/jcm14113648. PMID: 40507411. https://www.mdpi.com/2077-0383/14/11/3648 (Full text)

Two Different Hemodynamic Responses in ME/CFS Patients with Postural Orthostatic Tachycardia Syndrome During Head-Up Tilt Testing

Abstract:

Introduction: While the diagnosis of postural orthostatic tachycardia syndrome (POTS) is based on heart rate (HR) and blood pressure (BP) criteria, the pathophysiology of POTS is not fully understood as multiple pathophysiological mechanisms have been recognized. Also, cardiac function, being dependent on preload, afterload, contractility, and HR, has not been properly studied. Preload and contractility changes can be inferred from stroke volume index (SVI) changes during a tilt test. Afterload plays a minor role in POTS as a normal BP response is a prerequisite for POTS. Therefore, we analyzed the HR-SVI relation during a tilt test in myalgic encephalomyelitis (ME/CFS) patients with POTS and compared the data with ME/CFS patients with a normal HR-BP response and with that of healthy controls (HC).

Material and Methods: In ME/CFS patients with either POTS (n = 233) or a normal HR-BP response (n = 507) and healthy controls (n = 48), we measured SVI (by suprasternal echo), HR, and BP during the tilt.

Results: In all ME/CFS patients, the decrease in SVI was larger compared to HC. In patients with a normal HR-BP response and in POTS patients with a HR increase between 30-39 bpm, there was an inverse relationship between the HR increase and SVI decrease during the tilt, compatible with increased venous pooling. In POTS patients with a HR increase ≥40 bpm, this inverse relation was lost, and SVI changes were significantly less compared to POTS patients with a HR increase between 30-39 bpm, suggestive of a hyperadrenergic response.

Conclusions: In ME/CFS patients with POTS, two different hemodynamic profiles can be observed: in patients with a limited HR increase, mainly increased venous pooling is observed, while in patients with a large (≥ 40 bpm) HR increase the data are suggestive of a hyperadrenergic response. These two different profiles may have different therapeutic implications.

Source: van Campen CLMC, Rowe PC, Visser FC. Two Different Hemodynamic Responses in ME/CFS Patients with Postural Orthostatic Tachycardia Syndrome During Head-Up Tilt Testing. J Clin Med. 2024 Dec 18;13(24):7726. doi: 10.3390/jcm13247726. PMID: 39768649. https://www.mdpi.com/2077-0383/13/24/7726 (Full text)

The Cardiac Output-Cerebral Blood Flow Relationship Is Abnormal in Most Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Patients with a Normal Heart Rate and Blood Pressure Response During a Tilt Test

Abstract:

Introduction: Orthostatic intolerance is highly prevalent in patients with myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and is caused by an abnormal reduction in cerebral blood flow (CBF). In healthy controls (HCs), the regulation of CBF is complex and cardiac output (CO) is an important determinant of CBF: a review showed that a 30% reduction in CO results in a 10% reduction in CBF. In previous and separate ME/CFS studies, we showed that CO and CBF decreased to a similar extent during tilt testing.

The aim of the study: to test the relationship between CBF and CO, which seems to be abnormal in ME/CFS patients and is different from that in HCs.

Methods: In this retrospective study we analyzed this relationship in a large group of patients. To compare the patient data with those of HCs, we focused on patients with a normal heart rate (HR) and blood pressure (BP) response to upright tilt. Also, the influence of clinical data was analyzed. A total of 534 ME/CFS patients and 49 HCs underwent tilt testing with measurements of HR, BP, CBF, CO, and end-tidal PCO2. To measure CBF, extracranial Doppler flow velocity and vessel diameters were obtained using a GE echo system. The same device was used to measure suprasternal aortic flow velocities. End-tidal PCO2 was recorded using a Nonin Lifesense device.

Results: In 46 (9%) patients, CO and CBF changes were in the normal range for HCs, and in 488 (91%) an abnormal CO and CBF reduction was found. In patients with abnormal CO and CBF reductions, the slope of the regression line of CO versus CBF reduction was almost 1. The multiple regression analysis of the latter group showed that the CO reduction for the most part predicted the CBF reduction, with a limited role for the PETCO2 reduction.

Conclusions: Two different patient groups with a normal HR and BP response during the tilt were identified: those with a CO and CBF in the normal range for HCs and those with an abnormal CO and CBF reduction during the tilt (91% of patients). In the latter group of patients, an almost 1:1 relationship between the CO and CBF reduction suggests the absence of compensatory vasodilation in the cerebral vasculature. This might indicate endothelial dysfunction in most ME/CFS patients and may have clinical and therapeutic implications.

Source: van Campen CLMC, Verheugt FWA, Rowe PC, Visser FC. The Cardiac Output-Cerebral Blood Flow Relationship Is Abnormal in Most Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Patients with a Normal Heart Rate and Blood Pressure Response During a Tilt Test. Healthcare (Basel). 2024 Dec 20;12(24):2566. doi: 10.3390/healthcare12242566. PMID: 39765993. https://www.mdpi.com/2227-9032/12/24/2566 (Full text)

Hypocapnic cerebral hypoperfusion: A biomarker of orthostatic intolerance

Abstract:

The objective of the study was to identify markers of hypocapnic cerebral hypoperfusion (HYCH) in patients with orthostatic intolerance (OI) without tachycardia and without orthostatic hypotension. This single center, retrospective study included OI patients referred for autonomic evaluation with the 10 min tilt test. Heart rate, end-tidal CO2 (ET-CO2), blood pressure, and cerebral blood flow velocity (CBFv) from middle cerebral artery were monitored. HYCH was defined by: (1) Symptoms of OI; (2) Orthostatic hypocapnia (low ET-CO2); (3) Abnormal decline in orthostatic CBFv due to hypocapnia; 4) Absence of tachycardia, orthostatic hypotension, or other causes of low CBFv or hypocapnia.

Sixteen subjects met HYCH criteria (15/1 women/men, age 38.5±8.0 years) and were matched by age and gender to postural tachycardia patients (POTS, n = 16) and healthy controls (n = 16). During the tilt, CBFv decreased more in HYCH (-22.4±7.7%, p<0.0001) and POTS (-19.0±10.3%, p<0.0001) compared to controls (-3.0±5.0%). Orthostatic ET-CO2 was lower in HYCH (26.4±4.2 (mmHg), p<0.0001) and POTS (28.6±4.3, p<0.0001) compared to controls (36.9 ± 2.1 mmHg). Orthostatic heart rate was normal in HYCH (89.0±10.9 (BPM), p<0.08) and controls (80.8 ±11.2), but was higher in POTS (123.7±11.2, p<0.0001). Blood pressure was normal and similar in all groups.

It is concluded that both HYCH and POTS patients have comparable decrease in CBFv which is due to vasoconstrictive effect of hypocapnia. Blood flow velocity monitoring can provide an objective biomarker for HYCH in OI patients without tachycardia.

Source: Novak P. Hypocapnic cerebral hypoperfusion: A biomarker of orthostatic intolerance. PLoS One. 2018 Sep 26;13(9):e0204419. doi: 10.1371/journal.pone.0204419. PMID: 30256820; PMCID: PMC6157889. https://pmc.ncbi.nlm.nih.gov/articles/PMC6157889/ (Full text)

Expanded autonomic testing helps to pinpoint cases of orthostatic intolerance

News:

Using expanded, state-of-the-art capabilities in autonomic testing, Peter Novak, MD, PhD, Chief of the Division of Autonomic Neurology in the Department of Neurology, is driving better understanding of hard-to-diagnose patients with orthostatic intolerance.

The debilitating condition is among the most common neurological conditions affecting women in the United States ages 35 or younger. While knowledge of orthostatic intolerance has become more nuanced in recent years, diagnosing some patients’ symptoms when changing from lying to standing (dizziness, weakness and shortness of breath, with or without rapid heartbeat) has remained elusive.

The identification of postural orthostatic tachycardia syndrome (POTS) in the early 1990s led to clearer diagnosis of many patients. But the syndrome, by definition, excludes those who do not experience tachycardia. To address their symptoms, these patients sometimes are prescribed antianxiety or antidepressant medications.

To better understand these patients, Dr. Novak turned to continuous monitoring of end tidal CO2 and CBFv (cerebral blood flow velocity). As the technologies became available for clinical use, Novak added them to routine testing. The results led him to identify two new syndromes relating to orthostatic dizziness.

“We can now diagnose people who were previously thought to have psychiatric illness or had no diagnosis at all,” says Dr. Novak, of the Department of Neurology, one of only a few departments in the United States that has a Division of Autonomic Neurology.

In addition to continuous monitoring of heart rate and blood pressure that is standard for Valsalva maneuver and tilt-table tests, Dr. Novak’s Autonomic Testing Lab, located at Brigham and Women’s Faulkner Hospital, also measures and interprets end tidal CO2 and CBFv during these tests. Through testing, he has characterized two new syndromes:

  • Hypocapnic cerebral hypoperfusion (HYCH) is a novel syndrome of low CBFv that Novak described in late 2018 in PLoS ONE, as a biomarker of orthostatic intolerance. HYCH can be detected during a tilt test, in patients without orthostatic tachycardia, hypotension, arrhythmia, vascular abnormalities or other causes of abnormal orthostatic CBFv. “This is POTS without the T,” explains Dr. Novak. “These people have normal BP and normal heart rate. But they have the same low blood flow as in POTS due to vasoconstrictive effect of hypocapnia (low end tidal CO2). This is the main reason to monitor blood flow. Otherwise you can miss what is going on with this the patient, and the patient could be misdiagnosed as having a psychiatric illness.” The Autonomic Testing Lab currently sees at last two patients each month who meet the criteria of HYCH. Treatment is similar to that of patients with POTS (combination of exercise, diet and medication for more severe cases), since HYCH and POTS are probably on a spectrum of the same disorder.
  • Orthostatic Cerebral Hypoperfusion Syndrome (OCHOS) is a syndrome of orthostatic intolerance associated with low CBFv that Dr. Novak first described in 2016. In this syndrome, the orthostatic cerebral blood flow is reduced while all other variables are normal. OCHOS can be disabling. Many patients respond to volume expansion or cerebral vasodilators, but the optimal therapy has yet to be found.

Both OCHOS and HYCH are described among the 100 case studies in Dr. Novak’s recently published book Autonomic Testing, (Oxford University Press, April 2019), intended as a practical manual for performing and interpreting autonomic testing. Each case study includes the testing evaluation, results (with visual images to guide test interpretations) and recommendations for treatment and follow-up. Nearly all cases show results of the newer techniques of continuous CBFv and CO2 monitoring concurrent with traditional heart rate and blood pressure testing. “Together, they are more valuable than separately,” Dr. Novak explains.

The combination of classic autonomic tests (Valsalva maneuver, deep breathing and tilt test) enhanced by using of continuous CBFv and CO2 monitoring together make up “the Brigham Protocol.” In addition, the protocol includes non-invasive skin biopsies, now routinely performed in the lab to assess direct small fiber damage, which may indicate inflammation that is treatable. “We call it autonomic testing, but it is more than that at our institution,” says Dr. Novak.

Since 2015, the Autonomic Testing Lab has performed autonomic testing on approximately 1,300 people, about half of them for orthostatic symptoms, says Dr. Novak.

For questions about autonomic testing or if you have a patient who would benefit from autonomic testing, learn more here.

Worsening Symptoms Is Associated with Larger Cerebral Blood Flow Abnormalities during Tilt-Testing in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS)

Abstract:

Background and Objectives: During tilt testing, myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) patients experience an abnormal reduction in cerebral blood flow (CBF). The relationship between this CBF reduction and symptom severity has not been examined in detail. Our hypothesis was that ME/CFS severity is related to the degree of the CBF reduction during tilt testing.
Materials and Methods: First, from our database, we selected ME/CFS patients who had undergone assessments of ME/CFS symptomatology and tilt tests on the same day, one at the first visit and the second during a follow-up. The change in symptomatology was related to the change in CBF during the tilt test. Second, we combined the data of two previously published studies (n = 219), where disease severity as defined by the 2011 international consensus criteria (ICC) was available but not published.
Results: 71 patients were retested because of worsening symptoms. The ICC disease severity distribution (mild-moderate-severe) changed from 51/45/4% at visit-1 to 1/72/27% at follow-up (p < 0.0001). The %CBF reduction changed from initially 19% to 31% at follow-up (p < 0.0001). Of 39 patients with stable disease, the severity distribution was similar at visit-1 (36/51/13%) and at follow-up (33/49/18%), p = ns. The %CBF reduction remained unchanged: both 24%, p = ns. The combined data of the two previously published studies showed that patients with mild, moderate, and severe disease had %CBF reductions of 25, 29, and 33%, respectively (p < 0.0001).
Conclusions: Disease severity and %CBF reduction during tilt testing are highly associated in ME/CFS: a more severe disease is related to a larger %CBF reduction. The data suggest a causal relationship where a larger CBF reduction leads to worsening symptoms.
Source: van Campen CMC, Rowe PC, Visser FC. Worsening Symptoms Is Associated with Larger Cerebral Blood Flow Abnormalities during Tilt-Testing in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS). Medicina. 2023; 59(12):2153. https://doi.org/10.3390/medicina59122153 https://www.mdpi.com/1648-9144/59/12/2153 (Full text)
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