Sadaf Mahboudi1, Kazem Parivar2, Zohreh Mazaheri3, S Hiva Irani1. 1. Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran. 2. Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran. Email: kazem_parivar@yahoo.com. 3. Basic Medical Sciences Research Center, Histogenotech Company, Tehran, Iran.
Infertility is a serious physiological problem in human populations, especially in young
adults. Epidemiological studies have showed that, male infertility accounts for
approximately 50% of all causes of infertility among couples (1). Transplantation of stem
cells for infertility has attracted many attention of researchers in recent years. Germ
cells are differentiated cells that contribute to the complicated processes of
fertilization. To date, many researchers have devoted themselves to reproducing germ cell
differentiation, or gametogenesis, in vitro (2). It has been established
that mesenchymal stem cells (MSCs) which are mainly derived from bone marrow or adipose
tissues have great potentials (3) for the repair of various types of tissues. MSCs can
differentiate into bone, neurons, adipose, cartilage, muscle, hepatocytes, insulin-producing
cells, and skin in proper conditions in vivo (3-5). Also it is stated that
MSCs have been regarded as an attractive and promising tool for cell-based therapy in immune
disorders and inflammatory diseases, as well as for regenerative medicine, owing to their
potent immunomodulatory function, paracrine effects and capacity of multilineage
differentiation. Previously, other researcher show that generation of spermatogonial stem
cells (SSCs) from MSCs in vitro (6).Furthermore, stem cells can be readily isolated, they have high proliferation rates and
high potentials for the differentiation into various types of cells. Based on these
features, they could be valuable to be applied for autologous transplantation. Nayernia et
al. (7) demonstrated that murine bone marrow stromal cells (BMSCs) are able to differentiate
into early germ cells in vitro and in vivo. Also, Cakici
et al. (8) recently demonstrated that adipose tissue-derived mesenchymal stem cells (ASCs)
which were probed by green fluorescent protein (GFP) are capable differentiating into
sperm-like cells that could lead to the recovery of fertility in a rat model of
busulfan-treated azoospermia (9).It has been shown that BMP4 and retinoic acid are frequently employed for the differentiation of MSC into
spermatogonial cells. However, only a small proportion
of cells would be able to differentiate, or in the case of
differentiation, they would not be capable of continuing
the spermatogenesis process. Recently researchers have
been focused on short sequences of micro RNAs for the
differentiation of MSCs into different lineages of cells.MicroRNAs can regulate the expression of the vast
majority of proteins at post-translational level by miRNA-induced silencing complex (miRISC). This complex is
able to bind their target mRNAs, and then it degrades the
synthesized mRNAs, leading to the silencing of a particular
gene. The silencing of genes is an essential biological
phenomenon by which numerous cellular processes
including self-renewal, proliferation, differentiation, and
apoptosis could be fine-tuned (10). Moreover, studies
have reported that miRNAs are highly expressed and they
are involved in the process of spermatogenesis (11-17). In
line with this study, the loss of DICER (a protein which
facilitates the activation of the RISC activation) could
be resulted in a defect in germ cell development (18,
19). Tong et al. (20), characterized the active miRNAs
involved in the development of spermatogonial cells
by the microarray method. These researchers identified
the profile of a number of miRNAs in undifferentiated
spermatogonial cells (THY1+-enriched).Other study showed that Mirlet7 family plays a significant role in the spermatogonial
differentiation (19). Also other reports indicated that both miR-17-92
(miRc1) cluster and its paralog miR-16b-25 (miRc2) cluster contribute to
the self-renewal of SSCs and the promotion of the proliferation of undifferentiated
spermatogonial cells. The spermatogonial differentiation depends on several intrinsic and
extrinsic signaling proteins, modulate the expression of the leading genes. The
downregulation of LIN28, MYC, MYCN, miR-17-92 (miRc1), and
miR-106b-25 (miRc3) promotes the differentiation of the
undifferentiated spermatogonial cells (16). The field of biotechnology has a tremendous and
pivotal contribution to the manipulation of cellular contents to obtain the desired outcomes
in biological events. The transfection of cells with miRNAs is one of the exemplary
strategies for the overexpression/downregulation of a particular miRNA to alter cellular
behaviors. This strategy has become an important tool in miRNA-based therapeutics (21). The
goal of the current research has been focused on the role of the miR-106b
cluster in the differentiation of adipose-derived MSCs (ADMSCs) into PGCs independent of the
use of BMP4. The corresponding miRNA was overexpressed in ADMSCs for 4 days to induce the
differentiation of these types of cells.
Materials and Methods
Ethics statement
In this experimental study, the perusala case-control
was approved by the Human Ethics Committees of Azad
University (Code number: IR.IAU.SRB.REC.1396.71). The adipose tissue were removed and transferred under
the approved protocols to the research laboratory. All
efforts were made under sterile conditions.
Cell isolation and culture
Samples containing male adipose (n: 9 samples- age: 25-40 years) under local anesthesia
were obtained from cosmetic surgeries performed for the liposuction in Imam Khomeini
Hospital (all subjects signed an informed consent). Samples were washed several times in
phosphate buffered saline (PBS, Gibco, Germany). Then, the tissues were minced and treated
with an equal volume of 0.075% type I collagenase (Sigma, Germany) with continuous
agitation at 37˚C for 1 hour. The enzyme activity was neutralized with Dulbecco’s Modified
Eagle Medium (DMEM) high glucose without glycerophosphate (Sigma, Belgium) solution
containing 10% fetal bovine serum (FBS, Gibco, UK) and then centrifuged at 1200 ×g for 10
minutes to obtain a high-density cell pellet (Clinical Benchtop Centrifuges). The
resultant supernatant was discharged, and stromal vascular fraction (SVF) pellet was mixed
with 2,000 µl DMEM solution using a pipette. The suspended cells were subsequently passed
through 100 µm nylon filter mesh (Falcon Company, USA) and incubated at 37˚C in 5%
CO2 in DMEM solution containing 10% FBS. The medium was replaced every 2
days.
Characterization of adipose-derived stem cells by
Flow cytometry
ADSCs were washed three times in PBS and then
centrifuged (Hettich, Germany) at 400 g for 5 minutes and
resuspended in ice cold PBS. For the blockade of nonspecific bindings, the cells were rinsed with 10% bovine
serum albumin (BSA, Gibco, UK) in PBS for 30 minutes,
washed three times in PBS, and incubated with mouse
anti-human CD90 (Abcam, Germany), Rabbit anti-human CD105 (Abcam, Germany), Rabbit anti-human
CD34 (Abcam, Germany) and rabbit anti-human CD45
(Abcam, Germany), Mouse anti-human CD44, Mouse
anti-human CD73 as a primary antibody at 4˚C for 1 hour.
Then, the primary antibodies were washed three times in
PBS at room temperature and incubated with goat anti-rabbit IgG conjugated with FITC and goat anti-mouse
IgG conjugated with phycoerythrin (PE) as a secondary
antibody at a ratio of 1:100 at 37˚C for 30 minutes in the
dark. Afterward, the cells were washed twice in PBS,
centrifuged at 400 g for 5 minutes, and evaluated by flow
cytometry (Olympus, Japan). The percentage of positive
cells was calculated with respect to the negative control.
The isotype antibody was applied in negative controls.
Osteogenic differentiation
To induce the differentiation of ADSCs (at the fourth
passage) into osteogenic cells, the culture medium of
ADSCs changed to osteogenic maintenance medium
containing 10 mM β-glycerophosphate, 0.2 mM ascorbic
acid, and 7-10 M dexamethasone for 21 days (all chemicals were purchased from Sigma, UK). Cells in a culture
medium were nourished every three days throughout the
study. To confirm the differentiation of osteogenic cells,
Alizarin Red S stain was used. Briefly, the osteogenic
medium was removed and washed three times in PBS.
The cells were fixed in 70% ethanol at 4˚C for 1 hour.
After the fixation process, cells were rinsed in deionized
water and air-dried. The fixed cells were stained with 2%
Alizarin Red S (pH=7.2, Sigma, Belgium) at 37˚C for 1
hour, washed in deionized water, and photographed under
an inverted microscope (Olympus, Japan).
Adipogenic differentiation
ADSCs at the fourth passage were incubated for 21
days with adipogenic maintenance medium containing
50 μg/ml indomethacin, 50 μg/ml ascorbic acid, and 100
nM dexamethasone (all chemicals were purchased from
Sigma, Germany). The medium changed every three days.
The adipogenic differentiation was confirmed using Oil
Red O (Sigma, Germany) staining. Briefly, the adipogenic
medium was removed and washed three times in PBS.
The cells were fixed in 10% formalin for 30-60 minutes at
room temperature, washed in distilled water, and treated
with 2 mL isopropanol (60%) for 5 minutes. Then, they
were removed and stained with Oil Red O (2 mL to each
well) at room temperature for 5 minutes. Finally, the
cells were rinsed in tap water and photographed under an
inverted microscope (Olympus, Japan).
Study design
The induction of PGCs differentiation was performed based on previously research (22). At
the fourth passage, the sub-confluent culture of MSCs maintained in DMEM solution
supplemented with 10% FBS. Forty-eight hours prior to the induction of PGCs
differentiation, media were replaced with pre-induction media consisting of DMEM, 20% FBS,
and 25 ng/ml BMP4 (BME; Sigma, St. Louis, MO, Germany). To induce the PGCs differentiation
and enrichment, the pre-induction media were removed, and the cells were washed with PBS.
After that, cells were transfected by a lentivector expressing miR-106b.
The percentage of PGCs-like cells was calculated in 10 randomly chosen fields under an
inverted microscope. Each experiment was carried out triplicate.
MiR-106b transfection
A lentiviral vector expressing miR-106b was procured from Gene Copoeia
Inc. The lentivirus containing miR-106b and its control vector was
purchased from Biosettia (USA). The lentivirus was generated regarding the User Manual of
theLenti‐Pac™ HIV Expression Packaging Kit (GeneCopoeia, Inc.). For the transfection of
ADSCs with lentivirus, 1×106 ADSCs were seeded on the plates, and 20 µl of
virus suspension (MOI of 50) was added to the plates. The miR-106b and
its negative control were transfected into pre-inducted ADSCs using lipofectamine 3000
(Invitrogen, USA), in accordance with the manufacturer’s instructions. The cells were
transferred to a plate, and cultured in 5% CO2 at 37˚C for 4 days.
Reporter gene assay
Hek293 cells were infected with lentivirus carrying the miR-106b for 2
days. The GFP activity was monitored 24 hours after the transfection using the fluorescent
microscopy assay system (Labo Med, USA). The GFP activity was considered as an internal
control.
Cell cytotoxicity assay
To determine the cytotoxicity of miR-106b transfection in MSCs, the cell
viability was measured using MTT (3-(4, 5-Dimethylthiazol-2-yl)-2, 5-diphenyltetrazolium
bromide (Atocel, Austria). Briefly, 1× cells were seeded on 96 well-plates and incubated
at 37˚C overnight to allow the cells to adhere. The cells were then treated with multiple
concentrations of miR-106b including 0, 0.25, 0.5, and 1 µg of the
corresponding miRNA. After the incubation, cells were incubated with MTT solution (5
mg/ml) for 4 hours at 37˚C and then the medium was removed to solubilize formazan
crystals. Afterward, 100 µl dimethyl sulfoxide (DMSO, Merck, Germany) was added to each
well, and the absorbance was measured using an ELISA reader (Bio-Rad Laboratories, USA) at
an excitation wavelength of 570 nm. The percentage of viability was evaluated by the
comparison of the absorbance of treated cells with the control cells.
Immunocytochemistry
Cultured PGCs were fixed with 4% paraformaldehyde,
incubated with primary antibody, at a dilution of 1:100,
against CD90 (Santa Cruz Biotechnology, Santa Cruz,
CA, USA) at 4˚C overnight. Then, the cells incubated
with secondary antibody conjugated with FITC at room
temperature for 1 hour. DAPI (Sigma, Germany) was
applied for the staining of the cell nucleus. The antibody
against CD90 was used at a 1∶100 dilution.
Western blot analysis
Cells were harvested and lysed in lysis buffer (RIPA,
Beyotime Institute of Biotechnology, China) supplemented
with protease inhibitors (PMSF, Aladdin). The equal
amounts of protein (40 μg) were separated by sodium
dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) with 5-12% Tris-Glycine gel (Invitrogen, USA)
and subjected to standard western blot analysis. Antibodies
against THY1 (Santa Cruz, USA) and β-actin (Santa Cruz,
USA) were diluted at 1∶1,000. Secondary antibodies used
for the western blot analysis were goat anti-mouse IgG-HRP (Santa Cruz, USA) or goat anti-rabbit IgG-HRP
(Santa Cruz, USA). Enhanced chemiluminescence was
performed according to the manufacturer’s instructions
(Amersham Life Sciences Inc., Arlington Heights, IL).
The results were subjected to densitometry analysis using
the ImageJ software. To ensure equal amounts of protein
were loaded, the β-actin protein was employed as an
internal control. The relative protein expression level was defined as the ratio of the expression of the target proteins
to the GAPDH expression level.
Total RNA, including miRNAs, was extracted using the mirVana miRNA Isolation kit (Ambion,
USA) according to the manufacturer’s instructions. The miR-106b was
detected using RT2 miRNA First Strand Kit (SA Biosciences, USA). The specific
miRNA and U6 primers purchased from QIAGEN were used for real-time polymerase chain
reaction (PCR). The relative expression was determined using the comparative Ct method
(2-ΔΔCt). The expression of mRNAs was determined using SYBR green real-time
PCR assay. The levels of mRNA expression were normalized to that of the
GAPDH expression as the loading control. The relative expression was
calculated using the comparative Ct method (2-ΔΔCt). Table 1 shows the primers
used for real-time PCR.The sequences of primers used for evaluation of relative
Statistical analysis
The statistical analysis of the obtained data in
quantitative parts was performed using the SPSS
software version 16 (SPSS, Chicago, IL). The
independent sample t test method or One Way ANOVA
were applied for the comparison of the results between
groups. The level of significance was set at P<0.05. The
data was represented by mean ± SD. All of data was
repeated 3 times. Qualitative data of the cell culture
and differentiated part of experiment was described in
the text as same as immunostaining and western blot
result.
Results
Adipose-derived stem cell culture
ADSCs adhered to plastic flask similar to bone marrow
MSCs which were characterized by a rapid proliferation.
At earlier hours, the cells were floating, and their nucleus
was visible (Fig.1A). After 24 hours, the floated cells were
adhered to dish to form fibroblast-like colonies. ADSCs
formed spindle-like shape (fibroblast-like) and were loaded
with several lipid granules within those cells. The lipid
granules attached to each other and created large droplets;
then, released into the cells culture medium. The first was
made in 7 days when the cells reached confluence. After
the first passage, the cells showed extensive proliferative
capacity passage. The four passages were performed in 13
days, and then, the cells were used for the differentiation
experiments (Fig.1B).
Fig.1
The cells isolated from ADSCs. A. Isolated stem cells 4 hours after incubation and
B. ADSCs in the 4th passage (scale bar: 100 µm). ADSCs;
Adipose-derived stem cells.
The cells isolated from ADSCs. A. Isolated stem cells 4 hours after incubation and
B. ADSCs in the 4th passage (scale bar: 100 µm). ADSCs;
Adipose-derived stem cells.
Adipose-derived stem cell characterization and
differentiation
As illustrated in Figure 2A, B, ADSCs showed the
differentiation potential into adipogenic and osteogenic
linages while they were induced by adipogenic and
osteogenic maintenance media, respectively. The
adipogenic differentiated cells were visualized with Oil
Red O stain. The red arrow in Figure 2A shows adipocytes
and the accumulated fat droplets. The osteogenic
differentiated cells were visualized with Alizarin
Red S stain. The blue arrow in Figure 2B indicates
osteoblasts. Furthermore, ADSCs were characterized by their cell surface antigens. As shown in Figure 2C,
a high percentage of the studied cell population were
expressing the specific markers of mesenchymal stem
cells including CD90 (79.1 ± 5.73), CD105 (90.1 ±
3), CD73 (75.8 ± 3.61), and CD44 (89.1 ± 6.49). The
expression of the specific markers for hematopoitic stem
cells was detected by few cells (CD34=5.98 ± 1.64, and
CD45=7.15 ± 0.26).The in vitro osteogenesis and adipogenic differentiation. A.
Adipose-derived stem cells (ADSCs) after incubation for 21 days in the
adipogenic differentiation medium. The cells were visualized with Oil Red O staining,
B. ADSCs after incubation for 21 days in the osteogenic differentiation
medium. The cells were visualized with Alizarin Red S stain. The blue arrow indicates
osteoblasts, and the red arrow shows adipocytes and the accumulated fat droplets
(scale bar: 100 μm). C. Cell surface markers: CD90=79.1 ± 5.73,
CD105=90.1 ± 3, CD73=75.8 ± 3.61, CD44=89.1 ± 6.49, CD34=5.98 ± 1.64, and CD45=7.15 ±
0.26. The number of positive cells for each marker was assayed by flow cytometry. The
data was presented as mean ± SD.
Cell cytotoxicity assessment
In order to investigate thecytotoxicity of miR-106b transfection, MTT
assay was conducted to examine the viability of ADSCs. According to Figure 3, after 24,
48, and 72 hours incubation time, no significant reduction was observed in the viability
of cells expressing miR-106b compared with the control cells lacking
miR-106b.Cytotoxicity of miR-106b expressing MSCs. The cytotoxicity level of
miR-106b expressing MSCs was evaluated after 24, 48, 72 hours
incubation at various concentrations of miR-106b. MSCs; Mesenchymal
stem cells and h; Hour.
Primordial germ cells induction from mesenchymal
stem cells
The results showed that three of four specific differentiation markers (FRAGILIS, Thy1,
and STELLA) were significantly increased at the levels of gene and protein when the
miR-106b was overexpressed (Fig.4A). Alkaline phosphatase expression
was showed in cells transfected by the miR-106b (Fig.4B). Photograph
showed positive alkaline phosphatase staining of differentiated cells. A smaller alkaline
phosphatase negative cell, possibly a contaminating undifferentiated MSCs. Figure 4C and D
indicate the expression levels of STELLA and FRAGLIS
genes were significantly unregulated in BMP4-, and miR-106b-treated cells
compared to control cells. Moreover as illustrated in Figure 4E, the amount of THY1
protein was significantly increased in miR-106b-treated cells compared to
BMP4-treated cells and contr Furthermore, as shown in Figure 5, the expression level of
CD90 protein was significantly higher in cells transfected with the
miR-106b than the cells treated with BMP4. CD90 expression was
expressed around the stained nucleus by DAPI (4′,6-diamidino-2-phenylindole) in
differentiated cell surface. Based on the cells that were stained and non-stained around
the nucleus, the results showed over expression of CD90 marker in immunostaining
assessment.
Fig.4
The differentiation of ADSCs into PGCs. A. The expression of the
miR-106b measured by real-time PCR after the transfected by
lentivector expressing miR-106b. B. Alkaline
phosphatase-positive cells (scale bar: 50 µm). C, D. The expression of
STELLA and FRAGILIS genes and E.Thy1 protein
levels were evaluated as specific differentiation markers using real-time PCR and
western blot analysis, respectively. ADSCs; Adipose-derived stem cells, PGCs;
Primordial germ cells and PCR; Polymerase chain reaction. * demonstrates the
significant changes in comparison to control (*; P≤0.05 and ***; P≤0.0001).
The differentiation of ADSCs into PGCs. A. The expression of the
miR-106b measured by real-time PCR after the transfected by
lentivector expressing miR-106b. B. Alkaline
phosphatase-positive cells (scale bar: 50 µm). C, D. The expression of
STELLA and FRAGILIS genes and E.Thy1 protein
levels were evaluated as specific differentiation markers using real-time PCR and
western blot analysis, respectively. ADSCs; Adipose-derived stem cells, PGCs;
Primordial germ cells and PCR; Polymerase chain reaction. * demonstrates the
significant changes in comparison to control (*; P≤0.05 and ***; P≤0.0001).CD90 protein level measured as a marker of differentiation on germ cells (ADSCs) (scale bar: 50 µm).
Discussion
The potential capacity of somatic stem cells to
differentiate into PGCs, SSCs (23, 24), or advanced
spermatids through the meiosis process under
appropriate culture conditions has been well-established
in the literature (25, 26). The clinical value of direct
differentiation might be more valuable than other
strategies as the gene transfection creates an imbalance
in the gene contents of genetically modified cells during
spermatogenesis. However, the molecular mechanisms underlying the germ lineage differentiation from MSCs
remain elusive.The miRNAs are known to regulate the development of germ cells (27). To understand the
regulatory role of miRNAs in the development of PGCs, ADMSCs were differentiated into PGCs
in which miR-106b was transfected into ADMSCs to facilitate the
differentiation of these cells into PGCs through the upregulation of some target genes
responsible for the development of the cell differentiation. Hence, an in
vitro model of miR-106b-transfected ADSCs was employed to induce
the differentiation of these cells into PGCs thereby influencing the proliferation,
morphogenesis and protein localization of the corresponding cells. Our findings indicate
that the transfection of MSCs with miR-106b can by itself increase the
specific markers of PGCs namely STELLA and FRAGILIS genes,
as well as the expression of Thy1 protein when compared with MSCs treated with BMP4.
Moreover, the surface expression of CD90 was higher in cells transfected with miR-16b than
the cells treated with BMP4. Numerous reports have indicated that miRNAs are potentially
able to induce the differentiation of MSCs into various tissues. In line with this, an
in vitro study performed by Sluijter et al. (28) indicated that a number
of miRNAs are involved in the proliferation and differentiation of cardiomyocyte progenitor
cells (CMPCs). They showed that that miR-1 and miR-499 can
regulate the proliferation of human CMPCs, as well as their differentiation into
cardiomyocytes. Previous studies have also highlighted that miRNAs play critical roles in
the process of neurogenesis. Jiao et al. (29) reported that miR-124 promotes the neural
differentiation of the subventricular zone, which is the most substantial neurogenic niche
in the brain of adult mammalian species. Also, it has been shown that miR-23b induces the
chondrogenic differentiation of human MSCs through the suppression of protein kinase A (PKA)
signaling (30).The overall importance of miRNA signaling for the regulation of spermatogenesis has been
further elucidated using a conditional knockout of Dicer gene in germ
cells. The silencing of the Dicer1 gene in pro-spermatogonia at the
early-stage of the birth using Ddx4 promoter-driven Cre expression resulted
in altered meiotic progression increased apoptosis in pachytene spermatocytes, reduced
number of round-shape spermatids, and morphological defects in spermatozoa (31). In a study
performed by Holt et al. (32), they revealed that nine newly identified miRNAs including
miR-10b, -18a, -93, -106b, -126-3p, -127, -181a, -181b, and -301, which are all exclusively
expressed in PGCs according to their comparative study, profiling the miRNA expression of
PGCs at 12.5 days post-coitum (dpc), gonocytes (GCs) at 15.5 dpc, SSCs at 5 days post-partum
(dpp), and testes at four weeks. BMP4 signaling acts through the Smad family proteins and
requires a ligand-specific co-receptor TGF-b (transforming growth factor-Beta) in murine
SSCs (33). In agreement with an indirect mechanism, Okamura et al. (34) have shown that the
deficiency of PGCs in embryos knockout for BMP4 can be compensated by the activation of a
sub-type of type I BMP receptor named Activin A Receptor type 1 (ACVR1) in the visceral
endoderm, but not the epiblast where PGC precursors are present. It has been implicated that
the expression of FRAGILIS is elevated in the migratory PGC, stimulating
the expression of other germ cell-specific genes such as VASA and
STELLA (35). STELLA is considered a crucial marker for
murine PGCs, while DAZL and DDX4 begin their expression in
murine PGCs from around the E10.5 stage and last to be expressed afterward (36). It has been
reported that miR-106b can activate the Wnt/beta-catenin signaling pathway
as the loss of WNT5A disrupts murine PGCs migration and male sexual
development in mice (37).
Conclusion
In vitro model of the spermatogenesis development are noticed by many
researchers. This study developed a new approached to gain PGCs from MSCs by the
transfection of ADMSCs with the miR-106b lentivector. Upregulatin of
miR-106b caused to the specific gene markers of the PGC expression, more
efficient than the conventional method used by BMP4. It is thought that finding of pathways
governing the meiotic and post meiotic cells would shed light on our understanding about the
essential molecules involved in the spermatogenesis and its progression.
Table 1
The sequences of primers used for evaluation of relative
Authors: Gregory M Buchold; Cristian Coarfa; Jong Kim; Aleksandar Milosavljevic; Preethi H Gunaratne; Martin M Matzuk Journal: PLoS One Date: 2010-12-29 Impact factor: 3.240