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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Transpl. Int.</journal-id>
<journal-title>Transplant International</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Transpl. Int.</abbrev-journal-title>
<issn pub-type="epub">1432-2277</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">14747</article-id>
<article-id pub-id-type="doi">10.3389/ti.2025.14747</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Health Archive</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Enhanced Kidney Targeting and Distribution of Tubuloids During Normothermic Perfusion</article-title>
<alt-title alt-title-type="left-running-head">Montagud-Marrahi et al.</alt-title>
<alt-title alt-title-type="right-running-head">Tubuloid Delivery Using Normothermic Perfusion</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Montagud-Marrahi</surname>
<given-names>Enrique</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2099988/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rodriguez-Gonzalo</surname>
<given-names>Adriana</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>L&#xf3;pez-Aladid</surname>
<given-names>Rub&#xe9;n</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Luque</surname>
<given-names>Yosu</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rabad&#x00E1;n-Ros</surname>
<given-names>Ruben</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2161116/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cuadrado-Payan</surname>
<given-names>Elena</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1979078/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ba&#xf1;&#xf3;n-Maneus</surname>
<given-names>Elisenda</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rovira</surname>
<given-names>Jordi</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/842686/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lazo-Rodr&#xed;guez</surname>
<given-names>Marta</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Aguil&#xe0;</surname>
<given-names>Oriol</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Arana</surname>
<given-names>Carolt</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Garc&#xed;a-Busquets</surname>
<given-names>Ainhoa</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hierro</surname>
<given-names>Natalia</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Prudhomme</surname>
<given-names>Thomas</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Musquera</surname>
<given-names>Mireia</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xia</surname>
<given-names>Yun</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Diekmann</surname>
<given-names>Fritz</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1268950/overview"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Campistol</surname>
<given-names>Josep M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Ram&#xed;rez-Bajo</surname>
<given-names>Maria Jos&#xe9;</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Kidney Transplant Unit, Nephrology and Kidney Transplantation Department, Hospital Clinic of Barcelona</institution>, <addr-line>Barcelona</addr-line>, <country>Spain</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Laboratori Experimental de Nefrologia i Trasplantament (LENIT), Fundaci&#xf3; per a la Recerca Biom&#xe8;dica - Institut d&#x2019;Investigacions Biom&#xe8;diques August Pi i Sunyer</institution>, <addr-line>Barcelona</addr-line>, <country>Spain</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Red de Investigaci&#xf3;n Cooperativa Orientada a Resultados en Salud (RICORS 2040)</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Sorbonne Universit&#xe9; - Inserm UMRS_1155</institution>, <addr-line>Paris</addr-line>, <country>France</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Assistance Publique Hopitaux de Paris. Soins Intensifs Nephrologiques et Rein Aigu, Departement de Nephrologie, Hopital Tenon</institution>, <addr-line>Paris</addr-line>, <country>France</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Group of Metabolism and Genetic Regulation of Disease, UCAM HiTech Sport &#x26; Health Innovation Hub, Universidad Cat&#xf3;lica de Murcia</institution>, <addr-line>Murcia</addr-line>, <country>Spain</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Nantes Universit&#xe9;, CHU Nantes, INSERM, Centre for Research in Transplantation and Translational Immunology, UMR 1064</institution>, <addr-line>Nantes</addr-line>, <country>France</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Urology Department, Hospital Clinic of Barcelona</institution>, <addr-line>Barcelona</addr-line>, <country>Spain</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Lee Kong Chian School of Medicine, Nanyang Technological University</institution>, <addr-line>Singapore</addr-line>, <country>Singapore</country>
</aff>
<author-notes>
<corresp id="c001">&#x2a;Correspondence: Enrique Montagud-Marrahi, <email>montagud@clinic.cat</email>; Fritz Diekmann, <email>fdiekman@clinic.cat</email>
</corresp>
<fn fn-type="equal" id="fn001">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>38</volume>
<elocation-id>14747</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Montagud-Marrahi, Rodriguez-Gonzalo, L&#xf3;pez-Aladid, Luque, Rabad&#x00E1;n-Ros, Cuadrado-Payan, Ba&#xf1;&#xf3;n-Maneus, Rovira, Lazo-Rodr&#xed;guez, Aguil&#xe0;, Arana, Garc&#xed;a-Busquets, Hierro, Prudhomme, Musquera, Xia, Diekmann, Campistol and Ram&#xed;rez-Bajo.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Montagud-Marrahi, Rodriguez-Gonzalo, L&#xf3;pez-Aladid, Luque, Rabad&#x00E1;n-Ros, Cuadrado-Payan, Ba&#xf1;&#xf3;n-Maneus, Rovira, Lazo-Rodr&#xed;guez, Aguil&#xe0;, Arana, Garc&#xed;a-Busquets, Hierro, Prudhomme, Musquera, Xia, Diekmann, Campistol and Ram&#xed;rez-Bajo</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Tubuloids have become a promising tool for modeling and regenerating kidney disease, although their ability for integration and regeneration <italic>in vivo</italic> is not well documented. Here, we established, characterized, and compared human tubuloids using two optimized protocols: one involving prior isolation of tubular cells (Crude tubuloids) and the other involving prior isolation of proximal tubular cells (F4 tubuloids). Next, healthy rat-derived tubuloids were established using this protocol. Finally, we compared two strategies for delivering GFP tubuloids to a kidney host: 1) subcapsular/intracortical injection and 2) tubuloid infusion during normothermic preservation in a rat transplantation model and a discarded human kidney. F4 tubuloids achieved a higher level of differentiation state compared to Crude tubuloids. When analyzing tubuloid delivery to the kidney, normothermic perfusion was found to be more efficient than <italic>in vivo</italic> injection. Moreover, fully developed tubules were observed in the host parenchyma at 1 week and 1 month after infusion during normothermic perfusion represent a potential strategy to enhance the translatability of kidney regenerative therapies into clinical practice to condition kidney grafts and to treat kidney diseases.</p>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<p>
<graphic xlink:href="TI_ti-2025-14747_wc_abs.tif">
<alt-text content-type="machine-generated">Diagram illustrating enhanced kidney targeting and distribution of tubuloids during normothermic perfusion. On the left, tubuloids are generated from raw tissue using a gradient to produce F4 and crude tubuloids. Tubular differentiation occurs. On the right, GFP tubuloids are delivered via injection into a rat, followed by transplantation and normothermic machine perfusion (NMP). This leads to potential human application. Conclusion states tubuloids administered during NMP may enhance kidney regenerative therapy translational potential.</alt-text>
</graphic>
</p>
</abstract>
<kwd-group>
<kwd>tubuloids</kwd>
<kwd>kidney regeneration</kwd>
<kwd>transplantation</kwd>
<kwd>cell therapy</kwd>
<kwd>normothermic perfusion</kwd>
</kwd-group>
<counts>
<page-count count="15"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Among the different models of kidney organoids that have been proposed to date, tubuloids have been recently developed as a new model of kidney organoids. Kidney tubuloids consist of a more mature cellular structure of kidney tubular cells that mimic kidney tubules in a three-dimensional distribution and with high precision [<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>]. An important advantage of these constructs is that they can be obtained from adult kidney tissue and they are associated with less technical complexity compared to kidney organoids, since they are developed <italic>in vitro</italic> from cells extracted from kidney tissue (biopsies or nephrectomies) or directly from urine [<xref ref-type="bibr" rid="B2">2</xref>].</p>
<p>In addition to <italic>in vitro</italic> disease modeling, tubuloids offer a potential strategy for renal regenerative medicine, although studies on their <italic>in vivo</italic> application have yet to be performed. Previous experiences have shown the successful integration of kidney organoids <italic>in vivo</italic> using different techniques, although the majority of these only achieve a local integration and are difficult to translate into clinical practice [<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>]. Therefore, recent studies have focused on new approaches to efficiently reach the target organ with the desired treatment. Among them, <italic>ex vivo</italic> normothermic perfusion (NMP) of solid organs has arisen as one of the most promising platforms for organ-specific treatment delivery [<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>]. This system creates a platform for administering and delivering regenerative therapies to the target organ in a controlled and efficient manner [<xref ref-type="bibr" rid="B6">6</xref>].</p>
<p>Here, we describe two adapted protocols for obtaining human and rat tubuloids performing a previous purification of tubular cells to explore tubuloid infusion during kidney NMP as a strategy for efficiently delivering tubuloids to the kidney that may be translated into clinical practice.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Ethics</title>
<p>The animal studies were approved by and conducted according to the guidelines of the local animal ethics committee (Comit&#xe9; &#xc8;tic d&#x2019;Experimentaci&#xf3; Animal, CEEA, Decret 214/97, Catalonia, Spain) and the Research Ethics Committee of our center (Comit&#xe9; d&#x2019;&#xc8;tica de la Investigaci&#xf3; amb medicaments, Hospital Clinic de Barcelona, HCB/2021/0489).</p>
<p>Experiments performed with human samples were approved by the Research Ethics Committee of our center (Comit&#xe9; d&#x2019;&#xc8;tica de la Investigaci&#xf3; amb medicaments, Hospital Clinic de Barcelona, HCB/2021/0490). Written informed consent was obtained from the individuals (for kidney samples and human tubuloid development) and the donors&#x2019; next of kin (for discarded human kidney experiments) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec id="s2-2">
<title>Human Tubuloid Culture</title>
<p>Human kidney tissue for tubuloid culture was collected after nephrectomy from areas of healthy parenchyma from patients with kidney neoplasms but preserved kidney function.</p>
<p>To increase tubular cell purity from the whole kidney sample we included a tubular cell enrichment step as previously described by Vinay et al. [<xref ref-type="bibr" rid="B11">11</xref>] The digested tissue was sequentially sieved through 320&#xa0;&#x3bc;m and 150&#xa0;&#xb5;m sieves and then resuspended in Matrigel<sup>&#xae;</sup> (Corning, NY, United States) and plated to obtain tubuloids (protocol A, Crude tubuloids). We performed a second protocol (protocol B, F4 tubuloids) in which the tissue underwent a second separation process by centrifugation with 45% Percoll<sup>&#xae;</sup> (Sigma-Aldrich, Barcelona, Spain) (<xref ref-type="fig" rid="F1">Figure 1A</xref>). See the <xref ref-type="sec" rid="s11">Supplementary Methods</xref> section, Human tubuloid culture.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Crude and F4 human kidney tubuloids show typical tubular polarity and specific markers of different nephron segments. <bold>(A)</bold> Methods for obtaining Crude and F4 tubuloids. <bold>(B,C)</bold> Representative images from optical microscopy of human F4 <bold>(B)</bold> and Crude tubuloids <bold>(C)</bold> showing spheroid morphology (obtained from n &#x3d; 7 independent kidney tissue donors). <bold>(D)</bold> Paraffin sections with HE-staining of a fully-developed F4 human kidney tubuloid with a single cell layer and a spheroid shape (n &#x3d; 7 independent kidney tissue donors). <bold>(E)</bold> PAX-8 immunofluorescence in a Crude human tubuloid. <bold>(F)</bold> immunofluorescence for ZO-1 in an F4 tubuloid. <bold>(G)</bold> Immunofluorescence for pan-cytokeratin and acetylated tubulin in an F4 tubuloid. <bold>(H)</bold> Immunofluorescence for pan-cytokeratin in a Crude tubuloid. <bold>(I)</bold> Immunofluorescence for Integrin a6 and ZO-1 in an F4 tubuloid. <bold>(J)</bold> Immunofluorescence of Villin in an F4 human tubuloid. <bold>(K)</bold> Crude tubuloid showing a positive staining for Calbindin. <bold>(L)</bold> (Crude tubuloid) and <bold>(M)</bold> (F4 tubuloid), immunofluorescence for AQP3, CADH1 and cytokeratin. Tubuloids were obtained from n &#x3d; 7 independent kidney tissue donors, and each condition was repeated in duplicate. <bold>(N)</bold> Expression of tubular markers in human tubuloids. Black box: liver tissue; Blue box: F4 tubuloids; Yellow box: Crude tubuloids. &#x2a;P &#x3c; 0.05, &#x2a;&#x2a;P &#x3c; 0.001, &#x2a;&#x2a;&#x2a;&#x2a;P &#x3c; 0.0001. Data are represented as mean &#xb1; SEM. For the qPCR analysis, there were n &#x3d; 3 independent liver tissue donors (as controls), n &#x3d; 7 independent kidney tissue donors for the F4 tubuloids and n &#x3d; 4 independent kidney tissue donors for the Crude tubuloids (matched with the F4 tubuloids&#x2019; donors). Triplicates were performed for each sample and condition.</p>
</caption>
<graphic xlink:href="ti-38-14747-g001.tif">
<alt-text content-type="machine-generated">Workflow panels show kidney tubuloid culture process and analysis. Panel A illustrates steps from nephrectomy sample to Percoll gradient and culture. Panels B-D display microscopy of tissue samples. Panels E-M show fluorescence images highlighting different proteins using markers like DAPI, PAX-8, ZO-1, and others. Panel N presents bar graphs comparing expression levels of various proteins, such as ABCC4, SLC12A3, SLC12A1, SLC4A1A3, and AQP3, across different conditions labeled as Liver, F4, and C. Scales in micrometers indicated for size reference.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2-3">
<title>Rat Tubuloid Culture</title>
<p>Rat kidney tissue for rat tubuloid culture was collected from 3 healthy 3-month-old Lewis rats (LEW/Han&#xae;Hsd, Envigo<sup>&#xae;</sup>, Barcelona, Spain). Tubuloid isolation and culture were performed following the same methods as those described for human tubuloids. See the <xref ref-type="sec" rid="s11">Supplementary Methods</xref> section, Rat tubuloid culture.</p>
</sec>
<sec id="s2-4">
<title>GFP Tubuloid Development</title>
<p>To track tubuloids in delivery studies, GFP-expressing rat tubuloids were obtained from a GFP rat strain (CAG-GFP rat line, genOway, Paris, France) with constitutive GFP expression. The isolation and culture method performed for GFP rat tubuloids from this strain was similar to the one previously detailed. Both protocols (F4 and Crude) were performed. GFP fluorescence was confirmed immediately after plating with a fluorescence microscope.</p>
</sec>
<sec id="s2-5">
<title>Subcapsular and Intracortical Tubuloid Injection <italic>In Vivo</italic>
</title>
<p>GFP-expressing rat tubuloids were harvested and resuspended in pure Matrigel<sup>&#xae;</sup> (Corning, NY, United States) without previous disruption. A Lewis rat was selected as a host (LEW/Han&#xae;Hsd, Envigo<sup>&#xae;</sup>, Barcelona, Spain). The animal was anesthetized with isoflurane inhalation, and a mid-abdominal incision was performed to expose the abdominal organs. Approximately 1&#xb7;10<sup>6</sup> cells were injected into the left kidney: two injections were performed (one subcapsular in the upper kidney pole and one intracortical in the lower pole) with a 25G needle. The rat was euthanized 1 day after the procedure and both native kidneys were collected for analysis.</p>
</sec>
<sec id="s2-6">
<title>Tubuloid Infusion During Rat Kidney Normothermic Perfusion</title>
<p>Rat donor organ procurement was performed under anesthesia with isoflurane (IsoVet<sup>&#xae;</sup>, Braun, Barcelona, Spain) as previously described [<xref ref-type="bibr" rid="B12">12</xref>]. Rat kidney NMP was performed following the protocol published elsewhere [<xref ref-type="bibr" rid="B13">13</xref>].</p>
<p>GFP-expressing rat tubuloids were harvested and resuspended in pure Matrigel<sup>&#xae;</sup> (Corning, NY, United States) with previous mechanical disaggregation and then were administered in the perfusate through the arterial line. The kidney grafts were maintained under NMP for 1&#xa0;h. For each donor, one kidney graft was perfused and treated with tubuloids, while the contralateral one was perfused but no tubuloids were administered. We tested two doses of tubuloids: 1&#xb7;10<sup>6</sup> cells/g (high dose, n &#x3d; 4 kidneys) and 3&#xb7;10<sup>5</sup> cells/g (low dose, n &#x3d; 3 kidneys). See the <xref ref-type="sec" rid="s11">Supplementary Methods</xref> section, Tubuloid infusion during rat kidney normothermic perfusion.</p>
</sec>
<sec id="s2-7">
<title>Kidney Transplantation in Rats</title>
<p>Inbred 3-month-old Lewis rats were used as recipients for kidney grafts preserved in NMP. Since the CAG-eGFP rat strain had a Sprague-Dawley background, a short dose of tacrolimus was initiated to prevent a potential rejection response against GFP tubuloids. Thus, 0.5&#xa0;mg/kg of tacrolimus (Modigraf<sup>&#xae;</sup>, Astellas, Barcelona, Spain) was administered intramuscularly to the Lewis recipient for four consecutive days (&#x2212;1, 0, &#x2b;1 and &#x2b;2 relative to transplantation&#x2013;day 0) [<xref ref-type="bibr" rid="B14">14</xref>]. Kidney transplants were performed as previously described by our research group [<xref ref-type="bibr" rid="B12">12</xref>]. See the <xref ref-type="sec" rid="s11">Supplementary Methods</xref> section, Kidney transplantation in rats.</p>
</sec>
<sec id="s2-8">
<title>Tubuloid Infusion During Human Kidney Normothermic Perfusion</title>
<p>Human kidneys were obtained from a patient who was declared a potential donor and the organs were evaluated according to our center&#x2019;s policy. Kidneys were only accepted for research purposes after the decision to be discarded according to clinical criteria. The study protocol was reviewed and approved by the Research Ethics Committee of our center (Comit&#xe9; de &#xc9;tica de la Investigaci&#xf3;n con medicamentos, CEIm). Written informed consent to participate in this study was provided by the patient&#x2019;s relatives.</p>
<p>Normothermic Perfusion was performed using the ARK Kidney device from Ebers Medical<sup>&#xae;</sup> as previously described by our research group [<xref ref-type="bibr" rid="B10">10</xref>]. Both kidneys from the same donor were perfused simultaneously, and GFP-rat tubuloids (1&#xb7;10<sup>6</sup> cells/g) were administered to one of them through the arterial line once the organ was stable. Both kidneys were maintained for 6&#xa0;h.</p>
<p>For more detailed information regarding these Methods, see the <xref ref-type="sec" rid="s11">Supplementary Material</xref> section.</p>
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<title>Statistical Analysis</title>
<p>Statistical analysis was performed using a Student&#x2019;s t-test or ANOVA test, as appropriate. The data were represented in graphs using GraphPad Prism version 9.0.0 for Mac (GraphPad Software, San Diego, California, USA). A P-value &#x3c;0.05 was considered significant.</p>
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<sec sec-type="results" id="s3">
<title>Results</title>
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<title>Crude and F4 Human Kidney Tubuloids Show Typical Tubular Polarity and Specific Markers of Different Nephron Segments</title>
<p>Human tubuloids typically developed approximately 7 days after plating. Optical microscopy (<xref ref-type="fig" rid="F1">Figures 1B,C</xref>) and Hematoxylin and Eosin staining (<xref ref-type="fig" rid="F1">Figure 1D</xref>) showed that fully developed tubuloids acquired the typical morphology of a polarized epithelium with a single cell layer and a spheroid shape, which was usually observed after 3-4 passages. No significant differences in culture or development were observed between Crude and F4 tubuloids.</p>
<p>To assess the tubular epithelial nature of the obtained tubuloids, a specific immunostaining was performed using a specific antibody against PAX-8 (<xref ref-type="fig" rid="F1">Figure 1E</xref>). After assessing the tubular nature of the tubuloids, we further analyzed the presence of a typical tubular polarization in the epithelium: ZO-1 (a tight junction tubular protein) was predominantly situated on the lateral and apical sides (<xref ref-type="fig" rid="F1">Figure 1F</xref>). Polarization was also evidenced by combining immunofluorescence of pan-cytokeratin (basolateral) and acetylated tubulin (apical) (<xref ref-type="fig" rid="F1">Figures 1G,H</xref>). Integrin <bold>&#x3b1;</bold>6 (which maintains the integrity of the kidney tubular epithelium) was mostly expressed on the basolateral side of the tubuloids&#x2019; cells (<xref ref-type="fig" rid="F1">Figure 1I</xref>).</p>
<p>Immunostaining for Villin 1 (apical) identified proximal tubular cells (<xref ref-type="fig" rid="F1">Figure 1J</xref>). Distal cells were identified by positive immunostaining for Calbindin-1 (an intracellular calcium-binding protein that is localized in the distal tubule cells) on the apical side (<xref ref-type="fig" rid="F1">Figure 1K</xref>). E-cadherin (CADH1), a basolateral marker for the adherens junctions, is typically present in distal and collecting duct cells. However, in collecting duct cells, CADH1 is usually expressed with AQP3 (a channel expressed only in collecting duct cells). We identified the presence of CADH1-positive tubuloids, although no concomitant expression of AQP3 was evident, thus suggesting a distal nature of these tubular cells (<xref ref-type="fig" rid="F1">Figures 1L,M</xref>). Remarkably, tubuloids expressing a marker for a specific nephron segment did not express markers for other segments, indicating that a predominant tubular cell type constitutes the tubuloid. These findings were observed in Crude and F4 tubuloids.</p>
<p>Proximal gene ABCC4 expression was higher when compared to the liver, along with SLC12A1 (loop of Henle), SLC12A3 and SLC41A3 (distal tubule). AQP3 (collecting duct) was not significantly expressed in human tubuloids. F4 tubuloids exhibited higher expression of all tubular markers compared to Crude tubuloids (<xref ref-type="fig" rid="F1">Figure 1N</xref>).</p>
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<title>Expanding F4 Human Kidney Tubuloids Consist of Cells With Polarized Proximal and Distal Tubular Phenotypes, Compared to Crude Tubuloids</title>
<p>To further investigate the different cell types present in the human tubuloids developed through our two methods, we performed single-cell RNA (scRNA) sequencing on Crude Tubuloids (n &#x3d; 4, 49442 cells, Passages 3 and 4) and F4 Tubuloids (n &#x3d; 3, 29998 cells, Passages 3 and 4). Clustering analysis resulted in the identification of 2 distinct clusters in both Crude and F4 tubuloids (Cluster 0 and Cluster 1) (see <xref ref-type="sec" rid="s11">Supplementary Table S1</xref>).</p>
<p>For Crude tubuloids both clusters exhibited an overlapping of tubular cell marker expression: Cluster 1 displayed a predominant proximal tubular cell signature (marked by the expression of NHS, FHIT and PTPRM [<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>]), along with a minor expression of distal tubular markers (represented by CACNA2D3 [<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>]). This pattern was lacking in Cluster 0, although reduced expression of almost every tested marker was also present. This minor expression of segment-specific genes may suggest a population with a more progenitor status. In both clusters, a small population of cells with a collecting duct signature (marked by NALF1 and RPA1 [<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B17">17</xref>]) was identified (<xref ref-type="fig" rid="F2">Figures 2A&#x2013;D</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Expanding F4 human kidney tubuloids consist of cells with polarized proximal and distal tubular phenotypes compared to Crude tubuloids. <bold>(A)</bold> Heatmap showing the gene expression patterns of two cell clusters in Crude tubuloids. <bold>(B)</bold> Differentially expressed genes between the identified clusters in Crude tubuloids. <bold>(C)</bold> Uniform manifold approximation and projection (UMAP) plot and clustering of single-cell RNA sequencing data of Crude tubuloids (n &#x3d; 4, 49442 cells, Passages 3 and 4). <bold>(D)</bold> Feature plot for the differentially expressed genes in Crude tubuloids. <bold>(E)</bold> Heatmap showing the gene expression pattern of two cell clusters in F4 tubuloids. <bold>(F)</bold> Differentially expressed genes between the identified clusters in F4 tubuloids. <bold>(G)</bold> UMAP plot and clustering of single-cell RNA sequencing data of F4 tubuloids (n &#x3d; 3, 29998 cells, Passages 3 and 4). <bold>(H)</bold> Feature plot for differentially expressed genes in F4 tubuloids. <bold>(I)</bold> Heatmap of normalized Z-scores showing expression of proximal and distal tubular markers across Crude and F4 tubuloids. See also <xref ref-type="sec" rid="s11">Supplementary Table S1</xref>.</p>
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<graphic xlink:href="ti-38-14747-g002.tif">
<alt-text content-type="machine-generated">Heatmaps and violin plots depict gene expression levels for crude and F4 tubuloids. Clusters are identified in each sample group. UMAP plots illustrate clustering patterns of individual cells. A heatmap compares F4 and crude tubuloids, highlighting differential expression across key genes.</alt-text>
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<p>Two cell clusters with significantly different expression signatures were also identified in F4 tubuloids: Cluster 0 displayed a predominant proximal tubular cell signature (marked by FTH, SPP1, TPT1 and RPLP1 [<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>]), whereas Cluster 1 mostly displayed a predominant distal tubular cell signature (marked especially by KCNIP4 and NEAT1 [<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>]) (<xref ref-type="fig" rid="F2">Figures 2E&#x2013;H</xref>). Notably, both clusters showed clear separation of gene expression for specific-segment genes, suggesting a higher degree of differentiation than Crude tubuloids. Cluster 0 also showed marked expression of S100A6, which is involved in calcium management and has been associated with tubuloid-derived progenitors from the thick ascending limb [<xref ref-type="bibr" rid="B3">3</xref>]. Furthermore, F4 tubuloids displayed high expression of genes involved in protein synthesis and cell proliferation (RPS12, MECOM, BICC1 [<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>]), thus indicating a high proliferative status.</p>
<p>When gene expression of tubular markers from both culture protocols was compared through Z-score normalization, we observed that Crude tubuloids exhibited negative Z-scores for the majority of the analyzed genes, indicating low relative expression compared to the overall mean across conditions. This was especially evident in Crude Cluster 0, while Cluster 1 displayed higher expression levels. In contrast, F4 tubuloids were associated with predominantly positive Z-scores, suggesting higher expression levels of the analyzed genes. Furthermore, a polarized expression of proximal (F4 Cluster 0) or distal (F4 Cluster 1) tubular markers was observed. These differential patterns indicate that the F4 culture method may provide an environment more conducive to gene expression changes associated with differentiation (<xref ref-type="fig" rid="F2">Figure 2I</xref>).</p>
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<title>Tubuloids Can Be Obtained From Adult Rat Kidney Tissue and Serve as a New <italic>In Vitro</italic> Platform for Studying Kidney Diseases</title>
<p>Rat tubuloids developed after 10&#x2013;14 days and acquired a uniform spherical morphology, which was preserved for up to 17 passages (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>). Immunofluorescence assessment evidenced tubular epithelial polarity, similar to that of human tubuloids (<xref ref-type="fig" rid="F3">Figures 3C,D</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Tubuloids can be obtained from adult rat kidney tissue. <bold>(A)</bold> Optical microscopy image of rat tubuloids showing a uniform spherical morphology. <bold>(B)</bold> Paraffin sections with HE staining of rat tubuloids. <bold>(C,D)</bold> Confocal images of rat tubuloids showing epithelial polarization similar to that of human tubuloids for ZO-1 <bold>(C)</bold>, for cytokeratin and acetylated tubulin <bold>(D)</bold>. <bold>(E)</bold> Expression analysis of rat tubuloids for different tubular genes. Black box: liver tissue; Blue box: F4 rat tubuloids. Yellow Box: Crude rat tubuloids. &#x2a;P &#x3c; 0.05, &#x2a;&#x2a;P &#x3c; 0.001, &#x2a;&#x2a;&#x2a;&#x2a;P &#x3c; 0.0001. Data are represented as mean &#xb1; SEM. Rat tubuloids were obtained from n &#x3d; 8 independent Lewis rats, seeded in duplicate to obtain matched F4 and Crude tubuloids. For the qPCR analysis, liver tissue was obtained from 2 independent Lewis rats. Each sample was analyzed in triplicate for each condition.</p>
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<graphic xlink:href="ti-38-14747-g003.tif">
<alt-text content-type="machine-generated">A collection of scientific images and graphs. Panel A shows a black and white image of round cellular structures labeled 500 micrometers. Panel B displays a histological section with a tubular structure stained in pink, labeled 50 micrometers. Panels C and D show fluorescence microscopy images of tubular structures labeled with ZO-1, DAPI, Citokeratin, and Acetylated tubulin markers, each 25 micrometers. Panel E contains bar graphs comparing normalized gene expression levels in different kidney tubule segments: proximal tubule (ABCC4), distal tubule (SLC12A3, SLC41A3), Henle loop (SLC12A1), and collecting duct (AQP3), across liver, F4, and C samples with significant differences indicated by asterisks.</alt-text>
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<p>Gene expression analysis for segment-specific markers evidenced the expression of proximal, Loop of Henle and distal tubule markers, especially in F4 rat tubuloids. In contrast to human tubuloids, rat tubuloids expressed the collecting duct marker AQP3 (<xref ref-type="fig" rid="F3">Figure 3E</xref>).</p>
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<title>Kidney <italic>Ex Vivo</italic> Normothermic Perfusion Is an Efficient Strategy for Delivering Tubuloids to the Kidney Parenchyma</title>
<p>Epifluorescence assessment of the <italic>in vivo</italic> injected kidney with the IVIS<sup>&#xae;</sup> Lumina device evidenced a positive GFP signal in the injected kidney compared to the contralateral kidney (without treatment). This signal was localized to the surface of the kidney where the injections were performed (<xref ref-type="fig" rid="F4">Figures 4A&#x2013;C</xref>). No evident signal was detected in the internal part of the kidney. Immunofluorescence analysis showed the presence of GFP-positive structures measuring 150&#x2013;200&#xa0;&#x3bc;m in diameter localized in the injection area (<xref ref-type="fig" rid="F4">Figure 4D</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Kidney <italic>ex vivo</italic> normothermic perfusion is an efficient strategy for delivering tubuloids to the kidney parenchyma compared to <italic>in vivo</italic> administration. <bold>(A)</bold> Fluorescence Optical Microscopy image of rat tubuloids obtained from CAG-eGFP rat kidney tissue (obtained from n &#x3d; 5 independent rat kidney donors). <bold>(B)</bold> Scheme of <italic>in vivo</italic> injection of GFP tubuloids in a rat kidney host. <bold>(C)</bold> Epifluorescence analysis of the GFP signal in an injected kidney with GFP tubuloids (n &#x3d; 3 injected rats). The image shows the outer and internal parenchyma of one representative case of an <italic>in vivo</italic> injected kidney, along with a control one (no injection). <bold>(D)</bold> Representative image of a GFP tubuloid observed in the kidney parenchyma after subcapsular injection (n &#x3d; 3 injected rats, each immunofluorescence analysis was performed in duplicate). <bold>(E)</bold> Scheme of the GFP tubuloid injection during kidney normothermic preservation. <bold>(F,G)</bold> Detail of the normothermic system for rat kidney normothermic preservation. <bold>(H)</bold> IVI images of GFP fluorescence in perfused and treated kidneys with high (n &#x3d; 4 kidneys from independent Lewis donors) and low doses (n &#x3d; 3 kidneys from independent Lewis donors) of tubuloids and perfused, non-treated kidney grafts (n &#x3d; 3 kidneys from independent Lewis donors). <bold>(I)</bold> Representative immunofluorescence image for GFP showing a GFP tubuloid in the kidney cortex after normothermic perfusion and tubuloid infusion (high dose, n &#x3d; 4 kidneys from independent donors, each condition performed in duplicate). <bold>(J)</bold> Determination of dPCR eGFP copies for kidneys perfused with GFP tubuloids and those in which direct injection was performed. Data are represented as individual values and the median. Control, n &#x3d; 3 perfused, non-treated kidneys. NMP 1h, n &#x3d; 4 perfused and treated kidneys, high dose. Direct injection, n &#x3d; 3 injected rats. For dPCR, each sample was analyzed in duplicate for eGFP expression. Epifluorescence and immunofluorescence images were acquired using the same acquisition and detection settings, and a protocol was performed to mitigate kidney autofluorescence. The GFP signal was corrected for background.</p>
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<graphic xlink:href="ti-38-14747-g004.tif">
<alt-text content-type="machine-generated">A image: Green fluorescent microscopy of GFP tubuloids on a black background, scale bar at 500 micrometers. B illustration: Diagram showing a rat being injected with GFP tubuloids under the skin. C and H images: Fluorescent imaging of kidney sections with treated and non-treated kidneys, indicating different doses. D and I images: Close-up fluorescence of GFP and DAPI in kidney sections, scale bars at 50 micrometers. E illustration: Diagram of a rat kidney donor connected to a perfusion system for GFP tubuloids infusion. F and G photographs: Laboratory setup and a close-up of a kidney in the perfusion apparatus. J graph: EGFP concentration levels in different treatment groups with data points and legend.</alt-text>
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<p>The second strategy consisted of infusing GFP tubuloids into the perfusate during <italic>ex vivo</italic> normothermic perfusion of the kidney graft (<xref ref-type="fig" rid="F4">Figures 4E&#x2013;G</xref>). We tested two cell doses to assess a potential correlation with the fluorescent signal observed in the IVIs analysis (high dose: 1&#xb7;10<sup>6</sup>, and low dose: 3&#xb7;10<sup>5</sup> cells/g). Tubuloid infusion was usually followed by a temporary increase in vascular resistance (see <xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>). The IVIs study evidenced a diffuse GFP signal primarily in the kidney cortex, with no significant signal in the perfused, non-treated kidney (<xref ref-type="fig" rid="F4">Figure 4H</xref>). The registered fluorescence signal was higher and acquired a more diffuse distribution than with <italic>in vivo</italic> tubuloid injection (<xref ref-type="fig" rid="F4">Figures 4C,H</xref>). When testing a lower dose of tubuloids, a similar pattern, although with a decreased signal, was identified in the treated kidney graft (<xref ref-type="fig" rid="F4">Figure 4H</xref>). Immunofluorescence analysis showed the presence of GFP-positive structures measuring 30&#x2013;50&#xa0;&#x3bc;m in diameter within the cortical kidney parenchyma (<xref ref-type="fig" rid="F4">Figure 4I</xref>).</p>
<p>Kidney grafts treated with tubuloids during NMP presented the highest number of EGFP copies, with a concentration that ranged from 3 to 12 copies/&#x3bc;L. In vivo-injected kidney grafts showed fewer EGFP copies (ranging from 2 to 3 copies/&#x3bc;L), although this was higher than the controls (<xref ref-type="fig" rid="F4">Figure 4J</xref>).</p>
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<sec id="s3-5">
<title>Tubuloids Delivered to the Kidney During NMP Integrate Into the Host Kidney Parenchyma and Form New Tubular Structures</title>
<p>One week and one month after kidney NMP and tubuloid infusion (<xref ref-type="sec" rid="s11">Supplementary Figures S1, S2</xref>; <xref ref-type="fig" rid="F5">Figures 5A,B</xref>). Notably, GFP fluorescence decreased relative to the kidney graft immediately after NMP and showed a further decline after 1 month. No signal was detected either in the contralateral native kidney or the liver at the analyzed time points (<xref ref-type="fig" rid="F5">Figure 5B</xref>). DdPCR analysis of GFP copies evidenced a higher concentration in the treated grafts compared to the controls, a difference that persisted at 1 month (<xref ref-type="fig" rid="F5">Figure 5C</xref>). Immunofluorescence for GFP in the kidney graft showed the presence of GFP-expressing cells in the tubular compartment (<xref ref-type="fig" rid="F5">Figure 5D</xref>). Remarkably, these cells formed new, fully-developed tubules in the host kidney parenchyma and were also found to integrate the pre-existing epithelium of host tubules. These newly developed tubules showed positive Villin expression, while Calbindin-1 expression was not observed, thus suggesting a proximal phenotype with no formation of distal tubules (<xref ref-type="fig" rid="F5">Figure 5D</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Tubuloids delivered to the kidney during NMP integrate into the host kidney parenchyma and form new tubular structures. <bold>(A)</bold> Scheme of the GFP tubuloid injection during human kidney normothermic preservation and transplantation. <bold>(B)</bold> IVI images of GFP fluorescence in the treated kidney graft, native kidney, and liver. <bold>(C)</bold> dPCR eGFP copy number determination for kidneys perfused with and without GFP tubuloids. <bold>(D)</bold> Immunofluorescence images for GFP, Villin and Calbindin-1 of the control and treated kidneys showing GFP and Villin-expressing cells (white arrows) constituting new tubuloids but also integrated into the host tubular epithelium after normothermic perfusion and tubuloid transplantation. The data are represented as individual values and medians. &#x2a;P &#x3c; 0.05. &#x2a;&#x2a;P &#x3c; 0.01. &#x2a;&#x2a;&#x2a;P &#x3c; 0.001. N &#x3d; 4 transplanted rats per group (control, 1 week and 1 month). For the immunofluorescence and dPCR studies, each sample was analyzed in duplicate. Epifluorescence and immunofluorescence images were acquired using the same acquisition and detection settings, and a protocol was performed to mitigate kidney autofluorescence. The GFP signal was corrected for background.</p>
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<graphic xlink:href="ti-38-14747-g005.tif">
<alt-text content-type="machine-generated">A diagram and series of images showcase a rat kidney transplantation experiment with NMP perfusion and GFP tubuloids. Panel A illustrates the procedure, including donor preparation and transplantation. Panel B presents fluorescence images of kidney grafts one week and one month post-transplant. Panel C depicts a graph comparing EGFP concentration across different time points. Panel D contains microscopic images displaying GFP and DAPI staining in control, one week treated, and one month treated samples, highlighting cellular distribution and morphology changes.</alt-text>
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<sec id="s3-6">
<title>
<italic>Ex Vivo</italic> Normothermic Perfusion Efficiently Delivers Tubuloids to a Human Kidney Graft</title>
<p>The kidney donor was a 56-year-old man with no relevant medical history who experienced a cardiac arrest with no recovery after 90&#xa0;min of basic and advanced life support. Once identified, organ retrieval was immediately started as an Uncontrolled Donor after Cardiac Death (uDCD). Serum creatinine at the time of donation was 1.5&#xa0;mg/dL, although poor perfusion of both kidneys was observed during bench surgery; therefore, the kidneys were discarded for transplantation.</p>
<p>Both kidneys were simultaneously cannulated and connected to the Ebers<sup>&#xae;</sup> NMP perfusion device (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>). After stabilization, the GFP tubuloids were mechanically disaggregated into 50&#xa0;&#x3bc;m structures and then administered into one of the kidneys through the arterial cannula at a dose of 1&#xb7;10<sup>6</sup> cells/g. The kidneys were perfused for 6&#xa0;h.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>
<italic>Ex vivo</italic> normothermic perfusion efficiently delivers tubuloids to a human kidney graft. <bold>(A)</bold> Scheme of the GFP tubuloid injection during human kidney normothermic preservation. <bold>(B)</bold> Details of the normothermic system for human kidney normothermic preservation. <bold>(C,D)</bold> IVI images of GFP fluorescence in perfused kidneys without <bold>(C)</bold> and with GFP tubuloids <bold>(D)</bold>. <bold>(E)</bold> Representative immunofluorescence image for GFP showing GFP tubuloids (white arrows) in a human kidney after normothermic perfusion and tubuloid infusion. <bold>(F)</bold> dPCR eGFP copy number determination for treated and non-treated human kidneys with GFP tubuloids during NMP. <bold>(G)</bold> Kidney injury and inflammatory markers during normothermic perfusion in treated and control human kidneys. Gene expression has been represented as the fold change at 6&#xa0;h of perfusion from time 0. KIM-1, Kidney Injury Marker 1; CASP3, Caspase 3; TNFa, Tumor Necrosis Factor alfa; VEGF, Vascular Endothelial Growth Factor. N &#x3d; 1 kidney per group (control and treated). Each sample was run in triplicate. Each dot represents a random sample from the same kidney parenchyma. The line represents the median. N &#x3d; 1 kidney per group (control and treated). Each sample was processed in duplicate for dPCR and immunofluorescence analysis. Epifluorescence and immunofluorescence images were acquired using the same acquisition and detection settings, and a protocol was performed to mitigate kidney autofluorescence. The GFP signal was corrected for background.</p>
</caption>
<graphic xlink:href="ti-38-14747-g006.tif">
<alt-text content-type="machine-generated">A. Diagram showing ex vivo normothermic perfusion of a discarded human kidney with GFP tubuloids and subsequent analysis. B. Image of a perfusion machine displaying a setup for kidney perfusion. C. Grayscale image of kidney tissue. D. Merged image showing green fluorescence indicating GFP expression. E. Microscopic view highlighting GFP-positive cells with arrows, against a DAPI-stained background. F. Graph depicts EGFP concentration in control vs. treated samples, showing higher levels in treated samples. G. Bar graphs illustrate fold changes in KIM-1, CASP3, TNFa, and VEGF, with treated samples showing lower expression than control.</alt-text>
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</fig>
<p>After 6&#xa0;h, an epifluorescence assessment showed a positive and diffuse GFP fluorescence sign in the perfused, treated kidney, primarily located in the kidney cortex, with no significant signal in the perfused, non-treated kidney (<xref ref-type="fig" rid="F6">Figures 6C,D</xref>). Immunofluorescence assessment evidenced the presence of 20 -50 &#x03BC;m GFP-positive cell aggregates in the cortical graft of the treated kidney (<xref ref-type="fig" rid="F6">Figure 6E</xref>). Quantification of GFP copies in kidney tissue showed a higher concentration in the treated graft compared to the control (2.5 vs. 0.1 copies/&#x03BC;L, respectively) (<xref ref-type="fig" rid="F6">Figure 6F</xref>). Hemodynamics during perfusion are shown in <xref ref-type="sec" rid="s11">Supplementary Figure S3</xref>. From a functional perspective, during NMP, the tubuloid-treated kidney showed higher urine output compared to the control (<xref ref-type="sec" rid="s11">Supplementary Figure S3I</xref>). In addition, the expression levels of key markers of kidney injury (KIM-1), apoptosis (CASP3), and inflammation (VEGF, TNF&#x3b1;) were lower in the treated organ after 6&#xa0;h of perfusion, suggesting a reduction in inflammatory damage during NMP (<xref ref-type="fig" rid="F6">Figure 6G</xref>).</p>
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</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Although kidney transplantation is the treatment of choice for patients with End Stage Kidney Disease (ESKD), access to kidney grafts is severely limited due to the scarcity of available organs for transplantation [<xref ref-type="bibr" rid="B18">18</xref>]. Thus, new therapies that increase the donor pool are urgently needed. In this sense, regenerative medicine encompasses a broad spectrum of strategies with the potential to overcome organ scarcity through kidney regeneration [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>]. We have proposed two modified protocols for obtaining human tubuloids from human kidney tissue by adding a tissue sieving step to isolate tubular cells before culture. The F4 method also involved a Percoll gradient after sieving to obtain a purer tubular proximal cell population.</p>
<p>The resulting tubuloids from both methods expressed segment-specific markers corresponding to the proximal tubule, loop of Henle, and distal tubule, but lacked markers of the collecting duct. These findings were consistent with the immunofluorescence analysis, in which no expression of AQP3 was evidenced, thus suggesting that collecting duct cells were underrepresented [<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>]. Remarkably, when assessing the presence of different nephron segments by immunofluorescence, each tubuloid (even those with the same origin) tended to consist of cells with a predominant nephron segment phenotype, a feature that has been previously described [<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>].</p>
<p>Single-cell analysis of both culture methods showed mixed expression of proximal, tubular and collecting duct markers, which suggests a mixture of different cell populations. Notably, the absence of a specific expression of nephron markers suggests a cell population in Crude tubuloids with a more progenitor status [<xref ref-type="bibr" rid="B3">3</xref>]. In contrast, F4 tubuloids consisted of two cell clusters with two clearly differentiated phenotypes: one cluster was integrated by a cell population with high expression of proximal tubular markers, while the other one expressed mostly distal tubular markers. A clear expression pattern of polarization was observed in F4 tubuloids compared to Crude tubuloids, in which cell clusters overlapped. These results may be explained by the origin of the Crude tubuloids, since in this case all tubular cell types were cultured. This mixture of different tubular cells when culturing Crude tubuloids may lead to a higher number of tubular cell phenotypes with less tubuloid cell nephron-specific differentiation [<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B27">27</xref>].</p>
<p>To date, the majority of studies have relied on obtaining human tubuloids, which have received significant attention [<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>]. Furthermore, the development of mice-derived tubuloids has recently been described as a new model for studying kidney disease [<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>]. Nevertheless, rats have been demonstrated to be a more reliable and advantageous model for kidney disease research than mice, as they have larger organs (facilitating surgical procedures and sample collection and allowing for more precise studies), their renal physiology and pathology more closely resemble that of humans (improving the relevance of experimental findings) and they also have slower disease progression, enabling long-term kidney function and regeneration studies. Thus, to provide a new tool for studying kidney disease, we developed rat-derived tubuloids, following the same modified protocols but using specific rat growth factors. In contrast to human tubuloids, healthy rat-derived tubuloids developed later and expressed markers of every nephron segment, even from the collecting duct. These findings may suggest a higher differentiation capacity of rat tubular cells in this specific environment, positioning this model as an available tool for further kidney disease research [<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B22">22</xref>]. In our study, tubuloids were obtained from kidney tissue. Nevertheless, the use of urine as a source of tubular cells for tubuloid culture has also been described, and it indeed represents a promising, non-invasive method for tubuloid culture [<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B31">31</xref>]. However, obtaining tubular cells from urine poses several challenges. In healthy individuals, the number of viable tubular cells present in urine is typically low, which may significantly reduce the efficiency of this approach. Consequently, large volumes of urine are required to isolate a sufficient number of cells for successful tubuloid generation. Additionally, there is a high risk of contamination during primary culture, which further compromises the efficiency of this method [<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>]. Therefore, urine was not used as a cell source in our study, especially in our rat models, where collecting large volumes of sterile urine is even more difficult.</p>
<p>However, urine from individuals with kidney disease may contain a higher number of tubular cells. This is likely due to increased cell shedding and endogenous tubular regeneration, as observed during acute tubular necrosis [<xref ref-type="bibr" rid="B32">32</xref>]. In these cases, we believe that tubuloid generation from urine could be a more viable and efficient option, offering a non-invasive source of tubuloids for potential use in personalized therapies targeting the donor&#x2019;s kidney disease [<xref ref-type="bibr" rid="B31">31</xref>].</p>
<p>In summary, we encountered significant technical challenges when using urine as a source of tubular cells, mainly due to the low yield of cells and the risk of contamination. However, we recognize the promising potential of urine as a future non-invasive source of tubular cells for tubuloid development and personalized medicine.</p>
<p>The proliferation capacity of tubuloids has the potential ability to regenerate kidney tissue and accelerate tissue repair in cases of kidney injury [<xref ref-type="bibr" rid="B34">34</xref>], although an optimal delivery and engraftment route to the kidney tissue has yet to be established, especially when considering clinical applicability [<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B35">35</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>]. Recently, NMP in kidney organ transplantation has emerged as a promising platform for long-term organ preservation and treatment testing while the organ is physiologically preserved and monitored [<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>]. One of this platform&#x2019;s most relevant characteristics is its fast translatability to clinical practice, since it allows for the testing of innovative treatments in human organs and the monitoring of their effects in a safe environment [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>].</p>
<p>In our study, epifluorescence was more intense and diffuse in those grafts treated during NMP compared to those injected <italic>in vivo</italic>, in which the signal was weaker and localized to the injection area. A weaker signal was also observed when a lower dose of tubuloids was administered during NMP, suggesting a signal-cell dose relationship. Our findings were also reinforced by GFP copy quantification, since the NMP kidneys showed copy numbers of up to 12- and 5-fold higher compared to controls and injected kidneys, respectively.</p>
<p>In our study, at 1 month, GFP-expressing cells were still detected, either constituting either fully developed tubules or the tubular epithelium alongside host tubular cells. Similar results were reported by Sampaziotis et al. [<xref ref-type="bibr" rid="B6">6</xref>] in cholangiocyte-derived organoids. Our results further evidenced the engraftment capacity of tubuloids not only to integrate into a pre-existing tubular epithelium but also to generate new fully tubular structures among the host kidney parenchyma with a predominant proximal phenotype. No signal was identified in either the native kidneys or the liver after 1 month, suggesting that our approach significantly increases specific delivery to the kidney while minimizing cell leakage to non-target organs. In our scenario, cell aggregates of 20&#x2013;25&#xa0;&#x3bc;m were injected, and considering the fact that glomerular capillaries are only 6&#x2013;10&#xa0;&#x3bc;m, this may lead to blockages and severe disruption of perfusion. Despite this, we observed only a transient increase in vascular resistance during infusion, with no signs of long-term hemodynamic compromise, vascular occlusion, or histological evidence of microvascular damage. We hypothesize that this observation is related to an increase in glomeruli and endothelial permeability associated with ischemia-reperfusion injury, thus allowing the transition of cellular aggregates [<xref ref-type="bibr" rid="B44">44</xref>&#x2013;<xref ref-type="bibr" rid="B46">46</xref>]. Overall, post-infusion biodistribution analysis revealed no detectable signal in non-target organs, including the native kidneys and liver, 1&#xa0;month after cell delivery. This indicates minimal off-target migration and suggests that our approach achieves the specific and localized retention of therapeutic cells within the injured organ. Nonetheless, the risk of vascular obstruction or ectopic engraftment cannot be entirely excluded, particularly in models without prior injury or in clinical scenarios with variable vascular integrity. Therefore, future studies should include detailed histological and functional assessments of both target and non-target organs in larger animal models to confirm the long-term safety of this strategy.</p>
<p>When moving to a closer clinical scenario using a discarded human kidney, we observed that, after 6&#xa0;h of perfusion, a diffuse GFP signal in the cortex was detected. The presence of tubuloids was also confirmed by observing GFP-positive structures in the kidney parenchyma and a 3-fold concentration of GFP copies compared to the control, perfused kidney. Our results are in line with those published in 2020 by Thompson et al [<xref ref-type="bibr" rid="B43">43</xref>]. In addition, after 6&#xa0;h of normothermic machine perfusion, the treated kidney graft exhibited lower expression levels of key markers associated with kidney injury (KIM-1), apoptosis (CASP3), and inflammation (VEGF, TNF&#x3b1;) compared to the control. This molecular profile was accompanied by a modest but consistent increase in urine output in the treated organ. Together, these findings suggest that the infused tubuloids may exert a protective effect, potentially mitigating ischemia-reperfusion injury by modulating early inflammatory and apoptotic responses. These functional and molecular improvements highlight the therapeutic promise of tubuloid-based interventions in renal graft preservation and recovery.</p>
<p>Our study has some limitations. Although it suggests that tubuloids can be efficiently delivered and integrated into a host kidney, we did not assess their positive impact on kidney function since the transplantation model was performed to assess biodistribution and engraftment, and no native nephrectomy was performed on the rat recipient. In the human kidney analysis, although we observed a potential positive effect of tubuloid infusion on expression parameters, only one case was performed, so solid conclusions cannot be drawn. Thus, further studies to assess the potential benefits of tubuloid implantation in kidney conditioning and improvement are needed.</p>
<p>In conclusion, our work reinforces the role of tubuloids as a key point for studying kidney diseases and developing new treatments, in addition to promoting kidney tubular regeneration. Moreover, our study provides evidence of the engraftment ability of tubuloids and establishes NMP as an efficient technique for regenerative cell therapy that overcomes off-target delivery to other organs. Since NMP is a platform that has already been developed for solid human organs in clinical practice, this strategy could be a promising approach for kidney conditioning and regeneration with fast translatability to clinical practice. Future research on regenerative strategies is necessary to exponentially expand knowledge of tissue regeneration and rapidly translate these therapeutic advances into clinical practice.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</ext-link>, PRJNA1153012.</p>
</sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics Statement</title>
<p>Animal studies were approved by and conducted according to the guidelines of the local animal ethics committee (Comit&#xe9; &#xc8;tic d&#x2019;Experimentaci&#xf3; Animal, CEEA, Decret 214/97, Catalonia, Spain) and the Research Ethics Committee of our centre (Comit&#xe9; d&#x2019;&#xc8;tica de la Investigaci&#xf3; amb medicaments, Hospital Clinic de Barcelona, HCB/2021/0489). Experiments performed with human samples were approved by the Research Ethics Committee of our centre (Comit&#xe9; d&#x2019;&#xc8;tica de la Investigaci&#xf3; amb medicaments, Hospital Clinic de Barcelona, HCB/2021/0490). Written informed consent for was obtained from the individuals (for kidney samples and human tubuloids development) and donor&#x2019;s next of kin (for the discarded human kidneys experiments) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author Contributions</title>
<p>Conceptualization, EM-M, AR-G, JC, and MR-B. Methodology, EM-M, AR-G, YL, RR, JC, and MR-B. Formal analysis, RL-A, Investigation, EM-M, AR-G, EB-M, JR, ML-R, OA, AG-B, NH, TP, MM, MR-B. Data Curation, EM-M and RL-A. Writing- Original Draft, EM-M, Writing-Review and Editing, EM-M, AR, YL, RR, EC-P, RL-A, EB-M, JR, CA, MM, YX, FD, JC, MR-B. Visualization, EM-M. Supervision, EM-M, MR-B, JC, FD. Project administration, EM-M, MR-B, JC, FD. Funding acquisition, JC and EB-M. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This study was funded by Klerk Investigations AIE, Instituto de Salud Carlos III through the Rio Hortega Contracts (project CM22/00172, funded by the Instituto de Salud Carlos III and co-funded by the European Union&#x2019;s NextGenerationEU/Mecanismo para la Recuperaci&#xf3;n y la Resilencia (MRR)/PRTR), the project &#x201c;PI21/00205&#x201d; (funded by the Instituto de Salud Carlos III and co-funded by the European Union), the project RD21/0005/0003 (funded by the Instituto de Salud Carlos III and co-funded by the European Union&#x2019;s NextGenerationEU/Mecanismo para la Recuperaci&#xf3;n y la Resilencia (MRR)/PRTR), the Emili Letang-Josep Font grant from the Hospital Clinic of Barcelona and the Secretaria d&#x2019;Universitats i Recerca and CERCA Programme del Departament d&#x2019;Economia i Coneixement de la Generalitat de Catalunya (2021-SGR-01424).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI Statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<ack>
<p>A preprint version of the manuscript can be found on the bioRxiv preprint server (<ext-link ext-link-type="uri" xlink:href="https://www.biorxiv.org/content/10.1101/2025.04.10.648123v1.full">https://www.biorxiv.org/content/10.1101/2025.04.10.648123v1.full</ext-link>) [<xref ref-type="bibr" rid="B47">47</xref>].</p>
</ack>
<sec sec-type="supplementary-material" id="s11">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontierspartnerships.org/articles/10.3389/ti.2025.14747/full#supplementary-material">https://www.frontierspartnerships.org/articles/10.3389/ti.2025.14747/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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