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Polarimetric imaging microscopy for advanced inspection of vegetal tissues

Abstract

Optical microscopy techniques for plant inspection benefit from the fact that at least one of the multiple properties of light (intensity, phase, wavelength, polarization) may be modified by vegetal tissues. Paradoxically, polarimetric microscopy although being a mature technique in biophotonics, is not so commonly used in botany. Importantly, only specific polarimetric observables, as birefringence or dichroism, have some presence in botany studies, and other relevant metrics, as those based on depolarization, are underused. We present a versatile method, based on a representative selection of polarimetric observables, to obtain and to analyse images of plants which bring significant information about their structure and/or the spatial organization of their constituents (cells, organelles, among other structures). We provide a thorough analysis of polarimetric microscopy images of sections of plant leaves which are compared with those obtained by other commonly used microscopy techniques in plant biology. Our results show the interest of polarimetric microscopy for plant inspection, as it is non-destructive technique, highly competitive in economical and time consumption, and providing advantages compared to standard non-polarizing techniques. Van Eeckhout, A.; Garcia-Caurel, E.; Garnatje, T.; Escalera, J.C.; Durfort, M.; Vidal, J.; Gil, J.J.; Campos, J.; Lizana, A.

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Polarimetric imaging microscopy for advanced inspection of vegetal tissues

Author: Van Eeckhout, A.; Garnatje, T.; Campos, J.; Durfort, M.; Lizana, A.; Vidal, J.; Gil, J.J.; Garcia-Caurel, E.; Escalera, J.C.
Year: 2021
DOI: 10.1038/s41598-021-83421-8
Source: https://zaguan.unizar.es/record/99698/files/texto_completo.pdf
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Ƥ | (2021) 11:3913 | ǣȀȀǤȀͷͶǤͷͶ͹;ȀͺͷͻͿ;ǦͶ͸ͷǦ;͹ͺ͸ͷǦ;
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The inhe en p ope ies o ligh a e a signi ican sou ce o in o ma ion when used o p obe he p ope ies o
ege al issues1–17. In mic oscopy imaging, i is common o p epa e he samples o be s udied in e y hin sec-
ions o p e en mul iple sca e ing o ligh by he di e en issue s uc u es, which can deg ade image con as
and spa ial esolu ion. Thin sec ions o issues a e in gene al almos anspa en and e y di icul o isualize i
a con as enhancemen echnique is no applied. Chemical s aining is a e y popula app oach because o he
chemical speci ici y o dyes o a ge ed molecules in he issues. The phase con as echnique13 is a widely sp ead
app oach, which does no equi e any s aining, and which can inc ease con as o he hin sec ions p opo ion-
ally o he op ical hickness o he ege al s uc u es p obed.
The use o pola ized ligh o inc ease con as in images used o ege al issue cha ac e iza ion is also a
well-known app oach. Con as enhancemen o images o plan s uc u es is usually ob ained using pola ized
ligh , h ough he measu e o dich oism o bi e ingence18–25. Dich oism is ela ed o he pola iza ion-dependen
abso p ion o ligh by plan s uc u es and i is use ul o de ec speci ic molecules as well as o isualize how
hey a e o ganized in a h ee-dimensional amewo k. Dich oism is success ully used in many s udies de o ed
o e eal he o ganiza ion and concen a ion o chlo oplas s and ela ed o ganelles in plan species19,21. Bi e-
ingence is gene a ed ei he by aniso opic molecules (in gene al pa ially c ys allized mac omolecules) o by
non-iso opic o ganiza ion o non-necessa ily aniso opic mac omolecules. Bi e ingence has been success ully
used o cha ac e ize bi e ingen mac omolecules as cellulose, in ol ed in dis inc ypes o cell p ocesses, such as
cell de elopmen and aging18, p oduc ion o gua d cell p o oplas s19. Bi e ingence has also been used o s udy
he s uc u e o gua d cells hemsel es and hei ela ed s oma a20 o o in es iga e he cell wall composi ion in
phylogene ically dis an g oups o plan s21, and o s udy he s uc u e o ichomes22,23.
Pola ime ic mic oscopes used o plan inspec ion a e mos ly op imized o measu e dich oism o bi e-
ingence, bu o he pola ime ic ea u es, as depola iza ion, a e usually neglec ed. Depola iza ion a ises when
pho ons wi h di e en pola iza ion s a es incohe en ly each he same a ea o he de ec o . In plan s, depola i-
za ion is mainly caused by ligh sca e ed by cells, o ganelles, ex acellula s uc u es, and o he elemen s ha
may be loca ed wi hin he issue. Fo e y hin p epa a ions, sca e ing is usually low and depola iza ion e ec s
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ǡǡͿͷͷ͸ͶǡǤ͹Bo anical Ins i u e o Ba celona
ȋǡǦȌǡͶ;Ͷ͹;ǡǤͺǡƬǤ
 ǡ  ǡ Ͷ;Ͷ͸; ǡǤ ͻDepa men o Applied Physics, Uni e si y o
ǡͷ͸ǡͻͶͶͶͿǡǤ *email: albe .[email p o ec ed]
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Ƥ | (2021) 11:3913 | ǣȀȀǤȀͷͶǤͷͶ͹;ȀͺͷͻͿ;ǦͶ͸ͷǦ;͹ͺ͸ͷǦ;
www.na u e.com/scien i ic epo s/
a e usually dis ega ded, howe e , op ical cha ac e iza ion o plan s is no always pe o med in such condi ions.
To da e, he mos used app oach o accoun o depola iza ion in oduced by plan s is o measu e he so-called
deg ee o pola iza ion (DoP) o sca e ed ligh 26–29. Since DoP depends on he in insic cha ac e is ics o he
cons i uen s o plan s i is a pe inen and in o ma i e obse able o he s a e o a gi en specimen, eason why i
has been used in p eceding s udies. Howe e , a mo e gene al app oach, Muelle pola ime y has been sca cely
used in bo any24,25,30. The la e si ua ion is su p ising compa ed o he ex ensi e use and he s ill g owing in e es
o Muelle pola ime y o s udy ei he human o animal issues31–36.
The goal in he p esen manusc ip is o show ha Muelle pola ime y p o ides bo h, pola iza ion-based
and depola iza ion-based obse ables and ha bo h o hem can b ing in e es ing and independen in o ma ion
abou he physical p ope ies and s uc u e o ege al issues. Pola iza ion-based obse ables can be measu ed
wi h echniques o he han Muelle pola ime y, howe e , Muelle pola ime y has he ad an age compa ed o
o he expe imen al app oaches ha i p o ides all he pola iza ion-based obse ables and he depola iza ion-
based ones as he esul o a single measu emen . The p esen manusc ip is o be ead as a gene al p esen a ion
o imaging Muelle pola ime y applied o plan s and he e iden po en ial bene i s ha bo anis s can ob ain
when implemen ing i in hei cha ac e iza ion ou ines. This pape goes beyond he simple illus a ion o a case
s udy and compa es pola iza ion mic oscopy- ela ed images wi h mic oscopy images ob ained wi h s a e-o - he
a echniques commonly used o isualize and o cha ac e ize plan s. We demons a e how pola iza ion mic os-
copy is an excellen ool o cha ac e iza ion o ege al issues and plan sec ions. I is a pe ec complemen , and
in some cases is ad an ageous, o s anda d mic oscopy me hods, p o iding he po en ial o expand he ield o
op ical ins umen a ion o he s udy o plan s.

In his wo k we ha e conside ed lea es om a specimen o Epip emnum au eum (Linden & And é) G.S.Bun ing
belonging o he A aceae amily as a case o s udy. A pic u e o said specimen is shown in Fig.1a. Compa ison
o imaging pola ime y wi h o he ad anced echniques, such op ical mic oscopy, phase con as mic oscopy,
luo escen mic oscopy, highligh s he po en ial o pola ime y o plan inspec ion. These ad anced imaging
me hods ha will be discussed in he p esen s udy a e cu en ly used in bo any o plan inspec ion. Al hough
he selec ion is no an exhaus i e compila ion, i is mean o be ep esen a i e o he echniques used in he ield
and hey should be in e p e ed he e as a base o compa ison o help he eade o unde s and he po en ial and he
in e es o Muelle pola ime y. No e ha o he me hods could be men ioned bu a e no a ailable in his s udy,
as o ins ance, di e en ial con as mic oscopy (DIC) ha is a ele an ad anced cha ac e iza ion echnique,
and ha p esen s images like hose ob ained by phase con as mic oscopy bu emphasizing lines and edges o
he sample s uc u es by exploi ing he pola iza ion p ope ies o ligh 37. Figu e1b shows one o he lea es used
o he p esen s udy. The squa e inside he lea e highligh s he a ea ha was imaged using he abo e-lis ed
mic oscopic echniques. A desc ip ion o he plan used o he p esen s udy is ound a he Me hods sec ion.
Pola ime ic mic oscopic images o he Epip emnum au eum lea es we e aken wi h a mul imodal mic oscope
wo king in ansmission con igu a ion. The mic oscope can also be used in a way o ob ain images insensi i e o
he pola iza ion o ligh (s anda d op ical mic oscope). Mo e de ails o he mic oscope used can be ound in he
Me hods sec ion. An example o an image aken in non-pola ized mode o he lowe lea su ace o he lea can be
seen in Fig.2a. In he la e image i is possible o dis inguish he p esence o a ew epi helial cells, cha ac e ized
by hei ypical polygonal shape, and a gua d cell and i s ela ed s oma a. These cells a e loca ed jus a he lowe
su ace o he lea . In he image shown, he e is also possible o guess he p esence o an elonga ed s uc u e which
appea s blu ed because i is loca ed inside he lea , a a dis ance om he ocal egion longe han he dep h o
ocus o he objec i e used o ake he images. Because o he blu y and he lack o con as in said image, i is
no possible o pe cei e he de ails, o a leas , o unambiguously iden i y he na u e o he elonga ed s uc u e.
Figu e1. Plan specimen used o he p esen s udy: (a) Epip emnum au eum gene al iew; (b) one o he
measu ed Epip emnum au eum lea es.
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The same po ion o he lea was measu ed in pola ime ic mode and he Muelle ma ix image encoding he
pola ime ic esponse o he sample was ob ained. To ge u he physical in o ma ion om he measu ed Muelle
ma ix image, he la e was decomposed o ob ain a se o subsequen images o pola iza ion and depola iza ion
me ics. Conce ning depola iza ion, in his wo k i is used he depola iza ion index PΔ and a se o obse ables
(P1, P2 and P3) called indices o pola ime ic pu i y (IPPs) ha gi e indica ions abou he way ha a medium
depola izes ligh . Acco dingly, PΔ and IPPs a e sensi i e o classi y di e en mic oscopic elemen s acco ding o
hei abili y o depola ize he illumina ing ligh . I is wo h o no e ha PΔ is a global depola iza ion measu e
while IPP can dis inguish di e en depola iza ion aniso opies ha esul s in o he same PΔ alue. In e es ed
eade s can ound, in he Me hods sec ion and in he Supplemen a y in o ma ion, a de ailed desc ip ion o he
pola iza ion-depola iza ion obse ables and an algo i hm o deduce hem om Muelle ma ices.
Figu e2b–d show he images co esponding o PΔ, he i s IPP, P1, and he di e ence P2–P1, which p o ided
highly con as ed images. Conce ning pola iza ion p ope ies, Fig.2e shows he sinus o he linea e a dance,
which gi es in o ma ion abou he bi e ingence o s uc u es in he imaged a ea o he lea . In Fig.2b–e he
elonga ed shape o an inulin aphide can be also seen. Inulin is a ype o polysaccha ide which c ys allizes in
needle-shaped c ys als; he c ys als end o g oup oge he o o m aphides, which a e ound in pa enchymal
cells in some plan species. In such images, he edges o he aphide can be clea ly dis inguished, and he whole
s uc u e is highly con as ed wi h espec o he backg ound. In ac , in he case o P1 image (Fig.2c), he ed
squa e sec ion o he aphide, has an a e age P1 alue o 0.11 whe eas he g een squa e sec ion, co esponding o
he backg ound, has an a e age P1 alue o 0.29. A compac s uc u e such a aphide sca e s ligh di e en ly ha
he aqueous s uc u e o he su ounding media. The ac ha he alues o P1 a e well clus e ed in wo g oups
a ound 0.11 and 0.29 espec i ely, shows he abili y o he obse able P1 o dis inguish among di e en ypes o
ma e , which would no be possible unde non-pola ized ligh images. The case o P2–P1 channel in Fig.2d is
also exempla y. Acco ding o his obse able, he same sec ion o he aphide is cha ac e ized by alues a ound
0.13 whe eas he same sec ion o he backg ound cells shows he alue 0.02. To quan i y he image con as
be ween wo s uc u es in he image, he so-called isibili y has been used as a me ic. The isibili y is de ined
by he exp ession:
V
=

Is −Iback

/(Is +Iback) , wi h I
s
and Iback being he a e age signal in ensi ies o he
s udied biological s uc u e (in his case he aphide) and he backg ound cells espec i ely. Visibili y alues a e
be ween 0 (null con as ) and 1 (maximum con as ). In he analysed case, he isibili y o he image be ween he
aphide and he backg ound is V = 0.03 o he in ensi y image (Fig.2a), V = 0.24 o PΔ (Fig.2b), V = 0.41 o he
P 1 obse able, (Fig.2c) and a isibili y o V = 0.72 o P2-P1 case (Fig.2d). Visibili y alues o di e en obse ables
a e calcula ed o e he same ed and g een squa e sec ions (Fig.2c) and u he con as analysis, including he
s udy o he s anda d de ia ion o he in ensi y in hese egions, is p o ided in he Supplemen a y in o ma ion.
Figu e2. Pola ime ic analysis o a small piece o he Epip emnum au eum lea (ma ked wi h a whi e ec angle
in Fig.1b). Di e en images o an inulin aphide, si ua ed close o a s oma, a e p o ided, which we e ob ained
by using di e en channels: (a) In ensi y; (b) PΔ; (c) P1; (d) P2–P1; (e) The sinus o linea e a dance δ (s oma
highligh ed wi h a ed a ow); and ( ) Pseudocolou ed image encoding e a dance modulus and o ien a ion.
Pseudocolou ed image comp ises he linea e a dance o he sample (shown in o a whi e–black scale; adius o
he semi-ci cula colou scale), and he as axis o ien a ion ( ep esen ed wi h di e en colou s; pe ime e o he
semi-ci cula colou scale).
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No e ha he isibili y alues o depola izing obse ables a e signi ican ly be e han hose ob ained o he
pola iza ion insensi i e image. Rega ding he di e en depola izing obse ables, he isibili y o he aphide
is highe in he case o analysing P1 and P2–P1 han PΔ as he aphide depola izes ligh in an aniso opic way.
The e o e, aphides a e easie o iden i y when using hese IPPs obse ables han in he PΔ case.
Raphides a e no he only s uc u es which can be highligh ed hanks o pola ime ic mic oscopy. The e a e
o ins ance gua d cells and hei ela ed s oma a, which can also be isualized and cha ac e ized using bi e in-
gence. Bi e ingence in gua d cells is mos ly due o a p e e en ial alignmen o small cellulose mic o ib ils inside
hei walls. Young and heal hy gua d cells can show egula and in ense bi e ingen pa e n, on he con a y,
dead o non- unc ional gua d cells ha e dis ended walls, and show dis o ed o e y poo bi e ingence pa e ns.
The po ion o he lea shown in Fig.2a– con ains a s oma o abou ~ 50μm s oma al leng h close o he aphide.
Despi e o being bi e ingen , he isibili y o he s oma is lowe han ha o he aphide (also bi e ingen ) and
he e o e somehow sc eened by i in he colou scale chosen o ep esen Fig.2e.
While he s oma has a negligible dich oism, he aphide is cha ac e ized by 0.2 ad o linea dich oism,
which indeed appea ed o be o ien ed along he axis o said aphide. The linea dich oism in aphide may be
due o he aniso opic abso p ion o well aligned inulin c ys als which o m he aphide o o he non-iso opic
sca e ing which a enua es di e en ly ligh pola ized pa allel o pe pendicula o he majo axis o he aphide.
The esul s o a speci ic s udy o elucida e he o igin o dich oism in aphides is ou o he scope o he p esen
wo k bu will be p esen ed elsewhe e. Mo eo e , he non-iso opic sca e ing o ligh due o he elonga ed shape
o he c ys als may be a he o igin o he non-symme ic depola iza ion ha gi es ise o he highly con as ed
P 1 channel wi h espec o PΔ.
A colou encoding o ma is an app op ia e way o highligh di e en pola iza ion and depola iza ion sig-
na u es a once in he same image38. Fo ins ance, Fig.2 shows he sine o he e a dance, al eady shown in
Fig.2e, comple ed wi h he in o ma ion o he o ien a ion o he bi e ingence. In a second igu e, Fig.3a, i is
shown how colou encoding allows o u he isualiza ion o he s oma. The image co esponds o an a ea
o he lea , ee o aphides, whe e s oma, gua d cells and cell memb anes a e p esen . Colou encoding allows
o a clea di e ence be ween he memb anes o he gua d cells and he bounda ies o he s oma. The image in
Fig.3b co esponds o a zoomed iew o he a ea enci cled in Fig.3a and shows how he s uc u e o he s oma
( he po e egion) and he unde lying walls o he associa ed gua d cells can be clea ly dis inguished. No e ha
i is impossible o achie e a simila le el o di e en ia ion by using s anda d, non-pola ime ic, isualiza ion
echniques in mic oscopy wi h uns ained samples; see o ins ance Fig.2a. Wha is mo e, since he colou scale
in Fig.3b is ela ed o di e en o ien a ions o he bi e ingence, quan i a i e in o ma ion abou s ain spa ial
dis ibu ion can be ob ained om he image21.
Finally, we wan o highligh ano he ele an ad an age o pola ime ic imaging, he abili y o highligh
p ope ies and o imp o e isibili y o objec s which in s anda d condi ions o obse a ions may appea blu y
because hey a e ou o ocus. The la e is discussed h ough he ollowing example, in which he same lea was
used, bu obse ed wi h he co esponding ob e se ace poin ing o he imaging mic oscope objec i e ( he oppo-
si e ace han in p e iously discussed examples). A egion o in e es was selec ed in which a aphide was p esen
in he ield o iew, bu ins ead o ocusing on he aphide (inside he lea ) he image was ocused on he su ace
o he lea . Acco dingly, in Fig.4a, i is shown an image aken unde unpola ized ligh o illus a e how he scene
is iewed unde s anda d isualiza ion condi ions. In his image, he epide mal cell walls a e clea ly isible and
he aphide appea s so ou o ocus and blu y ha i is ba ely iden i iable. The isibili y o he aphide is V ~ 0
( he isibili y is calcula ed by using he associa ed ed and g een squa ed egions o Fig.4b). Howe e , when
he same egion o he lea is measu ed using pola ime y in iden ical imaging condi ions, he p esence o he
aphide is clea ly e ealed in he P2–P1 channel Fig.4b, wi h isibili y equal o 0.67. The same image allows o
he obse a ion o he cell walls which a e also con as ed espec o a black backg ound. Cell walls and aphide
a e isible because bo h sca e ligh mo e e icien ly han he bulk o he cell, and, he e o e hey c ea e mo e
ligh depola iza ion. E en hough he aphide emains ou o ocus, i canno be, by any means, o e looked. We
Figu e3. Pseudocolou ed image o a collec ion o s oma a and he zoomed image o a gi en s oma a e shown
in (a) and (b), espec i ely. The pseudocolou ed image comp ises he linea e a dance in o ma ion o he
sample (shown in o a whi e–black scale; adius o he semi-ci cula colou scale), and he as axis o ien a ion
( ep esen ed wi h di e en colou s; pe ime e o he semi-ci cula colou scale).
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hink ha he abili y o pola ime ic imaging o showing he p esence o s uc u es, e en being ou o ocus, is
a majo ad an age as i allows o he iden i ica ion o biological s uc u es loca ed a di e en axial planes. The
la e pe mi s imaging o a gi en egion a he ocal plane wi hou loss o esolu ion while e ealing some ou o
ocus s uc u es a he same ime. This could be help ul o use s wi hou ap io is ic in o ma ion o samples, as
pola ime ic con as shows o be e y use ul o de ec ele an s uc u es which may be ou o ocus.
So a , in his sec ion we ha e seen he imp o emen associa ed o pola ime ic imaging mic oscopy, wi h
special men ion o he IPPs channels, when compa ed wi h s anda d mic oscopy. Howe e , o he mic oscopy
echniques a e well-s ablished in biopho onics applica ions. Fo he sake o comple eness, we include he e a se
o images aken om he same sample specimen, he Epip emnum au eum lea , ob ained using wo o he main
op ical mic oscopy echniques used in bo anic: phase con as mic oscopy and luo escence mic oscopy.
Phase con as mic oscopy allows o he obse a ion o uns ained cells13 and i is especially use ul o explo e
li ing cells in eal ime because i does no need he e alua ion o mul iple images as in pola ime y. Phase con-
as measu es di e ences in he global phase o a ligh beam be ween adjacen zones in he sample unde exami-
na ion which a e c ea ed by small a ia ions in hickness and densi y ( e ac i e index) among hose zones. In
phase con as mic oscopy, bi e ingence is no needed o c ea e a isible con as be ween wo a eas o a sample.
Phase con as images o an almos anspa en and non-con as ed objec gi e o he human eye he imp ession
o a shaded h ee-dimensional objec . The la e implies a signi ican imp o emen in he pe cep ion o he sam-
ple, and i is in pa wha is behind he success o his echnique. Rep esen a i e images o s oma a and aphides
imaged wi h he phase con as mic oscope a e shown in Fig.5a,b, espec i ely. The lea piece was imaged using
a comme cial Olympus Fluo iew 1000 phase con as mic oscope desc ibed in he Me hods sec ion. Whe eas
he s oma a a e clea ly isible in he phase con as mic oscopy image (Fig.5a), wi h a isibili y o V = 0.38 (V is
calcula ed o e he pu ple and yellow egions o Fig.5a ep esen ing he s oma a and backg ound espec i ely),
he aphides we e no so-well con as ed, p esen ing a isibili y educed o V = 0.14 (V is calcula ed o e he ed
and g een squa ed egions o Fig.5a ep esen ing he aphide and backg ound espec i ely). In Fig.5b, he loca-
ion o a aphide is highligh ed by a iole ellipse o help o isualiza ion. In his example, pola ime ic images
p oduce mo e con as ed and mo e speci ic images han phase mic oscopy. Phase con as pe o med less well
han pola ime y, especially in he case o images o aphides, because he ligh sca e ed by aphides depends
on he pola iza ion o he inciden ligh and phase con as mic oscopy is unable o see ha phenomena as i
illumina es he sample wi h unpola ized ligh . Mo eo e , colou encoding s a egies o enhance image con as
and isibili y can be applied in pola ime ic imaging because pola ime y consis s in mul iple independen
channels o in o ma ion whe eas in phase-con as mic oscopy he in o ma ion is es ic ed o only one chan-
nel. A second eason why phase con as pe o med less well han pola ime y in he example discussed he e is
he ac ha he sample was no hin, i.e., limi ed o a single monolaye o cells. In hese ci cums ances, phase
shi s la ge han 2π can cumula e and p oduce g ey scales which do no linea ly ela e o a ia ions in sample
hickness o densi y, he e o e deg ading he pe o mance o he echnique. Phase con as and pola ime y can
be complemen a y because hey can be used in non-s ained samples. In pola ime y, some channels a e speci ic
o he mani es a ion o a p ope y in he sample, such as e a da ion o dich oism. In his way, while phase-
con as p o ides an enhanced iew o he idimensional con o ma ion o he objec , pola ime ic obse ables
can highligh aspec s ela ed o ce ain speci ic p ope ies o he sample.
Images o he same a eas o he lea explo ed unde phase con as imaging we e aken wi h he same Olympus
Fluo iew 1000 comme cial mic oscope p e iously ci ed, ope a ed in luo escen mode. The use o speci ic dyes
selec ed o link o he molecules ha a e o in e es o he obse a ions, makes luo escence mic oscopy a highly
speci ic and highly esol ed echnique. By using wo di e en luo escen dyes, images o well con as ed and
di e en ia ed s oma a (Fig.5c) and aphide (Fig.5d) we e ob ained. Al hough he isualiza ion o he aphide
s uc u e is compa able wi h ha ob ained by using pola ime ic channels (Fig.2b–d), he s oma image shows
Figu e4. Figu e (a) shows he in ensi y image o an inulin aphide ou o ocal plane (de ocused). The
co esponding image ob ained by using he P2–P1 channel is p o ided in (b).

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some cha ac e is ics and de ails which canno be eached by pola ime ic means (Fig.5c). Howe e , some physi-
cal in o ma ion p o ided by pola ime ic images is no p esen in luo escence image, such as mechanical s ess
(which in u n c ea es bi e ingence) ha may occu in cell walls. Pola ime ic and luo escence echniques a e
compa ible in he sense ha bo h can be applied o s ained samples. S aining may enhance pola ime ic p op-
e ies, in pa icula dich oism, in places whe e he dye links o he molecules o he sample because in many
cases dyes a e aniso opic and dich oic. Fluo escence mic oscopy wo ks well wi h samples p epa ed as e y hin
sec ions made o a monolaye o cells. Fo ela i ely hick samples, like he one used he e, he ligh emi ed by
dyes can be sca e ed wi hin he issue and hen o end up by deg ading he spa ial esolu ion o he images i a
con ocal con igu a ion is no used. Wo king wi h hick samples is no a p oblem in pola ime y, p o ided ha
an adequa e sepa a ion be ween pola iza ion and depola iza ion channels can be done as shown in his wo k.
Finally, he alidi y o he analysis pe o med on he Epip emnum au eum lea es by pola ime ic me hods
is con i med by high esolu ion images om scanning elec on mic oscopy (SEM) aken on he same lea es o
he same plan . F om SEM images, we obse ed a concen a ion o inulin aphides which a e in ag eemen in
size and shape o he s uc u es obse ed in Fig.2b–d and iden i ied as aphides. An elec on mic oscope image
showing a ep esen a i e inulin aphide in he s udied Epip emnum au eum plan is shown in Fig.6a. Ano he
inulin aphide is shown in Fig.6b, bu he size o his aphide canno be well de e mined because i was b oken
du ing he sample p epa a ion. P epa ing he sample wi hou damaging he aphides is e y challenging and
equi es a high deg ee o echnical expe ise. The images p o ided by SEM also con i m he p esence o s oma a
p e iously shown in Figs.2, 3 and 5. Two s oma a wi h open and closed po es espec i ely a e shown in Fig.6c,d.
The p esence o o he s uc u es, no de ec ed by p e ious me hods, such as inny sal c ys als which a e obse ed
abo e and a ound he s oma a po es can also be obse ed due o high esolu ion o SEM.

The p esen pape highligh s he in e es o pola ime ic mic oscopy o he s udy o an Epip emnum au eum
lea , bu he sui abili y o pola ime ic me hods he e discussed was also obse ed by us in di e en specimens o
Hede a ma occana McAll., Spa hiphyllum sp., Hibiscus sy iacus L., Pho inia × ase i D ess, P unus dulcis (Mill.)
D.A.Webb, A um i alicum Mill., Hede a helix L., and Vi is ini e a L. Fo comple eness, mic oscopic pola ime -
ic images o He ede a Helix and Vi is ini e a a e p o ided in he Supplemen a y in o ma ion as illus a i e
examples. In he case o he Epip emnum au eum, pola ime ic channels clea ly show he p esence o aphides
and s oma a in he plan . S oma a play an impo an ole in he in e ac ion be ween plan s and en i onmen 39.
Figu e5. Images o Epip emnum au eum s oma a ob ained wi h a phase (a) and a luo escence (c) mic oscope.
Images o an Epip emnum au eum inulin aphide, ob ained wi h he same phase and luo escence mic oscopes
(b,d), espec i ely.
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Ƥ | (2021) 11:3913 | ǣȀȀǤȀͷͶǤͷͶ͹;ȀͺͷͻͿ;ǦͶ͸ͷǦ;͹ͺ͸ͷǦ;
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These s uc u es egula e gas exchange and wa e loss in plan s, being bo h key p ocesses in a con ex o inc ease
o CO2 a mosphe ic concen a ion and wa e s ess p oduced by ex eme d ough s. Despi e he con as ing
esponses o s oma a o clima e change40, he s udy o hese s uc u es in li ing plan s is especially ele an in
he cu en scena io o de e mine he plan p oduc i i y by analysing i s wa e use e iciency41. Measu emen s
o s oma a a e ypically conduc ed using a silicon ubbe imp ession echnique42 ollowed by a posi i e eplica
o he imp ession ma e ial made by using nail a nish43. Pola ime y is p esen ed as a non-con ac al e na i e
echnique ha is as e and easie o implemen . Mo eo e , pola ime y b ings new in o ma ion ela ed wi h he
dis ibu ion o bi e ingence, p obably due o mechanical s ain, in he s oma a cell walls21.
Raphides a e p esen in many plan species, hei abundance and mo phology (size, shape…) p esence
oge he wi h he c ys al s uc u e and mo phology seems o be cha ac e is ic o axonomic g oup o plan s.
These s uc u es, which may be pa o he de ence mechanism o he plan due o hei oxici y, a e pa icula ly
equen in he A aceae amily. They a e used in ood and pha ma indus ies44,45 and hey ha e se e al medicinal
applica ions, hough hey can also cause se e al side e ec s. In addi ion, he s udy o he aphides can be used
in he cha ac e iza ion o some plan species and in hei sys ema ic classi ica ion46 and o in o m abou he
oxici y o wild edible plan s included in e ie al s a egies47. Elec on mic oscopy is ou inely used o obse e
he c ys als in de ail, bu he echnique equi es speci ic sample p epa a ion. Pola ime y is p esen ed as a non-
in asi e echnique wi h an easie implemen a ion.
The esul s shown in his a icle ha e been selec ed o illus a e he p esence o di e en pola iza ion and
depola iza ion esponses in plan issues and he e o e how hey can be used o cha ac e ize plan sec ions o
speci ic ege al s uc u es. Raphides a e cha ac e ized by a well-de ined depola izing and dich oic esponse, and
s oma a by hei e a dance. These cha ac e is ic pola ime ic esponses allow o an easy iden i ica ion o he
men ioned s uc u es (Figs.2, 3 and 4), while being almos in isible o he mos used op ical ins umen a ion
echniques. The e o e, i has been shown how pola ime ic imaging p o ides e y p ac ical and use ul ools ha
allow o he isualiza ion o some plan cha ac e is ics no obse ed when s anda d non-pola ized images a e
used. In addi ion, pola ime ic me hods can e eal some s uc u es hidden because hey a e ou o ocus bu
ha e a dis inc pola ime ic esponse (Fig.4). Al hough elabo a e sample p epa a ion, such as clea ing, ixing,
cu ing, o moun ing can o cou se help o imp o e image quali y, hey a e no manda o y o do pola ime ic
imaging, which g ea ly simpli y he sample handling and cha ac e iza ion p ocedu es.
Figu e6. Scanning elec on mic og aph showing he ul as uc u e o a bunch o inulin aphides (a) and (b) in
he pa enchyma cell o he s udied Epip emnum au eum lea . S oma ul as uc u e is also shown wi h an open
(c) and closed (d) po e.
;
Vol:.(1234567890)
Ƥ | (2021) 11:3913 | ǣȀȀǤȀͷͶǤͷͶ͹;ȀͺͷͻͿ;ǦͶ͸ͷǦ;͹ͺ͸ͷǦ;
www.na u e.com/scien i ic epo s/
Thanks o he sensi i i y o pola iza ion o speci ic p ope ies which a e gene ally loca ed in well-de ined pa s
o plan , pola ime y can be complemen a y o e en mo e use ul han o he s anda d cha ac e iza ion echniques.
In ac , pola ime y can be combined wi h o he op ical echniques wi hin he same op ical ins umen 35. As
an impo an ad an age, pola ime ic me hods can p o ide unique physical in o ma ion, as was he case o he
non-homogeneous physical p ope ies o he s oma e ealed by pola iza ion (Fig.3a,b), ha was hidden when
using any o he o he me hods desc ibed in his manusc ip , including elec on mic oscopy.
The images p o ided by SEM (Fig.6) con i m he esul s ob ained by using pola ime ic mic oscopy. Elec-
onic images p o ide he bes isualiza ion o plan s uc u es, when compa ed wi h op ical echniques p e i-
ously discussed. Howe e , op ical, in pa icula pola ime ic me hods a e much mo e accessible han elec onic
mic oscope and could be used o dynamic applica ions (snapsho image s). Pola ime e s a e based on compac
(an e en ually po a i e) op ical con igu a ions48, which can be used o ou doo s measu emen s.
Summa izing, he esul s p o ided in his manusc ip illus a e he po en ial o Muelle pola ime ic mic os-
copy o plan cha ac e iza ion and bo anical applica ions, and also hey illus a e he bene i s o he ecen ly
de ised depola iza ion-based obse ables in complemen o he commonly used pola iza ion-based ones. Muelle
pola ime y p o ides complemen a y in o ma ion no accessed using o he op ical echniques, as phase con as
o luo escen mic oscopy. Elec on mic oscopy p o ides images wi h high esolu ion bu is less p ac ical han
pola ime y o o he op ical me hods. Mo eo e , pola ized ligh mic oscopy is a non-in asi e echnique (as i is
he case o luo escen mic oscopy) and can be combined wi h o he op ical echniques in he same ins umen
jus by including e y easible se ups (pola ime e s) in he common pa h o s anda d op ical mic oscope se up. In
addi ion, some image pola ime e a chi ec u es a e e y compac 48 and can be used ou doo s, hus being alid o
pe o m insi u and in i o measu emen s o plan s. Unde his scena io, we hink ha Muelle pola ime y is a
e y in e es ing and p omising echnique o be used alone o in complemen o o he app oaches o s udy plan s.

Ǥ We measu ed a lea o Epip emnum au eum (Linden & And é) G.S.Bun ing, which
is a synonym o Po hos au eus Linden & And é. This species, belonging o he A aceae amily, occu s in o es s
om Sou heas Asia o opical Aus alia. The adul lea es a e usually pe o a ed and o en ha e anslucen
spo s along he mid ib. These e e g een climbing plan s a e cul i a ed o hei a ac i e oliage. A he ba ium
ouche o he s udied species is deposi ed in he He ba ium o he Bo anical Ins i u e o Ba celona (BC843412).
An image o he measu ed Epip emnum au eum is gi en in Fig.1a. The lea measu ed is shown in Fig.1b.
Ǥ Pola iza ion o ligh is in gene al modi ied when i in e ac s wi h ma e ial
media. The o malism ollowed in his wo k o desc ibe he pola ime ic modi ica ions is he Muelle ma ix
app oach. Wi hin his app oach, he s a es o pola iza ion o ligh a e ep esen ed by means o ou eal pa am-
e e s, which a e he componen s o he so-called S okes ec o . The physical meaning o he ou componen s
o he S okes ec o is ela ed o he ellip ici y, ε, and he azimu h, θ, o he pola iza ion ellipse49. The pola iza-
ion ellipse is he ajec o y ollowed by he end poin o he elec omagne ic ield when ligh p opaga es in a
gi en media. Acco dingly, he modi ica ion o he pola iza ion s a e p oduced du ing ligh -ma e in e ac ions is
desc ibed by using a 4 × 4 ma ix called he Muelle ma ix, in such a manne ha he S okes ec o o he ou pu
ligh is gi en by he p oduc o he Muelle ma ix and he S okes ec o o he inpu ligh .
The de e mina ion o he expe imen al Muelle ma ix equi es he use o a Muelle pola ime e , which
measu es he pola ime ic cha ac e is ics o he sample by con olling he pola iza ion o he illumina ion ligh
and analysing he s a e o pola iza ion o he ligh e en ually modi ied du ing he ligh -ma e in e ac ion.
The de e mina ion o a Muelle ma ix is ob ained om a se o adiome ic measu emen s esul ing om he
illumina ion o he sample wi h ligh p epa ed in di e en pola iza ion s a es, and he subsequen analysis o
he pola iza ion o imaged (o de ec ed) ligh beam. This si ua ion is ma hema ically desc ibed by means o he
ollowing exp ession:
whe e I is a n × n ma ix composed by he measu ed in ensi ies, MSample is he 4 × 4 Muelle ma ix o he sample,
SPSG is a 4 × n ma ix whose n columns ep esen he S okes ec o s o he di e en pola iza ion s a es used o
illumina e he sample, and SPSA is a n × 4 ma ix whose ows p o ide he n di e en ansposed S okes ec o s
which ep esen he se o analysis pola iza ion s a es o e which he pola iza ion s a e eme ging om he sample
is p ojec ed o be analyzed. The Muelle ma ix can be de i ed om he Eq.(3) by calcula ing he pseudoin e se
o he analyze and he illumina ion ma ices ( ˜
S
−1
P
SA
and ˜
S
−1
P
SG
) his leading o he ollowing ela ion,
A leas ou illumina ing and analyzed s a es a e needed o measu e he ull Muelle ma ix. The e o e, a
leas 16 measu emen s a e equi ed o ully de e mine MSample.
Ǥ In he wo k p esen ed he e, we make use o di e en pola i-
me ic me ics o analyze he op ical esponse o ege al samples. These me ics a e calcula ed om he expe i-
men al Muelle ma ix and hey a e ela ed o he main pola ime ic con en o he sample, i.e., dia enua ion,
e a dance and he deg ee o depola iza ion. Al hough a ew me ics can be di ec ly ga he ed om he Muelle
ma ix, such as he dia enua ion D, o he me ics can be ob ained a e decomposi ion o he Muelle ma ix
o a se o simple ma ices. The e a e di e en ypes o ma ix decomposi ion schemes, such as p oduc , sum
and di e en ial50,51 ones, each decomposi ion is adap ed o pa icula and well-de ined expe imen al condi ions.
(1)
I
=SPSAMSampleSPSG
,
(2)
MSam
p
le =˜
S−1
PSAI
˜
S−1
PSG
.
Ϳ
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Ƥ | (2021) 11:3913 | ǣȀȀǤȀͷͶǤͷͶ͹;ȀͺͷͻͿ;ǦͶ͸ͷǦ;͹ͺ͸ͷǦ;
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Acco dingly, he choice o one o ano he decomposi ion scheme mus conside he expe imen al condi ions
and he sample s uc u e. In he con ex o he p esen wo k a p oduc decomposi ion known as Lu-Chipman
decomposi ion49,50 was used o ob ain he pola ime ic p ope ies om expe imen al da a. In gene al, he pola-
ime ic p ope ies de i ed om di e en decomposi ions may di e o each o he , he la e being due o he
non-commu a i i y o he di e en algeb aic ope a ions needed o be done in o de o implemen he decom-
posi ion. Be o e doing a inal choice o p esen he da a o his wo k, he pola ime ic da a ob ained wi h he
Lu-Chipman decomposi ion, he symme ic decomposi ion and he di e en ial decomposi ion we e compa ed.
Fo he case analysed in his a icle i was ound ha all he decomposi ions es ed p o ided equi alen esul s.
The choice o he Lu-Chipman decomposi ion was done because i p o ided sligh ly be e esul s in e ms o
nume ical noise compa ed o he symme ic decomposi ion, and because i can be applied o measu emen s in
ansmission and e lec ion con igu a ions, con a ily o he di e en ial decomposi ion, only alid o measu e-
men s in ansmission.
The Lu-Chipman decomposi ion desc ibes he Muelle ma ix as a p oduc o h ee 4 × 4 eal ma ices sepa-
a ing he main pola ime ic in o ma ion encoded in M,
whe e MΔ ep esen s a depola ize , MR, a gene alized e a de , and MD is a gene alized dia enua o . These ma i-
ces can be used o ob ain he alues o he linea and ci cula e a dance and he linea and ci cula dich oism.
Mo eo e , he o ien a ion o he axis de ining linea e a dance and dich oism can also be ob ained om ma ices
MR and MD, espec i ely. The de ails abou he implemen a ion o he Lu-Chipman decomposi ion ha e been
la gely discussed in he li e a u e and a e included in he ex ended in o ma ion sec ion o eade ’s con enience.
To cha ac e ize he depola izing con en o he bo anical samples, in his s udy i is discussed he use o
a ull depola iza ion space ins ead o a single obse able. A depola iza ion space is an abs ac ma hema ical
space made o h ee o mo e depola iza ion- ela ed me ics which a e no ully independen bu ela ed o each
o he . A depola iza ion space gi es in o ma ion no jus on how much ligh is depola ized bu also on how i
is depola ized by he sample. The de ini ion o a depola iza ion space is no unique52,53 and a choice mus be
done based on mul iple c i e ia such as disc imina ion powe be ween depola iza ion me ics, compu a ion
ime, adequacy o he physical p oblem ea ed among o he s54. The depola iza ion space used in his wo k is
composed by he IPPs55, which can be di ec ly deduced om he measu ed Muelle ma ix o he sample. The
se o IPPs is composed o h ee eal magni udes labelled as P1, P2, and P3 (wi h alues om 0 o 1 each) de ined
as espec i e combina ions o he ou eigen alues ( aken in dec easing o de λ0 ≥ λ1 ≥ λ2 ≥ λ3) o he co a iance
ma ix H which is associa ed wi h he Muelle ma ix, M55.
IPP pa ame e s a e es ic ed by he ollowing inequali ies55,
The idea behind IPPs is ha he esponse o any depola ize can be syn hesized as he incohe en sum o ou
componen s wi h di e en weigh s, which a e egula ed by he IPPs50,56. Acco dingly, P1 is associa ed wi h he
ela i e po ion o a non-depola izing componen , P3 wi h he po ion ha is no ully depola ized, and P2–P1
measu es he ela i e po ion o a pa allel componen composed o an equip obable mix u e o wo non-depo-
la izing elemen s50. In his con ex , IPPs allows o he di e en ia ion be ween di e en ypes o depola ize s56,57,
o , in o he wo ds, be ween di e en ypes o depola iza ion mechanisms, which may un eil di e ences among
he s uc u es and o gans in he sample issue. In con as o he IPP, which p o ide comple e quan i a i e in o -
ma ion o depola iza ion, he depola iza ion index PΔ58, commonly used in he pola ime ic communi y, only
p o ides an o e all measu e o he depola izing powe o he sample. No e ha PΔ can e en ually be calcula ed
om he IPPs as55,
Ǥ The op ical mic oscope is he same used in he pola ime ic mic oscope (desc ibed
below), bu wi hou he co esponding PSG and PSA.
Ǥ Pola ime ic images (Figs.2, 3 and 4) we e ob ained wi h a mul imodal mic o-
scope pola ime e . The mul imodal mic oscope is an inno a i e pola ime ic imaging sys em ha can be ope -
a ed in wo imaging modes, he eal plane, and he Fou ie plane (also called conjuga e space plane). In eal
plane imaging mode, he mic oscope p oduces images o he s udied sample, while in Fou ie imaging mode he
images co espond o he angula dis ibu ion o ligh ansmi ed o sca e ed by he sample. The ins umen
is coupled o a whi e ligh LED as a sou ce, ollowed by a na ow-band spec al il e cen ed a a wa eleng h o
533nm wi h a spec al wid h o 15nm. The mic oscope is moun ed in ansmission con igu a ion; he sample
is loca ed be ween wo iden ical mic oscope objec i es (one o imaging and ano he o illumina ion). The
mic oscope objec i es can be selec ed among di e en magni ica ions; 50×, 20×, o 5 × depending on he needs
o a speci ic esolu ion and a nume ical ape u e o a desi ed image.
(3)
M
=
M

MRM
D
,
(4)
P1≡

0−

1
H,P2≡

0+

1−2

2
H,P3≡

0+

1+

2−3

3
H.
(5)
0
≤
P
1≤
P
2≤
P
3.
(6)
P
=
1
√
32P2
1+
2
3
P2
2+
1
3
P2
3.