A unified method for boundedness in fully parabolic chemotaxis systems with signal-dependent sensitivity
Masaaki Mizukami, Tomomi Yokota

TL;DR
This paper introduces a unified approach to establish boundedness in fully parabolic chemotaxis systems with signal-dependent sensitivity, bridging the gap between different cases of the sensitivity decay rate.
Contribution
It provides a new unified method to prove global boundedness in chemotaxis models, connecting previous separate results for different sensitivity decay rates.
Findings
Established global bounded solutions under a natural condition for hi
Unified the cases k=1 and k>1 for the sensitivity decay rate
Addressed gaps in previous proofs for boundedness conditions
Abstract
This paper deals with the Keller--Segel system with signal-dependent sensitivity \begin{equation*} u_t=\Delta u - \nabla \cdot (u \chi(v)\nabla v), \quad v_t=\Delta v + u - v, \quad x\in\Omega,\ t>0, \end{equation*} where is a bounded domain in , ; is a function satisfying for some and . In the case that , Fujie (J. Math. Anal. Appl.; 2015; 424; 675--684) established global existence of bounded solutions under the condition . On the other hand, when , Winkler (Math. Nachr.; 2010; 283; 1664--1673) asserted global existence of bounded solutions for arbitrary . However, there is a gap in the proof. Recently, Fujie tried modifying the proof; nevertheless it also has a gap. It seems to be difficult to show global existence of bounded solutions for arbitrary .…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMathematical Biology Tumor Growth · Gene Regulatory Network Analysis · Cancer Cells and Metastasis
0002010Mathematics Subject Classification. Primary: 35K51; Secondary: 35B45, 35A01, 92C17. 000*Key words and phrases: chemotaxis; sensitivity function; global existence; boundedness. *
A unified method for boundedness in fully parabolic chemotaxis systems with signal-dependent sensitivity
Masaaki Mizukami
Department of Mathematics, Tokyo University of Science
1-3, Kagurazaka, Shinjuku-ku, Tokyo 162-8601, Japan
Tomomi Yokota***Corresponding author †††Partially supported by Grant-in-Aid for Scientific Research (C), No. 16K05182.
Department of Mathematics, Tokyo University of Science
1-3, Kagurazaka, Shinjuku-ku, Tokyo 162-8601, Japan
- Abstract. This paper deals with the Keller–Segel system
[TABLE]
where is a bounded domain in with smooth boundary , ; is a function satisfying for some and . In the case that , Fujie (J. Math. Anal. Appl.; 2015; 424; 675–684) established global existence of bounded solutions under the condition . On the other hand, when , Winkler (Math. Nachr.; 2010; 283; 1664–1673) asserted global existence of bounded solutions for arbitrary . However, there is a gap in the proof. Recently, Fujie tried modifying the proof; nevertheless it also has a gap. It seems to be difficult to show global existence of bounded solutions for arbitrary . Moreover, the condition for when cannot connect to the condition when . The purpose of the present paper is to obtain global existence and boundedness under more natural and proper condition for and to build a mathematical bridge between the cases and .
1 Introduction
The chemotaxis system proposed by Keller and Segel in [9] describes a part of the life cycle of cellular slime molds with chemotaxis. After the pioneering work [9], a number of variations of the chemotaxis system are proposed and investigated (see e.g., [1, 6, 7]).
In this paper we consider the Keller–Segel system with signal-dependent sensitivity
[TABLE]
where is a bounded domain in () with smooth boundary and is the outward normal vector to . The initial data and are assumed to be nonnegative functions. The unknown function represents the population density of species and shows the concentration of the substance at place and time . As to the sensitivity function , we are interested in functions generalizing
[TABLE]
In a mathematical view, the difficulty caused by the sensitivity function is to deal with the additional term which does not appear in the case that is a constant. Moreover, when is the singular sensitivity function, it is delicate to derive the estimate for . In the case that , Winkler [14] first attained global existence of classical solutions when and global existence of weak solutions when . However, the result in [14] could not arrive at boundedness of solutions to (1.1). To overcome the difficulty in a singular sensitivity, Fujie [2] established the uniform-in-time lower estimate for , and show global existence of classical bounded solutions to (1.1) in the case that with
[TABLE]
As to the problem (1.1) with in the 2-dimensional setting, Lankeit [10] obtained global existence of classical bounded solutions when (). Futhermore Fujie–Senba [4] dealt with the 2-dimensional problem which was replaced with in (1.1) and showed global existence and boundedness of radially symmetric solutions under the condition that and is sufficiently small. On the other hand, in the case that , , ), Winkler [13] established global existence and boundedness in (1.1) without any restriction on . The result in [13] affected the result in [5] which mentioned global existence of classical bounded solutions to (1.1) when is the strong singular sensitivity function such that for , and the method in [13] was used in Zhang–Li [15] and Zheng–Mu [16]. However, we cannot convince the result in [13] that global existence and boundedness hold for all , because there is a gap in the proof. Recently, Fujie tried modifying it; nevertheless it also has a gap (cf. [3]). In general, it seems to be difficult to show global existence of bounded solutions for arbitrary . Moreover, if , then the condition “arbitrary ” cannot connect to (1.2).
The purpose of this paper is to obtain global existence and boundedness in (1.1) under a more natural and proper condition for and to build a mathematical bridge between the cases and . We shall suppose that satisfies that
[TABLE]
with some , and fulfiling
[TABLE]
Here
[TABLE]
where is a lower bound for the fundamental solution of with Neumann boundary condition (for more detail, see Remark 2.1). We suppose that
[TABLE]
Now the main results read as follows.
Theorem 1.1**.**
Let and let be a bounded domain with smooth boundary. Assume that satisfies (1.3) with some , , fulfiling (1.4). Then for any satisfying (1.6) with some , there exists an exactly one pair of functions
[TABLE]
which solves (1.1). Moreover, the solution is uniformly bounded, i.e., there exists a constant such that
[TABLE]
Remark 1.1**.**
The unified condition (1.3) with satisfying (1.4) may be a natural condition for . Indeed, when , (1.4) becomes :
[TABLE]
The main theorem tells us the result in the typical case of singular sensitivity.
Corollary 1.2**.**
Let with . Then for any satisfying (1.6) with some , (1.1) has a unique global bounded classical solution.
The strategy for the proof of Theorem 1.1 is to construct the estimate for with some . One of the keys for this strategy is to derive the unified inequality
[TABLE]
for some and , where
[TABLE]
with . This function constructed in [11, 12] unifies mathematical structures in the cases and .
This paper is organized as follows. In Section 2 we collect basic facts which will be used later. In Section 3 we give a unified view point in energy estimates. Section 4 is devoted to the proof of global existence and boundedness (Theorem 1.1).
2 Preliminaries
In this section we will collect elementary results. We first recall the uniform-in-time lower estimate for established by Fujie [2, 3].
Lemma 2.1**.**
Let and be nonnegative functions such that and . If is a positive function in and is a classical solution of
[TABLE]
then for all ,
[TABLE]
where is defined as (1.5).
Remark 2.1**.**
When is a convex bounded domain, the proof of this lemma is given in [2, Lemma 2.2] and the constant can be explicitly represented as
[TABLE]
On the other hand, if we do not assume the convexity of , then using the positivity of the fundamental solution to in with on (see e.g., [8]), we have that there exists such that for all ,
[TABLE]
Then we can see the conclusion of Lemma 2.1 by a similar argument as in [2, Lemma 2.2].
We next recall the well-known result about local existence of solutions to (1.1) (see [10, Theorem 2.3], [4, Proposition 2.2] and [13, Lemma 2.1]).
Lemma 2.2**.**
Assume that satisfies (1.3) and the initial data fulfil (1.6) for some . Then there exist and exactly one pair of nonnegative functions
[TABLE]
which solves (1.1) in the classical sense and satisfies the mass conservation
[TABLE]
and the lower estimate
[TABLE]
where is defined as (1.5). Moreover, if , then
[TABLE]
At the end of this section we shall recall the result about the estimate for in dependence on boundedness features of derived by a straightforward application of well-known smoothing estimates for the heat semigroup under homogeneous Neumann boundary conditions (see [14, Lemma 2.4] and [2, Lemma 2.4]).
Lemma 2.3**.**
Let and . If , then there exists such that
[TABLE]
3 A unified view point in energy estimates
Let be the solution of (1.1) on as in Lemma 2.2. For the proof of Theorem 1.1 we will recall an useful fact to derive the -estimate for .
Lemma 3.1**.**
Assume that the solution of (1.1) given in Lemma 2.2 satisfies
[TABLE]
with some and . Then there exists a constant such that
[TABLE]
Proof.
Combination of (2.2) and the same argument as in [14, Lemma 3.4] leads to the conclusion of Lemma 3.1. ∎
Unified test function. Thanks to Lemmas 2.2 and 3.1 we will only make sure that the -estimate for with some to show global existence and boundedness of solutions to (1.1). To establish (3.1) we introduce the functions and by
[TABLE]
where is a constant fixed later and is defined as (1.5). When , by straightforward calculations we have
[TABLE]
with , which is a similar function used in [13]. On the other hand, when , it follows that
[TABLE]
with some constant , which is a similar function used in [2]. Now we shall prove the following unified inequality by using the test function .
Lemma 3.2**.**
Assume that satisfies (1.3). Then for all there exists such that
[TABLE]
where
[TABLE]
Proof.
We let . From (1.1) we have
[TABLE]
Integration by parts yields
[TABLE]
Invoking to the Young inequality, we infer that for all ,
[TABLE]
Thus combination of (3.4), (3.5) and (3.6) yields that
[TABLE]
where
[TABLE]
Noting that
[TABLE]
we can rewrite the function as
[TABLE]
Recalling by (3.2) that
[TABLE]
we see from (1.3) that
[TABLE]
where
[TABLE]
Therefore we obtain from (3.7) together with (3.8) that
[TABLE]
We finally confirm from the boundedness of that there exists satisfying
[TABLE]
and thus we obtain (3.3). ∎
4 Global existence and boundedness
In this section we will show the -estimate for with by using Lemma 3.2.
4.1 Energy estimate in the case
We first derive the energy estimate in the case . In this subsection we assume that satisfies (1.3) with some . Now we shall show the following inequality by modifying the method in [11].
Lemma 4.1**.**
Assume that (1.3) and (1.4) are satisfied with some , and . Then there exist , and such that
[TABLE]
where is defined in Lemma 3.2 and is defined as (1.5), which implies that
[TABLE]
Proof.
We take , and which will be fixed later. Due to the definition of we write as
[TABLE]
where
[TABLE]
Noting from the condition (1.4) that there exist and satisfying
[TABLE]
we have that
[TABLE]
This implies that the discriminant
[TABLE]
is nonnegative for all . Finally, we show that there exists such that
[TABLE]
for all . Because is nonnegative, we can define
[TABLE]
Then we see that for each and all . Since the functions
[TABLE]
satisfy that
[TABLE]
for all , we obtain that
[TABLE]
holds for all . Therefore if we put
[TABLE]
then for all , which means that (4.2) holds for all . This implies the end of the proof. ∎
Now we are ready to show the -estimate in the case .
Lemma 4.2**.**
Assume that (1.3) and (1.4) are satisfied with some , and . Then there exist and such that
[TABLE]
Proof.
The proof is similar as in [13]. From Lemmas 3.2 and 4.1 we obtain (4.1) with some , and . We shall show the -estimate for by using (4.1). From the positivity of , and we have that
[TABLE]
We next deal with the term . Noting the boundedness of :
[TABLE]
and combining the Gagliardo–Nirenberg inequality with the mass conservation property (2.1), we deduce that there exists such that
[TABLE]
with . From (4.1), (4.3) and combination of (4.5) and
[TABLE]
we see that there exist such that
[TABLE]
which implies that there exist , (determined in Lemma 4.1) and satisfying
[TABLE]
Therefore we obtain from (4.4) that
[TABLE]
Thus we attain the goal of the proof. ∎
4.2 Energy estimates in the case
In this section we assume that the sensitivity function satisfies (1.3) with . We first show the following estimate for .
Lemma 4.3**.**
Assume that (1.3) and (1.4) are satisfied with and with some and . Then for all there exists an interval such that for all and ,
[TABLE]
where is defined as in Lemma 3.2 with , which means
[TABLE]
Proof.
We pick and which will be fixed later. Due to the definition of we write as
[TABLE]
From (1.4) we note that is not an empty set. If we choose , then the discriminant of is nonnegative:
[TABLE]
Thus we can define the interval as
[TABLE]
for each . Then we have from straightforward calculations that for each and all , holds, which yields that for all there exists the interval such that
[TABLE]
for all . This implies the end of the proof. ∎
We next show the estimate for . However we cannot easily obtain the estimate for because is not a bounded function. Therefore we will show the following lemma, which has an important role for obtaining the -estimate.
Lemma 4.4**.**
Assume that (1.3) and (1.4) are satisfied with and with some and . Suppose that , such that . If there exists such that
[TABLE]
then there exists satisfying
[TABLE]
Proof.
The proof is similar as in [2]. We let . We denote by the interval defined in Lemma 4.3, and choose . We shall attain the conclusion from (4.6). By virtue of the Hölder inequality, we infer that
[TABLE]
Noting from (4.7) and the fact that
[TABLE]
we obtain that there exists such that
[TABLE]
Plugging (4.8) into (4.6) yields that there exists such that
[TABLE]
Therefore we have from a standard ODE comparison argument that there exists such that
[TABLE]
which means the end of the proof. ∎
Lemma 4.5**.**
Assume that (1.3) and (1.4) are satisfied with and with some and . Then there exist and such that
[TABLE]
Proof.
We use a similar argument as in [2, Proof of Main Theorem (Step 1)]. First we choose a pair such that
[TABLE]
Then , , , and . Since from the inequality , it follows from Lemma 2.3 and (2.1) that there exists such that
[TABLE]
Thus we have from the fact and Lemma 4.4 that
[TABLE]
We will show that for all there exists such that
[TABLE]
We first note from the fact that
[TABLE]
Now we fix . Applying the Hölder inequality, we infer that
[TABLE]
We can confirm from the fact and Lemma 2.3 that
[TABLE]
Therefore plugging (4.11) and the inequality (from the fact ) into (4.10) derives that there exists satisfying
[TABLE]
Noting that , we obtain (4.9). In the above argument, since , if , then we can fix . Thus we can find due to if . On the other hand, if , then we proceed the iteration argument. For all , we fix a pair defined inductively such as
[TABLE]
then we can see that , and . Moreover, since the relation implies that
[TABLE]
we can find some satisfying
[TABLE]
which means that . Therefore we obtain
[TABLE]
According to (4.12) and into Lemma 4.4, we have
[TABLE]
Due to a similar argument to the first iteration, we can show that
[TABLE]
with some constant . Because the increasing function satisfies and as , we can find some such that and , and hence . Therefore we verify
[TABLE]
with some and some , which completes the proof. ∎
4.3 Proof of Theorem 1.1
Combination of the -estimate for (see Lemma 4.2 or Lemma 4.5) and Lemma 3.1 directly leads to Theorem 1.1. ∎
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] N. Bellomo, A. Bellouquid, Y. Tao, M. Winkler, Toward a mathematical theory of Keller–Segel models of pattern formation in biological tissues , Math. Models Methods Appl. Sci. 25 (2015), 1663–1763.
- 2[2] K. Fujie, Boundedness in a fully parabolic chemotaxis system with singular sensitivity , J. Math. Anal. Appl. 424 (2015), 675–684.
- 3[3] K. Fujie, Study of reaction-diffusion systems modeling chemotaxis , Doctoral thesis, 2016.
- 4[4] K. Fujie, T. Senba, Global existence and boundedness of radial solutions to a two dimensional fully parabolic chemotaxis system with general sensitivity , Nonlinearity, to appear.
- 5[5] K. Fujie, T. Yokota, Boundedness in a fully parabolic chemotaxis system with strongly singular sensitivity , Appl. Math. Lett. 38 (2014), 140–143.
- 6[6] T. Hillen, K. J. Painter, A user’s guide to PDE models for chemotaxis , J. Math. Biol. 58 (2009), 183–217.
- 7[7] D. Horstmann, From 1970 until present: the Keller–Segel model in chemotaxis and its consequences , Jahresber. Deutsch. Math. -Verein. 106 (2004), 51–69.
- 8[8] S. Itô, Diffusion equations , Translated from the 1979 Japanese original by the author. Translations of Mathematical Monographs, 114. American Mathematical Society, Providence, RI, 1992.
