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Abstract

This study examines the flow dynamics of synovial fluid within a lubricated knee joint during movement, incorporating the effect of inertia and linear re-absorption at the synovial membrane. The fluid behavior is modeled using a couple-stress fluid framework, which accounts for mechanical phenomena and employs a lubricated membrane. synovial membrane plays a crucial role in reducing drag and enhancing joint lubrication for the formation of a uniform lubrication layer over the cartilage surfaces. The mathematical model of synovial fluid flow through the knee joint presents a set of non-linear partial differential equations solved by a recursive approach and inverse method through the software Mathematica 11. The results indicate that synovial fluid flow generates high pressure and shear stress away from the entry point due to the combined effects of inertial forces, linear re-absorption, and micro-rotation within the couple-stress fluid. Axial flow intensifies at the center of the knee joint during activity in the presence of linear re-absorption and molecular rotation, while transverse flow increases away from the center and near to synovium due to its permeability. These findings provide critical insights for biomedical engineers to quantify pressure and stress distributions in synovial fluid to design artificial joints.

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1. Introduction

This research aims to analyze the flow of synovial fluid (SF) through the synovium in the knee joint. SF plays a crucial role in joint lubrication, reducing cartilage friction for smooth movement. It is located near the synovial membrane (SM), which consists of collagens, proteins, and proteoglycans—key components influencing SF viscosity. The selectively permeable SM allows the absorption and secretion of SF, regulating water balance to prevent joint swelling (effusion) or inadequate lubrication, which may lead to joint damage.

Several studies have examined SF flow characteristics. Yin et al. [1] highlighted the complexity of SF as a filtrate of interstitial fluids. Lai et al. [2] noted that SF flow depends on shear stress and deformation rate, but no single fluid model accurately describes its rheology. Ouerfelli et al. [3] emphasized the role of hyaluronic acid (HA) in joint lubrication, where SF behaves as a non-Newtonian fluid, shifting to Newtonian behavior after hyaluronidase treatment in osteoarthritis. Singh et al. [4] explored SF analysis for arthritis treatment, while Hasnain et al. [5] modeled SF as a power-law fluid incorporating permeability and magnetic field effects. Maqbool et al. [6,7] analyzed SF flow through permeable conduits using the Linear Phan-Thien-Tanner (LPTT) model and found that periodic filtration influences pressure and velocity distribution. The viscosity of SF is determined by HA molecular size and concentration, and its long-chain molecules can be modeled as a polar fluid. Rumanian et al. [8,9] used the couple-stress fluid model to study the hydrodynamic lubrication, noting the presence of couple stresses in fluids with large molecular structures. Previous studies [10,11,12,13,14,15] analyzed couple-stress effects in various flow conditions but did not consider SF as a couple-stress fluid.

Inertial (non-creeping) flow occurs at high shear rates during activities like running and jumping, which facilitates nutrient exchange and fluid circulation in the joint. For the healthy synovial fluid properties and consistent joint motion, nutrient re-absorption in synovial fluid follows the linear trajectory. This linear behavior is typically observed in a well-lubricated joint environment where the biomechanical load and fluid dynamics are favorable. Several researchers [16,17,18,19,20,21,22] have examined the impact of exercise on SF composition and joint performance. Oates [23] observed inertial forces in sudden joint movements, while Mow [24] explored bio-mechanical factors affecting joint health. Hron et al. [25] and Ruggior [26] studied inertial effects on SF flow in one dimension, but no one has examined it in a two-dimensional rectangular permeable synovium under slip and linear re-absorption effect, which is the novelty of this study.

This research uniquely analyzes SF as a couple-stress fluid under inertial effects through a permeable membrane with linear re-absorption. Unlike prior studies that primarily considered creeping flows and ignored membrane permeability, this research has considered the ignored inertial and linear re-absorption effects. The mathematical model is computed by employing a recursive and inverse approach to find the flow properties under constant flux at the entrance. The findings will assist biomedical engineers in calculating SF forces and flow properties under dynamic conditions which are essential for designing the artificial joint and surgical techniques.

The research is structured as follows: Section 1 reviews the literature and identifies research gaps, Section 2 models SF flow using mechanical laws and applies recursive approach and inverse methods to solve the problem, Section 3 presents graphical results for flow speed, load, and shear stress, and Section 4 concludes the study.

2. Materials and Methods

During joint movement, synovial fluid experiences both rotational and shear movement, which cannot be described by a simple model of non-Newtonian fluid. The couple stress fluid model has the ability to describe the shear and rotational motion. Micro-rotational effects lead to the assumption that the couple-stress fluid is a synovial fluid because synovial fluid not only lubricates but also provides aid to transfer forces (shear and rotational) within the joint. The scientific model of synovial fluid flow via a knee joint in the absence of roughness of surface considers planar geometry of two-dimensional cross-sectional area of a slit as given in Figure 1 filled with synovial fluid and the permeable wall of the slit resembles the synovial membrane. It is also assumed height h is lesser than the length L and width W is very small as compare to the height of slit, i.e., W<<h<L, it is mentioned in the geometry that length L is along the x-axis, width W is along the z-axis, and height h is along the y-axis. Flow is considered to be symmetric about the center line at y=0, i.e fluid flow in the upper region of the slit (0<y<h), the lower region of slit (h<y<0) has the same behavior, and the rate at which nutrients and liquids in the synovial fluid are reabsorbed is not constant and linear due to the fast movement of fluid particles in the presence of inertial forces and non-porous medium.

The movement of synovial fluid in the knee joint suggests the following velocity field:

(1)V=u(x,y),v(x,y),0,

where u(x,y) and v(x,y) are flow velocity along and across the slit, respectively.

The synovial fluid flow can be described by the following continuity equation for in-compressible flow and the momentum equation for the steady couple stress fluid flow:

(2)V=0, 

(3)ρVt+VV=p+µ2Vµ14V.

where 4 = 22, p is the hydrostatic pressure of the fluid, μ is the dynamic viscosity of the fluid, and μ1 is the material constant associated with couple-stress fluid.

The slip velocity and linear re-absorption rate at the synovial membrane suggest the following conditions:

(4)u=±βuy, v=±εV0x+U0, at y=±h,

where 0<β1 is the slip parameter V0 and U0  are re-absorption velocity parameters.

The change in velocity gradient at walls suggests the following condition:

(5) 2uy2=0,   at y=±h,

The synovial fluid enters in the flow regime with a constant flow rate and satisfies the following condition at the entry point x = 0.

(6)εQ0=2W0hudy,    at x=0.

where Q0 is the volumetric flow rate at the entrance region, defining the inlet condition, and ε is the small parameter.

For two-dimensional steady-state inertial flow, the component form of the continuity and momentum equations are as follows:

(7)ux+uy=0,

(8)ρuux+vvy=px+µ2uµ14u,

(9) ρuux+vvy=py+µ2vµ14v.

2.1. Non-Dimensional Quantities

The non-dimensional quantities are defined as follows:

(10)x=xL y=yh u=h2uQ0 v=vhLQ0 p=ph4μLQ0 δ=hL Re=ρQ0μh,  α=μμ1.

Using the above quantities in Equations (7)–(9), and ignoring primes, one can write the following equations:

(11)ux+uy=0,

(12)δReVu=px+N1N2, 

(13) δ3ReVv=py+N3N4, 

where

N1=δ22ux2+2uy2, N2=1α2δ44ux4+4uy4+δ224ux2y2,

N3=δ42vx2+δ22vy2, N4=1α2δ64vx4+δ24vy4+δ424vx2y2,

The dimensionless form of the boundary conditions will take the following form:

(14)u=±βuy, v=±εV0x+U0, at y=±1, 

(15)2uy2=0,   at y=±1, 

(16)ε=2A01udy,    at x=0.

where A=Wh.

2.2. Solution Methodology

The mathematical model given in Equations (11)–(13) will help to determine the formulas for flow rate, normal and tangential forces in synovial fluid. The mathematical model of non-linear partial differential equations in u, v and p  reduces into simple form under the assumption that the length of synovial membrane (slit) is smaller than its width. After using the assumption that the ratio of length to width (δ) is very small the higher-order terms like δ2, δ3, and δ4  will be ignored from Equations (12) and (13).

To find the results for u, v, and p,  the following recursive approach is used:

(17)u=limε1i=1εiu(i) , v=limε1 i=1εiv(i), p=p(0)+limε1i=1εip(i). 

where p(0) is a constant.

Now by substituting above mention series in Equations (11)–(16) and then by collecting powers of ε, one can obtain the following systems:

2.2.1. First Order System and Its Solution

The solution of following first order system can be obtained by inverse method which is calculated in this section:

(18)u1x+u1y=0, 

(19)0=p1x+2u1y21α2 4u1y4,

(20)0= p1y,

The associated boundary conditions for a first-order system are defined as follows:

(21)u(1)=±βu(1)y,    v(1)=±(V0x+U0),    at y=±1,

(22)2u1y2=0, at y=±1,

(23)h=2W01u(1)dy,    at x=0. 

To reduce the number of unknowns, one can introduce the following stream function ψ1x,y:

(24) u1=ψ(1)y,  v1=ψ1x,

After replacing u1 and v1 in Equations (18)–(23), one can obtain following equations:

(25)0=p1x+3ψ1y31α2 5ψ1y5, 

(26)0=p1y,

By differentiating Equation (25) with respect to y and using Equation (26), the pressure term can be eliminated, and the problem takes the following form:

(27)0=6ψ(1)y6α2 4ψ1y4, 

Boundary conditions in connection with the stream function are defined as follows:

(28)ψ(1)y=±β2ψ(1)y2, ψ(1)x=±(V0x+U0),    at y=±1,

(29) 3ψ(1)y3=0, at y=±1,

(30)h2W=ψ1x,1ψ1x,0,    at x=0. 

Assuming the solution of ψ1  in the following form as suggested in the inverse method:

(31)ψ1x,y=V0x22+U0xR1y+T1y.

Upon using the above equation, one can obtain the following system of BVP:

(32)d6R1dy6α2d4R1dy4=0,

(33)d6T1dy6α2d4T1dy4=0,

The boundary conditions associated with the above system of equations are as follows:

(34)R1=±1,    dR1dy=±βd2R1dy2,    at y=±1,d3R1dy3=0,    at y=±1,T1=h2W,    dT1dy=βd2T1dy2,    at y=1,dT1dy=βd2T1dy2,    at y=1,d3T1dy3=0,    at y=±1,T1=0,    at y=0.

Solutions of sixth-order linear homogeneous ordinary differential equations, together with the above boundary conditions, are defined as follows:

(35)R1=i=14ci yi1+eαyc5+eαyc6, 

(36)T1=i=14di yi1+eαyd5+eαyd6,

where c1=c3=0, c6=c5 and d1=d3=0, d6=d5.

(37)R1=yc2+y3c4+2sinhαyc5, 

(38)T1=yd2+y3d4+2sinhαyd5, 

Using the above solutions of R1 and T1 in Equation (31), the following form of stream function can be obtained:

(39)ψ1=V0x22+U0xyc2+y3c4+2sinhαyc5+(yd2+y3d4+2sinhαyd5), 

From the above stream function and Equation (24), the following velocity components can be obtained:

(40)u1=V0x22+U0xc2+3y2c4+2αcoshαyc5+d2+3y2c4+2αcoshαyc5,

(41)v1=V0x+U0yc2+y3c4+2sinhαyc5,

where ci and di  are defined in Appendix A.

Using first-order velocity components in the first-order momentum equation, one can find the following expression of first-order pressure:

(42) p1x=3(h+Wx(2U0+V0x))α3cosh(hα)2hWα(3+hα2(h3β))cosh(hα)+6W(1+hα2β)sinh(hα).

2.2.2. The Second-Order System and Its Solution

The following second order system is solved by the inverse method and procedure is given in this section:

(43)u2x+u2y=0, 

(44)M1=p2x+2u2y21α2 4u2y4,

(45)0= p2y, 

The associated boundary conditions for the second order system are defined as follows:

(46)u(2)=±βu(2)y,  v(2)=0, at y=±1,

(47) 2u2y2=0, at y=±1, 

(48)0=01u(2)dy,  at x=0. 

where

M1=δReu1x+v1yu1.

After eliminating the pressure gradient and using the relation of stream function with velocity components one can obtain the following equation:

(49)yα2M1=6ψ2y6α2 4ψ2y4, 

With the following boundary conditions:

(50)ψ(2)y=±β2ψ(2)y2,    ψ(2)x=0, at y=±1,

(51) 3ψ(2)y3=0, at y=±1,

(52)0=ψ2x,1ψ2x,0,    at x=0.

Assuming the solution of ψ2  as follows:

(53)ψ2x,y=gxR2y+T2y. 

Using the above stream function in Equations (49)–(52), the following system of differential equations can be obtained:

(54)d6R2dy6α2d4R2dy4=fy, 

(55)d6T2dy6α2d4T2dy4=0, 

where gx and f(y) are given in Appendix A.

Boundary conditions associated with the above system of equations are as follows:

(56)R2=0,    dR2dy=±βd2R2dy2  at y=±1,d3R2dy3=0,    at y=±1, d3T2dy3=0,    dT2dy=±βd2T2dy2, at y=±1,T2=0,    at y=0 & y=1. 

The solution of the above BVPs is obtained by the DSolve command in Software MATHEMATICA 11.

Using solutions of these two BVPs into an assumed solution of stream function, we have found 2nd order velocity components and using 2nd order velocity components into a 2nd order system one can find an expression for 2nd order pressure.

2.2.3. Third Order System and Its Solution

The following third order system is solved by the inverse method after following the steps of first order system:

(57)u3x+u3y=0,

(58)M2=p3x+2u3y21α2 4u3y4, 

(59)0= p3y, 

where

M2=δReu1x+v1yu2+u2x+v2yu1.

The associated boundary conditions for third order system are as follows:

(60)u(3)=±βu(3)y, v(3)=0,    at y=±1,

(61) 2u3y2=0,    at y=±1,

(62)0=01u(3)dy,    at x=0. 

After eliminating pressure and reducing unknowns, by introducing stream function ψ3 following equation can be obtained:

(63)yα2M2=6ψ3y6α2 4ψ3y4,

And the boundary conditions in connection with stream function are as follows:

(64)ψ(3)y=±β2ψ(3)y2,    ψ(3)x=0,    at y=±h, 

(65) 3ψ(3)y3=0,  at y=±h,

(66)0=ψ3x,1ψ3x,0,  at x=0.

To solve the above boundary value problem by the inverse method, one can assume the following stream function:

(67)ψ3x,y=hxR3y+T3y.

Using this assumption in the above equations, we obtain the following systems of BVPs:

(68)d6R3dy6α2d4R3dy4=f1y,

(69)d6T3dy6α2d4T3dy4=f2y,

where hx, f1y and f2(y)  can be calculated with the help of Software MATHEMATICA 11.

Boundary conditions associated with the above system of equations are as follows:

(70)R3=0,    dR3dy=±βd2R3dy2,    at  y=±1, d3R3dy3=0,    at y=±1,d3T3dy3=0,    dT3dy=±βd2T3dy2,    at y=±1,T3=0,  at y=0 & y=1.

Solution of the above BVPs can be obtained by the DSolve command in MATHEMATICA.

Using solutions of the above two BVPs in the assumed solution of the stream function, one can find expressions for third-order velocity components, and using third-order velocity components in the third-order momentum equation, one can find expressions for third-order pressure.

After combining first-, second-, and third-order solutions, one can find expressions of stream function, velocity components, and pressure:

(71) ψ=ψ1+ψ2+ψ3, 

(72)u=u1+u2+u3, 

(73)v=v1+v2+v3, 

(74)p=p0+p1+p2+p3.

where p0=p0,0.

2.2.4. Special Cases

(a). The present study reduces the inertial flow of Newtonian fluid when, μ10, β0, which has been discussed by Panek et al. [27].

(b). When μ10, β0 and Re0 the present model reduces the creeping flow of Newtonian fluid through a permeable channel with linear re-absorption that has been discussed by Haroon et al. [28].

(c). The creeping flow of a couple stress fluid flow with constant re-absorption at the wall of the channel has been recently presented by Siddiqui et al. [29], which can be deduced from the present study when, Re0 and V00.

3. Discussion on Graphical Results

Here, the graphical analysis is discussed in order to study the influence of Reynolds number Re, slip parameter β, re-absorption parameters V0 and U0  and the couple-stress parameter α  on the pressure, horizontal and vertical velocity components at x=0.5 (middle point of the slit). We have chosen this position on the axis of the slit so that mean flow of the couple-stress fluid can easily be observed for the re-absorption analysis. The other parameters are seized as h=1, Q=1, Re=1000, U=1, W=0.5, β=0.1, α=10 from the Ref. [29].

3.1. Effect of Reynold’s Number

Figure 2a,b display the impact of inertial forces at the middle region of the slit that appears due to Reynold’s number. This figure analyzes that axial flow is maximum at the center of the slit due to the presence of pressure gradient. The graphs also show that the flow in the vertical direction rises during activity (due to a non-zero Reynolds number). It also demonstrates the sharp rise in vertical velocity near the wall of the slit due to linear re-absorption in the synovium. Figure 2c shows that the pressure difference becomes more intense during activity (in the presence of Reynold’s number), and it also rises rapidly near the exit region. Essentially, it indicates that during the flow of synovial fluid in the synovial membrane, inertial forces take supremacy over viscous forces.

3.2. Effect of Re-Absorption Velocity V0x+U0

Figure 3a,b shows the impact of the permeability of the membrane on the SF flow; this figure portrays the increasing effect of permeability on axial and transverse flow near the membrane. This graph indicates that the linear re-absorption causes an increase in axial and transverse flow due to the lubricated membrane, but the vertical flow rises in forward direction for the upper and lower regions. Figure 3c presents the effect of linear re-absorption V0  on the pressure difference and displays the rising impact on the pressure distribution.

Figure 4a,b display the variation in axial and transverse velocity against the constant rate of re-absorption, which shows that the flow of synovial fluid along and transverse to the SM rises due to the appropriate viscosity of the synovial fluid. Figure 4c displays that the pressure difference between the two points in the synovial fluid flow rises when nutrients are re-absorbed at a constant rate in synovial fluid.

3.3. Effect of Couple-Stress Parameter α

Figure 5a,b display that the velocity in a horizontal direction rises for different couple-stress parameter (α) at the middle of the slit but the transverse velocity decay by the rising values of couple stress parameter. Furthermore, it is seen that axial velocity increases at the center of the slit and decreases near the walls due to lubricated permeable membrane. The pressure difference on the slit is shown in Figure 5c for various values of α which rises by the couple stress parameters; it shows the rotation of fluid particles and helps to flow the fluid also more pressure in synovial fluid is required in case of lubricated permeable slit.

3.4. Effect of Slip Parameter β

Figure 6a,b display that the axial and transverse velocity decay for different slip parameters β at the middle of the slit. Furthermore, it is seen that axial velocity decays in the reverse direction near the walls due to the lubricated permeable membrane. The pressure difference on the slit is shown in Figure 6c for various values of slip parameter β, it shows that the lubrication on membrane helps to increase the pressure in synovial fluid near the exit region of the slit.

4. Concluding Remarks

The current study observes the impact of a lubricated membrane and linear re-absorption of nutrients in synovial fluid during movement or running. A two-dimensional couple stress fluid model through a permeable lubricated slit with linear re-absorption at the wall is assumed to observe the flow properties of synovial fluid. This model produces the complex non-linear partial differential equations that are solved by applying the Langlois approach with mixed boundary conditions. This study calculates the analytical findings of flow characteristics, including shear stress, pressure difference, and velocity profile for the smooth surface and non-porous medium. This study reveals that the presence of inertial forces supports the decelerating flow in axial and transverse directions but enhances the pressure difference.

In this study, we have ignored surface roughness and the effect of porous medium also the bending effects of synovial membrane that will be discussed in future work.

Author Contributions

Conceptualization, K.M. and A.M.S.; methodology, K.M.; software, A.A.; validation, K.M. and A.A.; formal analysis, A.M.S.; writing—original draft preparation, A.A.; writing—review and editing, A.B.M.; visualization, A.A.; supervision, K.M.; project administration, K.M. All authors have read and agreed to the published version of the manuscript.

Data Availability Statement

The original contributions presented in this study are included in the article. Further inquiries can be directed to the corresponding author.

Conflicts of Interest

The authors declare no conflict of interest.

Footnotes

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Figures

Figure 1 Geometry of synovial fluid flow through the synovial membrane in the knee joint.

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Figure 2 (ac) Effect of Reynolds number on horizontal velocity, vertical velocity and pressure distribution.

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Figure 3 (ac) Effect of re-absorption parameter  V0  on horizontal velocity, vertical velocity and pressure distribution.

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Figure 4 (ac) Effect of re-absorption parameter  U0  on horizontal velocity, vertical velocity, and pressure.

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Figure 5 (ac) Effect of the couple-stress parameter α on horizontal velocity, vertical velocity, and pressure distribution.

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Figure 6 (ac) Effect of slip parameter β on horizontal velocity, vertical velocity, and pressure distribution.

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Appendix A

c 1 = c 3 = 0 ,         c 2 = 3 α 2 h α 2 h 2 β cosh h α 2 α β sinh h α 2 h α 3 + h α 2 h 3 β cosh h α + 6 1 + h α 2 β sinh h α c 4 = α 3 c o s h [ h α ] 2 h α ( 3 + h 2 α 2 3 h α 2 β ) c o s h [ h α ] + 6 ( 1 + h α 2 β ) s i n h [ h α ] , c 5 = 3 2 h α 3 h α 2 h + 3 β c o s h h α 6 1 h α 2 β s i n h h α ,   c 6 = c 5 . d 1 = d 3 = 0 ,         d 2 = 3 α h ( ( 2 + h α 2 ( h 2 β ) ) c o s h [ h α ] + 2 α β s i n h [ h α ] ) 4 W ( h α ( 3 + h α 2 ( h 3 β ) ) c o s h [ h α ] + 3 ( 1 + h α 2 β ) s i n h [ h α ] ) d 4 = α 3 h cosh h α 4 W h α 3 + h α 2 h 3 β cosh h α + 3 1 + h α 2 β sinh h α , d 5 = 3 h 4 W ( h α ( 3 + h α 2 ( h 3 β ) ) c o s h [ h α ] + 3 ( 1 + h α 2 β ) s i n h [ h α ] ) ,   d 6 = d 5 . g x = 3   α 6 δ R e ( V 0 x + U 0 ) ( h W x ( 2 U 0 + V 0 x ) ) 4 W ( h α ( 3 + h α 2 ( h 3 β ) ) c o s h [ h α ] + 3 ( 1 + h α 2 β ) s i n h [ h α ] ) 2 , f y = y 3 α 2 + y 3 α 2 c o s h 2 h α + 6 β s i n h h α y α c o s h y α + s i n h y α + α c o s h h α y α 3 h 2 + y 2 + 6 h β c o s h y α + 3 h 2 y 2 2 h β s i n h y α

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