ORIGINAL RESEARCH article

Front. Aging Neurosci., 30 October 2020

Sec. Neurocognitive Aging and Behavior

Volume 12 - 2020 | https://doi.org/10.3389/fnagi.2020.584842

Idiopathic Normal Pressure Hydrocephalus and Elderly Acquired Hydrocephalus: Evaluation With Cerebrospinal Fluid Flow and Ventricular Volume Parameters

  • 1. Department of Radiology, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen University, Shenzhen, China

  • 2. Department of Radiology, Shenzhen Second People’s Hospital, Shenzhen, China

  • 3. Department of Neurosurgery, The First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen University, Shenzhen, China

  • 4. Department of Neurosurgery, Shenzhen Second People’s Hospital, Shenzhen, China

  • 5. National Heart and Lung Institute, Faculty of Medicine, Imperial College London, London, United Kingdom

Abstract

Purpose:

To investigate differences in cerebrospinal fluid (CSF) flow through the aqueduct and to determine whether there is a relationship between CSF flow and ventricular volume parameters in idiopathic normal pressure hydrocephalus (iNPH) patients, elderly acquired hydrocephalus patients and age-matched healthy volunteers by phase-contrast MR (PC-MR).

Methods:

A total of 40 iNPH patients and 41 elderly acquired hydrocephalus patients and 26 age-matched healthy volunteers in the normal control (NC) group were included between November 2017 and October 2019 in this retrospective study. The following CSF flow parameters were measured with PC-MR: peak velocity, average velocity (AV), aqueductal stroke volume (ASV), net ASV, and net flow. The following ventricular volume parameters were measured: ventricular volume (VV), brain volume, total intracranial volume, and relative VV. Differences between the iNPH and acquired hydrocephalus groups were compared Mann–Whitney U test and correlations between CSF flow and ventricular volume parameters were assessed using the Spearman correlation coefficient.

Results:

Aqueductal stroke volume was significantly higher in the iNPH and acquired hydrocephalus groups than in the NC group, but did not differ significantly between the iNPH group and acquired hydrocephalus group. The AV, net ASV, and net flow in the iNPH and acquired hydrocephalus groups were significantly higher than those in the NC group (P < 0.0001), and those in the acquired hydrocephalus group were significantly higher than those in the iNPH group (P = 0.01, P = 0.007, P = 0.002, respectively). The direction of the AV and net ASV significantly differed among the three groups. There were no associations between the volume parameters and CSF flow according to PC-MR among the three groups.

Conclusion:

Compared with iNPH, elderly acquired hydrocephalus demonstrated higher CSF hyperdynamic flow. Although increased CSF flow may contribute to further changes in ventricular morphology, there is no linear relationship between them. These findings might help increase our understanding of flow dynamics in iNPH and elderly acquired hydrocephalus.

Introduction

Normal pressure hydrocephalus (NPH), first reported by , is a treatable syndrome with a triad of symptoms comprising gait instability, cognitive disturbances, urinary incontinence and the presence of normal cerebrospinal fluid (CSF) pressure on lumbar puncture. The characteristic radiologic finding is communicating hydrocephalus, and symptom improvements can be found after implantation of a CSF shunt (; ). NPH is classified into idiopathic NPH (iNPH) of unknown etiology and secondary NPH (sNPH) of known etiology; causes of sNPH include subarachnoid hemorrhage, meningitis, and trauma (; ). Recently, the term of sNPH has been mostly abandoned and classified as “acquired hydrocephalus” (). Specifically, sNPH was classified as a kind of elderly acquired communicating hydrocephalus according to etiology and classification (; ).

Phase-contrast MR (PC-MR) is a non-invasive method that is widely used for measuring CSF flow (dynamics) at the level of the aqueduct, by synchronizing the acquisition of images with the cardiac cycle (; , ). Previous studies used PC-MRI to demonstrate that patients with iNPH presented net retrograde aqueductal flow and hyperdynamic flow of CSF (; ). Several CSF parameters measured with PC-MR, including both aqueductal stroke volume (ASV) and net ASV, may play an important role in the pathophysiology of ventriculomegaly in iNPH patients (; ; ). However, much of the literature focuses on iNPH and less on acquired hydrocephalus. CSF flow has been underexplored in patients with acquired hydrocephalus than in patients with iNPH. It is unclear whether CSF flow in iNPH and acquired hydrocephalus patients is comparable. In addition, ventricular enlargement is a key diagnostic criterion for hydrocephalus, but it remains unclear whether the increase in CSF flow stems from or causes the changes in ventricular morphology that are observed in iNPH and acquired hydrocephalus (; ). Meanwhile, CSF flow dynamics parameters measured in the cerebral aqueduct may be partly age and sex dependent ().

Thus, the purpose of this study was to investigate differences in CSF flow through the aqueduct among iNPH patients, elderly acquired hydrocephalus patients and age matched healthy volunteers by using PC-MRI. Furthermore, this study also aimed to determine whether there is a relationship between CSF flow and ventricular volume in iNPH patients, acquired hydrocephalus patients and healthy volunteers.

Materials and Methods

Study Participants

This study comprised three groups: the normal control (NC) group, iNPH group, and acquired hydrocephalus group. Figure 1 depicts the flow chart for the inclusion of patients in these three groups from the initial screening to the final analysis. Data from 116 consecutive elderly patients (60–86 years) with communicating hydrocephalous using PC-MR admitted to our hospital between November 2017 and October 2019 were retrospectively reviewed. Gait disturbance is generally considered to be the principal symptom of NPH and the parameter most likely to improve with shunt surgery (; ); hence, we chose gait impairment as the primary criterion for verifying shunt and CSF tap test response. On the basis of the iNPH guidelines and the outcome of the CSF tap test within the department of neurosurgery (; ), 40 patients fulfilled the diagnosis of possible iNPH, 41 patients were diagnosed with acquired hydrocephalus that developed after known etiology, such as history of prior meningitis, trauma, intracranial hemorrhage, prior neurosurgery. 41 acquire hydrocephalus suffered from different types of etiologies: five patients had aneurysmal subarachnoid hemorrhage; 13 patients had intracranial hemorrhage; 19 patients had trauma, of which 16 patients underwent cranioplasty; three patients had prior neurosurgery because of brain tumor; one patient had meningitis.

FIGURE 1

To recruit age matched healthy elderly volunteers for the NC group, advertisements were placed on several local community bulletin boards asking elderly persons (60–90 years) to apply for participation in the study if they considered themselves healthy. After telephone interviews conducted by two co-authors, the NC group comprised 41 age-matched healthy participants during the same time period as the iNPH patients. Four participants were excluded because of suspected cognitive disorder, unexplained gait disturbances, urinary urgency or urinary incontinence, five because of a previous history of ischemic stroke or trauma, and four because of unwilling to do MR. Atrophy, lacunar strokes, transient dizziness, and headache were not used as exclusion criteria. twenty-six age-matched and gender-matched healthy volunteers were recruited. The protocol was approved by our Hospital Bioethics Committee (approval no. KS20190114001).

MRI Sequence

The participants in all three groups underwent PC-MRI examination with the same scanning sequence. In order to reduce heterogeneities in baseline aqueductal flow with PC-MR as much as possible, PC-MR scanning time of all patients with hydrocephalus and participants of NC group were selected at night (8–10 p.m) () NE. Ref. All MRI images were obtained using a 3.0T MRI scanner (Prisma, Siemens, Erlangen, Germany) with 20-channel phase-array head coils. All patients and volunteers underwent 3D-T1WI and a retrospective cardiac-gated phase-contrast CSF flow quantification sequence. Sagittal 3D-T1WI scans were performed with a magnetization-prepared rapid acquisition gradient-echo sequence, which covered the whole head. The sequence parameters were as follows: TR/TE = 2300/2.98 ms; flip angle = 9°; slice thickness = 1 mm; field of view, 256 mm × 256 mm; matrix, 256 × 256; and pixel size, 1 mm × 1 mm. The acquisition parameters for PC-MRI were as follows: TR/TE = 21/7 ms; field of view, 160 mm × 160 mm; slice thickness/slice intervals, 6/1.2 mm; velocity encoding, 20 cm/s, which was increased to 25 cm/s if aliasing occurred; acquisition time, ∼183 s; and flip angle, 10°. In the transverse acquisition plane, the direction of encoding of the flow direction was performed from the feet to the head. During diastole, CSF flows in the velocity-encoded cine direction from the feet to the head, meaning forward flow. During systole, CSF flows in the velocity-encoded cine direction from the head to the feet, meaning backward flow. Positive values represent the caudocranial direction, and negative values represent the craniocaudal direction.

Imaging Analysis

Quantitative analysis of CSF flow parameters was performed using Flow Quantification software provided with the MR scanner. The region of interests was manually defined along the outer border of the aqueduct by an experienced neuroradiologist who has 15 years of experience in brain MRI interpretation (Figure 2).

FIGURE 2

Cerebrospinal fluid flow in the craniocaudal direction was defined as antegrade flow. The peak velocity, average velocity (AV), ASV, net ASV, and net flow were measured. The ASV was defined as the mean volume of CSF flowing craniocaudally during systole and caudocranially during diastole (). The net ASV was calculated by subtracting the PC-MRI-derived volumetric estimate of retrograde aqueductal flow from that of antegrade flow during one cardiac cycle (; ). Net flow (mL/min) represents the net CSF aqueductal flow rate per minute and was calculated by multiplying the net ASV by the heart rate (), which was measured using the finger pulse trigger of the MRI scanner.

The quantitation of ventricular volume parameters was assessed using 3D Slicer software (Surgical Planning Laboratory, Brigham and Women’s Hospital, Boston, MA, United States). The ventricular volume parameters comprised ventricular volume (VV), brain volume (the volume of brain parenchyma), sulcal volume and total intracranial volume. Relative VV was measured as the ratio of VV to total intracranial volume. For the analysis of ventricular dilation relative to the sulcal spaces, the VV was divided by the sulcal volume (). Two independent operators blindly measured the ventricular volume parameters.

Statistical Analysis

All statistical analyses were performed using SPSS 24 (IBM Corporation, Armonk, NY, United States). The Kruskal–Wallis test was performed to compare the differences in the measured values among groups. Differences between the iNPH and acquired hydrocephalus groups were determined with the Mann–Whitney U test. Correlations between CSF flow parameters and ventricular volume parameters were determined with the Spearman correlation coefficient. A chi-square test was performed to assess the difference in the CSF flow direction among the iNPH group, acquired hydrocephalus group and NC group. Statistical significance was accepted at the 0.05 level (two-tailed).

Results

The demographic information, volume parameters and PC-MR CSF flow results of the iNPH patients, acquired hydrocephalus patients and NC groups are presented in Table 1. There was no significant difference among the three groups regarding age or gender. The mean time from primary etiology to hydrocephalus in acquired hydrocephalus patients was 47.5 days (47.5 ± 34.6 days, range = 15–180 days). The average duration of symptoms in iNPH patients was 3 years (3.0 ± 1.8 years, range = 0.5–7 years).

TABLE 1

iNPHAHhealthyiNPH vs. AH vs. healthy significanceiNPH vs. AH significance
Demographic information
Number (N)404126
Age (years)70.8 ± 6.668.6 ± 5.167.2 ± 6.2NSNS
Gender (female/male)22/1818/2313/13NSNS
Heart rate (bpm)81.0 ± 22.383.8 ± 17.979.1 ± 14.22NSNS
Volume parameters
Ventricular volume (cmł)124.4(21.3)172.0(64.5)40.1(14.6)P < 0.0001P = 0.007
Brain volume (cmł)986.8(199.7)1049.2(228.4)1013.4(205.6)NSNS
Sulcal volume (cmł)477.1(180.6)539.5(107.9)391.6(89.4)P < 0.0001NS
  Total intracranial volume (cmł)1479.8(287.7)1632.4(267.0)1408.3(163.8)P < 0.0001P = 0.011
Ventricular volume/Sulcal volume (%)25.4(13.4)32.0(9.5)10.2(8.2)P < 0.0001NS
  Relative ventricular volume (%)8.9(2.9)10.8(3.0)3.5(1.8)P < 0.0001P = 0.019
PC-MR CSF flow
ASV (mL)0.0195(0.0435)0.0270(0.0585)0.015(0.0108)P = 0.027NS
  net ASV (mL)0.0075(0.013)0.0120(0.045)0.0025(0.004)P < 0.0001P = 0.007
  Antegrade-directed net ASV (N)51424P < 0.0001P = 0.022
  Retrograde-directed net ASV (N)35272
Average velocity (cm/s)0.2425(0.5665)0.4390(0.5680)0.138(0.1501)P < 0.0001P = 0.010
Antegrade-directed average velocity (N)71422P < 0.0001NS
Retrograde-directed average velocity (N)33274
Peak Velocity (cm/s)5.374(7.158)6.641(8.760)5.8105(3.760)NSNS
  Antegrade-directed peak velocity (N)261816NSNS
 Retrograde-directed peak velocity (N)142310
Net flow volume (mL)0.5625(0.977)1.000(4.0835)0.188(0.314)P < 0.0001P = 0.002

Demographic information, volume parameters and PC-MRI CSF flow of the iNPH patients, acquired hydrocephalus and healthy volunteers.

iNPH, idiopathic normal pressure hydrocephalus; AH, acquire hydrocephalus; ASV, aqueductal stroke volume; a Significance determined by Kruskal–Wallis test and Mann–Whitney U test (NS, non-significant).

The intraclass correlation coefficients were 0.97, 0.96, 0.98, and 0.99 for the VV, brain volume, sulcal volume, and total intracranial volume, respectively. In terms of volume parameters, the VV, total intracranial volume, and relative VV in the iNPH group and acquired hydrocephalus group were significantly higher than those in the NC group (P < 0.0001), and those in the acquired hydrocephalus group were significantly higher than those in the iNPH group (P = 0.007, P = 0.011, P = 0.019, respectively). The sulcal volume and VV/sulcal volume in the iNPH group and acquired hydrocephalus group were also significantly higher than those in the NC group (P < 0.0001), although in the case of these two parameters, the iNPH group and acquired hydrocephalus group did not significantly differ. The brain volume (the volume of brain parenchyma) did not differ significantly among the three groups.

The ASV was significantly higher in the iNPH and acquired hydrocephalus groups than in the NC group but did not differ significantly between the iNPH group and acquired hydrocephalus group. The AV, net ASV and net flow in the iNPH group and acquired hydrocephalus group were significantly higher than those in the NC group (P < 0.0001) (Figure 3), and those in the acquired hydrocephalus group were significantly higher than those in the iNPH group (P = 0.01, P = 0.007, P = 0.002, respectively).

FIGURE 3

The peak velocity and the direction of the peak velocity did not differ significantly among the three groups. There was a significant difference in the direction of the AV among the iNPH group, acquired hydrocephalus group and NC group (P < 0.0001). However, we found that the direction of the AV was not significantly different between the iNPH group and acquired hydrocephalus group. The direction of the net ASV was caudocranial in 35 iNPH patients (35/40) and 27 acquired hydrocephalus patients (27/41) and was craniocaudal in 15 healthy volunteers (15/20) (Figure 4), revealing significant differences among the three groups (P < 0.001). Finally, the direction of the net ASV was not significantly different between the iNPH group and the acquired hydrocephalus group.

FIGURE 4

There were no associations between the volume parameters (VV, brain volume, sulcal volume, total intracranial volume, VV/sulcal volume, and relative VV) and CSF flow parameters (peak velocity, AV, ASV, net ASV, and net flow) in the iNPH group, acquired hydrocephalus group or NC group (Table 2).

TABLE 2

CSF flow Volume parametersASV r(P)net ASV r(P)Average velocity r(P)Peak velocity r(P)Net flow volume r(P)
Ventricular volumeiNPH group0.09(0.971)0.156(0.535)0.117(0.645)−0.133(0.598)0.158(0.531)
AH group−0.139(0.518)0.176(0.410)0.058(0.787)−0.291(0.167)0.157(0.465)
NC group−0.112(0.476)0.202(0.195)0.083(0.598)−0.184(0.236)0.203(0.192)
Brain volumeiNPH group0.049(0.848)−0.011(0.964)0.149(0.556)−0.112(0.657)−0.061(0.810)
AH group0.276(0.191)0.489(0.201)0.058(0.787)−0.291(167)0.157(0.465)
NC group0.096(0.541)0.242(0.11700.153(0.329)−0.067(0.670)0.247(0.110)
Sulcal volumeiNPH group−0.049(0.848)0.102(0.688)−0.063(0.804)−0.030(0.906)0.116(0.648)
AH group0.018(0.932)−0.119(0.580)−0.195(0.362)0.011(0.958)−0.168(0.433)
NC group0.092(0.557)0.061(0.699)−0.046(0.770)0.44(0.778)0.220(0.891)
Total intracranial volumeiNPH group−0.020(0.938)0.537(0.822)−0.208(0.409)−0.164(0.515)0.020(0.938)
AH group0.339(0.105)0.422(0.140)0.223(0.296)0.092(0.668)0.406(0.094)
NC group0.173(0.267)0.298(0.053)−0.041(0.796)0.127(0.417)0.279(0.070)
Ventricular volume/Sulcal volumeiNPH group−0.120(0.527)0.041(0.830)−0.278(0.137)0.019(0.922)0.081(0.670)
AH group−0.271(0.148)0.015(0.938)−0.339(0.067)0.070(0.714)0.020(0.916)
NC group0.163(0.389)0.025(0.896)0.300(0.108)0.084(0.659)0.035(0.853)
Relative ventricular volumeiNPH group0.036(0.887)0.120(0.635)−0.148(0.559)−0.055(0.829)0.117(0.645)
AH group−0.318(0.130)−0.100(0.643)0.172(0.421)0.387(0.062)−0.110(0.610)
NC group−0.210(0.177)0.055(0.725)−0.021(0.895)−0.225(0.147)0.065(0.678)

Relationship between CSF flow and volume parameters.

AH, acquired hydrocephalus; ASV, aqueductal stroke volume; r, correlation coefficient; P, p value.

Discussion

In this study conducted in iNPH patients, acquired hydrocephalus patients and healthy volunteers, a main observation was that most CSF flow parameters except peak velocity were higher in the NPH groups than in NC group. The directions of the AV and net ASV in NPH groups were retrograde flow and opposite to that of the NC group. On the other hand, there were no associations between the volume parameters and CSF flow based on PC-MRI in those groups.

We found that AV, ASV, net ASV, and net flow volume in the NPH groups were significantly higher than those in the NC group, and those in the acquired hydrocephalus group except ASV were significantly higher than iNPH group. ASV has previously been advocated as a biomarker for the selection of patients for differential diagnosis in iNPH (). However, we did not find a significant difference in the ASV between iNPH and acquired hydrocephalus patients. In fact, the reliability of the ASV is controversial (; ). The results of the above parameters reflected the hyperdynamic CSF flow in iNPH and acquired hydrocephalus patients and indicated that acquired hydrocephalus patients had higher hyperdynamic flow than iNPH patients. Previous studies have demonstrated that increased CSF flow was attributed to decreased intracranial compliance (; ). Intracranial compliance represents a bridge between blood flow into the cranium and CSF flow into the ventricles, and it depends on CSF flow oscillations in the cranial subarachnoid space and vascular compliance ().

In addition, CSF production and flow are not limited to the classic CSF circulation theory, which suggested that CSF is produced by the choroid plexus and reabsorbed by the arachnoid villi. The brain parenchyma and “glymphatic system” play an important role in the production, clear and flow of CSF and interact with intracranial compliance (; ). As a result of secondary etiology, such as trauma, intracranial hemorrhage, and prior neurosurgery, the brain parenchyma, “glymphatic system” and arachnoid environment was rapidly damaged to varying degrees in acquired hydrocephalus patients, and intracranial compliance decreases rapidly, resulting in hyperdynamic CSF flow. Interestingly, in our study, we found that the decreased intracranial compliance was relatively rapid, and ventricular dilatation is relatively slow. reported that a decrease in intracranial compliance occurs before ventricular enlargement in iNPH. Our study showed that the time of ventricular enlargement in acquired hydrocephalus was significantly shorter than that in iNPH. Therefore, we infer that the change in intracranial compliance is faster and more dramatic in acquired hydrocephalus than in iNPH, resulting in ventricular enlargement within a few weeks or months.

Furthermore, we found the direction of both the AV and net ASV in most acquired hydrocephalus and iNPH patients was caudocranial, that was, retrograde. In contrast, the direction of these parameters in most of the NC group was craniocaudal (antegrade). Previous studies have also found similar results using PC-MR (, ; ). Most of the iNPH patients with reversal of aqueductal flow had signs of reduced intracranial compliance at the same time, and retrograde aqueductal flow (the positive pressure gradient from the ventricles to the parenchyma) can be hypothesized to facilitate the increase in ventricular size (; ). suggested that ventricular enlargement is a symptom rather than a cause of the triad of symptoms. We find that the reversed CSF pressure gradient in acquired hydrocephalus is similar to those in iNPH. Based on the decreased intracranial compliance and net retrograde flow mentioned above, we speculate that in both iNPH and acquired hydrocephalus, the decrease in intracranial compliance is what leads to the increase in CSF dynamics and the change in flow direction (by changing the direction of the pressure gradient), leading to ventricular enlargement in the brain.

Besides, VV, total intracranial volume, VV/sulcal volume and relative VV in acquired hydrocephalus patients, whose CSF hyperdynamic flow was higher than iNPH patients, were all significantly higher than those in iNPH patients in this study. In some acquired hydrocephalus patients, the increase in total intracranial volume was due to a change in volume after skull removal due to trauma. Compared with iNPH, acquired hydrocephalus has larger volume parameters and higher CSF hyperdynamic flow. We suggest that increased CSF flow may further increase changes in ventricular morphology.

However, we did not reproduce previous findings of correlations between CSF parameters and volume parameters, such as between ASV and VV, in any of the three groups (; ). A previous study reported an association between ASV and VV, but the result was based on a small cohort of patients, some of whom may not have had iNPH (). The degree of ventricular enlargement in NPH might be influenced by multiple factors, not a single factor or linear relationship ().

Our study has some limitations. All of the participants were recruited at a single center. This study was a retrospective study and lacks prospective analysis. We did not assess the response of iNPH or acquired hydrocephalus patients to shunting, because some patients have not been followed up for 1 year and some acquired hydrocephalus patients were lost to follow-up after shunting. This is a preliminary study and the following studies should focus on whether PC-MR parameters could predict the outcome of the shunt in iNPH or acquired hydrocephalus.

Conclusion

In conclusion, compared with iNPH patients, acquired hydrocephalus patients demonstrated higher CSF hyperdynamic flow, with increased CSF flow and volume parameters. Although increased CSF flow may contribute to further changes in ventricular morphology, there is no linear relationship between them. These findings might help increase our understanding of flow dynamics in iNPH and acquired hydrocephalus, as reduced intracranial compliance and reversal of aqueductal flow can be hypothesized to facilitate the increase in ventricular size.

Statements

Data availability statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.

Ethics statement

The studies involving human participants were reviewed and approved by the Ethics Committee of The First Affiliated Hospital of Shenzhen University and Shenzhen Second People’s Hospital. The participants provided their written informed consent to participate in the study.

Author contributions

W-JH performed the experiments, analyzed the data, and wrote the original draft of the manuscript. JJ and JL performed the experiments, analyzed the data, and revised the manuscript. XZ contributed to the experiments. Q-ZX contributed to the data analysis. X-H contributed to the manuscript revision. GY contributed to the experiment design and manuscript revision. JX designed the project, supervised the experiments, drafted and revised the manuscript. All authors read and approved the final manuscript.

Funding

This work was supported in part by the Project of Shenzhen International Cooperation Foundation (GJHZ20180926165402083), in part by the Clinical Research Project of Shenzhen Health and Family Planning Commission (SZLY2018018), in part by IIAT Hangzhou, in part by the European Research Council Innovative Medicines Initiative on Development of Therapeutics and Diagnostics Combatting Coronavirus Infections Award ‘DRAGON: rapiD and secuRe AI imaging based diaGnosis, stratification, fOllow-up, and preparedness for coronavirus paNdemics’ [H2020-JTI-IMI2 101005122], and in part by the AI for Health Imaging Award ‘CHAIMELEON: Accelerating the Lab to Market Transition of AI Tools for Cancer Management’ [H2020-SC1-FA-DTS-2019-1 952172].

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

References

Summary

Keywords

elderly acquired hydrocephalus, idiopathic normal pressure hydrocephalus, aqueductal stroke volume, cerebrospinal fluid flow, phase-contrast MRI, ventricular volume

Citation

He W-J, Zhou X, Long J, Xu Q-Z, Huang X, Jiang J, Xia J and Yang G (2020) Idiopathic Normal Pressure Hydrocephalus and Elderly Acquired Hydrocephalus: Evaluation With Cerebrospinal Fluid Flow and Ventricular Volume Parameters. Front. Aging Neurosci. 12:584842. doi: 10.3389/fnagi.2020.584842

Received

18 July 2020

Accepted

12 October 2020

Published

30 October 2020

Volume

12 - 2020

Edited by

Alessandro Martorana, University of Rome Tor Vergata, Italy

Reviewed by

Ville Leinonen, University of Eastern Finland and Kuopio University Hospital, Finland; Henning U. Voss, Cornell University, United States

Updates

Copyright

*Correspondence: Jun Xia,

Disclaimer

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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