Control of vein network topology by auxin transport

Tissue networks such as the vascular networks of plant and animal organs transport signals and nutrients in most multicellular organisms. The transport function of tissue networks depends on topological features such as the number of networks’ components and the components’ connectedness; yet what controls tissue network topology is largely unknown, partly because of the difficulties in quantifying the effects of genes on tissue network topology. We address this problem for the vein networks of plant leaves by introducing biologically motivated descriptors of vein network topology; we combine these descriptors with cellular imaging and molecular genetic analysis; and we apply this combination of approaches to leaves of Arabidopsis thaliana that lack function of, overexpress or misexpress combinations of four PIN-FORMED (PIN) genes—PIN1, PIN5, PIN6, and PIN8—which encode transporters of the plant signal auxin and are known to control vein network geometry. We find that PIN1 inhibits vein formation and connection, and that PIN6 acts redundantly to PIN1 in these processes; however, the functions of PIN6 in vein formation are nonhomologous to those of PIN1, while the functions of PIN6 in vein connection are homologous to those of PIN1. We further find that PIN8 provides functions redundant and homologous to those of PIN6 in PIN1-dependent inhibition of vein formation, but that PIN8 has no functions in PIN1/PIN6-dependent inhibition of vein connection. Finally, we find that PIN5 promotes vein formation; that all the vein-formation-promoting functions of PIN5 are redundantly inhibited by PIN6 and PIN8; and that these functions of PIN5, PIN6, and PIN8 are independent of PIN1. Our results suggest that PIN-mediated auxin transport controls the formation of veins and their connection into networks.


Background
Signals and nutrients are transported within and between the organs of most multicellular organisms by tissue networks. What controls the formation of tissue networks is thus a central question in biology. In animals, many of these networks are stereotyped [1]; by contrast, the vein networks of plant leaves are both reproducible and variable [2,3]. Consider, for example, the vein network of an Arabidopsis thaliana leaf [4][5][6][7][8][9][10]: lateral veins branch from a single midvein and connect to distal veins to form loops; minor veins branch from midvein and loops, and connect to other veins to form a mesh; and loops and minor veins curve near the leaf margin to lend a scalloped outline to the vein network.
Geometric features of the vein network such as these are reproducible from leaf to leaf-so much so that they are used as a taxonomic characteristic (e.g., [11]). By contrast, topological features of the vein network are variable [6,7,10,[12][13][14]: the number of veins differs from leaf to leaf, and whether a vein will connect to another vein on both ends or one end will terminate free of contact with other veins is unpredictable; this is always so for minor veins, but even loops can occasionally fail to connect to other veins at one end.
While no evidence is available that associates geometric features of vein networks with the networks' functional traits, abundant evidence exists that associates functional traits of vein networks with the networks' topological features (reviewed in [15,16]); yet our knowledge of the signals that control vein network topology is limited, and most such signals also control vein network geometry (e.g., [17][18][19][20][21][22][23]). One of very few exceptions [24][25][26] is the control of vein network topology by intracellular transport of the plant signal auxin suggested by genetic evidence: leaves of double mutants in the genes encoding the endoplasmic-reticulum (ER)-localized PIN-FORMED6 (PIN6) and PIN8 auxin transporters of Arabidopsis [27][28][29][30][31][32][33] have higher vein-density [33]; the vein density defect of pin6;pin8 leaves is suppressed by mutation of the gene encoding the ER-localized PIN5 auxin transporter [28,33,34]; overexpression of PIN6 or PIN8 results in lower vein-density, and overexpression of PIN5 results in the opposite defect [33].
In contrast to the control of vein network topology by intracellular auxin transport, no genetic evidence is available in support of a role for the cell-to-cell transport of auxin in control of vein network topology; yet such a role seems to be suggested by imaging and inhibitor studies. Expression of the PIN1 auxin efflux protein [27,35] is initiated in broad domains of leaf inner cells that become gradually restricted to files of vascular precursor cells in contact with pre-existing, narrow PIN1 expression domains [33,[36][37][38][39][40][41][42]. Within broad expression domains, PIN1 is localized isotropically-or nearly so-to the plasma membrane (PM) of leaf inner cells. As expression of PIN1 becomes gradually restricted to files of vascular precursor cells, PIN1 localization becomes polarized to the side of the PM facing the pre-existing, narrow PIN1 expression domains with which the narrowing domains are in contact. Initially, PIN1 expression domains are in contact with pre-existing domains at one end only, but they can eventually become connected to other PIN1 expression domains at both ends. Inhibitors of cellular auxin efflux delay the restriction of PIN1 expression domains and the polarization of PIN1 localization [38,39], and induce the formation of more veins [4,5].
The polar localization of PIN1 to the PM of vascular cells-toward pre-existing veins and ultimately the root tip-is thought to determine the polarity of intercellular auxin transport [43]: from the immature shoot-organs, where auxin is produced in large amounts [44,45], to the roots [46,47]. By contrast, the directions of ER-PINmediated intracellular auxin-transport are unclear. Available evidence suggests that PIN5 transports auxin from the cytoplasm to the ER lumen [28,33], and that PIN6 and PIN8 transport it from the ER lumen to the cytoplasm or the nucleus [29][30][31][32][33], the envelope of which is continuous with the ER membrane [48,49]; alternatively, PIN5, PIN6, and PIN8 could transport in the same direction but have different affinities for different auxins with different developmental functions (e.g., [50]).
Here we asked whether PIN1-mediated intercellular auxin-transport controlled vein network topology and, if so, whether it interacted with the control of vein network topology by ER-PIN-mediated intracellular auxin-transport. To address this question, we introduced descriptors of vein network topology that enable quantification of vein number, connectedness and continuity, and combined these topological descriptors with cellular imaging and molecular genetic analysis to quantify the contribution of PIN1, PIN5, PIN6, and PIN8 to vein network topology. We derived cellular expression and genetic interaction maps of these genes in vein network formation, and suggest that the interaction between PIN1-mediated intercellular auxin-transport and ER-PIN-mediated intracellular auxin-transport controls the formation of veins and their connection into networks.

Results and discussion
Expression of PIN1, PIN5, PIN6, and PIN8 during leaf development Veins form sequentially during Arabidopsis leaf development: the formation of the midvein is followed by the formation of the first loops of veins ("first loops"), which in turn is followed by the formation of second loops and minor veins [4,5,12,13] (Fig. 1a-c).
Consistent with their role in control of vein network geometry [4,33,51,52], PIN1 (AT1G73590), PIN6 (AT1G77110), and PIN8 (AT5G15100) are expressed in developing veins, although with different dynamics: expression of PIN1 and PIN6 is initiated in broad domains of leaf inner cells, domains that over time become restricted to single files of vascular precursor cells [33,[38][39][40] (Fig. 1d-i); by contrast, PIN8 expression is restricted from early on to single files of leaf vascular cells [33] (Fig. 1j-l). It remains unclear, however, whether these different dynamics of PIN expression comprise onset of PIN expression at different stages of leaf development.
To address this question, we compared expression of PIN1, PIN6, and PIN8 in first leaves 2, 3 and 4 days after germination (DAG). To visualize PIN expression, we used functional translational fusions (PIN promoter driving expression of the respective PIN:reporter fusion protein) [33,37,53] or transcriptional fusions (PIN promoter driving expression of a reporter protein) [33] (Additional file 1: Table S1); whenever we used transcriptional fusions, their expression matched that of the respective, functional translational fusions [33] (Additional file 2: Figure S1), suggesting that those PIN promoters contain all the regulatory elements required for functional expression of the respective genes.
While expression of a PIN1::PIN1:GFP translational fusion (PIN1 promoter driving expression of PIN1:GFP fusion protein) and of a PIN6::YFPnuc transcriptional fusion (PIN6 promoter driving expression of a nuclear yellow fluorescent protein) was already visible 2 DAG (Fig. 1d, g), expression of PIN8::YFPnuc was first detected 3 DAG (Fig. 1j, k), suggesting that PIN8 expression is initiated after the onset of expression of both PIN1 and PIN6.
PIN5 (AT5G16530) is expressed in veins of mature leaves [28,54], but its expression during leaf development is unknown. Transcriptional and translational fusions of PIN5 are expressed in similar domains [28,34,54], suggesting that the PIN5 promoter contains all the regulatory elements required for PIN5 expression. Thus, to visualize PIN5 expression during leaf development, we imaged PIN5::YFPnuc expression in first leaves 2, 3, 4, 5 and 5.5 DAG.
Expression of PIN5::YFPnuc was first detected in the midvein of 4-DAG leaves ( Fig. 1m-o); at 5 DAG, PIN5::YFPnuc was additionally expressed in first loops (Fig. 1p), and at 5.5 DAG PIN5::YFPnuc was additionally expressed in second loops and minor veins (Fig. 1q). Thus our results suggest that PIN5 expression is initiated after PIN8 expression (Fig. 1k, n, o) and that, as PIN8, PIN5 is expressed from early on in single files of leaf vascular cells (Fig. 1k, l, o-q).
Thus our results suggest that PIN5, PIN6, and PIN8 are expressed in mutually exclusive domains of leaf vascular cells, and that the PIN1 cellular-expression domain overlaps with-but extends beyond-the ER-PIN cellular-expression domain.
Unique and redundant functions of PIN1, PIN5, PIN6, and PIN8 in control of vein network topology PIN1, PIN5, PIN6, and PIN8 control vein network geometry [4,33,51,52]; we asked what their functions are in control of vein network topology.
To characterize vein network topology, we derived (see Methods and Additional file 3: Figure S2 for details) and used three descriptors based on numerical graph invariants: a cardinality index, a continuity index, and a connectivity index.
The cardinality index is a proxy for the number of "veins" (i.e. stretches of vascular elements that contact other stretches of vascular elements at least at one of their two ends) in a network (Fig. 3a).
The continuity index quantifies how close a vein network is to a network with the same number of veins but in which at least one end of each "vein fragment" (i.e. a stretch of vascular elements that are free of contact with other stretches of vascular elements) contacts a vein. The continuity index ranges from 0-for a network of sole vein fragments-to 1-for a network without vein fragments (Fig. 3a).
Although the number of veins in a leaf is variable and it is unpredictable whether a developing vein will remain open at maturity [6,7,10,[12][13][14], the cardinality and connectivity indices of vein networks in different populations of WT leaves grown in identical conditions were reproducible (Figs. 3, 6, 7 and 8). This observation suggests that while the outcome of vein formation events is unpredictable for single veins, it is predictable-within the limits of statistical variation-for networks of veins. Thus-as for non-stereotyped animal-networks (reviewed in [55])-topology descriptors such as the cardinality and connectivity indices can be compared statistically across genotypes and conditions to identify reproducible patterns and their controls.
The continuity index of vein networks in different populations of WT leaves grown in identical conditions was also reproducible (Additional file 4: Figure S3)-a finding consistent with the stringent requirement for continuity of tissue systems with transport function, such as vein networks, and with the successful use of vein fragmentation as diagnostic criterion for the identification of mutants in genetic screens [18,56,57].
The continuity index of none of the mutants or transgenics in our study was different from that of WT (Additional file 4: Figure S3), suggesting that PIN1, PIN5, PIN6, and PIN8 have no function in control of vein continuity or their functions in this process are redundant.
Consistent with previous observations [33], the vein network topology of pin5, pin6, or pin8 was no different from that of WT (Fig. 3b); by contrast, the cardinality and connectivity indices of pin1 vein networks were higher than those of WT vein networks (Fig. 3b), suggesting that PIN1 inhibits the formation of veins and their connection.
We next asked whether PIN5, PIN6, or PIN8 acted redundantly with PIN1 in inhibition of vein formation and connection. The vein network topology of neither pin1;-pin5 (pin1;5 hereafter) nor pin1;8 differed from that of pin1 (Fig. 3b); however, the cardinality and connectivity indices of pin1;6 vein networks were higher than those of pin1 vein networks (Fig. 3b), suggesting that PIN6 acts redundantly with PIN1 in inhibition of vein formation and connection.
Next, we asked whether PIN5 or PIN8 acted redundantly with PIN6 in PIN1-dependent inhibition of vein formation and connection. The vein network topology of pin1;5;6 was no different from that of pin1;6 ( Fig. 4), but the cardinality index of pin1;6;8 vein networks was higher than that of pin1;6 vein networks (Fig. 4), suggesting that PIN8 acts redundantly with PIN6 in PIN1-dependent inhibition of vein formation; by contrast, the connectivity index of pin1;6;8 vein networks was no different from that of pin1;6 vein networks (Fig. 4), suggesting that PIN8 has no function redundant to that of PIN6 in PIN1-dependent inhibition of vein connection. Because the vein network topology of neither pin6 nor pin8 differs from that of WT (Fig. 3b), but the cardinality index of pin6;8 vein networks is higher than that of WT (Fig. 3b), PIN6 and PIN8 also Fig. 4 Functions of PIN5 and PIN8 in PIN1/PIN6-dependent control of vein network topology. First leaves. Indices are expressed as mean ± SE. Difference between pin1;6;8 and pin1;6 cardinality indices was significant at P < 0.001 (***) by F-test and t-test with Bonferroni correction. Sample population sizes: pin1;6, 103; pin1;5;6, 104; pin1;6;8, 98; pin1;5;6;8, 109 have redundant functions in inhibition of vein formation that are independent of PIN1. Thus the enhancement of pin1;6 cardinality defects by PIN8 could be interpreted as the result of the simultaneous loss of the PIN1-dependent pathway and of the parallel, PIN6/PIN8-dependent, PIN1independent pathway-rather than evidence that PIN8 acts redundantly with PIN6 in PIN1-dependent inhibition of vein formation. However, we do not favor this interpretation because the cardinality defect of pin1;6;8 is much greater than the sum of the cardinality defects of pin1 and pin6;8.
We finally asked whether PIN5 acted redundantly with PIN6 and PIN8 in PIN1-dependent or PIN1-independent inhibition of vein formation. The vein network topology of pin1;5;6;8 was no different from that of pin1;6 ( Fig. 4) and that of pin5;6;8 was no different from that of WT (Fig. 3b), suggesting that pin5 suppresses the effects of pin6 and pin8 on PIN1-independent inhibition of vein formation. In agreement with interpretations of similar genetic interactions in other organisms (e.g., [58][59][60]), the most parsimonious account for our observations is that PIN5 promotes vein formation; that PIN6 and PIN8 redundantly and completely inhibit PIN5-dependent promotion of vein formation; and that these functions of PIN5, PIN6, and PIN8 are independent of PIN1. Further, because expression of PIN5 and PIN8 is initiated at post-formative stages of vein development [33] (Fig. 1), these genes most likely control vein formation indirectly-for example, through feedback on vascular precursor cells located in more-immature parts of the leaf (e.g., [25]; reviewed in [61,62]). Finally, because PIN5, PIN6, and PIN8 are expressed in non-overlapping sets of vascular cells (Fig. 2), the genetic interaction between these genes-as that between other genes expressed in mutually exclusive domains (e.g., [63][64][65][66][67] and references therein)presumably reflects underlying cell-cell interactions.
Redundant functions of PIN1, PIN6, and PIN8 in control of auxin distribution in developing leaves PIN1 inhibits vein formation, and PIN6 acts redundantly with PIN1 in inhibition of vein formation and with PIN8 in PIN1-independent inhibition of vein formation (Figs. 3  and 4). We asked whether such redundancy extended to control of auxin distribution in developing leaves, which is known to control vein formation [4,5,23,33,38,39,68]. To address this question, we imaged expression of the auxin reporter DR5rev::YFPnuc [33,36,69] in 4-DAG first leaves of WT, pin6;8, pin1, and pin1;6.
Thus our results suggest that the redundancy between PIN1, PIN6, and PIN8 that underlies control of vein formation extends to control of auxin distribution in developing leaves (see Conclusions).
Homologous and nonhomologous functions of PIN1 and PIN6 in vein network formation PIN6 acts redundantly with PIN1 in control of vein network geometry [33] and topology (Fig. 3b); however, the redundancy between PIN1 and PIN6 is unequal: the geometry and topology of pin6 vein networks are no different from those of WT vein networks but those of pin1 vein networks are, suggesting that PIN1 can provide all-or nearly all-the functions of PIN6 in vein network formation and that, by contrast, PIN6 is unable to provide all the functions of PIN1 in this process. Such unequal redundancy could reflect nonhomologous functions of PIN1 and PIN6 in vein network formation-a possibility consistent with the different localization of PIN1 and PIN6: PIN1 is predominantly localized to the PM [35], while PIN6 is predominantly localized to the ER [33]. On the other hand-at least in other organisms-redundant, homologous functions can be provided by proteins that are localized to different cellular compartments (e.g., [70,71] and references therein). Further, at least some of the functions of PIN1 in vein network formation depend on PIN1 expression in leaf epidermal cells [51,72]-leaf epidermal cells that fail, by contrast, to express PIN6 [33] (Fig. 1). Thus the unequal redundancy of PIN1 and PIN6 in vein network formation could alternatively be accounted for by their different expression domains.
We first asked whether PIN6 could provide functions in control of vein network geometry homologous to those of PIN1. The geometry of~15 % of the vein networks of RPS5A::PIN1 and RPS5A::PIN6, and-as previously reported [33]-of nearly 50 % of pin1 vein networks was abnormal (Fig. 6a-d). RPS5A::PIN1 shifted the spectrum of vein network geometries of pin1 toward the vein network geometry of WT but RPS5A::PIN6 failed to do so (Fig. 6a-d), suggesting that PIN6 is unable to provide functions in control of vein network geometry homologous to those of PIN1.
In addition to vein network formation, PIN6 acts redundantly with PIN1 in cotyledon patterning, and as in vein network formation, the redundancy between PIN1 and PIN6 in cotyledon patterning is unequal [33]. We thus asked whether PIN6 could provide functions in cotyledon patterning homologous to those of PIN1; our results (Additional file 5: Figure S4) suggest that it cannot.
Finally, RPS5A::PIN1 reverted the pin-shaped, sterile inflorescences of pin1 to WT-looking, fertile inflorescences but RPS5A::PIN6 failed to do so (Additional file 6: Figure S5), suggesting that PIN6 is unable to provide functions in inflorescence development homologous to those of PIN1.
In summary, PIN6 was unable to provide functions homologous to those of PIN1 in control of vein network geometry, vein formation, cotyledon patterning, and inflorescence development. Thus the unequal redundancy between PIN1 and PIN6 in these processes is unlikely to be the result of their different expression and might instead be accounted for by their nonhomologous functions-a conclusion consistent with the opposite effects of PIN1 and PIN6 on intercellular auxin transport [32]. By contrast, PIN6 was able to provide functions in vein connection homologous to those of PIN1, suggesting that PIN6 expression normally limits the ability of PIN6 to compensate for the effects of loss of PIN1 function in vein connection.
Homologous functions of PIN6 and PIN8 in PIN1-dependent vein-network formation PIN8 acts redundantly with PIN6 in PIN1-dependent control of vein network geometry [33] and vein formation (Fig. 4); however, the redundancy between PIN6 and PIN8 in PIN1-dependent control of vein network formation is unequal: the geometry and cardinality index of pin1;8 vein networks are no different from those of pin1 vein networks, but those of pin1;6 vein networks are; thus PIN6 can provide all the functions of PIN8 in PIN1-dependent control of vein network geometry and vein formation, but PIN8 is unable to provide all the functions of PIN6 in these processes. Further, PIN8 seems to have no function in PIN1/PIN6-dependent vein connection. The unequal functions of PIN6 and PIN8 in vein network formation could be accounted for by the different expression of PIN6 and PIN8 during vein development [33] (Figs. 1 and 2), but it could also reflect nonhomologous functions of PIN6 and PIN8 in this process.
We first asked whether PIN8 could provide functions in PIN1-dependent control of vein network geometry homologous to those of PIN6. As previously reported [33], the vein network geometry of MP::PIN6 and MP::PIN8 was no different from that of WT (Fig. 7a-e). By contrast, the geometry of nearly 60 % of pin1 vein networks was abnormal, and pin6 shifted the spectrum of vein network geometries of pin1 toward more severe phenotype classes [33] (Fig. 7a-e). The spectrum of vein network geometries of MP::PIN6;pin1;6 was no different from that of pin1 and that of MP::PIN8;pin1;6 was no different from that of MP::PIN6;pin1;6 ( Fig. 7a-e), suggesting that PIN8 can provide functions in PIN1dependent control of vein network geometry homologous to those of PIN6.
We next asked whether PIN8 could provide functions in PIN1-dependent control of vein network topology homologous to those of PIN6. Consistent with previous observations [33], MP::PIN6 and MP::PIN8 induced similar defects-as it frequently results from overexpression of genes with homologous functions (e.g., [78][79][80]): the cardinality and connectivity indices of both MP::PIN6 and MP::PIN8 vein networks were lower than those of WT vein networks (Fig. 7f), supporting that PIN6 inhibits vein formation and connection, and suggesting that PIN8 can inhibit vein connection in addition to vein formation. As reported above (Fig. 3b), the cardinality and connectivity indices of pin1 vein networks were higher than those of WT vein networks and those of pin1;6 vein networks were higher than those of pin1 vein networks (Fig. 7f). The vein network topology of MP::PIN6;pin1;6 was no different from that of pin1 and that of MP::PIN8;pin1;6 was no different from that of MP::PIN6;pin1;6 ( Fig. 7f), suggesting that PIN8 can provide functions in PIN1-dependent control of vein network topology homologous to those of PIN6.
In addition to PIN1-dependent vein-network formation, PIN8 acts redundantly with PIN6 in PIN1-dependent cotyledon patterning, and as in PIN1-dependent vein network formation, the redundancy between PIN6 and PIN8 in PIN1-dependent cotyledon patterning is unequal [33]. We thus asked whether PIN8 could provide functions in PIN1-dependent cotyledon patterning homologous to Phenotype classes I-III as in Fig. 6. e. Percentages of leaves in phenotype classes. Difference between pin1 and WT, and between pin1;6 and pin1 was significant at P < 0.001 (***) by Kruskal-Wallis and Mann-Whitney test with Bonferroni correction. Sample population sizes: WT, 53; pin1, 46; pin1;6, 42; MP::PIN6, 54; MP::PIN8, 49; MP::PIN6;pin1;6, 45; MP::PIN8;pin1;6, 60. f. First leaves. Indices are expressed as mean ± SE. Difference between pin1 and WT cardinality indices, between pin1;6 and pin1 cardinality indices, between MP::PIN6 and WT cardinality indices, between MP::PIN8 and WT cardinality indices, between pin1 and WT connectivity indices, between pin1;6 and pin1 connectivity indices, between MP::PIN6 and WT connectivity indices, and between MP::PIN8 and WT connectivity indices was significant at P < 0.001 (***) by F-test and t-test with Bonferroni correction. Sample population sizes as in (e). Bars: (a,b,d) 1 mm; (c) 0.25 mm those of PIN6; our results (Additional file 7: Figure S6) suggest that it can. In summary, PIN8 was able to provide functions homologous to PIN6 in PIN1-dependent vein network formation and cotyledon patterning. Thus the unequal redundancy between PIN6 and PIN8 is unlikely the result of nonhomologous functions and might instead be accounted for by their different expression. Just as the ER-PIN genes PIN6 and PIN8 redundantly control PIN1dependent vein network formation, the redundancy between the PM-PIN genes PIN1, PIN2, PIN3, PIN4, and PIN7 underlies-to varying extents-many other developmental processes (e.g., [37,52,[81][82][83][84]). In the development of embryos and roots, PM-PIN genes compensate for loss of one another's function by their ectopic expression in the domain of the gene whose function has been lost [82,84]. For example, in pin7 embryos PIN4 becomes expressed at earlier stages of development and in the domain in which PIN7 is normally expressed, thereby compensating for loss of PIN7 function [84]. By contrast, in the pin1;6 background PIN8 expression remains restricted to post-formative stages of vein development [33], supporting that PIN8 controls vein network formation by feeding back on vascular precursor cells located in more-immature parts of the leaf.
Functions of PIN5 in PIN6/PIN8-dependent control of vein network topology PIN6 has functions in control of vein network topology beyond control of PIN5 function (Fig. 4). We asked whether PIN5 could provide functions in control of vein network topology that are independent of control by PIN6 or PIN8.
To address this question, we used plants expressing PIN5 by the MP promoter (MP::PIN5) because the vein density of MP::PIN5 leaves is higher than that of WT leaves [33]. We reasoned that if PIN5 could provide functions that are independent of control by PIN6 or PIN8, at least some of the effects of MP::PIN5 on vein network topology should persist in the MP::PIN6 or MP::PIN8 backgrounds. By contrast, if all PIN5's functions depended on control by PIN6 or PIN8, the effects of MP::PIN6 or MP::PIN8 on vein network topology should mask those of MP::PIN5.
Consistent with previous observations [33], the cardinality index of MP::PIN5 vein networks was higher than that of WT vein networks (Fig. 8), supporting that PIN5 promotes vein formation. As reported above (Fig. 7), the cardinality and connectivity indices of MP::PIN6 and MP::PIN8 vein networks were lower than those of WT vein networks (Fig. 8). Because the vein network topology of MP::PIN5;MP::PIN6 was no different from that of MP::PIN6 and that of MP::PIN5;MP::PIN8 was no different from that of MP::PIN8 (Fig. 8), we conclude that no function of PIN5 escapes control by PIN6 or PIN8.

Conclusions
Vein network formation is redundantly, but nonhomologously, controlled by PIN1-mediated intercellular auxin transport and PIN6/PIN8-mediated intracellular auxin transport (Fig. 9a, b). How to account for such functional overlap? The "auxin canalization hypothesis" proposes that a positive feedback between auxin movement through a cell and localization of auxin efflux proteins to the site where auxin leaves the cell leads to the selection of cell files from within a field of cells; such cell files would become exposed to inductive levels of auxin, would differentiate into efficient auxin-transport canals-the veins-and would drain auxin from the surrounding areas [85,86]. Auxin drainage by developing veins would lower auxin levels in the surrounding areas below those levels which inhibit growth [87,88], growth would resume, and new fields of cells would be generated in which the whole process could be repeated [2].
The predictions of the auxin canalization hypothesis have been rigorously tested and are supported by computer simulation of mathematical models [89][90][91]; nevertheless, inconsistencies seem to exist between experimental evidence and hypothesis' predictions. For example, the hypothesis appears unable to predict the experimentally observed high levels of auxin in veins [68,69]; however, such levels could be, at least in part, the result of PIN1-mediated auxin transport toward sites of vein formation [41] (Figs. 5 and 9d), and of PIN6/ PIN8-mediated increase in auxin levels within developing vascular cells [29][30][31][32][33] (Fig. 5 and 9d). We suggest that because of the lower auxin levels in pin6;8 [29][30][31][32][33] (Fig. 5), auxin would be drained more efficiently in leaves of this background, leaf growth would resume sooner, and veins would form faster-a prediction supported by the faster formation of vein-associated domains of PIN1 expression in pin6;8 [33]-thus leading to the formation of networks of more veins (Fig. 9c). Because of the reduced intercellular auxin-transport in pin1 [92], auxin would accumulate for longer periods in leaves of this background before inducing efficient drainage canals, thereby exposing more cells to inductive levels of auxin-a prediction consistent with the broader domains of DR5rev::YFPnuc expression in pin1 (Fig. 5)-and thus leading to the formation of networks of more veins (Fig. 9c). Because of the additionally lower levels of auxin in pin1;6-suggested by the mimicry of pin1;6 defects by reduction of auxin levels in pin1 [33] and by the lower levels of DR5rev::YFPnuc expression in pin1;6 than in pin1 (Fig. 5)-auxin would accumulate for even longer periods before inducing efficient drainage canals, thereby exposing even more cells to inductive levels of auxin-a prediction consistent with the broader domains of DR5rev::YFPnuc expression in pin1;6 than in pin1 (Fig. 5)-and thus leading to the formation of networks of even more veins (Fig. 9c).
Closed veins form during leaf development from open-vein precursors that become connected with other vein precursors at both ends [12][13][14][38][39][40]. Accounting for the formation of closed veins has long been a challenge for the auxin canalization hypothesis (reviewed in [93][94][95][96][97]). Loss of function of PIN1 and PIN6 leads to a network of veins that are more frequently closed, and overexpression of PIN1, PIN6, or PIN8 leads to the opposite defect; thus-consistent with the observation that vein connections form at early stages of tissue development [12][13][14][38][39][40]-our results suggest that connection may be favored-or occur exclusively-between vein precursors that have yet to differentiate high auxintransport capacity or high auxin-transport-mediated auxin levels.

Definitions, usage and notations
We define a "vein" as a stretch of vascular elements that contacts another stretch of vascular elements at least at one end (Additional file 3: Figure S2). A stretch of vascular elements that fails to satisfy this requirement is referred to as a "vein fragment" (Additional file 3: Figure S2). We refer to a vein that contacts another vein or a vein fragment only at one end as an "open" vein, and to a vein that contacts vein fragments or other veins at both ends as a "closed" vein (Additional file 3: Figure S2).
We use "vein network geometry" to indicate a set of regularities in the shape and relative position of the veins in a network-e.g., whether the midvein is I-or Y-shaped, and whether the vein network outline is scalloped or smooth-irrespective of the topology of the vein network. We use "vein network topology" to indicate a set of features of a vein network-such as the number of veins and the proportion of closed veins-that are irrespective of the geometry of the vein network.
We use "::" to indicate transcriptional fusions-i.e. fusion of, for example, promoter A to gene B-and ":" to indicate translational fusions-i.e. fusion of, for example, gene A to gene B. We use semicolons to separate mutations and transgenes in second-and higher-order combinations.

Plants
Origin and nature of lines, genotyping strategies, and oligonucleotide sequences are in Additional file 1: Table S1, Additional file 8: Table S2, and Additional file 9: Table S3, respectively. Seeds were sterilized and germinated, and plants were grown and transformed as described in [98].

Imaging
Developing leaves were mounted and imaged as in [33]. Marker-line-specific imaging parameters are in Additional file 10: Table S4 and Additional file 11: Table S5. Mature leaves were fixed in 3:1 ethanol:acetic acid, rehydrated in 70 % ethanol and water, cleared briefly (few seconds to few minutes) in 0.4 M sodium hydroxide, washed in water, and mounted in 1:3:8 water:glycerol:chloral hydrate (Sigma-Aldrich Co. LLC, St. Louis, MO). Mounted leaves were imaged as in [99]. Image brightness and contrast were adjusted by linear stretching of the histogram with ImageJ (National Institutes of Health, Bethesda, MD). Images were cropped with Photoshop (Adobe Systems Inc. San Jose, CA) and assembled into figures with Canvas (ACD Systems International Inc. Victoria, Canada).

Analysis of vein network topology
We define a "touch point" (TP) as the point where a vein end contacts another vein or a vein fragment, an "end point" (EP) as the point where an open vein terminates free of contact with another vein or a vein fragment, and a "break point" (KP) as each of the two points where a vein fragment terminates free of contact with veins or other vein fragments (Additional file 3: Figure S2). Because it is impractical to determine the TP between a vein that exits a leaf and the vein system of the plant axis, or the KP in proximity of the vein system of the plant axis of a vein fragment that exits a leaf, we define an "exit point" (XP) as the point where a vein or a vein fragment exits the leaf lamina and enters the leaf petiole (Additional file 3: Figure S2), and equate an XP to a TP. The number of TPs, EPs, KPs, and XPs in dark-field images of cleared mature leaves was calculated with the Cell Counter plugin of ImageJ (National Institutes of Health).
A vein network can be understood as an undirected graph in which TPs, EPs, KPs, and XPs are vertices, and veins and vein fragments are edges. Because each vein is incident to two TPs, a TP and an XP, a TP and an EP, or an XP and an EP, the cardinality index-a measure of the size (i.e. the number of edges) of a graph-is a proxy for the number of veins and is calculated as: [(TP + XP − EP)/2] + EP, or: (TP + XP + EP)/2.
The continuity index quantifies how close a vein network is to a network with the same number of veins but in which at least one end of each vein fragment contacts a vein, and is thus calculated as the ratio of the cardinality index of the first network to the cardinality index of the second network: [(TP + XP + EP)/2]/[(TP + XP + EP + KP)/2], or: (TP + XP + EP)/(TP + XP + EP + KP).
The connectivity index quantifies how close a vein network is to a network with the same number of veins but in which both ends of each vein or vein fragment contact other veins, and is thus calculated as the ratio of the num-