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The Human Blood-Nerve Barrier Transcriptome

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• Published: 12 December 2017

The Human Blood-Nerve Barrier Transcriptome

• Steven P. Palladino, 
• E. Scott Helton, 
• Preti Jain, 
• Chaoling Dong, 
• Michael R. Crowley, 
• David K. Crossman & 
• Eroboghene E. Ubogu 

Scientific Reports volume 7, Article number: 17477 (2017) Cite this article

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Abstract

The blood-nerve barrier (BNB), formed by tight junction-forming microvessels within peripheral nerve endoneurium, exists to regulate its internal microenvironment essential for effective axonal signal transduction. Relatively little is known about the unique human BNB molecular composition. Such knowledge is crucial to comprehend the relationships between the systemic circulation and peripheral nerves in health, adaptations to intrinsic or extrinsic perturbations and alterations that may result in disease. We performed RNA-sequencing on cultured early- and late-passage adult primary human endoneurial endothelial cells and laser-capture microdissected endoneurial microvessels from four cryopreserved normal adult human sural nerves referenced to the Genome Reference Consortium Human Reference 37 genome browser, using predefined criteria guided by known transcript or protein expression‎ in vitro and in situ. We identified 12881 common transcripts associated by 125 independent biological networks, defined as the normal adult BNB transcriptome, including a comprehensive array of transporters and specialized intercellular junctional complex components. These identified transcripts and their interacting networks provide insights into peripheral nerve microvascular morphogenesis, restrictive barrier formation, influx and efflux transporters with relevance to understanding peripheral nerve homeostasis and pharmacology, including targeted drug delivery and the mediators of leukocyte trafficking in peripheral nerves during normal immunosurveillance.

혈액-신경 장벽(BNB)은

말초 신경 내신경막 내의 밀착접합을 형성하는 미세혈관에 의해 형성되며,

효과적인 축삭 신호 전달에 필수적인 내부 미세환경을 조절하기 위해 존재한다.

인간 BNB의 독특한 분자 구성에 대해서는 상대적으로

알려진 바가 거의 없다.

이러한 지식은

건강 상태에서 전신 순환과 말초 신경 간의 관계, 내적 또는 외적 교란에 대한 적응,

그리고 질병으로 이어질 수 있는 변화를 이해하는 데 매우 중요하다.

우리는 미리 정의된 기준(in vitro 및 in situ에서 알려진 전사체 또는 단백질 발현에 기반)을 사용하여,

Genome Reference Consortium Human Reference 37 게놈 브라우저를 기준으로 한

4개의 냉동 보존된 정상 성인 인간 비골 신경에서

레이저 캡처 미세 절제된 내신경 미세혈관 및 배양된

초기 및 후기 통과 성인 1차 인간 내신경 내피 세포에 대해 RNA 시퀀싱을 수행했다.

우리는

125개의 독립적인 생물학적 네트워크에 의해 연관된 12881개의 공통 전사체를 확인했으며,

이를 정상 성인 BNB 전사체로 정의하고,

포괄적인 수송체 및 특수한 세포간 접합 복합체 구성 요소를 포함시켰습니다.

확인된 전사체와 상호작용 네트워크는

말초 신경 미세혈관 형태 발생, 제한적 장벽 형성, 유입 및 유출 수송체에 대한 통찰력을 제공하며,

이는 표적 약물 전달 및 정상 면역 감시 중

말초 신경 내 백혈구 이동 매개체를 포함한

말초 신경 항상성 및 약리학 이해와 관련이 있습니다.

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Introduction

Peripheral nerves are structurally divided into three compartments: the outermost epineurium that consists of longitudinal arrays of collagen fibers in which fenestrated macrovessels directly derived from the extrinsic peripheral nerve blood supply reside (known as vasa nervorum); the inner perineurium, which consists of concentric layers of specialized myofibroblasts with intercellular tight junctions, that surround the innermost endoneurium, consisting of a loose array of collagen fibers in which myelinated and unmyelinated axons and non-fenestrated tight junction-forming microvessels reside, with rare leukocytes and fibroblasts1,2,3,4,5. In order to facilitate normal axonal signal transduction (essentially dependent on sodium/potassium flux) to and from the peripheral nervous system, the endoneurial microenvironment is strictly regulated3,5,6. Tight junction-forming perineurial myofibroblasts provide a critical interface between the endoneurial and epineurial interstitial fluid compartments that helps further regulate the endoneurial microenvironment; however, these cells are not in direct contact with circulating blood. Endoneurial microvessels are in direct contact with circulating blood, and are considered to form the blood-nerve barrier (BNB)7.

In mammals, the BNB is generally considered the second most restrictive mammalian microvascular barrier after the blood-brain barrier6,8,9,10,11,12. In situ, endoneurial microvessels share their basement membrane with pericytes that may act as specialized smooth muscle cells that regulate the microvasculature in response to differences in neural activity, blood pressure and volume1,2,13. Phenotypic and functional differences occur between micro- and macrovascular endothelial cells within the same tissue, between endothelial cells from different tissues and endothelial cells from the same tissues in different species, with molecular and functional adaptations occurring dependent on the cellular microenvironment14,15,16,17,18,19,20,21,22,23. Extrapolation of observations and functional mechanisms from other restrictive microvascular barriers, such as the blood-brain barrier, or epithelial cells, provides general knowledge on restrictive barrier systems that may not specifically apply to peripheral nerves.

서론

말초 신경은 구조적으로 세 개의 구획으로 나뉩니다:

가장 바깥쪽의 외신경막(epineurium)은

종방향으로 배열된 콜라겐 섬유로 구성되며,

여기에는 말초 신경의 외부 혈액 공급에서 직접 유래한

창문 모양의 거대 혈관(vasa nervorum으로 알려짐)이 존재합니다;

내부 신경막은

세포 간 단단한 접합부를 가진 특수화된 근섬유아세포의 동심층으로 구성되며,

가장 안쪽의 내신경막을 둘러싸고 있습니다.

내신경막은 느슨한 콜라겐 섬유 배열로 구성되어 있으며,

여기에는 수초화된 및 비수초화된 축삭과 비창상성 단단한 접합부를 형성하는 미세혈관이 존재하며,

드물게 백혈구와 섬유아세포가 존재합니다1,2,3,4,5.

말초 신경계로의 정상적인 축삭 신호 전달(본질적으로 나트륨/칼륨 유동에 의존)을

용이하게 하기 위해,

내신경막 미세환경은 엄격하게 조절된다3,5,6.

밀착접합을 형성하는 신경주위 근섬유모세포는

내신경막과 외신경막 간질액 구획 사이의 중요한 경계면을 제공하여

내신경막 미세환경을 추가로 조절하는 데 기여합니다.

그러나

이러한 세포들은

순환 혈액과 직접 접촉하지 않습니다.

내신경막 미세혈관은

순환 혈액과 직접 접촉하며,

혈액-신경 장벽(BNB)을 형성하는 것으로 간주됩니다7.

포유류에서 BNB는

일반적으로 혈뇌 장벽에 이어

두 번째로 제한적인 포유류 미세혈관 장벽으로 간주됩니다6,8,9,10,11,12.

생체 내에서,

내신경 미세혈관은 신경 활동, 혈압 및 혈액량 차이에 반응하여

미세혈관을 조절하는 특수 평활근 세포 역할을 할 수 있는

페리사이트와 기저막을 공유합니다1,2,13.

동일 조직 내 미세혈관 및 대혈관 내피세포 간,

서로 다른 조직의 내피세포 간,

그리고 서로 다른 종의 동일 조직 내피세포 간에도 표현형 및 기능적 차이가 발생하며,

세포 미세환경에 따라 분자적 및 기능적 적응이 이루어진다14,15,16,17,18,19,20,21,22,23.

혈뇌 장벽이나 상피 세포와 같은

다른 제한적 미세혈관 장벽에서 관찰된 현상과 기능적 메커니즘을 외삽하는 것은

제한적 장벽 시스템에 대한 일반적 지식을 제공하지만,

이는 말초 신경에 특이적으로 적용되지 않을 수 있습니다.

There is limited knowledge on the molecular composition, and as a consequence, the mechanistic changes that occur at the human BNB during development, in healthy homeostatic states and in disease4. Such knowledge is paramount to understanding peripheral nerve angiogenesis, vascular differentiation and the role of the BNB in regulating the endoneurial microenvironment to facilitate normal axonal growth and myelination, as well as the development and maintenance of its specialized restrictive barrier and adaptations to physiological changes in the systemic circulation. Furthermore, transport of water, ions and polar molecules, solutes, nutrients (sugars, amino acids, fatty acids), macromolecules and drugs into and out of the endoneurium in physiologic and pathophysiologic states has direct relevance to peripheral nerve function in health and disease, including targeted drug delivery.

The BNB is a major interface of interaction between hematogenous leukocytes and peripheral nerve endoneurium, thus peripheral nerve immunosurveillance and adaptive or pathological alterations that facilitate leukocyte transmigration following injury, inflammation and in autoimmune neuropathies (i.e. peripheral nerve immunobiology) requires identification of the relevant molecular components24. Animal model studies aimed at understanding peripheral nerve leukocyte trafficking in vivo should be guided by knowledge derived from human observational in situ data in order to increase biological relevance and translational potential.

인간 BNB의 분자 구성과 그에 따른 발달 과정,

건강한 항상성 상태 및 질병 상태에서 발생하는 기전적 변화에 대한 지식은

제한적입니다4.

이러한 지식은

말초 신경 혈관신생, 혈관 분화, 정상 축삭 성장 및 수초화를 촉진하기 위한

내신경막 미세환경 조절에서의 BNB 역할,

그리고 전신 순환의 생리적 변화에 대한 적응과 함께

특수한 제한적 장벽의 발달 및 유지에 대한 이해에 매우 중요하다.

또한 생리적 및 병리생리학적 상태에서

수분, 이온 및 극성 분자, 용질, 영양소(당류, 아미노산, 지방산),

고분자 및 약물의 신경내막으로의 유입 및 유출은 표적 약물 전달을 포함하여

건강 및 질병 상태에서의 말초 신경 기능과 직접적인 관련이 있습니다.

BNB는

혈행성 백혈구와 말초 신경 내막 사이의 주요 상호작용 인터페이스이므로,

손상, 염증 및 자가면역 신경병증(즉, 말초 신경 면역생물학) 후 백혈구 전이를 촉진하는

말초 신경 면역감시 및 적응적 또는 병리학적 변화는 관련 분자 구성 요소의 확인이 필요합니다24.

생체 내 말초 신경 백혈구 이동을 이해하기 위한 동물 모델 연구는

생물학적 관련성과 전환 가능성을 높이기 위해

인간 관찰적 현장 데이터에서 도출된 지식에 의해 주도되어야 합니다.

Significant advances have been made following the recent isolation and successful development of primary and immortalized human endoneurial or peripheral nerve endothelial cell lines that have resulted in some in vitro observational and functional studies relevant to understanding BNB angiogenesis, wound healing, response to extrinsic insult and metabolic derangements and alterations following physiological cytokine stimulus and normal/pathologic leukocyte trafficking7,25,26,27,28,29,30,31,32,33. However, current knowledge is incomplete as phenotypic changes may occur following primary endothelial cell isolation from endoneurial microvessels and culture compared to endoneurial endothelial cells in vivo, and immortalization may further alter the molecular composition and function of human BNB-forming endoneurial cells. Previous in situ peripheral nerve studies have identified several molecules expressed by the BNB using histochemical methods;17,24,34,35,36,37,38,39 however, such studies are limited by the quality of tissue preservation, availability and specificity of antibodies and other detection reagents, the clinical/scientific question being addressed, and possible ascertainment bias.

최근 1차 및 불멸화된

인간 내신경막 또는 말초 신경 내피 세포주(endoneurial or peripheral nerve endothelial cell lines)의

분리 및 성공적인 개발에 따른 상당한 진전이 이루어졌으며,

이는 BNB 혈관신생, 상처 치유, 외인성 손상 반응, 대사 장애 및 생리적 사이토카인 자극 후 변화,

정상/병리적 백혈구 이동에 대한 이해와 관련된 일부 in vitro 관찰 및 기능 연구로 이어졌다7,25,26,27,28,29, 30,31,32,33.

그러나

내신경 미세혈관에서 1차 내피세포를 분리하여 배양할 경우

생체 내 내신경 내피세포와 비교하여 표현형 변화가 발생할 수 있으며,

불멸화 과정이 인간 BNB 형성 내신경 세포의 분자 구성과 기능을 추가로 변형시킬 수 있으므로

현재 지식은 불완전하다.

기존의 in situ 말초 신경 연구에서는

조직화학 기법을 사용하여

BNB가 발현하는 여러 분자를 확인했습니다;17,24,34,35,36,37,38,39

그러나 이러한 연구는

조직 보존 품질, 항체 및 기타 검출 시약의 가용성과 특이도,

다루는 임상/과학적 질문,

그리고 가능한 확인 편향에 의해 제한됩니다.

In order to more completely elucidate the molecular composition of the normal human BNB, as required to provide an essential framework to understand endoneurial endothelial cell biology and the molecular determinants of physiologically relevant interactions between the systemic circulation and peripheral nerve endoneurium, we performed whole transcriptome shotgun sequencing or RNA-Sequencing on cultured early (P3)- and late (P8)-passage adult primary human endoneurial endothelial cells (pHEndECs) and laser-capture microdissected endoneurial microvessels from 4 cryopreserved normal adult human sural nerves to determine transcripts conserved in vitro with progressive culture and expressed by BNB-forming endoneurial microvessels in situ. We validated the human BNB transcriptome in situ by indirect immunohistochemistry of 31 expressed proteins performed on a histologically normal cryopreserved adult sural nerve from an individual not used for RNA-sequencing.

정상 인간 BNB의 분자 구성을 보다 완전하게 규명하기 위해,

내신경 내피세포 생물학과 전신 순환계와 말초 신경 내신경막 사이의 생리학적으로 관련 있는

상호작용의 분자적 결정인자를 이해하는 데 필수적인 틀을 제공하기 위해,

우리는 배양된 초기 (P3) 및 후기(P8) 배양 성인 1차 인간 내신경 내피 세포(pHEndECs)와

4개의 냉동 보존된 정상 성인 인간 비골 신경에서 레이저 캡처 미세 절제된 내신경 미세 혈관에 대해 전사체 전체 샷건 시퀀싱 또는 RNA 시퀀싱을 수행하여, 배양 진행에 따라 in vitro에서 보존되고 BNB를 형성하는 내신경 미세 혈관에 의해 in situ에서 발현되는 전사체를 확인하였다. RNA-Sequencing에 사용되지 않은 개인의 조직학적으로 정상적인 냉동 보존된 성인 비골 신경에서 수행된 31개 발현 단백질의 간접 면역조직화학법을 통해 인간 BNB 전사체를 in situ에서 검증하였습니다.

Results

Sample description

Archival slides of 1% toluidine blue-stained, basic fuchsin-counterstained 1 μm thick semi-thin plastic-embedded sections from the four normal adult sural nerves (2 men and 2 women, mean age 51 years at the time of biopsy) demonstrated normal axonal density (Fig. 1 A) and normal appearing endoneurial microvessels (Fig. 1B). FITC-conjugated Ulex Europaeus agglutinin-1 (UEA-1, a lectin that specifically binds to α-fucose residues and is generally considered to be the best marker of human vascular endothelial cells)7,40 accurately identified endoneurial microvessels and epineurial macrovessels on Optimum Cutting Temperature (OCT)-preserved axial sural nerve cryostat sections (Fig. 1C). The minimum total endoneurial microvessel area dissected per sural nerve biopsy was 135,516 μm2. Phase contrast photomicrographs demonstrate the spindle-shaped pHEndEC monolayer in culture 24 hours after confluence (Fig. 1D and E). Following reverse transcription, High Sensitivity cDNA electropherogram traces following depletion of ribosomal cDNA confirmed library quality prior to next generation sequencing (>90% between 150–750 base pairs in size, with >75% between 200–400 base pairs), as shown for a representative laser-capture microdissected pooled and concentrated endoneurial microvessel sample (Fig. 1F) and the P3 pHEndEC sample (Fig. 1G). The minimum concentration of cDNA obtained was 1900 pg/μL for endoneurial microvessels, with an average of 3100 pg/ μL obtained from confluent pHEndECs.

Figure 1

Sample characteristics. A representative digital light photomicrograph of a normal adult sural nerve plastic-embedded axial section, depicting the three peripheral nerve compartments is shown (A), with normal appearing endoneurial microvessels shown at higher magnification (B). A representative digital fluorescent photomicrograph of a normal sural nerve axial cryosection shows UEA-1-positive (green) endoneurial and epineurial vessels (C). A representative phase contrast digital photomicrograph shows confluent pHEndEC monolayers in culture (D), with a higher magnification image demonstrating their spindle shape without intercellular gaps (E). High sensitivity digital electropherograms following ribosomal RNA depletion demonstrate high quality cDNA for RNA sequencing from laser-capture microdissected endoneurial microvessels from a single normal adult (F) and P3 pHEndECs (G). Scale bars: A = 100 µm, B = 10 µm, C = 500 µm, D = 200 µm, E = 100 µm.

Full size image

Sequenced transcript quality and human genome alignment

Quality (Q) Scores demonstrated a probability of base calling error for each base pair by the sequencer for each sample as <0.001 for all samples, negating the need to remove any low quality reads/bases from the datasets. cDNA from all 4 laser-capture microdissected endoneurial microvessel samples had >50% of sequenced reads align uniquely or to multiple loci of the human genome (range 50.62–85.46%) with average input read length 137 (range 123–145). P3 and P8 pHEndEC cDNA had >95% of sequenced reads align uniquely or to multiple loci of the human genome (P3 96.67%; P8 96.72%) with an input read length of 98 for both samples. For all samples, >20 million reads aligned to the human reference genome (range 22.3–40.6 million), with no chimeric reads detected.

Human BNB transcriptome

Using predefined criteria of Fragments Per Kilobase of transcript per Million (FPKM) >0.1 (based on the lowest observed value of identified transcripts previously known to be expressed by the human BNB in vitro and in situ), we identified 18002 transcripts from a total of 60252 transcripts expressed by both P3 and P8 pHEndECs (the in vitro BNB [IVBNB]), with an 80.2% transcript overlap between these passages. 2122 transcripts were identified in the P3 pHEndECs only, associated by a total of 40 independent networks and subnetworks that predominantly reflected regulation of cell division and gene transcription (Supplementary Data file S1). 2312 transcripts were identified in the P8 pHEndECs only, associated by a total of 109 independent networks and subnetworks that predominantly reflected endothelial cell de-differentiation (83 independent networks; Supplementary Data file S2). A total of 15375 transcripts (out of 60252) were expressed by at least three of four laser capture microdissected microvessels (the in situ BNB [ISBNB]).

We identified 11281 transcripts expressed by the IVBNB and ISBNB, defining the normal human BNB transcriptome. These transcripts were associated by a total of 125 independent biological process, cellular component and molecular function networks, encompassing a total of 1369 networks and subnetworks (Supplementary Data file S3). There was a 67% transcript overlap between deduced human BNB and IVBNB, with an 84% overlap between the deduced human BNB and ISBNB, with an additional 5121 transcripts expressed in vitro only and 2492 transcripts expressed in situ only (Fig. 2A). Hierarchical clustering further demonstrated similarities (i.e. the human BNB) and differences between the IVBNB and ISBNB (Fig. 2B).

Figure 2

Human BNB transcriptome. Venn diagrams depict the human BNB defined as transcripts expressed by both the In Vitro BNB and In Situ BNB, with numbers indicating the number of transcripts identified based on predefined criteria (A). Hierarchical clustering (B) demonstrates transcripts that are equally expressed in vitro and in situ (a), highly expressed in situ (b), expressed in situ only (c), highly expressed in vitro (d) and expressed in vitro only (e).

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The transcripts expressed in vitro only were associated by 20 independent biological networks (total of 31 networks and subnetworks) that are predominantly indicative of active cell division, but also indicate cytokine/chemokine binding and regulation of leukocyte trafficking networks not detected in situ (Supplementary Data file S4). The transcripts expressed in situ only were associated by 42 major independent networks (total of 192 networks and subnetworks) that include myelination, nervous system development, glial cell differentiation, neuronal action potential signaling and circulatory system processes. These networks implied significant exclusion of in situ contaminating Schwann cells, axons and pericytes from the deduced human BNB transcriptome (Supplementary Data file S5).

The deduced human BNB transcriptome included previously identified vascular endothelial markers, enzymes, scavenger receptors, mitogen receptors, nutrient transporters, cellular adhesion molecules, chemokines, adherens and tight junction and junction associated molecules4,7,17,24,27,28,32,35,37,41, validating the accuracy of the deduced transcriptome. These had been identified by polymerase chain reaction (PCR), immunohistochemistry or western blot. We further validated the BNB transcriptome by demonstrating expression‎ of 31 selected cell membrane, chemokine receptor, cytoskeletal, junctional complex and secreted proteins by endoneurial microvessels in situ by indirect fluorescent immunohistochemistry (Fig. 3). The human BNB transcriptome also includes the uniformly expressed microvascular endothelial cell-specific transcription factor orthologs previously identified in mice42. Biologically important networks identified of particular importance to a restrictive microvascular barrier include endothelial cell migration/differentiation/angiogenesis/morphogenesis, intercellular protein organization/assembly, regulation of molecular transport, and immune response processes.

Figure 3

Validation of the human BNB transcriptome. Merged digital photomicrographs of sural nerve endoneurial microvessels (UEA-1 FITC-positive, green) in situ show BNB endothelial cell expression‎ (yellow-green, yellow or orange co-localization dependent of the relative fluorescent intensity of protein marker in red) of transporters (ABCA8, ABCB1, AQP1, SLC1A1, SLC2A1, SLC3A2, SLC5A6, SLC16A1 and SLC19A2), cytoskeletal proteins (ACTG1, CALD1, FLNA, MYO10), cell membrane proteins (CAV1, CD44, CD63, ESAM), junctional complex proteins (CDH5, CDH6, CLDN4, CLDN5, CTNNA1, GJA1, LIN7A, MPDZ, PCDH1, TJP1, VEZT, ZYX), vascular endothelial cell secreted protein CTGF, and chemokine receptor CXCR4. Positive expression‎ of AQP1, CALD1, CAV1, CD44, CD63, FLNA, MYO10 and SLC2A1 (red) by cells that surround and are in direct contact with endothelial cells (most likely pericytes), and ABCA8 by cells close to but not in direct contact with endothelial microvessels (most likely Schwann cells) are also observed. Nuclei are identified in blue. Original magnification 400X.

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A total of 408 transcripts expressed in situ were also expressed by P3 pHEndECs only. These transcripts were only associated by 4 independent biological networks: single organism signaling, nervous system development, cell communication and cell periphery; supporting the notion that these transcripts predominantly represent contaminating Schwann cell and axonal transcripts that were lost with endothelial cell culture (Supplementary Data file S6). However, glial-derived neurotrophic factor (GDNF) receptor GFRA1 (FPKM P3 = 0.15, P8 = 0) and its tyrosine kinase component, RET (FPKM P3 = 0.17, P8 = 0), previously detected and biologically active in response to exogenous GDNF at the human BNB in vitro during restoration of restrictive barrier characteristics following diffuse injury27, were detected through this analysis. Other potentially relevant BNB transcripts that may have been lost with pHEndEC culture based on our detection criteria include ABCB4 (energy-dependent phospholipid efflux transporter, FPKM P3 = 0.62, P8 = 0.05), AQP7 (water channel, FPKM P3 = 0.28, P8 = 0), CDH19 (adherens junction protein, FPKM P3 = 1.99, P8 = 0), CELSR2 (adherens junction protein, FPKM P3 = 0.41, P8 = 0.09), CGN (tight junction associated protein, FPKM P3 = 0.14, P8 = 0), GJC3 (gap junction protein, FPKM P3 = 0.16, P8 = 0.09), SLC17A7 (sodium-dependent phosphate transporter, FPKM P3 = 0.3, P8 = 0.09), SLC1A3 (glutamate transporter, FPKM P3 = 0.63, P8 = 0.09), SLC22A15 (organic ion transporter, FPKM P3 = 0.14, P8 = 0.01), SLC35F1 (unknown function, FPKM P3 = 1.34, P8 = 0.04), SLC38A3 (sodium-coupled neutral amino acid transporter, FPKM P3 = 0.71, P8 = 0.08), and protocadherins, PCDHGC4 (FPKM P3 = 0.17, P8 = 0.08) and PCDHGC5 (FPKM P3 = 0.21, P8 = 0.03).

There is a diverse repertoire of transcripts expressed by the deduced normal human BNB, supportive of an active role in homeostatic peripheral nerve function, and dispelling the notion that microvascular endothelial cells provide a relatively passive conduit for blood flow in normal healthy tissues. The repertoire of biological processes is depicted in Fig. 4, with “cellular process”, “metabolic process” and “localization” being three most common biological processes observed. In terms of molecular function, “binding”, “catalytic activity” and “structural molecule activity” represent the three most preval‎ent seen at the human BNB, as shown in Fig. 5, while genes involved in “cell part”, “organelle” and “macromolecular complex” are the most preval‎ent in terms of cellular component are shown in Fig. 6. The diversity of classified human BNB protein-coding transcripts is shown in Fig. 7, with “nucleic acid binding”, “transcription factor”, “hydrolase”, “enzyme modulator” and “transferase” being the most preval‎ent.

Figure 4

Human BNB Biological Process. PANTHER generated pie charts and bar histograms demonstrate the diversity of human BNB biologic processes and the number of genes implicated in each process.

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Figure 5

Human BNB Molecular Function. PANTHER generated pie charts and bar histograms demonstrate human BNB molecular function and the number of genes involved with each function.

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Figure 6

Human BNB Cellular Component. PANTHER generated pie charts and bar histograms demonstrate human BNB cellular component and the number of genes that contribute to each component.

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Figure 7

Human BNB Protein Class. PANTHER generated pie charts and bar histograms demonstrate the diversity of human BNB protein classes and the number of genes classified in each group.

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Human BNB transporters

The human BNB demonstrated 509 transporter transcripts that include members of the solute carrier transporter family (196), ATP-binding cassette transporter family (33), cation channels (76), anion channels (13), zinc transporters (14), solute carrier organic anion transporters (4) and aquaporins (3), as shown in Supplementary Data file S7. The extensive array of influx and efflux transporters, including several amino acid, carbohydrate, monocarboxylate and multidrug resistant transporters previously or currently demonstrated at the BNB by PCR, immunohistochemistry or western blot in vitro or in situ 4,7,25,30,37,43, provides a blueprint to determine which transporters are required for human endoneurial endothelial cell metabolism, as well as those responsible for maintaining endoneurial homeostasis by transporting essential ions, polar molecules, solutes, nutrients and macromolecules from circulating blood into the endoneurium for normal Schwann cell and axonal function, and removing metabolic waste products and xenobiotics from the endoneurium.

Human BNB intercellular junction complex

The molecular composition of the intercellular junction complex provides insights to the components of a specialized restrictive microvascular barrier system in health, as required to determine alterations that may occur in disease states. We ascertained expression‎ of 133 intercellular junctional complex transcripts, including 22 tight junction or junction-associated molecules, 45 adherens junction or junction-associated molecules, and 52 cell junction-associated or adaptor molecules by the human BNB (Supplementary Data file S8), significantly expanding previous limited knowledge4,5,7,27,30,32,35. Tight junction transcripts include 6 members of the claudin family (CLDN1, CLDN11, CLDN12, CLDN15, CLDN4 and CLDN5), occludin, zona occludens-1 and -2, junction adhesion molecules-1, -2 and -3, and endothelial cell adhesion molecule. Adherens junction transcripts include cadherins (CDH11, CDH13, CDH15, CDH2, CDH24, CDH5 and CDH6) and 36 protocadherins (a cadherin subfamily highly expressed in neural tissues)44. Cell junction-associated or adapter transcripts include the catenin family (α1, β1, δ1, and γ), nectin cell adhesion molecule-1, -2 and -3, and 8 members of the membrane associated guanylate kinase family. Five gap junction channel transcripts (known to facilitate intercellular communication [including between endothelial cells], as may be required for autocrine signaling pathways, for example, during neurodevelopment45) were also detected (GJA1, GJA4, GJA5, GJC1, GJC2).

Chemokines and chemokine receptors

We determined which chemokines and chemokine receptors may have homeostatic roles during immunosurveillance at the human BNB or actively participate in innate immune responses. These include CCL14 (induces enzyme release from monocytes), CCL2 (monocyte/macrophage and T-cell trafficking), CX3CL1 (natural killer, monocyte/macrophage, and T-cell trafficking), CXCL16 (natural killer T-cell trafficking and survival), and CXCL3 (neutrophil trafficking)46. Expression‎ of CXCL12 with its signaling receptor CXCR4 and atypical receptor ACKR3 (also known as CXCR7) that serves to modulate chemokine gradients for CXCR4, implies an important autocrine effect at the human BNB, such as in vascular remodeling46. Interestingly, expression‎ of CCL28 and one of its receptors, CCR10 by the human BNB similarly implies an autocrine role in normal endoneurial endothelial cell physiology (e.g. endothelial cell migration and capillary formation)47, suggesting redundancy in an important microvascular biological process. CXCR5 (typically expressed by B- and T-cells and has been recently shown to facilitate extracellular matrix remodeling)48 is also expressed by the human BNB.

As  stated previously, chemokine binding and regulation of leukocyte trafficking networks were detected in vitro that were not observed in situ. Transcripts detected in vitro only include chemokines involved in neutrophil trafficking (CXCL1, CXCL2, CXCL5, CXCL6 and CXCL8), T-helper 1 cell trafficking (CXCL9, CXCL10, CXCL11), T-helper 2 cell trafficking (CCL7, CCL8 and CCL26), T-helper 17 trafficking (CCL20), T-cell, and monocyte/macrophage trafficking as part of the innate and adaptive immune responses (CCL3, CCL4 and CCL5) and CCL16 implicated in dendritic cell maturation46. Atypical chemokine receptor CCRL2 (also known as ACKR5; function is currently undefined, but may serve as a “chemokine sink”) is also expressed by the IVBNB. It is possible that these endothelial cells are activated by in vitro culture resulting in increased chemokine gene transcription or there is some chemokine system dysregulation in situ following nerve biopsy and cryopreservation precluding detection and inclusion as part of the normal human BNB. Nonetheless, these data support an active role of the human BNB in hematogenous leukocyte interactions in peripheral nerves, as previously implicated24,26,43,49,50.

Immunoglobulin transport

Of further clinical relevance is the transport of circulating immunoglobulins (pathogenic or therapeutic) across the tight junction-forming human BNB. We observed transcript expression‎ of FCGRT (Fc fragment of IgG receptor and transporter) which binds to the monomeric region of IgG to facilitate its transcytosis to the apical or basolateral membrane of endothelial cells51 by the human BNB. However, PIGR (polymeric immunoglobulin receptor: binds dimeric IgA and pentameric IgM)51 was not expressed, suggesting that these large molecular weight antibody subclasses do not undergo human BNB transport in normal nerves or do so via undefined non-receptor-mediated transcytosis pathways. It remains to be determined whether adaptive or pathologic changes in FCGRT or PIGR expression‎ occur at the human BNB with different disease states to modulate immunoglobulin transport between the blood circulation and the endoneurium.

Discussion

We utilized RNA-sequencing on confluent P3 and P8 pHEndEC monolayers and normal adult laser-capture microdissected endoneurial microvessels to deduce the human BNB transcriptome. Genome Reference Consortium Human Reference 37 (hg19) was used rather than the more recently released Reference 38 (hg38) as hg19 is currently the most widely accepted genome to align human data to, with most of the current human genome databases utilizing hg19 coordinates.

pHEndECs isolated and purified from a single donor were used, and previous work demonstrated a ~95% purity at P3, using indirect fluorescent immunohistochemistry and flow cytometry, with loss of contaminating pericytes and fibroblasts with continued culture using our defined culture conditions that involved seeding these endothelial cells at 10,000–15,000 cells/cm2 7. Variations in pHEndEC shape and diameter with differences in cytoplasm-to-nucleus ratio in culture had been observed based on the proliferating state7. By selecting transcripts expressed by both P3 and P8 pHEndECs to define the IVBNB transcriptome, we sought to identify transcripts that persisted with continuous cell culture and eliminate induced transcript expression‎ as a direct consequence of recent endothelial cell isolation from peripheral nerves that required ex vivo manual endoneurial bundle stripping, aggressive enzymatic digestion and density gradient centrifugation, as well as the effects of pHEndEC de-differentiation that may occur as a consequence of extended in vitro culture.

By selecting transcripts expressed in endoneurial microvessels from three of the four normal adult sural nerves, we sought to include conserved transcripts in unrelated individuals and reduce the effect of contaminating luminal or migrating leukocytes, pericytes that share a basement membrane with endothelial cells and myelinated axons that are commonly reside ~5–10 μm away from endoneurial microvessels as shown on glutaraldehyde-fixed, osmium tetroxide post-fixed, plastic-embedded sections (Fig. 1B). A high concentration of UEA-1 FITC was used to identify endoneurial microvessels in ethanol-fixed cryostat sections at lower magnification to facilitate rapid laser capture microdissection as to limit RNA degradation associated with sample processing and direct laser effects. Rather than view and image the residual endoneurium following endoneurial microdissection, we observed each microdissection cap at higher magnification for extraneous material and excised these using tape or laser ablation, depending on its size.

Taking into account our definition of the human BNB transcriptome, the probability that transcripts identified as the IVBNB (18002/60252) and ISBNB (15375/60252) occur in both independently derived transcriptomes is 0.076 [(18002/60252) x (15375/60252)], supporting our notion that the identified transcripts are highly conserved by normal adult endoneurial endothelial cells in vitro and in situ. The validity of approach is further evidenced by the inclusion of transcripts that were previously demonstrated at the BNB in vitro or in situ by PCR, immunohistochemistry or western blot, our indirect fluorescent immunohistochemistry validation of endoneurial microvessel protein expression‎ in situ, eval‎uating transcripts with mean FPKM values between 0.8 and 750.5 in situ and 0.4 and 3012.4 in vitro using another histologically normal adult cryopreserved sural nerve biopsy, as well as uniformly expressed microvascular endothelial specific transcription factor orthologs (i.e. vascular identity factors) previously observed in mice, including cerebral microvascular endothelial cells4,7,17,24,25,28,30,35,37,42. We also identified a few additional transcripts, such as the previously validated GFRA1 and its receptor tyrosine kinase RET 27, intercellular junctional complex molecules and transporters that were expressed by laser-capture microdissected endoneurial microvessels in situ that were lost with pHEndEC culture. It is important to recognize that some “classic” markers of pericytes, Schwann cells and fibroblasts are known to be expressed by vascular endothelial cells, emphasizing the importance of using biological networks and subnetworks deduced from PANTHER analysis to aid identify cell types based on known or expected biological function52,53,54,55.

This comprehensive list of transcripts and the associated networks provides the framework for biologically relevant studies on human BNB angiogenesis during peripheral nerve development and following injury, formation of restrictive intercellular junctions and adaptations under normal physiological and pathophysiological states, hydraulic conductivity (i.e. transendothelial water flux) in response to changes in hydrostatic pressure and endoneurial interstitial volume and the transport kinetics of ions, polar molecules, solutes, nutrients, macromolecules (such as immunoglobulins) and drugs/ xenobiotics into and out of the peripheral nerve endoneurium in health and disease. Hypothesis-driven studies relevant to leukocyte-endothelial interactions unique to the human BNB during immunosurveillance would be guided by the established transcriptome profile of chemokines and other constitutively expressed cellular adhesion molecules. Furthermore, direct transcript database comparison of the human BNB transcriptome with restrictive and non-restrictive barrier-forming human microvascular endothelial cells, including the blood-brain barrier, would aid determine transcripts and specific biological networks potentially unique to the human BNB for functional assessment using pHEndECs in vitro.

Our overall strategy makes the assumption that any rare contaminating Schwann cells, pericytes, axons and endoneurial macrophages and fibroblasts present following pHEndEC isolation that may exist in early passage cultures would be lost with continuous culture in endothelial cell growth supporting conditions. Our data analysis showed 89.4% of transcripts expressed by P3 pHEndECs and 88.6% of transcripts expressed by P8 pHEndECs were expressed by both and included in the IVBNB transcript database, attesting to the fact that there was relatively little change in transcript expression‎ between passages 3 and 8. This observation does not support preferential proliferation of contaminating cells such as pericytes with extended pHEndEC culture. Excluded transcripts were predominantly associated by networks involved in regulation of cell division and gene transcription (P3) and de-differentiation (P8).

We cannot exclude the possibility that cultured pHEndECs could have acquired some non-vascular transcripts due to early de-differentiation that overlap with these contaminating cells in situ, resulting in their inclusion as part of the human BNB transcriptome. In situ RNA degradation in OCT-cryopreserved sural nerves and subsequent degradation following endoneurial laser capture microdissection could have occurred, resulting in a failure to completely identify transcripts expressed by purified viable endoneurial endothelial cells in vitro. Another question is whether there is appreciable microvascular endothelial cell heterogeneity within the same or different parts of the peripheral nerve endoneurium. The sural nerve is one of the terminal branches of the sciatic nerve with its fascicles in direct continuation, so we do not necessarily expect differences in BNB molecular composition. We did not attempt to eval‎uate BNB diversity between normal adult nerves in this study; however deduction of the normal human adult BNB transcriptome provides a framework for future comparative studies. It is also quite possible that some of the expressed protein coding transcripts are not translated, or expressed in the presumed cellular compartments at the human BNB in vivo. The overall aim was to establish a comprehensive molecular signature of the normal human BNB, providing an essential blueprint or reference guide for future translationally relevant peripheral nerve biology studies in health and disease.

Targeting drug delivery across restrictive tight junction-forming microvascular barriers, such as the blood-brain barrier, and target site tissue retention at physiologically active concentrations have become essential considerations in therapeutic drug design strategies. This has implications for effective local and systemic drug administration targeting normal (e.g. anesthesia) and abnormal peripheral nerves (e.g. analgesia) with limited off-target or unwanted side effects. Knowledge of the components and regulators of small molecule and macromolecular transport unique to the human BNB would aid medicinal chemists and pharmacologists develop drugs with high BNB influx permeability, utilizing the array of influx transporters, channels and receptor-mediated transcytosis components to aid drug design, with specific modifications made to modulate drug efflux in the opposite direction as a means of increasing peripheral nerve endoneurial bioavailability and efficacy.

Detailed knowledge of the molecules relevant for BNB angiogenesis and intercellular junction complex formation could guide therapeutic strategies for peripheral nerve repair following traumatic injury, recognizing that rapid restoration of the normal endoneurial microenvironment may be an essential prerequisite for axonal regeneration and remyelination. Incorporation of specific essential vascular growth and differentiation factors in peripheral nerve grafts/conduits that facilitate BNB formation is an important consideration with translational potential to the clinic guided by the human BNB transcriptome.

Similarly, this study also provides essential information on the possible determinants of leukocyte trafficking during normal immunosurveillance and the biological networks that may be implicated in peripheral nerve innate and adaptive immune responses. This knowledge could provide insights into understanding the mechanisms of human BNB response to injury, microbial entry from the bloodstream into peripheral nerves and response to viral infections. Our work should also guide studies designed to understand the interactions between the systemic immune compartment and peripheral nerves relevant to understanding the pathogenesis and targeted treatment of peripheral nerve-restricted autoimmune disorders such as Guillain-Barré syndrome and chronic inflammatory demyelinating polyradiculoneuropathy. It is hoped that the deduced human BNB transcriptome and its associated networks and subnetworks will stimulate hypothesis-driven mechanistic studies that would significantly increase our understanding of specialized restrictive barrier-forming human microvascular endothelium.

Materials and Methods

Human sural nerve laser-capture microdissection

OCT-cryopreserved sural nerve biopsies stored at −80 °C from 4 adults (2 men and 2 women) with histologically normal peripheral nerves defined as no visually detectable structural abnormalities on routine light microscopy with no known history of systemic or neurological disorders were obtained from the Shin J Oh Muscle and Nerve Histopathological Laboratory, University of Alabama at Birmingham. Informed consent for clinical and research purposes was obtained from every patient undergoing biopsy. The study was approved by the University of Alabama at Birmingham Institutional Review Board, with an exemption obtained to use archived pathological specimens for research (Protocol Number X140321012). All specimen handling and experiments were performed in accordance with relevant guidelines and regulations as stipulated by the University of Alabama at Birmingham. To reduce the impact of RNase activity, RNase-free reagents were utilized whenever available, and all materials and surfaces including tissue slides, cryotome blades and blade holder were cleaned with RNaseZap (Invitrogen) and 70% ethanol prior to sectioning.

20 μm thick axial cryostat sections were transferred to polyethylene naphthalate (PEN) membrane glass slides (Invitrogen catalog number LCM0522) and stored in 50 mL centrifuge tubes at −80 °C for no longer than 10 days. In order to detect endoneurial microvessels, slides were fixed for 2 minutes in 95% ethanol, rinsed twice for 30 seconds in RNase-free phosphate buffered saline (RF-PBS; Ambion), and stained with 500 μL of 100 μg/mL FITC conjugated Ulex Europaeus Agglutinin (UEA)-1 (UEA-1 FITC, Sigma-Aldrich; St. Louis, MO) in RF-PBS for 5 minutes. Slides were washed five times for 10 seconds each in RF-PBS and dehydrated in 70% ethanol for 30 seconds, 95% ethanol for 30 seconds, 100% ethanol for 1 minute and xylene (≥99% pure) for 5 minutes, adapting a protocol used for cerebral microvessels56.

UEA-1 FITC-positive endoneurial microvessels were imaged, annotated, and captured using the Arcturus XT system equipped with CapSure Macro laser-capture microdissection [LCM] Caps (Invitrogen catalog number LCM0211). Epineurial and perineurial macrovessels were excluded. Capture was performed using the following infrared (IR) settings: IR spot spacing = 80; IR spot diameter = 6; IR spot power = 80; IR spot duration = 50; IR spot/cut length = 500; tab length = 0; with ultraviolet (UV) cut length = 1500; and UV cutting speed = 1000. Additional xylene dehydration was required to reduce high background fluorescence on some slides prior to annotation and capture. Following capture, each cap was inspected for inappropriately captured tissue. Large extraneous areas were gently removed with tape, while smaller areas were ablated with the laser. Caps were placed in a 0.5 mL microcentrifuge tube with 50 μL RNA extraction buffer, inverted, and stored on dry ice or at −80 °C until RNA isolation. Unless otherwise stated, all reagents were from Thermo Fisher Scientific (Waltham, MA).

Similarly, 20 μm thick axial cryostat sections were also transferred to polyphenylene sulfide (PPS) membrane slides (Leica Microsystems; Buffalo Grove, IL) for LCM using a Leica Microsystems LMD6 scope and stored at −80 °C for no longer than 10 days. To identify endoneurial microvessels, slides were fixed for 2 minutes in 70% ethanol, and washed for 30 and 60 seconds in RF-PBS. Slides were stained 350 μL of 40 μg/mL UEA-1 FITC in RF-PBS for 10 minutes, washed for 30 and 60 seconds in RF-PBS, dehydrated for 2 minutes in 70% ethanol followed by 30 seconds in 100% ethanol, and air dried for 5 minutes. Endoneurial microvessels were microdissected using the Leica system using the “Move and Cut” mode over a 30 min period according to the manufacturer’s instructions, excluding epineurial and perineurial macrovessels. Laser alignment was tested prior to capture for each slide used. The LMD6 system UV (355 nm) laser uses a pulse frequency of 80 Hz, pulse length of < 4 ns and maximum pulse intensity of 70 μJ, with dissected material dropping into the collection tube cap by gravity. Sample humidity levels were controlled by limiting drying times and excessive static was alleviated by dipping slides in 70% alcohol. Following capture, 50 μL of Qiazol (Qiagen; Hilden, Germany) was added to well of cap, the tube was closed and incubated inverted at room temperature for 5 minutes, and stored on dry ice or −80 °C until RNA isolation.

RNA isolation

RNA was isolated from endoneurial microvessels dissected with the Arcturus XT system using the Arcturus Pico Pure Isolation Kit (Thermo Fisher Scientific), according to the manufacturer’s directions. Caps were heated at 42 °C for 35 minutes (using Pico Pure extraction buffer (XB)) for 15 minutes with membrane removal using RNaseZap-treated forceps and placed in bottom of tube in XB for additional 20 minutes. Following RNA binding to the column, an on-column DNase digestion for 15 minutes using 80 μL DNase Mixture (Qiagen RNase-free DNase Set, catalog number 79254) was performed to remove contaminating genomic DNA. RNA was eluted using 20 μL RNase-free water supplied with the kit. RNA from endoneurial microvessels dissected with the Leica system was extracted using the miRNeasy kit (Qiagen, Hilden, Germany, catalog 217084), according to the manufacturer’s instructions. On-column DNase digestion was also performed to remove contaminating genomic DNA using the RNase-free DNase Set (Qiagen, catalog79254). Isopropanol-containing RNA was eluted using RNase-free water. Extracted RNA was stored at −80 °C prior to further use.

Primary human endoneurial endothelial cell culture and RNA isolation

Primary human endoneurial endothelial cells (pHEndECs) were previously isolated and purified from the sciatic nerves of a decedent 38 year old woman with no known history of systemic or neurological disease via endoneurial stripping, and sequential enzymatic digestion and density centrifugation, and cultured as published7. pHEndECs were expanded on rat-tail collagen-coated Coring CellBIND® flasks or Petri dishes in freshly prepared growth medium consisting of RPMI-1640, 10% NuSerum, 10% fetal bovine serum, 1% vitamin solution, 1% non-essential amino acid solution, 1% sodium pyruvate, 1% penicillin-streptomycin, 2 mM L-glutamine, 10 mM HEPES buffer, and enriched with 50 μg/mL endothelial cell growth supplement, 1 ng/mL human recombinant basic fibroblast growth factor and 10 U/mL heparin, from the same vendors. pHEndECs were passaged at 80–90% confluence, and allowed to grow to complete confluence at early- (P3) and late- (P8) passages before total RNA was extracted 24 hours later using TRIzol reagent according to the manufacturer’s instructions, as previously published7,25,27. Extracted RNA was stored at −80 °C prior to further use.

RNA-Sequencing

RNA yield and quality were determined on an Agilent 2100 BioAnalyzer using the Pico Chip (Santa Clara, CA). RNA obtained from a minimum of 200 laser-capture microdissected endoneurial microvessels per adult nerve were pooled and concentrated on a Savant SpeedVac (Thermo Fisher Scientific; Waltham, MA) or used as extracted from P3 and P8 pHEndECs. cDNA libraries were generated using the SMARTer Stranded Total RNA-Seq Kit - Pico Input Mammalian (Clontech, catalog 635005) and ribosomal cDNA was depleted prior to the final amplification step as per the manufacturer’s instructions. High Sensitivity DNA electropherogram traces were captured on the BioAnalyzer to confirm‎ the quality of the RNA-Seq Libraries. The final libraries were quantified by quantitative PCR (Kapa Biosystems, Inc. Woburn, MA). Equal nanomolar amounts of libraries were mixed prior to loading on to the sequencer.

Next Generation Sequencing was performed by the UAB Heflin Center Genomics Core using the Illumina NextSeq. 500 (100 Gb/flowcell) Sequencing Platform setup to capture 75 base pairs (bp), paired end sequences (for endoneurial microvessels) and 50 bp, paired end sequences (for pHEndECs), as per the manufacturer’s standard protocols (Illumina Inc. San Diego CA). Quality (Q) Scores (prediction of base calling error probability from the sequencer) were determined for each base pair from each sample (in duplicate). Sequence alignment was performed using STAR program referenced to Genome Reference Consortium Human Reference 37 (hg19). Transcript annotation was performed using PANTHER (http://www.pantherdb.org/)57.

Transcript analyses

Transcript quantification for the P3 and P8 pHEndECs, and the laser-capture microdissected endoneurial microvessels from four normal adult sural nerve biopsies was performed using Fragments Per Kilobase of transcript per Million (FPKM). FPKMs were generated using Cufflinks and Cuffdiff software programs58. Guided by currently known transcript or protein expression‎ at the human BNB in vitro or in situ 4,7,17,24,27,28,30,32,35,37,59, a detection threshold of FPKM >0.1 was set to identify expressed transcripts. Transcripts with FPKM ≤0.1 were defined as no expression‎ and transcripts with zero FPKM in all samples were removed.

The in vitro BNB (IVBNB) was defined as transcripts expressed by both P3 and P8 pHEndECs. The in situ BNB (ISBNB) was defined as transcripts expressed in at least 3 out of 4 adult sural nerve biopsy laser-capture microdissected endoneurial microvessel samples. The human BNB transcriptome was defined as transcripts expressed by both the IVBNB and ISBNB. These common transcripts should exclude pericyte, Schwann cell, fibroblast, leukocyte and axonal transcripts that may contaminate early passage pHEndECs or laser-capture microdissected endoneurial microvessels. To identify possible transcripts expressed by the human BNB in situ that may be lost with pHEndEC culture, transcripts expressed by the ISBNB and P3 pHEndECs were also identified. The average IVBNB and ISBNB FPKMs for each transcript was used for hierarchical clustering. Transcript overlaps between the P3 and P8 pHEndECs, and the IVBNB and ISBNB were generated using custom scripts. Cluster 3.0 and JAVA Treeview software packages were used for hierarchical clustering and heatmap generation respectively60,61.

The human BNB transcriptome functional classification was performed using PANTHER. This program performs pathway enrichment analyses referenced to GO ontology and utilizes Fisher’s one-tailed test (also known as cumulative hypergeometric probability) with its specific multiple testing correction algorithm (g:SCS) to determine the probability that genes associated by a specific network/subnetwork occur by random chance. Lower p-values are generally indicative of higher odds that the assigned association is important and reveals relevant biological information. Statistical significance is set at p ≤ 0.05. Pie charts and bar histograms were generated to demonstrate BNB biological function, cellular component and protein class GO-terms distribution and quantity62. Lists of transporters, junctional complex components and chemokines/chemokine receptors expressed by the human BNB were generated by referencing PANTHER generated functional classification lists based on gene ID against the database of all identified human BNB transcripts and recently published references on these gene subfamilies to ensure completeness46,63,64,65,66,67,68,69.

Transcript expression‎ validation

Validation of transcript expression‎ by the deduced human BNB was performed in situ by indirect fluorescent immunohistochemistry on 10 μm thick cryostat sections of a histologically normal cryopreserved sural nerve biopsy from a 44 year old woman using an array of 31 adhesion, cell membrane, chemokine receptor, cytoskeletal, junctional complex (including adherens, gap and tight junctions and their adapters), secreted and transporter proteins with mean transcript FPKM values varying between 0.8 and 750.5 in situ and 0.4 and 3012.4 in vitro (Table 1).

Table 1 Human Blood-Nerve Barrier Transcriptome validation antibodies.

Full size table

Consecutive 10 μmthick axial cryostat sections were fixed in acetone at −20 °C for 5 minutes, washed with 1X Phosphate Buffered Saline (PBS) and air-dried at room temperature for 5 minutes prior to blocking with 10% normal goat serum (NGS) in 1X PBS for 30 minutes. Without washing, each slide was incubated with a single primary antibody diluted in 2% NGS in 1X PBS for 1 hour at room temperature. Following washing, slides were incubated with either goat anti-mouse IgG (H + L) Alexa Fluor® 594 conjugate (Catalog # A-11005, Life technologies, Carlsbad, CA: 4 μg/mL) or goat anti-rabbit IgG (H + L) Alexa Fluor® 594 conjugate (Catalog #A-11037, Life technologies: 4 μg/mL) with UEA-1-FITC (Catalog # L9006, Sigma-Aldrich, 10 μg/mL) in 2% NGS in 1X PBS for 1 hour at room temperature in the dark. Following a final wash, all sections were stained with 0.45 μM 4, 6-diamidino-2-phenylindole (DAPI) for 5 minutes to detect nuclei and mounted with ProLong® Gold antifade mounting medium (Life technologies, Catalog # P36934). Digital photomicrographs were taken using an Eclipse Ci-S Upright epifluorescent microscope with a D5-Qi2 camera (Nikon Instruments Inc., Melville, NY) and merged using the Nikon Elements software.

Data and materials availability

The human blood-nerve barrier transcriptome data (including Supplementary Data file S3) have been deposited in National Center for Biotechnology Information's Gene Expression‎ Omnibus and are accessible through GEO Series accession number GSE107574 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE107574). pHEndECs may be obtained through an MTA. Detailed isolation protocols have been previously published.

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